From f84554db1ec5b11baa3d3b0164a7773f7ecf8b05 Mon Sep 17 00:00:00 2001
From: erbrown <nobody@makingwithcode.org>
Date: Sun, 14 Dec 2025 18:27:22 -0500
Subject: [PATCH] Completed the project! Successes were developing the graphs.
 There were not many parts of this project I was worried or stuck on as I have
 learned how to calculate the correlation and scatter plot with the best fit
 line when I took stats a few years ago. Yes this project has sparked new
 ideas and interests as I really enjoyed this project and I want to analyze
 more data and develop graphs to see if there is any relationship between
 different factors. This project and unit definitely refreshed me on these
 skills that I have learned a few years ago and are coming back. I really
 enjoyed this project and unit a lot. I am thinking about wantint to code more
 often when I have the time.

---
 .ipynb_checkpoints/argument-checkpoint.ipynb  |  908 +++++
 argument.ipynb                                |  692 +++-
 .../AI_Impact_on_Jobs_2030-checkpoint.csv     | 3001 +++++++++++++++++
 data/AI_Impact_on_Jobs_2030.csv               | 3001 +++++++++++++++++
 4 files changed, 7530 insertions(+), 72 deletions(-)
 create mode 100644 .ipynb_checkpoints/argument-checkpoint.ipynb
 create mode 100644 data/.ipynb_checkpoints/AI_Impact_on_Jobs_2030-checkpoint.csv
 create mode 100644 data/AI_Impact_on_Jobs_2030.csv

diff --git a/.ipynb_checkpoints/argument-checkpoint.ipynb b/.ipynb_checkpoints/argument-checkpoint.ipynb
new file mode 100644
index 0000000..85af51d
--- /dev/null
+++ b/.ipynb_checkpoints/argument-checkpoint.ipynb
@@ -0,0 +1,908 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "worldwide-blood",
+   "metadata": {},
+   "source": [
+    "# Introduction"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "understanding-numbers",
+   "metadata": {},
+   "source": [
+    "Artifical Intelligence is a current topic that is slowly shifting the world into a new direction. This project looks at data to analyze if artifical intelligence has an impact on jobs."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "greater-circular",
+   "metadata": {},
+   "source": [
+    "## Overarching Question: Does the integration of artificial intelligence influence technology growth of jobs and the likelihood that those jobs will be automated in the future?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "appreciated-testimony",
+   "metadata": {},
+   "source": [
+    "This question brings together the two smaller research questions within this project which are (1) Does increase use of AI lead to the growth of technology within a job? and (2) Does high AI exposure within a job lead to the likelihood of the job becoming automated by 2030? These questions explore the integration of AI in terms of growth of technology and potential automation of the job ultimately leading to the overarching question above. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "permanent-pollution",
+   "metadata": {},
+   "source": [
+    "# Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "id": "technical-evans",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "id": "overhead-sigma",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "file_name = \"AI_Impact_on_Jobs_2030.csv\"\n",
+    "dataset_path = \"data/\" + file_name\n",
+    "\n",
+    "df = pd.read_csv(dataset_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 139,
+   "id": "heated-blade",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Job_Title</th>\n",
+       "      <th>Average_Salary</th>\n",
+       "      <th>Years_Experience</th>\n",
+       "      <th>Education_Level</th>\n",
+       "      <th>AI_Exposure_Index</th>\n",
+       "      <th>Tech_Growth_Factor</th>\n",
+       "      <th>Automation_Probability_2030</th>\n",
+       "      <th>Risk_Category</th>\n",
+       "      <th>Skill_1</th>\n",
+       "      <th>Skill_2</th>\n",
+       "      <th>Skill_3</th>\n",
+       "      <th>Skill_4</th>\n",
+       "      <th>Skill_5</th>\n",
+       "      <th>Skill_6</th>\n",
+       "      <th>Skill_7</th>\n",
+       "      <th>Skill_8</th>\n",
+       "      <th>Skill_9</th>\n",
+       "      <th>Skill_10</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Security Guard</td>\n",
+       "      <td>45795</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Master's</td>\n",
+       "      <td>0.18</td>\n",
+       "      <td>1.28</td>\n",
+       "      <td>0.85</td>\n",
+       "      <td>High</td>\n",
+       "      <td>0.45</td>\n",
+       "      <td>0.10</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>0.33</td>\n",
+       "      <td>0.14</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>0.06</td>\n",
+       "      <td>0.72</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Research Scientist</td>\n",
+       "      <td>133355</td>\n",
+       "      <td>20</td>\n",
+       "      <td>PhD</td>\n",
+       "      <td>0.62</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>Low</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>0.40</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.97</td>\n",
+       "      <td>0.23</td>\n",
+       "      <td>0.09</td>\n",
+       "      <td>0.62</td>\n",
+       "      <td>0.38</td>\n",
+       "      <td>0.98</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Construction Worker</td>\n",
+       "      <td>146216</td>\n",
+       "      <td>2</td>\n",
+       "      <td>High School</td>\n",
+       "      <td>0.86</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>High</td>\n",
+       "      <td>0.01</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.39</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>0.23</td>\n",
+       "      <td>0.24</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>0.83</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Software Engineer</td>\n",
+       "      <td>136530</td>\n",
+       "      <td>13</td>\n",
+       "      <td>PhD</td>\n",
+       "      <td>0.39</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>Medium</td>\n",
+       "      <td>0.43</td>\n",
+       "      <td>0.21</td>\n",
+       "      <td>0.57</td>\n",
+       "      <td>0.03</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>0.45</td>\n",
+       "      <td>0.40</td>\n",
+       "      <td>0.93</td>\n",
+       "      <td>0.73</td>\n",
+       "      <td>0.33</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Financial Analyst</td>\n",
+       "      <td>70397</td>\n",
+       "      <td>22</td>\n",
+       "      <td>High School</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>1.46</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>Medium</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.97</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>0.28</td>\n",
+       "      <td>0.30</td>\n",
+       "      <td>0.17</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>0.42</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             Job_Title  Average_Salary  Years_Experience Education_Level  \\\n",
+       "0       Security Guard           45795                28        Master's   \n",
+       "1   Research Scientist          133355                20             PhD   \n",
+       "2  Construction Worker          146216                 2     High School   \n",
+       "3    Software Engineer          136530                13             PhD   \n",
+       "4    Financial Analyst           70397                22     High School   \n",
+       "\n",
+       "   AI_Exposure_Index  Tech_Growth_Factor  Automation_Probability_2030  \\\n",
+       "0               0.18                1.28                         0.85   \n",
+       "1               0.62                1.11                         0.05   \n",
+       "2               0.86                1.18                         0.81   \n",
+       "3               0.39                0.68                         0.60   \n",
+       "4               0.52                1.46                         0.64   \n",
+       "\n",
+       "  Risk_Category  Skill_1  Skill_2  Skill_3  Skill_4  Skill_5  Skill_6  \\\n",
+       "0          High     0.45     0.10     0.46     0.33     0.14     0.65   \n",
+       "1           Low     0.02     0.52     0.40     0.05     0.97     0.23   \n",
+       "2          High     0.01     0.94     0.56     0.39     0.02     0.23   \n",
+       "3        Medium     0.43     0.21     0.57     0.03     0.84     0.45   \n",
+       "4        Medium     0.75     0.54     0.59     0.97     0.61     0.28   \n",
+       "\n",
+       "   Skill_7  Skill_8  Skill_9  Skill_10  \n",
+       "0     0.06     0.72     0.94      0.00  \n",
+       "1     0.09     0.62     0.38      0.98  \n",
+       "2     0.24     0.68     0.61      0.83  \n",
+       "3     0.40     0.93     0.73      0.33  \n",
+       "4     0.30     0.17     0.02      0.42  "
+      ]
+     },
+     "execution_count": 139,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "continental-franklin",
+   "metadata": {},
+   "source": [
+    "**Data Overview**\n",
+    "\n",
+    "This dataset has come from Kaggle by Khushi Yadav. It is composed of 30 columns and over 3,000 rows. Each row is a profession. The columns used within this research are (1) AI Exposure Index - how much the job interacts with AI tools (0 = no exposure, 1 = highly AI-dependent), (2) Tech Growth Factor - how quickly technology is advancing in the field, and (3) Automation Probability 2030 - the estimated probability that the job will be automated by 2030. Data is analyzed to draw conclusions on the impact of one another. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "infinite-instrument",
+   "metadata": {},
+   "source": [
+    "# Methods and Results"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "recognized-positive",
+   "metadata": {},
+   "source": [
+    "## First Research Question: Does increase exposure of Artifical Intelligence lead to the growth of technology within a job?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "graduate-palmer",
+   "metadata": {},
+   "source": [
+    "### Methods"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "endless-variation",
+   "metadata": {},
+   "source": [
+    "I will determine the different number of jobs within the data set by using .unique and len command. \n",
+    "\n",
+    "I will then calculate the average AI exposure or how much the job interacts with AI. I will use that data to generate a bar chart to visually see which job interacts with AI the most. \n",
+    "\n",
+    "I will calculate the mean of the technology factor for each job which represents how quickly technology is advancing within the profession. \n",
+    "\n",
+    "Using both means, I will compare the data generating a chart to see if the AI exposure results in an of increase technology within the field. I will generate a scatterplot that includes the line of regression to show if there is any statistical significance.  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "portuguese-japan",
+   "metadata": {},
+   "source": [
+    "### Results "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 140,
+   "id": "c5049e12-e14b-48d0-b9c4-9a12fbd60a34",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Number of different jobs: 20\n"
+     ]
+    }
+   ],
+   "source": [
+    "number_jobs = df[\"Job_Title\"].unique()\n",
+    "print(\"Number of different jobs:\", len(number_jobs))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 141,
+   "id": "16b56730-e40a-455f-9367-c2c09c91e814",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Job_Title\n",
+       "AI Engineer            0.474286\n",
+       "Chef                   0.528794\n",
+       "Construction Worker    0.504808\n",
+       "Customer Support       0.501504\n",
+       "Data Scientist         0.512874\n",
+       "Doctor                 0.505152\n",
+       "Financial Analyst      0.464437\n",
+       "Graphic Designer       0.527062\n",
+       "HR Specialist          0.489236\n",
+       "Lawyer                 0.509015\n",
+       "Marketing Manager      0.524478\n",
+       "Mechanic               0.456544\n",
+       "Nurse                  0.520563\n",
+       "Research Scientist     0.478591\n",
+       "Retail Worker          0.505548\n",
+       "Security Guard         0.515000\n",
+       "Software Engineer      0.512914\n",
+       "Teacher                0.497289\n",
+       "Truck Driver           0.520131\n",
+       "UX Researcher          0.475988\n",
+       "Name: AI_Exposure_Index, dtype: float64"
+      ]
+     },
+     "execution_count": 141,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "job_ai_mean = df.groupby(\"Job_Title\")[\"AI_Exposure_Index\"].mean()\n",
+    "job_ai_mean"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "id": "negative-highlight",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 142,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_ai_mean_df = job_ai_mean.reset_index()\n",
+    "sns.barplot(data=job_ai_mean_df, x=\"AI_Exposure_Index\", y=\"Job_Title\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0b7d818d-ac3b-46a5-b389-d42bd354c2a1",
+   "metadata": {},
+   "source": [
+    "From the dataset - Chef, Graphic Designer, Marketing Manager, Nurse, and Truck Driver are the top jobs that interact with Artifical Intelligence."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 143,
+   "id": "victorian-burning",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Job_Title\n",
+       "AI Engineer            0.978500\n",
+       "Chef                   1.081348\n",
+       "Construction Worker    0.998397\n",
+       "Customer Support       0.991353\n",
+       "Data Scientist         0.959940\n",
+       "Doctor                 0.963788\n",
+       "Financial Analyst      1.027815\n",
+       "Graphic Designer       0.992500\n",
+       "HR Specialist          0.986815\n",
+       "Lawyer                 1.015076\n",
+       "Marketing Manager      1.012164\n",
+       "Mechanic               0.976471\n",
+       "Nurse                  0.986408\n",
+       "Research Scientist     0.962081\n",
+       "Retail Worker          0.997161\n",
+       "Security Guard         0.986558\n",
+       "Software Engineer      0.976057\n",
+       "Teacher                1.008795\n",
+       "Truck Driver           1.026797\n",
+       "UX Researcher          0.986886\n",
+       "Name: Tech_Growth_Factor, dtype: float64"
+      ]
+     },
+     "execution_count": 143,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "job_tech_mean = df.groupby(\"Job_Title\")[\"Tech_Growth_Factor\"].mean()\n",
+    "job_tech_mean"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 144,
+   "id": "84d30728-1f35-441e-a0aa-cdec082ed41d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='Tech_Growth_Factor', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 144,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_tech_mean_df = job_tech_mean.reset_index()\n",
+    "sns.barplot(data=job_tech_mean_df, x=\"Tech_Growth_Factor\", y=\"Job_Title\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fee4006a-29eb-499a-b7fc-5fb4d448e7d0",
+   "metadata": {},
+   "source": [
+    "From the dataset - Chef, Financial Analyst, , Truck Driver, Lawyer, and Marketing Manager are the top 5 jobs where technology is advancing. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "id": "a38e363f-9496-46ad-91bf-13807bef4e24",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Tech_Growth_Factor'>"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "tech_summary = job_ai_mean_df.merge(job_tech_mean_df, on=\"Job_Title\")\n",
+    "\n",
+    "sns.scatterplot(data=tech_summary,x=\"AI_Exposure_Index\",y=\"Tech_Growth_Factor\")\n",
+    "sns.regplot(data=tech_summary,x=\"AI_Exposure_Index\",y=\"Tech_Growth_Factor\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 146,
+   "id": "8d7bfd5c-210b-4bc7-b273-faca53dee0a5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Correlation between AI exposure and technology growth likelihood: 0.30877812744517064\n"
+     ]
+    }
+   ],
+   "source": [
+    "correlation = tech_summary[\"AI_Exposure_Index\"].corr(tech_summary[\"Tech_Growth_Factor\"])\n",
+    "print(\"Correlation between AI exposure and technology growth likelihood:\", correlation)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7aa408ef-fc03-4e97-a13d-d699764b0366",
+   "metadata": {},
+   "source": [
+    "The correlation is 0.308 and the line of regression is a weak positive slope where the relationship between the use of AI and technology growth is not strong. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "collectible-puppy",
+   "metadata": {},
+   "source": [
+    "## Second Research Question: Does high AI exposure within a job lead to the likelihood of the job becoming automated by 2030?\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "demographic-future",
+   "metadata": {},
+   "source": [
+    "### Methods"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "incorporate-roller",
+   "metadata": {},
+   "source": [
+    "I will calculate the average probability job automation (the estimated probability that the job will be automated by 2030) by using similar commands from above. I will use the data to generate a bar chart to visually see which jobs are expected to be automated by 2030.  \n",
+    "\n",
+    "I will then use the calculated the mean of AI exposure from the first research question to compare datasets.\n",
+    "\n",
+    "Using both means (average probability job automation and average AI exposure), I will compare the data, generating a chart to graphically analyze if AI use impacts the job's automation in 2030. I will generate a scatterplot that will include the line of regression to show if there is any statistical significance.  \n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "juvenile-creation",
+   "metadata": {},
+   "source": [
+    "### Results "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 147,
+   "id": "pursuant-surrey",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Job_Title\n",
+       "AI Engineer            0.172214\n",
+       "Chef                   0.495674\n",
+       "Construction Worker    0.825962\n",
+       "Customer Support       0.825263\n",
+       "Data Scientist         0.496287\n",
+       "Doctor                 0.176742\n",
+       "Financial Analyst      0.485099\n",
+       "Graphic Designer       0.529000\n",
+       "HR Specialist          0.490764\n",
+       "Lawyer                 0.486439\n",
+       "Marketing Manager      0.494776\n",
+       "Mechanic               0.485294\n",
+       "Nurse                  0.175634\n",
+       "Research Scientist     0.174161\n",
+       "Retail Worker          0.834710\n",
+       "Security Guard         0.833052\n",
+       "Software Engineer      0.508686\n",
+       "Teacher                0.175783\n",
+       "Truck Driver           0.818627\n",
+       "UX Researcher          0.492395\n",
+       "Name: Automation_Probability_2030, dtype: float64"
+      ]
+     },
+     "execution_count": 147,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "job_automation_mean = df.groupby(\"Job_Title\")[\"Automation_Probability_2030\"].mean()\n",
+    "\n",
+    "job_automation_mean"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 148,
+   "id": "located-night",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='Automation_Probability_2030', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 148,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_automation_df = job_automation_mean.reset_index()\n",
+    "sns.barplot(data=job_automation_df,x=\"Automation_Probability_2030\",y=\"Job_Title\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "infectious-symbol",
+   "metadata": {},
+   "source": [
+    "From the dataset - Construction Worker, Customer Support, Retail Worker, Security Guard, and Truck Driver are the top average jobs to be automated by 2030. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 149,
+   "id": "50db9230-bd43-4df6-bb43-56e6611eb44c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 149,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_summary = job_ai_mean_df.merge(job_automation_df, on=\"Job_Title\")\n",
+    "\n",
+    "sns.barplot(data=job_summary, x=\"AI_Exposure_Index\", y=\"Job_Title\", color=\"green\", label=\"AI Exposure\")\n",
+    "sns.barplot( data=job_summary, x=\"Automation_Probability_2030\", y=\"Job_Title\", color=\"orange\", label=\"Automation Likelihood\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 150,
+   "id": "118369cc-eb99-4959-8853-73d1e1b3b3c2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Correlation between AI exposure and automation likelihood: 0.2625603926789058\n"
+     ]
+    }
+   ],
+   "source": [
+    "correlation = job_summary[\"AI_Exposure_Index\"].corr(job_summary[\"Automation_Probability_2030\"])\n",
+    "print(\"Correlation between AI exposure and automation likelihood:\", correlation)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 151,
+   "id": "655d2a85-df62-4f3d-b6e5-16469662639d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Automation_Probability_2030'>"
+      ]
+     },
+     "execution_count": 151,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.scatterplot(data=job_summary,x=\"AI_Exposure_Index\",y=\"Automation_Probability_2030\")\n",
+    "sns.regplot(data=job_summary,x=\"AI_Exposure_Index\",y=\"Automation_Probability_2030\")\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "09536861-f1af-4da0-b8b2-ee255910c64f",
+   "metadata": {},
+   "source": [
+    "The correlation is 0.262 and the line of regression is a weak positive slope where the relationship between the use of AI and probability that the job will be automated is not strong. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1fd3a10d-f8f2-48e9-9909-1f4658a70142",
+   "metadata": {},
+   "source": [
+    "# Discussion"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "furnished-camping",
+   "metadata": {
+    "code_folding": []
+   },
+   "source": [
+    "## Considerations"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bearing-stadium",
+   "metadata": {},
+   "source": [
+    "The results do not give an accurate depiction of the relationship between AI use, technology growth and automation risk. The correlation between AI use and technology growth was weakly positive same as the correlation with AI use and automation of a job. There was some relatioship but it does not strongly predict the use/exposure of AI in a job will increase technology growth or automation of the job. \n",
+    "\n",
+    "One limination of this dataset is it only includes 20 jobs. This does not fully represent the workforce. Another limination of this dataset is the Automation is a probability. It is not known where that probabilty statistic has come from and why that number is the number. \n",
+    "\n",
+    "There could be biases in the data as some of the data is simplified rather than exact. Another bias is the job titles are very broad. For example, there are multiple different types of teachers such as art teacher, mathematics, history, or elementary where there is just teachers as the broad category leading to some bias. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "beneficial-invasion",
+   "metadata": {},
+   "source": [
+    "## Summary"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "about-raise",
+   "metadata": {},
+   "source": [
+    "Through this research, I have learned that an increase of AI within a job does not necessarily mean there will be an increase of technology or liklihood of automation of that job. While there was a slight positive increase and relationship this could potentially change over the next new months as this is an evolving topic that continues to change. Based on this data, jobs may integrate AI to support human work rather than replace the job itself. \n",
+    "\n",
+    "It was very suprising to see the results to be so small. From all the information, I have learned about AI I felt that results would have shown a greater liklihood of use of AI, technology growth, and job automation. Going foward this project can help show that AI can be used to support each other's ideas rather than replacing people's job. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36315e4d-7b8d-4669-974f-a469e941239f",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "jupytext": {
+   "cell_metadata_json": true,
+   "text_representation": {
+    "extension": ".Rmd",
+    "format_name": "rmarkdown",
+    "format_version": "1.2",
+    "jupytext_version": "1.9.1"
+   }
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.7"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": false,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  },
+  "varInspector": {
+   "cols": {
+    "lenName": 16,
+    "lenType": 16,
+    "lenVar": 40
+   },
+   "kernels_config": {
+    "python": {
+     "delete_cmd_postfix": "",
+     "delete_cmd_prefix": "del ",
+     "library": "var_list.py",
+     "varRefreshCmd": "print(var_dic_list())"
+    },
+    "r": {
+     "delete_cmd_postfix": ") ",
+     "delete_cmd_prefix": "rm(",
+     "library": "var_list.r",
+     "varRefreshCmd": "cat(var_dic_list()) "
+    }
+   },
+   "types_to_exclude": [
+    "module",
+    "function",
+    "builtin_function_or_method",
+    "instance",
+    "_Feature"
+   ],
+   "window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/argument.ipynb b/argument.ipynb
index 4ed27b4..85af51d 100644
--- a/argument.ipynb
+++ b/argument.ipynb
@@ -13,7 +13,7 @@
    "id": "understanding-numbers",
    "metadata": {},
    "source": [
-    "*✏️ Write 2-3 sentences describing your research.*"
+    "Artifical Intelligence is a current topic that is slowly shifting the world into a new direction. This project looks at data to analyze if artifical intelligence has an impact on jobs."
    ]
   },
   {
@@ -21,7 +21,7 @@
    "id": "greater-circular",
    "metadata": {},
    "source": [
-    "## Overarching Question: [✏️ PUT YOUR QUESTION HERE ✏️]"
+    "## Overarching Question: Does the integration of artificial intelligence influence technology growth of jobs and the likelihood that those jobs will be automated in the future?"
    ]
   },
   {
@@ -29,7 +29,7 @@
    "id": "appreciated-testimony",
    "metadata": {},
    "source": [
-    "*✏️ Write 2-3 sentences explaining why this question.*"
+    "This question brings together the two smaller research questions within this project which are (1) Does increase use of AI lead to the growth of technology within a job? and (2) Does high AI exposure within a job lead to the likelihood of the job becoming automated by 2030? These questions explore the integration of AI in terms of growth of technology and potential automation of the job ultimately leading to the overarching question above. "
    ]
   },
   {
@@ -42,26 +42,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 137,
    "id": "technical-evans",
    "metadata": {},
    "outputs": [],
    "source": [
-    "#Include any import statements you will need\n",
     "import pandas as pd\n",
-    "import matplotlib.pyplot as plt"
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 138,
    "id": "overhead-sigma",
    "metadata": {},
    "outputs": [],
    "source": [
-    "### 💻 FILL IN YOUR DATASET FILE NAME BELOW 💻 ###\n",
-    "\n",
-    "file_name = \"YOUR_DATASET_FILE_NAME.csv\"\n",
+    "file_name = \"AI_Impact_on_Jobs_2030.csv\"\n",
     "dataset_path = \"data/\" + file_name\n",
     "\n",
     "df = pd.read_csv(dataset_path)"
@@ -69,10 +67,196 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 139,
    "id": "heated-blade",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Job_Title</th>\n",
+       "      <th>Average_Salary</th>\n",
+       "      <th>Years_Experience</th>\n",
+       "      <th>Education_Level</th>\n",
+       "      <th>AI_Exposure_Index</th>\n",
+       "      <th>Tech_Growth_Factor</th>\n",
+       "      <th>Automation_Probability_2030</th>\n",
+       "      <th>Risk_Category</th>\n",
+       "      <th>Skill_1</th>\n",
+       "      <th>Skill_2</th>\n",
+       "      <th>Skill_3</th>\n",
+       "      <th>Skill_4</th>\n",
+       "      <th>Skill_5</th>\n",
+       "      <th>Skill_6</th>\n",
+       "      <th>Skill_7</th>\n",
+       "      <th>Skill_8</th>\n",
+       "      <th>Skill_9</th>\n",
+       "      <th>Skill_10</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Security Guard</td>\n",
+       "      <td>45795</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Master's</td>\n",
+       "      <td>0.18</td>\n",
+       "      <td>1.28</td>\n",
+       "      <td>0.85</td>\n",
+       "      <td>High</td>\n",
+       "      <td>0.45</td>\n",
+       "      <td>0.10</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>0.33</td>\n",
+       "      <td>0.14</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>0.06</td>\n",
+       "      <td>0.72</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Research Scientist</td>\n",
+       "      <td>133355</td>\n",
+       "      <td>20</td>\n",
+       "      <td>PhD</td>\n",
+       "      <td>0.62</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>Low</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>0.40</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.97</td>\n",
+       "      <td>0.23</td>\n",
+       "      <td>0.09</td>\n",
+       "      <td>0.62</td>\n",
+       "      <td>0.38</td>\n",
+       "      <td>0.98</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Construction Worker</td>\n",
+       "      <td>146216</td>\n",
+       "      <td>2</td>\n",
+       "      <td>High School</td>\n",
+       "      <td>0.86</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>High</td>\n",
+       "      <td>0.01</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.39</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>0.23</td>\n",
+       "      <td>0.24</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>0.83</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Software Engineer</td>\n",
+       "      <td>136530</td>\n",
+       "      <td>13</td>\n",
+       "      <td>PhD</td>\n",
+       "      <td>0.39</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>Medium</td>\n",
+       "      <td>0.43</td>\n",
+       "      <td>0.21</td>\n",
+       "      <td>0.57</td>\n",
+       "      <td>0.03</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>0.45</td>\n",
+       "      <td>0.40</td>\n",
+       "      <td>0.93</td>\n",
+       "      <td>0.73</td>\n",
+       "      <td>0.33</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Financial Analyst</td>\n",
+       "      <td>70397</td>\n",
+       "      <td>22</td>\n",
+       "      <td>High School</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>1.46</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>Medium</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.97</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>0.28</td>\n",
+       "      <td>0.30</td>\n",
+       "      <td>0.17</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>0.42</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             Job_Title  Average_Salary  Years_Experience Education_Level  \\\n",
+       "0       Security Guard           45795                28        Master's   \n",
+       "1   Research Scientist          133355                20             PhD   \n",
+       "2  Construction Worker          146216                 2     High School   \n",
+       "3    Software Engineer          136530                13             PhD   \n",
+       "4    Financial Analyst           70397                22     High School   \n",
+       "\n",
+       "   AI_Exposure_Index  Tech_Growth_Factor  Automation_Probability_2030  \\\n",
+       "0               0.18                1.28                         0.85   \n",
+       "1               0.62                1.11                         0.05   \n",
+       "2               0.86                1.18                         0.81   \n",
+       "3               0.39                0.68                         0.60   \n",
+       "4               0.52                1.46                         0.64   \n",
+       "\n",
+       "  Risk_Category  Skill_1  Skill_2  Skill_3  Skill_4  Skill_5  Skill_6  \\\n",
+       "0          High     0.45     0.10     0.46     0.33     0.14     0.65   \n",
+       "1           Low     0.02     0.52     0.40     0.05     0.97     0.23   \n",
+       "2          High     0.01     0.94     0.56     0.39     0.02     0.23   \n",
+       "3        Medium     0.43     0.21     0.57     0.03     0.84     0.45   \n",
+       "4        Medium     0.75     0.54     0.59     0.97     0.61     0.28   \n",
+       "\n",
+       "   Skill_7  Skill_8  Skill_9  Skill_10  \n",
+       "0     0.06     0.72     0.94      0.00  \n",
+       "1     0.09     0.62     0.38      0.98  \n",
+       "2     0.24     0.68     0.61      0.83  \n",
+       "3     0.40     0.93     0.73      0.33  \n",
+       "4     0.30     0.17     0.02      0.42  "
+      ]
+     },
+     "execution_count": 139,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "df.head()"
    ]
@@ -84,7 +268,7 @@
    "source": [
     "**Data Overview**\n",
     "\n",
-    "*✏️ Write 2-3 sentences describing this dataset. Be sure to include where the data comes from and what it contains.*"
+    "This dataset has come from Kaggle by Khushi Yadav. It is composed of 30 columns and over 3,000 rows. Each row is a profession. The columns used within this research are (1) AI Exposure Index - how much the job interacts with AI tools (0 = no exposure, 1 = highly AI-dependent), (2) Tech Growth Factor - how quickly technology is advancing in the field, and (3) Automation Probability 2030 - the estimated probability that the job will be automated by 2030. Data is analyzed to draw conclusions on the impact of one another. "
    ]
   },
   {
@@ -95,22 +279,12 @@
     "# Methods and Results"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "basic-canadian",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#Import any helper files you need here"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "recognized-positive",
    "metadata": {},
    "source": [
-    "## First Research Question: [✏️ PUT YOUR QUESTION HERE ✏️]\n"
+    "## First Research Question: Does increase exposure of Artifical Intelligence lead to the growth of technology within a job?"
    ]
   },
   {
@@ -126,13 +300,13 @@
    "id": "endless-variation",
    "metadata": {},
    "source": [
-    "*Explain how you will approach this research question below. Consider the following:* \n",
-    "  - *Which aspects of the dataset will you use?* \n",
-    "  - *How will you reorganize/store the data?* \n",
-    "  - *What data science tools/functions will you use and why?* \n",
-    "  \n",
-    "✏️ *Write your answer below:*\n",
-    "\n"
+    "I will determine the different number of jobs within the data set by using .unique and len command. \n",
+    "\n",
+    "I will then calculate the average AI exposure or how much the job interacts with AI. I will use that data to generate a bar chart to visually see which job interacts with AI the most. \n",
+    "\n",
+    "I will calculate the mean of the technology factor for each job which represents how quickly technology is advancing within the profession. \n",
+    "\n",
+    "Using both means, I will compare the data generating a chart to see if the AI exposure results in an of increase technology within the field. I will generate a scatterplot that includes the line of regression to show if there is any statistical significance.  "
    ]
   },
   {
@@ -145,26 +319,248 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
-   "id": "negative-highlight",
+   "execution_count": 140,
+   "id": "c5049e12-e14b-48d0-b9c4-9a12fbd60a34",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Number of different jobs: 20\n"
+     ]
+    }
+   ],
    "source": [
-    "#######################################################################\n",
-    "### 💻 YOUR WORK GOES HERE TO ANSWER THE FIRST RESEARCH QUESTION 💻 \n",
-    "### \n",
-    "### Your data analysis may include a statistic and/or a data visualization\n",
-    "#######################################################################"
+    "number_jobs = df[\"Job_Title\"].unique()\n",
+    "print(\"Number of different jobs:\", len(number_jobs))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 141,
+   "id": "16b56730-e40a-455f-9367-c2c09c91e814",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Job_Title\n",
+       "AI Engineer            0.474286\n",
+       "Chef                   0.528794\n",
+       "Construction Worker    0.504808\n",
+       "Customer Support       0.501504\n",
+       "Data Scientist         0.512874\n",
+       "Doctor                 0.505152\n",
+       "Financial Analyst      0.464437\n",
+       "Graphic Designer       0.527062\n",
+       "HR Specialist          0.489236\n",
+       "Lawyer                 0.509015\n",
+       "Marketing Manager      0.524478\n",
+       "Mechanic               0.456544\n",
+       "Nurse                  0.520563\n",
+       "Research Scientist     0.478591\n",
+       "Retail Worker          0.505548\n",
+       "Security Guard         0.515000\n",
+       "Software Engineer      0.512914\n",
+       "Teacher                0.497289\n",
+       "Truck Driver           0.520131\n",
+       "UX Researcher          0.475988\n",
+       "Name: AI_Exposure_Index, dtype: float64"
+      ]
+     },
+     "execution_count": 141,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "job_ai_mean = df.groupby(\"Job_Title\")[\"AI_Exposure_Index\"].mean()\n",
+    "job_ai_mean"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "id": "negative-highlight",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 142,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_ai_mean_df = job_ai_mean.reset_index()\n",
+    "sns.barplot(data=job_ai_mean_df, x=\"AI_Exposure_Index\", y=\"Job_Title\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0b7d818d-ac3b-46a5-b389-d42bd354c2a1",
+   "metadata": {},
+   "source": [
+    "From the dataset - Chef, Graphic Designer, Marketing Manager, Nurse, and Truck Driver are the top jobs that interact with Artifical Intelligence."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 143,
    "id": "victorian-burning",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Job_Title\n",
+       "AI Engineer            0.978500\n",
+       "Chef                   1.081348\n",
+       "Construction Worker    0.998397\n",
+       "Customer Support       0.991353\n",
+       "Data Scientist         0.959940\n",
+       "Doctor                 0.963788\n",
+       "Financial Analyst      1.027815\n",
+       "Graphic Designer       0.992500\n",
+       "HR Specialist          0.986815\n",
+       "Lawyer                 1.015076\n",
+       "Marketing Manager      1.012164\n",
+       "Mechanic               0.976471\n",
+       "Nurse                  0.986408\n",
+       "Research Scientist     0.962081\n",
+       "Retail Worker          0.997161\n",
+       "Security Guard         0.986558\n",
+       "Software Engineer      0.976057\n",
+       "Teacher                1.008795\n",
+       "Truck Driver           1.026797\n",
+       "UX Researcher          0.986886\n",
+       "Name: Tech_Growth_Factor, dtype: float64"
+      ]
+     },
+     "execution_count": 143,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# 💻 YOU CAN ADD NEW CELLS WITH THE \"+\" BUTTON "
+    "job_tech_mean = df.groupby(\"Job_Title\")[\"Tech_Growth_Factor\"].mean()\n",
+    "job_tech_mean"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 144,
+   "id": "84d30728-1f35-441e-a0aa-cdec082ed41d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='Tech_Growth_Factor', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 144,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_tech_mean_df = job_tech_mean.reset_index()\n",
+    "sns.barplot(data=job_tech_mean_df, x=\"Tech_Growth_Factor\", y=\"Job_Title\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fee4006a-29eb-499a-b7fc-5fb4d448e7d0",
+   "metadata": {},
+   "source": [
+    "From the dataset - Chef, Financial Analyst, , Truck Driver, Lawyer, and Marketing Manager are the top 5 jobs where technology is advancing. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "id": "a38e363f-9496-46ad-91bf-13807bef4e24",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Tech_Growth_Factor'>"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "tech_summary = job_ai_mean_df.merge(job_tech_mean_df, on=\"Job_Title\")\n",
+    "\n",
+    "sns.scatterplot(data=tech_summary,x=\"AI_Exposure_Index\",y=\"Tech_Growth_Factor\")\n",
+    "sns.regplot(data=tech_summary,x=\"AI_Exposure_Index\",y=\"Tech_Growth_Factor\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 146,
+   "id": "8d7bfd5c-210b-4bc7-b273-faca53dee0a5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Correlation between AI exposure and technology growth likelihood: 0.30877812744517064\n"
+     ]
+    }
+   ],
+   "source": [
+    "correlation = tech_summary[\"AI_Exposure_Index\"].corr(tech_summary[\"Tech_Growth_Factor\"])\n",
+    "print(\"Correlation between AI exposure and technology growth likelihood:\", correlation)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7aa408ef-fc03-4e97-a13d-d699764b0366",
+   "metadata": {},
+   "source": [
+    "The correlation is 0.308 and the line of regression is a weak positive slope where the relationship between the use of AI and technology growth is not strong. "
    ]
   },
   {
@@ -172,7 +568,7 @@
    "id": "collectible-puppy",
    "metadata": {},
    "source": [
-    "## Second Research Question: [✏️ PUT YOUR QUESTION HERE ✏️]\n"
+    "## Second Research Question: Does high AI exposure within a job lead to the likelihood of the job becoming automated by 2030?\n"
    ]
   },
   {
@@ -188,12 +584,11 @@
    "id": "incorporate-roller",
    "metadata": {},
    "source": [
-    "*Explain how you will approach this research question below. Consider the following:* \n",
-    "  - *Which aspects of the dataset will you use?* \n",
-    "  - *How will you reorganize/store the data?* \n",
-    "  - *What data science tools/functions will you use and why?* \n",
+    "I will calculate the average probability job automation (the estimated probability that the job will be automated by 2030) by using similar commands from above. I will use the data to generate a bar chart to visually see which jobs are expected to be automated by 2030.  \n",
     "\n",
-    "✏️ *Write your answer below:*\n"
+    "I will then use the calculated the mean of AI exposure from the first research question to compare datasets.\n",
+    "\n",
+    "Using both means (average probability job automation and average AI exposure), I will compare the data, generating a chart to graphically analyze if AI use impacts the job's automation in 2030. I will generate a scatterplot that will include the line of regression to show if there is any statistical significance.  \n"
    ]
   },
   {
@@ -206,32 +601,185 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 147,
    "id": "pursuant-surrey",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Job_Title\n",
+       "AI Engineer            0.172214\n",
+       "Chef                   0.495674\n",
+       "Construction Worker    0.825962\n",
+       "Customer Support       0.825263\n",
+       "Data Scientist         0.496287\n",
+       "Doctor                 0.176742\n",
+       "Financial Analyst      0.485099\n",
+       "Graphic Designer       0.529000\n",
+       "HR Specialist          0.490764\n",
+       "Lawyer                 0.486439\n",
+       "Marketing Manager      0.494776\n",
+       "Mechanic               0.485294\n",
+       "Nurse                  0.175634\n",
+       "Research Scientist     0.174161\n",
+       "Retail Worker          0.834710\n",
+       "Security Guard         0.833052\n",
+       "Software Engineer      0.508686\n",
+       "Teacher                0.175783\n",
+       "Truck Driver           0.818627\n",
+       "UX Researcher          0.492395\n",
+       "Name: Automation_Probability_2030, dtype: float64"
+      ]
+     },
+     "execution_count": 147,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "#######################################################################\n",
-    "### 💻 YOUR WORK GOES HERE TO ANSWER THE SECOND RESEARCH QUESTION 💻 \n",
-    "###\n",
-    "### Your data analysis may include a statistic and/or a data visualization\n",
-    "#######################################################################"
+    "job_automation_mean = df.groupby(\"Job_Title\")[\"Automation_Probability_2030\"].mean()\n",
+    "\n",
+    "job_automation_mean"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 148,
    "id": "located-night",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='Automation_Probability_2030', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 148,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "# 💻 YOU CAN ADD NEW CELLS WITH THE \"+\" BUTTON "
+    "job_automation_df = job_automation_mean.reset_index()\n",
+    "sns.barplot(data=job_automation_df,x=\"Automation_Probability_2030\",y=\"Job_Title\")"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "infectious-symbol",
    "metadata": {},
+   "source": [
+    "From the dataset - Construction Worker, Customer Support, Retail Worker, Security Guard, and Truck Driver are the top average jobs to be automated by 2030. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 149,
+   "id": "50db9230-bd43-4df6-bb43-56e6611eb44c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Job_Title'>"
+      ]
+     },
+     "execution_count": 149,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "job_summary = job_ai_mean_df.merge(job_automation_df, on=\"Job_Title\")\n",
+    "\n",
+    "sns.barplot(data=job_summary, x=\"AI_Exposure_Index\", y=\"Job_Title\", color=\"green\", label=\"AI Exposure\")\n",
+    "sns.barplot( data=job_summary, x=\"Automation_Probability_2030\", y=\"Job_Title\", color=\"orange\", label=\"Automation Likelihood\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 150,
+   "id": "118369cc-eb99-4959-8853-73d1e1b3b3c2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Correlation between AI exposure and automation likelihood: 0.2625603926789058\n"
+     ]
+    }
+   ],
+   "source": [
+    "correlation = job_summary[\"AI_Exposure_Index\"].corr(job_summary[\"Automation_Probability_2030\"])\n",
+    "print(\"Correlation between AI exposure and automation likelihood:\", correlation)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 151,
+   "id": "655d2a85-df62-4f3d-b6e5-16469662639d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Axes: xlabel='AI_Exposure_Index', ylabel='Automation_Probability_2030'>"
+      ]
+     },
+     "execution_count": 151,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.scatterplot(data=job_summary,x=\"AI_Exposure_Index\",y=\"Automation_Probability_2030\")\n",
+    "sns.regplot(data=job_summary,x=\"AI_Exposure_Index\",y=\"Automation_Probability_2030\")\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "09536861-f1af-4da0-b8b2-ee255910c64f",
+   "metadata": {},
+   "source": [
+    "The correlation is 0.262 and the line of regression is a weak positive slope where the relationship between the use of AI and probability that the job will be automated is not strong. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1fd3a10d-f8f2-48e9-9909-1f4658a70142",
+   "metadata": {},
    "source": [
     "# Discussion"
    ]
@@ -251,14 +799,11 @@
    "id": "bearing-stadium",
    "metadata": {},
    "source": [
-    "*It's important to recognize the limitations of our research.\n",
-    "Consider the following:*\n",
+    "The results do not give an accurate depiction of the relationship between AI use, technology growth and automation risk. The correlation between AI use and technology growth was weakly positive same as the correlation with AI use and automation of a job. There was some relatioship but it does not strongly predict the use/exposure of AI in a job will increase technology growth or automation of the job. \n",
     "\n",
-    "- *Do the results give an accurate depiction of your research question? Why or why not?*\n",
-    "- *What were limitations of your datset?*\n",
-    "- *Are there any known biases in the data?*\n",
+    "One limination of this dataset is it only includes 20 jobs. This does not fully represent the workforce. Another limination of this dataset is the Automation is a probability. It is not known where that probabilty statistic has come from and why that number is the number. \n",
     "\n",
-    "✏️ *Write your answer below:*"
+    "There could be biases in the data as some of the data is simplified rather than exact. Another bias is the job titles are very broad. For example, there are multiple different types of teachers such as art teacher, mathematics, history, or elementary where there is just teachers as the broad category leading to some bias. "
    ]
   },
   {
@@ -274,15 +819,18 @@
    "id": "about-raise",
    "metadata": {},
    "source": [
-    "*Summarize what you discovered through the research. Consider the following:*\n",
+    "Through this research, I have learned that an increase of AI within a job does not necessarily mean there will be an increase of technology or liklihood of automation of that job. While there was a slight positive increase and relationship this could potentially change over the next new months as this is an evolving topic that continues to change. Based on this data, jobs may integrate AI to support human work rather than replace the job itself. \n",
     "\n",
-    "- *What did you learn about your media consumption/digital habits?*\n",
-    "- *Did the results make sense?*\n",
-    "- *What was most surprising?*\n",
-    "- *How will this project impact you going forward?*\n",
-    "\n",
-    "✏️ *Write your answer below:*"
+    "It was very suprising to see the results to be so small. From all the information, I have learned about AI I felt that results would have shown a greater liklihood of use of AI, technology growth, and job automation. Going foward this project can help show that AI can be used to support each other's ideas rather than replacing people's job. "
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36315e4d-7b8d-4669-974f-a469e941239f",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -310,7 +858,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.7"
+   "version": "3.13.7"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/data/.ipynb_checkpoints/AI_Impact_on_Jobs_2030-checkpoint.csv b/data/.ipynb_checkpoints/AI_Impact_on_Jobs_2030-checkpoint.csv
new file mode 100644
index 0000000..d697806
--- /dev/null
+++ b/data/.ipynb_checkpoints/AI_Impact_on_Jobs_2030-checkpoint.csv
@@ -0,0 +1,3001 @@
+Job_Title,Average_Salary,Years_Experience,Education_Level,AI_Exposure_Index,Tech_Growth_Factor,Automation_Probability_2030,Risk_Category,Skill_1,Skill_2,Skill_3,Skill_4,Skill_5,Skill_6,Skill_7,Skill_8,Skill_9,Skill_10
+Security Guard,45795,28,Master's,0.18,1.28,0.85,High,0.45,0.1,0.46,0.33,0.14,0.65,0.06,0.72,0.94,0.0
+Research Scientist,133355,20,PhD,0.62,1.11,0.05,Low,0.02,0.52,0.4,0.05,0.97,0.23,0.09,0.62,0.38,0.98
+Construction Worker,146216,2,High School,0.86,1.18,0.81,High,0.01,0.94,0.56,0.39,0.02,0.23,0.24,0.68,0.61,0.83
+Software Engineer,136530,13,PhD,0.39,0.68,0.6,Medium,0.43,0.21,0.57,0.03,0.84,0.45,0.4,0.93,0.73,0.33
+Financial Analyst,70397,22,High School,0.52,1.46,0.64,Medium,0.75,0.54,0.59,0.97,0.61,0.28,0.3,0.17,0.02,0.42
+AI Engineer,92592,11,Master's,0.29,0.51,0.1,Low,0.71,0.79,0.61,0.93,0.65,0.91,0.85,0.45,0.1,0.37
+Mechanic,107373,23,PhD,0.67,1.09,0.41,Medium,0.56,0.38,0.97,0.85,0.72,0.24,0.26,0.04,0.71,0.11
+Teacher,53419,12,High School,0.2,1.4,0.17,Low,0.56,0.7,0.14,0.6,0.54,0.2,0.94,0.6,0.69,0.88
+HR Specialist,139225,12,Master's,0.3,0.61,0.48,Medium,0.22,0.42,0.88,0.32,0.12,0.36,0.91,0.27,0.65,0.0
+Customer Support,85016,2,High School,0.01,1.01,0.8,High,0.22,0.12,0.34,0.94,0.32,0.52,0.7,0.36,0.97,0.96
+UX Researcher,82733,6,High School,0.5,0.8,0.41,Medium,0.04,0.61,0.5,0.05,0.28,0.91,0.24,0.14,0.49,0.99
+Financial Analyst,117455,22,High School,0.67,1.26,0.4,Medium,0.73,0.37,0.63,0.63,0.54,0.09,0.84,0.32,0.19,0.04
+Lawyer,79811,27,High School,0.68,0.52,0.5,Medium,0.23,0.65,0.17,0.69,0.39,0.94,0.14,0.34,0.11,0.92
+Data Scientist,115981,9,High School,0.26,1.16,0.63,Medium,0.56,0.53,0.24,0.09,0.9,0.9,0.63,0.34,0.35,0.73
+Research Scientist,96690,19,Master's,0.89,1.28,0.21,Low,0.08,0.16,0.9,0.61,0.01,0.1,0.66,0.01,0.16,0.55
+Graphic Designer,32869,2,High School,0.65,0.72,0.58,Medium,0.24,0.33,0.75,0.65,0.85,0.66,0.57,0.09,0.37,0.27
+Teacher,36893,29,Bachelor's,0.97,0.89,0.27,Low,0.63,0.79,0.5,0.58,0.49,0.2,0.72,0.28,0.02,0.65
+Teacher,103744,11,Bachelor's,0.94,1.45,0.28,Low,0.37,0.02,0.93,0.43,0.97,0.96,0.85,0.29,0.39,0.85
+Retail Worker,148015,2,PhD,0.17,1.06,0.93,High,0.7,0.57,0.1,0.62,0.99,0.14,0.52,0.88,0.74,0.7
+Doctor,108069,15,Master's,0.55,0.8,0.15,Low,0.26,0.61,0.08,0.01,0.63,0.19,0.07,0.4,0.05,0.89
+AI Engineer,43403,1,High School,0.09,1.08,0.06,Low,0.47,0.54,0.29,0.59,0.03,0.04,0.82,0.36,0.13,0.52
+HR Specialist,49508,27,Bachelor's,0.22,1.12,0.33,Medium,0.05,0.53,0.54,0.64,0.73,0.98,0.52,0.32,0.8,0.27
+Teacher,58251,25,PhD,0.08,0.53,0.29,Low,0.84,0.7,0.41,0.17,0.16,0.25,0.55,0.71,0.66,0.28
+Financial Analyst,33343,28,High School,0.74,1.05,0.54,Medium,0.42,0.25,0.36,0.76,0.01,0.12,0.05,0.04,0.86,0.7
+AI Engineer,125435,15,PhD,0.1,0.99,0.17,Low,0.17,0.43,0.4,0.62,0.64,0.05,0.37,0.63,0.5,0.86
+Software Engineer,39540,12,High School,0.16,0.57,0.56,Medium,0.03,0.59,0.94,0.58,0.39,0.64,0.46,0.55,0.94,0.39
+Mechanic,68304,7,Master's,0.91,0.7,0.33,Medium,0.1,0.02,0.09,0.68,0.07,0.32,0.84,0.02,0.81,0.28
+Customer Support,33267,25,PhD,0.7,1.13,0.92,High,0.74,0.8,0.28,0.18,0.75,0.81,0.99,0.41,0.37,0.78
+HR Specialist,89031,22,Master's,0.93,1.36,0.47,Medium,0.75,0.75,0.1,0.9,0.51,0.83,0.32,0.9,0.39,0.01
+HR Specialist,102936,18,Master's,0.09,0.82,0.68,Medium,0.95,0.57,0.63,0.45,0.29,0.33,0.67,0.75,0.79,0.79
+Teacher,114076,20,Master's,0.49,0.56,0.19,Low,0.44,0.89,0.35,0.12,0.14,0.76,0.62,0.1,0.08,0.7
+Retail Worker,69081,8,High School,0.82,1.21,0.72,High,0.08,0.99,0.37,0.37,0.81,0.95,0.99,0.75,0.38,0.08
+Retail Worker,102124,11,Bachelor's,0.56,0.92,0.93,High,0.11,0.49,0.01,0.47,0.06,0.12,0.12,0.65,0.75,0.58
+Truck Driver,91629,24,High School,0.37,0.79,0.92,High,0.22,0.96,0.01,0.97,0.04,0.89,0.53,0.99,0.07,0.55
+Teacher,43843,24,PhD,0.52,1.13,0.22,Low,0.45,0.63,0.58,0.9,0.05,0.28,0.95,0.89,0.46,0.62
+Mechanic,59703,25,Bachelor's,0.19,0.96,0.44,Medium,0.58,0.08,0.97,0.99,0.7,0.54,0.31,0.81,0.68,0.16
+Mechanic,64349,2,Bachelor's,0.82,1.45,0.59,Medium,0.61,0.42,0.93,0.87,0.05,0.03,0.38,0.81,0.99,0.15
+Customer Support,92292,25,Bachelor's,0.38,1.47,0.91,High,0.84,0.47,0.41,0.27,0.06,0.86,0.81,1.0,1.0,0.56
+Chef,53524,20,PhD,0.94,1.35,0.4,Medium,0.45,0.13,0.95,0.61,0.23,0.67,0.62,0.36,0.11,0.67
+Retail Worker,88017,21,Bachelor's,0.77,1.02,0.91,High,0.55,0.56,0.88,0.4,0.13,0.03,0.76,0.62,0.7,0.21
+Graphic Designer,111317,27,PhD,0.98,1.11,0.55,Medium,0.55,0.09,0.73,0.55,0.45,0.91,0.3,0.52,0.7,0.8
+Doctor,144825,23,Bachelor's,0.84,1.27,0.07,Low,0.05,0.62,0.35,0.21,0.58,0.34,0.54,0.46,0.58,0.4
+Research Scientist,52415,7,PhD,0.18,1.2,0.15,Low,0.87,0.52,0.97,0.6,0.22,0.82,0.35,0.35,0.03,0.55
+Construction Worker,134680,11,PhD,0.21,0.86,0.83,High,0.69,0.04,0.8,0.63,0.08,0.87,0.92,0.06,0.28,0.81
+Customer Support,109714,28,PhD,0.99,1.04,0.93,High,0.24,0.76,0.53,0.72,0.06,0.15,0.13,0.69,0.84,0.75
+Data Scientist,97067,12,High School,0.87,0.85,0.46,Medium,0.1,0.74,0.18,0.56,0.84,0.09,0.54,0.23,0.34,0.47
+Construction Worker,37561,2,Master's,0.65,0.98,0.85,High,0.74,0.56,0.59,0.56,0.38,0.34,0.9,0.61,0.24,0.5
+Teacher,142581,4,High School,0.93,0.51,0.11,Low,0.37,0.49,0.85,0.09,0.81,0.06,0.84,0.05,0.02,0.7
+UX Researcher,39111,5,Bachelor's,0.4,1.47,0.65,Medium,0.82,0.26,0.17,0.67,0.93,0.56,0.57,0.28,0.77,0.19
+Retail Worker,72101,3,High School,0.43,1.01,0.76,High,0.11,0.61,0.29,0.58,0.15,0.48,0.53,0.05,0.34,0.13
+Security Guard,117958,9,High School,0.99,0.82,0.9,High,0.25,0.68,0.76,0.6,0.47,0.41,0.35,0.93,0.83,0.97
+AI Engineer,97444,23,High School,0.99,0.71,0.14,Low,0.93,0.72,0.05,0.78,0.83,0.75,0.8,0.83,0.19,0.24
+AI Engineer,30077,25,High School,0.91,0.82,0.2,Low,0.68,0.45,0.71,0.9,0.62,0.54,0.44,0.58,0.36,0.39
+UX Researcher,148721,13,High School,0.07,0.73,0.52,Medium,0.43,0.33,0.73,0.69,0.17,0.88,0.5,0.74,0.57,1.0
+Customer Support,127720,0,High School,0.71,1.28,0.74,High,0.2,0.71,0.49,0.75,0.1,0.54,0.38,0.46,0.6,0.5
+Data Scientist,50103,4,Master's,0.49,0.91,0.61,Medium,0.01,0.6,0.57,0.72,0.6,0.83,0.96,0.34,0.23,0.42
+Graphic Designer,145033,13,High School,0.61,1.41,0.36,Medium,0.1,0.26,0.73,0.59,0.1,0.92,0.79,0.02,0.65,0.77
+Doctor,95310,25,Bachelor's,0.07,0.58,0.08,Low,0.84,0.91,0.12,0.24,0.17,0.19,0.84,0.33,0.31,0.23
+Mechanic,93374,20,Master's,0.38,1.24,0.38,Medium,0.79,0.6,0.11,0.41,0.86,0.92,0.47,0.48,0.92,0.59
+Research Scientist,71914,11,Master's,0.91,0.75,0.19,Low,0.17,0.03,0.31,0.78,0.28,0.22,0.21,0.52,0.98,0.46
+Financial Analyst,132547,21,PhD,0.86,1.04,0.37,Medium,0.3,0.31,0.4,0.43,0.8,0.35,0.47,0.62,0.38,0.84
+UX Researcher,119106,17,Master's,0.29,1.21,0.51,Medium,0.53,0.48,0.5,0.77,0.1,0.33,0.08,0.75,0.27,0.9
+UX Researcher,82603,0,High School,0.03,0.66,0.59,Medium,0.66,0.03,0.22,0.23,0.67,0.02,0.1,0.8,0.18,0.65
+Security Guard,131358,7,Bachelor's,0.1,0.74,0.88,High,0.86,0.83,0.4,0.67,0.2,0.29,0.9,0.01,0.09,0.21
+Security Guard,83394,15,High School,0.18,1.08,0.81,High,0.89,0.82,0.34,0.26,0.38,0.59,0.27,0.62,0.41,0.55
+Nurse,92516,11,Bachelor's,0.22,1.47,0.24,Low,0.11,0.57,0.99,0.47,0.18,0.48,0.51,0.74,0.7,0.4
+Graphic Designer,53752,21,Master's,0.65,0.92,0.35,Medium,0.9,0.69,0.68,0.82,0.53,0.82,0.5,0.07,0.41,0.5
+AI Engineer,108411,22,PhD,0.11,0.64,0.12,Low,0.27,0.73,0.25,0.63,0.49,0.57,0.84,0.4,0.77,0.42
+Chef,116145,27,Master's,0.96,0.68,0.34,Medium,0.77,0.07,0.84,0.44,0.92,0.72,0.61,0.95,0.4,0.95
+Data Scientist,124613,4,High School,0.48,0.77,0.52,Medium,0.16,0.84,0.85,0.96,0.15,0.62,0.47,0.34,0.35,0.41
+Marketing Manager,30060,10,PhD,0.6,0.96,0.33,Medium,0.08,0.0,0.97,0.01,0.1,0.31,0.81,0.96,0.79,0.69
+Marketing Manager,87134,11,High School,0.54,1.37,0.59,Medium,0.81,0.66,0.69,0.85,0.25,0.49,0.22,0.99,0.94,0.04
+Construction Worker,67641,15,PhD,0.93,0.68,0.84,High,0.92,0.03,0.7,0.3,0.92,0.97,0.94,0.47,0.86,0.84
+Research Scientist,67265,26,Master's,0.83,0.54,0.2,Low,0.23,0.12,0.08,0.7,0.34,0.72,0.07,0.32,0.54,0.79
+Customer Support,145608,12,Master's,0.63,1.39,0.85,High,0.23,0.02,0.87,0.02,0.87,0.53,0.94,0.8,1.0,0.35
+Mechanic,59629,16,High School,0.4,0.98,0.55,Medium,0.87,0.98,0.77,0.42,0.42,0.74,0.24,0.11,0.35,0.29
+Data Scientist,85619,17,Bachelor's,0.23,0.54,0.31,Medium,0.99,0.43,0.38,0.68,0.22,0.95,0.79,0.09,0.42,0.88
+Software Engineer,136506,29,PhD,0.61,0.67,0.7,Medium,0.23,0.94,0.65,0.61,0.51,0.23,0.18,0.22,0.19,0.78
+Research Scientist,148533,4,High School,0.06,1.47,0.27,Low,0.93,0.99,0.17,0.4,0.76,0.7,0.15,0.82,0.22,0.22
+Financial Analyst,105758,24,Bachelor's,0.59,1.08,0.34,Medium,0.88,0.27,0.13,0.89,0.96,0.86,0.81,0.66,0.55,0.09
+Marketing Manager,55559,27,Master's,0.37,0.76,0.59,Medium,0.5,0.08,0.22,0.68,0.08,0.85,0.5,0.48,0.59,0.82
+Financial Analyst,31591,7,Master's,0.68,1.07,0.41,Medium,0.88,0.8,0.66,0.85,0.87,0.71,0.84,0.7,0.68,0.62
+Financial Analyst,32469,27,Master's,0.16,1.38,0.65,Medium,0.03,0.83,0.13,0.34,0.74,0.16,0.82,0.83,0.51,0.01
+Marketing Manager,117263,12,Bachelor's,0.62,1.48,0.55,Medium,0.26,0.63,0.54,0.78,0.11,0.76,0.54,0.96,0.34,0.63
+Retail Worker,121357,4,Master's,0.1,1.44,0.87,High,0.07,0.3,0.71,0.07,0.58,0.35,0.62,0.05,0.87,0.97
+Nurse,54860,11,High School,0.75,0.63,0.24,Low,0.02,0.02,0.32,0.49,0.77,0.68,0.45,0.27,1.0,0.43
+Retail Worker,36540,8,PhD,0.16,1.29,0.87,High,0.22,0.08,0.68,0.65,0.27,0.95,0.15,0.43,0.94,0.42
+Retail Worker,58602,19,High School,0.4,0.77,0.95,High,0.41,0.89,0.23,0.21,0.03,0.65,0.37,0.86,0.47,0.97
+Lawyer,69341,24,PhD,0.87,1.28,0.61,Medium,0.84,0.76,0.63,0.13,0.03,0.92,0.62,0.8,0.48,0.12
+Doctor,41536,29,PhD,0.69,0.93,0.1,Low,0.49,0.06,0.58,0.27,0.8,0.31,0.46,0.01,0.07,0.39
+Marketing Manager,113309,14,Master's,0.6,0.79,0.58,Medium,0.86,0.78,0.04,0.48,0.1,0.24,0.99,0.14,0.5,0.62
+AI Engineer,78787,0,Master's,0.56,0.51,0.13,Low,0.52,0.09,0.35,0.03,0.08,0.4,0.13,0.57,0.69,0.8
+Graphic Designer,98577,9,High School,0.17,0.6,0.55,Medium,0.71,0.03,0.94,0.05,0.54,0.71,0.87,0.71,0.8,0.34
+Construction Worker,54826,6,Master's,0.66,1.05,0.85,High,0.78,0.48,0.04,0.16,0.44,0.72,0.59,0.65,0.48,0.62
+Marketing Manager,61890,22,Master's,0.47,1.24,0.65,Medium,0.43,0.04,0.16,0.02,0.65,0.33,0.54,0.49,0.08,0.4
+HR Specialist,75500,28,Bachelor's,0.42,0.7,0.64,Medium,0.17,0.96,0.42,0.85,0.63,0.74,0.77,0.5,0.54,0.51
+Truck Driver,95128,3,PhD,0.03,0.9,0.85,High,0.6,0.79,0.66,0.99,0.28,0.36,0.38,0.47,0.84,0.24
+UX Researcher,49975,3,High School,0.91,0.68,0.4,Medium,0.97,0.18,0.85,0.49,0.25,0.87,0.45,0.51,0.36,0.59
+Chef,75893,16,Master's,0.39,1.47,0.4,Medium,0.66,0.33,0.77,0.13,0.97,0.45,0.24,0.07,0.17,0.52
+HR Specialist,106619,29,High School,0.15,0.95,0.54,Medium,0.95,0.25,0.36,0.38,0.61,0.36,0.53,0.78,0.71,0.45
+HR Specialist,113310,14,High School,0.56,1.04,0.31,Medium,0.99,0.12,0.23,0.05,0.64,0.22,0.18,0.09,0.1,0.58
+AI Engineer,55611,9,High School,0.4,0.98,0.22,Low,0.02,0.32,0.97,0.58,0.25,0.52,0.34,0.53,0.13,0.13
+Truck Driver,108131,15,Bachelor's,0.94,1.23,0.74,High,0.19,0.73,0.16,0.23,0.96,0.26,0.66,0.98,0.37,0.02
+Research Scientist,58625,16,Bachelor's,0.83,1.36,0.24,Low,0.11,0.8,0.92,0.6,0.94,0.83,0.67,0.58,0.35,0.16
+Lawyer,47087,5,Bachelor's,0.32,1.37,0.7,Medium,0.75,0.09,0.29,0.11,0.65,0.77,0.93,0.44,0.9,0.88
+Customer Support,143942,18,Bachelor's,0.87,0.88,0.77,High,0.65,0.33,0.63,0.61,0.56,0.38,0.55,0.6,0.55,0.44
+Mechanic,109973,25,High School,0.59,0.67,0.56,Medium,0.76,0.5,0.54,0.95,0.85,0.91,0.81,0.11,0.15,0.53
+Truck Driver,57598,11,PhD,0.48,0.89,0.84,High,0.75,0.72,0.52,0.82,0.43,0.9,0.07,0.95,0.65,0.38
+Doctor,75379,20,Bachelor's,0.48,0.69,0.09,Low,0.62,0.52,0.67,0.93,0.53,0.58,0.09,0.72,0.4,0.98
+HR Specialist,130441,24,High School,0.52,0.62,0.64,Medium,0.8,0.18,0.3,0.79,0.19,0.92,0.42,0.09,0.82,0.37
+UX Researcher,72668,9,High School,0.11,0.5,0.56,Medium,0.52,0.59,0.79,0.65,0.17,0.36,0.91,0.77,0.56,0.26
+Data Scientist,140641,23,Master's,0.82,0.92,0.57,Medium,0.1,0.62,0.45,0.59,0.17,0.74,0.86,0.22,0.1,0.02
+Marketing Manager,46014,2,PhD,0.61,1.05,0.39,Medium,0.39,0.59,0.5,0.99,0.14,0.7,0.4,0.43,0.72,0.69
+Data Scientist,92438,23,Bachelor's,0.13,0.6,0.59,Medium,0.58,0.27,0.08,0.09,0.89,0.19,0.32,0.23,0.35,0.07
+Doctor,102240,27,High School,0.07,1.3,0.11,Low,0.54,0.88,0.65,0.53,0.32,0.33,0.67,0.99,0.66,0.56
+Truck Driver,39686,29,PhD,0.33,1.08,0.72,High,0.96,0.63,0.75,0.17,0.41,0.42,0.82,0.0,0.3,0.98
+Mechanic,40754,15,PhD,0.38,0.62,0.69,Medium,0.02,0.74,0.77,0.24,0.67,0.09,0.26,0.79,0.86,0.61
+Retail Worker,40699,5,Bachelor's,0.16,0.56,0.73,High,0.23,0.34,0.38,0.35,0.24,0.51,0.83,0.28,0.94,0.87
+HR Specialist,120373,2,PhD,0.79,1.07,0.53,Medium,0.39,0.5,0.4,0.54,0.63,0.67,0.53,0.72,0.14,0.21
+Software Engineer,70461,8,High School,0.32,0.52,0.36,Medium,0.22,0.96,0.57,0.93,0.58,0.48,0.31,0.61,0.14,0.9
+HR Specialist,103965,28,High School,0.32,1.45,0.63,Medium,0.67,0.12,0.48,0.51,0.23,0.08,0.78,0.12,0.59,0.94
+Research Scientist,58179,17,PhD,0.28,1.35,0.05,Low,0.02,0.6,0.36,0.39,0.56,0.19,0.21,0.48,0.75,0.62
+Doctor,125694,8,PhD,0.43,0.67,0.07,Low,0.78,0.27,0.18,0.69,0.62,0.63,0.23,0.23,0.22,0.17
+Chef,128723,27,High School,0.85,1.22,0.62,Medium,0.4,0.65,0.35,0.53,0.48,0.18,0.39,0.96,0.25,0.13
+Financial Analyst,36548,21,Bachelor's,0.79,1.08,0.57,Medium,0.19,0.62,0.32,0.83,0.63,0.2,0.06,0.04,0.37,0.27
+Research Scientist,40634,20,PhD,0.84,0.6,0.17,Low,0.15,0.32,0.74,0.48,0.38,0.39,0.46,0.79,0.89,0.96
+HR Specialist,62784,23,Master's,0.32,1.19,0.48,Medium,0.25,0.84,0.04,0.9,0.46,0.64,0.66,0.9,0.64,0.61
+Nurse,37099,22,High School,0.52,0.65,0.23,Low,0.51,0.68,0.04,0.08,0.72,0.07,0.07,0.01,0.96,0.74
+Graphic Designer,74857,13,Bachelor's,0.99,1.47,0.68,Medium,0.78,0.35,0.41,0.55,0.83,0.07,0.42,0.08,0.51,0.9
+Data Scientist,91063,7,Master's,0.62,0.88,0.38,Medium,0.12,0.62,0.77,0.64,0.53,0.04,0.97,0.8,0.29,0.98
+Security Guard,89765,12,PhD,0.58,1.25,0.9,High,0.66,0.13,0.34,0.93,0.22,0.37,0.43,0.44,0.61,0.94
+Mechanic,32461,19,High School,0.12,0.7,0.65,Medium,0.65,0.29,0.82,0.86,0.85,0.92,0.25,0.76,0.46,0.84
+Teacher,53911,13,Master's,0.78,1.16,0.09,Low,0.55,0.98,0.94,0.04,0.16,0.13,0.73,0.82,0.21,0.51
+Financial Analyst,50567,11,Bachelor's,0.73,1.04,0.54,Medium,0.51,0.3,0.57,0.69,0.87,0.64,0.76,0.16,0.46,0.01
+Marketing Manager,52656,11,Bachelor's,0.73,1.49,0.34,Medium,0.4,0.8,0.2,0.56,0.73,0.62,0.19,0.36,0.78,0.55
+Research Scientist,77701,9,Bachelor's,0.76,0.54,0.24,Low,0.2,0.96,0.37,0.33,0.15,0.31,0.88,1.0,0.37,0.45
+Graphic Designer,137539,9,High School,0.89,1.09,0.46,Medium,0.41,0.7,0.0,0.62,0.36,0.79,0.09,0.59,0.48,0.64
+Research Scientist,46087,4,High School,0.58,1.06,0.19,Low,0.6,0.68,0.8,0.27,0.83,0.5,0.08,0.06,0.33,0.78
+Lawyer,67861,20,PhD,0.79,1.02,0.48,Medium,0.15,0.33,0.43,0.09,0.22,0.6,0.74,1.0,0.93,0.64
+Construction Worker,89792,5,Master's,0.64,1.29,0.73,High,0.41,0.84,0.38,0.57,0.59,0.18,0.36,0.33,0.03,0.02
+Chef,36397,21,Bachelor's,0.27,1.02,0.42,Medium,0.94,0.26,0.43,0.87,0.84,0.19,0.8,0.46,0.48,0.13
+Data Scientist,49715,29,Master's,0.73,1.0,0.47,Medium,0.73,0.77,0.16,0.61,0.14,0.75,0.66,0.96,0.07,0.06
+Lawyer,122573,21,High School,0.26,0.75,0.66,Medium,0.25,0.27,0.76,0.45,0.78,0.07,0.49,0.03,0.06,0.91
+Graphic Designer,133864,20,Master's,0.53,0.91,0.44,Medium,0.9,0.02,0.66,0.96,0.56,0.94,0.05,0.42,0.26,0.73
+Chef,48745,20,Master's,0.26,1.15,0.38,Medium,0.57,0.46,0.97,0.61,0.35,0.11,0.15,0.23,0.25,0.85
+Doctor,49446,0,Master's,0.52,0.61,0.27,Low,0.72,0.07,0.71,0.54,0.08,0.46,0.48,0.17,0.95,0.85
+Nurse,98673,9,Master's,0.46,0.91,0.21,Low,0.55,0.06,0.51,0.81,0.46,0.05,0.79,0.2,0.26,0.16
+Customer Support,93870,3,PhD,0.76,1.02,0.75,High,0.88,0.88,0.87,0.24,0.45,0.98,0.77,0.03,0.07,0.46
+Financial Analyst,72951,11,High School,0.54,1.0,0.34,Medium,0.66,0.82,0.38,0.78,0.96,0.2,0.52,0.29,0.79,0.58
+Construction Worker,37239,22,High School,0.64,0.7,0.92,High,0.52,0.45,0.56,0.17,0.61,0.36,0.9,0.17,0.51,0.6
+Customer Support,149798,7,PhD,0.89,1.15,0.74,High,0.44,0.62,0.08,0.88,0.8,0.51,0.97,0.42,0.98,0.67
+Security Guard,149052,1,Bachelor's,0.17,1.38,0.81,High,0.16,0.01,0.56,0.53,0.72,0.89,0.08,0.73,0.19,0.86
+Teacher,39587,5,Bachelor's,0.54,1.21,0.13,Low,0.47,0.82,0.46,0.36,0.49,0.83,0.34,0.17,0.71,0.83
+Marketing Manager,120301,0,Master's,0.24,0.64,0.44,Medium,0.45,0.75,0.65,0.62,0.35,0.84,0.47,0.98,0.63,0.13
+HR Specialist,117969,1,PhD,0.31,0.5,0.57,Medium,0.17,0.66,0.99,0.07,0.08,0.34,0.87,0.22,0.36,0.07
+Security Guard,39528,20,High School,0.41,1.26,0.93,High,0.23,0.81,0.06,0.9,0.65,0.87,0.0,0.17,0.39,0.38
+Teacher,95677,3,Master's,0.38,0.63,0.15,Low,0.8,0.48,0.02,0.42,0.03,0.97,0.13,0.71,0.97,0.83
+HR Specialist,51778,8,Bachelor's,0.84,1.48,0.55,Medium,0.56,0.63,0.53,0.64,0.45,0.22,0.12,0.07,0.26,0.05
+Lawyer,36816,23,High School,0.28,1.32,0.33,Medium,0.23,0.73,0.6,0.06,0.88,0.88,0.33,0.34,0.99,0.63
+Research Scientist,53567,28,Bachelor's,0.84,0.79,0.16,Low,0.27,0.79,0.57,0.66,0.25,0.22,0.49,0.74,0.53,0.03
+Lawyer,121170,16,Bachelor's,0.06,1.46,0.31,Medium,0.69,0.08,0.91,0.46,0.14,0.34,0.16,0.17,0.95,0.45
+AI Engineer,91944,28,Bachelor's,0.64,1.18,0.08,Low,0.23,0.79,0.97,0.26,0.27,0.47,0.98,0.27,0.41,0.89
+Security Guard,123905,16,Bachelor's,0.04,1.1,0.93,High,0.24,0.47,0.45,0.47,0.62,0.47,0.45,0.47,0.59,0.54
+Teacher,73056,13,Master's,0.05,1.33,0.26,Low,0.28,0.46,0.44,0.22,0.4,0.04,0.28,0.82,0.28,0.82
+Truck Driver,89156,18,Master's,0.88,1.07,0.71,High,0.68,0.04,0.45,0.93,0.17,0.39,0.73,0.88,0.67,0.26
+Marketing Manager,102124,15,PhD,0.3,1.22,0.68,Medium,0.72,0.86,0.0,0.72,0.83,0.04,0.87,0.26,0.67,0.8
+Doctor,54995,17,PhD,0.09,1.1,0.19,Low,0.9,0.4,0.32,0.75,0.41,0.65,0.65,0.89,0.6,0.5
+Mechanic,100194,21,High School,0.12,0.65,0.37,Medium,0.64,0.74,0.53,0.83,0.99,0.82,0.69,0.53,0.45,0.08
+Lawyer,97534,25,High School,0.91,1.31,0.39,Medium,0.47,0.82,0.07,0.39,0.85,0.4,0.08,0.54,0.86,0.59
+UX Researcher,123547,1,High School,0.38,0.95,0.53,Medium,0.76,0.1,0.89,0.01,0.37,0.03,0.39,0.53,0.51,0.17
+AI Engineer,111926,3,Bachelor's,0.04,1.26,0.29,Low,0.34,0.52,0.38,0.01,0.39,0.79,0.6,0.1,0.85,0.53
+HR Specialist,107487,19,Bachelor's,0.58,1.06,0.34,Medium,0.17,0.97,0.23,0.98,0.53,0.14,0.1,0.21,0.93,0.41
+HR Specialist,107362,17,Master's,0.31,0.65,0.5,Medium,0.13,0.84,0.37,0.37,0.47,0.44,0.99,0.55,0.09,0.61
+Financial Analyst,44973,19,Master's,0.03,1.47,0.61,Medium,0.98,0.48,0.53,0.17,0.25,0.84,0.36,0.83,0.71,0.18
+Research Scientist,30340,13,Master's,0.68,0.74,0.26,Low,0.54,0.17,0.58,1.0,0.15,0.82,0.21,0.78,0.73,0.3
+Doctor,104965,24,Bachelor's,0.79,0.96,0.23,Low,0.15,0.85,0.71,0.91,0.13,0.59,0.6,0.35,0.46,0.04
+Truck Driver,74789,10,Master's,0.55,0.56,0.87,High,0.47,0.03,0.97,0.95,0.51,0.09,0.75,0.49,0.3,0.49
+Security Guard,88954,0,High School,0.56,0.94,0.85,High,0.92,0.36,0.73,0.89,0.46,0.44,0.6,0.59,0.81,0.48
+Teacher,78456,7,PhD,0.85,0.94,0.26,Low,0.89,0.06,0.88,0.45,0.51,0.63,0.93,0.02,0.48,0.69
+Financial Analyst,116698,2,High School,0.69,0.63,0.42,Medium,0.36,0.8,0.28,0.21,0.96,0.01,1.0,0.68,0.83,0.29
+Chef,40886,2,High School,0.74,1.33,0.6,Medium,0.14,0.75,0.77,0.66,0.77,0.85,0.61,0.09,0.49,0.08
+AI Engineer,78511,3,High School,0.41,0.57,0.14,Low,0.11,0.81,0.95,0.07,0.96,0.52,0.3,0.08,0.5,0.79
+AI Engineer,136127,5,Master's,0.05,0.57,0.15,Low,0.3,0.23,0.28,0.8,0.93,0.41,0.91,0.32,0.48,0.23
+Truck Driver,45592,29,Bachelor's,0.98,1.1,0.79,High,0.65,0.12,0.89,0.5,0.45,0.59,0.62,0.07,0.68,0.24
+Security Guard,134859,13,Master's,0.82,1.3,0.84,High,0.52,0.14,0.78,0.27,0.5,0.28,0.13,0.63,0.05,0.75
+Nurse,119678,24,High School,0.0,1.01,0.06,Low,0.28,0.71,0.06,0.84,0.0,0.25,0.74,0.32,0.1,0.36
+UX Researcher,62402,8,Master's,0.84,0.81,0.62,Medium,0.89,0.43,0.91,0.38,0.96,0.09,0.69,0.49,0.39,0.63
+Mechanic,53478,9,Bachelor's,0.14,0.75,0.65,Medium,0.18,0.28,0.13,0.68,0.94,0.27,0.48,0.63,1.0,0.1
+Lawyer,52005,15,Bachelor's,0.39,1.37,0.49,Medium,0.11,0.63,0.77,0.0,0.86,0.19,0.55,0.42,0.72,0.37
+Security Guard,82389,10,Bachelor's,0.73,1.15,0.9,High,0.75,0.04,0.39,0.93,0.13,0.74,0.97,0.05,0.68,0.47
+Chef,84336,3,High School,0.09,0.54,0.57,Medium,0.82,0.78,0.54,0.1,0.69,0.24,0.91,0.84,0.71,0.95
+Financial Analyst,112594,24,High School,0.74,0.83,0.66,Medium,0.27,0.72,0.88,0.04,0.4,0.76,0.45,0.27,0.22,0.13
+Security Guard,85243,26,Bachelor's,0.58,0.58,0.8,High,0.37,0.18,0.44,0.33,0.34,0.74,0.22,0.64,0.57,0.57
+UX Researcher,85668,3,Master's,0.55,1.38,0.57,Medium,0.55,0.83,0.61,0.29,0.21,0.15,0.9,0.71,0.94,0.6
+Software Engineer,82428,14,Bachelor's,0.06,1.17,0.53,Medium,0.99,0.24,0.53,0.65,0.64,0.56,0.78,0.2,0.73,0.62
+Data Scientist,107240,25,Bachelor's,0.85,0.82,0.41,Medium,0.98,0.53,0.91,0.16,0.64,0.81,0.95,0.34,0.72,0.54
+UX Researcher,120270,8,Master's,0.69,1.19,0.67,Medium,0.5,0.23,0.04,0.42,0.3,0.76,0.35,0.95,0.96,0.62
+AI Engineer,74605,21,Master's,0.76,1.05,0.1,Low,0.46,0.56,0.86,0.48,0.9,0.67,0.14,0.99,0.53,0.39
+UX Researcher,140059,5,Bachelor's,0.11,1.14,0.5,Medium,0.41,0.95,0.52,0.22,0.46,0.92,0.18,0.21,0.01,0.01
+Mechanic,96155,18,Bachelor's,0.73,0.86,0.58,Medium,0.4,0.95,0.97,0.39,0.85,0.77,0.31,0.23,0.46,0.78
+Construction Worker,131971,23,Master's,0.76,1.36,0.85,High,0.84,0.78,0.38,0.55,0.8,0.05,0.81,0.18,0.51,0.81
+Teacher,57413,4,High School,0.25,0.9,0.27,Low,0.0,0.9,0.15,0.99,0.95,0.49,0.51,0.48,0.64,0.09
+Software Engineer,138125,2,Bachelor's,0.06,0.94,0.41,Medium,0.62,0.99,0.39,0.57,0.42,0.85,0.9,0.88,0.97,0.03
+HR Specialist,42602,10,PhD,0.75,0.73,0.68,Medium,0.15,0.68,0.22,0.43,0.72,0.56,0.43,0.33,0.84,0.14
+Research Scientist,110070,14,Master's,0.9,1.35,0.15,Low,0.76,0.82,0.89,0.54,0.2,0.26,0.3,0.59,0.03,0.64
+UX Researcher,50954,3,Master's,0.3,1.38,0.48,Medium,0.1,0.83,0.05,0.73,0.77,0.35,0.82,0.52,0.46,0.05
+Customer Support,118691,22,PhD,0.93,0.89,0.84,High,0.53,0.59,0.06,0.36,0.72,0.2,0.2,0.01,0.44,0.88
+Lawyer,120453,14,Bachelor's,0.19,0.81,0.59,Medium,0.64,0.42,0.76,0.61,0.9,0.82,0.25,0.27,0.13,0.34
+Software Engineer,37214,21,PhD,0.41,0.72,0.6,Medium,0.54,0.15,0.38,0.41,0.75,0.02,0.27,0.52,0.27,0.63
+Research Scientist,139269,24,High School,0.36,1.45,0.21,Low,0.13,0.56,0.78,0.71,0.17,0.97,0.45,0.16,0.18,0.1
+Construction Worker,119285,0,PhD,0.12,0.63,0.91,High,0.34,0.03,0.05,0.14,0.21,0.67,0.16,0.12,0.76,0.67
+Research Scientist,122268,22,Bachelor's,0.55,0.81,0.17,Low,0.51,0.39,0.91,0.02,0.78,0.12,0.8,0.62,0.84,0.1
+Customer Support,118791,26,Bachelor's,0.5,1.21,0.83,High,0.54,0.43,0.31,0.48,0.12,0.96,0.71,0.95,0.23,0.88
+Customer Support,86408,19,High School,0.68,1.13,0.78,High,0.82,0.5,0.07,0.31,0.94,0.85,0.98,0.63,0.25,0.16
+Financial Analyst,136464,16,PhD,0.02,0.89,0.38,Medium,0.41,0.93,0.43,0.88,0.61,0.25,0.36,0.08,0.33,0.68
+Graphic Designer,56049,29,Bachelor's,0.37,1.44,0.56,Medium,0.67,0.63,0.2,0.42,0.75,0.1,0.28,0.28,0.43,0.98
+Graphic Designer,84845,28,PhD,0.98,0.6,0.52,Medium,0.98,0.56,0.19,0.58,0.2,0.52,0.07,0.61,0.52,0.74
+Graphic Designer,133937,27,Master's,0.55,1.19,0.36,Medium,0.6,0.17,0.93,0.07,0.43,0.7,0.46,0.09,0.55,0.64
+AI Engineer,143557,2,High School,0.37,1.06,0.16,Low,0.67,0.58,0.53,0.25,0.0,0.17,0.12,0.45,0.61,0.21
+Data Scientist,32994,15,PhD,0.01,1.27,0.55,Medium,0.37,0.05,0.63,0.39,0.94,0.54,0.94,0.22,0.73,0.62
+Truck Driver,54351,5,PhD,0.98,0.6,0.7,Medium,0.43,0.09,0.75,0.91,0.43,0.26,0.43,0.72,0.01,0.59
+Teacher,74816,10,Master's,0.64,0.74,0.23,Low,0.09,0.2,0.88,0.74,0.01,0.25,0.21,0.27,0.25,0.06
+Financial Analyst,103788,17,Bachelor's,0.73,1.11,0.57,Medium,0.08,0.95,0.84,0.81,0.82,0.93,0.54,0.2,0.62,0.74
+Teacher,40103,26,Bachelor's,0.52,0.57,0.14,Low,0.92,0.58,0.54,0.27,0.37,0.9,0.67,0.79,0.45,0.63
+Marketing Manager,34458,26,High School,0.71,0.93,0.48,Medium,0.65,0.94,0.06,0.82,0.29,0.44,0.02,0.3,0.5,0.06
+Construction Worker,59493,23,Bachelor's,0.93,0.61,0.89,High,0.41,0.66,0.26,0.16,0.16,0.07,0.19,0.66,0.88,0.81
+Data Scientist,93059,18,High School,0.11,0.79,0.42,Medium,0.25,0.52,0.54,0.36,0.35,0.83,0.79,0.31,0.91,0.95
+Graphic Designer,121683,13,PhD,0.35,1.01,0.68,Medium,0.88,0.1,0.39,0.55,0.5,0.19,0.86,0.68,0.84,0.86
+Lawyer,46322,29,PhD,0.44,1.11,0.36,Medium,0.67,0.18,0.69,0.23,0.12,0.17,0.0,0.72,0.73,0.51
+Software Engineer,100293,21,Bachelor's,0.08,0.52,0.37,Medium,0.89,0.24,0.35,0.11,0.22,0.52,0.61,0.25,0.06,0.39
+Truck Driver,79298,21,Bachelor's,0.22,1.46,0.85,High,0.56,0.42,0.43,0.54,0.7,0.7,0.17,0.5,0.41,0.87
+Construction Worker,73937,28,PhD,0.53,0.62,0.85,High,0.12,0.34,0.14,0.69,0.21,0.39,0.9,0.2,0.51,0.42
+Lawyer,146464,29,High School,0.79,0.57,0.49,Medium,0.56,0.63,0.69,0.25,0.01,0.72,0.54,0.84,0.82,0.84
+Retail Worker,106274,11,High School,0.33,1.29,0.81,High,0.18,0.85,0.88,0.47,0.08,0.39,0.8,0.9,0.2,0.07
+Chef,32581,5,PhD,0.39,1.04,0.69,Medium,0.07,0.65,0.07,0.38,0.8,0.43,1.0,0.56,0.32,0.22
+Truck Driver,142309,13,Master's,0.37,0.57,0.79,High,0.46,0.72,0.66,0.71,0.01,0.22,0.66,0.48,0.01,0.8
+Marketing Manager,85612,23,High School,0.55,0.57,0.61,Medium,0.58,0.78,0.75,0.8,0.52,0.14,0.67,0.62,0.74,0.17
+Truck Driver,65710,27,Bachelor's,0.39,0.66,0.76,High,0.61,0.43,0.77,0.85,0.54,0.76,0.31,0.41,0.71,0.39
+Security Guard,46999,26,Master's,0.19,1.1,0.92,High,0.87,0.72,0.75,0.56,0.58,0.13,0.44,0.45,0.96,0.43
+Customer Support,142701,5,PhD,0.53,1.14,0.89,High,0.23,0.53,0.83,0.46,0.28,0.65,0.82,0.06,0.78,0.82
+Teacher,54031,22,PhD,0.98,1.29,0.24,Low,0.75,0.15,0.22,0.46,0.26,0.42,0.89,0.82,0.63,0.86
+Software Engineer,115679,5,PhD,0.43,0.7,0.51,Medium,0.74,0.44,0.67,0.09,0.75,0.81,0.71,0.97,0.83,0.9
+Mechanic,63724,26,PhD,0.81,1.36,0.7,Medium,0.24,0.04,0.41,0.13,0.02,0.36,0.78,0.57,0.31,0.65
+UX Researcher,131154,21,Master's,0.01,1.26,0.55,Medium,0.76,0.04,0.84,0.62,0.56,0.62,0.86,0.59,0.58,0.99
+Mechanic,100014,18,Bachelor's,0.44,1.21,0.46,Medium,0.23,0.6,0.93,0.93,0.34,0.53,0.21,1.0,0.98,0.65
+Nurse,35232,9,High School,0.72,1.09,0.06,Low,0.45,0.67,0.68,0.37,0.94,0.17,0.5,0.69,0.7,0.65
+Graphic Designer,114425,21,PhD,0.16,1.14,0.54,Medium,0.18,0.71,0.46,0.67,0.84,0.17,0.02,0.78,0.61,0.7
+Research Scientist,116795,7,High School,0.8,1.46,0.18,Low,0.49,0.4,0.15,0.57,0.28,0.92,0.58,0.59,0.35,0.05
+Customer Support,53559,28,Bachelor's,0.42,0.58,0.85,High,0.88,0.88,0.66,0.21,0.86,0.89,0.2,0.74,0.29,0.8
+Construction Worker,94418,18,Master's,0.03,1.4,0.86,High,0.97,0.47,0.85,0.06,0.34,0.07,0.98,0.82,0.85,0.94
+Data Scientist,117954,13,PhD,0.39,0.57,0.38,Medium,0.23,0.47,0.27,0.1,0.17,0.15,0.97,0.76,0.97,0.44
+Mechanic,105831,22,Master's,0.8,0.83,0.42,Medium,0.23,0.13,0.26,0.36,0.67,0.06,0.21,0.81,0.15,0.34
+HR Specialist,48814,23,Bachelor's,0.15,0.58,0.49,Medium,0.3,0.56,0.8,0.14,0.58,0.51,0.14,0.62,0.27,0.49
+Research Scientist,147904,0,High School,0.46,0.81,0.26,Low,0.06,0.42,0.46,0.73,0.57,0.67,0.78,0.86,0.31,0.54
+Chef,116694,12,High School,0.99,1.39,0.45,Medium,0.2,0.49,0.74,0.49,0.48,0.84,0.36,0.86,0.41,0.33
+Security Guard,74739,26,High School,0.76,0.63,0.75,High,0.95,0.18,0.57,0.58,0.49,0.64,0.23,0.55,0.37,0.66
+AI Engineer,110357,5,High School,0.85,0.67,0.26,Low,0.49,0.41,0.9,0.6,0.58,0.56,0.37,0.79,0.25,0.94
+Lawyer,44079,26,High School,0.34,1.23,0.53,Medium,0.34,0.99,0.03,0.25,0.52,0.52,0.59,0.75,0.62,0.6
+UX Researcher,103648,19,Bachelor's,0.38,0.73,0.41,Medium,0.55,0.2,0.29,0.24,0.95,0.94,0.61,0.92,0.79,0.59
+UX Researcher,143892,16,Master's,0.77,1.2,0.55,Medium,0.76,0.51,0.7,0.94,0.38,0.71,0.48,0.67,0.76,0.05
+Data Scientist,135296,7,High School,0.23,1.17,0.49,Medium,0.77,0.12,0.63,0.28,0.85,0.93,1.0,0.8,0.75,0.22
+Retail Worker,66639,14,Master's,0.47,1.27,0.93,High,0.19,0.92,0.7,0.61,0.2,0.06,0.57,0.65,0.21,0.56
+Graphic Designer,105476,20,Bachelor's,0.84,1.43,0.45,Medium,0.32,0.75,0.43,0.09,0.28,0.42,0.29,0.33,0.29,0.04
+UX Researcher,71830,27,Master's,0.6,1.15,0.38,Medium,0.3,0.62,0.6,0.51,0.35,0.91,0.34,0.46,0.68,0.54
+Software Engineer,129555,22,High School,0.44,1.29,0.41,Medium,0.14,0.31,0.85,0.09,0.99,0.54,0.98,0.94,0.45,0.2
+HR Specialist,91576,14,PhD,0.16,1.1,0.36,Medium,0.97,0.45,0.5,0.25,0.47,0.66,0.75,0.75,0.58,0.9
+Data Scientist,137524,2,PhD,0.76,0.56,0.3,Low,0.21,0.66,0.41,0.4,0.88,0.9,0.91,0.31,0.69,0.27
+Retail Worker,148360,1,High School,0.18,0.84,0.81,High,0.83,0.12,0.73,0.53,0.29,0.49,0.3,0.6,0.43,0.16
+Research Scientist,55464,25,PhD,0.55,1.4,0.14,Low,0.73,0.66,0.93,0.82,0.57,0.66,0.9,0.4,0.33,0.01
+Data Scientist,85798,10,High School,0.8,0.6,0.53,Medium,0.46,0.12,0.98,0.21,0.07,0.59,0.74,0.03,0.66,0.53
+Research Scientist,133243,6,Master's,0.17,1.07,0.12,Low,0.94,0.82,0.98,0.26,0.97,0.43,0.35,0.05,0.05,0.69
+AI Engineer,84710,21,Bachelor's,0.23,1.11,0.11,Low,0.58,0.36,0.82,0.82,0.48,0.35,0.36,0.81,0.33,0.21
+UX Researcher,38848,5,PhD,0.47,0.98,0.64,Medium,0.22,0.38,0.81,0.82,0.38,0.46,0.3,0.93,0.12,0.93
+Teacher,95942,24,Master's,0.6,1.44,0.13,Low,0.25,0.65,0.62,0.33,0.93,0.84,0.22,0.24,0.51,0.77
+Graphic Designer,45086,11,High School,0.69,1.15,0.39,Medium,0.68,0.94,0.05,0.32,0.44,0.9,0.96,0.44,0.75,0.53
+Doctor,39343,13,PhD,0.28,0.72,0.12,Low,0.56,0.03,0.91,0.16,0.22,0.52,0.71,0.1,0.32,0.97
+Marketing Manager,89550,8,Bachelor's,0.31,1.34,0.32,Medium,0.46,0.38,0.32,0.29,0.09,0.31,0.04,0.78,0.4,0.44
+Graphic Designer,70317,12,High School,0.66,0.51,0.68,Medium,0.24,0.11,0.77,0.5,0.43,0.25,0.55,0.27,0.9,0.22
+Financial Analyst,102055,26,Bachelor's,0.56,1.33,0.59,Medium,0.7,0.32,0.23,0.21,0.86,0.82,0.44,0.13,0.38,0.62
+Data Scientist,145660,26,High School,0.78,1.5,0.38,Medium,0.46,0.43,0.3,0.2,0.07,0.89,0.42,0.5,0.92,0.78
+Data Scientist,64785,12,High School,0.57,0.94,0.62,Medium,0.72,0.69,0.34,0.8,0.05,0.16,0.34,0.08,0.23,0.83
+Graphic Designer,70149,12,Master's,0.3,0.76,0.41,Medium,0.28,0.04,0.93,0.21,0.42,0.01,0.86,0.73,0.95,0.78
+Mechanic,100122,14,PhD,0.25,1.2,0.45,Medium,0.57,0.01,0.06,0.54,0.57,0.75,0.13,0.51,0.19,0.09
+HR Specialist,46524,29,High School,0.16,0.72,0.43,Medium,0.26,0.09,0.09,0.19,0.05,0.63,0.29,0.28,0.33,0.66
+Mechanic,82347,28,Master's,0.44,0.83,0.46,Medium,0.53,0.16,0.57,0.81,0.76,0.15,0.15,0.27,0.36,0.41
+Research Scientist,71743,17,PhD,0.06,0.53,0.15,Low,0.7,0.19,0.64,0.26,0.89,0.9,0.3,0.23,0.41,0.24
+HR Specialist,118302,14,High School,0.83,1.17,0.63,Medium,0.4,0.16,0.74,0.36,0.67,0.27,0.08,0.99,0.16,0.99
+Financial Analyst,96706,9,PhD,0.79,1.16,0.53,Medium,0.87,0.29,0.47,0.62,0.41,0.43,0.33,0.56,0.85,0.2
+Graphic Designer,95780,10,Master's,0.28,0.63,0.34,Medium,0.6,0.52,0.25,0.47,0.49,0.2,0.65,0.78,0.79,0.6
+Software Engineer,78899,11,Master's,0.06,0.79,0.34,Medium,0.96,0.14,0.15,0.89,0.94,0.77,0.01,0.0,0.38,0.14
+Chef,92559,28,High School,0.46,1.44,0.43,Medium,0.66,0.65,0.25,0.65,0.21,0.12,0.7,0.11,1.0,0.18
+Security Guard,140168,1,PhD,0.41,0.63,0.71,High,0.62,0.81,0.84,0.48,0.78,0.67,0.72,0.49,0.63,0.81
+Software Engineer,143857,28,High School,0.81,1.09,0.37,Medium,0.02,0.36,0.55,0.84,0.13,0.8,0.86,0.15,0.85,0.99
+Customer Support,37189,13,High School,0.78,1.49,0.85,High,0.31,0.84,0.61,0.58,0.25,0.76,0.08,0.92,0.33,0.13
+Mechanic,91158,13,High School,0.73,0.82,0.57,Medium,0.56,0.34,0.13,0.09,0.83,0.92,0.65,0.1,0.4,0.73
+Construction Worker,52394,13,PhD,0.12,0.5,0.88,High,0.36,0.25,0.01,0.54,0.85,0.96,0.57,0.51,0.09,0.55
+Nurse,50245,1,Bachelor's,0.61,0.89,0.11,Low,0.09,0.31,0.1,0.18,0.99,0.44,0.53,0.87,1.0,0.58
+Graphic Designer,48624,25,High School,0.48,0.82,0.5,Medium,0.86,0.59,0.69,0.36,0.74,0.67,0.12,0.57,0.26,0.8
+AI Engineer,46626,21,PhD,0.99,0.59,0.25,Low,0.67,0.77,0.31,0.49,0.8,0.23,0.23,0.55,0.52,0.28
+Teacher,74950,10,Bachelor's,0.28,1.27,0.21,Low,0.83,0.98,0.47,0.07,0.05,0.3,0.93,0.52,0.27,0.4
+Construction Worker,130211,5,Bachelor's,0.65,0.65,0.94,High,0.54,0.14,0.89,0.07,0.91,1.0,0.7,0.77,0.34,0.94
+Chef,117460,13,High School,0.73,1.42,0.69,Medium,0.83,0.3,0.97,0.63,0.93,0.68,0.31,0.37,0.55,0.79
+Truck Driver,115489,27,Master's,0.58,0.85,0.9,High,0.47,0.08,0.17,0.06,0.5,0.11,0.11,0.94,0.87,0.45
+Software Engineer,143880,18,Master's,0.0,1.11,0.55,Medium,0.46,0.4,0.46,0.41,0.73,0.14,0.2,0.18,0.26,0.53
+Security Guard,41569,5,High School,0.87,0.8,0.74,High,0.68,0.04,0.62,0.7,0.21,0.04,0.36,0.1,0.12,0.25
+UX Researcher,147027,17,Bachelor's,0.53,1.18,0.54,Medium,0.15,0.17,0.88,0.56,0.87,0.37,0.61,0.52,0.32,0.47
+Customer Support,111384,3,Master's,0.2,0.82,0.9,High,0.92,0.36,0.31,0.2,0.68,0.32,0.99,0.33,0.39,0.6
+Graphic Designer,107463,21,PhD,0.47,0.92,0.7,Medium,0.01,0.9,0.15,0.79,0.62,0.34,0.87,0.01,0.23,0.57
+Mechanic,74148,14,PhD,0.61,0.52,0.35,Medium,0.13,0.19,0.46,0.75,0.91,0.84,0.2,0.44,0.2,0.26
+Retail Worker,59793,28,PhD,0.07,0.72,0.93,High,0.47,0.45,0.01,0.25,0.87,0.16,0.42,0.01,0.48,0.02
+Marketing Manager,102095,4,Master's,0.6,1.26,0.51,Medium,0.23,0.67,0.08,0.44,0.16,0.18,0.2,0.39,0.05,0.4
+Doctor,112508,28,Master's,0.48,0.88,0.26,Low,0.15,0.51,0.06,0.07,0.57,0.57,0.88,0.56,0.96,0.05
+Software Engineer,97598,6,High School,0.04,0.69,0.52,Medium,0.65,0.05,0.95,0.84,0.3,0.08,0.17,0.13,0.12,0.52
+HR Specialist,98472,22,Bachelor's,0.99,1.18,0.68,Medium,0.14,0.38,0.55,0.08,0.0,0.67,0.64,0.41,0.49,0.42
+Financial Analyst,108291,27,PhD,0.34,0.68,0.34,Medium,0.96,0.6,0.73,0.32,0.39,0.24,0.1,0.18,0.8,0.68
+HR Specialist,130342,12,Bachelor's,0.48,1.42,0.33,Medium,0.28,0.35,0.78,0.99,0.24,0.87,0.83,0.22,0.4,0.41
+Teacher,73894,21,Bachelor's,0.18,1.3,0.13,Low,0.73,0.42,0.58,0.83,0.8,0.87,0.06,0.69,0.14,0.42
+Chef,49023,5,Master's,0.4,1.02,0.7,Medium,0.14,0.68,0.4,0.13,0.16,0.95,0.88,0.91,0.99,0.21
+AI Engineer,34758,18,PhD,0.67,0.98,0.15,Low,0.36,0.59,0.58,0.16,0.47,0.55,0.57,0.21,0.74,0.03
+Customer Support,47065,6,Bachelor's,0.78,1.06,0.77,High,0.69,0.57,0.8,0.74,0.61,0.49,0.13,0.26,0.42,0.6
+Research Scientist,53464,1,PhD,0.29,0.51,0.17,Low,0.29,0.73,0.02,0.58,0.94,0.17,0.47,0.09,0.63,0.55
+UX Researcher,102572,23,High School,0.52,1.4,0.38,Medium,0.02,0.86,0.58,0.89,0.6,0.81,0.43,0.75,0.91,0.57
+Construction Worker,67344,1,High School,0.18,1.29,0.8,High,0.44,0.59,0.59,0.07,0.83,0.18,0.72,0.77,0.71,0.58
+Truck Driver,122759,19,PhD,0.36,1.1,0.8,High,0.86,0.31,0.29,0.27,0.33,0.56,0.71,0.66,0.81,0.89
+Customer Support,66444,12,Master's,0.02,1.24,0.75,High,0.13,0.64,0.32,0.06,0.14,0.0,0.9,0.02,0.21,0.42
+Software Engineer,46932,9,PhD,0.91,0.54,0.5,Medium,0.68,0.93,0.62,0.8,0.08,0.39,0.37,0.89,0.15,0.15
+Research Scientist,55363,11,Bachelor's,0.05,0.68,0.29,Low,0.43,0.63,0.73,0.37,0.15,0.21,0.31,0.64,0.4,0.01
+Doctor,30893,14,PhD,0.92,1.31,0.26,Low,0.8,0.32,0.77,0.14,0.66,0.64,0.03,0.79,0.9,0.27
+Graphic Designer,84962,7,High School,0.08,1.1,0.49,Medium,0.55,0.93,0.87,0.79,0.27,0.91,0.1,0.85,0.33,0.05
+Mechanic,94173,23,Bachelor's,0.23,0.74,0.42,Medium,0.06,0.18,0.01,0.45,0.08,0.68,0.24,0.94,0.87,0.29
+Research Scientist,82949,26,Bachelor's,0.8,1.49,0.2,Low,0.08,0.65,0.62,0.64,0.31,0.86,0.96,0.22,0.09,0.19
+Construction Worker,141738,10,Master's,0.68,1.14,0.8,High,0.58,0.31,0.48,0.79,0.98,0.93,0.93,0.4,0.47,0.71
+Research Scientist,80492,16,High School,0.3,0.64,0.2,Low,0.31,0.33,0.07,0.35,0.86,0.23,0.7,0.63,0.86,0.13
+Mechanic,117527,28,PhD,0.14,0.51,0.52,Medium,0.98,0.37,0.36,0.34,0.52,0.44,0.88,0.51,0.51,0.14
+Teacher,83639,26,Bachelor's,0.25,0.57,0.22,Low,0.6,0.42,0.42,0.79,0.2,0.82,0.65,0.42,0.46,0.26
+Data Scientist,66993,3,High School,0.51,0.82,0.54,Medium,1.0,0.44,0.92,0.35,0.05,0.2,0.42,0.22,0.0,0.92
+Security Guard,61551,21,Bachelor's,0.74,0.67,0.73,High,0.07,0.72,0.93,0.43,0.12,0.51,0.35,0.37,0.62,0.72
+Research Scientist,63896,22,Bachelor's,0.04,1.49,0.11,Low,0.05,0.19,0.04,0.39,0.8,0.34,0.44,0.68,0.51,0.86
+Customer Support,63686,21,High School,0.01,1.28,0.82,High,0.99,0.48,0.99,0.75,0.25,0.54,0.99,0.86,0.1,0.71
+Chef,147256,26,Bachelor's,0.33,1.45,0.35,Medium,0.02,0.9,0.07,0.99,0.95,0.14,0.54,0.18,0.43,0.06
+Construction Worker,103531,2,Master's,0.36,0.94,0.94,High,0.81,0.74,0.54,0.84,0.34,0.71,0.99,0.31,0.67,0.84
+Lawyer,53991,21,PhD,0.72,0.78,0.43,Medium,0.02,0.76,0.04,0.86,0.12,0.17,0.48,0.74,0.14,0.44
+Lawyer,39269,7,High School,0.21,0.62,0.63,Medium,0.5,0.01,0.8,0.98,0.61,0.5,0.88,0.95,0.75,0.45
+Financial Analyst,149391,18,Bachelor's,0.7,0.69,0.48,Medium,0.83,0.65,0.41,0.66,0.12,0.4,0.79,0.22,0.19,0.95
+AI Engineer,124598,14,Master's,0.95,0.85,0.06,Low,0.18,0.39,0.95,0.14,0.76,0.11,0.98,0.38,0.78,0.34
+Retail Worker,89470,2,PhD,0.19,0.65,0.93,High,0.92,0.89,0.63,0.81,0.07,0.33,0.31,0.64,0.36,0.15
+Retail Worker,34321,29,Bachelor's,0.81,0.88,0.73,High,0.2,0.24,0.3,0.64,0.6,0.7,0.36,0.82,0.2,0.47
+Graphic Designer,50977,25,PhD,0.18,0.61,0.65,Medium,0.34,0.68,0.03,0.69,0.32,0.06,0.61,0.24,0.39,0.08
+Truck Driver,62167,13,High School,0.3,0.59,0.93,High,0.01,0.48,0.12,0.31,0.93,0.16,0.97,0.21,0.74,0.55
+Customer Support,108518,28,PhD,0.55,1.03,0.75,High,0.17,0.92,0.33,0.37,0.76,0.34,0.95,0.74,0.6,0.88
+UX Researcher,93752,12,Bachelor's,0.26,0.97,0.39,Medium,0.74,0.92,0.42,0.34,0.96,0.44,0.49,0.35,0.91,0.57
+Security Guard,77691,16,Bachelor's,0.31,1.23,0.9,High,0.83,0.99,0.79,0.6,0.34,0.54,0.04,0.74,0.45,0.02
+Doctor,59813,15,Bachelor's,0.39,1.08,0.17,Low,0.62,0.48,0.66,0.22,0.11,0.6,0.48,0.03,0.38,0.11
+Graphic Designer,95603,28,Master's,0.4,1.11,0.62,Medium,0.3,0.96,0.54,0.62,0.68,0.67,0.51,0.43,0.05,0.02
+Graphic Designer,118150,14,Master's,0.33,0.89,0.36,Medium,0.74,0.86,0.94,0.49,0.7,0.86,0.42,0.31,0.94,0.52
+Truck Driver,31996,3,Bachelor's,0.12,0.83,0.9,High,0.6,0.39,0.47,0.85,0.34,0.87,0.09,0.78,0.85,0.18
+Construction Worker,108015,2,Bachelor's,0.17,1.21,0.83,High,0.64,0.2,0.21,0.04,0.32,0.56,0.86,0.67,0.44,0.95
+Chef,59709,9,Bachelor's,0.93,1.03,0.4,Medium,0.05,0.73,0.12,0.3,0.53,0.56,0.6,0.17,0.38,0.62
+Software Engineer,33203,17,High School,0.73,1.42,0.6,Medium,0.59,0.19,0.67,0.62,0.6,0.49,0.53,0.33,0.52,0.2
+Marketing Manager,39327,7,PhD,0.77,0.89,0.5,Medium,0.86,0.75,0.81,0.14,0.07,0.89,0.39,0.29,0.72,0.84
+Construction Worker,37868,11,High School,0.32,1.35,0.71,High,0.05,0.62,0.06,0.32,0.67,0.34,0.18,0.28,0.46,0.48
+UX Researcher,76097,23,High School,0.75,0.96,0.64,Medium,0.11,0.26,0.83,0.38,0.98,0.47,0.79,0.4,0.42,0.38
+Lawyer,117838,6,High School,0.44,1.34,0.4,Medium,0.42,0.04,0.45,0.58,0.57,0.33,0.32,0.11,0.37,0.1
+Lawyer,136931,16,Master's,0.97,1.47,0.65,Medium,0.6,0.7,0.29,0.63,0.46,0.48,0.76,0.28,0.32,0.92
+HR Specialist,76900,24,Bachelor's,0.49,1.41,0.54,Medium,0.55,0.25,0.34,0.85,0.56,0.51,0.1,0.02,0.96,0.38
+Mechanic,41221,11,PhD,0.08,1.18,0.67,Medium,0.58,0.13,0.58,0.77,0.41,0.88,0.65,0.9,0.62,0.13
+Security Guard,30654,9,High School,0.48,1.17,0.8,High,0.3,0.63,0.15,0.37,0.21,0.7,0.94,1.0,0.45,0.25
+Graphic Designer,112928,26,High School,0.85,0.71,0.68,Medium,0.34,0.99,0.84,0.81,0.32,0.01,0.38,0.3,0.04,0.51
+Teacher,99444,21,High School,0.63,1.12,0.08,Low,0.98,0.19,0.45,0.49,0.81,0.1,0.43,0.63,0.22,0.63
+Research Scientist,115092,18,Bachelor's,0.2,1.3,0.23,Low,0.06,0.39,0.28,0.3,0.98,0.64,0.72,0.98,0.38,0.8
+Financial Analyst,123122,8,Bachelor's,0.87,0.68,0.68,Medium,0.22,0.33,0.76,0.39,0.61,0.44,0.74,0.23,0.06,0.3
+AI Engineer,49177,0,Master's,0.17,0.85,0.15,Low,0.06,0.58,0.88,0.15,0.6,0.66,0.42,0.7,0.41,0.5
+Research Scientist,107360,23,Master's,0.13,1.3,0.18,Low,0.75,0.31,0.51,0.86,0.47,0.36,0.54,0.72,0.44,0.94
+Mechanic,132877,11,Master's,0.48,1.26,0.58,Medium,0.86,1.0,0.43,0.11,0.03,0.73,0.87,0.22,0.16,0.06
+HR Specialist,73158,27,High School,0.31,0.9,0.5,Medium,0.84,0.65,0.62,0.18,0.51,0.72,0.97,0.2,0.01,0.08
+Research Scientist,87889,1,PhD,0.34,1.49,0.17,Low,0.18,0.89,0.46,0.71,0.98,0.05,0.1,0.72,0.28,0.18
+Retail Worker,136196,16,Master's,0.02,1.27,0.73,High,0.47,0.61,0.43,0.03,0.78,0.01,0.76,0.89,0.43,0.54
+Financial Analyst,133801,11,Bachelor's,0.39,1.39,0.66,Medium,0.34,0.62,0.93,0.96,0.51,0.45,0.28,0.96,0.14,0.58
+Security Guard,109557,24,Bachelor's,0.28,0.9,0.95,High,0.05,0.58,0.08,0.15,0.44,0.51,0.26,0.32,0.09,0.3
+Teacher,54502,15,PhD,0.94,0.83,0.19,Low,0.91,0.01,0.81,0.95,0.09,0.16,0.96,0.54,0.01,0.26
+Graphic Designer,128878,29,PhD,0.69,1.23,0.7,Medium,0.29,0.54,0.53,0.41,0.17,0.98,0.85,0.5,0.6,0.23
+AI Engineer,136802,23,Bachelor's,0.69,1.02,0.3,Low,0.61,0.37,0.77,0.17,0.38,0.35,0.43,0.78,0.48,0.79
+AI Engineer,80901,26,Master's,0.34,1.31,0.11,Low,0.22,0.5,0.26,0.01,0.65,0.51,0.45,0.97,0.57,0.86
+Marketing Manager,96214,16,PhD,0.57,1.37,0.53,Medium,0.72,0.37,0.09,0.46,0.39,0.87,0.24,0.97,0.96,0.25
+Financial Analyst,104755,6,PhD,0.97,0.94,0.43,Medium,0.53,0.69,0.27,0.74,0.05,0.05,0.39,0.35,0.32,0.49
+Mechanic,134580,11,Master's,0.19,0.81,0.69,Medium,0.41,0.44,0.58,0.98,0.24,0.68,0.72,0.61,0.09,0.68
+Mechanic,63477,17,PhD,0.6,1.24,0.38,Medium,0.84,0.03,0.84,0.46,0.22,0.13,0.95,0.07,0.2,0.35
+Software Engineer,142134,12,PhD,0.54,0.63,0.42,Medium,0.24,0.21,0.41,0.7,0.22,0.37,0.39,0.98,0.95,0.8
+Doctor,119080,4,Master's,0.07,0.82,0.12,Low,0.51,0.78,0.86,0.84,0.36,0.69,0.31,0.06,0.7,0.01
+Customer Support,42467,1,Master's,0.33,1.19,0.89,High,0.3,0.81,0.29,0.45,0.73,0.69,0.99,0.23,0.66,0.61
+Data Scientist,100601,0,Bachelor's,0.4,0.93,0.53,Medium,0.0,0.26,0.52,0.72,0.17,0.55,0.71,0.44,0.03,0.45
+Customer Support,148764,1,High School,0.93,0.62,0.86,High,0.05,0.45,0.55,0.3,0.46,0.16,0.3,0.62,0.3,0.9
+Nurse,113795,24,PhD,0.44,0.54,0.17,Low,0.76,0.27,0.81,0.25,0.82,0.09,0.87,0.5,0.3,0.27
+Chef,45994,15,Master's,1.0,0.72,0.34,Medium,0.59,0.49,0.52,0.67,0.27,0.91,0.44,0.13,0.74,0.64
+AI Engineer,66701,25,High School,0.62,0.72,0.16,Low,0.9,0.13,0.39,0.82,0.97,0.45,0.51,0.57,0.93,0.86
+Teacher,63785,18,PhD,0.44,0.96,0.25,Low,0.6,0.65,1.0,0.07,0.22,0.41,0.35,0.02,0.09,0.68
+Lawyer,122282,0,High School,0.51,1.04,0.4,Medium,0.77,0.75,0.59,0.21,0.1,0.06,0.59,0.83,0.86,0.46
+HR Specialist,30229,28,Master's,0.95,0.78,0.46,Medium,0.93,0.34,0.91,0.98,0.66,0.82,0.75,0.7,0.31,0.06
+Nurse,45620,29,High School,0.67,0.6,0.05,Low,0.14,0.72,0.97,0.98,0.49,0.87,0.74,0.5,0.57,0.14
+Doctor,68104,10,High School,0.35,0.95,0.22,Low,0.33,0.25,0.63,0.02,0.72,0.51,0.61,0.63,0.53,0.58
+Data Scientist,78733,25,Bachelor's,0.75,1.23,0.65,Medium,0.19,0.4,0.95,0.4,0.12,0.53,0.11,0.2,1.0,0.54
+Data Scientist,33320,26,PhD,0.27,0.53,0.59,Medium,0.63,0.58,0.74,0.68,0.21,0.35,0.13,0.13,0.68,0.86
+Data Scientist,137648,22,PhD,0.63,0.68,0.34,Medium,0.81,0.58,0.62,0.78,0.7,0.83,0.06,0.75,0.85,0.29
+Chef,53104,0,Master's,0.31,1.46,0.31,Medium,0.58,0.17,0.71,0.18,0.24,0.49,0.91,0.21,0.14,0.76
+Retail Worker,69451,3,Bachelor's,0.91,0.65,0.86,High,0.23,0.16,0.68,0.59,0.75,0.31,0.45,0.41,0.98,0.29
+Financial Analyst,104854,8,Master's,0.35,1.06,0.4,Medium,0.92,0.27,0.9,0.1,0.66,0.91,0.17,0.97,0.45,0.95
+Marketing Manager,35147,12,High School,0.3,0.69,0.42,Medium,0.09,0.14,0.1,0.42,0.8,0.14,0.13,0.64,0.2,0.1
+Graphic Designer,68563,3,Master's,0.92,1.32,0.44,Medium,0.66,0.54,0.68,0.68,0.63,0.27,0.04,0.46,0.89,0.57
+AI Engineer,133496,13,High School,0.34,0.68,0.05,Low,0.47,0.69,0.23,0.13,0.89,0.28,0.22,0.86,0.82,0.45
+Security Guard,79692,6,Bachelor's,0.22,0.58,0.84,High,0.1,0.45,0.94,0.95,0.24,0.62,0.47,0.88,0.27,0.0
+Nurse,135585,13,High School,0.35,0.82,0.25,Low,0.68,0.3,0.46,0.1,0.9,0.94,0.98,0.87,0.17,0.05
+Marketing Manager,59545,17,Bachelor's,0.91,0.68,0.3,Low,0.81,0.08,0.41,0.68,0.24,0.08,0.77,0.63,0.99,0.34
+Data Scientist,138777,0,PhD,0.3,0.6,0.41,Medium,0.82,0.38,0.09,0.34,0.98,0.63,0.42,0.17,0.99,0.82
+Chef,88760,1,High School,0.07,0.56,0.35,Medium,0.58,0.93,0.5,0.84,0.45,0.71,0.73,0.17,0.36,0.64
+Chef,106870,5,Bachelor's,0.58,0.8,0.31,Medium,0.63,0.86,0.34,0.39,0.89,0.81,0.71,0.25,0.91,0.15
+Research Scientist,32147,7,Bachelor's,0.03,1.14,0.12,Low,0.45,0.35,0.17,0.62,0.88,0.96,0.19,0.72,0.66,0.34
+Software Engineer,140463,7,Master's,0.69,1.45,0.55,Medium,0.44,0.53,0.2,0.75,0.75,0.15,0.88,0.27,0.98,0.38
+Truck Driver,148623,11,Bachelor's,0.35,0.94,0.72,High,0.58,0.6,0.74,0.03,0.54,0.05,0.7,0.06,0.91,0.7
+Research Scientist,49360,25,Bachelor's,0.44,0.63,0.12,Low,0.87,0.9,0.0,0.59,0.72,0.62,0.08,0.22,0.25,0.83
+UX Researcher,45605,5,Master's,0.49,1.43,0.55,Medium,0.9,0.46,0.15,0.93,0.46,0.18,0.3,0.05,0.47,0.85
+UX Researcher,103953,18,Master's,0.93,0.63,0.45,Medium,0.03,0.86,0.36,0.63,0.71,0.43,0.31,0.96,0.96,0.29
+Marketing Manager,76531,4,High School,0.97,0.5,0.47,Medium,0.1,0.51,0.02,0.41,0.22,0.53,1.0,0.8,0.85,0.64
+Construction Worker,139198,27,PhD,0.21,1.43,0.79,High,0.1,0.7,0.3,0.27,1.0,0.86,0.41,0.98,0.65,0.74
+Financial Analyst,111199,0,Bachelor's,0.12,1.13,0.66,Medium,0.62,0.13,0.12,0.84,0.14,0.52,0.04,0.08,0.67,0.69
+UX Researcher,65321,19,PhD,0.22,1.31,0.39,Medium,0.54,0.97,0.15,0.94,0.18,0.57,0.38,0.96,0.27,0.4
+Lawyer,77218,27,High School,0.54,1.0,0.4,Medium,0.7,0.01,0.05,0.6,0.34,0.95,0.9,0.71,0.82,0.67
+Data Scientist,39752,1,High School,0.77,0.71,0.43,Medium,0.82,0.54,0.86,0.21,0.61,0.08,0.64,0.76,0.58,0.27
+AI Engineer,34792,14,Bachelor's,0.12,1.12,0.28,Low,0.21,0.74,0.87,0.52,0.67,0.82,0.26,0.3,0.0,0.96
+Data Scientist,44591,29,Master's,0.26,1.37,0.35,Medium,0.72,0.1,0.62,0.36,0.79,0.23,0.64,0.24,0.71,0.87
+Data Scientist,35424,17,High School,0.87,1.09,0.35,Medium,0.43,0.16,0.7,0.76,0.11,0.51,0.81,0.94,0.51,0.95
+Data Scientist,89789,28,Bachelor's,0.39,1.35,0.5,Medium,0.47,0.49,0.85,0.83,0.4,0.33,0.49,0.57,0.24,0.79
+Security Guard,38804,1,High School,0.33,0.61,0.76,High,0.95,0.31,0.17,0.46,0.31,0.04,0.32,0.54,0.55,0.36
+Marketing Manager,58400,20,PhD,0.97,0.88,0.4,Medium,0.24,0.46,0.76,0.21,0.71,0.02,0.42,0.78,0.34,0.56
+Graphic Designer,129525,12,PhD,0.74,0.55,0.64,Medium,0.2,0.87,0.35,0.72,0.32,0.91,0.13,0.18,0.49,0.08
+Teacher,145183,23,Master's,0.94,1.48,0.14,Low,0.92,0.54,0.27,0.7,0.66,0.99,0.27,0.67,0.05,0.11
+Chef,82066,10,Bachelor's,1.0,1.3,0.61,Medium,0.51,0.3,0.15,0.28,0.38,0.76,0.54,0.08,0.02,0.1
+Graphic Designer,59059,21,Master's,0.93,1.14,0.62,Medium,0.47,0.36,0.11,0.88,0.78,0.17,0.51,0.49,0.63,0.95
+Research Scientist,57499,11,Bachelor's,0.17,1.22,0.18,Low,0.68,0.2,0.75,1.0,0.67,0.49,0.92,0.02,0.73,0.89
+Financial Analyst,122103,8,Master's,0.2,1.07,0.56,Medium,0.3,0.46,0.28,0.37,0.16,0.89,0.01,0.88,0.57,0.33
+Teacher,47806,22,Master's,0.51,1.0,0.08,Low,0.39,0.24,0.02,0.36,0.09,0.26,0.09,0.1,0.2,1.0
+UX Researcher,104702,10,PhD,0.64,0.64,0.67,Medium,0.09,0.96,0.61,0.0,0.89,0.52,0.26,0.77,0.93,0.48
+Teacher,37373,17,Bachelor's,0.79,1.18,0.27,Low,0.69,0.24,0.93,0.1,0.27,0.52,0.57,0.02,0.78,0.36
+Graphic Designer,98519,27,PhD,0.81,0.88,0.32,Medium,0.18,0.96,0.07,0.35,0.5,0.49,0.0,0.5,0.38,0.97
+Retail Worker,72578,15,PhD,0.35,0.92,0.8,High,0.67,0.22,0.22,0.73,0.5,0.42,0.17,0.19,0.01,0.09
+Security Guard,94280,18,Bachelor's,0.89,0.79,0.78,High,0.12,0.39,0.04,0.92,0.67,0.99,0.88,0.47,0.52,0.19
+Lawyer,43777,10,High School,0.9,0.55,0.65,Medium,0.34,0.9,0.94,0.67,0.66,0.45,0.84,0.96,0.78,0.62
+Nurse,81040,14,Master's,0.85,1.04,0.25,Low,0.51,0.06,0.38,0.44,0.14,0.1,0.54,0.09,0.3,0.74
+Chef,97313,6,PhD,0.72,1.49,0.58,Medium,0.29,0.67,0.7,0.37,0.02,0.7,0.02,0.63,0.16,0.57
+Mechanic,59092,26,Bachelor's,0.01,0.86,0.54,Medium,0.85,0.89,0.48,0.73,0.32,0.34,0.19,0.56,0.31,0.08
+UX Researcher,66613,23,Master's,0.71,0.86,0.33,Medium,0.43,0.44,0.67,0.32,0.68,0.87,0.24,0.98,0.39,0.27
+Research Scientist,40292,25,PhD,0.09,0.63,0.15,Low,0.76,0.9,0.66,0.11,0.67,0.64,0.81,0.83,0.87,0.41
+Nurse,111335,0,Master's,0.27,1.5,0.09,Low,0.01,0.15,0.78,0.45,0.45,0.96,0.92,0.31,0.21,0.85
+Research Scientist,86747,16,Master's,0.54,1.13,0.11,Low,0.8,0.63,0.5,0.06,0.92,0.62,0.19,0.61,0.68,0.53
+Chef,129318,20,Master's,0.58,1.45,0.32,Medium,0.11,0.17,0.69,0.65,0.89,0.73,0.51,0.99,0.27,0.83
+Nurse,38789,29,Bachelor's,0.65,1.23,0.21,Low,0.14,0.44,0.56,0.85,0.44,0.92,0.44,0.55,0.8,0.58
+UX Researcher,85823,16,High School,0.66,1.02,0.31,Medium,0.41,0.3,0.75,0.21,0.21,0.19,0.13,0.31,0.89,0.77
+AI Engineer,123286,17,High School,0.8,0.77,0.27,Low,0.14,0.34,0.59,0.1,0.73,0.39,0.78,0.49,0.18,0.73
+Financial Analyst,63161,23,Bachelor's,0.49,0.58,0.55,Medium,0.67,0.38,0.95,0.87,0.71,0.71,0.25,0.66,0.2,0.14
+Data Scientist,103889,10,Bachelor's,0.62,0.93,0.42,Medium,0.6,0.05,0.09,0.03,0.5,0.6,0.06,0.72,0.23,0.69
+Nurse,135584,11,PhD,0.69,1.38,0.29,Low,0.49,0.7,0.85,0.36,0.26,0.95,0.73,0.22,0.45,0.8
+Software Engineer,50968,29,High School,0.65,1.25,0.55,Medium,0.54,0.75,0.73,0.63,0.36,0.41,0.97,0.11,0.27,0.49
+Mechanic,137814,16,Master's,0.28,0.57,0.58,Medium,0.24,0.39,0.44,0.89,0.41,0.15,0.52,0.96,0.61,0.98
+Mechanic,83015,10,High School,0.04,1.16,0.41,Medium,0.56,0.28,0.35,0.92,0.21,0.87,0.03,0.09,0.85,0.63
+Data Scientist,86862,1,Bachelor's,0.21,1.04,0.59,Medium,0.63,0.47,0.96,0.68,0.91,0.73,0.74,0.08,0.36,0.86
+Nurse,115501,10,Master's,0.93,0.51,0.07,Low,0.25,0.67,0.89,0.46,0.61,0.19,0.8,0.97,0.27,0.49
+Mechanic,141768,0,Master's,0.56,1.0,0.36,Medium,0.44,0.33,0.52,0.59,0.01,0.76,0.71,0.37,0.05,0.75
+Truck Driver,53524,25,PhD,0.24,0.82,0.75,High,0.58,0.15,0.36,0.7,0.56,0.39,0.42,0.56,0.01,0.08
+Doctor,38419,16,High School,0.08,1.21,0.28,Low,0.27,0.37,0.57,0.88,0.94,0.74,0.09,0.67,0.41,0.47
+Graphic Designer,94800,4,PhD,0.19,1.29,0.48,Medium,0.3,0.38,0.85,0.75,0.27,0.12,0.25,0.92,0.58,0.53
+Lawyer,111976,22,High School,0.37,1.31,0.51,Medium,0.12,0.13,0.54,0.94,0.31,0.87,0.76,0.25,0.04,0.1
+Construction Worker,67909,8,High School,0.2,0.87,0.83,High,0.73,0.11,0.41,0.49,0.54,0.82,0.17,0.81,0.69,0.56
+AI Engineer,46934,6,Bachelor's,0.41,0.64,0.22,Low,0.52,0.64,0.34,0.91,0.59,0.09,0.45,0.76,0.79,0.49
+Financial Analyst,41586,23,Bachelor's,0.27,0.91,0.66,Medium,0.9,0.69,0.86,0.09,0.86,0.32,0.18,0.24,0.42,0.25
+Financial Analyst,77013,29,Master's,0.13,0.8,0.53,Medium,0.44,0.35,0.75,0.89,0.76,0.33,0.74,0.15,0.13,0.35
+UX Researcher,133693,3,High School,0.25,0.56,0.35,Medium,0.86,0.63,0.25,0.56,0.53,0.66,0.23,0.86,0.31,0.69
+Research Scientist,78825,21,Bachelor's,0.37,0.85,0.19,Low,0.07,0.79,0.22,0.68,0.8,0.56,0.74,0.66,0.36,0.81
+Software Engineer,131505,16,Bachelor's,0.57,1.25,0.45,Medium,0.3,0.46,0.82,0.93,0.55,0.66,0.9,0.1,0.23,0.71
+Truck Driver,90107,9,Bachelor's,0.86,0.92,0.72,High,0.44,0.23,0.29,0.77,0.08,0.83,0.43,0.6,0.09,0.34
+HR Specialist,71916,28,PhD,0.96,1.31,0.48,Medium,0.22,0.93,0.34,0.16,0.56,0.94,0.0,0.24,0.94,0.17
+Retail Worker,129794,8,Bachelor's,0.57,1.36,0.82,High,0.99,0.68,0.07,0.99,0.41,0.29,0.56,0.3,0.09,0.0
+Research Scientist,82186,8,PhD,0.18,1.42,0.17,Low,0.06,0.6,0.6,0.06,0.97,0.54,0.56,0.52,0.61,0.26
+Chef,72531,15,Bachelor's,0.51,1.31,0.32,Medium,0.6,0.81,0.16,0.02,0.31,0.59,0.14,0.43,0.55,0.6
+Construction Worker,127596,19,PhD,0.87,1.44,0.9,High,0.85,0.55,0.83,0.3,0.4,0.32,0.47,0.29,0.96,0.31
+Retail Worker,124826,16,High School,0.53,0.56,0.73,High,0.22,0.46,0.43,0.8,0.74,0.43,0.33,0.32,0.77,0.05
+Teacher,48320,10,High School,0.8,0.98,0.08,Low,0.24,0.93,0.86,0.71,0.48,0.52,0.98,0.97,0.22,0.81
+Financial Analyst,62449,9,Master's,0.12,1.46,0.42,Medium,0.85,0.39,0.32,0.94,0.36,0.39,0.11,0.67,0.29,0.59
+Security Guard,84097,24,Master's,0.72,1.25,0.83,High,0.33,0.84,0.31,0.51,0.4,0.86,0.43,0.39,0.69,0.6
+Construction Worker,64629,28,Master's,0.63,0.78,0.93,High,0.63,0.07,0.91,0.96,0.08,0.53,0.3,0.39,0.18,0.58
+Chef,38859,12,High School,0.5,0.58,0.55,Medium,0.34,0.86,0.43,0.19,0.19,0.77,0.27,0.77,0.21,0.32
+Chef,40082,29,Master's,0.94,1.43,0.38,Medium,0.36,0.15,0.51,0.46,0.9,0.93,0.38,0.49,0.9,0.81
+UX Researcher,136153,25,Master's,0.32,0.92,0.39,Medium,0.2,0.04,0.64,0.26,0.05,0.23,0.8,0.85,0.48,0.42
+Construction Worker,70612,10,Master's,0.93,1.15,0.79,High,0.76,0.67,0.53,0.1,0.81,0.87,0.17,0.85,0.88,0.55
+Software Engineer,118444,8,Master's,0.38,0.78,0.59,Medium,0.86,0.65,0.51,0.16,0.05,0.45,0.05,0.57,0.38,0.76
+Research Scientist,94204,25,Bachelor's,0.59,1.04,0.05,Low,0.07,0.29,0.88,0.15,0.71,0.97,0.79,0.24,0.91,0.09
+Doctor,39852,11,High School,0.89,1.14,0.15,Low,0.29,0.38,0.51,0.32,0.97,0.93,0.87,0.42,0.69,0.9
+Nurse,144476,29,High School,0.41,0.61,0.07,Low,0.58,0.64,0.85,0.29,0.17,0.38,0.35,0.13,0.67,0.51
+Software Engineer,128336,7,High School,0.35,0.83,0.49,Medium,0.88,0.04,0.8,0.37,0.85,0.8,0.35,0.69,0.16,0.9
+HR Specialist,77598,8,Bachelor's,0.46,1.21,0.63,Medium,0.24,0.66,0.39,0.37,0.69,0.39,0.35,0.84,0.1,0.68
+Research Scientist,60628,2,High School,0.02,0.67,0.2,Low,0.71,0.02,0.04,0.9,0.07,0.89,0.23,0.74,0.31,0.86
+Data Scientist,96188,7,High School,0.4,0.58,0.59,Medium,0.62,0.0,0.01,0.81,0.26,0.64,0.45,0.86,0.92,1.0
+Marketing Manager,42516,19,High School,0.27,1.09,0.5,Medium,0.02,0.93,0.08,0.69,0.79,0.8,0.14,0.45,0.83,0.3
+AI Engineer,54722,22,High School,0.27,0.96,0.27,Low,0.46,0.56,0.4,0.46,0.02,0.28,0.44,0.63,0.45,0.34
+Lawyer,58743,1,PhD,0.24,1.42,0.51,Medium,0.01,0.02,0.97,0.22,0.81,0.06,0.92,0.87,0.57,0.01
+Doctor,31695,19,PhD,0.43,0.98,0.21,Low,0.02,0.65,0.62,0.31,0.09,0.09,0.92,0.69,0.13,0.36
+Customer Support,93294,4,PhD,0.84,0.54,0.76,High,0.89,0.01,0.2,0.96,0.61,0.26,0.07,0.03,0.24,0.88
+Research Scientist,116310,27,High School,0.72,1.42,0.15,Low,0.19,0.52,0.91,0.8,0.07,0.69,0.57,0.91,0.12,0.53
+Nurse,60615,18,Master's,0.41,0.98,0.07,Low,0.28,0.32,0.95,0.28,0.46,0.67,0.16,0.49,0.74,0.87
+Data Scientist,64568,6,High School,0.74,1.27,0.56,Medium,0.47,0.57,0.05,0.62,0.63,0.89,0.51,0.08,0.31,0.66
+Research Scientist,34507,20,Bachelor's,0.89,0.77,0.26,Low,0.52,0.46,0.31,0.58,0.73,0.41,0.63,0.7,0.71,0.05
+Nurse,58343,26,PhD,0.46,0.76,0.11,Low,0.48,0.89,0.38,0.75,0.1,0.48,0.99,0.77,0.21,0.5
+Research Scientist,84544,3,High School,0.41,1.28,0.24,Low,0.23,0.92,0.59,0.38,0.5,0.61,0.56,0.49,0.5,0.18
+Nurse,112790,2,Master's,0.54,0.63,0.24,Low,0.93,0.95,0.37,0.14,0.52,0.11,0.93,0.18,0.25,0.41
+Chef,99918,19,Bachelor's,0.79,0.96,0.37,Medium,0.27,0.51,0.15,0.61,0.57,0.71,0.94,0.91,0.95,0.24
+Customer Support,47290,27,High School,0.3,1.4,0.94,High,0.86,0.11,0.95,0.42,0.01,0.44,0.05,0.54,0.34,0.47
+Chef,78002,21,Bachelor's,0.87,1.16,0.47,Medium,0.82,0.91,0.12,0.53,0.28,0.05,0.67,0.86,0.16,0.81
+UX Researcher,39372,24,Bachelor's,0.91,0.77,0.66,Medium,0.32,0.55,0.05,0.04,0.72,0.44,0.26,0.19,0.67,0.0
+Doctor,87911,21,Bachelor's,0.08,0.55,0.16,Low,0.45,0.9,0.13,0.12,0.15,0.03,0.07,0.66,0.43,0.76
+Teacher,87920,14,Bachelor's,0.66,0.55,0.08,Low,0.88,0.53,0.82,0.86,0.93,0.95,0.55,0.34,0.96,0.55
+Doctor,86768,24,PhD,0.64,1.09,0.27,Low,0.65,0.35,0.97,0.8,0.63,0.29,0.37,0.67,0.07,0.26
+Security Guard,43866,24,Master's,0.48,0.9,0.74,High,0.44,0.77,0.26,0.01,0.67,0.97,0.61,0.12,0.32,0.87
+Security Guard,133627,16,Bachelor's,0.61,0.9,0.75,High,0.81,0.74,0.66,0.24,0.1,0.58,0.55,0.19,0.06,0.08
+Security Guard,45700,9,Master's,0.78,1.42,0.75,High,0.96,0.14,0.51,0.83,0.35,0.42,0.13,0.12,0.62,0.68
+Research Scientist,112799,18,PhD,0.56,1.15,0.05,Low,0.16,0.98,0.08,0.68,0.18,0.72,0.71,0.23,0.27,0.65
+Software Engineer,74458,4,PhD,0.19,1.23,0.36,Medium,0.86,0.51,0.11,0.69,0.52,0.3,0.42,0.3,0.26,0.16
+Nurse,50125,19,PhD,0.25,1.18,0.22,Low,0.5,0.78,0.84,0.58,0.62,0.28,0.89,0.02,0.35,0.72
+Mechanic,78926,28,High School,0.18,1.09,0.52,Medium,0.74,0.81,0.13,0.02,0.69,0.3,0.63,0.15,0.47,0.5
+Graphic Designer,138778,3,Master's,0.51,1.0,0.43,Medium,0.07,0.09,0.43,0.36,0.52,0.3,0.69,0.86,0.3,0.19
+Retail Worker,30671,9,High School,0.62,0.94,0.75,High,0.65,0.15,0.55,0.53,0.73,0.06,0.89,0.7,0.22,0.18
+HR Specialist,114153,26,Master's,0.02,1.4,0.38,Medium,0.23,0.28,0.13,0.64,0.08,0.13,0.64,0.34,0.71,0.56
+Chef,69574,3,PhD,0.65,0.62,0.51,Medium,0.44,0.27,0.6,0.87,1.0,0.61,0.4,0.23,0.26,0.48
+HR Specialist,144616,26,Bachelor's,0.37,0.87,0.45,Medium,0.84,0.65,0.61,0.33,0.82,0.04,0.87,0.51,0.4,0.5
+Construction Worker,144313,23,PhD,0.01,1.37,0.81,High,0.34,0.14,0.44,0.5,0.4,0.68,0.42,0.96,0.6,0.81
+AI Engineer,79047,21,PhD,0.69,0.67,0.12,Low,0.21,0.6,0.5,0.87,0.95,0.4,0.51,0.97,0.28,0.79
+Retail Worker,116649,25,High School,0.68,0.75,0.92,High,0.56,0.19,0.22,0.49,0.96,0.77,0.49,0.34,0.55,0.75
+HR Specialist,131192,2,PhD,0.32,1.22,0.56,Medium,0.96,0.93,0.79,0.72,0.27,0.85,0.43,0.27,0.38,0.84
+HR Specialist,84165,10,PhD,0.46,0.99,0.31,Medium,0.2,0.83,0.83,0.29,0.87,0.77,0.42,0.75,0.96,0.46
+Financial Analyst,132488,5,Bachelor's,0.94,1.1,0.34,Medium,0.57,0.5,0.86,0.53,0.26,0.68,0.54,0.23,0.57,0.82
+Truck Driver,57757,2,High School,0.63,0.85,0.77,High,0.39,0.34,0.83,0.27,0.73,0.09,0.95,0.62,0.71,0.3
+Marketing Manager,106095,29,PhD,0.22,1.43,0.5,Medium,0.63,0.73,0.37,0.72,0.68,0.71,0.49,0.38,0.22,0.82
+Nurse,84304,0,Bachelor's,0.44,1.44,0.06,Low,0.85,1.0,0.89,0.81,0.37,0.23,0.73,0.3,0.18,0.79
+Nurse,86414,0,PhD,0.91,1.34,0.26,Low,0.77,0.88,0.81,0.6,0.3,0.89,0.84,0.47,0.04,0.64
+Data Scientist,47040,4,Bachelor's,0.97,0.94,0.64,Medium,0.57,0.16,0.69,0.51,0.65,0.89,0.44,0.9,0.75,0.49
+Data Scientist,80192,23,Bachelor's,0.33,1.48,0.57,Medium,0.04,0.33,0.62,0.06,0.02,0.45,0.33,0.44,0.26,0.16
+Financial Analyst,141359,16,Master's,0.51,0.7,0.43,Medium,0.59,0.07,0.15,0.07,0.81,0.75,0.75,0.72,0.67,0.48
+Construction Worker,52394,29,Master's,0.04,1.12,0.89,High,0.5,0.36,0.28,0.64,0.69,0.87,0.34,0.77,0.56,0.88
+Retail Worker,75482,17,PhD,0.52,1.08,0.89,High,0.96,0.07,0.05,0.94,0.53,0.61,0.48,0.09,0.77,0.75
+Truck Driver,147232,27,High School,0.31,1.34,0.72,High,0.88,0.26,0.59,0.94,0.68,0.41,0.69,0.34,0.28,1.0
+UX Researcher,147220,13,PhD,0.64,0.86,0.32,Medium,0.03,0.55,0.76,0.54,0.84,0.03,0.37,0.24,0.45,0.07
+Chef,107078,26,Bachelor's,0.7,0.64,0.56,Medium,0.05,0.41,0.18,0.11,0.57,0.93,0.05,0.42,0.71,0.46
+Chef,63979,7,Bachelor's,0.18,1.46,0.45,Medium,0.34,0.87,0.56,0.52,0.73,0.58,0.16,0.67,0.13,0.81
+Construction Worker,120290,17,High School,0.6,0.67,0.89,High,0.3,0.66,0.16,0.69,0.13,0.43,0.25,0.75,0.26,0.88
+Research Scientist,51573,17,PhD,0.2,1.11,0.07,Low,0.39,0.71,0.66,0.62,0.28,0.38,0.1,0.72,0.5,0.71
+Teacher,79984,28,High School,0.32,0.83,0.06,Low,0.34,0.8,0.9,0.52,0.46,0.03,0.88,0.01,0.94,0.49
+Graphic Designer,96770,13,Bachelor's,0.92,0.52,0.53,Medium,0.55,0.22,0.43,0.65,0.73,0.0,0.94,0.16,0.23,0.26
+Mechanic,68031,23,PhD,0.45,1.17,0.43,Medium,0.38,0.99,0.25,0.51,0.84,0.24,0.42,0.62,0.48,0.46
+Security Guard,124238,4,PhD,0.59,1.12,0.86,High,0.07,0.63,0.95,0.54,0.72,0.56,0.85,0.93,0.18,0.44
+Data Scientist,105587,24,PhD,0.41,0.63,0.63,Medium,0.04,0.53,0.66,0.21,0.91,0.84,0.47,0.41,0.24,0.73
+AI Engineer,34023,14,High School,0.84,0.73,0.27,Low,0.03,0.91,0.12,0.65,0.25,0.84,0.51,0.14,0.57,0.41
+Mechanic,72215,8,PhD,0.88,0.91,0.42,Medium,0.01,0.57,0.4,0.37,0.18,0.43,0.98,0.3,0.6,0.78
+Marketing Manager,82870,8,Master's,0.33,1.11,0.65,Medium,0.02,0.44,0.22,0.39,0.42,0.75,0.09,0.51,0.56,0.49
+Marketing Manager,32978,15,Master's,0.38,1.44,0.49,Medium,0.57,0.83,0.28,0.08,0.71,0.48,0.9,0.98,0.4,0.42
+Marketing Manager,45522,9,Master's,0.32,1.28,0.6,Medium,0.48,0.04,0.31,0.29,0.81,0.09,0.81,0.67,0.73,0.43
+Software Engineer,63414,0,High School,0.61,1.27,0.48,Medium,0.47,0.64,0.11,0.44,0.97,0.04,0.32,0.31,0.63,0.11
+Research Scientist,47140,14,Bachelor's,0.1,0.59,0.23,Low,0.32,0.98,0.04,0.45,0.11,0.35,1.0,0.89,0.05,0.56
+Research Scientist,140261,8,High School,0.21,0.65,0.28,Low,0.97,0.99,0.79,0.66,0.35,0.17,0.08,0.69,0.78,0.83
+Doctor,62975,1,Master's,0.88,1.5,0.11,Low,0.76,0.59,0.26,0.98,0.9,0.13,0.03,0.69,0.6,0.94
+AI Engineer,146004,26,PhD,0.08,0.76,0.05,Low,0.04,0.91,0.35,0.41,0.02,0.27,0.8,0.62,0.75,0.45
+Graphic Designer,57167,19,High School,0.48,0.82,0.64,Medium,0.3,0.66,0.14,0.69,0.91,0.61,0.56,0.96,0.63,0.26
+Chef,39046,24,High School,0.71,1.24,0.42,Medium,0.35,0.99,0.1,0.4,0.06,0.82,0.09,0.67,0.06,0.67
+Doctor,113184,12,High School,0.4,1.02,0.15,Low,0.3,0.8,0.27,0.72,0.21,0.25,0.34,0.59,0.45,0.75
+Data Scientist,52689,4,High School,0.01,1.28,0.63,Medium,0.06,0.61,0.38,0.79,0.87,0.85,0.78,0.27,0.81,0.53
+Truck Driver,125494,16,Master's,0.46,1.44,0.92,High,0.1,0.74,0.81,0.27,0.47,0.71,0.44,0.11,0.71,0.91
+Doctor,111214,12,Bachelor's,0.77,0.86,0.1,Low,0.64,0.33,0.86,0.12,0.43,0.4,0.94,0.15,0.01,0.24
+Construction Worker,139071,16,PhD,0.21,0.74,0.73,High,0.72,0.07,0.33,0.28,0.56,0.73,0.53,0.93,0.95,0.36
+Data Scientist,34027,8,Bachelor's,0.74,1.39,0.48,Medium,0.53,0.42,0.85,0.23,0.24,0.37,0.23,0.56,0.13,0.32
+HR Specialist,129074,19,Bachelor's,0.41,1.25,0.35,Medium,0.25,0.81,0.76,0.39,0.95,0.91,0.96,0.43,0.2,0.63
+Data Scientist,114785,13,High School,0.13,1.29,0.31,Medium,0.48,0.33,0.74,0.31,0.83,0.59,0.79,0.99,0.68,0.98
+Construction Worker,149107,24,Master's,0.34,0.61,0.77,High,0.84,0.03,0.52,0.57,0.56,0.48,0.79,0.13,0.31,0.62
+Mechanic,42380,21,PhD,0.4,1.38,0.47,Medium,0.4,0.04,0.55,0.71,0.11,0.31,0.78,0.37,0.24,0.67
+Doctor,81331,7,High School,0.9,0.61,0.23,Low,0.5,0.87,0.13,0.68,0.57,0.48,0.49,0.72,0.94,0.09
+Teacher,38245,22,Master's,0.81,0.61,0.3,Low,0.62,0.65,0.2,0.24,0.66,0.91,0.98,0.2,0.13,0.06
+UX Researcher,76766,22,PhD,0.29,0.5,0.39,Medium,0.34,0.99,0.52,0.2,0.33,0.33,0.02,0.14,0.7,0.12
+Chef,121865,16,PhD,0.35,1.26,0.53,Medium,0.69,0.57,0.68,0.0,0.93,0.11,0.41,0.77,0.44,0.95
+Teacher,133457,6,PhD,0.16,0.67,0.24,Low,0.02,0.56,0.38,0.51,0.56,0.31,0.3,0.73,0.87,0.19
+Truck Driver,131126,12,Bachelor's,0.9,0.85,0.84,High,0.36,0.13,0.59,0.53,0.2,0.45,0.8,0.59,0.1,0.55
+Construction Worker,73066,29,Master's,0.79,1.13,0.74,High,0.71,0.68,0.02,0.41,0.33,0.67,0.22,0.59,0.91,0.8
+Doctor,72875,27,Master's,0.98,0.51,0.21,Low,0.41,0.86,0.25,0.98,0.61,0.79,0.09,0.18,0.76,0.02
+Security Guard,90011,18,High School,0.01,1.16,0.79,High,0.61,0.7,0.34,0.11,0.07,0.59,0.52,0.74,0.51,0.42
+Software Engineer,98232,12,PhD,0.03,0.84,0.69,Medium,0.87,0.33,0.59,0.85,0.44,0.02,0.07,0.51,0.97,0.69
+Chef,132491,23,Master's,0.19,1.27,0.64,Medium,0.62,0.64,0.03,0.83,0.79,0.26,0.71,0.21,0.04,0.2
+Data Scientist,70741,18,High School,0.34,0.92,0.5,Medium,0.48,0.27,0.03,0.61,0.4,0.3,0.87,0.75,0.86,0.49
+Truck Driver,76566,24,High School,0.7,0.71,0.81,High,0.07,0.83,0.13,0.9,0.86,0.46,0.74,0.62,0.8,0.43
+AI Engineer,78817,28,High School,0.46,1.44,0.17,Low,0.46,0.79,0.82,0.55,0.18,0.47,0.97,0.75,0.81,0.03
+Software Engineer,137334,1,Master's,0.65,1.33,0.32,Medium,0.85,0.55,0.2,0.32,0.28,0.53,0.05,0.16,0.81,0.13
+Financial Analyst,30591,5,Master's,0.63,1.2,0.56,Medium,0.97,0.86,0.45,0.06,0.48,0.69,0.61,0.54,0.47,0.29
+Retail Worker,42938,26,Bachelor's,0.5,0.66,0.79,High,0.32,0.59,0.07,0.83,0.56,0.67,0.7,0.29,0.47,0.96
+Construction Worker,82076,5,Master's,0.97,1.25,0.74,High,0.06,0.58,0.36,0.28,0.81,0.37,0.32,0.85,0.85,0.36
+Nurse,71628,19,PhD,0.85,0.92,0.07,Low,0.0,0.52,0.34,1.0,0.77,0.76,0.96,0.89,0.32,0.17
+Truck Driver,82136,2,Master's,0.38,0.97,0.86,High,0.91,0.42,0.78,0.27,0.7,0.0,0.87,0.03,0.71,0.05
+Marketing Manager,74440,7,PhD,0.5,0.92,0.38,Medium,0.33,0.73,0.67,0.07,0.75,0.05,0.54,0.26,0.59,0.26
+Doctor,43453,7,PhD,0.31,0.74,0.12,Low,0.9,0.64,0.73,0.92,0.91,0.74,0.2,0.84,0.2,0.74
+Chef,140252,7,Master's,0.27,1.3,0.7,Medium,0.25,0.44,0.52,0.29,0.02,0.22,0.28,0.44,0.17,0.87
+Financial Analyst,99212,29,High School,0.09,1.15,0.56,Medium,0.96,0.0,0.25,0.93,0.93,0.72,0.77,0.09,0.51,0.23
+Graphic Designer,50043,3,Master's,0.81,0.64,0.49,Medium,0.94,0.19,0.98,0.99,0.56,0.17,0.32,0.42,0.31,0.28
+Financial Analyst,33017,21,Master's,0.15,1.23,0.3,Low,0.6,0.92,0.29,0.19,0.65,0.71,0.69,0.32,0.25,0.96
+Teacher,118913,2,Master's,0.46,1.35,0.16,Low,0.42,0.16,0.43,0.54,0.02,0.44,0.78,0.68,0.64,0.91
+Customer Support,144420,2,Master's,0.56,1.29,0.84,High,0.32,0.14,0.89,0.47,0.88,0.59,0.67,0.8,0.66,0.4
+Customer Support,126805,15,Bachelor's,0.8,0.87,0.8,High,0.1,0.91,0.09,0.65,0.41,0.41,0.68,0.07,0.59,0.77
+Chef,144780,8,Bachelor's,0.17,1.4,0.56,Medium,0.88,0.49,0.54,0.92,0.9,0.45,0.27,0.39,0.39,0.29
+Chef,137009,13,Bachelor's,0.86,0.57,0.57,Medium,0.17,0.34,0.06,0.27,0.77,0.89,0.22,0.46,0.47,0.87
+AI Engineer,82328,8,Bachelor's,0.51,1.17,0.26,Low,0.01,0.4,0.91,0.74,0.54,0.53,0.35,0.52,0.66,0.42
+Software Engineer,78542,25,Master's,0.86,0.65,0.48,Medium,0.41,0.69,0.25,0.64,0.88,0.42,0.91,0.99,0.11,0.23
+UX Researcher,35703,5,PhD,0.96,0.6,0.31,Medium,0.16,1.0,0.18,0.5,0.85,0.02,0.6,0.28,0.86,0.28
+Data Scientist,110146,21,PhD,0.67,0.72,0.31,Medium,0.41,0.29,0.81,0.8,0.46,0.61,0.6,0.83,0.43,0.28
+Software Engineer,117052,8,PhD,0.54,0.95,0.48,Medium,0.09,0.72,0.21,0.2,0.41,0.23,0.58,0.37,0.45,0.54
+Teacher,89254,25,PhD,0.16,1.38,0.16,Low,0.41,0.04,0.5,0.55,0.56,0.71,0.18,0.25,0.81,0.95
+Mechanic,62009,14,PhD,0.5,0.71,0.32,Medium,0.33,0.14,0.71,0.53,0.14,0.01,0.81,0.18,0.61,0.34
+HR Specialist,56651,18,Bachelor's,0.32,0.59,0.39,Medium,0.19,0.43,0.66,0.26,0.01,0.52,0.61,0.96,0.59,0.47
+Graphic Designer,59410,16,PhD,0.93,1.33,0.43,Medium,0.24,0.26,0.5,0.74,0.5,0.07,0.72,0.81,0.29,0.66
+Nurse,103844,2,Master's,0.89,1.35,0.18,Low,0.69,0.88,0.5,0.31,0.75,0.22,0.39,0.87,0.72,0.4
+Retail Worker,128035,23,Master's,0.36,0.78,0.74,High,0.74,0.25,0.45,0.39,0.98,0.39,0.08,0.09,0.59,0.6
+Truck Driver,147270,13,Bachelor's,0.43,0.55,0.83,High,0.5,0.15,0.1,0.12,0.1,0.61,0.2,0.25,0.17,0.96
+Nurse,43769,2,Bachelor's,0.23,0.83,0.1,Low,0.49,0.02,0.67,0.52,0.9,0.16,0.8,0.79,0.13,0.4
+Financial Analyst,103616,14,Bachelor's,0.25,0.76,0.52,Medium,0.41,0.95,0.13,0.97,0.23,0.77,0.34,0.14,0.86,0.31
+Construction Worker,79004,28,Master's,0.57,0.97,0.82,High,0.73,0.09,0.67,0.9,0.06,0.14,0.72,0.44,0.4,0.14
+Graphic Designer,140190,17,Master's,0.13,0.98,0.61,Medium,0.26,0.48,0.99,0.69,0.84,0.41,0.77,0.04,0.12,0.2
+Truck Driver,51071,6,PhD,0.85,0.85,0.86,High,0.71,0.59,0.36,0.58,0.34,0.08,0.99,0.13,0.07,0.88
+Marketing Manager,97913,15,High School,0.65,0.83,0.46,Medium,0.26,0.34,0.41,0.72,0.51,0.94,0.04,0.5,0.58,0.92
+Lawyer,138336,8,Bachelor's,0.57,1.35,0.4,Medium,0.88,0.02,0.73,0.93,0.66,0.44,0.04,0.92,0.47,0.03
+Doctor,37432,23,High School,0.48,0.62,0.1,Low,0.06,0.57,0.62,0.51,0.82,0.86,0.62,0.01,0.7,0.42
+Lawyer,54578,27,High School,0.65,0.85,0.67,Medium,0.13,0.67,0.0,0.92,0.11,0.09,0.33,0.37,0.21,0.59
+Financial Analyst,83609,24,High School,0.03,0.82,0.62,Medium,0.69,0.72,0.7,0.31,0.1,0.27,0.83,0.98,0.49,0.01
+Software Engineer,51182,8,High School,0.05,1.44,0.51,Medium,0.33,0.16,0.34,0.02,0.36,0.53,0.87,0.69,0.11,0.15
+UX Researcher,127841,1,PhD,0.2,0.53,0.62,Medium,0.02,0.83,0.14,0.97,0.6,0.73,0.11,0.86,0.84,0.65
+Research Scientist,101160,5,High School,0.72,0.51,0.2,Low,0.85,0.36,0.11,0.42,0.73,0.11,0.21,0.15,0.8,0.06
+Marketing Manager,38711,7,Bachelor's,0.37,1.26,0.69,Medium,0.11,0.31,0.81,0.27,0.22,0.83,0.99,0.56,0.28,0.4
+Graphic Designer,138886,23,Master's,0.76,1.27,0.65,Medium,0.03,0.56,0.21,0.34,0.78,0.19,0.64,0.65,0.95,0.78
+Research Scientist,97696,20,High School,0.53,0.69,0.16,Low,0.55,0.68,0.61,0.39,0.27,0.17,0.69,0.65,0.69,0.37
+Truck Driver,105948,10,High School,0.76,1.27,0.81,High,0.61,0.37,0.7,0.84,0.69,0.51,0.46,0.64,0.68,0.56
+Lawyer,44235,15,PhD,0.1,1.45,0.62,Medium,0.37,0.56,0.05,0.04,0.25,0.69,0.85,0.56,0.53,0.4
+Truck Driver,61688,26,High School,0.12,1.26,0.93,High,0.46,0.66,0.91,0.09,0.77,0.62,0.6,0.29,0.68,0.79
+Security Guard,47883,22,High School,0.53,0.6,0.92,High,0.51,0.81,0.37,0.13,0.04,0.28,0.24,0.56,0.02,0.52
+Customer Support,105569,15,PhD,0.58,1.2,0.86,High,0.98,0.14,0.43,0.42,0.42,0.66,0.49,0.52,0.43,0.99
+Software Engineer,73271,9,Bachelor's,0.31,0.61,0.64,Medium,1.0,0.29,0.36,0.94,0.71,0.3,0.58,0.94,0.81,0.74
+Teacher,147327,15,Bachelor's,0.18,1.32,0.12,Low,0.93,0.36,0.86,0.27,0.51,0.11,0.66,0.84,0.72,0.52
+Security Guard,76798,0,Master's,0.2,0.84,0.82,High,0.33,0.75,0.33,0.14,0.4,0.98,0.23,0.61,0.43,0.07
+Doctor,127077,9,Master's,0.7,1.01,0.27,Low,0.29,0.09,0.94,0.38,0.58,0.79,0.32,0.72,0.14,0.29
+Construction Worker,145088,12,Master's,0.81,0.72,0.88,High,0.94,0.53,0.54,0.46,0.33,0.48,0.6,0.99,0.94,0.86
+Data Scientist,33841,28,High School,0.47,1.16,0.66,Medium,0.39,0.96,0.42,0.6,0.71,0.95,0.24,0.75,0.52,0.27
+Data Scientist,141789,27,Bachelor's,0.55,1.16,0.43,Medium,0.48,0.62,0.4,0.2,0.96,0.51,0.73,0.41,0.36,0.41
+Teacher,102828,1,Bachelor's,0.54,1.04,0.17,Low,0.13,0.5,0.17,0.13,0.93,0.6,0.66,0.4,0.91,0.64
+UX Researcher,50754,13,High School,0.37,1.46,0.63,Medium,0.85,0.17,0.27,0.29,0.27,0.86,0.03,0.08,0.27,0.2
+Construction Worker,105481,14,High School,0.8,1.06,0.7,Medium,0.43,0.41,0.11,0.68,0.7,0.72,0.73,0.0,0.95,0.81
+UX Researcher,118110,3,Master's,0.02,1.43,0.62,Medium,0.84,0.09,0.74,0.96,0.68,0.57,0.95,0.44,0.6,0.48
+Mechanic,96178,16,High School,0.08,1.0,0.57,Medium,0.79,0.58,0.91,0.94,0.06,0.4,0.02,0.33,0.54,0.91
+HR Specialist,146903,21,PhD,0.13,0.59,0.54,Medium,0.53,0.27,0.9,0.93,0.4,0.89,0.38,0.74,0.48,0.12
+Chef,101835,22,Master's,0.45,1.23,0.45,Medium,0.02,0.1,0.5,0.69,0.33,0.7,0.7,0.7,0.49,0.91
+UX Researcher,144300,13,PhD,0.27,1.03,0.63,Medium,0.4,0.72,0.88,0.22,0.81,0.76,0.36,0.99,0.26,0.25
+Doctor,80908,14,High School,0.43,0.83,0.09,Low,0.77,0.79,0.57,0.96,0.32,0.22,0.68,0.76,0.22,0.08
+HR Specialist,30567,8,Bachelor's,0.98,1.14,0.41,Medium,1.0,0.89,0.51,0.83,0.82,0.93,0.84,0.64,0.61,0.47
+Truck Driver,119342,3,High School,0.8,1.47,0.82,High,0.57,0.44,0.67,0.63,0.02,0.54,0.09,0.03,0.79,0.26
+Customer Support,106762,7,Bachelor's,0.06,0.68,0.89,High,0.49,0.88,0.4,0.27,0.35,0.71,0.56,0.9,0.6,0.49
+Marketing Manager,101486,16,PhD,0.95,0.86,0.4,Medium,0.62,0.5,0.99,0.46,0.07,0.98,0.84,0.18,0.9,0.34
+Mechanic,56926,15,Master's,0.91,1.03,0.36,Medium,0.37,0.72,0.17,0.59,0.7,0.34,0.69,0.88,0.47,0.38
+Research Scientist,64986,26,PhD,0.75,1.36,0.21,Low,0.86,0.11,0.35,0.88,0.2,0.08,0.79,0.84,0.16,0.85
+Financial Analyst,30944,9,High School,0.52,1.33,0.47,Medium,0.19,0.28,0.51,0.53,0.81,0.79,0.58,0.78,0.19,0.05
+HR Specialist,60540,11,Master's,0.08,0.75,0.58,Medium,0.41,0.88,0.3,0.01,0.3,0.58,0.38,0.53,0.88,0.91
+Data Scientist,87410,12,Bachelor's,0.46,1.05,0.68,Medium,1.0,0.24,0.73,0.38,0.01,0.01,0.46,0.49,0.02,0.69
+Data Scientist,148362,2,Master's,0.56,0.8,0.37,Medium,0.41,0.23,0.53,0.2,0.51,0.16,0.67,0.75,0.11,0.47
+Software Engineer,72460,12,Master's,0.6,0.76,0.51,Medium,0.52,0.92,0.55,0.58,0.4,0.95,0.78,0.29,0.84,0.43
+Chef,130257,4,Master's,0.82,0.69,0.58,Medium,0.29,0.3,0.3,0.73,0.23,0.0,0.72,0.17,0.1,0.24
+Truck Driver,106054,29,High School,0.48,0.54,0.94,High,0.72,0.32,0.32,0.45,0.63,0.15,0.19,0.86,0.26,0.38
+Teacher,139588,26,PhD,0.66,0.84,0.22,Low,0.02,0.74,0.49,0.81,0.95,0.93,0.91,0.51,0.36,0.47
+HR Specialist,97143,15,Bachelor's,0.88,0.71,0.67,Medium,0.82,0.98,0.88,0.28,0.11,0.11,0.29,0.61,0.8,0.9
+Mechanic,49798,14,PhD,0.01,0.69,0.34,Medium,0.36,0.5,0.04,0.35,0.18,0.65,0.46,0.5,0.43,0.96
+Doctor,87748,7,PhD,0.52,1.24,0.19,Low,0.93,0.38,0.46,0.09,0.61,0.29,0.16,0.54,0.53,0.08
+Retail Worker,46254,16,High School,0.62,0.69,0.82,High,0.72,0.53,0.4,0.32,0.61,0.94,0.67,0.07,0.46,0.89
+Chef,75211,1,Bachelor's,0.99,1.45,0.33,Medium,0.93,0.36,0.84,0.42,0.44,0.63,0.77,0.03,0.59,0.19
+HR Specialist,39695,6,PhD,0.35,0.97,0.43,Medium,0.11,0.15,0.03,0.47,0.95,0.12,0.95,0.73,0.64,0.65
+Mechanic,57740,0,Bachelor's,0.11,1.0,0.58,Medium,0.59,0.83,0.07,0.69,0.53,0.38,0.34,0.62,0.89,0.5
+Security Guard,99306,14,Bachelor's,0.4,0.6,0.72,High,0.05,0.38,0.34,0.72,0.74,0.05,0.22,0.27,0.55,0.14
+UX Researcher,54524,17,High School,0.42,0.57,0.5,Medium,0.46,0.77,0.66,0.45,0.22,0.73,0.71,0.15,0.91,0.06
+UX Researcher,92345,23,Bachelor's,0.19,1.41,0.51,Medium,0.79,0.23,0.49,0.36,0.83,0.02,0.24,0.15,0.86,0.47
+Teacher,93220,27,Master's,0.45,1.47,0.26,Low,0.71,0.29,0.17,0.92,0.42,0.28,0.47,0.92,0.39,0.56
+Lawyer,108610,13,Master's,0.43,0.73,0.7,Medium,0.96,0.84,0.69,0.29,0.91,0.28,0.8,0.92,0.6,0.8
+Financial Analyst,64722,23,Bachelor's,0.19,1.17,0.34,Medium,0.51,0.16,0.42,0.83,0.99,0.32,0.53,0.51,0.95,0.48
+Security Guard,70910,20,PhD,0.92,0.87,0.93,High,0.92,0.93,0.27,0.4,0.87,0.36,0.6,0.12,0.06,0.41
+AI Engineer,138347,21,Bachelor's,0.78,0.96,0.22,Low,0.39,0.16,0.4,0.58,0.95,0.07,0.51,0.33,0.51,0.02
+Marketing Manager,58152,13,Master's,0.82,1.05,0.48,Medium,0.29,0.3,0.38,0.84,0.97,0.44,0.39,0.85,0.43,0.55
+Lawyer,95063,3,PhD,0.74,1.03,0.62,Medium,0.78,0.22,0.72,0.8,0.35,0.17,0.0,0.45,0.35,0.55
+Retail Worker,125761,21,PhD,0.86,0.76,0.76,High,0.48,0.5,0.22,0.27,0.17,0.72,0.77,0.46,0.71,0.74
+Graphic Designer,31645,4,High School,0.97,1.32,0.38,Medium,0.19,0.13,0.14,0.75,0.47,0.78,0.75,0.6,0.69,0.02
+Customer Support,73262,2,PhD,0.64,0.51,0.71,High,0.85,0.68,0.27,0.69,0.79,0.31,0.04,0.93,0.35,0.11
+Retail Worker,51730,25,High School,0.77,0.72,0.77,High,0.24,0.99,0.2,0.58,0.93,0.15,0.97,0.95,0.88,0.21
+Security Guard,123878,5,Bachelor's,0.76,0.77,0.82,High,0.82,0.27,0.19,0.68,0.53,0.51,0.26,0.03,0.41,0.11
+Software Engineer,89300,11,High School,0.04,0.93,0.32,Medium,0.1,0.66,0.65,0.03,0.0,0.08,0.76,0.58,0.04,0.49
+Data Scientist,131971,5,Bachelor's,0.87,1.43,0.43,Medium,0.14,0.24,0.78,0.97,0.47,0.31,0.43,0.3,0.26,0.59
+HR Specialist,113441,10,Bachelor's,0.26,1.16,0.31,Medium,0.08,0.29,0.88,0.76,0.02,0.5,0.27,0.65,0.72,0.86
+Customer Support,87589,15,Bachelor's,0.99,1.48,0.92,High,0.57,0.4,0.36,0.01,0.25,0.72,0.6,0.92,0.05,0.16
+Graphic Designer,113446,8,High School,0.73,1.31,0.64,Medium,0.99,0.29,0.71,0.12,0.41,0.85,0.37,0.59,0.5,0.65
+Retail Worker,135301,25,Master's,0.06,1.07,0.92,High,0.48,0.08,0.56,0.33,0.15,0.85,0.52,0.93,0.81,0.69
+Lawyer,118552,4,Master's,0.43,0.7,0.66,Medium,0.17,0.29,0.52,0.26,0.21,0.6,0.09,0.06,0.37,0.72
+Marketing Manager,148977,29,PhD,0.42,1.07,0.45,Medium,0.94,0.05,0.67,0.89,0.8,0.18,0.3,0.72,0.08,0.81
+UX Researcher,48715,17,Master's,0.73,0.6,0.59,Medium,0.68,0.83,0.04,0.02,0.37,0.15,0.56,0.92,0.39,0.84
+HR Specialist,147045,19,PhD,0.17,0.53,0.43,Medium,0.91,0.1,0.61,0.45,0.94,0.12,0.21,0.03,0.43,0.28
+Software Engineer,40196,16,High School,0.6,1.11,0.51,Medium,0.09,0.45,1.0,0.84,0.89,0.82,0.1,0.23,0.0,0.3
+Truck Driver,141054,25,PhD,0.47,1.18,0.92,High,0.75,0.94,0.05,0.01,0.66,0.29,0.25,0.33,0.27,0.51
+Customer Support,132785,24,PhD,0.51,1.17,0.8,High,0.25,0.17,0.35,0.74,0.76,0.67,0.23,0.59,0.57,0.48
+UX Researcher,123249,23,Master's,0.49,1.07,0.59,Medium,0.11,0.75,0.14,0.07,0.98,0.96,0.06,0.44,0.19,0.49
+Research Scientist,62500,21,Bachelor's,0.95,1.13,0.14,Low,0.6,0.31,0.91,0.87,0.56,0.32,0.29,0.03,0.82,0.45
+Customer Support,136128,9,Bachelor's,0.49,1.41,0.91,High,0.15,0.71,0.44,0.25,0.69,0.74,0.18,0.91,0.75,0.93
+AI Engineer,142109,8,Bachelor's,0.94,0.87,0.06,Low,0.76,0.7,0.6,0.49,0.03,0.62,0.42,0.56,0.43,0.97
+UX Researcher,87737,25,Master's,0.75,1.44,0.54,Medium,0.01,0.03,0.7,0.28,0.58,0.2,0.27,0.5,0.98,0.62
+Teacher,121903,0,Master's,0.96,0.71,0.13,Low,0.77,0.87,0.52,0.99,0.01,0.3,0.62,0.47,0.12,0.37
+AI Engineer,141654,27,High School,0.64,1.39,0.27,Low,0.7,0.47,0.51,0.14,0.34,0.19,0.82,0.91,0.54,0.73
+UX Researcher,50662,20,High School,0.61,1.2,0.48,Medium,0.24,0.88,0.74,0.9,0.82,0.99,0.19,0.09,0.34,0.13
+Software Engineer,116755,1,Bachelor's,0.44,0.56,0.69,Medium,0.59,0.56,0.66,0.5,0.03,0.61,0.72,0.42,0.76,0.23
+Data Scientist,133719,6,High School,0.16,0.87,0.64,Medium,0.83,0.38,0.59,0.72,0.24,0.17,0.97,0.62,0.98,0.34
+HR Specialist,127427,21,Bachelor's,0.34,1.04,0.57,Medium,0.63,0.46,0.56,0.28,0.02,0.63,0.25,0.67,0.75,0.92
+Chef,130628,7,PhD,0.01,1.49,0.57,Medium,0.64,0.02,0.86,0.15,0.84,0.02,0.65,0.43,0.2,0.11
+Teacher,43686,3,High School,0.12,0.99,0.21,Low,0.83,0.68,0.07,0.31,0.29,0.92,0.87,0.37,0.07,0.89
+Research Scientist,57313,26,PhD,0.85,1.35,0.17,Low,0.18,0.48,0.49,0.49,0.54,0.26,0.37,0.43,0.13,0.46
+UX Researcher,91404,6,Master's,0.83,0.91,0.51,Medium,0.03,0.67,0.4,0.45,0.87,0.46,0.02,0.23,0.48,0.42
+Financial Analyst,109794,20,Bachelor's,0.54,1.19,0.49,Medium,0.44,0.45,0.41,0.54,0.25,0.89,0.33,0.15,0.1,0.01
+HR Specialist,49416,8,PhD,0.19,0.52,0.51,Medium,0.68,0.09,0.46,0.74,0.99,0.67,0.24,0.72,0.6,0.21
+Nurse,56162,9,High School,0.43,1.46,0.23,Low,0.64,0.73,0.48,0.51,0.85,0.68,0.9,0.89,0.98,0.7
+Customer Support,85420,4,Bachelor's,0.17,1.21,0.77,High,0.28,0.24,0.88,0.87,0.63,0.47,0.67,0.61,0.42,0.38
+Financial Analyst,82948,4,Bachelor's,0.59,1.15,0.48,Medium,0.97,0.08,0.35,0.42,0.02,0.36,0.27,0.51,0.34,0.73
+Nurse,91336,8,PhD,0.16,1.29,0.3,Low,0.02,0.7,0.25,0.04,0.4,0.94,0.01,0.59,0.5,0.87
+HR Specialist,104474,16,Master's,0.68,1.18,0.57,Medium,0.94,0.82,0.04,0.47,0.4,0.31,0.45,0.38,0.43,0.98
+Customer Support,72628,8,Master's,0.92,0.98,0.86,High,0.83,0.36,0.43,0.41,0.37,0.93,0.83,0.11,0.11,0.43
+Research Scientist,135494,19,High School,0.62,0.64,0.18,Low,0.01,0.32,0.68,0.48,0.98,0.87,0.36,0.05,0.85,0.91
+Mechanic,71751,2,High School,0.37,0.58,0.59,Medium,0.0,0.05,0.0,0.65,0.42,0.3,0.91,0.19,0.39,0.94
+Truck Driver,86087,1,High School,0.55,0.58,0.9,High,0.42,0.8,0.25,0.42,0.79,0.97,0.06,0.81,0.3,0.55
+Nurse,127425,29,High School,0.61,0.85,0.13,Low,0.04,0.15,0.92,1.0,0.78,0.29,0.4,0.74,0.97,0.46
+Data Scientist,133587,16,Bachelor's,0.43,0.99,0.67,Medium,0.52,0.49,0.58,0.69,0.11,0.82,0.44,0.07,0.79,0.38
+Security Guard,140373,5,Master's,0.63,1.38,0.92,High,0.96,0.87,0.0,0.38,0.82,0.37,0.6,0.61,0.37,0.9
+AI Engineer,133080,14,Bachelor's,0.13,1.09,0.21,Low,0.05,0.24,0.8,0.05,0.86,0.66,0.43,0.35,0.02,0.83
+Chef,123012,20,PhD,0.31,1.07,0.4,Medium,0.5,0.81,0.47,0.95,0.85,0.33,0.4,0.42,0.63,0.29
+Financial Analyst,76629,11,Master's,0.61,0.9,0.56,Medium,0.4,0.82,0.57,0.04,0.18,0.86,0.56,0.95,0.07,0.3
+Financial Analyst,33811,3,PhD,0.55,0.88,0.36,Medium,0.64,0.54,0.27,0.48,0.75,0.21,0.29,0.35,0.75,0.85
+Teacher,95283,4,High School,0.3,1.39,0.3,Low,0.67,0.99,0.66,0.73,0.39,0.43,0.14,0.82,0.93,0.62
+Nurse,113205,1,High School,0.15,0.77,0.11,Low,0.61,0.95,0.05,0.0,0.6,0.28,0.88,0.33,0.29,0.27
+HR Specialist,100453,28,Bachelor's,0.58,0.67,0.47,Medium,0.46,0.02,0.02,0.52,0.7,0.94,0.18,0.1,0.05,0.44
+Nurse,68397,14,Master's,0.84,1.18,0.1,Low,0.46,0.91,0.33,0.5,0.96,0.73,0.75,0.25,0.41,0.08
+Lawyer,113824,10,Bachelor's,0.1,1.34,0.63,Medium,0.53,0.14,0.03,0.8,0.6,0.71,0.3,0.51,0.75,0.46
+Data Scientist,50758,26,Bachelor's,0.79,0.72,0.33,Medium,0.53,0.06,0.77,0.72,0.88,0.64,0.07,0.25,0.81,0.17
+Mechanic,135900,8,Master's,0.78,0.83,0.43,Medium,0.56,0.86,0.22,0.94,0.6,0.99,0.09,0.13,0.83,0.86
+AI Engineer,133613,11,PhD,0.71,1.37,0.06,Low,0.57,0.85,0.4,0.3,0.8,0.34,0.0,0.96,0.59,0.82
+HR Specialist,93115,10,High School,0.07,0.67,0.42,Medium,0.32,0.66,0.62,0.49,0.21,0.38,0.54,0.47,0.13,0.65
+Research Scientist,129683,11,Master's,0.38,1.21,0.06,Low,0.57,0.33,0.01,0.19,0.94,0.52,1.0,0.52,0.54,0.39
+Marketing Manager,83013,15,Bachelor's,0.25,0.84,0.48,Medium,0.19,0.22,0.27,0.45,0.65,0.86,0.29,0.18,0.38,0.89
+Teacher,45233,16,High School,0.68,0.98,0.09,Low,0.32,0.22,0.88,0.48,0.56,0.59,0.64,0.5,0.02,0.33
+Nurse,50765,19,PhD,0.68,0.56,0.19,Low,0.21,0.95,0.34,0.33,0.92,0.42,0.96,0.02,0.31,0.67
+Retail Worker,108766,18,Bachelor's,0.14,0.85,0.8,High,0.51,0.93,0.87,0.13,0.17,0.36,0.29,0.61,0.9,0.96
+Truck Driver,64297,16,High School,0.84,1.03,0.75,High,0.52,0.56,0.74,0.22,0.37,0.36,0.96,0.44,0.76,0.75
+HR Specialist,76126,10,High School,0.57,1.39,0.49,Medium,0.95,0.21,0.07,0.89,0.85,0.99,0.68,0.94,0.83,0.84
+Teacher,112694,27,Master's,0.38,1.43,0.16,Low,0.54,0.45,0.56,0.47,0.05,0.88,0.44,0.59,0.14,0.0
+Doctor,117287,21,High School,0.7,0.6,0.28,Low,0.22,0.2,0.18,0.01,0.77,0.88,0.61,0.19,0.29,0.48
+Nurse,31082,12,Bachelor's,0.25,1.23,0.16,Low,0.3,0.46,0.07,0.8,0.24,0.73,0.07,0.96,0.19,0.88
+Security Guard,137252,23,Bachelor's,0.97,0.98,0.88,High,0.37,0.18,0.44,0.17,0.98,0.1,0.59,0.63,0.54,0.66
+Financial Analyst,31511,17,Bachelor's,0.56,0.79,0.68,Medium,0.76,0.97,0.04,0.29,0.2,0.01,0.24,0.68,0.23,0.51
+Truck Driver,33145,9,Master's,0.69,0.89,0.79,High,0.46,0.18,0.63,0.36,0.85,0.76,0.61,0.36,0.21,0.78
+Software Engineer,115642,19,PhD,0.22,0.7,0.37,Medium,0.78,0.23,0.53,0.45,0.58,0.88,0.87,0.45,0.02,0.43
+Doctor,128303,9,Bachelor's,0.56,1.15,0.09,Low,0.65,0.18,0.75,0.34,0.71,0.05,0.41,0.71,0.23,0.8
+Construction Worker,81142,16,Bachelor's,0.59,0.85,0.82,High,0.6,0.47,0.7,0.43,0.2,0.21,0.01,0.3,0.75,0.79
+Research Scientist,89817,13,PhD,0.96,1.0,0.28,Low,0.71,0.72,0.09,0.22,0.01,0.72,0.34,0.79,0.34,0.82
+Lawyer,124410,0,Master's,0.17,0.84,0.46,Medium,0.35,0.76,0.1,0.35,0.84,0.07,0.94,0.99,0.09,0.29
+Chef,138139,15,Bachelor's,0.78,1.1,0.56,Medium,0.76,0.12,0.83,0.71,0.58,0.89,0.7,0.2,0.43,0.49
+Research Scientist,78657,18,PhD,0.95,0.63,0.22,Low,0.51,0.03,0.92,0.85,0.52,0.23,0.12,0.36,0.26,0.51
+Truck Driver,69309,8,PhD,0.57,1.39,0.86,High,0.48,0.85,0.47,0.87,0.29,0.13,0.86,0.59,0.89,0.94
+UX Researcher,68669,17,Master's,0.49,1.36,0.34,Medium,0.45,0.29,0.1,0.76,0.51,0.56,0.41,0.46,0.12,0.67
+Truck Driver,87033,27,PhD,0.82,0.7,0.75,High,0.65,0.85,0.47,0.73,1.0,0.99,0.74,0.74,0.25,0.83
+Teacher,80658,5,PhD,0.96,0.58,0.16,Low,0.56,0.41,0.21,0.59,0.76,0.64,0.23,0.73,0.26,0.18
+Software Engineer,136081,29,High School,0.84,0.98,0.51,Medium,0.3,0.49,0.13,0.96,0.8,0.67,0.54,0.79,0.49,0.3
+Software Engineer,48728,11,Bachelor's,0.65,1.43,0.36,Medium,0.18,0.43,0.81,0.29,0.25,0.62,0.54,0.06,0.08,0.64
+HR Specialist,52286,15,High School,0.97,1.18,0.3,Low,0.48,0.41,0.11,0.92,0.81,0.23,0.26,0.03,0.3,0.58
+Financial Analyst,55727,28,PhD,0.19,1.4,0.38,Medium,0.03,0.02,0.62,0.66,0.31,0.32,0.34,0.68,0.06,0.93
+Marketing Manager,104638,10,Master's,1.0,0.67,0.61,Medium,0.22,0.08,0.87,0.86,0.4,0.7,0.56,0.85,0.32,0.52
+Data Scientist,119363,1,PhD,0.35,1.39,0.37,Medium,0.15,0.58,0.66,0.19,0.39,0.95,0.25,0.67,0.74,0.45
+Construction Worker,141597,26,Bachelor's,0.74,0.96,0.84,High,0.69,0.59,0.88,0.36,0.3,0.21,0.04,0.04,0.87,0.68
+Marketing Manager,72756,18,PhD,0.61,1.35,0.49,Medium,0.87,0.36,0.93,0.7,0.26,0.56,0.53,0.14,0.59,0.31
+Research Scientist,77774,10,High School,0.95,1.14,0.27,Low,0.68,0.36,0.51,0.68,0.96,0.25,0.87,0.92,0.67,0.93
+Retail Worker,119865,12,Master's,0.95,1.2,0.71,High,0.91,0.48,0.46,0.57,0.15,0.47,0.83,0.02,0.27,0.0
+AI Engineer,33692,25,High School,0.73,1.3,0.29,Low,0.61,0.25,0.92,0.78,0.57,0.7,0.92,0.71,0.37,0.71
+Research Scientist,139419,4,PhD,0.39,0.91,0.09,Low,0.02,0.13,0.65,0.8,0.99,0.35,0.6,0.94,0.17,0.72
+Truck Driver,48782,6,Bachelor's,0.09,1.36,0.9,High,0.03,0.09,0.05,0.33,0.51,0.53,0.27,0.91,0.37,0.05
+Retail Worker,140349,14,Master's,0.53,0.91,0.77,High,0.13,0.82,1.0,0.33,0.38,0.62,0.72,0.39,0.9,0.56
+Software Engineer,80075,22,Bachelor's,0.65,1.45,0.62,Medium,0.04,0.33,0.47,0.31,0.7,0.83,0.73,0.99,0.27,0.87
+Mechanic,120629,22,Bachelor's,0.36,1.23,0.34,Medium,0.79,0.53,0.29,0.66,0.64,0.21,0.03,0.43,0.57,0.88
+AI Engineer,135899,24,Bachelor's,0.53,1.25,0.16,Low,0.75,0.2,0.37,0.63,0.02,0.72,0.84,0.4,0.45,0.85
+Marketing Manager,115333,1,Master's,0.29,0.82,0.57,Medium,0.56,0.16,0.31,0.9,0.69,0.99,0.77,0.94,0.22,0.77
+Mechanic,93908,22,Master's,0.67,0.97,0.44,Medium,0.86,0.85,0.02,0.61,0.37,0.42,0.83,0.31,0.94,0.18
+Retail Worker,41564,3,Master's,0.67,0.75,0.78,High,0.83,0.76,0.33,0.53,0.06,0.21,0.49,0.09,0.84,0.72
+Truck Driver,144507,9,High School,0.56,1.09,0.79,High,0.28,0.27,0.17,0.33,0.2,0.63,0.57,0.38,0.33,0.24
+Graphic Designer,147679,29,Master's,0.92,1.19,0.6,Medium,0.83,0.35,0.06,0.62,0.19,0.57,0.74,0.78,0.3,0.51
+Research Scientist,132811,12,Master's,0.82,1.26,0.3,Low,0.01,0.44,0.26,0.12,0.91,1.0,0.18,0.04,0.28,0.83
+UX Researcher,54940,26,Master's,0.06,0.55,0.47,Medium,0.93,0.29,0.43,0.1,0.49,0.7,0.27,0.3,0.84,0.01
+Software Engineer,144326,14,PhD,0.39,0.8,0.56,Medium,0.83,0.56,0.03,0.46,0.46,0.54,0.67,0.02,0.5,0.59
+Nurse,30511,18,Master's,0.67,0.73,0.13,Low,0.96,0.35,0.35,0.6,0.97,0.98,0.58,0.0,0.9,0.57
+Software Engineer,49359,26,Bachelor's,0.9,0.77,0.41,Medium,0.3,0.61,0.44,0.73,0.89,0.67,0.2,0.93,0.26,0.15
+Mechanic,36265,15,High School,0.56,0.61,0.36,Medium,0.3,0.28,0.6,0.82,0.76,0.26,0.25,0.97,0.01,0.88
+Lawyer,122313,25,Master's,0.95,0.84,0.48,Medium,0.71,0.59,0.32,0.55,0.73,0.04,0.01,0.46,0.13,0.66
+Chef,39280,1,PhD,0.43,0.7,0.52,Medium,0.12,0.02,0.05,0.95,0.14,0.71,0.07,0.11,0.51,0.46
+Construction Worker,80281,26,Bachelor's,0.94,1.28,0.85,High,0.45,0.36,0.95,0.6,0.58,0.23,0.05,0.95,0.31,0.44
+UX Researcher,98354,16,High School,0.84,0.53,0.63,Medium,0.14,0.89,0.73,0.16,0.57,0.31,0.18,0.86,0.4,0.4
+Financial Analyst,140951,11,High School,0.38,1.37,0.45,Medium,0.95,0.95,0.14,0.18,0.86,0.39,0.0,0.27,0.6,0.8
+Retail Worker,145131,22,Master's,0.11,1.42,0.89,High,0.59,0.77,0.43,0.76,0.37,0.24,0.73,0.42,0.98,0.35
+Nurse,51529,7,Bachelor's,0.93,0.74,0.25,Low,0.43,0.92,0.45,0.74,0.47,0.23,0.2,0.43,0.76,0.61
+Retail Worker,30594,25,Master's,0.28,0.98,0.71,High,0.82,0.99,0.41,0.01,0.17,0.65,0.61,0.79,0.25,0.76
+Retail Worker,142770,22,Master's,0.32,1.05,0.74,High,0.45,0.88,0.42,0.84,0.59,0.19,0.58,0.51,0.4,0.12
+Marketing Manager,122995,5,High School,0.07,0.6,0.47,Medium,0.31,0.93,0.38,0.76,0.53,0.7,0.26,0.94,0.53,0.83
+Research Scientist,137126,7,Master's,0.1,1.17,0.05,Low,0.48,0.19,0.63,0.98,0.46,0.82,0.51,0.5,0.93,0.89
+Customer Support,44372,26,Bachelor's,0.12,0.8,0.94,High,0.63,0.55,0.71,0.42,0.76,0.39,0.83,0.27,0.28,0.52
+Nurse,53795,7,Master's,0.65,0.86,0.11,Low,0.47,0.56,0.14,0.56,0.32,0.39,0.28,0.93,0.68,0.26
+Security Guard,80697,15,Bachelor's,0.85,0.9,0.91,High,0.15,0.82,0.54,0.22,0.41,0.99,0.78,0.58,0.12,0.42
+Graphic Designer,118078,13,PhD,0.07,1.04,0.66,Medium,0.68,0.25,0.57,0.94,0.72,0.69,0.97,0.8,0.14,0.35
+Nurse,125773,28,Master's,0.49,0.61,0.16,Low,0.7,1.0,0.32,0.51,0.88,0.36,0.11,0.95,0.49,0.5
+Data Scientist,93766,10,PhD,0.0,1.43,0.44,Medium,0.4,0.17,0.38,0.8,0.8,0.94,0.4,0.71,0.51,0.8
+Truck Driver,105569,0,Bachelor's,0.37,0.84,0.76,High,0.58,0.96,0.2,0.1,0.12,0.78,0.35,0.22,0.35,0.65
+Teacher,45782,19,Bachelor's,0.74,0.84,0.16,Low,0.1,0.07,0.46,0.3,0.61,0.04,0.12,0.87,0.57,0.71
+Construction Worker,127288,12,High School,0.46,1.26,0.83,High,0.22,0.34,0.49,0.32,0.34,0.34,0.12,0.08,0.05,0.11
+Security Guard,107865,2,Master's,0.59,0.69,0.92,High,0.81,0.52,0.72,0.37,0.04,0.9,0.13,0.95,0.57,0.31
+AI Engineer,75986,27,PhD,0.5,0.52,0.14,Low,0.74,0.51,0.24,0.34,0.86,0.53,0.53,0.96,0.32,0.48
+HR Specialist,60276,19,Master's,0.76,0.77,0.36,Medium,0.7,0.26,0.92,0.13,0.32,0.05,0.7,0.89,0.64,0.94
+Financial Analyst,137294,2,High School,0.09,1.34,0.64,Medium,0.83,0.8,0.36,0.22,0.93,0.31,0.4,0.7,0.29,0.82
+Graphic Designer,147272,3,PhD,0.79,1.1,0.53,Medium,0.46,0.28,0.46,0.45,0.58,0.28,0.08,0.15,0.7,0.02
+Mechanic,45819,24,PhD,0.62,0.98,0.46,Medium,0.99,0.82,0.43,0.73,0.27,0.1,0.35,0.4,0.02,0.81
+AI Engineer,36473,18,Bachelor's,0.58,0.57,0.09,Low,0.89,0.61,0.95,1.0,0.37,0.3,0.86,1.0,0.63,0.8
+Retail Worker,62556,27,Master's,0.36,1.07,0.91,High,0.69,0.02,0.34,0.14,0.23,0.91,0.04,0.22,0.31,0.62
+Research Scientist,88209,7,Bachelor's,0.22,0.66,0.11,Low,0.5,0.27,0.95,0.46,0.06,0.73,0.33,0.65,0.28,0.57
+Lawyer,147067,23,PhD,0.93,0.76,0.43,Medium,0.46,0.93,0.9,0.09,0.13,0.5,0.11,0.35,0.15,0.64
+Lawyer,38699,3,High School,1.0,0.88,0.54,Medium,0.86,0.12,0.69,0.41,0.21,0.4,0.08,0.7,0.25,0.31
+Data Scientist,107593,25,Master's,0.86,0.99,0.53,Medium,0.57,0.41,0.19,0.75,0.13,0.1,0.71,0.21,0.31,0.48
+Security Guard,75076,18,PhD,0.71,1.12,0.86,High,0.71,0.29,0.32,0.44,0.31,0.98,0.81,0.16,0.01,0.04
+Software Engineer,91743,6,Bachelor's,0.11,1.03,0.64,Medium,0.74,0.22,0.4,0.51,0.81,0.84,0.91,0.51,0.69,0.11
+Graphic Designer,80924,10,PhD,0.25,0.93,0.55,Medium,0.26,0.05,0.01,0.02,0.01,0.11,0.24,0.22,0.99,0.31
+Research Scientist,72500,19,PhD,0.55,1.36,0.22,Low,0.3,0.56,0.71,0.73,0.67,0.87,0.87,0.58,0.43,0.64
+Data Scientist,52380,16,PhD,0.01,1.49,0.37,Medium,0.47,0.87,0.23,0.48,0.13,0.4,0.18,0.36,0.37,0.99
+Graphic Designer,34355,5,Bachelor's,0.11,1.23,0.32,Medium,0.03,0.11,0.97,0.94,0.19,0.16,0.24,0.52,0.57,0.22
+UX Researcher,32035,15,Master's,0.31,1.42,0.56,Medium,0.44,0.79,0.82,0.29,0.34,0.94,0.16,0.04,0.45,0.8
+HR Specialist,32665,17,PhD,0.92,1.03,0.34,Medium,0.59,0.78,0.09,0.17,0.01,0.59,0.89,0.67,0.98,0.06
+Financial Analyst,100739,14,Bachelor's,0.81,0.81,0.69,Medium,0.29,0.89,0.88,0.76,0.56,0.12,0.53,0.36,0.79,0.76
+Doctor,128560,24,Master's,0.71,0.98,0.2,Low,0.99,0.6,0.79,0.73,0.7,0.72,0.45,0.47,0.47,0.03
+Data Scientist,59974,11,Master's,0.15,1.39,0.41,Medium,0.14,0.12,0.7,0.01,0.47,0.12,0.85,0.96,0.96,0.44
+Teacher,90521,1,High School,0.6,0.85,0.16,Low,0.06,0.8,0.24,0.46,0.48,0.56,0.82,0.69,0.66,0.53
+Software Engineer,66476,11,Master's,0.4,1.46,0.7,Medium,0.73,0.23,0.1,0.41,0.86,0.72,0.88,0.62,0.13,0.11
+Software Engineer,82271,11,PhD,0.24,1.23,0.57,Medium,0.32,0.18,0.1,0.74,0.45,0.32,0.86,0.59,0.52,0.74
+Chef,33743,23,Master's,0.69,0.94,0.45,Medium,0.77,0.52,0.7,0.89,0.92,0.28,0.19,0.26,0.75,0.37
+Marketing Manager,111256,7,PhD,0.1,0.83,0.35,Medium,0.16,0.68,0.02,0.12,0.84,0.84,0.33,0.09,0.7,0.36
+Software Engineer,132859,26,Master's,0.16,0.64,0.54,Medium,0.9,0.79,0.55,0.42,0.62,0.44,0.25,0.68,0.87,0.37
+AI Engineer,99810,10,High School,0.43,0.9,0.06,Low,0.7,0.81,0.66,0.15,0.1,0.57,0.4,0.43,0.97,0.72
+UX Researcher,90360,6,Master's,0.02,0.53,0.57,Medium,0.84,0.71,0.41,0.03,0.97,0.99,0.55,0.07,0.54,0.89
+AI Engineer,130290,4,High School,0.72,0.58,0.08,Low,0.13,0.9,0.53,0.79,0.12,0.93,0.82,0.22,0.87,0.26
+Customer Support,105656,22,Bachelor's,0.84,0.67,0.72,High,0.4,0.58,0.85,0.97,0.44,0.06,0.75,0.57,0.45,0.31
+Doctor,107982,0,Master's,0.34,1.26,0.19,Low,0.88,0.54,0.24,0.85,0.56,0.21,0.62,0.36,0.84,0.45
+Marketing Manager,33970,13,PhD,0.1,0.9,0.69,Medium,0.81,0.16,0.28,0.33,0.65,0.76,0.75,0.51,0.81,0.44
+Truck Driver,71753,26,PhD,0.56,1.45,0.9,High,0.58,0.65,0.93,0.43,0.33,0.98,0.86,0.32,0.46,0.42
+Graphic Designer,104354,6,Master's,0.96,0.9,0.65,Medium,0.19,0.55,0.02,0.76,0.58,0.63,0.05,0.21,0.07,0.29
+Construction Worker,35280,20,Bachelor's,0.44,0.75,0.89,High,0.63,0.77,0.32,0.74,0.86,0.35,0.34,0.9,0.05,0.35
+Research Scientist,116545,27,Bachelor's,0.03,0.61,0.16,Low,0.69,0.29,0.85,0.44,0.97,0.95,0.77,0.93,0.71,0.9
+AI Engineer,131041,12,Bachelor's,0.35,1.25,0.16,Low,0.84,0.88,0.3,0.82,0.15,0.33,0.52,0.23,0.58,0.58
+Software Engineer,134087,23,Bachelor's,0.8,1.13,0.43,Medium,0.23,0.88,0.84,0.23,0.04,0.8,0.62,0.1,0.59,0.45
+AI Engineer,90985,20,PhD,0.21,0.95,0.09,Low,0.96,0.78,0.74,0.69,0.42,0.92,0.07,0.8,0.22,0.32
+Truck Driver,118257,6,Bachelor's,0.78,1.34,0.85,High,0.4,0.95,0.25,0.8,0.61,0.38,0.0,0.45,0.28,0.1
+Teacher,134294,23,Bachelor's,0.35,1.11,0.26,Low,0.18,0.42,0.39,0.51,0.81,0.55,0.85,0.52,0.6,0.44
+Lawyer,55666,18,Bachelor's,0.92,1.14,0.63,Medium,0.06,0.91,0.19,0.26,0.05,0.97,0.85,0.91,0.85,0.48
+Security Guard,71516,25,High School,0.97,1.0,0.74,High,0.66,0.98,0.87,0.86,0.93,0.89,0.78,0.72,0.26,0.62
+Nurse,48226,18,Bachelor's,0.86,0.99,0.08,Low,0.0,0.68,0.55,0.33,0.17,0.47,0.1,0.34,0.38,0.47
+AI Engineer,60011,16,Master's,0.26,1.35,0.14,Low,0.23,0.18,0.32,0.07,0.03,0.61,0.62,0.53,0.76,0.04
+Chef,136979,15,Master's,0.86,1.43,0.34,Medium,0.11,0.03,0.1,0.21,0.97,0.67,0.78,0.78,0.54,0.8
+Construction Worker,85215,21,Bachelor's,0.31,1.06,0.83,High,0.82,0.98,0.41,0.76,0.1,0.78,0.37,0.04,0.36,0.61
+Software Engineer,107255,21,Bachelor's,0.92,0.58,0.67,Medium,0.71,0.33,0.39,0.74,0.6,0.67,0.39,0.49,0.99,0.21
+Retail Worker,70821,27,High School,0.29,1.27,0.89,High,0.29,0.08,0.01,0.43,0.41,0.99,0.47,0.26,0.89,0.49
+Customer Support,133185,18,Master's,0.1,0.88,0.94,High,0.59,0.34,0.63,0.91,0.27,0.51,0.96,0.17,0.72,0.61
+Construction Worker,107929,6,Master's,0.35,0.81,0.87,High,0.22,0.42,0.19,0.01,0.97,0.43,0.97,0.14,0.59,0.2
+Security Guard,49523,29,Master's,0.58,1.2,0.86,High,0.05,0.1,0.13,0.09,0.18,0.69,0.83,0.41,0.69,0.2
+Construction Worker,88188,24,High School,0.35,1.35,0.94,High,0.86,0.07,0.65,0.12,0.01,0.05,0.92,0.91,0.23,0.55
+Doctor,77969,6,Bachelor's,0.5,0.89,0.17,Low,0.79,0.48,0.78,0.43,0.25,0.33,0.08,0.5,0.15,0.81
+Lawyer,149528,12,Master's,0.77,1.45,0.64,Medium,0.95,0.57,0.17,0.94,0.87,0.86,0.69,0.62,0.01,0.75
+Lawyer,85416,27,High School,0.26,1.05,0.48,Medium,0.02,0.82,0.88,0.68,0.54,0.96,0.12,0.74,0.13,0.38
+AI Engineer,50491,14,High School,0.74,0.5,0.12,Low,0.54,0.53,0.64,0.3,0.54,0.19,0.19,0.58,0.69,0.12
+HR Specialist,105955,11,Bachelor's,0.57,0.77,0.46,Medium,0.4,0.18,0.0,0.85,0.72,0.69,0.55,0.7,0.94,0.67
+HR Specialist,97519,26,High School,0.57,0.94,0.52,Medium,0.52,0.86,0.65,0.19,0.06,0.42,0.02,0.32,0.37,0.38
+Data Scientist,74775,17,PhD,0.3,0.77,0.35,Medium,0.51,0.15,0.62,0.16,0.58,0.83,0.04,0.42,0.46,0.79
+Doctor,116437,21,PhD,0.57,1.29,0.19,Low,0.36,0.09,0.73,0.87,0.97,0.93,0.8,0.64,0.78,0.43
+AI Engineer,112201,21,Bachelor's,0.35,0.83,0.24,Low,0.45,0.21,0.2,0.86,0.68,0.55,0.4,0.43,0.06,0.45
+Nurse,91134,17,Bachelor's,0.39,0.88,0.05,Low,0.46,0.03,0.57,0.51,0.84,0.58,0.32,0.52,0.7,0.09
+Data Scientist,76647,22,PhD,0.92,0.8,0.55,Medium,0.82,0.51,0.72,0.31,0.31,0.67,0.71,0.94,0.22,0.47
+AI Engineer,138197,12,Bachelor's,0.08,0.9,0.14,Low,0.27,0.3,0.36,0.99,0.78,0.07,0.87,0.63,0.89,0.34
+Lawyer,76413,18,Bachelor's,0.9,0.77,0.67,Medium,0.83,0.98,0.32,0.24,0.33,0.95,0.33,0.57,0.4,0.4
+AI Engineer,112604,20,Bachelor's,0.54,1.35,0.06,Low,0.89,0.67,0.62,0.63,0.3,0.42,0.8,0.31,0.47,0.02
+AI Engineer,61478,7,Bachelor's,0.42,1.03,0.08,Low,0.99,0.3,0.63,0.58,0.79,0.29,0.76,0.38,0.41,0.67
+Security Guard,92402,27,High School,0.67,1.4,0.77,High,0.9,0.13,0.66,0.55,0.49,0.31,0.5,0.16,0.37,0.1
+HR Specialist,65319,18,High School,0.1,0.66,0.33,Medium,0.38,0.84,0.91,0.07,0.63,0.68,0.53,0.67,0.23,0.49
+Retail Worker,58830,28,PhD,0.09,1.13,0.82,High,0.28,0.47,0.78,0.8,0.65,0.47,0.58,0.39,0.13,0.39
+AI Engineer,59328,16,Bachelor's,0.9,1.37,0.27,Low,0.27,0.03,0.26,0.28,0.91,0.65,0.08,0.14,0.16,0.63
+Teacher,36123,21,High School,0.86,1.44,0.1,Low,0.31,0.24,0.36,0.91,0.58,0.74,0.49,0.03,0.06,0.54
+Graphic Designer,66587,4,High School,0.22,1.22,0.62,Medium,0.41,0.75,0.4,0.68,0.76,0.99,0.35,0.41,0.17,0.2
+Data Scientist,51951,7,Bachelor's,0.58,0.57,0.32,Medium,0.06,0.94,0.85,0.84,0.92,0.51,0.25,0.4,0.72,0.88
+Retail Worker,37804,10,Bachelor's,0.45,0.85,0.91,High,0.76,0.32,0.1,0.07,0.09,0.58,0.05,0.34,0.75,0.29
+Security Guard,40349,7,High School,0.75,0.75,0.88,High,0.75,0.4,0.21,0.52,0.92,0.64,0.17,0.68,0.43,0.59
+Data Scientist,136203,9,PhD,0.51,1.31,0.59,Medium,0.62,0.15,0.84,0.94,0.14,0.49,0.26,0.75,0.72,0.14
+Mechanic,86317,10,Bachelor's,0.18,1.3,0.48,Medium,0.33,0.16,0.17,0.66,0.55,0.12,0.11,0.07,0.74,0.71
+Nurse,117385,11,High School,0.56,0.58,0.28,Low,0.91,0.7,0.93,0.81,0.83,0.57,0.31,0.22,0.33,0.63
+Lawyer,109841,8,PhD,0.26,0.97,0.39,Medium,0.59,0.92,0.75,0.67,0.58,0.49,0.19,0.89,0.25,0.09
+Nurse,95197,6,High School,0.18,0.87,0.06,Low,0.14,0.17,0.05,0.66,0.84,0.37,0.87,0.21,0.33,0.15
+HR Specialist,93410,4,Master's,0.42,1.11,0.6,Medium,0.55,0.63,0.94,0.3,0.36,0.72,0.61,0.18,0.38,0.47
+Chef,104225,17,High School,0.18,1.42,0.6,Medium,0.48,0.68,0.9,0.14,0.25,0.54,0.8,0.04,0.98,0.45
+AI Engineer,67499,1,Master's,0.29,0.67,0.25,Low,0.96,0.41,0.95,0.82,0.48,0.67,0.43,0.56,0.06,0.7
+Mechanic,130537,23,Bachelor's,0.16,1.09,0.66,Medium,0.11,0.47,0.75,0.61,0.1,0.4,0.51,1.0,0.18,0.98
+Retail Worker,118627,16,High School,0.2,0.91,0.85,High,0.21,0.29,0.85,1.0,0.32,0.15,0.79,0.6,0.1,0.95
+Software Engineer,99074,21,Master's,0.63,0.92,0.52,Medium,0.21,0.69,0.96,0.46,0.52,0.24,0.89,0.97,0.79,0.54
+HR Specialist,71716,0,Bachelor's,0.15,0.98,0.52,Medium,0.49,0.8,0.67,0.13,0.35,0.34,0.57,0.29,0.12,0.65
+Teacher,132033,21,PhD,0.93,1.47,0.25,Low,0.14,0.85,0.4,0.73,0.53,0.83,0.43,0.06,0.56,0.17
+Doctor,40715,11,Master's,0.53,1.05,0.28,Low,0.62,0.3,0.3,0.5,0.87,0.79,0.96,0.07,0.27,0.08
+Research Scientist,77553,23,PhD,0.14,0.6,0.19,Low,0.41,0.72,0.49,0.43,0.43,0.87,0.4,0.33,0.34,0.2
+Financial Analyst,36861,14,Master's,0.15,1.41,0.41,Medium,0.9,0.79,0.58,0.67,0.33,0.57,0.29,0.4,0.76,0.24
+Software Engineer,70154,27,PhD,0.38,1.03,0.68,Medium,0.68,0.65,0.71,0.92,0.25,0.61,0.4,0.01,0.13,0.32
+Construction Worker,93576,13,High School,0.82,1.03,0.78,High,0.66,0.72,0.56,0.06,0.17,0.29,0.28,0.67,0.02,0.76
+Teacher,127294,11,PhD,0.31,1.03,0.1,Low,0.88,0.09,0.44,0.85,0.62,0.29,0.42,0.71,0.97,0.89
+Lawyer,139875,5,Bachelor's,1.0,0.5,0.31,Medium,0.82,0.2,0.06,0.24,0.43,0.73,0.62,0.24,0.5,0.93
+Security Guard,52925,15,High School,0.32,1.48,0.88,High,0.06,0.04,0.17,0.73,0.18,0.51,0.09,0.92,0.34,0.91
+Teacher,119779,1,Bachelor's,0.01,0.96,0.06,Low,0.91,0.52,0.07,0.11,0.38,0.94,0.69,0.87,0.37,0.04
+Teacher,87702,15,PhD,0.02,1.45,0.14,Low,0.01,0.69,0.98,0.97,0.16,0.18,0.57,0.64,0.74,0.18
+Data Scientist,127556,8,High School,0.64,1.35,0.52,Medium,0.41,0.98,0.58,0.87,0.95,0.68,0.55,0.0,0.04,0.2
+Research Scientist,46289,22,Master's,0.25,0.8,0.14,Low,0.42,0.1,0.04,0.67,0.54,0.44,0.63,0.83,0.43,0.64
+Retail Worker,115823,29,Master's,0.84,0.93,0.86,High,0.18,0.56,0.98,0.52,0.93,0.41,1.0,0.58,0.04,0.59
+Construction Worker,55966,27,PhD,0.03,1.32,0.77,High,0.8,0.29,0.19,0.97,0.36,0.6,0.61,0.56,0.91,0.67
+HR Specialist,98560,23,Bachelor's,0.86,0.68,0.52,Medium,0.95,0.63,0.82,0.65,0.84,0.94,0.27,0.17,0.48,0.7
+Construction Worker,109023,28,Bachelor's,0.0,0.84,0.94,High,0.69,0.4,0.19,0.36,0.17,0.11,0.91,1.0,0.16,0.05
+Mechanic,112455,28,PhD,0.46,0.7,0.42,Medium,0.2,0.77,0.71,0.63,0.39,0.91,0.97,0.17,0.22,0.53
+Security Guard,42930,13,Bachelor's,0.44,1.08,0.83,High,0.33,0.54,0.96,0.21,0.65,0.04,0.07,0.55,0.1,0.02
+Lawyer,48065,14,PhD,0.56,1.2,0.38,Medium,0.67,0.18,0.61,0.41,0.65,1.0,0.94,0.0,0.89,0.07
+Mechanic,86422,12,Bachelor's,0.28,0.88,0.34,Medium,0.11,0.73,0.94,0.61,0.72,0.76,0.26,0.05,0.0,0.35
+Teacher,69305,21,PhD,0.06,0.68,0.08,Low,0.91,0.14,0.54,0.59,0.54,0.1,0.32,0.05,0.4,0.19
+Customer Support,105355,9,High School,0.69,1.03,0.81,High,0.39,0.84,0.22,0.73,0.76,0.42,0.3,0.47,0.09,0.05
+Security Guard,31776,7,Bachelor's,0.19,1.0,0.91,High,0.24,0.94,0.95,0.96,0.84,0.36,0.07,0.57,0.56,0.85
+Chef,113187,14,Bachelor's,0.51,0.85,0.37,Medium,0.0,0.51,0.56,0.82,0.5,0.92,0.63,0.84,0.15,0.86
+Security Guard,44937,26,Bachelor's,0.17,0.69,0.93,High,0.03,0.46,0.31,0.67,0.84,0.36,0.43,0.98,0.78,0.9
+Retail Worker,77259,23,Master's,0.23,0.91,0.88,High,0.11,0.27,0.05,0.43,0.83,0.02,0.68,0.93,0.24,0.69
+Software Engineer,48225,11,High School,0.96,0.73,0.34,Medium,0.15,0.7,0.73,0.67,0.34,0.17,0.58,0.48,0.73,0.44
+Nurse,101519,10,High School,0.29,0.71,0.12,Low,0.09,0.35,0.04,0.19,0.75,0.33,0.67,0.72,0.58,0.96
+Graphic Designer,100994,10,Master's,0.74,1.46,0.64,Medium,0.17,0.33,0.17,0.6,0.71,0.32,0.54,0.69,0.42,0.85
+Customer Support,49450,20,PhD,0.06,1.12,0.76,High,0.56,0.96,0.88,0.4,0.29,0.23,0.53,0.11,0.55,0.0
+Graphic Designer,148585,8,Bachelor's,0.22,1.47,0.59,Medium,0.35,0.09,0.52,0.21,0.54,0.84,0.62,0.63,0.54,0.93
+Customer Support,106970,29,PhD,0.51,0.81,0.81,High,0.19,0.64,0.5,0.1,0.2,0.48,0.89,0.57,0.68,0.34
+Customer Support,31112,25,High School,0.45,1.16,0.71,High,0.49,0.3,0.33,0.96,0.18,0.31,0.51,0.86,0.42,0.74
+Research Scientist,117351,15,Master's,0.31,0.89,0.14,Low,0.83,0.04,0.31,0.68,0.57,0.44,0.54,0.2,0.43,0.5
+AI Engineer,51661,1,Bachelor's,0.26,1.37,0.21,Low,0.02,0.72,0.04,1.0,0.87,0.3,0.26,0.38,0.36,0.37
+Graphic Designer,67443,12,PhD,0.65,1.24,0.3,Low,0.63,0.59,0.54,0.79,0.56,0.86,0.23,0.81,0.18,0.81
+UX Researcher,44234,4,Bachelor's,0.34,1.03,0.56,Medium,0.08,0.49,0.36,0.87,0.88,0.7,0.66,0.73,0.37,0.4
+Software Engineer,134383,0,High School,0.94,1.22,0.52,Medium,0.77,0.37,0.73,0.41,0.28,0.61,0.69,0.46,0.57,0.69
+Security Guard,72320,6,High School,0.9,0.85,0.94,High,0.64,0.79,0.7,0.21,0.07,0.73,0.51,0.7,0.48,0.31
+Customer Support,91196,11,Bachelor's,0.73,0.78,0.88,High,0.38,0.77,0.14,0.2,0.69,0.56,0.2,0.9,0.28,0.42
+Security Guard,104861,0,Bachelor's,0.39,0.99,0.77,High,0.77,0.39,0.73,0.21,0.38,0.01,0.76,0.63,0.82,0.46
+HR Specialist,148169,20,PhD,0.65,0.5,0.4,Medium,0.49,0.62,0.07,0.71,0.54,0.53,0.29,0.59,0.03,0.06
+Chef,89630,13,High School,0.32,0.85,0.38,Medium,0.45,0.05,0.3,0.53,0.47,1.0,0.39,0.39,0.5,0.19
+Mechanic,127435,3,PhD,0.57,0.69,0.62,Medium,0.03,0.98,0.87,0.58,0.11,0.22,0.28,0.24,0.5,0.94
+Mechanic,114845,4,Bachelor's,0.66,1.19,0.65,Medium,0.03,0.4,0.78,0.81,0.93,0.7,0.25,0.51,0.03,0.65
+HR Specialist,49053,28,Bachelor's,0.67,1.43,0.57,Medium,0.32,0.2,0.85,0.19,0.16,0.21,0.51,0.12,0.94,0.97
+Nurse,100683,3,Master's,0.41,0.74,0.08,Low,0.86,0.56,0.86,0.83,0.28,0.55,0.08,0.92,0.4,0.39
+Construction Worker,120153,20,Bachelor's,0.46,0.75,0.79,High,0.8,0.83,0.3,0.47,0.87,0.05,0.89,0.22,0.68,0.58
+Marketing Manager,129926,0,High School,0.86,0.6,0.44,Medium,0.54,0.81,0.22,0.8,0.4,0.19,0.76,0.09,0.51,0.06
+Retail Worker,43140,13,PhD,0.6,1.06,0.8,High,0.43,0.23,0.46,0.95,0.85,0.15,0.03,0.93,0.53,0.54
+Data Scientist,104362,11,PhD,0.31,0.98,0.69,Medium,0.67,0.15,0.13,0.2,0.77,0.3,0.02,0.94,0.17,0.01
+Financial Analyst,73030,5,PhD,0.24,0.92,0.67,Medium,0.88,0.46,0.41,0.56,0.24,0.05,0.94,0.19,0.2,0.47
+Nurse,54400,18,PhD,0.02,0.65,0.14,Low,0.68,0.23,0.42,0.56,0.89,0.33,0.13,0.49,0.75,0.11
+Nurse,33760,20,PhD,0.02,0.53,0.17,Low,0.3,0.85,0.6,0.45,0.41,0.5,0.04,0.89,1.0,0.18
+Retail Worker,122930,21,Bachelor's,0.14,1.16,0.87,High,0.85,0.75,0.45,0.61,0.69,0.51,0.48,0.65,0.56,0.64
+HR Specialist,33323,29,Bachelor's,0.72,1.14,0.51,Medium,0.68,0.45,0.24,0.0,0.56,0.59,0.97,0.36,0.39,0.2
+Lawyer,65098,10,PhD,0.22,0.68,0.31,Medium,0.21,0.52,0.54,0.25,0.07,0.74,0.76,1.0,0.9,0.93
+Chef,101153,11,PhD,0.62,0.63,0.55,Medium,0.06,0.89,0.48,0.7,0.05,0.53,0.3,0.28,0.39,0.0
+Security Guard,101279,14,Bachelor's,0.49,1.36,0.81,High,0.36,0.99,0.57,0.47,0.5,0.81,0.34,0.39,0.76,0.07
+Data Scientist,143115,0,Bachelor's,0.43,1.08,0.6,Medium,0.27,0.89,0.98,0.49,0.94,0.0,0.89,0.31,0.31,0.23
+Graphic Designer,149487,7,Bachelor's,0.21,1.41,0.66,Medium,0.1,0.14,0.86,0.4,0.17,0.51,0.42,0.22,0.72,0.63
+Software Engineer,123304,23,Master's,0.93,1.06,0.4,Medium,0.21,0.14,0.42,0.14,0.42,0.15,0.66,0.79,0.55,0.68
+Marketing Manager,134134,6,Master's,0.32,1.49,0.57,Medium,0.73,0.21,0.08,0.28,0.25,0.23,0.19,0.57,0.33,0.82
+Graphic Designer,107199,25,Bachelor's,0.46,0.51,0.49,Medium,0.06,0.98,0.79,0.49,0.09,0.59,0.76,0.19,0.57,0.81
+Teacher,132658,11,High School,0.24,0.76,0.13,Low,0.11,0.7,0.21,0.93,0.22,0.26,0.3,0.77,0.43,0.82
+Data Scientist,41352,4,PhD,0.93,1.26,0.32,Medium,0.84,0.94,0.99,0.13,0.61,0.2,0.26,0.75,0.98,0.59
+UX Researcher,43679,21,High School,0.04,1.1,0.46,Medium,0.89,0.3,0.43,0.53,0.27,0.91,0.46,0.42,0.85,0.31
+Doctor,122345,27,PhD,0.12,0.68,0.29,Low,0.84,0.39,0.64,0.94,0.21,0.06,0.54,0.14,0.19,0.89
+HR Specialist,108179,29,High School,0.82,1.02,0.52,Medium,0.67,0.43,0.12,0.1,0.75,0.22,0.03,0.98,0.98,0.38
+Construction Worker,77878,18,PhD,0.73,1.33,0.73,High,0.14,0.82,0.92,0.79,0.2,0.41,0.6,0.16,0.21,0.28
+Construction Worker,125777,29,PhD,0.51,1.31,0.89,High,0.91,0.83,0.25,0.33,0.5,0.01,0.9,0.04,0.32,0.57
+Data Scientist,112124,0,High School,0.65,1.03,0.39,Medium,0.2,0.91,0.26,0.28,0.41,0.14,0.51,0.67,0.79,0.71
+Mechanic,126367,11,PhD,0.46,0.54,0.31,Medium,0.44,0.25,0.68,0.72,0.9,0.76,0.05,0.37,0.27,0.39
+Truck Driver,77080,11,Bachelor's,0.1,1.02,0.88,High,0.7,0.45,0.52,0.52,0.69,0.05,0.71,0.58,0.2,0.05
+Chef,61280,2,High School,0.52,1.26,0.43,Medium,0.38,0.93,0.21,0.1,0.34,0.75,0.63,0.42,0.96,0.73
+Marketing Manager,39835,27,Master's,0.74,0.52,0.56,Medium,0.21,0.7,0.31,0.87,0.34,0.62,0.29,0.92,0.78,0.24
+Graphic Designer,52369,10,High School,0.36,1.15,0.6,Medium,0.02,0.96,0.34,0.19,0.85,0.7,0.09,0.12,0.72,0.07
+HR Specialist,30637,8,High School,0.74,0.84,0.45,Medium,0.51,0.36,0.78,0.97,0.58,0.45,0.22,0.65,0.69,0.69
+Security Guard,62209,27,Master's,0.9,0.84,0.89,High,0.76,0.65,0.39,0.61,0.04,0.76,0.1,0.4,0.1,0.84
+Doctor,70478,1,Master's,0.69,1.18,0.26,Low,0.13,0.66,0.58,0.03,0.2,0.27,0.07,0.35,0.03,0.55
+Nurse,90760,9,Master's,0.29,1.41,0.18,Low,0.27,0.6,0.2,0.07,0.02,0.95,0.72,0.8,0.98,0.93
+Truck Driver,52505,0,Master's,0.69,0.84,0.73,High,0.57,0.58,0.95,0.44,0.69,0.57,0.18,0.59,0.54,0.49
+Financial Analyst,140441,22,High School,0.16,0.96,0.54,Medium,0.49,0.49,0.08,0.19,0.32,0.42,0.59,0.86,0.16,0.02
+Research Scientist,108944,24,PhD,0.43,1.05,0.26,Low,0.8,0.1,0.93,0.11,0.63,0.67,0.68,0.27,0.33,0.55
+Security Guard,40886,21,Master's,0.85,0.99,0.91,High,0.41,0.98,0.77,0.97,0.51,0.47,0.76,0.88,0.96,0.32
+Customer Support,85744,21,High School,0.53,0.78,0.92,High,0.61,0.0,0.81,0.33,0.32,0.38,0.63,0.44,0.63,0.15
+Retail Worker,75778,29,Master's,0.73,0.75,0.88,High,0.58,0.11,0.18,0.04,0.81,0.55,0.32,0.13,0.48,0.53
+HR Specialist,88764,7,High School,0.69,1.4,0.58,Medium,0.74,0.29,0.3,0.78,0.3,0.56,0.25,0.82,0.11,0.83
+Financial Analyst,62795,20,Bachelor's,0.19,1.04,0.41,Medium,0.32,0.35,0.06,0.99,0.03,0.66,0.37,0.65,0.36,0.67
+Marketing Manager,107223,6,Bachelor's,0.69,0.61,0.56,Medium,0.28,0.03,0.41,0.43,0.47,0.7,0.31,0.32,0.06,0.69
+Security Guard,98835,2,High School,0.35,1.21,0.83,High,0.47,0.51,0.64,0.66,0.29,0.14,0.16,0.64,0.87,0.41
+AI Engineer,139640,22,Bachelor's,0.76,1.33,0.27,Low,0.61,0.86,0.02,0.11,0.09,0.71,0.07,0.5,0.47,0.31
+Construction Worker,87225,4,PhD,0.17,0.85,0.89,High,0.03,0.67,0.82,0.93,0.88,0.32,0.59,0.08,0.26,0.09
+Retail Worker,37466,7,PhD,0.88,0.85,0.84,High,0.43,0.46,0.97,0.3,0.63,0.42,0.06,0.49,0.81,0.1
+Data Scientist,80530,11,PhD,0.15,1.26,0.59,Medium,0.57,0.47,0.89,0.77,0.81,0.81,0.64,0.46,0.86,0.93
+Chef,40040,29,High School,0.05,1.46,0.41,Medium,0.87,0.39,0.12,0.08,0.16,0.25,0.49,0.7,0.99,0.44
+Marketing Manager,145874,13,PhD,0.52,1.04,0.51,Medium,0.01,0.0,0.1,0.1,0.7,0.2,0.89,0.93,0.98,0.94
+Graphic Designer,60985,26,High School,0.51,0.68,0.62,Medium,0.89,0.85,0.43,0.76,0.1,0.04,0.75,0.43,1.0,0.1
+Truck Driver,57262,25,High School,0.48,1.33,0.9,High,0.92,0.3,0.95,0.15,0.08,0.43,0.83,0.47,0.83,0.73
+AI Engineer,102022,26,High School,0.95,0.56,0.27,Low,0.3,0.5,0.42,0.17,0.36,0.19,0.2,0.19,0.49,0.8
+Nurse,31320,16,Master's,0.89,1.14,0.22,Low,0.67,0.45,0.69,0.07,0.86,0.78,0.25,0.77,0.01,0.22
+Security Guard,84681,0,Master's,0.78,1.26,0.9,High,0.0,0.5,0.7,0.16,0.65,0.08,0.18,0.48,0.65,0.15
+Research Scientist,82167,21,PhD,0.2,0.74,0.11,Low,0.4,0.65,0.44,0.78,0.72,0.13,0.05,0.88,0.08,0.15
+Software Engineer,64477,20,Bachelor's,0.63,1.08,0.69,Medium,0.89,0.41,0.37,0.3,0.15,0.14,0.13,0.11,0.24,0.31
+UX Researcher,32565,13,High School,0.58,1.49,0.45,Medium,0.46,0.32,0.18,0.14,0.95,0.99,0.04,0.15,0.42,0.19
+Security Guard,112915,15,High School,0.13,0.96,0.77,High,0.35,0.09,0.43,0.98,0.33,0.88,0.84,0.95,0.79,0.66
+Security Guard,103251,9,PhD,0.08,0.96,0.95,High,0.77,0.96,0.78,0.87,0.71,0.76,0.52,0.92,0.83,0.84
+Graphic Designer,51258,26,PhD,0.3,0.54,0.67,Medium,0.59,0.3,0.15,0.83,0.84,0.81,0.65,0.37,0.3,0.01
+Construction Worker,115535,15,Bachelor's,0.09,1.13,0.83,High,0.53,0.93,0.03,0.77,0.05,0.04,0.43,0.06,0.79,0.53
+Graphic Designer,101156,10,Master's,0.04,1.11,0.62,Medium,0.44,0.55,0.8,0.61,0.22,0.61,0.63,0.73,0.62,0.97
+Customer Support,127417,6,PhD,0.95,1.04,0.87,High,0.1,0.38,0.77,0.71,0.04,0.55,0.09,1.0,0.9,0.02
+Graphic Designer,60066,13,PhD,0.92,0.85,0.59,Medium,0.44,0.66,0.34,0.32,0.42,0.15,0.83,0.35,0.4,0.89
+Doctor,78359,23,Bachelor's,0.54,1.46,0.27,Low,0.17,0.47,0.97,0.37,0.37,0.2,0.11,0.74,0.77,0.97
+Graphic Designer,78225,8,Bachelor's,0.24,0.54,0.69,Medium,0.34,0.31,0.91,0.59,0.21,0.89,0.99,0.09,0.86,0.39
+Marketing Manager,135633,12,Bachelor's,0.91,1.47,0.4,Medium,0.21,0.08,0.56,0.01,0.41,0.07,0.41,0.04,0.84,0.21
+Software Engineer,32599,20,High School,0.87,1.25,0.39,Medium,0.07,0.72,0.39,0.77,0.45,0.35,0.45,0.75,0.9,0.05
+Software Engineer,41394,24,Bachelor's,0.69,1.41,0.68,Medium,0.03,0.99,0.32,0.84,0.18,0.06,0.38,0.86,0.22,0.15
+Customer Support,91351,4,Bachelor's,0.94,0.51,0.88,High,0.31,0.37,0.47,0.43,0.51,0.58,0.47,0.7,0.72,0.44
+Marketing Manager,60480,15,PhD,0.64,1.27,0.56,Medium,0.59,0.23,0.65,0.33,0.92,0.65,0.28,0.47,0.85,0.34
+Truck Driver,113442,4,Bachelor's,0.68,1.25,0.74,High,0.57,0.91,0.97,0.66,0.98,0.57,0.44,0.55,0.12,0.4
+Financial Analyst,32199,20,PhD,0.85,1.26,0.54,Medium,0.35,0.19,0.35,0.68,0.26,0.43,0.39,0.77,0.88,0.7
+Doctor,111646,27,High School,0.43,0.64,0.09,Low,0.16,0.13,0.18,0.2,0.11,0.64,0.99,0.88,0.05,0.42
+Lawyer,146536,28,High School,0.13,1.35,0.54,Medium,0.93,0.88,0.68,0.66,0.21,0.12,0.42,0.19,0.1,0.3
+Retail Worker,100072,15,Master's,0.02,0.79,0.81,High,0.51,0.18,0.96,0.58,0.52,0.01,0.49,0.84,0.22,0.35
+UX Researcher,41246,26,High School,0.98,0.57,0.66,Medium,0.31,0.59,0.68,0.14,0.44,0.33,0.06,0.83,0.05,0.65
+Security Guard,120088,5,PhD,0.78,0.69,0.87,High,0.6,0.18,0.27,0.41,0.7,0.64,0.53,0.77,0.76,0.62
+Nurse,41913,21,Master's,0.33,1.38,0.2,Low,0.82,0.55,0.22,0.54,0.37,0.7,0.48,0.84,0.68,0.68
+Lawyer,127771,14,PhD,0.98,1.34,0.62,Medium,0.33,0.54,0.14,0.54,0.15,0.55,0.65,0.39,0.5,0.88
+Teacher,82035,28,PhD,0.79,0.67,0.06,Low,0.19,0.77,0.41,0.87,0.52,0.02,0.72,0.11,0.79,0.17
+Nurse,106970,21,Master's,0.76,1.45,0.14,Low,0.83,0.19,0.81,0.66,0.19,0.3,0.13,0.38,0.2,0.64
+Financial Analyst,75643,9,PhD,0.58,0.87,0.44,Medium,0.67,0.39,0.26,0.4,0.81,0.97,0.64,0.78,0.53,0.62
+Doctor,111751,13,PhD,0.44,0.57,0.29,Low,0.79,0.4,0.98,0.35,0.37,0.61,0.27,0.7,0.15,0.11
+Software Engineer,145650,29,Bachelor's,0.56,0.61,0.69,Medium,0.57,0.15,0.31,0.8,0.52,0.19,0.1,0.43,0.34,0.66
+Construction Worker,94649,9,Bachelor's,0.25,1.36,0.93,High,0.9,0.95,0.84,0.59,0.41,0.49,0.87,0.3,0.16,0.14
+Research Scientist,95615,25,Bachelor's,0.72,0.53,0.19,Low,0.88,0.02,0.41,0.93,0.35,0.46,0.98,0.2,0.07,0.86
+Truck Driver,144317,8,PhD,0.47,1.01,0.91,High,0.74,0.27,0.02,0.48,0.86,0.9,0.96,0.88,0.58,0.44
+Marketing Manager,66640,11,Bachelor's,0.74,1.04,0.33,Medium,0.93,0.46,0.36,0.63,0.67,0.21,0.84,0.29,0.19,0.41
+Security Guard,47528,4,Master's,0.81,1.44,0.74,High,0.07,0.56,0.29,0.83,0.67,0.97,0.25,0.49,0.5,0.24
+Doctor,53655,12,PhD,0.44,0.95,0.14,Low,0.02,0.52,0.34,0.0,0.31,0.28,0.39,0.13,0.51,0.69
+Data Scientist,102264,4,PhD,0.93,0.95,0.57,Medium,0.27,0.41,0.71,0.51,0.93,0.74,0.56,0.89,0.67,0.65
+Research Scientist,42550,15,High School,0.39,1.18,0.27,Low,0.32,0.22,0.59,0.07,0.71,0.7,0.35,0.89,0.5,0.65
+UX Researcher,91284,13,High School,0.42,1.36,0.39,Medium,0.39,0.32,0.15,0.29,0.23,0.92,0.74,0.32,0.76,0.02
+Data Scientist,51200,20,High School,0.25,0.61,0.65,Medium,0.2,0.82,0.41,0.01,0.73,0.6,0.34,0.28,0.07,0.94
+Nurse,147529,14,Bachelor's,0.09,1.37,0.12,Low,0.2,0.28,0.56,0.07,0.48,0.9,0.19,0.33,0.4,0.59
+Doctor,46151,5,Bachelor's,0.39,0.57,0.14,Low,0.19,0.65,0.03,0.29,0.55,0.28,0.55,0.11,0.94,0.29
+Chef,146849,28,Bachelor's,0.33,1.28,0.4,Medium,0.67,0.32,0.51,0.67,0.59,0.58,0.07,0.25,0.57,0.02
+HR Specialist,44537,21,Master's,0.23,0.75,0.51,Medium,0.58,0.91,0.39,0.93,0.65,0.91,0.83,0.69,0.36,0.24
+Retail Worker,72294,14,Bachelor's,0.95,1.46,0.88,High,0.88,0.92,0.51,0.63,0.42,0.42,0.04,0.43,0.67,0.42
+Retail Worker,45749,23,High School,0.33,0.63,0.9,High,0.67,0.24,0.54,0.4,0.94,0.61,0.16,0.5,0.86,0.67
+UX Researcher,91561,20,High School,0.25,1.39,0.6,Medium,0.73,0.35,0.89,0.64,0.85,0.36,0.15,0.33,0.46,0.53
+Financial Analyst,55757,10,Bachelor's,0.55,1.34,0.37,Medium,0.32,0.89,0.56,0.58,0.48,0.55,0.2,0.55,1.0,0.57
+Financial Analyst,32251,9,Bachelor's,0.68,0.75,0.5,Medium,0.75,0.56,0.08,0.19,0.22,0.26,0.57,0.5,0.2,0.07
+Teacher,94274,3,High School,0.98,0.97,0.27,Low,0.85,0.51,0.71,0.19,0.69,0.27,0.83,0.08,0.77,0.1
+Financial Analyst,136023,0,Bachelor's,0.3,1.15,0.5,Medium,0.37,0.65,0.95,0.04,0.92,0.61,0.81,0.38,0.47,0.87
+Graphic Designer,126746,18,High School,0.53,0.52,0.36,Medium,0.64,0.72,0.58,0.14,0.45,0.36,0.5,0.87,0.78,0.08
+Graphic Designer,115421,2,High School,0.47,1.24,0.36,Medium,0.67,0.24,0.44,0.02,0.15,0.09,0.24,0.1,0.69,0.03
+Retail Worker,45817,8,High School,0.14,1.45,0.93,High,0.23,0.61,0.03,0.93,0.52,0.04,0.34,0.08,0.39,0.67
+Doctor,76205,7,High School,0.38,0.62,0.11,Low,0.1,0.81,0.14,0.6,0.34,0.23,0.64,0.46,0.4,0.59
+Lawyer,142398,26,Master's,0.3,1.06,0.57,Medium,0.03,0.47,0.06,0.19,0.56,0.87,0.88,0.07,0.42,0.58
+Software Engineer,54453,10,High School,0.77,1.24,0.66,Medium,0.01,0.22,0.83,0.67,0.89,0.06,0.6,0.57,0.04,0.51
+UX Researcher,129821,29,Master's,0.19,0.77,0.56,Medium,0.47,0.86,0.34,0.27,0.98,0.91,0.03,0.77,0.11,0.03
+Research Scientist,89615,10,Bachelor's,0.27,1.32,0.23,Low,0.98,0.71,0.42,0.7,1.0,0.71,0.76,0.94,0.11,0.7
+Construction Worker,57470,9,PhD,0.95,0.71,0.83,High,0.68,0.25,0.6,0.26,0.33,0.44,0.53,0.45,0.49,0.3
+Chef,102082,12,High School,0.38,1.37,0.45,Medium,0.35,1.0,0.48,0.81,0.8,0.93,0.08,0.27,0.77,0.56
+Financial Analyst,90639,23,Bachelor's,0.17,0.78,0.51,Medium,0.28,0.21,0.09,0.16,0.77,0.72,0.05,0.2,0.56,0.32
+Customer Support,61854,28,High School,0.78,1.39,0.84,High,0.35,0.61,0.09,0.01,0.02,0.41,0.23,0.16,0.62,1.0
+Marketing Manager,110882,2,Master's,0.55,0.62,0.67,Medium,0.29,0.88,0.28,0.81,0.21,0.29,0.19,0.26,0.83,0.64
+AI Engineer,143352,14,Bachelor's,0.97,0.96,0.29,Low,0.2,0.9,0.01,0.55,0.42,0.53,0.55,0.39,1.0,0.98
+Mechanic,91922,9,PhD,0.98,1.29,0.7,Medium,0.89,0.42,0.78,0.91,0.71,0.42,0.07,0.81,0.95,0.36
+Security Guard,116195,15,High School,0.33,1.08,0.78,High,0.61,0.97,0.67,0.36,0.94,0.57,0.13,0.5,0.65,0.84
+Chef,91775,24,High School,0.3,0.68,0.55,Medium,0.23,0.08,0.0,0.61,0.36,0.75,0.38,0.49,0.41,0.65
+Construction Worker,86776,9,PhD,0.3,1.12,0.79,High,0.39,0.54,0.09,0.74,0.4,0.48,0.97,0.34,0.65,0.39
+Mechanic,142192,18,High School,0.85,0.74,0.58,Medium,0.07,0.96,0.35,0.83,0.32,0.63,0.98,0.88,0.16,0.55
+Teacher,120351,1,Bachelor's,0.43,0.84,0.13,Low,0.54,0.19,0.54,0.28,0.29,0.74,0.03,0.38,0.41,0.49
+Customer Support,50080,3,Master's,0.37,0.71,0.92,High,0.98,0.02,0.55,0.34,0.28,0.34,0.64,0.19,0.91,0.47
+Truck Driver,95729,5,PhD,0.77,0.52,0.81,High,0.36,0.34,0.34,0.03,0.15,0.14,0.99,0.02,0.17,0.97
+Customer Support,123330,1,Bachelor's,0.45,0.58,0.87,High,0.14,0.67,0.98,0.53,0.21,0.63,0.51,0.53,0.48,0.67
+Teacher,96302,29,Master's,0.99,1.33,0.12,Low,0.73,0.21,0.78,0.15,0.47,0.79,0.28,0.84,0.64,0.4
+HR Specialist,97986,4,High School,0.93,0.72,0.58,Medium,0.71,0.92,0.71,0.58,0.9,0.83,0.72,0.03,0.37,0.63
+Mechanic,43776,23,Bachelor's,0.32,0.64,0.52,Medium,0.29,0.23,0.4,0.79,0.49,0.22,0.12,0.5,0.79,0.65
+UX Researcher,37163,0,Bachelor's,0.44,1.36,0.37,Medium,0.53,0.36,0.12,0.05,0.56,0.02,0.1,0.35,0.04,0.4
+Chef,135001,17,PhD,0.35,1.29,0.55,Medium,0.45,0.09,0.62,0.16,0.08,0.66,0.91,0.46,0.04,0.88
+Security Guard,108156,8,High School,0.87,0.89,0.79,High,0.54,0.96,0.9,0.47,0.7,0.58,0.69,0.83,0.03,0.33
+Research Scientist,68842,28,Master's,0.95,0.51,0.1,Low,0.99,0.49,0.57,0.17,0.89,0.23,0.19,0.23,0.92,0.7
+Construction Worker,78039,0,High School,0.38,1.41,0.9,High,0.75,0.97,0.37,0.61,0.91,0.79,0.56,0.08,0.65,0.53
+Marketing Manager,59552,1,PhD,0.88,0.84,0.45,Medium,0.67,0.49,0.09,0.39,0.09,0.19,0.01,0.18,0.33,0.54
+UX Researcher,144759,18,Bachelor's,0.54,1.21,0.44,Medium,0.75,0.62,0.46,0.19,0.3,0.62,0.43,0.89,0.23,0.07
+Construction Worker,131442,13,Bachelor's,0.89,0.86,0.86,High,0.23,0.56,0.79,0.87,0.11,0.36,0.64,0.03,0.69,0.53
+Graphic Designer,126969,24,Bachelor's,0.81,0.79,0.7,Medium,0.82,0.71,0.06,0.9,0.79,0.23,0.39,0.27,0.98,0.85
+Teacher,111606,11,Bachelor's,0.79,0.96,0.1,Low,0.21,0.15,0.55,0.92,0.99,0.29,0.7,0.6,0.49,0.67
+Teacher,137904,28,PhD,0.94,1.21,0.24,Low,0.24,0.17,0.39,0.77,0.94,0.43,0.77,0.47,0.3,0.74
+Research Scientist,93878,11,Master's,0.2,0.81,0.17,Low,0.19,0.93,0.59,0.12,0.18,0.95,0.74,0.73,0.07,0.9
+Doctor,71986,2,PhD,0.66,1.46,0.08,Low,0.48,0.05,0.5,0.25,0.91,0.4,0.63,0.86,0.98,0.5
+Retail Worker,65169,23,Bachelor's,0.08,0.51,0.85,High,0.07,0.38,0.0,0.62,0.43,0.13,0.3,0.57,0.66,0.46
+AI Engineer,47330,9,PhD,0.11,0.58,0.06,Low,0.54,0.71,0.13,0.64,0.48,0.99,0.72,0.66,0.57,1.0
+Marketing Manager,119937,16,PhD,0.54,0.96,0.48,Medium,0.43,0.53,0.27,0.93,0.49,0.84,0.48,0.72,0.34,0.62
+Mechanic,113301,23,PhD,0.37,1.38,0.35,Medium,0.49,0.19,0.86,0.25,0.63,0.17,0.4,0.9,0.17,0.66
+Research Scientist,81899,17,Master's,0.42,1.04,0.19,Low,0.6,0.64,0.27,0.4,0.04,0.77,0.84,0.2,0.2,0.04
+Construction Worker,100390,3,Master's,0.81,0.86,0.82,High,0.29,0.6,0.72,0.45,0.87,0.52,0.14,0.62,0.46,0.94
+Graphic Designer,106019,26,Master's,0.4,1.15,0.51,Medium,0.37,0.99,0.3,0.28,0.86,0.0,0.2,0.59,0.16,0.99
+Mechanic,129878,15,Bachelor's,0.6,0.66,0.42,Medium,0.61,0.55,0.78,0.27,0.65,0.29,0.59,0.61,0.12,0.55
+UX Researcher,55463,8,High School,0.5,1.2,0.33,Medium,0.94,0.46,0.94,0.11,0.95,0.11,0.46,0.94,0.23,0.03
+UX Researcher,115275,13,PhD,0.6,1.01,0.31,Medium,0.65,0.17,0.93,0.69,0.71,0.23,0.88,0.54,0.86,0.27
+Retail Worker,81408,2,High School,0.39,0.72,0.89,High,0.78,0.92,0.38,0.51,0.36,0.26,0.75,0.34,0.43,0.4
+Truck Driver,93305,29,High School,0.92,1.17,0.82,High,0.78,0.64,0.06,0.1,0.04,0.46,0.83,0.31,0.38,0.91
+Financial Analyst,115442,3,Bachelor's,0.67,0.77,0.35,Medium,0.02,0.11,0.29,0.55,0.06,0.14,0.18,0.63,0.62,0.55
+Customer Support,86467,21,Master's,0.37,0.6,0.76,High,0.9,0.98,0.65,0.92,0.64,0.03,1.0,0.1,0.68,0.25
+Construction Worker,87304,26,Master's,0.65,0.94,0.76,High,0.33,0.34,0.96,0.8,0.46,0.2,0.81,0.16,0.21,0.37
+Teacher,62734,29,PhD,0.13,0.62,0.17,Low,0.28,0.57,0.45,0.43,0.11,0.14,0.82,0.89,0.23,0.11
+Teacher,76865,12,Master's,0.61,1.22,0.14,Low,0.68,0.71,0.94,0.06,0.19,0.07,0.87,0.79,0.57,0.08
+Lawyer,147882,3,Bachelor's,0.3,1.06,0.4,Medium,0.07,0.73,0.3,0.45,0.13,0.8,0.57,0.9,0.5,0.94
+AI Engineer,126666,18,High School,0.58,1.43,0.13,Low,0.37,0.05,0.59,0.72,0.77,0.15,0.44,0.18,0.66,0.16
+Doctor,113319,3,Bachelor's,0.14,0.62,0.12,Low,1.0,0.33,0.94,0.39,0.44,0.8,0.09,0.18,0.97,0.51
+Nurse,134041,5,Master's,0.91,1.37,0.16,Low,0.16,0.83,0.32,0.42,0.68,0.35,0.63,0.89,0.8,0.38
+Teacher,43760,26,Master's,0.29,0.85,0.17,Low,0.42,0.13,0.16,0.34,0.56,0.59,0.49,0.74,0.74,0.43
+Financial Analyst,118670,29,Master's,0.53,0.88,0.36,Medium,0.98,0.37,0.63,0.49,0.14,0.06,0.63,0.25,0.24,0.96
+Security Guard,80806,19,Master's,0.03,0.84,0.85,High,0.33,0.03,0.44,0.11,0.62,0.62,0.04,0.29,0.41,0.55
+Financial Analyst,83276,4,Bachelor's,0.29,1.48,0.32,Medium,0.99,0.05,0.29,0.49,0.14,0.13,0.26,0.97,0.38,0.57
+Customer Support,58897,18,Master's,0.74,1.19,0.78,High,0.11,0.28,0.21,0.14,0.02,0.94,0.92,0.05,0.17,0.14
+Lawyer,44842,0,Bachelor's,0.2,1.45,0.33,Medium,0.21,0.08,0.98,0.92,0.72,0.43,0.19,0.22,0.44,0.77
+Construction Worker,115984,27,Bachelor's,0.31,1.1,0.76,High,0.58,0.39,0.03,0.4,0.92,0.29,0.32,0.07,0.62,0.85
+UX Researcher,105664,4,PhD,0.24,1.46,0.6,Medium,0.57,0.31,0.22,0.72,0.52,0.52,0.07,0.51,0.82,0.95
+Teacher,130777,22,PhD,0.57,1.22,0.24,Low,0.9,0.0,0.0,0.47,0.03,0.97,0.22,0.47,0.06,0.52
+Doctor,82723,29,PhD,0.04,0.84,0.15,Low,0.99,0.21,0.54,0.99,0.79,0.99,0.97,0.49,0.7,0.11
+HR Specialist,104039,5,High School,0.81,1.01,0.58,Medium,0.75,0.25,0.88,0.46,0.21,0.87,0.42,0.75,0.55,0.38
+Mechanic,33974,17,Master's,0.58,0.89,0.34,Medium,0.9,0.04,0.86,0.36,0.64,0.92,0.15,0.57,0.76,0.76
+Construction Worker,148821,24,Master's,0.62,1.26,0.91,High,0.76,0.35,1.0,0.43,0.02,0.36,0.13,0.12,0.28,0.05
+Construction Worker,51944,1,High School,0.07,0.7,0.72,High,0.06,0.27,0.57,0.96,0.88,0.88,0.18,0.26,0.08,0.78
+Construction Worker,127065,3,Master's,0.56,0.75,0.76,High,0.99,0.76,0.84,0.57,0.87,0.65,0.95,0.28,0.6,0.69
+Security Guard,130874,25,High School,0.88,1.48,0.82,High,0.39,0.47,0.85,0.65,0.04,0.54,0.02,0.78,0.33,0.47
+Financial Analyst,41039,9,PhD,0.05,0.66,0.46,Medium,0.23,0.34,1.0,0.83,0.88,0.94,0.34,0.3,0.23,0.83
+Mechanic,102816,5,Bachelor's,0.91,0.73,0.58,Medium,0.55,0.54,0.72,0.21,0.16,0.65,0.29,0.97,0.45,0.11
+Data Scientist,133722,9,Bachelor's,0.31,0.65,0.47,Medium,0.96,0.41,0.35,0.44,0.01,0.13,0.85,0.98,0.16,0.54
+Customer Support,136657,8,PhD,0.16,0.69,0.93,High,0.71,0.15,0.39,0.06,0.43,0.78,0.55,0.65,0.33,0.16
+Nurse,135817,9,High School,0.82,1.14,0.11,Low,0.42,0.8,0.54,0.3,0.27,0.22,0.82,0.58,0.71,0.86
+Software Engineer,93483,25,PhD,0.25,0.68,0.48,Medium,0.04,0.79,0.88,0.69,0.27,0.12,0.38,0.83,0.35,0.03
+Retail Worker,111165,4,PhD,0.99,1.18,0.93,High,0.77,0.54,0.15,0.35,0.58,0.87,0.27,0.12,0.56,0.18
+Data Scientist,73815,28,PhD,0.26,0.73,0.46,Medium,0.59,0.55,0.24,0.89,0.11,0.04,0.6,0.12,0.5,0.95
+Construction Worker,40244,20,PhD,0.62,1.07,0.74,High,0.43,0.34,0.95,0.24,0.47,0.94,0.79,0.96,0.61,0.33
+Data Scientist,116483,5,High School,0.29,0.66,0.58,Medium,0.64,0.88,0.96,0.86,0.06,0.66,0.78,0.98,0.37,0.17
+Data Scientist,149346,28,High School,0.32,1.1,0.46,Medium,0.4,0.73,0.36,0.69,0.01,0.32,0.32,0.75,0.31,0.63
+UX Researcher,104399,19,PhD,0.66,1.1,0.47,Medium,0.37,0.56,0.06,0.88,0.83,0.35,0.57,0.93,0.27,0.74
+Mechanic,92327,4,High School,0.53,0.68,0.55,Medium,0.29,0.79,0.81,0.46,0.18,0.65,0.99,0.62,0.04,0.02
+Teacher,111399,1,PhD,0.2,1.31,0.26,Low,0.26,0.33,0.24,0.91,0.5,0.66,0.42,0.63,0.39,0.34
+Teacher,114267,28,PhD,0.59,0.79,0.09,Low,0.37,0.42,0.63,0.91,0.04,0.24,0.19,0.5,0.43,0.73
+Truck Driver,93537,18,High School,0.95,1.3,0.75,High,0.29,0.98,0.37,0.78,0.45,0.86,0.7,0.02,0.29,0.56
+Chef,144147,11,Bachelor's,0.1,1.1,0.42,Medium,0.89,0.77,0.37,0.17,0.01,0.62,0.41,0.31,0.99,0.47
+Construction Worker,126172,19,Master's,0.18,0.51,0.8,High,0.67,0.51,0.89,0.43,0.31,0.92,0.41,0.27,0.1,0.79
+Software Engineer,108267,16,Bachelor's,0.03,0.86,0.6,Medium,0.95,0.38,0.87,0.39,0.18,0.0,0.33,0.38,0.95,0.21
+Retail Worker,56013,0,High School,0.76,1.42,0.76,High,0.43,0.12,0.46,0.13,0.52,0.73,0.55,0.25,0.35,0.64
+Chef,43829,14,Bachelor's,0.14,1.34,0.49,Medium,0.16,0.12,0.97,0.28,0.91,0.41,0.39,0.7,0.01,0.34
+Security Guard,42391,10,High School,0.87,1.03,0.79,High,0.27,0.59,0.15,0.25,0.29,0.61,0.37,0.51,0.65,0.96
+Teacher,55123,8,Master's,0.75,1.45,0.17,Low,0.41,0.08,0.89,0.25,0.06,0.54,0.85,0.41,0.78,0.84
+Graphic Designer,147420,27,PhD,0.59,1.03,0.68,Medium,0.73,0.93,0.22,0.31,0.07,0.5,0.87,0.33,0.13,0.07
+Data Scientist,120299,5,High School,0.16,0.85,0.63,Medium,0.38,0.61,0.5,0.72,0.16,0.92,0.64,0.27,0.12,0.15
+HR Specialist,69140,2,PhD,0.59,0.88,0.43,Medium,0.86,0.87,0.58,0.52,0.82,0.75,0.4,0.08,0.77,0.17
+Retail Worker,113698,3,PhD,0.84,1.08,0.92,High,0.48,0.93,0.35,0.72,0.3,0.0,0.38,0.74,0.15,0.5
+Truck Driver,75939,26,High School,0.07,1.12,0.94,High,0.31,0.58,0.95,0.65,0.67,0.18,0.49,0.37,0.47,0.8
+Truck Driver,54180,13,Bachelor's,0.06,1.41,0.84,High,0.92,0.57,0.07,0.55,0.58,0.21,0.47,0.46,0.62,0.26
+Nurse,125941,7,Master's,0.24,0.95,0.08,Low,0.04,0.32,0.27,0.41,0.96,0.52,0.55,0.94,0.92,0.88
+Construction Worker,42003,4,Master's,0.63,1.31,0.91,High,0.58,0.02,0.97,0.47,0.39,0.39,0.42,0.24,0.33,0.99
+AI Engineer,46915,29,Master's,0.53,1.35,0.18,Low,0.32,0.52,0.11,0.13,0.69,0.92,0.73,0.07,0.4,0.0
+AI Engineer,59179,21,High School,0.19,1.37,0.08,Low,0.0,0.45,0.16,0.74,0.92,0.04,0.4,1.0,0.73,0.95
+Financial Analyst,119257,5,Bachelor's,0.22,0.65,0.42,Medium,0.72,0.16,0.52,0.27,0.83,0.01,0.22,0.61,0.1,0.47
+Marketing Manager,113994,8,High School,0.85,1.13,0.56,Medium,0.95,0.98,0.65,0.52,0.61,0.38,0.99,0.71,0.29,0.06
+Doctor,88742,5,Bachelor's,0.68,1.46,0.1,Low,0.55,0.6,1.0,0.2,0.52,0.35,0.53,0.23,0.05,0.57
+Financial Analyst,65963,15,Master's,0.18,0.82,0.32,Medium,0.95,0.58,0.81,0.42,0.9,0.48,0.57,0.49,0.73,0.57
+HR Specialist,128770,11,Bachelor's,0.15,1.11,0.5,Medium,0.1,0.4,0.51,0.83,0.08,0.35,0.82,0.65,0.29,0.85
+Chef,61977,24,PhD,0.5,1.48,0.68,Medium,0.36,0.14,0.33,0.03,0.02,0.4,0.94,0.87,0.51,0.57
+UX Researcher,86195,10,Bachelor's,0.22,0.52,0.6,Medium,0.15,0.87,0.64,0.23,0.16,0.63,0.9,0.72,0.35,0.59
+Graphic Designer,35136,17,Master's,1.0,1.25,0.55,Medium,0.42,0.62,0.34,0.03,0.4,0.93,0.63,0.08,0.88,0.27
+Mechanic,139950,28,Master's,0.3,1.08,0.52,Medium,0.49,0.72,0.32,0.78,0.18,0.78,0.66,0.68,0.48,0.67
+UX Researcher,133488,28,PhD,0.85,0.56,0.36,Medium,0.58,0.74,0.08,0.92,0.97,0.61,0.48,0.74,0.33,0.49
+Doctor,87251,29,PhD,0.96,1.43,0.12,Low,0.23,0.3,0.44,0.31,0.37,0.62,0.76,0.74,0.81,0.03
+Truck Driver,48456,27,Master's,0.79,1.03,0.84,High,0.05,0.26,0.64,0.86,0.92,0.5,0.55,0.83,0.54,0.52
+Construction Worker,134042,12,High School,0.79,1.41,0.75,High,0.52,0.84,0.11,0.79,0.18,0.81,0.61,0.19,0.47,0.68
+Software Engineer,42054,7,Bachelor's,0.43,1.4,0.51,Medium,0.51,0.06,0.92,0.18,0.53,0.8,0.22,0.53,0.24,0.76
+AI Engineer,73441,18,PhD,0.86,1.39,0.21,Low,0.73,0.55,0.38,0.65,0.91,0.42,0.31,0.39,0.44,0.07
+Marketing Manager,80321,27,High School,0.29,1.1,0.37,Medium,0.55,0.86,0.51,0.68,0.08,0.45,0.09,0.6,0.28,0.29
+Data Scientist,94566,27,Bachelor's,0.31,1.01,0.53,Medium,0.07,0.65,0.49,0.54,0.83,0.34,0.17,0.55,0.95,0.52
+HR Specialist,42857,5,Master's,0.76,1.02,0.56,Medium,0.41,0.53,0.51,0.71,0.41,0.1,0.79,0.68,0.95,0.43
+Doctor,114271,7,Bachelor's,0.12,1.27,0.07,Low,0.91,0.28,0.9,0.77,0.87,0.21,0.6,0.09,0.2,0.31
+UX Researcher,104745,20,High School,0.85,1.32,0.6,Medium,0.63,0.68,0.81,0.66,0.33,0.38,0.9,0.02,0.7,0.95
+Financial Analyst,119729,24,Master's,0.99,1.19,0.31,Medium,0.83,0.28,0.45,0.31,0.27,0.43,0.38,0.63,0.81,0.3
+Lawyer,58134,20,Bachelor's,0.67,1.17,0.66,Medium,0.02,0.85,0.52,0.62,0.09,0.43,0.23,0.25,0.5,0.81
+Truck Driver,57987,28,High School,0.59,1.04,0.81,High,0.97,0.56,0.25,0.23,0.61,0.52,0.01,0.83,0.7,0.66
+UX Researcher,135454,1,PhD,0.36,1.44,0.65,Medium,0.29,0.16,0.45,0.36,0.68,0.97,0.36,0.06,0.9,0.04
+Financial Analyst,60539,3,PhD,0.66,1.44,0.38,Medium,0.04,0.49,0.45,0.33,0.96,0.82,0.66,0.16,0.73,0.73
+Lawyer,113081,17,PhD,0.92,0.67,0.41,Medium,0.06,0.8,0.62,0.31,0.16,0.04,0.17,0.45,0.25,0.26
+HR Specialist,146180,1,High School,0.52,1.23,0.31,Medium,0.37,0.48,0.19,0.12,0.87,0.94,0.08,0.35,0.96,0.08
+Teacher,140164,17,PhD,0.97,1.48,0.17,Low,0.16,0.2,0.89,0.91,0.61,0.77,0.74,0.66,0.83,0.69
+Lawyer,54599,27,Master's,0.24,1.24,0.49,Medium,0.29,0.8,0.7,0.94,0.17,0.65,0.24,0.9,0.1,0.66
+Software Engineer,68921,19,Master's,0.35,1.45,0.64,Medium,0.29,0.01,0.3,0.28,0.89,0.97,0.07,0.47,0.55,0.09
+Marketing Manager,140747,11,PhD,0.65,1.46,0.43,Medium,0.21,0.56,0.54,0.59,0.35,0.01,0.04,0.66,0.52,0.82
+Financial Analyst,138809,19,Bachelor's,0.82,0.93,0.34,Medium,0.98,0.51,0.63,0.67,0.36,0.75,0.87,0.39,0.66,0.76
+Mechanic,35983,19,Bachelor's,0.33,0.61,0.54,Medium,0.8,0.61,0.18,0.55,0.83,0.3,0.83,0.78,0.02,0.24
+Security Guard,47946,7,High School,0.72,1.38,0.86,High,0.38,0.18,0.76,0.21,0.7,0.18,0.09,0.25,0.28,0.65
+Truck Driver,138295,29,Master's,0.2,0.53,0.83,High,0.08,0.47,0.93,0.72,0.08,0.22,0.67,0.89,0.03,0.81
+Nurse,97806,11,Master's,0.55,1.46,0.24,Low,0.85,0.35,0.55,0.62,0.32,0.57,0.24,0.14,0.37,0.74
+Data Scientist,111339,0,Bachelor's,0.46,1.14,0.34,Medium,0.9,0.57,0.78,0.79,0.26,0.53,0.96,0.09,0.68,0.96
+Data Scientist,70720,17,Bachelor's,0.86,1.43,0.6,Medium,0.23,0.33,0.04,0.83,0.85,0.63,0.35,0.08,0.75,0.73
+HR Specialist,50914,19,Bachelor's,0.73,1.33,0.6,Medium,0.63,0.43,0.9,0.65,0.4,0.08,0.29,0.54,0.28,0.22
+Financial Analyst,112684,28,Bachelor's,0.17,1.3,0.49,Medium,0.57,0.15,0.32,0.41,0.81,0.77,0.22,0.62,0.24,0.99
+HR Specialist,55568,19,PhD,0.56,1.2,0.62,Medium,0.72,0.7,0.96,0.6,0.64,0.85,0.67,0.73,0.23,0.37
+Graphic Designer,130965,29,High School,0.51,0.96,0.7,Medium,0.61,0.79,0.33,0.83,0.62,0.7,0.29,0.55,0.63,0.59
+Doctor,38861,29,Bachelor's,0.9,1.47,0.22,Low,0.97,0.83,0.27,0.43,0.24,0.0,0.19,0.0,0.72,0.43
+Teacher,88812,18,Bachelor's,0.76,1.33,0.29,Low,0.64,0.46,0.31,0.22,0.21,0.41,0.99,0.0,0.2,0.19
+Financial Analyst,104900,16,PhD,0.35,0.96,0.36,Medium,0.4,0.1,0.53,0.1,0.79,0.57,0.72,0.42,0.38,0.1
+AI Engineer,121814,0,High School,0.51,0.97,0.24,Low,0.83,0.75,0.14,0.62,0.08,0.69,0.38,0.13,0.86,0.61
+Retail Worker,112283,22,PhD,0.03,1.04,0.93,High,0.6,0.97,0.14,0.57,0.8,0.53,0.09,0.58,0.61,0.73
+AI Engineer,79678,0,Bachelor's,0.77,1.16,0.1,Low,0.4,0.78,0.95,0.08,0.54,0.31,0.23,0.51,0.61,0.01
+Nurse,136020,27,Bachelor's,0.82,1.47,0.1,Low,0.59,0.43,0.33,0.57,0.78,0.02,0.97,0.81,0.75,0.76
+Software Engineer,127155,3,PhD,0.75,0.89,0.66,Medium,0.18,0.29,0.55,0.32,0.42,0.49,0.86,0.52,0.36,0.25
+Teacher,94813,15,Bachelor's,0.52,1.25,0.08,Low,0.22,0.38,0.36,0.39,0.79,0.32,0.5,0.62,0.23,0.72
+Software Engineer,127501,7,PhD,0.45,1.31,0.4,Medium,0.88,0.56,0.61,0.88,0.82,0.6,0.75,0.43,0.55,0.06
+Construction Worker,90843,27,Master's,0.83,0.56,0.74,High,0.8,0.0,0.28,0.58,0.6,0.78,0.51,0.51,0.73,0.5
+Financial Analyst,34715,6,PhD,0.9,0.9,0.45,Medium,0.0,0.61,0.03,0.5,0.8,0.55,0.27,0.79,0.27,0.73
+Data Scientist,44870,15,PhD,0.72,0.72,0.41,Medium,0.75,0.18,0.25,0.02,0.72,0.62,0.69,0.21,0.69,0.6
+Retail Worker,45432,11,High School,0.44,1.07,0.82,High,0.64,0.18,0.54,0.45,0.46,0.47,0.88,0.82,0.63,0.72
+Mechanic,102964,5,High School,0.74,0.99,0.43,Medium,0.14,0.08,0.04,0.16,0.03,0.73,0.25,0.37,0.82,0.11
+Data Scientist,127677,13,Bachelor's,0.64,0.84,0.35,Medium,0.09,0.34,0.14,0.27,0.05,0.6,0.15,0.76,0.22,0.8
+Retail Worker,36918,16,Bachelor's,0.24,1.25,0.92,High,0.88,0.78,0.41,0.98,0.38,0.64,0.16,0.98,0.7,0.75
+Chef,78634,1,High School,0.76,1.27,0.57,Medium,0.29,0.49,0.11,0.47,0.24,0.35,0.16,0.23,0.08,0.92
+Security Guard,95199,20,PhD,0.4,1.04,0.86,High,0.92,0.18,0.3,0.98,0.37,0.02,0.15,0.03,0.99,0.28
+Security Guard,115062,6,Bachelor's,1.0,1.1,0.71,High,0.08,0.48,0.41,0.61,0.44,0.93,0.53,0.69,0.9,0.15
+Lawyer,119007,17,Bachelor's,0.78,1.19,0.48,Medium,0.42,0.07,0.01,0.53,0.42,0.8,0.54,0.94,0.2,0.99
+Nurse,58333,13,PhD,0.64,1.0,0.14,Low,0.14,0.13,0.71,0.38,0.96,0.33,0.98,0.21,0.1,0.31
+Data Scientist,140415,12,PhD,0.52,0.64,0.38,Medium,0.31,0.59,0.33,0.75,0.62,0.87,0.5,0.33,1.0,0.36
+Lawyer,89151,21,PhD,0.81,0.59,0.45,Medium,0.09,0.14,0.0,0.01,0.38,0.81,0.59,0.63,0.52,0.82
+Truck Driver,62784,17,Master's,0.85,1.31,0.75,High,0.59,0.58,0.53,0.48,0.09,0.1,0.9,0.63,0.26,0.28
+Lawyer,143268,17,Master's,0.41,0.94,0.32,Medium,0.14,0.39,0.7,0.05,0.33,0.7,0.79,0.19,0.73,0.96
+Truck Driver,85134,17,Bachelor's,0.79,1.21,0.76,High,0.63,0.64,0.41,0.49,0.69,0.95,0.3,0.25,0.6,0.13
+Chef,87109,10,Master's,0.09,0.99,0.55,Medium,0.07,0.21,0.34,0.37,0.68,0.53,0.38,0.45,0.01,0.77
+Software Engineer,114116,1,Master's,0.83,1.04,0.51,Medium,0.7,0.86,0.94,0.54,0.15,0.88,0.04,0.81,0.68,0.9
+Research Scientist,39495,3,Master's,0.05,1.11,0.08,Low,0.08,0.45,0.1,0.73,0.97,0.57,0.24,0.84,0.85,0.73
+Data Scientist,115380,12,PhD,0.87,0.66,0.67,Medium,0.95,0.87,0.25,0.86,0.5,0.59,0.84,0.03,0.36,0.82
+Chef,117843,5,Master's,0.85,0.67,0.58,Medium,0.15,0.79,0.25,0.74,0.46,0.99,0.58,0.63,0.37,0.73
+Financial Analyst,84104,12,Bachelor's,0.02,1.11,0.63,Medium,0.24,0.22,0.61,0.82,0.25,0.93,0.93,0.2,0.26,0.7
+Software Engineer,81179,29,Master's,0.71,0.94,0.37,Medium,0.46,0.61,0.33,0.51,0.13,0.45,0.09,0.05,0.86,0.21
+Nurse,120404,26,Bachelor's,0.15,0.76,0.14,Low,0.14,0.05,0.88,0.01,0.06,0.81,0.28,0.72,0.15,0.24
+Research Scientist,127119,25,High School,0.99,0.57,0.15,Low,0.04,0.2,0.91,0.1,0.86,0.18,0.86,0.54,0.88,0.15
+Software Engineer,84232,19,Master's,0.68,1.04,0.62,Medium,0.65,0.88,0.38,0.59,0.87,0.21,0.49,0.96,0.47,0.25
+Construction Worker,38689,14,Bachelor's,0.59,1.47,0.74,High,0.85,0.7,0.77,0.28,0.29,0.91,0.36,0.06,0.6,0.12
+Retail Worker,143466,16,High School,0.64,1.37,0.9,High,0.11,0.38,0.77,0.42,0.97,0.74,0.02,0.88,0.1,0.14
+UX Researcher,141038,14,PhD,0.86,1.04,0.42,Medium,0.35,0.34,0.33,0.24,0.61,0.9,0.31,0.19,0.84,0.74
+Customer Support,117526,20,Master's,0.17,0.64,0.84,High,0.61,0.48,0.6,0.18,0.48,0.66,0.43,0.68,0.45,0.33
+Lawyer,99503,19,Bachelor's,0.41,0.52,0.57,Medium,0.85,0.35,0.05,0.99,0.26,0.13,0.37,0.74,0.29,0.57
+Teacher,39157,6,Master's,0.12,0.83,0.23,Low,0.61,0.12,0.16,0.64,0.81,0.35,0.6,0.17,0.31,0.02
+Graphic Designer,143565,6,PhD,0.4,1.32,0.58,Medium,0.83,0.29,0.19,0.97,0.72,0.83,0.01,0.35,0.74,0.08
+Research Scientist,107952,16,Master's,0.43,0.52,0.11,Low,0.28,0.11,0.63,0.24,0.28,0.9,0.47,0.39,0.72,0.91
+Mechanic,81224,2,PhD,0.45,1.11,0.43,Medium,0.77,0.97,0.94,0.27,0.23,0.96,0.46,0.21,0.71,0.28
+Data Scientist,49517,21,Bachelor's,0.88,0.66,0.33,Medium,0.27,0.61,0.12,0.47,0.63,0.85,0.23,0.82,0.23,0.68
+Chef,70849,22,Bachelor's,0.11,1.21,0.39,Medium,0.18,0.36,0.65,0.23,0.18,0.01,0.47,0.43,0.23,0.05
+HR Specialist,142277,24,Master's,0.79,1.22,0.64,Medium,0.01,0.97,0.34,0.99,0.25,0.47,0.35,0.36,0.84,0.75
+Security Guard,137251,25,High School,0.61,0.96,0.72,High,1.0,0.55,0.7,0.41,0.55,0.94,0.17,0.29,0.15,0.79
+Mechanic,42979,1,Bachelor's,0.08,0.8,0.51,Medium,0.41,0.04,0.96,0.95,0.28,0.73,0.58,0.24,0.26,0.49
+AI Engineer,102868,7,Bachelor's,0.29,1.31,0.17,Low,0.65,0.19,0.53,0.32,0.53,0.78,0.77,0.35,0.69,0.94
+Customer Support,31649,0,Bachelor's,0.57,1.42,0.8,High,0.63,0.89,0.59,0.61,0.72,0.88,0.09,0.34,0.4,0.91
+Graphic Designer,91305,20,High School,0.12,0.62,0.67,Medium,0.3,0.24,0.04,0.28,0.69,0.43,0.52,0.92,0.11,0.07
+UX Researcher,38738,16,High School,0.77,0.76,0.43,Medium,0.31,0.65,0.06,0.49,0.13,0.82,0.38,0.53,0.03,0.06
+Financial Analyst,55775,24,High School,0.77,1.21,0.59,Medium,0.1,0.69,0.18,0.1,0.76,0.89,0.72,0.81,0.99,0.13
+Mechanic,45569,3,PhD,0.6,1.31,0.56,Medium,0.57,0.7,0.32,0.92,0.12,0.32,0.03,0.27,0.22,0.05
+Doctor,89327,3,Bachelor's,0.47,0.58,0.12,Low,0.95,0.11,0.31,0.04,0.15,0.7,0.37,0.45,0.16,0.68
+UX Researcher,142674,24,Bachelor's,0.18,0.54,0.33,Medium,0.66,0.14,0.49,0.15,0.17,0.0,0.32,0.09,0.39,0.6
+Construction Worker,67602,10,Bachelor's,0.71,1.24,0.87,High,0.94,0.24,0.19,0.61,0.59,0.51,0.0,0.56,0.93,0.33
+Mechanic,68057,12,Bachelor's,0.36,0.64,0.46,Medium,0.49,0.63,0.5,0.54,0.02,0.25,0.31,0.99,0.3,0.9
+Financial Analyst,108104,26,Master's,0.1,0.75,0.41,Medium,0.98,0.67,0.93,0.83,0.58,0.68,0.62,0.67,0.26,0.41
+Doctor,139418,27,Bachelor's,0.04,0.98,0.26,Low,0.49,0.55,0.2,0.79,0.36,0.96,0.99,0.92,0.08,0.33
+Graphic Designer,65411,11,High School,0.8,1.41,0.53,Medium,0.48,0.11,0.84,0.75,0.06,0.21,0.56,0.68,0.14,0.24
+Financial Analyst,139497,2,Bachelor's,0.22,1.42,0.59,Medium,0.74,0.79,0.36,0.77,0.98,0.7,0.42,0.72,0.9,0.13
+AI Engineer,53043,0,High School,0.92,1.45,0.17,Low,0.37,0.28,0.5,0.93,0.15,0.42,0.91,0.35,0.77,0.39
+Financial Analyst,139732,15,PhD,0.98,0.89,0.64,Medium,0.99,0.98,0.43,0.49,0.3,0.31,0.49,0.2,0.71,0.54
+Lawyer,146332,27,Master's,0.81,0.82,0.5,Medium,0.75,0.19,0.03,0.85,0.14,0.89,0.91,0.46,0.81,0.36
+Retail Worker,110314,5,Bachelor's,0.82,0.58,0.85,High,0.64,0.0,0.98,0.41,0.52,0.19,0.61,0.81,0.59,0.79
+HR Specialist,147230,13,PhD,0.5,0.87,0.6,Medium,0.87,0.88,0.23,0.9,0.34,0.31,0.73,0.3,0.05,0.37
+Research Scientist,107271,15,Master's,0.32,0.64,0.05,Low,0.45,0.91,0.31,0.2,0.93,0.11,0.05,0.88,0.7,0.42
+Retail Worker,135812,28,PhD,0.74,0.54,0.87,High,0.64,0.96,0.97,0.38,0.59,0.14,0.07,0.43,0.69,0.57
+Graphic Designer,138613,9,PhD,0.28,0.88,0.56,Medium,0.33,0.88,0.11,0.04,0.21,0.29,0.11,0.07,0.76,0.16
+Nurse,82774,4,Master's,0.37,1.17,0.11,Low,0.24,0.57,0.56,0.77,0.76,0.67,0.45,0.89,0.62,0.99
+Truck Driver,44436,10,Bachelor's,0.04,0.82,0.84,High,0.72,0.55,0.79,0.28,0.18,0.05,0.57,0.69,0.33,0.61
+Truck Driver,41573,6,High School,0.1,1.2,0.79,High,0.67,0.83,0.85,0.17,0.49,0.73,0.77,0.78,0.23,0.19
+Research Scientist,99269,3,Bachelor's,0.74,0.82,0.08,Low,0.72,0.3,0.17,0.15,0.31,0.59,0.36,0.02,0.1,0.29
+Data Scientist,55734,17,PhD,0.1,1.06,0.35,Medium,0.21,0.17,0.07,0.67,0.46,0.83,0.1,0.14,0.31,0.77
+Chef,43764,25,Bachelor's,0.41,0.8,0.33,Medium,0.94,0.55,0.79,0.66,0.51,0.09,0.64,0.16,0.41,0.63
+Truck Driver,40485,2,High School,0.69,1.17,0.74,High,0.35,0.04,0.72,0.95,0.26,0.09,0.48,0.86,0.55,0.05
+Security Guard,83804,21,Bachelor's,0.22,0.54,0.84,High,0.13,0.34,0.51,0.9,0.08,0.67,0.01,0.63,0.55,0.81
+Financial Analyst,97635,18,High School,0.35,0.74,0.33,Medium,0.53,0.89,0.51,0.74,0.3,0.45,0.32,0.11,0.42,0.76
+Security Guard,100880,19,Bachelor's,0.65,1.26,0.78,High,0.8,0.34,0.26,0.22,0.2,0.74,0.89,0.23,0.09,0.31
+Nurse,74344,20,Bachelor's,0.37,1.05,0.24,Low,0.41,1.0,0.3,0.98,0.2,0.11,0.75,0.7,0.81,0.34
+Lawyer,122424,26,Master's,0.12,0.53,0.42,Medium,0.8,0.67,0.44,0.26,0.06,0.34,0.46,0.69,0.65,0.95
+HR Specialist,131388,29,Bachelor's,0.34,0.98,0.57,Medium,0.5,0.91,0.61,0.04,0.11,0.75,0.72,0.15,0.06,0.58
+Doctor,146649,9,High School,0.14,0.97,0.13,Low,0.93,0.22,0.73,0.52,0.01,0.52,0.1,0.66,0.57,0.01
+Data Scientist,79117,3,PhD,0.01,1.24,0.59,Medium,0.17,0.96,0.22,0.46,0.11,0.6,0.38,0.35,0.83,0.01
+Truck Driver,45685,27,High School,0.57,1.49,0.85,High,0.06,0.05,0.88,0.84,0.35,0.62,0.49,0.97,0.95,0.98
+Retail Worker,134031,16,Master's,0.91,0.72,0.91,High,0.71,0.96,0.57,0.09,0.6,0.69,0.22,0.39,0.6,0.37
+Nurse,67595,16,High School,0.13,1.44,0.24,Low,0.0,0.77,0.74,0.01,0.37,0.61,0.45,0.78,0.43,0.15
+Marketing Manager,54541,1,Master's,0.24,1.22,0.36,Medium,0.33,0.44,0.19,0.45,0.16,0.56,0.66,0.06,0.87,0.19
+Construction Worker,118598,7,Bachelor's,0.66,0.97,0.82,High,0.13,0.81,0.62,0.14,0.37,0.81,0.57,0.11,0.37,0.24
+HR Specialist,70785,10,High School,0.6,1.13,0.61,Medium,0.15,0.97,0.36,0.63,0.47,0.47,0.7,0.99,0.66,0.79
+Marketing Manager,131633,28,High School,0.18,0.81,0.61,Medium,0.45,0.88,0.15,0.51,0.65,0.52,0.89,0.99,0.12,0.13
+UX Researcher,90359,15,Master's,0.68,0.87,0.59,Medium,0.41,0.63,0.77,0.55,0.54,0.09,0.41,0.55,0.46,0.9
+Nurse,55642,3,Bachelor's,0.82,0.88,0.23,Low,0.4,0.23,0.34,0.07,0.33,0.46,0.96,0.31,0.9,0.23
+HR Specialist,117657,0,Master's,0.52,1.17,0.32,Medium,0.22,0.46,0.33,0.71,0.51,0.16,0.89,0.29,0.73,0.78
+HR Specialist,128525,0,High School,0.5,1.12,0.43,Medium,0.68,0.46,0.44,0.86,0.05,0.88,0.85,0.51,0.49,0.36
+Mechanic,41360,18,Bachelor's,0.11,1.09,0.57,Medium,0.93,0.78,0.64,0.12,0.37,0.14,0.88,0.75,0.76,0.65
+Construction Worker,135190,10,Master's,0.15,0.83,0.73,High,0.72,0.16,0.7,0.69,0.46,0.14,0.31,0.32,0.7,0.11
+Lawyer,81747,21,High School,0.48,0.77,0.45,Medium,0.35,0.06,0.47,0.99,0.3,0.74,0.55,0.33,0.09,0.22
+Customer Support,131809,2,High School,0.28,0.64,0.78,High,0.58,0.7,0.39,0.5,0.45,0.01,0.4,0.59,0.57,0.75
+Retail Worker,145070,14,Master's,0.28,0.76,0.82,High,0.73,0.09,0.95,0.54,0.31,0.69,0.04,0.48,0.49,0.16
+Security Guard,98688,8,Master's,0.8,0.65,0.79,High,0.1,0.85,0.32,0.44,0.32,0.31,0.75,0.75,0.52,0.66
+Security Guard,53545,7,Bachelor's,0.03,0.57,0.8,High,0.75,0.91,0.03,0.37,0.22,0.82,0.85,0.21,0.71,0.73
+Software Engineer,138322,14,PhD,0.43,1.12,0.31,Medium,0.4,0.15,0.54,0.84,0.52,0.04,0.03,0.61,0.33,0.57
+Marketing Manager,37965,2,PhD,0.78,1.36,0.66,Medium,0.3,0.66,0.28,0.76,0.12,0.76,0.44,0.86,0.74,0.38
+Mechanic,52546,18,PhD,0.28,1.47,0.61,Medium,0.99,0.05,0.27,0.74,0.92,0.03,0.0,0.26,0.85,0.77
+Research Scientist,57774,12,Bachelor's,0.0,1.05,0.11,Low,0.75,0.45,0.68,0.85,0.54,0.34,0.77,0.27,0.89,0.07
+Nurse,113394,0,Bachelor's,0.09,0.56,0.14,Low,0.96,0.98,0.2,0.15,0.35,0.34,0.76,0.44,0.78,0.75
+Nurse,40002,10,PhD,0.83,0.7,0.09,Low,0.75,0.24,0.0,0.91,0.62,0.44,0.73,0.33,0.95,0.07
+Research Scientist,107365,22,PhD,0.78,0.97,0.24,Low,0.93,0.74,0.31,0.56,0.91,0.45,0.68,0.47,0.12,0.06
+Retail Worker,44833,18,Bachelor's,0.61,0.6,0.91,High,0.52,0.77,0.13,0.91,0.59,0.74,0.03,0.32,0.27,0.95
+UX Researcher,52844,24,Master's,0.71,0.54,0.38,Medium,0.34,0.79,0.79,0.95,0.92,0.08,0.83,0.45,0.87,0.09
+HR Specialist,95265,6,High School,0.16,0.83,0.31,Medium,0.12,0.45,0.82,0.77,0.24,0.15,0.39,0.88,0.09,0.54
+Data Scientist,35725,9,Master's,0.47,0.63,0.33,Medium,0.19,0.26,0.28,0.65,0.05,0.08,0.19,0.87,0.63,0.73
+Security Guard,33573,21,Bachelor's,0.21,0.54,0.82,High,0.57,0.9,0.88,0.42,0.42,0.16,0.26,0.93,0.14,0.97
+Retail Worker,65744,19,Bachelor's,0.9,1.18,0.85,High,0.71,0.83,0.88,0.64,0.89,0.54,0.28,0.88,0.54,0.91
+Retail Worker,58672,12,Bachelor's,0.4,1.45,0.76,High,0.94,0.95,0.88,0.56,0.65,0.87,0.78,0.63,0.98,0.69
+Software Engineer,107831,23,Master's,0.06,0.64,0.48,Medium,0.38,0.78,0.16,0.98,0.32,0.43,0.27,0.58,0.06,0.15
+Teacher,69215,7,Master's,0.19,0.74,0.25,Low,0.09,0.44,0.02,0.35,0.7,0.09,0.89,0.91,0.1,0.99
+Research Scientist,88769,5,Master's,0.08,0.51,0.15,Low,0.63,0.33,0.84,0.72,0.35,0.73,0.94,0.09,0.31,0.46
+Nurse,48408,9,High School,0.54,0.8,0.22,Low,0.65,0.58,0.11,0.48,0.36,0.49,0.92,0.48,0.01,0.44
+HR Specialist,34286,3,PhD,0.82,0.75,0.47,Medium,0.65,0.16,0.74,0.69,0.54,0.57,0.11,0.44,0.09,0.31
+Customer Support,86153,11,Master's,0.57,1.24,0.84,High,0.19,0.59,0.76,0.14,0.82,0.56,0.0,0.52,0.4,0.3
+Doctor,102944,6,High School,0.9,1.26,0.26,Low,0.91,0.91,0.11,0.46,0.0,0.51,0.92,0.2,0.64,0.64
+Doctor,92845,22,High School,0.24,0.96,0.1,Low,0.58,0.48,0.52,0.13,0.52,0.05,0.88,0.34,0.86,0.7
+Doctor,145429,14,Bachelor's,0.17,0.52,0.1,Low,0.54,0.48,0.5,0.25,0.69,0.7,0.36,0.88,0.64,0.71
+Teacher,144621,5,High School,0.0,1.37,0.26,Low,0.12,0.37,0.66,0.65,0.86,0.14,0.43,0.1,0.39,0.02
+Construction Worker,110174,4,Bachelor's,0.53,1.35,0.71,High,0.23,0.26,0.39,0.8,0.39,0.2,0.06,0.08,0.76,0.44
+HR Specialist,95951,3,High School,0.68,0.64,0.36,Medium,0.76,0.72,0.38,0.08,0.01,0.29,0.01,0.23,0.42,0.12
+Financial Analyst,132255,20,Bachelor's,0.92,0.61,0.38,Medium,0.99,0.02,0.51,0.52,0.26,0.66,0.94,0.45,0.75,0.65
+Teacher,77052,22,High School,0.05,1.24,0.14,Low,0.22,0.95,0.77,0.96,0.26,0.84,0.61,0.98,0.95,0.97
+Truck Driver,98324,21,PhD,0.01,1.24,0.77,High,0.71,0.98,0.04,0.57,0.73,0.25,0.23,0.06,0.09,0.66
+Software Engineer,127204,15,Bachelor's,0.03,1.47,0.56,Medium,0.52,0.27,0.66,0.36,0.7,0.68,0.09,0.91,0.49,0.39
+Data Scientist,106489,11,High School,0.44,1.22,0.56,Medium,0.17,0.99,0.46,0.39,0.92,0.53,0.71,0.85,0.24,0.17
+Chef,138906,2,PhD,0.9,0.7,0.42,Medium,0.29,0.3,0.67,0.95,0.33,0.41,0.77,0.43,0.93,0.5
+Customer Support,105477,19,Bachelor's,0.97,0.93,0.76,High,0.18,1.0,0.75,0.41,0.83,0.55,0.32,0.74,0.75,0.5
+Graphic Designer,128103,21,Bachelor's,0.08,1.29,0.63,Medium,0.68,0.84,0.72,0.9,0.15,0.39,0.46,0.3,0.73,0.91
+Lawyer,58401,4,High School,0.94,1.02,0.51,Medium,0.6,0.27,0.38,0.55,0.94,0.64,0.33,0.01,0.98,0.49
+Security Guard,109870,14,Master's,0.55,1.11,0.88,High,0.32,0.7,0.53,0.67,0.84,0.18,0.61,0.05,0.1,0.67
+AI Engineer,93560,21,PhD,0.6,0.72,0.13,Low,0.13,0.25,0.82,0.64,0.95,0.05,0.79,0.7,0.26,0.73
+Teacher,143114,15,High School,0.46,1.19,0.16,Low,0.34,0.47,0.9,0.38,0.4,0.61,0.75,0.73,0.02,0.69
+HR Specialist,128960,7,Master's,0.52,1.06,0.59,Medium,0.83,0.65,0.56,0.37,0.14,0.96,0.46,0.57,0.75,0.07
+Chef,30125,14,PhD,0.8,1.27,0.31,Medium,0.53,0.05,0.55,0.72,0.12,0.69,0.45,0.81,0.53,0.34
+Software Engineer,121703,15,Master's,0.9,0.95,0.46,Medium,0.04,0.36,0.85,0.76,0.22,0.41,0.2,0.95,0.6,0.75
+Chef,40736,25,Bachelor's,0.87,1.45,0.31,Medium,0.98,0.87,0.38,0.84,0.74,0.79,0.22,0.65,0.03,0.85
+Lawyer,131709,25,High School,0.66,1.01,0.59,Medium,0.33,0.63,0.72,0.14,0.14,0.72,0.43,0.89,0.31,0.04
+Data Scientist,48050,29,Bachelor's,0.68,1.05,0.57,Medium,0.52,0.69,0.04,0.37,0.21,0.1,0.23,0.19,0.97,0.29
+Doctor,38338,20,PhD,0.83,0.92,0.16,Low,0.44,0.42,0.33,0.29,0.88,0.16,0.18,0.57,0.34,0.42
+HR Specialist,80382,22,High School,0.87,1.23,0.6,Medium,1.0,0.8,0.83,0.95,0.15,0.5,0.58,0.33,0.84,0.76
+Data Scientist,147511,0,High School,1.0,0.76,0.59,Medium,0.55,0.31,0.16,0.9,0.6,0.82,0.55,0.22,0.34,0.38
+Software Engineer,46791,4,Bachelor's,0.01,1.49,0.69,Medium,1.0,0.48,0.96,0.4,0.03,0.22,0.95,0.01,0.55,0.08
+UX Researcher,114300,16,Master's,0.09,1.36,0.54,Medium,0.9,0.69,0.97,0.51,0.64,0.58,0.48,0.85,0.64,0.8
+Security Guard,105165,6,Bachelor's,0.41,0.66,0.83,High,0.29,0.21,0.59,0.92,0.84,0.18,0.77,0.23,0.29,0.92
+Customer Support,68180,29,High School,0.17,0.56,0.77,High,0.58,0.88,0.12,0.41,0.27,0.01,0.79,0.81,0.22,0.15
+Nurse,72019,16,Bachelor's,0.72,1.21,0.18,Low,0.78,0.58,0.29,0.73,0.59,0.01,0.9,0.55,0.87,0.88
+Lawyer,117464,9,High School,0.51,0.92,0.48,Medium,0.9,0.79,0.13,0.61,1.0,0.6,0.79,0.77,0.35,0.37
+Construction Worker,100278,28,Master's,0.5,1.07,0.88,High,0.78,0.27,0.15,0.29,0.51,0.34,0.57,0.05,0.51,0.37
+UX Researcher,105073,1,Master's,0.28,1.4,0.37,Medium,0.68,0.92,0.54,0.88,0.12,0.49,0.46,0.01,0.44,0.37
+UX Researcher,35922,23,Bachelor's,1.0,1.45,0.54,Medium,0.14,0.26,0.36,0.87,0.17,0.22,0.35,0.93,0.5,0.65
+Financial Analyst,99915,13,High School,0.19,0.72,0.62,Medium,0.89,0.49,0.36,0.81,0.67,0.04,0.35,0.68,0.57,0.98
+UX Researcher,143868,27,Master's,0.06,1.23,0.43,Medium,0.68,0.62,0.5,0.85,0.71,0.89,0.28,0.35,0.62,0.97
+Mechanic,30318,10,Bachelor's,0.03,0.95,0.52,Medium,0.8,0.73,0.96,0.78,0.3,0.64,0.67,1.0,0.14,0.19
+Lawyer,144148,19,PhD,0.59,0.64,0.56,Medium,0.8,0.43,0.56,0.91,0.57,0.21,0.34,0.53,0.15,0.61
+Financial Analyst,68790,3,PhD,0.65,0.87,0.43,Medium,0.93,0.87,0.47,0.35,0.71,0.31,0.12,0.31,0.43,0.26
+Financial Analyst,102353,6,Bachelor's,0.01,1.13,0.55,Medium,0.19,0.94,0.41,0.03,0.22,0.69,0.2,0.05,0.62,0.52
+Customer Support,50810,16,High School,0.77,1.46,0.71,High,0.04,0.99,0.64,0.72,0.1,0.07,0.16,0.43,0.11,0.45
+Research Scientist,83565,2,High School,0.0,0.61,0.14,Low,0.05,0.13,0.23,0.43,0.71,0.13,0.74,0.86,0.65,0.04
+Research Scientist,74555,2,Bachelor's,0.66,1.48,0.29,Low,0.4,0.62,0.89,0.83,0.48,0.26,0.14,0.49,0.72,0.97
+Retail Worker,110196,17,Master's,0.98,1.35,0.81,High,0.78,0.19,0.56,0.07,0.35,0.23,0.72,0.49,0.75,0.52
+Marketing Manager,133501,10,Bachelor's,0.19,1.22,0.43,Medium,0.33,0.74,0.25,0.9,0.56,0.54,0.26,0.84,0.57,0.16
+HR Specialist,60639,10,Bachelor's,0.2,0.56,0.52,Medium,0.7,1.0,0.36,0.9,0.38,0.69,0.6,0.05,0.08,0.02
+Retail Worker,94414,21,PhD,0.75,0.67,0.85,High,0.29,0.8,0.8,0.78,0.52,0.28,0.81,0.19,0.29,0.18
+Teacher,97963,25,Bachelor's,0.69,1.15,0.15,Low,0.1,0.91,0.51,0.41,0.59,0.19,0.13,0.41,0.23,0.24
+Research Scientist,137020,23,PhD,0.53,0.98,0.22,Low,0.95,0.11,0.83,0.58,0.15,0.3,0.48,0.69,0.24,0.53
+Truck Driver,71941,22,High School,0.45,1.36,0.92,High,0.47,0.97,0.08,0.0,0.38,0.6,0.63,0.48,0.12,0.17
+Retail Worker,54269,1,PhD,0.87,1.17,0.87,High,0.6,0.2,0.43,0.7,0.54,0.02,0.95,0.84,0.26,0.62
+Security Guard,122816,15,Master's,0.1,1.0,0.81,High,0.41,0.84,0.38,0.06,0.07,0.04,0.41,0.72,0.2,0.65
+Data Scientist,97500,23,Master's,0.26,1.1,0.57,Medium,0.47,0.34,0.62,0.98,0.43,0.39,0.46,0.08,0.55,0.33
+Lawyer,129626,11,Bachelor's,0.47,0.5,0.46,Medium,0.11,0.02,0.82,0.92,0.21,0.54,0.28,0.49,0.44,0.27
+Financial Analyst,95107,9,Bachelor's,0.13,0.55,0.61,Medium,0.67,0.5,0.47,0.5,0.44,0.39,0.5,0.53,0.69,0.71
+Security Guard,49638,16,High School,0.41,0.87,0.83,High,0.45,0.89,0.7,0.9,0.71,0.97,0.64,0.96,0.16,0.05
+Data Scientist,131471,4,Master's,0.98,0.92,0.38,Medium,0.52,0.65,0.32,0.71,0.98,0.9,0.29,0.33,0.37,0.39
+Data Scientist,65319,25,High School,0.76,0.87,0.65,Medium,0.93,0.02,0.99,0.71,0.52,0.39,0.52,0.32,0.62,0.09
+Security Guard,46029,14,Master's,0.2,1.19,0.75,High,0.56,0.65,0.9,0.45,0.78,0.17,0.16,0.52,0.6,0.63
+AI Engineer,62380,2,Master's,0.29,1.12,0.1,Low,0.22,0.07,0.75,0.51,0.24,0.56,0.35,0.84,0.53,0.03
+HR Specialist,108966,4,Bachelor's,0.07,1.2,0.47,Medium,0.25,0.68,0.13,0.86,0.25,0.36,0.63,0.0,0.47,0.89
+Financial Analyst,142692,27,PhD,0.39,1.16,0.67,Medium,0.19,0.53,0.23,0.85,0.72,0.8,0.94,0.23,0.05,0.29
+Customer Support,33518,6,PhD,0.89,1.49,0.84,High,0.77,0.86,0.7,0.04,0.16,0.07,0.01,0.31,0.39,0.24
+Software Engineer,49098,6,Master's,0.2,0.64,0.43,Medium,0.58,0.6,0.59,0.12,0.6,0.41,0.9,0.91,0.77,0.7
+Construction Worker,130992,4,PhD,0.08,1.34,0.81,High,0.45,0.85,0.62,0.18,0.21,0.01,0.71,0.49,0.95,0.71
+Software Engineer,43950,2,PhD,0.16,1.0,0.67,Medium,0.25,0.83,0.31,0.27,0.9,0.05,0.66,0.04,0.8,0.83
+Financial Analyst,96603,24,High School,0.19,0.62,0.5,Medium,0.27,0.61,0.51,0.14,0.74,0.8,0.96,0.4,0.34,0.19
+Nurse,106831,23,Master's,0.32,1.48,0.07,Low,0.26,0.09,0.27,0.09,0.51,0.44,0.17,0.17,0.63,0.39
+Retail Worker,81850,22,High School,0.92,0.9,0.85,High,0.89,0.4,0.82,0.91,0.17,0.89,0.12,0.28,0.81,0.9
+Nurse,142697,16,PhD,0.1,1.02,0.19,Low,0.28,0.99,0.34,0.21,0.11,0.38,0.69,0.23,0.77,0.14
+Marketing Manager,63158,18,High School,0.7,0.64,0.54,Medium,0.8,0.6,0.51,0.84,0.99,0.18,0.69,0.08,0.04,0.28
+Truck Driver,43065,18,PhD,0.55,0.77,0.73,High,0.92,0.36,0.31,0.86,0.6,0.17,0.42,0.93,0.9,0.07
+Construction Worker,53115,16,Master's,0.89,0.97,0.91,High,0.33,0.34,0.9,0.43,0.79,0.24,0.95,0.57,0.76,0.09
+Financial Analyst,111462,0,Bachelor's,0.9,1.38,0.32,Medium,0.3,0.44,0.17,0.73,0.18,0.35,0.66,0.48,0.74,0.96
+Retail Worker,30234,18,PhD,0.71,0.73,0.8,High,0.03,0.14,0.32,0.34,0.9,0.74,0.97,0.6,0.24,0.33
+Software Engineer,80262,17,High School,0.33,1.17,0.51,Medium,0.39,0.15,0.02,0.22,0.11,0.79,0.11,0.72,0.39,0.07
+AI Engineer,100529,27,Bachelor's,0.58,0.74,0.27,Low,0.05,0.2,0.75,0.71,0.29,0.06,0.86,0.31,0.2,0.52
+Chef,72563,6,PhD,0.04,1.27,0.53,Medium,0.43,0.74,0.97,0.23,0.14,0.91,0.67,0.44,0.57,0.75
+Lawyer,122983,27,Master's,0.92,0.93,0.42,Medium,0.64,0.42,0.59,0.42,0.15,0.47,0.69,0.8,0.49,0.17
+AI Engineer,93815,3,High School,0.79,0.91,0.22,Low,0.51,0.24,0.8,0.08,0.52,0.21,0.07,0.5,0.5,0.71
+Graphic Designer,58385,3,High School,0.07,1.11,0.32,Medium,0.65,0.12,0.95,0.86,0.02,0.78,0.64,0.5,0.6,0.68
+Software Engineer,148297,29,Bachelor's,0.77,1.08,0.63,Medium,0.99,0.3,0.12,0.73,0.98,0.12,0.43,0.06,0.78,0.95
+Marketing Manager,35289,19,High School,0.41,1.41,0.35,Medium,0.89,0.39,0.56,0.53,0.62,0.94,0.95,0.83,0.19,0.33
+Construction Worker,35877,0,Master's,0.91,1.02,0.94,High,0.98,0.6,0.88,1.0,0.85,0.66,0.85,0.08,0.63,0.22
+Data Scientist,52761,0,Master's,0.89,1.14,0.4,Medium,0.39,0.97,0.86,0.02,0.98,0.37,0.7,0.71,0.91,0.89
+Retail Worker,123758,18,Master's,0.64,0.89,0.83,High,0.55,0.4,0.46,0.21,0.61,0.76,0.43,0.98,0.06,0.59
+Graphic Designer,86366,2,High School,0.04,0.72,0.66,Medium,0.54,0.44,0.42,0.89,0.37,0.86,0.31,0.53,0.14,0.83
+UX Researcher,85652,22,Master's,0.53,0.53,0.49,Medium,0.23,0.41,0.86,0.77,0.24,0.98,0.9,0.53,0.53,0.9
+Software Engineer,55286,23,PhD,0.28,1.28,0.57,Medium,0.6,0.19,0.22,0.05,0.24,0.35,0.83,0.37,0.75,0.44
+Graphic Designer,104041,19,High School,0.98,0.74,0.64,Medium,0.62,0.82,0.65,0.42,0.23,0.07,0.54,0.99,0.74,0.33
+Doctor,140998,9,High School,0.77,0.78,0.05,Low,0.12,0.88,0.84,0.3,0.29,0.79,0.94,0.78,0.61,0.24
+HR Specialist,122743,20,Master's,0.23,1.31,0.45,Medium,0.83,0.38,0.82,0.33,0.44,0.62,0.07,0.95,0.57,0.51
+Nurse,64303,17,Bachelor's,0.87,1.02,0.28,Low,0.06,0.11,0.6,0.35,0.46,0.33,0.4,0.82,0.59,1.0
+AI Engineer,89977,3,Master's,0.27,0.76,0.13,Low,0.84,0.03,0.23,0.9,0.64,0.23,0.22,0.86,0.89,0.26
+Software Engineer,67133,19,Bachelor's,0.83,1.27,0.63,Medium,0.52,0.91,0.33,0.16,0.71,0.54,0.85,0.08,0.84,0.29
+Graphic Designer,70680,19,Master's,0.04,1.11,0.59,Medium,0.37,0.22,0.54,0.83,0.32,0.25,0.28,0.95,0.36,0.0
+Construction Worker,47013,16,High School,0.7,0.63,0.95,High,0.61,0.5,0.38,0.9,0.24,0.29,0.12,0.76,0.6,0.61
+Graphic Designer,139982,26,Bachelor's,0.65,1.27,0.44,Medium,0.8,0.35,0.76,0.03,0.55,0.97,0.98,0.28,0.44,0.06
+Lawyer,114935,22,PhD,0.6,0.68,0.36,Medium,0.0,0.94,0.83,0.08,0.6,0.23,0.26,0.87,0.11,0.6
+Customer Support,74741,12,PhD,0.19,0.95,0.94,High,0.78,0.13,0.85,0.94,0.28,0.33,0.13,0.34,0.67,0.27
+Doctor,114153,20,High School,0.34,0.95,0.19,Low,0.68,0.06,0.47,0.27,0.95,0.36,0.1,0.04,0.27,0.18
+Construction Worker,113110,11,High School,0.85,0.81,0.84,High,0.73,0.4,0.07,0.23,0.88,0.82,0.09,0.22,0.77,0.49
+Truck Driver,108596,9,Bachelor's,0.21,1.45,0.9,High,0.2,0.56,0.11,0.36,0.66,0.33,0.66,0.24,0.72,0.36
+Marketing Manager,94274,10,PhD,0.14,0.86,0.49,Medium,0.42,0.43,0.44,0.99,0.19,0.77,0.55,0.41,0.63,0.85
+Marketing Manager,135649,11,PhD,0.86,0.59,0.56,Medium,0.33,0.39,0.57,0.48,0.38,0.31,0.62,0.51,0.32,0.2
+Doctor,131433,10,High School,0.8,0.71,0.12,Low,0.24,0.88,0.77,0.07,0.83,0.04,0.25,0.92,0.86,0.78
+Chef,148962,27,Bachelor's,0.32,1.38,0.56,Medium,0.3,0.46,0.88,0.9,0.66,0.73,0.04,0.6,0.69,0.02
+Construction Worker,104901,5,Master's,0.93,0.74,0.91,High,0.67,0.58,0.84,0.29,0.79,0.31,0.79,0.45,0.12,0.38
+Teacher,44133,27,Bachelor's,0.1,0.61,0.25,Low,0.88,0.93,0.85,0.83,0.07,0.79,0.78,0.13,0.66,0.45
+Research Scientist,114293,11,High School,0.7,1.45,0.08,Low,0.04,0.97,0.08,0.39,0.65,0.88,0.25,0.03,0.52,0.47
+AI Engineer,66155,9,PhD,0.87,1.25,0.26,Low,0.16,0.69,0.98,0.61,0.17,1.0,0.53,0.84,0.15,0.67
+UX Researcher,116070,24,PhD,0.53,0.79,0.35,Medium,0.3,0.35,0.71,0.18,0.11,0.39,0.46,0.63,0.71,0.89
+Nurse,86439,20,Bachelor's,0.53,0.87,0.05,Low,0.58,0.82,0.04,0.0,0.73,0.68,0.41,0.66,0.95,0.25
+AI Engineer,98500,6,Bachelor's,0.19,1.22,0.14,Low,0.99,0.71,0.37,0.15,0.59,0.29,0.91,0.44,0.29,0.59
+Research Scientist,79887,19,PhD,0.56,0.56,0.2,Low,0.53,0.52,0.68,0.04,0.46,0.44,0.46,0.98,0.14,0.69
+Research Scientist,109880,14,Master's,0.51,1.26,0.09,Low,0.76,0.07,0.48,0.74,0.19,0.77,0.17,0.8,0.47,0.68
+Graphic Designer,105352,4,Master's,0.41,0.73,0.65,Medium,0.16,0.63,0.92,0.67,0.2,0.15,0.25,0.39,0.16,0.8
+Truck Driver,73781,17,PhD,0.94,1.34,0.93,High,0.29,0.57,0.32,0.26,0.61,0.82,0.09,0.28,0.21,0.8
+Teacher,126492,12,High School,0.08,0.88,0.28,Low,0.34,0.71,0.1,0.44,0.5,0.76,0.29,0.26,0.3,0.56
+Marketing Manager,149635,19,PhD,0.83,0.56,0.65,Medium,0.1,0.42,0.77,0.08,0.04,0.33,0.73,0.52,0.42,0.81
+Doctor,99368,19,Master's,0.79,0.96,0.05,Low,0.17,0.74,0.75,0.97,0.19,0.12,0.14,0.18,0.53,0.98
+Security Guard,94344,0,Bachelor's,0.52,1.17,0.72,High,0.82,0.65,0.17,0.63,0.6,0.06,0.27,0.39,0.24,0.24
+Graphic Designer,79223,1,High School,0.47,1.17,0.68,Medium,0.66,0.58,0.85,0.63,0.17,0.31,0.73,0.74,0.99,0.63
+Construction Worker,68907,8,Bachelor's,0.05,1.07,0.93,High,0.29,0.15,0.35,0.79,0.08,0.6,0.14,0.44,0.97,0.2
+Nurse,115733,8,Master's,0.43,1.08,0.12,Low,0.54,0.95,0.31,0.31,0.48,0.52,0.0,0.62,1.0,0.29
+Graphic Designer,80281,6,Bachelor's,0.0,1.1,0.48,Medium,0.53,0.54,0.18,0.77,0.56,0.27,0.94,0.01,0.73,0.38
+Retail Worker,128203,12,Master's,0.29,0.82,0.7,Medium,0.73,0.71,0.65,0.88,0.9,0.56,0.68,0.01,0.85,0.82
+HR Specialist,96416,18,High School,0.54,1.41,0.37,Medium,0.35,0.33,0.36,0.04,0.28,0.29,0.87,0.35,0.45,0.38
+Doctor,59825,21,High School,0.99,1.33,0.19,Low,0.48,0.65,0.33,0.05,0.4,0.98,0.18,0.53,0.01,0.12
+Financial Analyst,42795,8,High School,0.3,1.41,0.46,Medium,0.21,0.55,0.79,0.02,0.51,0.77,0.1,0.9,0.26,0.17
+UX Researcher,127391,14,Bachelor's,0.18,1.18,0.5,Medium,0.11,0.91,0.67,0.55,0.37,0.13,0.71,0.81,0.13,0.49
+Lawyer,87635,16,Bachelor's,0.35,1.29,0.34,Medium,0.21,0.0,0.37,0.29,0.87,0.75,0.08,0.74,0.68,0.28
+Graphic Designer,111115,14,Bachelor's,0.12,0.75,0.63,Medium,0.47,0.92,0.79,0.29,0.85,0.12,0.04,0.61,0.34,0.33
+AI Engineer,87392,26,Master's,0.85,0.82,0.13,Low,0.53,0.65,0.2,0.91,0.65,0.63,0.9,0.91,0.14,0.15
+Security Guard,100143,0,Bachelor's,0.96,1.17,0.8,High,0.68,0.23,1.0,0.43,0.93,0.43,0.93,0.34,0.76,0.95
+Customer Support,94863,8,High School,0.68,0.6,0.82,High,0.89,0.24,0.79,0.68,0.22,0.28,0.43,0.13,0.91,0.74
+HR Specialist,48819,4,High School,0.3,1.19,0.47,Medium,0.23,0.43,0.87,0.07,0.37,0.96,0.01,0.89,0.37,0.19
+Software Engineer,142255,29,Master's,0.07,0.67,0.31,Medium,0.34,0.04,0.69,0.82,0.89,0.55,0.95,0.01,0.13,0.29
+AI Engineer,128664,25,High School,0.89,1.12,0.15,Low,0.67,0.18,0.46,0.51,0.1,0.03,0.75,0.53,0.33,0.44
+AI Engineer,33347,17,Bachelor's,0.38,0.6,0.17,Low,0.65,0.01,0.33,0.39,0.46,0.3,0.67,0.94,0.91,0.66
+UX Researcher,105618,1,Master's,0.83,1.34,0.63,Medium,0.16,0.03,0.98,0.96,0.56,0.99,0.77,0.52,0.39,0.59
+Software Engineer,135309,5,PhD,0.99,0.99,0.63,Medium,0.81,0.07,0.09,0.66,0.26,0.66,0.14,0.4,0.1,0.28
+Nurse,78276,19,Bachelor's,0.97,0.9,0.28,Low,0.97,0.91,0.45,0.78,0.15,0.09,0.88,0.03,0.97,0.67
+Customer Support,145269,27,PhD,0.14,1.22,0.84,High,0.71,0.42,0.07,0.31,0.32,0.01,0.01,0.33,0.73,0.62
+Customer Support,47060,16,Bachelor's,0.6,1.15,0.83,High,0.52,0.37,0.12,0.39,0.35,0.59,0.86,0.38,0.71,0.81
+Customer Support,118307,25,Bachelor's,0.9,0.57,0.93,High,0.16,0.34,0.61,0.91,0.26,0.76,0.71,0.16,0.48,0.48
+Retail Worker,98140,5,Master's,0.78,1.43,0.88,High,0.97,0.05,0.04,0.89,0.9,0.11,0.36,0.84,0.13,0.27
+Retail Worker,145092,25,Master's,0.98,1.3,0.89,High,0.34,0.66,0.11,0.99,0.48,0.64,0.88,0.0,0.98,0.36
+Customer Support,122965,9,Master's,0.15,1.36,0.92,High,0.02,0.06,0.92,0.12,0.62,0.62,0.87,0.57,0.43,0.97
+Retail Worker,138204,22,Bachelor's,0.26,0.58,0.94,High,0.71,0.01,0.7,0.4,0.97,0.28,0.71,0.63,0.01,0.89
+Graphic Designer,138500,15,Bachelor's,0.66,1.28,0.55,Medium,0.1,0.98,0.24,0.63,0.8,0.94,0.6,0.26,0.84,0.16
+Truck Driver,49728,6,Bachelor's,0.91,1.08,0.72,High,0.58,0.15,0.03,0.12,0.78,0.76,0.6,0.21,0.74,0.41
+Lawyer,79108,13,High School,0.42,1.08,0.33,Medium,0.14,0.66,0.52,0.16,0.54,0.91,0.02,0.64,0.07,0.01
+Marketing Manager,114724,20,High School,0.42,1.3,0.41,Medium,0.63,0.41,0.23,0.51,0.8,0.83,0.85,0.34,0.79,0.21
+Marketing Manager,123566,10,High School,0.95,0.51,0.48,Medium,0.65,0.7,0.18,0.97,0.62,0.16,0.02,0.78,0.08,0.14
+Truck Driver,33984,0,Bachelor's,0.6,1.19,0.8,High,0.77,0.97,0.27,0.7,0.93,0.69,0.68,0.22,0.54,0.56
+Chef,140839,16,High School,1.0,0.53,0.33,Medium,0.08,0.74,0.14,0.62,0.32,0.46,0.22,0.87,0.59,0.94
+Marketing Manager,78481,1,High School,0.12,0.67,0.7,Medium,0.73,0.05,0.7,0.41,0.31,0.15,0.84,0.06,0.29,0.31
+Financial Analyst,101343,10,Bachelor's,0.51,0.51,0.42,Medium,0.93,0.31,0.36,0.47,0.56,0.81,0.19,0.87,0.76,0.72
+Research Scientist,84034,26,Master's,0.02,1.09,0.27,Low,0.58,0.21,0.09,0.7,0.72,0.17,0.03,0.41,0.58,0.71
+Mechanic,66419,17,Master's,0.35,0.87,0.38,Medium,0.96,0.46,0.57,0.45,0.25,0.81,0.03,0.69,0.59,0.14
+Graphic Designer,79357,4,High School,0.66,0.81,0.41,Medium,0.06,0.77,0.88,0.82,0.47,0.53,0.24,0.17,0.82,0.8
+Nurse,99064,7,Bachelor's,0.46,1.36,0.28,Low,0.33,0.22,0.46,0.18,0.88,0.34,0.58,0.59,0.51,0.16
+HR Specialist,44280,2,Bachelor's,0.17,1.25,0.62,Medium,0.15,0.93,0.49,0.63,0.64,0.5,0.14,0.75,0.58,0.12
+Construction Worker,49691,26,Master's,0.7,1.05,0.72,High,0.35,0.05,0.48,0.91,0.0,0.27,0.8,0.01,0.01,0.61
+Data Scientist,95234,4,Bachelor's,0.78,1.28,0.44,Medium,0.88,0.01,0.31,0.34,0.17,0.34,0.59,0.52,0.32,0.75
+Graphic Designer,63783,2,High School,0.41,1.0,0.63,Medium,0.82,0.8,0.1,0.8,0.12,0.12,0.95,0.82,0.55,0.87
+HR Specialist,95609,26,High School,0.61,1.11,0.6,Medium,0.23,0.17,0.76,0.34,0.14,0.31,0.36,0.97,0.7,0.53
+Marketing Manager,34590,20,PhD,0.9,1.01,0.66,Medium,0.4,0.23,0.23,0.66,0.5,0.66,0.69,0.02,0.05,0.53
+Financial Analyst,141463,18,Master's,0.63,1.05,0.53,Medium,0.3,0.64,0.83,1.0,0.84,0.56,0.19,0.68,0.94,0.21
+Truck Driver,90891,22,Bachelor's,0.15,1.24,0.8,High,0.06,0.87,0.56,0.33,0.34,0.29,0.46,0.34,0.55,0.77
+Data Scientist,127976,9,High School,0.29,1.03,0.64,Medium,0.07,0.08,0.56,0.64,0.21,0.75,0.65,0.92,0.17,0.75
+Security Guard,137046,19,Master's,0.57,1.05,0.8,High,0.84,0.0,0.52,0.22,0.74,0.04,0.83,0.84,0.83,0.15
+Doctor,51058,25,PhD,0.01,1.35,0.23,Low,0.53,0.73,0.09,0.53,0.29,0.97,0.86,0.73,0.93,0.35
+Customer Support,34258,26,Master's,0.33,1.23,0.88,High,0.02,0.36,0.02,1.0,0.12,0.54,0.79,0.2,0.49,0.61
+Truck Driver,107273,28,PhD,0.78,0.8,0.75,High,0.56,0.41,0.92,0.88,0.48,0.36,0.33,0.27,0.54,0.8
+Nurse,144365,15,PhD,0.19,0.98,0.07,Low,0.7,0.52,0.5,0.3,0.9,0.09,0.87,0.38,0.88,0.73
+Financial Analyst,91146,21,Bachelor's,0.83,1.18,0.31,Medium,0.13,0.64,0.66,0.75,0.72,0.66,0.77,0.58,0.26,0.91
+Graphic Designer,139759,20,PhD,0.37,1.23,0.47,Medium,0.02,0.07,0.65,0.96,0.55,0.51,0.32,0.26,0.02,0.27
+Construction Worker,89087,16,Master's,0.2,0.59,0.88,High,0.89,0.94,0.62,0.05,0.74,0.11,0.67,0.78,0.73,0.95
+Chef,105692,0,PhD,0.69,0.76,0.67,Medium,0.18,0.9,0.31,0.13,0.83,0.0,0.83,0.26,0.88,0.69
+HR Specialist,94930,26,High School,0.37,0.56,0.63,Medium,0.17,0.37,0.6,0.48,0.2,0.14,0.12,0.86,0.03,0.98
+Doctor,80852,23,PhD,0.11,1.08,0.07,Low,0.6,0.85,0.05,0.8,0.39,0.16,0.18,0.92,0.11,0.87
+Financial Analyst,135857,4,High School,0.04,0.96,0.63,Medium,0.73,0.49,0.86,0.12,0.91,0.85,0.71,0.82,0.54,0.68
+AI Engineer,118816,24,Master's,0.36,1.07,0.11,Low,0.44,0.28,0.12,0.32,0.85,0.38,0.75,0.18,0.42,0.11
+Data Scientist,73906,21,PhD,0.62,1.11,0.39,Medium,0.47,0.86,0.17,0.02,0.65,0.05,0.98,0.61,0.47,0.43
+Research Scientist,79723,23,Master's,0.09,1.43,0.21,Low,0.18,0.56,0.13,0.02,0.63,0.65,0.58,0.18,0.6,0.06
+Nurse,98457,21,Master's,0.55,1.16,0.27,Low,0.85,0.98,0.98,0.77,0.96,0.87,0.73,0.08,0.05,0.84
+HR Specialist,35659,1,High School,0.81,0.81,0.46,Medium,0.7,0.92,0.09,0.86,0.79,0.32,0.36,0.05,0.02,0.48
+Doctor,114295,10,Master's,0.19,1.35,0.19,Low,0.63,0.19,0.83,0.87,0.52,0.91,0.84,0.73,0.73,0.11
+Doctor,128989,16,High School,0.07,0.51,0.09,Low,0.88,0.24,0.97,0.6,0.24,0.5,0.22,0.98,0.85,0.03
+HR Specialist,125011,4,High School,0.72,0.58,0.57,Medium,0.65,0.22,0.76,0.09,0.49,0.01,0.97,0.75,0.16,0.34
+Research Scientist,70372,24,Bachelor's,0.77,0.56,0.26,Low,0.94,0.68,0.21,0.36,0.48,0.6,0.67,0.55,0.35,0.89
+Lawyer,37203,28,High School,0.47,1.28,0.32,Medium,0.71,0.82,0.66,0.01,0.18,0.34,0.23,0.96,0.65,0.3
+Marketing Manager,72928,8,High School,0.74,0.78,0.45,Medium,0.2,0.97,0.52,0.9,0.35,0.86,0.05,0.98,0.91,0.36
+UX Researcher,42568,3,PhD,0.75,1.4,0.42,Medium,0.47,0.86,0.78,0.39,0.85,0.05,0.78,0.21,0.29,0.49
+Data Scientist,147982,28,Bachelor's,0.52,1.04,0.43,Medium,0.18,0.77,0.4,0.51,0.64,0.91,0.71,0.05,0.84,0.99
+Software Engineer,81011,0,PhD,0.97,1.05,0.48,Medium,0.33,0.66,0.23,0.1,0.03,0.29,0.4,0.55,0.29,0.98
+Data Scientist,148691,1,PhD,0.44,0.6,0.4,Medium,0.05,0.56,0.75,0.2,0.37,0.02,0.84,0.78,0.06,0.36
+UX Researcher,139014,10,PhD,0.39,1.03,0.44,Medium,0.6,0.98,1.0,0.77,0.4,0.49,0.36,0.99,0.71,0.45
+Chef,111164,28,Master's,0.34,1.25,0.62,Medium,0.25,0.54,0.53,0.42,0.23,0.7,0.25,0.91,0.53,0.87
+Data Scientist,37529,21,Bachelor's,0.81,0.61,0.61,Medium,0.39,0.47,0.17,0.02,0.67,0.59,0.62,0.26,0.24,0.83
+Doctor,125707,1,Master's,0.34,1.14,0.26,Low,0.89,0.01,0.81,0.35,0.72,0.37,0.61,0.65,0.4,0.51
+Chef,139633,23,PhD,0.48,0.51,0.31,Medium,0.66,0.85,0.79,0.31,0.47,0.23,0.99,0.26,0.42,0.68
+AI Engineer,75477,2,PhD,0.05,0.8,0.19,Low,0.62,0.07,0.66,0.53,0.83,0.22,0.2,0.79,0.7,0.79
+Teacher,84756,28,PhD,0.1,0.78,0.12,Low,0.93,0.49,0.11,0.29,0.87,0.85,0.9,0.39,0.64,0.28
+Teacher,67309,12,High School,0.02,0.72,0.2,Low,0.9,0.13,0.92,0.35,0.43,0.36,0.41,0.26,0.7,0.76
+Research Scientist,130043,20,Master's,0.34,1.26,0.21,Low,0.96,0.42,0.99,0.74,0.78,0.03,0.5,0.53,0.04,0.31
+UX Researcher,101880,10,PhD,0.43,0.69,0.51,Medium,0.03,0.52,0.59,0.36,0.76,0.14,0.88,0.96,0.0,0.84
+UX Researcher,37011,4,Master's,0.46,0.74,0.48,Medium,0.95,0.21,0.18,0.24,0.55,0.93,0.57,0.24,0.44,0.39
+Security Guard,89658,0,Master's,0.73,1.43,0.89,High,0.44,0.15,0.81,0.46,0.08,0.72,0.29,0.05,0.9,0.48
+Construction Worker,99720,27,PhD,0.72,1.39,0.7,Medium,0.69,0.77,0.21,0.49,0.09,0.75,0.85,0.11,0.82,0.77
+Chef,115934,13,PhD,0.69,0.5,0.67,Medium,0.55,0.62,0.66,0.56,0.86,0.61,0.91,0.58,0.17,0.91
+Teacher,104713,13,High School,0.7,1.49,0.07,Low,0.43,0.24,0.63,0.81,0.97,0.45,0.79,0.92,0.68,0.24
+Retail Worker,51622,12,High School,0.97,1.49,0.86,High,0.89,0.2,0.25,0.95,0.14,0.19,0.42,0.59,0.6,0.29
+Research Scientist,118635,10,PhD,0.92,0.89,0.16,Low,0.7,0.66,0.38,0.41,0.35,0.24,0.46,0.69,0.74,0.78
+Security Guard,58645,18,Bachelor's,0.76,0.51,0.82,High,0.79,0.63,0.47,0.64,0.91,0.57,0.8,0.98,0.71,0.57
+Graphic Designer,74511,14,PhD,0.37,1.07,0.62,Medium,0.44,0.96,0.27,0.74,0.42,0.49,0.8,0.3,0.1,0.52
+HR Specialist,101013,19,Bachelor's,0.8,1.47,0.32,Medium,0.59,0.68,0.99,0.94,0.71,0.52,0.16,0.38,0.59,0.73
+Marketing Manager,131277,18,Master's,0.71,0.93,0.59,Medium,0.14,0.16,0.16,0.89,0.08,0.8,0.23,0.47,0.92,0.59
+Financial Analyst,47881,28,Bachelor's,0.28,1.42,0.47,Medium,0.59,0.46,0.38,0.22,0.69,0.72,0.27,0.79,0.85,0.92
+Software Engineer,109741,18,Bachelor's,0.3,1.36,0.38,Medium,0.0,0.87,0.33,0.41,0.45,0.85,0.34,0.89,0.62,0.53
+Customer Support,126509,11,PhD,0.24,1.12,0.81,High,0.91,0.49,0.51,0.42,0.79,0.42,0.27,0.86,0.6,0.59
+Financial Analyst,85308,18,Bachelor's,0.72,0.81,0.31,Medium,0.81,0.13,0.72,0.08,0.38,0.06,0.52,0.65,0.17,0.37
+Truck Driver,41467,7,Master's,0.44,1.3,0.93,High,0.97,0.9,0.32,0.96,0.81,0.84,0.02,0.95,0.78,0.77
+Software Engineer,82762,8,High School,0.23,1.46,0.5,Medium,0.4,0.84,0.09,0.42,0.38,0.35,0.31,0.21,0.17,0.64
+Financial Analyst,125711,14,PhD,0.51,0.8,0.36,Medium,0.83,0.97,0.35,0.29,0.6,0.78,0.46,0.63,0.72,0.96
+Chef,131011,4,High School,0.27,0.79,0.32,Medium,0.29,0.06,0.96,0.62,0.17,0.12,0.37,0.31,0.28,0.47
+HR Specialist,36588,14,Bachelor's,0.54,0.81,0.5,Medium,0.22,0.05,0.78,0.64,0.34,0.05,0.87,0.17,0.93,0.48
+Mechanic,133768,0,High School,0.74,1.38,0.45,Medium,0.41,0.43,0.92,0.69,0.25,0.18,0.23,0.26,0.23,0.66
+Lawyer,149170,22,High School,0.39,1.13,0.42,Medium,0.07,0.08,0.13,0.84,0.66,0.06,0.39,0.28,0.58,0.52
+Construction Worker,91860,15,High School,0.31,0.64,0.89,High,0.88,0.94,0.06,0.74,0.73,0.95,0.25,0.74,0.05,0.63
+Teacher,106206,21,Master's,0.77,1.36,0.14,Low,0.53,0.12,0.42,0.36,0.18,0.89,0.15,0.64,0.89,0.91
+Customer Support,145155,0,Master's,0.18,1.32,0.77,High,0.92,0.71,0.79,0.09,0.58,0.82,0.86,0.03,0.94,0.04
+Research Scientist,101812,24,Master's,0.58,0.59,0.18,Low,0.05,0.29,0.45,0.53,0.98,0.98,0.1,0.54,0.82,0.24
+UX Researcher,89199,15,Bachelor's,0.88,1.16,0.43,Medium,0.92,0.88,0.72,0.36,0.79,0.32,0.25,0.52,1.0,0.8
+Teacher,141176,2,Bachelor's,0.45,0.81,0.26,Low,0.57,0.81,0.49,0.75,0.87,0.39,0.01,0.25,0.91,0.69
+Software Engineer,53983,18,High School,0.33,1.2,0.56,Medium,0.18,0.97,0.35,0.33,0.37,0.09,0.62,0.24,0.8,0.39
+Customer Support,35807,16,Master's,0.65,1.26,0.76,High,0.97,0.62,0.01,0.42,0.44,0.81,0.31,0.33,0.07,0.28
+Mechanic,82546,25,High School,0.63,0.58,0.35,Medium,0.38,0.74,0.83,0.01,0.33,0.42,0.91,0.5,0.27,0.39
+Graphic Designer,40987,16,PhD,0.67,0.54,0.46,Medium,0.65,0.28,0.59,0.36,0.76,0.06,0.92,0.17,0.16,0.84
+Research Scientist,116856,12,PhD,0.09,1.41,0.12,Low,0.62,0.07,0.38,0.45,0.6,0.53,0.46,0.96,0.19,0.16
+Software Engineer,71397,15,High School,0.07,0.98,0.49,Medium,0.31,0.93,0.28,0.29,0.23,0.15,0.36,0.68,0.74,0.81
+Security Guard,45456,20,High School,0.04,1.47,0.7,Medium,0.96,0.83,0.91,0.39,0.2,0.61,0.74,0.13,0.8,0.21
+Graphic Designer,66911,11,High School,0.86,0.69,0.4,Medium,0.06,0.15,0.15,0.2,0.29,0.81,0.92,0.41,0.13,0.22
+Retail Worker,34852,19,High School,0.08,1.03,0.9,High,0.08,0.89,0.58,0.95,0.15,0.99,0.64,0.57,0.52,0.02
+Data Scientist,42705,27,Bachelor's,0.64,0.59,0.31,Medium,0.05,0.61,0.61,0.5,0.31,0.53,0.52,0.02,0.28,0.05
+Nurse,65495,23,PhD,0.73,1.5,0.13,Low,0.88,0.6,0.45,0.22,0.74,0.9,0.24,0.18,0.7,0.98
+Truck Driver,99282,2,Master's,0.28,0.92,0.8,High,0.85,0.77,0.59,0.27,0.94,0.65,0.97,0.58,0.82,0.81
+Software Engineer,107275,19,Master's,0.96,0.52,0.61,Medium,0.97,0.34,0.65,0.56,0.76,0.87,0.6,0.82,0.31,0.23
+Financial Analyst,45573,2,High School,0.68,0.69,0.57,Medium,0.39,0.8,0.04,0.67,0.65,0.94,0.71,0.8,0.9,0.68
+Graphic Designer,128853,20,Bachelor's,0.87,1.25,0.47,Medium,0.71,0.87,0.98,0.95,0.33,0.42,0.11,0.25,0.88,0.36
+UX Researcher,65314,24,Master's,0.67,1.28,0.37,Medium,0.3,0.45,0.36,0.98,0.83,0.48,0.88,0.35,0.79,0.22
+Doctor,88826,6,PhD,0.46,0.61,0.12,Low,0.4,0.75,0.07,0.66,0.72,0.65,0.76,0.18,0.59,0.94
+Truck Driver,53449,17,Master's,0.61,1.24,0.78,High,0.7,0.92,0.01,0.87,0.22,0.46,0.85,0.82,0.89,0.94
+Marketing Manager,87564,27,PhD,0.66,0.89,0.44,Medium,0.43,0.74,0.5,0.81,0.75,0.02,0.63,0.44,0.46,0.82
+Research Scientist,32405,3,Master's,0.89,1.21,0.19,Low,0.75,0.04,0.03,0.08,0.44,0.24,0.98,0.54,0.66,0.28
+Marketing Manager,114028,2,High School,0.34,1.2,0.49,Medium,0.52,0.59,0.77,0.09,0.78,0.56,0.67,0.33,0.41,0.23
+Construction Worker,122061,20,PhD,0.5,1.5,0.82,High,0.22,0.51,0.04,0.9,0.82,0.73,0.61,0.58,1.0,0.28
+UX Researcher,121396,16,PhD,0.31,0.88,0.5,Medium,0.02,0.08,0.26,0.55,0.77,0.69,0.57,0.4,0.87,0.46
+Doctor,87454,15,PhD,0.27,0.86,0.29,Low,0.24,0.1,0.07,0.5,0.64,0.33,0.69,0.06,0.86,0.82
+Teacher,127216,7,Master's,0.94,0.86,0.15,Low,0.75,0.13,0.31,0.12,0.45,0.55,0.21,0.03,0.72,0.02
+Data Scientist,89871,29,Master's,0.22,1.16,0.47,Medium,0.06,0.47,0.52,0.85,0.73,0.08,0.21,0.31,0.12,0.46
+Mechanic,140564,19,Bachelor's,0.51,1.24,0.57,Medium,0.85,0.22,0.75,0.88,0.17,0.35,0.97,0.78,0.28,0.56
+Software Engineer,76887,18,PhD,0.77,0.77,0.57,Medium,0.35,0.57,0.38,0.3,0.86,0.75,0.35,0.43,0.69,0.81
+AI Engineer,94817,12,High School,0.54,1.45,0.24,Low,0.12,0.56,0.41,0.79,0.04,0.41,0.32,0.14,0.38,0.67
+Lawyer,90388,5,Master's,0.58,1.09,0.53,Medium,0.53,0.12,0.22,0.8,0.5,0.71,0.57,0.04,0.8,0.06
+Teacher,133323,3,Master's,0.09,0.89,0.2,Low,0.58,0.54,0.34,0.71,0.83,0.35,0.09,0.3,0.14,0.47
+Security Guard,119526,10,PhD,0.46,0.72,0.88,High,0.03,0.55,0.17,0.0,0.87,0.67,0.1,0.66,0.61,0.47
+Data Scientist,62676,4,PhD,0.16,0.75,0.66,Medium,0.97,0.95,0.19,0.9,0.14,0.51,0.64,0.46,0.95,0.33
+Data Scientist,44590,22,High School,0.08,1.35,0.47,Medium,0.7,0.68,0.68,0.51,0.28,0.63,0.96,0.83,0.11,0.02
+Software Engineer,68463,5,Bachelor's,0.78,0.81,0.58,Medium,0.93,0.46,0.24,0.92,0.47,0.41,0.35,0.42,0.67,0.43
+Software Engineer,52053,16,Bachelor's,0.74,0.7,0.38,Medium,0.7,0.87,0.24,0.19,0.67,0.62,0.45,0.1,0.09,0.78
+Software Engineer,104767,24,Bachelor's,0.86,1.07,0.55,Medium,0.93,0.16,0.54,0.06,0.36,0.15,0.19,0.93,0.61,0.89
+Software Engineer,65303,20,PhD,0.6,0.53,0.49,Medium,0.56,0.02,0.79,0.3,0.45,0.54,0.99,0.1,0.56,0.53
+Chef,34312,3,Bachelor's,0.63,0.79,0.34,Medium,0.18,0.82,0.1,0.47,0.2,0.16,0.21,0.49,0.24,0.1
+Nurse,69794,21,Bachelor's,0.54,0.66,0.17,Low,0.07,0.58,0.34,0.1,0.18,0.35,0.81,0.17,0.11,0.52
+Truck Driver,80102,23,Master's,0.09,0.78,0.77,High,0.19,0.32,0.04,0.65,0.99,0.63,0.36,0.67,0.57,0.85
+Construction Worker,106743,11,Master's,0.63,0.72,0.8,High,0.34,0.01,0.31,0.49,0.6,0.93,0.24,0.15,0.87,0.94
+Security Guard,67333,10,High School,0.12,0.99,0.73,High,0.88,0.71,0.24,0.89,0.64,0.95,0.98,0.0,0.12,0.55
+AI Engineer,80724,18,Bachelor's,0.99,1.07,0.09,Low,0.16,0.76,0.59,0.55,0.47,0.73,0.86,0.3,0.22,0.67
+HR Specialist,107684,5,High School,0.6,1.48,0.68,Medium,0.43,0.72,0.83,0.9,0.07,0.3,0.32,0.43,0.17,0.5
+Marketing Manager,57161,28,PhD,0.5,1.17,0.33,Medium,0.88,0.94,0.62,0.88,0.13,0.8,0.12,0.41,0.32,0.59
+UX Researcher,33687,15,High School,0.64,0.87,0.64,Medium,0.63,0.22,0.34,0.85,0.39,0.54,0.65,0.35,0.29,0.48
+Customer Support,58777,18,Master's,0.28,0.56,0.78,High,0.32,0.96,0.59,0.79,0.05,0.11,0.81,0.62,0.19,0.4
+Graphic Designer,58915,24,Master's,0.84,0.56,0.54,Medium,0.72,0.98,0.81,0.28,0.71,0.76,0.73,0.82,0.9,0.1
+Lawyer,148222,2,PhD,0.8,0.75,0.32,Medium,0.4,0.82,0.13,0.67,0.0,0.11,0.35,0.08,0.85,0.86
+UX Researcher,100880,21,Bachelor's,0.24,1.02,0.37,Medium,0.28,0.52,0.74,0.09,0.3,0.93,0.43,0.94,0.99,0.53
+Teacher,112056,19,High School,0.79,0.66,0.11,Low,0.78,0.43,0.2,0.65,0.73,0.13,0.28,0.22,0.38,0.76
+Software Engineer,133144,16,Master's,0.66,0.51,0.36,Medium,0.22,0.27,0.15,0.41,0.08,0.75,0.79,0.57,0.09,0.89
+Software Engineer,127364,0,Master's,0.7,1.34,0.52,Medium,0.32,0.48,0.51,0.4,0.93,0.74,0.24,0.59,0.69,0.14
+Security Guard,147257,23,High School,0.91,1.07,0.75,High,0.12,0.52,0.55,0.33,0.63,0.07,0.15,0.55,0.06,0.88
+UX Researcher,141706,18,Bachelor's,0.67,0.89,0.46,Medium,0.76,0.5,0.73,0.51,0.59,0.76,0.61,0.62,0.79,0.95
+Construction Worker,60795,2,Bachelor's,0.58,0.59,0.79,High,0.41,0.84,0.51,0.73,0.02,0.46,0.9,0.22,0.03,0.43
+Security Guard,137729,26,Bachelor's,0.45,0.96,0.87,High,0.25,0.75,0.15,0.4,0.66,0.83,0.79,0.72,0.36,0.12
+Nurse,59340,5,High School,0.86,1.36,0.29,Low,0.08,0.54,0.65,0.71,0.64,0.77,0.36,0.18,0.2,0.01
+HR Specialist,75487,2,High School,0.09,0.82,0.55,Medium,0.89,0.84,0.25,0.13,0.19,0.97,0.55,0.18,0.84,0.4
+Truck Driver,123258,17,Master's,0.26,0.89,0.83,High,0.89,0.87,0.57,0.22,0.4,0.98,0.61,0.78,0.45,0.53
+Teacher,37160,9,Bachelor's,0.85,1.01,0.17,Low,0.34,0.18,0.94,0.32,0.8,0.72,0.79,0.94,0.62,0.9
+UX Researcher,43869,7,High School,0.63,1.27,0.41,Medium,0.74,0.78,0.83,0.31,0.68,0.3,0.74,0.46,0.6,0.42
+Construction Worker,142266,20,Master's,0.18,0.58,0.85,High,0.85,0.02,0.07,0.46,0.74,0.16,0.27,0.23,0.4,0.22
+HR Specialist,112833,24,High School,0.34,0.61,0.32,Medium,0.37,0.05,0.1,0.14,0.0,0.15,0.58,0.82,0.19,0.08
+Retail Worker,124538,10,Bachelor's,0.01,1.23,0.73,High,0.23,0.12,0.25,0.8,0.13,0.99,0.33,0.92,0.19,0.19
+Software Engineer,54608,4,High School,0.43,0.54,0.36,Medium,0.08,0.59,0.19,0.5,0.37,0.8,0.32,0.46,0.72,0.43
+Marketing Manager,41367,11,Bachelor's,0.66,0.91,0.5,Medium,0.97,0.66,0.9,0.18,0.48,0.91,0.32,0.97,0.1,0.9
+Nurse,123159,22,PhD,0.07,1.38,0.11,Low,0.02,0.14,0.66,0.98,0.11,0.46,0.18,0.75,0.12,0.24
+Construction Worker,138864,11,Bachelor's,0.55,1.37,0.83,High,0.06,0.56,0.8,0.13,0.07,0.19,0.75,0.59,0.54,0.25
+Security Guard,125504,14,High School,0.97,0.74,0.93,High,0.58,0.12,0.47,0.95,0.42,0.86,0.26,0.57,0.84,0.92
+Data Scientist,90302,18,PhD,0.64,0.5,0.4,Medium,0.28,0.09,0.28,0.32,0.97,0.67,0.43,0.99,0.15,0.48
+Research Scientist,72722,0,Bachelor's,0.48,1.21,0.1,Low,0.74,0.55,0.1,0.56,0.07,0.01,0.89,0.49,0.54,0.28
+Retail Worker,116379,20,High School,0.17,1.25,0.91,High,0.86,0.11,0.56,0.81,0.13,0.1,0.82,0.8,0.45,0.11
+Data Scientist,72412,21,Bachelor's,0.39,1.02,0.48,Medium,0.57,0.73,0.77,0.65,0.2,0.4,0.07,0.45,0.97,0.64
+Customer Support,74956,1,High School,0.27,0.56,0.75,High,0.49,0.34,0.2,0.15,0.66,0.56,0.84,0.18,0.85,0.58
+Teacher,108872,16,High School,0.27,0.89,0.17,Low,0.08,0.84,0.12,0.48,0.38,0.51,0.89,0.99,0.02,0.39
+HR Specialist,90542,19,High School,0.33,1.15,0.7,Medium,0.65,0.11,0.84,0.97,0.71,0.42,0.95,0.97,0.94,0.41
+Customer Support,48481,9,Bachelor's,0.65,0.68,0.83,High,0.75,0.9,0.86,0.15,0.49,0.48,0.9,0.0,0.74,0.62
+Marketing Manager,37075,10,Master's,0.46,1.16,0.69,Medium,0.74,0.07,0.17,0.82,0.33,0.71,0.7,0.99,0.47,0.74
+Lawyer,100043,26,Master's,0.46,0.69,0.64,Medium,0.84,0.24,0.32,0.7,0.74,0.66,1.0,0.87,0.42,0.33
+Software Engineer,105069,12,Master's,0.82,0.98,0.6,Medium,0.02,0.93,0.77,0.39,0.38,0.1,0.82,0.77,0.63,0.1
+Teacher,82692,9,High School,0.46,0.77,0.16,Low,0.23,0.35,0.65,0.89,0.39,0.69,0.13,0.54,0.92,0.03
+Data Scientist,71918,15,PhD,0.13,1.03,0.57,Medium,0.06,0.07,0.87,0.46,0.46,0.94,0.32,0.9,0.97,0.24
+Customer Support,33264,11,Bachelor's,0.53,1.37,0.78,High,0.8,0.97,0.84,0.91,0.71,0.9,0.16,0.71,0.73,0.44
+Construction Worker,144047,16,High School,0.43,1.48,0.75,High,0.71,0.53,0.82,0.48,0.78,0.93,0.73,0.78,0.07,0.2
+Research Scientist,83433,4,Master's,0.73,0.99,0.07,Low,0.89,0.89,0.32,0.91,0.76,0.4,0.33,0.98,0.71,0.38
+Chef,99201,3,PhD,0.57,1.02,0.56,Medium,0.54,0.65,0.91,0.99,0.71,0.93,0.86,0.3,0.93,0.07
+Software Engineer,145131,19,High School,0.64,1.03,0.52,Medium,0.79,0.19,0.98,0.44,0.95,0.38,0.6,0.45,0.68,0.18
+Nurse,134290,8,PhD,0.07,1.1,0.29,Low,0.05,0.66,0.78,0.21,0.27,0.2,0.3,0.11,0.37,0.37
+Teacher,100779,21,PhD,0.8,1.3,0.19,Low,0.33,0.41,0.32,0.58,0.94,0.28,0.46,0.66,0.84,0.25
+Research Scientist,100935,5,PhD,0.89,0.58,0.2,Low,0.86,0.92,0.01,0.37,0.26,0.57,0.63,1.0,0.51,0.55
+Doctor,59483,25,High School,0.34,0.56,0.18,Low,0.6,0.01,0.1,0.21,0.35,0.54,0.29,0.28,0.87,0.15
+Marketing Manager,61155,26,High School,0.95,1.13,0.59,Medium,0.43,0.02,0.65,0.63,0.11,0.46,0.92,0.21,0.46,0.46
+Marketing Manager,34176,6,Master's,0.82,1.26,0.45,Medium,0.07,0.35,0.68,0.7,0.97,0.45,0.63,0.54,0.15,0.46
+Customer Support,50746,12,Master's,0.95,0.87,0.95,High,0.54,0.24,0.19,0.14,0.45,0.02,0.45,0.99,0.67,0.76
+Doctor,104557,18,Master's,0.47,0.79,0.27,Low,0.18,0.46,0.59,0.51,0.83,0.23,0.38,0.79,0.53,0.4
+Doctor,131242,14,Bachelor's,0.75,1.47,0.21,Low,0.86,0.52,0.23,0.01,0.65,0.49,0.78,0.69,0.99,0.51
+Software Engineer,116949,11,High School,0.29,0.98,0.65,Medium,0.04,0.98,0.99,0.6,0.33,0.22,0.28,0.05,0.48,0.06
+Data Scientist,88204,14,PhD,0.5,0.84,0.55,Medium,0.84,0.06,0.97,0.1,0.51,0.56,0.14,0.92,0.47,0.14
+Doctor,45089,4,PhD,0.96,0.65,0.29,Low,0.09,0.22,0.44,0.99,0.49,0.55,0.69,0.97,0.78,0.22
+Teacher,83341,5,Master's,0.1,1.14,0.1,Low,0.26,0.89,0.33,0.57,0.4,0.07,0.36,0.41,0.9,0.32
+Construction Worker,126621,13,High School,0.55,0.88,0.73,High,0.77,0.93,0.95,0.67,0.41,0.48,0.66,0.82,0.37,0.92
+Retail Worker,128283,4,Bachelor's,0.53,1.46,0.93,High,0.7,0.32,0.22,0.08,0.71,0.5,0.57,0.47,0.48,0.57
+Lawyer,100446,9,High School,0.03,1.3,0.46,Medium,0.74,0.95,0.31,0.09,0.23,0.22,0.74,0.06,0.05,0.69
+Chef,107413,21,Bachelor's,0.7,0.85,0.48,Medium,0.56,0.69,0.24,0.84,0.72,0.23,0.97,0.66,0.45,0.16
+Research Scientist,106789,20,PhD,0.16,0.93,0.15,Low,0.72,0.19,0.82,0.33,0.44,0.77,0.63,0.31,0.39,0.31
+Chef,86193,3,High School,0.33,1.23,0.53,Medium,0.15,0.31,0.22,0.39,0.52,0.51,0.75,0.19,0.95,0.34
+Chef,102652,16,High School,0.69,1.31,0.45,Medium,0.75,0.88,0.77,0.03,0.83,0.77,0.67,0.76,0.98,0.43
+Mechanic,131038,25,PhD,0.58,1.23,0.39,Medium,0.26,0.23,0.69,0.35,0.41,0.71,0.97,0.16,0.06,0.19
+Retail Worker,55143,2,Master's,0.19,1.08,0.85,High,0.29,0.07,0.4,0.19,0.18,0.52,0.67,0.08,0.58,0.25
+Financial Analyst,112702,22,Bachelor's,0.81,1.31,0.45,Medium,0.57,0.79,0.06,0.61,0.84,0.37,0.46,0.7,0.07,0.39
+Customer Support,141459,26,PhD,0.02,0.7,0.8,High,0.2,0.6,0.45,0.04,0.28,0.02,0.36,0.26,0.69,0.31
+Graphic Designer,56107,24,High School,0.73,0.98,0.52,Medium,0.84,0.21,0.99,0.9,0.29,0.89,0.75,0.93,0.69,0.67
+Lawyer,98402,8,Bachelor's,0.47,0.7,0.43,Medium,0.98,0.09,0.72,0.17,0.01,0.5,0.16,0.97,0.2,0.19
+Security Guard,36005,14,High School,0.33,0.52,0.82,High,0.51,0.05,0.24,0.83,0.46,0.43,0.7,0.71,0.76,0.83
+Doctor,81038,25,Bachelor's,0.07,0.88,0.26,Low,0.08,0.58,0.7,0.48,0.26,0.33,0.07,0.29,0.04,0.73
+UX Researcher,96783,20,Bachelor's,0.63,1.16,0.49,Medium,0.16,0.01,0.34,0.75,0.96,0.43,0.37,0.45,0.43,0.63
+Nurse,101020,21,PhD,0.78,1.15,0.16,Low,0.95,0.71,0.43,0.45,0.82,0.44,0.52,0.29,0.84,0.52
+Lawyer,95217,16,Bachelor's,0.66,0.78,0.63,Medium,0.31,0.99,0.61,0.84,0.07,0.35,0.74,0.66,0.19,0.36
+UX Researcher,97323,19,Bachelor's,0.61,0.84,0.42,Medium,0.21,0.41,0.2,0.96,0.15,0.91,0.43,0.38,0.23,0.64
+Teacher,80049,19,Bachelor's,0.47,0.56,0.28,Low,0.98,0.43,0.61,0.45,0.32,0.08,0.46,0.82,0.02,0.58
+Nurse,48428,2,Master's,0.22,0.68,0.24,Low,0.26,0.19,0.38,0.39,0.87,0.62,0.41,0.53,0.95,0.11
+Teacher,85331,27,High School,0.96,1.46,0.09,Low,0.15,0.42,0.05,0.65,0.08,0.06,0.49,0.96,0.43,0.36
+Marketing Manager,35973,2,High School,0.53,0.88,0.45,Medium,0.19,0.51,0.44,0.27,0.16,0.31,0.51,0.06,0.15,0.95
+Software Engineer,67236,10,Master's,0.06,1.19,0.32,Medium,0.74,0.75,0.65,0.73,0.09,0.73,0.14,0.34,0.94,0.5
+Financial Analyst,112473,25,PhD,0.4,1.28,0.56,Medium,0.58,0.9,0.02,0.16,0.62,0.07,0.64,0.98,0.88,0.59
+Chef,138480,27,Bachelor's,0.12,0.95,0.47,Medium,0.34,0.0,0.89,0.78,0.65,0.13,0.38,0.92,0.62,0.6
+Data Scientist,73464,27,Master's,0.56,1.1,0.44,Medium,0.37,0.69,0.32,0.56,0.28,0.17,0.45,0.22,0.9,0.3
+Doctor,118060,19,Bachelor's,0.26,0.76,0.14,Low,0.92,0.39,0.82,0.2,0.05,0.78,0.54,0.5,0.27,0.07
+Software Engineer,76905,12,High School,0.87,0.62,0.67,Medium,0.27,0.53,0.07,0.43,0.13,0.05,0.97,0.73,0.72,0.09
+Data Scientist,101341,15,High School,0.85,0.51,0.42,Medium,1.0,0.43,0.89,0.33,0.53,0.85,0.61,0.73,0.23,0.16
+Security Guard,119314,26,Master's,0.49,1.3,0.79,High,0.56,0.8,0.24,0.88,0.95,0.04,0.06,0.09,0.78,0.19
+Customer Support,109455,26,PhD,0.44,1.34,0.9,High,0.96,0.25,0.23,0.03,0.41,0.46,0.96,0.83,0.17,0.8
+Software Engineer,96951,6,Master's,0.08,1.34,0.69,Medium,0.09,0.81,0.86,0.12,0.28,0.73,0.81,0.35,0.16,0.65
+Software Engineer,44057,5,High School,0.5,0.64,0.64,Medium,0.65,0.87,0.93,0.81,0.96,0.95,0.62,0.73,0.7,0.62
+Retail Worker,60185,28,High School,0.36,0.6,0.78,High,0.07,0.92,0.45,0.19,0.58,0.2,0.8,0.31,0.31,0.87
+Data Scientist,63797,24,Bachelor's,0.68,0.79,0.31,Medium,0.2,0.4,0.17,0.19,0.39,0.96,0.76,0.32,0.95,0.65
+HR Specialist,52792,6,High School,0.47,0.91,0.39,Medium,0.39,0.53,0.53,0.76,0.36,0.72,0.58,0.96,0.39,0.9
+AI Engineer,136827,15,High School,0.64,1.15,0.07,Low,0.95,0.11,0.56,0.33,0.43,0.61,0.91,0.46,0.99,0.59
+Nurse,34134,12,PhD,0.19,1.22,0.06,Low,0.48,0.15,0.43,0.75,0.46,0.16,0.25,0.37,0.07,0.58
+Security Guard,117463,19,High School,0.06,0.9,0.8,High,0.33,0.56,0.35,0.42,0.8,0.16,0.62,0.51,0.31,0.73
+AI Engineer,74597,12,High School,0.48,1.17,0.25,Low,0.97,0.63,0.87,0.0,0.53,0.21,0.09,0.53,0.75,0.41
+HR Specialist,40603,24,High School,0.49,0.94,0.42,Medium,0.38,0.35,0.65,0.12,0.09,0.66,0.55,0.43,0.15,0.41
+Teacher,106968,22,Master's,0.7,0.56,0.22,Low,0.24,0.32,0.2,0.78,0.65,0.61,0.67,0.24,0.44,0.63
+Graphic Designer,149700,26,PhD,0.79,0.79,0.61,Medium,0.44,0.67,0.46,0.95,0.18,0.68,0.58,0.17,0.07,0.8
+Doctor,77890,26,High School,0.19,1.48,0.23,Low,0.25,0.59,0.53,0.84,0.73,0.83,0.21,0.64,0.04,0.07
+Research Scientist,141930,5,Bachelor's,0.02,1.08,0.26,Low,0.38,0.04,0.71,0.93,0.72,0.58,0.23,0.02,0.69,0.23
+Financial Analyst,65976,2,Bachelor's,0.47,1.03,0.6,Medium,0.78,0.64,0.94,0.98,0.95,0.82,0.71,0.66,0.1,0.27
+Marketing Manager,81356,7,High School,0.14,0.94,0.36,Medium,0.9,0.81,0.07,0.25,0.82,0.8,0.95,1.0,0.98,0.41
+Nurse,129928,0,Bachelor's,0.76,0.8,0.25,Low,0.53,0.79,0.28,0.51,0.56,0.94,0.27,0.94,0.8,0.73
+Truck Driver,51625,1,Bachelor's,0.61,0.74,0.75,High,0.87,0.73,0.21,0.62,0.45,0.16,0.53,0.28,0.1,0.47
+Chef,118760,20,High School,0.05,0.9,0.4,Medium,0.03,0.13,0.14,0.18,0.8,0.44,0.15,0.1,0.3,0.8
+Software Engineer,111299,27,High School,0.16,0.9,0.52,Medium,0.03,0.63,0.4,0.01,0.67,0.71,0.63,0.34,0.53,0.39
+UX Researcher,94535,1,High School,0.7,0.71,0.41,Medium,0.57,0.45,0.74,0.38,0.86,0.43,0.04,0.02,0.65,0.54
+Truck Driver,116030,1,Master's,0.79,0.88,0.95,High,0.95,0.01,0.9,0.68,0.5,0.58,0.84,0.95,0.56,0.18
+Security Guard,90127,24,PhD,0.08,1.14,0.9,High,0.35,0.07,0.69,0.34,0.25,0.69,0.97,0.75,0.49,0.6
+Software Engineer,55577,7,High School,0.81,1.1,0.69,Medium,0.98,0.35,0.99,0.96,0.64,0.33,0.75,0.27,0.63,0.02
+Construction Worker,82573,24,High School,0.95,0.74,0.89,High,0.29,0.71,0.7,0.18,0.6,0.86,0.38,0.71,0.67,0.26
+Doctor,44703,3,PhD,0.56,0.86,0.09,Low,0.47,0.73,0.62,0.73,0.79,0.44,0.52,0.99,0.97,0.41
+Financial Analyst,66003,2,High School,0.77,1.15,0.42,Medium,0.49,0.04,0.19,0.42,0.83,0.48,0.59,0.87,0.31,0.7
+Research Scientist,44756,11,High School,0.2,0.86,0.29,Low,0.98,0.22,0.07,0.27,0.4,0.44,0.62,0.9,0.33,0.85
+Graphic Designer,45380,20,Bachelor's,0.04,1.0,0.32,Medium,0.39,0.9,0.24,0.71,0.3,0.04,0.56,0.83,0.41,0.62
+Truck Driver,139044,6,High School,0.19,1.23,0.83,High,0.75,0.49,0.13,0.57,0.49,0.52,0.88,0.89,0.45,0.46
+Data Scientist,114705,29,Master's,0.52,1.45,0.56,Medium,0.28,0.53,0.63,0.64,0.59,0.18,0.03,0.34,0.43,0.06
+Nurse,141375,16,PhD,0.34,1.41,0.09,Low,0.06,0.48,0.19,0.94,0.01,0.41,0.93,0.38,0.09,0.3
+Construction Worker,135454,16,PhD,0.19,0.97,0.91,High,0.87,0.05,0.16,0.28,0.59,0.36,0.84,0.72,0.1,0.62
+Research Scientist,55903,23,Master's,0.26,0.68,0.09,Low,0.62,0.56,0.18,0.99,0.42,0.1,0.12,0.58,0.98,0.57
+Retail Worker,55036,21,High School,0.44,0.94,0.83,High,0.7,0.37,0.86,0.03,0.44,0.51,0.61,0.28,0.43,0.48
+Financial Analyst,117309,8,PhD,0.77,1.24,0.44,Medium,1.0,0.85,0.26,0.2,0.31,0.45,0.85,0.78,0.85,0.27
+Software Engineer,100412,21,Bachelor's,0.28,0.61,0.57,Medium,0.14,0.67,0.65,0.81,0.14,0.78,1.0,0.85,0.75,0.66
+Financial Analyst,32414,16,Bachelor's,0.84,1.04,0.6,Medium,0.79,0.51,0.54,0.2,0.24,0.9,0.84,0.01,0.87,0.03
+Mechanic,140419,14,PhD,0.29,0.98,0.46,Medium,0.93,0.04,0.68,0.85,0.96,0.18,0.53,0.04,0.5,0.13
+Research Scientist,55976,17,Master's,0.11,1.01,0.18,Low,0.97,0.65,0.29,0.24,0.13,0.76,0.69,0.61,0.04,0.76
+Doctor,78787,25,Master's,0.96,1.09,0.13,Low,0.38,0.18,0.72,0.71,0.2,0.16,0.08,0.91,0.23,0.34
+Security Guard,104918,4,High School,0.41,1.21,0.92,High,0.18,0.69,0.35,0.98,0.3,0.01,0.52,0.15,0.04,0.7
+Retail Worker,118121,25,Master's,0.46,1.18,0.83,High,0.63,0.6,0.67,0.2,0.27,0.44,0.45,0.77,0.37,0.16
+Truck Driver,34847,10,PhD,0.21,1.23,0.82,High,0.71,0.42,0.89,0.98,0.67,0.86,0.51,0.93,0.83,0.99
+Retail Worker,100182,12,PhD,0.78,1.04,0.76,High,0.35,0.89,0.06,0.59,0.37,0.39,0.88,0.85,0.6,0.27
+Software Engineer,128757,14,PhD,0.41,0.85,0.34,Medium,0.54,0.3,0.66,0.32,0.43,0.05,0.99,0.51,0.02,0.54
+UX Researcher,129584,7,Bachelor's,0.77,1.2,0.36,Medium,0.66,0.77,0.57,0.89,0.28,0.24,0.87,0.63,0.0,0.35
+Construction Worker,59476,5,Master's,0.03,0.5,0.77,High,0.91,0.9,0.52,0.55,0.33,0.24,0.82,0.11,0.49,0.63
+Research Scientist,81880,3,Master's,0.52,1.08,0.24,Low,0.23,0.29,0.57,0.98,0.22,0.99,0.71,0.83,0.09,0.3
+AI Engineer,148283,25,Bachelor's,0.37,1.48,0.08,Low,0.56,0.01,0.71,0.2,0.13,0.34,0.77,0.11,0.23,0.01
+Lawyer,32393,24,PhD,0.59,1.22,0.56,Medium,0.14,0.59,0.13,0.4,0.57,0.56,0.12,0.03,0.8,0.73
+Retail Worker,35481,1,High School,0.13,1.39,0.89,High,1.0,0.25,0.49,0.24,0.62,0.12,0.13,0.07,0.69,0.49
+Data Scientist,137033,28,Bachelor's,0.88,1.24,0.48,Medium,0.98,0.46,0.11,0.99,0.02,0.55,0.31,0.5,0.56,0.24
+AI Engineer,49361,20,Master's,0.68,1.34,0.17,Low,0.83,0.78,0.67,0.45,0.27,0.86,0.65,0.8,0.55,0.17
+Teacher,59146,9,Bachelor's,0.04,1.43,0.1,Low,0.91,0.06,0.95,0.2,0.3,0.49,0.38,0.67,0.97,0.61
+Financial Analyst,113102,26,PhD,0.75,1.34,0.67,Medium,0.58,0.78,0.49,0.04,0.16,0.13,0.17,0.01,0.86,0.56
+UX Researcher,37769,22,PhD,0.41,0.96,0.33,Medium,0.27,0.85,0.74,0.56,0.48,0.26,0.47,0.6,0.71,0.17
+Customer Support,126939,9,High School,0.5,1.11,0.82,High,0.57,0.11,0.43,0.28,0.09,0.19,0.6,0.2,0.18,0.55
+Retail Worker,68226,11,PhD,0.79,1.41,0.85,High,0.41,0.73,0.26,0.08,0.34,0.3,0.68,0.55,0.14,0.91
+Customer Support,99516,21,PhD,0.46,1.44,0.72,High,0.79,0.36,0.7,0.93,0.52,0.02,0.03,0.33,0.78,0.29
+Security Guard,143645,26,Bachelor's,0.78,0.62,0.91,High,0.27,0.05,0.12,0.95,0.45,0.26,0.52,0.68,0.32,0.73
+Graphic Designer,134230,21,Master's,0.11,1.05,0.36,Medium,0.94,0.0,0.76,0.28,0.85,0.06,0.95,0.1,0.79,0.52
+Lawyer,53167,22,High School,0.28,1.34,0.38,Medium,0.72,0.45,1.0,0.61,0.1,0.42,0.07,0.29,0.34,0.85
+UX Researcher,52772,29,PhD,0.01,1.03,0.39,Medium,0.32,0.02,0.75,0.95,0.22,0.34,0.21,0.93,0.01,0.58
+Teacher,55354,29,Bachelor's,0.19,1.09,0.06,Low,0.81,0.27,0.99,0.92,0.73,0.5,0.77,0.13,0.31,0.03
+Lawyer,51942,7,Bachelor's,0.81,1.45,0.57,Medium,0.73,0.9,0.94,0.49,0.11,0.47,0.56,0.63,0.99,0.92
+HR Specialist,38152,6,High School,0.11,0.71,0.37,Medium,0.36,0.88,0.44,0.57,0.18,0.49,0.87,0.77,0.08,0.86
+Graphic Designer,134753,3,Master's,0.67,0.65,0.57,Medium,0.04,0.6,0.65,0.24,0.94,0.05,0.89,0.38,0.71,0.65
+HR Specialist,42061,5,High School,0.32,1.03,0.64,Medium,0.95,0.02,0.35,0.67,0.53,0.94,0.02,0.44,0.67,0.22
+HR Specialist,76350,12,High School,0.08,0.95,0.57,Medium,0.27,0.07,0.96,0.91,0.93,0.98,0.18,0.16,0.03,0.89
+Financial Analyst,99828,27,Bachelor's,0.63,1.43,0.53,Medium,0.13,0.18,0.13,0.31,0.38,0.8,0.19,0.73,0.49,1.0
+Graphic Designer,37084,11,Bachelor's,0.97,0.84,0.35,Medium,0.51,0.12,0.49,0.27,0.49,0.95,0.29,0.99,0.23,0.21
+Chef,112617,26,High School,0.84,1.25,0.59,Medium,0.28,0.02,0.16,0.35,0.97,0.92,0.2,0.73,0.58,0.05
+Security Guard,36486,5,Bachelor's,0.07,0.61,0.86,High,0.76,0.32,0.49,0.95,0.95,0.31,0.81,0.59,0.98,0.48
+Software Engineer,107925,19,PhD,0.77,1.0,0.62,Medium,0.26,0.12,0.43,0.94,0.5,0.64,0.62,0.13,0.39,0.71
+Mechanic,52474,27,Master's,0.17,0.91,0.34,Medium,0.24,0.38,0.54,0.23,0.23,0.78,0.96,0.32,0.69,0.26
+Truck Driver,48274,11,Bachelor's,0.67,1.3,0.71,High,0.6,0.53,0.29,0.26,0.58,0.71,0.03,0.57,0.17,0.14
+Marketing Manager,79696,28,PhD,0.31,0.94,0.44,Medium,0.65,0.47,0.96,0.35,0.74,0.26,0.51,0.55,0.33,0.47
+UX Researcher,82736,21,PhD,0.01,0.72,0.58,Medium,0.77,0.28,0.41,0.04,0.24,0.78,0.61,0.21,0.26,0.82
+Doctor,65539,9,Bachelor's,0.33,1.16,0.19,Low,0.46,0.9,0.22,0.74,0.16,0.62,0.87,0.46,0.72,0.82
+Marketing Manager,71135,9,Bachelor's,0.71,1.42,0.53,Medium,0.19,0.13,0.26,0.1,0.51,0.07,0.22,0.44,0.47,0.57
+Lawyer,107487,3,Bachelor's,0.05,0.58,0.32,Medium,0.42,0.04,0.75,0.22,0.94,0.49,0.45,0.78,0.71,0.61
+UX Researcher,146298,6,Bachelor's,0.64,1.04,0.54,Medium,0.68,0.17,0.3,0.74,0.16,0.34,0.67,0.94,0.08,0.52
+Chef,144571,22,Master's,0.38,0.68,0.56,Medium,0.76,0.25,0.71,0.45,0.28,0.52,0.38,0.23,0.76,0.8
+Software Engineer,112753,1,Master's,0.38,0.67,0.64,Medium,0.33,0.75,0.82,0.77,0.39,0.94,0.66,0.58,0.7,0.04
+Software Engineer,81716,26,Master's,0.88,0.66,0.47,Medium,0.41,0.36,0.56,1.0,0.26,0.7,0.76,0.58,0.1,0.57
+AI Engineer,46250,19,PhD,0.34,1.14,0.29,Low,0.8,0.69,0.97,0.17,0.77,0.41,0.36,0.52,0.03,0.31
+Doctor,102006,17,Bachelor's,0.14,0.84,0.25,Low,0.2,0.53,0.75,0.24,0.92,0.87,0.25,0.99,0.67,0.29
+Doctor,60837,5,Master's,0.67,1.11,0.23,Low,0.27,0.98,0.86,0.75,0.03,0.59,0.71,0.85,0.95,0.92
+Data Scientist,66742,3,High School,0.6,0.97,0.43,Medium,0.37,0.37,0.97,0.23,0.82,0.71,0.01,0.99,0.76,0.68
+Graphic Designer,119131,10,PhD,0.56,0.75,0.31,Medium,0.84,0.9,0.16,0.79,0.74,0.18,0.42,0.42,0.76,0.84
+Mechanic,107497,29,PhD,0.56,1.26,0.61,Medium,0.15,0.53,0.86,0.32,0.43,0.8,0.09,0.86,0.31,0.0
+HR Specialist,57788,14,PhD,0.68,0.82,0.35,Medium,0.62,0.22,0.68,0.84,0.12,0.44,0.44,0.63,0.33,0.42
+Mechanic,64712,19,PhD,0.65,0.78,0.62,Medium,0.67,0.65,0.42,0.96,0.27,0.58,0.31,0.74,0.05,0.05
+Financial Analyst,68319,6,Master's,0.43,0.84,0.54,Medium,0.7,0.2,0.19,0.96,0.59,0.39,0.8,0.53,0.24,0.21
+Retail Worker,67289,22,PhD,0.86,0.56,0.75,High,0.89,0.12,0.63,0.21,0.61,0.38,0.1,0.58,0.68,0.68
+UX Researcher,75040,4,Master's,0.5,1.02,0.55,Medium,0.69,0.65,0.59,0.16,0.21,0.26,0.92,0.76,0.55,0.25
+Truck Driver,120886,1,Bachelor's,0.9,1.39,0.73,High,0.8,0.45,0.32,0.74,0.61,0.78,0.07,0.32,0.32,0.33
+Financial Analyst,64118,5,PhD,0.28,0.94,0.45,Medium,0.74,0.6,0.65,0.21,0.33,0.02,0.11,0.27,0.07,0.6
+Graphic Designer,125381,13,High School,0.1,1.32,0.35,Medium,0.67,0.64,0.9,0.11,0.32,0.09,0.41,0.91,0.78,0.72
+Customer Support,62146,26,Master's,0.88,0.95,0.74,High,0.84,0.28,0.05,0.13,0.61,0.61,0.26,0.73,0.77,0.92
+Financial Analyst,60410,8,PhD,0.78,1.25,0.4,Medium,0.31,0.48,0.02,0.3,0.47,0.11,0.13,0.46,0.73,0.83
+Truck Driver,110449,21,High School,0.47,0.88,0.75,High,0.15,0.79,0.47,0.79,0.7,0.19,0.51,0.44,0.42,0.54
+Financial Analyst,142691,18,Master's,0.31,0.84,0.51,Medium,0.31,0.89,0.44,0.29,0.16,0.67,0.03,0.45,0.55,0.34
+Security Guard,33659,17,PhD,0.68,1.47,0.83,High,0.54,0.25,0.39,0.03,0.69,0.31,0.54,0.25,0.62,0.45
+Doctor,109911,9,PhD,0.94,1.21,0.12,Low,0.5,0.47,0.8,0.83,0.28,0.82,0.18,0.76,0.25,0.3
+Mechanic,117298,28,PhD,0.42,1.49,0.36,Medium,0.46,0.73,0.01,0.15,0.02,0.99,0.76,0.37,0.16,0.09
+Nurse,100114,14,PhD,0.98,1.17,0.14,Low,0.5,1.0,0.52,0.96,0.02,0.72,0.63,0.69,0.57,0.04
+Nurse,149401,18,High School,0.92,0.73,0.3,Low,0.68,0.44,0.92,0.79,0.43,0.07,0.87,0.77,0.79,0.74
+Lawyer,101160,3,High School,0.0,0.74,0.32,Medium,0.11,0.53,0.04,0.18,0.23,0.66,0.47,0.46,0.77,0.46
+Chef,66594,23,High School,0.65,0.65,0.55,Medium,0.85,0.12,0.9,0.08,0.35,0.61,0.56,0.1,0.8,0.97
+Chef,94043,5,PhD,0.9,1.06,0.67,Medium,0.18,0.79,0.06,0.88,0.67,0.37,0.19,0.82,0.6,0.36
+Nurse,110270,21,High School,0.83,0.84,0.07,Low,0.91,0.39,0.35,0.2,0.9,0.22,0.64,0.88,0.03,0.83
+Nurse,98393,29,High School,0.66,0.87,0.22,Low,0.25,0.02,0.95,0.02,0.82,0.17,0.39,0.82,0.21,0.87
+Nurse,104038,26,Master's,0.37,1.16,0.14,Low,0.35,0.73,0.31,0.2,0.81,0.81,0.5,0.53,0.7,0.51
+Lawyer,104088,11,PhD,0.99,0.65,0.54,Medium,0.89,0.69,0.88,0.34,0.27,0.85,0.39,0.71,0.15,0.76
+Marketing Manager,38290,27,PhD,0.27,0.99,0.58,Medium,0.01,0.64,0.54,0.22,0.75,0.3,0.28,0.47,0.68,0.93
+Research Scientist,86373,16,PhD,0.39,1.41,0.27,Low,0.2,0.38,0.56,0.85,0.53,0.97,0.8,0.95,0.73,0.88
+Chef,73532,24,Master's,0.25,0.73,0.65,Medium,0.08,0.41,0.82,0.81,0.14,0.49,0.48,0.32,0.92,0.65
+Nurse,132708,28,High School,0.07,0.89,0.26,Low,0.42,0.26,1.0,0.87,0.55,0.56,0.01,0.98,0.81,0.04
+Nurse,144846,21,PhD,0.35,1.03,0.2,Low,0.61,0.73,0.66,0.07,0.46,0.66,0.3,0.31,0.12,0.42
+Nurse,90254,8,Bachelor's,0.29,1.03,0.24,Low,0.01,0.9,0.39,0.87,0.04,0.15,0.32,0.35,0.85,0.01
+Nurse,51219,14,Bachelor's,0.84,0.79,0.26,Low,0.48,0.18,0.8,0.38,0.71,0.84,0.96,0.09,0.01,0.55
+Graphic Designer,114899,19,Master's,0.47,0.57,0.5,Medium,0.12,0.84,0.76,0.07,0.84,0.32,0.35,0.18,0.84,0.4
+Retail Worker,63275,20,PhD,0.97,0.76,0.93,High,0.3,0.83,0.66,0.86,0.98,0.87,0.4,0.81,0.71,0.06
+Graphic Designer,79662,18,High School,0.47,0.63,0.47,Medium,0.6,0.57,0.57,0.26,0.63,0.91,0.39,0.63,0.24,0.05
+Doctor,62158,20,High School,0.05,1.22,0.22,Low,0.37,0.41,0.92,0.01,0.56,0.92,0.91,0.58,0.38,0.1
+Research Scientist,103484,0,Master's,0.68,0.52,0.27,Low,0.59,0.05,0.24,0.59,0.04,0.78,0.92,0.96,0.73,0.86
+Doctor,116810,4,Master's,0.46,1.21,0.11,Low,0.11,0.76,0.96,0.58,0.48,0.53,0.48,0.44,0.95,0.48
+Security Guard,104035,19,Bachelor's,0.77,0.89,0.88,High,0.58,0.71,0.06,0.03,0.38,0.69,0.22,0.43,0.98,0.21
+Financial Analyst,83917,17,Master's,0.83,1.39,0.67,Medium,0.51,0.68,0.62,0.31,0.28,0.34,0.22,0.76,0.96,0.87
+UX Researcher,91752,29,PhD,0.05,1.26,0.46,Medium,0.82,0.78,0.63,0.26,0.1,0.25,0.51,0.98,0.06,0.2
+Retail Worker,120866,3,Bachelor's,0.3,1.36,0.73,High,0.96,0.91,0.89,0.17,0.33,0.8,0.81,0.71,0.45,0.31
+Security Guard,56974,6,High School,0.14,0.54,0.7,Medium,0.78,0.06,0.54,0.37,0.15,0.74,0.06,0.32,0.56,0.4
+Financial Analyst,130672,16,Bachelor's,0.93,1.43,0.47,Medium,0.39,0.31,0.86,0.57,0.09,0.85,0.53,0.42,0.34,0.1
+AI Engineer,58327,13,Master's,0.74,0.63,0.18,Low,0.56,0.17,0.43,0.65,0.28,0.33,0.12,0.41,0.58,0.12
+Doctor,63258,22,PhD,0.4,1.18,0.13,Low,0.57,0.61,0.69,0.76,0.14,0.97,0.84,0.56,0.89,0.38
+Lawyer,95777,27,PhD,0.73,1.44,0.36,Medium,0.64,0.81,0.91,0.28,0.13,0.25,0.58,0.92,0.58,0.92
+UX Researcher,105127,14,Bachelor's,0.6,0.52,0.43,Medium,0.06,0.32,0.06,0.17,0.41,0.51,0.22,0.73,0.59,0.69
+Teacher,64846,17,Bachelor's,0.73,1.44,0.11,Low,0.27,0.09,0.59,0.4,0.5,0.17,0.65,0.62,0.26,0.47
+Lawyer,89397,11,Bachelor's,0.77,0.73,0.65,Medium,0.07,0.41,0.08,0.92,0.04,0.15,0.92,0.58,0.8,0.02
+Teacher,148915,21,Bachelor's,0.98,1.08,0.26,Low,0.96,0.69,0.33,0.31,0.07,0.43,0.92,0.48,0.91,0.82
+Research Scientist,140554,16,High School,0.95,1.21,0.27,Low,0.75,0.7,0.72,0.72,0.38,0.42,0.29,0.15,0.46,0.9
+Financial Analyst,114153,28,PhD,0.06,1.31,0.67,Medium,0.83,0.73,0.15,0.35,0.57,0.08,0.11,0.93,0.7,0.28
+Graphic Designer,137526,27,PhD,0.8,0.83,0.44,Medium,0.34,0.5,0.7,0.77,0.39,0.66,0.72,0.3,0.1,0.89
+Nurse,126482,14,PhD,0.65,0.56,0.25,Low,0.57,0.85,0.97,0.96,0.86,0.01,0.89,0.08,0.85,0.28
+UX Researcher,124274,26,High School,0.49,0.63,0.67,Medium,0.32,0.19,0.48,0.04,0.25,0.07,0.13,0.11,0.87,0.93
+HR Specialist,48638,22,PhD,0.63,1.2,0.46,Medium,0.37,0.68,0.38,0.58,0.52,0.52,0.83,0.7,0.96,0.79
+Software Engineer,73162,6,High School,0.74,1.17,0.56,Medium,0.48,0.06,0.95,0.85,0.49,0.16,0.82,0.43,0.39,0.67
+Teacher,66105,28,High School,0.06,1.27,0.23,Low,0.59,0.34,0.16,0.1,0.0,0.21,0.41,0.24,0.31,0.39
+AI Engineer,48246,10,High School,0.72,0.99,0.05,Low,0.23,0.71,0.3,0.92,0.71,0.29,0.52,0.67,0.19,0.25
+Security Guard,86470,11,Master's,0.92,0.84,0.8,High,0.19,0.59,0.74,0.44,0.75,0.3,0.71,0.26,0.78,0.83
+Marketing Manager,136054,12,Bachelor's,0.22,1.19,0.52,Medium,0.99,0.36,0.77,0.37,0.4,0.11,0.24,0.16,0.16,0.01
+Retail Worker,109721,27,PhD,0.47,1.3,0.85,High,0.83,0.5,0.09,0.62,0.68,0.63,0.8,0.73,0.43,0.82
+Software Engineer,90475,2,Master's,0.12,1.04,0.59,Medium,0.55,0.95,0.1,0.72,0.82,0.7,0.39,0.39,0.59,0.4
+Truck Driver,48422,24,Master's,0.11,1.14,0.73,High,0.54,0.72,0.17,0.7,0.14,0.62,0.51,0.3,0.11,0.74
+Data Scientist,74380,15,Master's,0.33,0.71,0.41,Medium,0.43,0.18,0.96,0.11,0.99,0.84,0.42,0.74,0.67,0.21
+Chef,114999,10,Bachelor's,0.57,1.14,0.68,Medium,0.39,0.3,0.04,0.15,0.11,0.34,0.61,0.05,0.73,0.4
+Construction Worker,45224,6,High School,0.57,1.27,0.92,High,0.89,0.52,0.4,0.56,0.4,0.24,0.32,0.23,0.27,0.09
+Construction Worker,73302,10,High School,0.24,0.95,0.9,High,0.45,0.95,0.15,0.85,0.25,0.93,0.23,0.75,0.06,0.63
+Construction Worker,97743,7,Bachelor's,0.67,1.14,0.93,High,0.63,0.41,0.19,0.66,0.12,0.83,0.25,0.52,0.6,0.36
+Data Scientist,136974,26,Master's,0.25,0.53,0.68,Medium,0.32,0.71,0.51,0.67,0.11,0.52,0.39,0.45,0.97,0.14
+Graphic Designer,31987,7,High School,0.33,0.79,0.41,Medium,0.35,0.36,0.27,0.67,0.05,0.33,0.28,0.75,0.15,0.94
+Marketing Manager,102587,17,Bachelor's,0.37,0.7,0.41,Medium,0.76,0.48,0.16,0.05,0.23,0.95,0.85,0.44,0.48,0.9
+Doctor,56932,11,Bachelor's,0.38,0.63,0.25,Low,0.94,0.39,0.73,0.41,0.5,0.84,0.08,0.53,0.21,0.34
+Teacher,114371,3,PhD,0.03,1.09,0.12,Low,0.67,0.14,0.74,0.65,0.97,0.91,0.28,0.03,0.66,0.6
+Nurse,133027,2,Master's,0.12,1.08,0.28,Low,0.91,0.15,0.38,0.04,0.47,0.75,0.79,0.5,0.1,0.38
+Research Scientist,45353,0,PhD,0.66,1.29,0.22,Low,0.79,0.58,0.86,0.55,0.23,0.54,0.71,0.65,0.24,0.04
+Construction Worker,67970,19,PhD,0.98,0.68,0.82,High,0.64,0.88,0.76,0.91,0.6,0.87,0.26,0.43,0.84,0.33
+Data Scientist,57154,15,PhD,0.36,0.86,0.42,Medium,0.55,0.13,0.04,0.9,0.93,0.08,0.55,0.54,0.37,0.57
+Marketing Manager,115793,25,Bachelor's,0.49,1.26,0.51,Medium,0.32,0.58,0.64,0.66,0.62,0.66,0.31,0.45,0.67,0.75
+Truck Driver,43174,1,PhD,0.22,0.99,0.81,High,0.92,0.36,0.94,0.46,0.96,0.74,0.83,0.1,0.59,0.14
+Financial Analyst,88323,19,High School,0.62,1.23,0.32,Medium,0.53,0.57,0.08,0.5,0.71,0.05,0.76,0.58,0.83,0.22
+Data Scientist,123335,22,PhD,0.26,0.86,0.5,Medium,0.79,0.17,0.11,0.15,0.22,0.06,0.93,0.32,0.18,0.64
+Doctor,67877,22,PhD,0.36,1.01,0.17,Low,0.6,0.96,0.89,0.11,0.27,0.83,0.82,0.28,0.73,0.67
+Nurse,86779,14,PhD,0.2,1.39,0.22,Low,0.17,0.7,0.74,0.89,0.22,0.99,0.15,0.6,0.66,0.42
+Construction Worker,34650,3,PhD,0.03,0.54,0.81,High,0.66,0.39,1.0,0.2,0.01,0.19,0.89,0.15,0.48,0.42
+Lawyer,93884,3,PhD,0.05,1.16,0.44,Medium,0.93,0.85,0.4,0.99,0.05,0.79,0.43,0.43,0.17,0.51
+Lawyer,37317,0,High School,0.62,0.74,0.59,Medium,0.61,0.75,0.75,0.2,0.0,0.37,0.92,0.58,0.73,0.88
+Chef,123947,12,Master's,0.67,1.12,0.67,Medium,0.52,0.47,0.21,0.76,0.14,0.49,0.42,0.66,0.92,0.95
+Teacher,88524,9,High School,0.26,1.31,0.18,Low,0.45,0.71,0.6,0.97,0.58,0.47,0.54,0.81,0.61,0.65
+Nurse,44316,28,Master's,0.62,0.88,0.22,Low,0.66,0.01,0.47,0.74,0.5,0.78,0.45,0.98,0.29,0.09
+Retail Worker,112142,7,PhD,0.54,0.85,0.76,High,0.67,0.38,0.63,0.78,0.76,0.38,0.57,0.45,0.87,0.88
+Customer Support,124939,22,High School,0.09,0.67,0.79,High,0.56,0.66,0.33,0.67,0.94,0.65,0.16,0.58,0.54,0.87
+Customer Support,125756,16,High School,0.85,0.77,0.91,High,0.43,0.6,0.79,0.04,0.82,0.14,0.36,0.47,0.9,0.02
+Retail Worker,53255,21,Bachelor's,0.32,0.79,0.82,High,0.19,0.47,0.77,0.85,0.39,0.62,0.0,0.55,0.98,0.31
+Retail Worker,111808,4,High School,0.62,1.08,0.75,High,0.8,0.04,0.81,0.03,0.66,0.08,0.25,0.72,0.28,0.51
+Financial Analyst,142102,14,PhD,0.05,1.31,0.33,Medium,0.13,0.12,0.99,0.18,0.9,0.99,0.38,0.63,0.78,0.39
+Nurse,72690,5,High School,0.43,1.27,0.25,Low,0.23,0.17,0.92,0.04,0.73,0.05,0.84,0.91,0.3,0.07
+Customer Support,39304,25,High School,0.3,0.92,0.87,High,0.21,0.36,0.78,0.64,0.33,0.66,0.77,0.59,0.24,0.0
+HR Specialist,129581,3,PhD,0.82,1.2,0.33,Medium,0.59,0.82,0.39,0.2,0.59,0.83,0.05,0.6,0.64,0.6
+Software Engineer,69819,4,Master's,0.63,0.63,0.39,Medium,0.62,0.02,0.63,0.67,0.24,0.6,0.53,0.26,0.46,0.91
+Truck Driver,141925,23,Bachelor's,0.41,1.38,0.81,High,0.87,0.13,0.64,0.68,0.66,0.45,0.68,0.24,0.6,0.55
+Research Scientist,75805,19,Bachelor's,0.78,0.58,0.09,Low,0.47,0.89,0.58,0.84,0.52,0.79,0.33,0.82,0.4,0.56
+Construction Worker,67326,15,High School,0.92,1.2,0.91,High,0.21,0.07,0.34,0.52,0.8,0.4,0.27,0.37,0.7,0.34
+HR Specialist,69224,18,Bachelor's,0.17,1.25,0.54,Medium,0.23,0.75,0.45,0.68,0.66,0.11,0.84,0.68,0.78,0.45
+Data Scientist,132567,4,Bachelor's,0.0,1.2,0.52,Medium,0.21,0.23,0.81,0.5,0.7,0.45,0.24,0.97,0.57,0.13
+Teacher,129417,23,Master's,0.33,0.71,0.28,Low,0.88,0.2,0.35,0.76,0.21,0.59,0.7,0.65,0.71,0.71
+Mechanic,129652,28,High School,0.35,1.38,0.31,Medium,0.29,0.05,0.65,0.1,0.85,0.65,0.03,0.71,0.86,0.66
+Software Engineer,58498,10,Bachelor's,0.86,1.23,0.45,Medium,0.33,0.48,0.87,0.25,0.1,0.86,0.03,0.91,0.31,0.51
+Truck Driver,37816,17,Master's,0.9,1.25,0.93,High,0.68,0.18,0.31,0.49,0.61,0.93,0.38,0.7,0.96,0.15
+Lawyer,65074,22,Bachelor's,0.42,1.23,0.42,Medium,0.33,0.03,0.97,0.81,0.09,1.0,0.61,0.85,0.07,0.39
+Mechanic,46775,29,PhD,0.11,0.99,0.48,Medium,0.22,0.3,0.97,0.29,0.21,0.54,0.67,0.73,0.75,0.04
+Software Engineer,127095,14,High School,0.77,1.4,0.54,Medium,0.05,0.4,0.07,0.75,0.06,0.19,0.42,0.46,0.41,0.46
+AI Engineer,85124,18,Master's,0.37,1.05,0.13,Low,0.35,0.61,0.49,0.72,0.56,0.8,0.44,0.49,0.67,0.22
+Nurse,48224,22,Bachelor's,0.62,0.53,0.16,Low,0.6,0.97,0.88,0.28,0.51,0.06,0.24,0.77,0.12,0.26
+Chef,80421,9,High School,0.82,1.28,0.65,Medium,0.75,0.12,0.52,0.44,0.31,0.83,0.46,0.06,0.27,0.23
+Marketing Manager,149028,19,PhD,0.65,1.06,0.5,Medium,0.65,0.75,0.55,0.94,0.98,1.0,0.67,0.93,0.4,0.86
+Truck Driver,137919,29,High School,0.9,1.33,0.8,High,0.16,0.33,0.77,0.23,0.48,0.57,0.6,0.94,0.66,0.79
+Graphic Designer,129391,13,Master's,0.5,0.6,0.4,Medium,0.35,0.64,0.25,0.23,0.29,0.59,0.49,0.84,0.7,0.67
+Marketing Manager,105125,29,Master's,0.06,1.01,0.33,Medium,0.36,0.03,0.18,0.11,0.8,0.35,0.08,0.27,0.68,0.75
+UX Researcher,127071,20,Master's,0.66,0.81,0.41,Medium,0.81,0.98,0.77,0.52,0.44,0.54,0.46,0.5,0.2,0.9
+AI Engineer,109036,1,Master's,0.68,1.45,0.12,Low,0.08,0.83,1.0,0.58,0.06,0.78,0.07,0.54,0.28,0.92
+Security Guard,59000,5,Bachelor's,0.9,0.8,0.8,High,0.95,0.2,0.58,0.39,0.77,0.13,0.44,0.7,0.41,0.06
+Truck Driver,45529,22,High School,0.5,0.51,0.85,High,0.92,0.11,0.59,0.73,0.07,0.02,0.46,0.79,0.16,0.84
+Security Guard,124845,15,PhD,0.33,1.02,0.94,High,0.22,0.5,0.62,0.14,0.04,0.01,0.32,0.07,0.8,1.0
+Security Guard,135312,28,High School,0.43,0.53,0.73,High,0.32,0.39,0.94,0.4,0.5,0.25,0.0,0.9,0.08,0.96
+Nurse,95478,22,High School,0.6,1.5,0.08,Low,0.42,0.78,0.03,0.69,0.08,0.24,0.16,0.91,0.18,0.04
+Graphic Designer,71702,8,Bachelor's,0.35,0.91,0.35,Medium,0.75,0.6,0.36,0.17,0.59,0.78,0.31,0.03,0.21,0.68
+Retail Worker,123068,25,Master's,0.01,0.81,0.72,High,0.32,0.41,0.92,0.08,0.78,0.4,0.81,0.51,0.04,0.95
+Construction Worker,33911,13,Bachelor's,0.6,1.38,0.72,High,0.55,0.82,0.99,0.72,0.28,0.7,0.71,0.7,0.85,0.09
+Lawyer,121964,14,PhD,0.64,1.45,0.49,Medium,0.96,0.94,0.9,0.91,0.9,0.82,0.69,0.02,0.13,0.13
+Data Scientist,78229,16,Master's,0.12,1.42,0.57,Medium,0.31,0.79,0.49,0.14,0.88,0.34,0.7,0.29,0.5,0.82
+Construction Worker,66704,18,PhD,0.98,0.57,0.83,High,0.92,0.95,0.23,0.14,0.72,0.04,0.49,0.8,0.56,0.19
+Retail Worker,91295,20,Bachelor's,0.92,1.12,0.88,High,0.34,0.19,0.26,0.53,0.28,0.54,0.71,0.73,0.16,0.75
+Customer Support,114532,0,Bachelor's,0.01,0.56,0.86,High,0.38,0.15,0.04,0.16,0.96,0.73,0.53,0.94,0.62,0.73
+Research Scientist,129211,27,Master's,0.14,0.9,0.06,Low,0.22,0.07,0.39,0.84,0.38,0.83,0.66,0.51,0.24,0.92
+Nurse,36826,12,PhD,0.69,1.12,0.16,Low,0.24,0.43,0.87,0.84,0.94,0.31,0.39,0.02,0.94,0.33
+Nurse,113899,28,Master's,0.91,1.03,0.19,Low,0.18,0.5,0.92,0.56,0.26,0.03,0.34,0.57,0.04,0.61
+Chef,59407,0,Bachelor's,0.78,0.53,0.61,Medium,0.52,0.37,0.97,0.16,0.54,0.32,0.53,0.55,0.09,0.66
+Doctor,120389,28,Master's,0.77,0.59,0.12,Low,0.65,0.14,0.68,0.06,0.33,0.85,0.77,0.64,0.87,0.71
+Teacher,145796,23,PhD,0.98,1.19,0.2,Low,0.41,0.9,0.3,0.01,0.2,0.11,0.32,0.83,0.65,0.17
+Financial Analyst,44433,0,High School,0.5,1.01,0.44,Medium,0.86,0.32,0.09,0.3,0.72,0.66,0.19,0.11,0.66,0.68
+Construction Worker,120913,26,High School,0.97,1.17,0.93,High,0.13,0.98,0.03,0.53,0.29,0.81,0.22,0.01,0.41,0.06
+UX Researcher,128747,21,Bachelor's,0.64,0.79,0.4,Medium,0.16,0.14,0.53,0.68,0.45,0.12,0.65,0.56,0.38,0.33
+Mechanic,102593,22,Master's,0.15,0.84,0.32,Medium,0.44,0.6,0.94,0.63,0.62,0.37,0.13,0.45,0.6,0.72
+Teacher,57706,12,Master's,0.26,0.74,0.19,Low,0.57,0.22,0.59,0.35,0.64,0.29,0.59,0.77,0.98,0.91
+Security Guard,53665,21,High School,0.43,0.84,0.75,High,0.6,0.95,0.36,0.88,0.15,0.94,0.35,0.38,0.46,0.72
+HR Specialist,109133,24,PhD,0.48,1.02,0.31,Medium,0.3,0.35,0.56,0.56,0.71,0.72,0.24,0.77,0.02,0.72
+Data Scientist,74329,5,Master's,0.73,1.03,0.47,Medium,0.69,0.04,0.22,0.62,0.85,0.38,0.26,0.52,0.62,0.42
+Marketing Manager,37279,9,High School,0.52,0.54,0.39,Medium,0.45,0.7,0.22,0.98,0.32,0.53,0.02,0.88,0.79,0.2
+Chef,69323,9,High School,0.32,1.19,0.63,Medium,0.74,0.92,0.86,0.99,0.18,0.3,0.64,0.73,0.53,0.07
+Graphic Designer,81454,18,High School,0.96,0.91,0.39,Medium,0.02,0.24,0.7,0.91,0.09,0.55,0.7,0.28,0.57,0.72
+Construction Worker,80366,15,Master's,0.45,1.25,0.78,High,0.21,0.19,0.36,0.04,0.28,0.65,0.65,0.07,0.29,0.57
+Software Engineer,71476,0,PhD,0.42,1.21,0.3,Low,0.28,0.14,0.13,0.96,0.38,0.53,0.73,0.05,0.24,0.83
+Mechanic,122850,11,High School,0.37,0.87,0.6,Medium,0.3,0.12,0.26,0.39,0.05,0.48,0.74,0.51,0.07,0.44
+Software Engineer,80608,17,High School,0.06,0.56,0.45,Medium,0.19,0.93,0.58,0.29,0.7,0.37,0.13,0.24,0.64,0.05
+AI Engineer,92188,24,Master's,0.25,1.08,0.22,Low,0.31,0.69,0.34,0.63,0.63,0.28,0.64,0.38,0.34,0.29
+Marketing Manager,43606,29,High School,0.93,0.89,0.32,Medium,0.71,0.29,0.25,0.32,0.72,0.82,0.59,0.32,0.31,0.12
+Teacher,83568,29,PhD,0.64,0.53,0.22,Low,0.45,0.97,0.82,0.17,0.72,0.49,0.19,0.7,0.55,0.03
+UX Researcher,81638,21,High School,0.63,0.64,0.44,Medium,0.59,0.14,0.85,0.03,0.1,0.12,0.53,0.62,0.4,0.29
+Retail Worker,123309,25,High School,0.07,0.78,0.71,High,0.01,0.35,0.19,0.27,0.82,0.16,0.78,0.68,0.33,0.55
+Chef,64873,24,Master's,0.13,1.41,0.53,Medium,0.88,0.82,0.08,0.21,0.15,0.83,0.86,0.53,0.1,0.14
+Teacher,78179,18,Master's,0.93,0.7,0.05,Low,0.33,0.03,0.83,0.49,0.64,0.41,0.35,0.22,0.77,0.7
+Research Scientist,78139,11,Bachelor's,0.32,0.5,0.07,Low,0.62,0.51,0.43,0.83,0.5,0.38,0.16,0.82,0.58,0.09
+Teacher,43445,11,Bachelor's,0.43,1.31,0.28,Low,0.6,0.73,0.06,0.56,0.76,0.5,0.59,0.9,0.2,0.1
+Chef,31299,6,PhD,0.82,1.35,0.56,Medium,0.83,0.7,0.09,0.76,0.18,0.24,0.39,0.31,0.32,0.17
+Data Scientist,104263,4,High School,0.02,0.97,0.61,Medium,0.86,0.82,0.42,0.73,0.29,0.06,0.68,0.65,0.8,0.62
+Teacher,33250,2,Master's,0.88,0.59,0.28,Low,0.93,0.73,0.9,0.77,0.53,0.6,0.63,0.13,0.19,0.52
+Research Scientist,135050,21,Master's,0.96,1.01,0.15,Low,0.16,0.42,0.3,0.09,0.97,0.26,0.69,0.09,0.91,0.59
+HR Specialist,80029,23,Bachelor's,0.67,1.27,0.69,Medium,0.89,0.79,0.69,0.57,0.12,0.17,0.82,0.8,0.61,0.44
+Security Guard,34965,8,Bachelor's,0.33,0.92,0.82,High,0.93,0.11,0.52,0.37,0.99,0.86,0.44,1.0,0.51,0.17
+Doctor,148225,11,High School,0.23,1.14,0.28,Low,0.79,0.27,0.3,0.07,0.29,0.09,0.5,0.71,0.75,0.06
+UX Researcher,118458,27,Bachelor's,0.29,0.6,0.44,Medium,0.3,0.63,0.88,0.45,0.75,0.15,0.89,0.15,0.19,0.11
+Security Guard,105763,6,PhD,0.55,1.49,0.9,High,0.38,0.58,0.62,0.82,0.74,0.57,0.67,0.75,0.13,0.2
+Security Guard,99458,16,Bachelor's,0.85,0.91,0.94,High,0.22,0.42,0.38,0.93,0.29,0.47,0.19,0.52,0.86,0.3
+Nurse,34516,11,Bachelor's,0.91,0.57,0.24,Low,0.26,0.18,0.6,0.71,0.39,0.04,0.91,0.73,0.27,0.5
+Teacher,123606,9,Master's,0.34,1.02,0.18,Low,0.21,0.78,0.3,0.58,0.27,0.43,0.21,0.63,0.43,0.02
+Data Scientist,149359,0,PhD,0.47,0.68,0.53,Medium,0.41,0.65,0.95,0.53,0.79,0.75,0.92,0.21,0.83,0.91
+Financial Analyst,37509,28,Bachelor's,0.31,1.45,0.55,Medium,0.38,0.79,0.3,0.18,0.54,0.57,0.83,0.46,0.81,0.31
+Data Scientist,117178,4,PhD,0.21,0.89,0.64,Medium,0.22,0.81,0.28,0.03,0.11,0.75,0.26,0.65,0.7,0.35
+Marketing Manager,49060,0,Bachelor's,0.4,1.45,0.43,Medium,0.18,0.37,0.67,0.7,0.92,0.88,0.29,0.46,0.75,0.92
+Teacher,59235,11,High School,0.44,1.4,0.14,Low,0.48,0.9,0.8,0.24,0.32,0.35,0.91,1.0,0.77,0.48
+Teacher,79216,21,Bachelor's,0.7,0.89,0.21,Low,0.61,0.48,0.94,0.02,0.71,0.41,0.71,0.68,0.01,0.29
+Teacher,49789,20,Master's,0.17,1.23,0.11,Low,0.47,0.25,0.58,0.72,0.33,0.6,0.82,0.09,0.71,0.32
+Retail Worker,107171,21,High School,0.02,0.92,0.87,High,0.52,0.6,0.33,0.18,0.81,0.91,0.51,0.31,0.51,0.88
+Teacher,30443,21,PhD,0.86,0.83,0.23,Low,0.65,0.57,0.53,0.55,0.85,0.92,0.11,0.57,0.92,0.13
+Mechanic,105494,7,Bachelor's,0.09,0.61,0.66,Medium,0.45,0.69,0.14,0.02,0.89,0.57,0.02,0.99,0.49,0.48
+UX Researcher,45231,0,High School,0.01,1.07,0.55,Medium,0.3,0.73,0.38,0.72,0.14,0.91,0.88,0.15,0.94,0.56
+Truck Driver,116065,9,PhD,0.84,0.58,0.74,High,0.29,0.48,0.35,0.51,0.19,0.68,0.06,0.36,0.18,0.73
+Lawyer,102436,19,PhD,0.08,1.29,0.66,Medium,0.97,0.58,0.33,0.32,0.38,0.61,0.49,0.65,0.04,0.11
+HR Specialist,62256,25,PhD,1.0,1.25,0.4,Medium,0.95,0.21,0.73,0.12,0.65,0.76,0.86,0.73,0.92,0.52
+UX Researcher,61917,10,Master's,0.8,0.78,0.41,Medium,0.83,0.15,0.62,0.96,0.84,0.06,0.32,0.14,0.95,0.99
+Lawyer,62948,6,PhD,0.67,1.34,0.39,Medium,0.19,0.01,0.41,0.9,0.9,0.13,0.2,0.41,0.78,0.61
+Lawyer,138602,23,Master's,0.59,0.6,0.49,Medium,0.99,0.09,0.52,0.3,0.54,0.57,0.58,0.85,0.39,0.52
+Construction Worker,43322,3,PhD,0.79,0.76,0.9,High,0.27,0.01,0.15,0.99,0.32,0.11,0.12,0.31,0.04,0.51
+Retail Worker,143044,14,High School,0.52,0.64,0.81,High,0.6,0.06,0.4,0.3,0.24,0.6,0.59,0.63,0.16,0.29
+Construction Worker,128875,7,Bachelor's,0.54,0.96,0.78,High,0.79,0.09,0.97,0.12,0.77,0.37,0.87,0.07,0.37,0.34
+AI Engineer,130901,27,Master's,0.99,0.69,0.21,Low,0.54,0.15,0.17,0.99,0.45,0.13,0.21,0.27,0.51,0.34
+Teacher,138298,2,Master's,0.17,0.83,0.07,Low,0.89,0.2,0.76,0.35,0.47,0.29,0.7,0.84,0.29,0.24
+Construction Worker,86987,9,High School,0.2,1.14,0.72,High,0.62,0.51,0.11,0.65,0.45,0.22,0.35,0.49,0.09,0.96
+Construction Worker,48445,26,High School,0.1,1.32,0.78,High,0.6,0.28,0.73,0.72,0.55,0.24,0.25,0.38,0.15,0.34
+Retail Worker,44407,0,PhD,0.81,0.9,0.89,High,0.1,0.88,0.29,0.4,0.8,0.64,0.31,0.23,0.96,0.09
+Construction Worker,36934,3,PhD,0.67,1.11,0.88,High,0.73,0.86,0.92,0.78,0.23,0.46,0.64,0.54,0.16,0.59
+Software Engineer,131053,0,Master's,0.42,1.17,0.55,Medium,0.38,0.57,0.21,0.55,0.8,0.76,0.36,0.11,0.8,0.27
+Graphic Designer,48082,19,Master's,0.45,1.24,0.62,Medium,0.98,0.19,0.29,0.61,0.81,0.23,0.41,0.41,0.77,0.24
+AI Engineer,66738,18,High School,0.51,0.78,0.12,Low,0.02,0.69,0.78,0.03,0.59,0.78,0.38,0.43,0.36,0.32
+Teacher,125946,8,High School,0.17,0.94,0.29,Low,0.03,0.16,0.78,0.13,0.27,0.45,0.94,0.18,0.92,0.72
+Software Engineer,40037,25,Master's,0.72,0.53,0.34,Medium,0.33,0.07,0.99,0.58,0.49,0.79,0.98,0.96,0.79,0.38
+Truck Driver,77287,23,High School,0.1,0.5,0.7,Medium,0.94,0.93,0.67,0.73,0.51,0.24,0.91,0.28,0.74,0.25
+Construction Worker,33063,1,Master's,0.65,1.14,0.72,High,0.42,0.52,0.29,0.88,0.84,0.49,0.34,0.8,0.2,0.07
+Lawyer,140263,12,High School,0.04,0.99,0.4,Medium,0.69,0.65,0.54,0.35,0.85,0.71,0.27,0.5,0.16,0.33
+Marketing Manager,67932,9,Master's,0.22,1.2,0.4,Medium,0.94,0.31,0.35,0.59,0.59,0.58,0.57,0.31,0.43,0.59
+UX Researcher,53519,24,Bachelor's,0.25,1.2,0.67,Medium,0.76,0.08,0.47,0.44,0.34,0.49,0.44,0.01,0.24,0.21
+Data Scientist,100363,11,Bachelor's,0.17,0.57,0.38,Medium,0.85,0.8,0.44,0.88,0.23,0.58,0.14,0.83,0.13,0.03
+Nurse,58911,8,High School,0.9,0.63,0.13,Low,0.32,0.8,0.42,0.61,0.4,0.55,0.06,0.37,0.86,0.69
+HR Specialist,105253,19,High School,0.79,0.95,0.57,Medium,0.78,0.27,0.06,0.41,0.14,0.28,0.95,0.85,0.59,0.4
+Data Scientist,105650,5,Master's,0.57,1.03,0.61,Medium,0.93,0.33,0.21,0.4,0.44,0.04,0.86,1.0,0.92,0.86
+Nurse,99037,25,Bachelor's,0.91,1.19,0.09,Low,0.16,0.05,0.41,0.81,0.49,0.37,0.11,0.05,0.4,0.1
+Construction Worker,38715,26,Master's,0.4,1.0,0.75,High,0.68,0.42,0.09,0.64,0.36,0.05,0.95,0.57,0.48,0.86
+AI Engineer,44466,9,PhD,0.22,1.31,0.26,Low,0.05,0.71,0.06,0.59,0.67,0.37,0.88,0.8,0.93,0.31
+Customer Support,85432,0,Bachelor's,0.81,0.72,0.82,High,0.82,0.22,0.31,0.44,0.27,0.46,0.01,0.21,0.83,0.41
+Nurse,127557,13,Master's,0.89,1.32,0.19,Low,0.47,0.65,0.47,0.64,0.31,0.84,0.7,0.33,0.83,0.49
+Graphic Designer,104227,10,High School,0.08,1.2,0.65,Medium,0.81,0.66,0.14,0.09,0.35,0.85,0.96,0.24,0.76,0.57
+Retail Worker,64585,21,Bachelor's,0.54,1.31,0.77,High,0.9,0.24,0.08,0.16,0.84,0.42,0.8,0.53,0.48,0.81
+UX Researcher,140397,18,PhD,0.8,0.6,0.55,Medium,0.7,0.9,0.22,0.6,0.43,0.38,0.11,0.13,0.84,0.75
+Truck Driver,102620,8,Master's,0.83,0.58,0.86,High,0.87,0.84,0.37,0.75,0.43,0.84,0.53,0.76,0.08,0.59
+Doctor,123332,8,High School,0.61,1.2,0.28,Low,0.79,0.22,0.83,0.12,0.62,0.88,0.1,0.85,0.8,0.5
+Chef,120833,16,High School,0.82,0.68,0.59,Medium,0.65,0.06,0.02,0.35,0.69,0.33,0.67,0.67,0.81,0.1
+Financial Analyst,77131,13,High School,0.06,0.68,0.43,Medium,0.71,0.97,0.34,0.52,0.26,0.68,0.37,0.48,0.57,0.69
+Construction Worker,131298,25,High School,0.55,0.93,0.73,High,0.21,0.88,0.87,0.03,0.69,0.55,0.94,0.91,0.58,0.14
+Lawyer,58653,6,PhD,0.73,1.45,0.45,Medium,0.78,0.68,0.08,0.56,0.18,0.68,0.61,0.97,0.94,0.01
+Lawyer,83020,0,PhD,0.77,1.19,0.62,Medium,0.27,0.85,0.44,0.26,0.01,0.87,0.54,0.98,0.71,0.08
+Lawyer,141257,29,Bachelor's,0.02,1.06,0.44,Medium,0.64,0.54,0.26,0.16,0.4,0.99,0.44,0.75,0.06,0.38
+Data Scientist,33303,29,Master's,0.75,1.03,0.51,Medium,0.76,0.31,0.09,0.35,0.16,0.97,0.58,0.45,0.91,0.9
+Construction Worker,104519,27,High School,0.87,0.56,0.92,High,0.31,0.57,0.27,0.98,0.07,0.45,0.62,0.62,0.74,0.72
+AI Engineer,121751,12,Master's,0.23,0.87,0.15,Low,0.96,0.41,0.22,0.63,0.43,0.25,0.72,0.19,0.63,0.43
+HR Specialist,91557,13,Bachelor's,0.95,0.82,0.44,Medium,0.87,0.13,0.11,0.28,0.59,0.38,0.61,0.16,0.26,0.57
+Data Scientist,101452,2,High School,0.42,1.07,0.69,Medium,0.08,0.46,0.4,0.82,0.9,0.91,0.38,0.3,0.45,0.34
+Financial Analyst,70508,10,Master's,0.91,0.73,0.53,Medium,0.36,0.66,0.56,0.92,0.1,0.22,0.77,0.37,0.17,0.5
+Research Scientist,81238,18,Master's,0.04,0.79,0.25,Low,0.52,0.04,0.28,0.64,0.2,0.83,0.68,0.47,0.92,0.39
+HR Specialist,146084,22,High School,0.66,1.07,0.43,Medium,0.34,0.4,0.29,0.71,0.65,0.44,0.4,0.37,0.28,0.09
+Research Scientist,99619,27,High School,0.32,1.05,0.24,Low,0.4,0.94,0.83,0.98,0.88,0.62,0.6,0.13,0.72,0.6
+Retail Worker,49830,29,PhD,0.69,0.94,0.83,High,0.4,0.72,0.88,0.84,0.79,0.01,0.91,0.27,0.89,0.2
+Mechanic,70882,6,Master's,0.75,1.14,0.47,Medium,0.68,0.55,0.28,0.65,0.2,0.69,0.0,0.55,0.4,0.3
+Security Guard,124204,26,High School,0.65,1.47,0.91,High,0.72,0.48,0.39,0.03,0.36,0.85,0.38,0.46,0.27,0.27
+Construction Worker,84255,1,High School,0.61,0.95,0.85,High,0.55,0.8,0.75,0.77,0.5,0.35,0.93,0.05,0.15,0.42
+Financial Analyst,51566,14,PhD,0.01,1.22,0.52,Medium,0.48,0.42,0.52,0.16,0.11,0.29,0.71,0.59,0.48,0.57
+Graphic Designer,130461,4,High School,0.31,0.6,0.66,Medium,0.6,0.7,0.46,0.76,0.58,0.05,0.89,0.31,0.14,0.09
+Chef,80891,18,Bachelor's,0.7,1.2,0.67,Medium,0.35,0.56,0.62,0.98,0.31,0.96,0.15,0.76,0.63,0.82
+Construction Worker,127871,5,PhD,0.07,0.68,0.93,High,0.12,0.58,0.32,0.56,0.23,0.44,0.87,0.38,0.35,0.45
+Graphic Designer,112418,9,High School,0.59,1.46,0.34,Medium,0.12,0.7,0.67,0.25,0.81,0.13,0.93,0.2,0.08,0.34
+Doctor,54002,10,PhD,0.53,1.19,0.17,Low,0.66,0.36,0.03,0.97,0.82,0.07,0.45,0.64,0.19,0.58
+Security Guard,108391,9,Bachelor's,0.21,0.64,0.89,High,0.32,0.24,0.74,0.74,0.28,0.87,0.69,0.35,0.43,0.73
+Nurse,53474,11,PhD,0.47,1.15,0.18,Low,0.61,0.55,0.2,0.41,0.53,0.78,0.65,0.43,0.97,0.11
+Doctor,106286,1,Master's,0.34,0.73,0.21,Low,0.04,0.18,0.29,0.68,0.88,0.8,0.18,0.57,0.03,0.31
+Software Engineer,92520,7,PhD,0.46,0.65,0.48,Medium,0.2,0.39,0.49,0.35,0.94,0.56,0.84,0.76,0.66,0.5
+Security Guard,60210,29,Master's,0.61,0.86,0.73,High,0.44,0.74,0.96,0.37,0.54,0.85,0.33,0.14,0.28,0.9
+Research Scientist,109558,13,Bachelor's,0.82,1.31,0.1,Low,0.45,0.32,0.97,0.88,0.25,0.31,0.53,0.28,0.82,0.82
+UX Researcher,54559,20,Master's,0.69,1.05,0.44,Medium,0.84,0.86,0.05,0.4,0.03,0.84,0.18,0.67,0.36,0.82
+HR Specialist,85099,9,Bachelor's,0.32,0.82,0.43,Medium,0.79,0.71,0.32,0.49,0.08,0.83,0.27,0.89,0.6,0.57
+Software Engineer,68433,29,Master's,0.98,1.45,0.64,Medium,0.85,0.66,0.83,0.21,0.39,0.64,0.87,0.66,0.84,0.47
+Doctor,109791,2,PhD,0.98,0.65,0.28,Low,0.52,0.64,0.88,0.41,0.42,0.53,0.02,0.5,0.29,0.93
+Graphic Designer,149321,14,PhD,0.46,1.45,0.66,Medium,0.7,0.59,0.28,0.37,0.09,0.79,0.32,0.67,0.36,0.46
+Doctor,72048,27,Bachelor's,0.8,0.71,0.15,Low,0.13,0.08,0.6,0.19,0.06,0.9,0.53,0.13,0.05,0.12
+Data Scientist,132076,26,High School,0.67,1.14,0.36,Medium,0.63,0.4,0.46,0.8,0.33,0.15,0.87,0.21,0.29,0.71
+Retail Worker,105605,24,Master's,0.8,0.68,0.79,High,0.13,0.54,0.29,0.69,0.0,0.06,0.43,0.96,0.89,0.99
+Retail Worker,120811,25,Master's,0.05,0.81,0.87,High,0.14,0.3,0.06,0.47,0.21,0.09,0.41,0.35,0.54,0.75
+Truck Driver,115520,9,Master's,0.79,0.53,0.81,High,0.59,0.96,0.57,0.16,0.52,0.4,0.48,0.2,0.5,0.15
+Data Scientist,135341,14,High School,0.89,0.85,0.57,Medium,0.12,0.74,0.17,0.69,0.42,0.93,0.46,0.03,0.48,0.8
+Customer Support,116402,5,PhD,0.97,1.34,0.83,High,0.21,0.0,0.98,0.94,0.27,0.64,0.73,0.58,0.84,0.08
+HR Specialist,71503,10,High School,0.39,0.98,0.48,Medium,0.53,0.6,0.71,0.52,0.68,0.34,0.94,0.06,0.55,0.09
+Truck Driver,107366,29,Master's,0.26,1.44,0.7,Medium,0.39,0.78,0.19,0.82,0.86,0.71,0.21,0.27,0.17,0.18
+Teacher,132187,17,Bachelor's,0.86,1.03,0.13,Low,0.29,0.54,0.33,0.86,0.21,0.88,0.66,0.96,0.02,0.06
+Customer Support,71164,25,PhD,0.91,1.23,0.86,High,0.03,0.35,0.35,0.54,0.26,0.27,0.62,0.94,0.66,0.67
+Teacher,67624,17,High School,0.15,0.53,0.24,Low,0.44,0.43,0.23,0.51,0.44,0.35,0.44,0.38,0.94,0.98
+Retail Worker,144499,1,Master's,0.99,0.77,0.91,High,0.41,0.75,0.2,0.81,0.08,0.27,0.82,0.75,0.5,0.67
+Teacher,146585,29,High School,0.67,0.51,0.26,Low,0.52,0.94,0.48,0.43,0.45,0.36,0.17,0.84,0.39,0.53
+Doctor,115780,24,PhD,0.06,1.1,0.27,Low,0.49,0.16,0.12,0.9,0.7,0.97,0.08,0.9,0.85,0.89
+Teacher,140168,4,High School,0.55,1.0,0.13,Low,0.72,0.54,0.93,0.24,0.31,0.32,0.81,0.1,0.46,0.43
+Customer Support,113764,20,Master's,0.41,1.01,0.72,High,0.51,0.96,0.98,0.53,0.52,0.29,1.0,0.27,0.45,0.0
+Graphic Designer,114367,4,Bachelor's,0.07,1.24,0.52,Medium,0.57,0.29,0.81,0.0,0.33,0.66,0.91,0.23,0.54,0.54
+Nurse,54195,25,Master's,0.18,0.52,0.09,Low,0.98,0.21,0.94,0.21,0.93,0.65,0.11,0.58,0.32,0.38
+Doctor,98397,14,Master's,0.42,1.16,0.24,Low,0.33,0.92,0.94,0.04,0.01,0.43,0.59,0.28,0.26,0.68
+Teacher,114692,15,PhD,0.17,1.38,0.22,Low,0.36,0.68,0.11,0.47,0.17,0.04,0.34,0.15,0.63,0.67
+Lawyer,75814,5,Master's,0.02,1.29,0.3,Low,0.34,0.49,0.82,0.84,0.72,0.25,0.72,0.25,0.21,0.55
+AI Engineer,122079,12,Bachelor's,0.05,0.56,0.25,Low,0.86,0.6,0.43,0.85,0.73,0.58,0.32,0.2,0.42,0.29
+Chef,138165,26,PhD,0.52,0.67,0.62,Medium,0.15,0.48,0.75,0.49,0.36,0.47,0.85,0.99,0.63,0.79
+Data Scientist,130296,26,PhD,0.88,1.45,0.53,Medium,0.75,0.51,0.29,0.85,0.6,0.58,0.66,0.86,0.73,0.21
+Teacher,144547,28,High School,0.98,1.05,0.28,Low,0.81,0.67,0.35,0.3,0.64,0.43,0.8,0.76,0.31,0.7
+Teacher,85133,18,Master's,0.32,0.91,0.27,Low,0.36,0.29,0.35,0.21,0.54,0.15,0.82,0.23,0.6,0.13
+Retail Worker,127347,6,High School,0.82,1.27,0.88,High,0.83,0.1,0.68,0.27,0.79,0.96,0.9,0.11,0.37,0.36
+AI Engineer,82990,27,High School,0.1,0.88,0.3,Low,0.57,0.62,0.47,0.66,0.96,0.59,0.07,0.49,0.99,0.39
+Software Engineer,69379,26,Bachelor's,0.11,0.64,0.65,Medium,0.3,0.31,0.39,0.97,0.08,0.82,0.34,0.85,0.99,0.35
+Chef,128235,14,Bachelor's,0.14,1.26,0.36,Medium,0.26,0.2,0.36,0.07,0.86,0.86,0.41,0.61,0.64,0.75
+Mechanic,102181,17,Bachelor's,0.54,1.17,0.44,Medium,0.72,0.32,0.4,0.67,0.38,0.2,0.87,0.92,0.63,0.81
+UX Researcher,111839,29,High School,0.61,1.41,0.44,Medium,0.7,0.06,0.79,0.83,0.4,0.64,0.86,0.88,0.11,0.83
+Truck Driver,83242,19,High School,0.73,0.83,0.71,High,0.21,0.41,0.74,0.1,0.81,1.0,0.79,0.47,0.57,0.01
+Doctor,93611,13,Bachelor's,0.9,0.52,0.28,Low,0.11,0.13,0.18,0.8,0.48,0.15,0.69,0.94,0.57,0.1
+Software Engineer,38871,6,High School,0.8,1.13,0.67,Medium,0.55,0.06,0.4,0.66,0.38,1.0,0.41,0.55,0.23,0.15
+AI Engineer,78743,10,Master's,0.59,0.5,0.12,Low,0.64,0.81,0.31,0.65,0.27,0.69,0.7,0.13,0.67,0.33
+HR Specialist,107418,10,Bachelor's,0.5,0.95,0.61,Medium,0.08,0.79,0.11,0.21,0.52,0.46,0.99,0.59,0.33,0.9
+Security Guard,116472,13,Master's,0.27,0.99,0.93,High,0.71,0.68,0.73,0.66,0.76,0.19,0.18,0.36,0.85,0.71
+Chef,56025,28,High School,0.02,0.74,0.62,Medium,0.24,0.73,0.18,0.61,0.63,0.75,0.44,0.63,0.49,0.95
+Graphic Designer,51747,19,Bachelor's,0.67,0.99,0.57,Medium,0.82,0.69,0.62,0.85,0.9,0.39,0.17,0.82,0.21,0.93
+Data Scientist,117090,27,High School,0.92,1.09,0.61,Medium,0.4,0.99,0.23,0.26,0.05,0.94,0.46,0.67,0.69,0.87
+Doctor,65486,5,Bachelor's,0.56,1.21,0.24,Low,0.19,0.11,0.07,0.37,0.5,0.62,0.96,0.33,0.76,0.53
+Nurse,148871,17,High School,0.62,1.47,0.08,Low,0.51,0.05,0.32,0.62,0.84,0.73,0.46,0.91,0.3,0.75
+Research Scientist,72925,15,PhD,0.9,1.3,0.28,Low,0.21,0.67,0.74,0.74,0.5,0.01,0.26,0.32,0.85,0.84
+HR Specialist,50647,20,High School,0.02,0.81,0.35,Medium,0.15,0.29,0.07,0.24,0.96,0.31,0.16,0.72,0.83,0.31
+Nurse,134839,24,Master's,0.24,0.89,0.07,Low,0.67,0.82,0.66,0.42,0.29,0.41,0.42,0.67,0.93,0.07
+UX Researcher,94310,12,Bachelor's,0.91,0.62,0.37,Medium,0.31,0.56,0.13,0.2,0.9,0.11,0.4,0.76,0.89,0.34
+Construction Worker,67788,7,PhD,0.74,1.27,0.95,High,0.14,0.71,0.42,0.91,0.41,0.45,0.13,0.32,0.4,0.02
+Financial Analyst,87676,21,PhD,0.34,1.3,0.34,Medium,0.76,0.71,0.24,0.08,0.84,0.25,0.15,0.36,0.4,0.33
+Mechanic,73677,25,High School,0.88,1.37,0.46,Medium,0.96,0.68,0.83,0.5,0.16,0.89,0.49,0.97,0.25,0.99
+Customer Support,84012,8,PhD,0.37,1.09,0.87,High,0.72,0.48,0.08,0.5,0.33,0.66,0.18,0.39,0.97,0.09
+Software Engineer,67470,10,High School,0.09,0.66,0.54,Medium,0.44,0.55,0.88,0.82,0.89,0.62,0.49,0.46,0.74,0.52
+Lawyer,139055,22,Master's,0.14,0.86,0.33,Medium,0.24,0.66,0.01,0.6,0.77,0.17,0.18,0.03,0.51,0.65
+Research Scientist,31757,21,Bachelor's,0.39,0.95,0.25,Low,0.03,0.78,0.67,0.24,0.52,0.05,0.38,0.17,0.02,0.36
+Teacher,62964,18,High School,0.92,1.16,0.15,Low,1.0,0.28,0.19,0.46,0.5,0.35,0.7,0.18,0.51,0.5
+Chef,139276,15,PhD,0.93,1.16,0.42,Medium,0.69,0.25,0.97,0.82,0.43,0.78,0.41,0.07,0.71,0.4
+UX Researcher,124364,24,High School,0.31,1.34,0.57,Medium,0.85,0.29,0.46,0.82,0.64,0.36,0.51,1.0,0.74,0.61
+AI Engineer,30030,0,Master's,0.44,1.45,0.19,Low,0.33,0.09,0.38,0.57,0.7,0.88,0.94,0.1,0.6,0.67
+Retail Worker,54524,19,Bachelor's,0.55,0.83,0.72,High,0.07,0.76,0.62,0.72,0.69,0.13,0.15,0.25,0.4,0.94
+Financial Analyst,43733,7,Master's,0.26,0.56,0.57,Medium,0.63,0.68,0.26,0.52,0.36,0.82,0.07,0.28,0.6,0.21
+AI Engineer,92086,21,Master's,0.14,0.52,0.27,Low,0.33,0.16,0.17,0.89,0.65,0.96,0.8,0.77,0.5,0.82
+UX Researcher,134643,2,Bachelor's,0.83,1.26,0.57,Medium,0.33,0.63,0.51,0.46,0.99,0.5,0.03,0.63,0.73,0.89
+Software Engineer,136565,22,Bachelor's,0.02,0.62,0.36,Medium,0.21,0.8,0.31,0.31,0.76,0.41,0.06,0.59,0.13,0.57
+Customer Support,53784,28,PhD,0.93,0.57,0.78,High,0.65,0.32,0.45,0.02,0.69,0.88,0.98,0.83,0.03,0.65
+Truck Driver,129892,9,High School,0.94,1.4,0.95,High,0.86,0.55,0.71,0.96,0.58,0.84,0.94,0.57,0.16,0.16
+Chef,123497,20,Master's,0.48,0.98,0.55,Medium,0.48,0.97,0.29,0.87,0.1,0.6,0.65,0.77,0.5,0.2
+Customer Support,71147,16,PhD,0.27,0.92,0.83,High,0.63,0.85,0.91,0.46,0.09,0.8,0.48,0.55,0.6,0.67
+Marketing Manager,138131,20,Master's,0.95,1.44,0.62,Medium,0.89,0.05,0.85,0.07,0.75,0.17,0.36,0.18,0.44,0.41
+Financial Analyst,38168,1,Bachelor's,0.3,1.25,0.33,Medium,0.52,0.12,0.29,0.26,0.84,0.19,0.81,0.79,0.5,0.23
+HR Specialist,126017,20,Bachelor's,0.01,1.03,0.68,Medium,0.15,0.57,0.96,0.86,0.85,0.82,0.31,0.89,0.94,0.5
+Lawyer,106548,14,Master's,0.41,0.83,0.38,Medium,0.62,0.56,0.46,0.1,0.8,0.17,0.11,0.62,0.4,0.06
+Marketing Manager,64574,6,Master's,0.77,1.12,0.45,Medium,0.19,0.63,0.89,0.65,0.81,0.52,0.72,0.9,0.77,0.91
+Truck Driver,106334,15,High School,0.9,1.12,0.92,High,0.04,0.66,0.85,0.17,0.66,0.82,0.29,0.41,0.57,0.52
+Customer Support,50709,8,Master's,0.1,0.6,0.77,High,0.25,0.74,0.57,0.76,0.07,0.49,0.32,0.85,0.71,0.87
+Graphic Designer,72434,10,High School,0.72,1.04,0.63,Medium,0.51,0.54,0.05,0.67,0.27,0.02,0.07,0.96,0.35,0.87
+Marketing Manager,122192,28,Bachelor's,0.94,1.38,0.66,Medium,0.29,0.15,0.64,0.49,0.1,0.68,0.56,0.86,0.61,0.57
+Doctor,102399,28,Bachelor's,0.46,1.45,0.08,Low,0.45,0.66,0.43,0.28,0.29,0.23,0.34,0.87,0.51,0.24
+Construction Worker,52489,28,PhD,0.46,0.52,0.85,High,0.03,0.54,0.46,0.24,0.33,0.71,0.01,0.32,0.68,0.15
+Truck Driver,123995,6,Bachelor's,0.17,0.65,0.89,High,0.27,0.38,0.73,0.18,0.53,0.92,0.55,0.05,0.59,0.09
+Nurse,116090,21,PhD,0.85,0.51,0.07,Low,0.36,1.0,0.29,0.16,0.55,0.52,0.45,0.95,0.28,0.29
+HR Specialist,126190,21,High School,0.32,1.3,0.69,Medium,0.04,0.99,0.25,0.42,0.78,0.67,0.78,0.47,0.92,0.79
+Mechanic,132535,20,High School,0.95,1.46,0.47,Medium,0.65,0.81,0.82,0.01,0.63,0.97,0.23,0.8,0.53,0.22
+UX Researcher,84026,19,Master's,0.76,0.82,0.45,Medium,0.49,0.51,0.21,0.67,0.69,0.14,0.53,0.61,0.19,0.89
+Doctor,61171,13,Bachelor's,0.12,0.83,0.17,Low,0.01,0.03,0.06,0.54,0.34,0.89,0.56,0.76,0.69,0.52
+AI Engineer,140549,1,Bachelor's,0.87,1.03,0.17,Low,0.72,0.21,0.79,0.43,0.13,0.12,0.16,0.89,0.99,0.36
+Customer Support,120061,16,Master's,0.82,0.71,0.93,High,0.67,0.9,0.55,0.69,0.62,0.83,0.84,0.59,0.63,0.92
+Truck Driver,143357,22,Master's,0.66,0.51,0.73,High,0.86,0.08,0.21,0.23,0.6,0.58,0.29,0.21,0.76,0.94
+Software Engineer,74099,6,High School,0.13,1.14,0.62,Medium,0.79,0.72,0.89,0.22,0.11,0.62,0.82,0.58,0.96,0.8
+HR Specialist,101543,2,Master's,0.06,0.61,0.61,Medium,0.2,0.03,0.91,0.89,0.22,0.78,0.05,0.29,0.62,0.76
+Nurse,129691,18,High School,0.33,0.71,0.3,Low,0.67,0.41,0.08,0.6,0.64,0.82,0.29,0.98,0.44,0.3
+Teacher,111793,14,High School,0.53,1.3,0.19,Low,0.96,0.37,0.06,0.78,0.71,0.53,0.33,0.19,0.48,0.67
+Marketing Manager,33814,28,High School,0.32,0.63,0.49,Medium,0.79,0.97,0.5,0.17,0.68,0.76,0.07,0.85,0.83,0.47
+Chef,113395,29,Bachelor's,0.45,1.27,0.47,Medium,0.31,0.99,0.94,0.94,0.13,0.23,0.44,0.83,0.74,0.85
+Software Engineer,104892,28,Master's,0.78,0.76,0.41,Medium,0.35,0.3,0.25,0.75,0.03,0.73,0.82,0.07,0.06,0.29
+Marketing Manager,134560,4,PhD,0.58,1.18,0.55,Medium,0.36,0.5,0.64,0.12,0.23,0.89,0.34,0.8,0.25,0.04
+HR Specialist,46585,15,Bachelor's,0.89,1.32,0.4,Medium,0.91,0.48,0.05,0.03,0.49,0.55,0.08,0.92,0.72,0.8
+Graphic Designer,65878,27,High School,0.66,0.89,0.57,Medium,0.98,0.65,0.34,0.29,0.96,0.19,0.81,0.47,0.44,0.75
+Retail Worker,144742,13,PhD,0.78,0.66,0.8,High,0.42,0.1,0.44,0.81,0.3,0.43,0.96,0.03,0.59,0.74
+Chef,108074,18,Bachelor's,0.72,1.23,0.32,Medium,0.53,0.78,0.09,0.01,0.81,0.71,0.41,0.94,0.77,0.97
+Chef,135178,27,High School,0.48,1.25,0.57,Medium,0.81,0.79,0.15,0.23,0.27,0.82,0.81,0.5,0.58,0.83
+Research Scientist,38794,6,PhD,0.05,0.98,0.28,Low,0.79,0.37,0.06,0.64,0.83,0.66,0.43,0.12,0.91,0.28
+Research Scientist,87364,18,Bachelor's,0.82,1.48,0.22,Low,0.62,0.32,0.02,0.19,0.58,0.15,0.88,0.19,0.52,0.51
+Truck Driver,41853,17,Bachelor's,0.33,1.37,0.81,High,0.7,0.64,0.12,0.62,0.55,0.9,0.88,0.15,0.08,0.29
+UX Researcher,73280,28,Master's,0.02,1.17,0.54,Medium,0.65,0.22,0.23,0.43,0.1,0.07,0.09,0.57,0.4,0.29
+Mechanic,130854,10,Master's,0.21,0.91,0.38,Medium,0.7,0.12,0.95,0.09,0.94,0.83,0.68,0.91,0.14,0.18
+Mechanic,100286,28,High School,0.24,0.81,0.53,Medium,0.03,0.38,0.25,0.61,0.99,0.52,0.43,0.37,0.78,0.07
+Construction Worker,129646,20,Bachelor's,0.42,0.81,0.94,High,0.94,0.64,0.02,0.75,0.34,0.39,0.16,0.52,0.74,0.27
+Software Engineer,82445,25,Bachelor's,0.19,0.57,0.56,Medium,0.85,0.95,0.77,0.2,0.98,0.92,0.16,0.56,0.56,0.44
+UX Researcher,86152,11,Master's,0.21,1.17,0.61,Medium,0.2,0.82,0.96,0.62,0.78,0.53,0.6,0.01,0.52,0.58
+Truck Driver,45485,4,PhD,0.17,0.74,0.89,High,0.17,0.42,0.25,0.55,0.99,0.85,0.27,0.37,0.92,0.9
+Security Guard,53953,29,Master's,0.83,0.8,0.84,High,0.01,1.0,0.76,0.24,0.68,0.29,0.09,0.43,0.61,0.09
+Chef,48027,3,Bachelor's,0.51,1.13,0.4,Medium,0.02,0.32,0.4,0.64,0.93,0.2,0.69,0.1,0.19,0.51
+Doctor,45265,15,PhD,0.86,1.24,0.05,Low,0.68,0.82,0.53,0.97,0.0,0.82,0.33,0.65,0.69,0.31
+Security Guard,39160,26,PhD,0.1,0.66,0.92,High,0.12,0.38,0.73,0.79,0.95,0.79,0.84,0.95,0.55,0.34
+Security Guard,100717,16,High School,0.16,0.57,0.9,High,0.95,0.44,0.16,0.5,0.39,0.37,0.63,0.17,0.38,0.87
+HR Specialist,117275,27,High School,0.06,1.01,0.34,Medium,0.96,0.24,0.93,0.83,0.55,0.34,0.86,0.15,0.18,0.22
+Security Guard,73496,25,PhD,0.31,1.49,0.75,High,0.81,0.1,0.35,0.24,0.98,0.03,0.72,0.25,0.81,0.31
+Lawyer,95635,1,PhD,0.27,0.91,0.59,Medium,0.1,0.76,0.11,0.91,0.28,0.58,0.12,0.27,0.4,0.49
+Software Engineer,57762,7,Bachelor's,0.89,0.51,0.61,Medium,0.47,0.52,0.21,0.61,0.54,0.16,0.24,0.07,0.07,0.01
+Teacher,95888,15,High School,0.68,0.82,0.14,Low,0.13,0.58,0.34,0.68,0.74,0.58,0.28,0.51,0.25,0.9
+Retail Worker,84150,23,Bachelor's,0.97,1.05,0.78,High,0.1,0.54,0.86,0.87,0.6,0.39,0.65,0.76,0.41,0.48
+Mechanic,87026,4,Master's,0.88,1.29,0.31,Medium,0.12,0.85,0.83,0.39,0.58,0.91,0.91,0.78,0.21,0.73
+Teacher,133992,1,High School,0.89,0.65,0.22,Low,0.61,0.78,0.55,0.06,0.71,0.38,0.32,0.99,0.59,0.71
+Software Engineer,115847,18,Bachelor's,0.77,1.25,0.56,Medium,1.0,0.46,0.71,0.8,0.38,0.46,0.97,0.03,0.34,0.49
+Data Scientist,30645,4,High School,0.9,0.79,0.4,Medium,0.82,0.28,0.66,0.82,0.79,0.78,0.09,0.08,0.31,0.04
+Teacher,40704,23,PhD,0.39,1.06,0.12,Low,0.49,0.33,0.2,0.65,0.67,0.83,0.87,0.7,0.69,0.06
+Lawyer,62256,7,Bachelor's,0.81,0.73,0.44,Medium,0.15,0.2,0.78,0.26,0.45,0.15,0.68,0.73,0.36,0.78
+Software Engineer,64224,11,High School,0.69,1.23,0.69,Medium,0.23,0.09,0.26,0.12,0.17,0.33,0.41,0.9,0.2,0.97
+Chef,43167,11,Master's,0.88,1.43,0.6,Medium,0.79,0.44,0.51,0.93,0.38,0.04,0.76,0.57,0.81,0.08
+Chef,99459,6,High School,0.25,1.4,0.34,Medium,0.84,0.09,0.03,0.24,0.33,0.63,0.13,0.44,0.2,0.86
+Retail Worker,90628,24,Master's,0.36,1.13,0.93,High,0.87,0.9,0.06,0.84,0.78,0.9,0.31,0.91,0.4,0.63
+UX Researcher,95162,25,PhD,0.43,1.05,0.44,Medium,0.79,0.63,0.69,0.23,0.97,0.66,0.2,0.75,0.17,0.06
+Nurse,144009,2,Master's,0.55,0.69,0.14,Low,0.95,0.29,0.16,0.99,0.3,0.68,0.23,0.55,0.39,0.96
+Nurse,53978,11,PhD,0.58,1.44,0.3,Low,0.1,0.83,0.38,0.59,0.38,0.4,0.16,0.57,0.55,0.19
+HR Specialist,85419,21,High School,0.97,1.21,0.49,Medium,0.92,0.58,0.14,0.55,0.18,0.77,0.97,0.36,0.43,0.42
+Data Scientist,123004,16,Bachelor's,0.79,1.12,0.33,Medium,0.84,0.19,0.98,0.38,0.62,0.08,0.34,0.8,0.48,0.9
+Software Engineer,47874,25,Bachelor's,0.93,1.48,0.48,Medium,0.57,0.83,0.22,0.86,0.59,0.73,0.08,0.77,0.31,0.81
+Software Engineer,149318,17,High School,0.27,1.45,0.61,Medium,0.99,0.36,0.65,0.61,0.69,0.04,0.29,0.91,0.42,0.96
+Mechanic,39413,1,Master's,1.0,1.2,0.61,Medium,0.4,0.91,0.55,0.68,0.09,0.63,0.88,0.18,0.74,0.03
+Research Scientist,137541,1,Master's,0.98,0.85,0.08,Low,0.66,0.03,0.48,0.27,0.47,0.02,0.05,0.02,0.62,0.56
+Data Scientist,45890,19,PhD,0.59,0.6,0.43,Medium,0.6,0.01,0.04,0.68,0.89,0.86,0.17,0.91,0.7,0.72
+Marketing Manager,137747,8,High School,0.72,1.21,0.54,Medium,0.36,0.81,0.94,0.87,0.24,0.45,0.34,0.71,0.83,0.22
+Research Scientist,72582,22,Master's,0.68,0.72,0.14,Low,0.1,0.6,0.17,0.69,0.74,0.48,0.09,0.61,0.37,0.95
+Graphic Designer,124964,2,PhD,0.07,1.14,0.61,Medium,0.16,0.45,0.74,0.02,0.03,0.68,0.73,0.85,0.4,0.39
+Doctor,64091,8,Master's,0.26,0.84,0.09,Low,0.4,0.9,0.22,0.68,0.14,0.35,0.32,0.94,0.43,0.69
+Truck Driver,95707,29,Bachelor's,0.14,1.44,0.79,High,0.04,0.3,0.34,0.09,0.62,0.35,0.63,0.01,0.98,0.17
+Doctor,82892,1,Master's,0.92,1.31,0.22,Low,0.03,0.53,0.65,0.76,0.47,0.95,0.24,0.07,0.33,0.66
+Data Scientist,51946,13,High School,0.74,0.61,0.65,Medium,0.28,0.21,0.61,0.21,0.51,0.41,0.23,0.29,0.43,0.35
+Customer Support,92294,11,Master's,0.74,0.67,0.86,High,0.68,0.8,0.85,0.16,0.14,0.61,0.76,0.27,0.53,0.77
+Teacher,101022,17,PhD,0.65,0.58,0.06,Low,0.39,0.03,0.9,0.02,0.03,0.17,0.63,0.54,0.66,0.89
+Chef,116377,14,PhD,0.04,1.26,0.62,Medium,0.05,0.24,0.77,0.38,0.47,0.82,0.09,0.68,0.21,0.06
+Mechanic,125614,8,High School,0.12,1.25,0.38,Medium,0.05,0.1,0.84,0.37,0.3,0.49,0.63,0.04,0.9,0.96
+UX Researcher,70577,22,Master's,0.41,1.38,0.47,Medium,0.86,0.03,0.49,0.95,0.25,0.27,0.63,0.93,0.2,0.92
+Lawyer,70214,21,Master's,0.99,1.24,0.57,Medium,0.81,0.18,0.95,0.17,0.03,0.7,0.18,0.76,0.8,0.24
+Marketing Manager,115416,29,Bachelor's,0.5,1.39,0.64,Medium,0.12,0.96,0.26,0.35,0.15,0.38,0.64,0.51,0.83,0.64
+HR Specialist,138176,7,Master's,0.56,0.56,0.53,Medium,0.39,0.1,0.31,0.9,0.59,0.9,0.41,0.98,0.36,0.76
+Truck Driver,88744,15,High School,0.11,1.33,0.89,High,0.82,0.3,0.7,0.22,0.01,0.87,0.52,0.98,0.39,0.96
+Chef,55759,24,Master's,0.51,0.8,0.63,Medium,0.83,0.42,0.73,0.45,0.74,0.99,0.26,0.63,0.38,0.55
+Security Guard,37589,18,Bachelor's,0.5,0.95,0.9,High,0.05,0.09,0.02,0.69,0.53,0.88,0.5,0.22,0.81,0.29
+Truck Driver,119485,21,High School,0.25,0.67,0.82,High,0.05,0.04,0.5,0.22,0.01,0.3,0.48,0.39,0.14,0.58
+Security Guard,55090,8,Bachelor's,0.68,0.89,0.73,High,0.5,0.89,0.47,0.2,0.09,0.94,0.74,0.31,0.3,0.9
+Chef,102889,19,High School,0.54,1.21,0.46,Medium,0.04,0.23,0.9,0.52,0.82,0.56,0.94,0.91,0.48,0.32
+Chef,93282,29,Master's,0.67,1.0,0.63,Medium,0.18,0.33,0.69,0.25,0.44,0.96,0.63,0.95,0.72,0.72
+Teacher,40892,19,PhD,0.5,0.83,0.14,Low,0.26,0.06,0.79,0.62,0.83,0.5,0.98,0.96,0.27,0.39
+Data Scientist,132524,8,High School,0.78,1.41,0.56,Medium,0.48,0.38,0.42,0.85,0.98,0.05,0.58,0.52,0.38,0.85
+Teacher,56006,13,Master's,0.47,0.52,0.25,Low,0.11,0.46,0.58,0.71,0.41,0.74,0.13,0.65,0.83,0.89
+Truck Driver,60805,20,Bachelor's,0.31,0.66,0.79,High,0.54,0.2,0.95,0.9,0.03,0.56,0.79,0.25,0.52,0.41
+Lawyer,86121,28,Master's,0.61,1.49,0.45,Medium,0.55,0.33,0.88,0.86,0.18,0.9,0.15,0.1,0.65,0.39
+Data Scientist,70344,14,High School,0.65,0.55,0.42,Medium,0.46,0.27,0.05,0.09,0.8,0.91,0.15,0.25,0.65,0.95
+Truck Driver,62185,5,High School,0.87,0.59,0.76,High,0.09,0.1,0.52,0.69,0.79,0.7,0.36,0.56,0.93,0.39
+HR Specialist,133060,9,High School,0.52,0.8,0.4,Medium,0.78,0.89,0.5,0.78,0.19,0.55,0.64,0.49,0.12,0.73
+Doctor,149756,8,High School,0.64,0.67,0.07,Low,0.3,0.04,0.84,0.7,0.56,0.89,0.11,0.71,0.15,0.06
+Retail Worker,31981,7,Master's,0.95,0.94,0.71,High,0.58,0.2,0.01,0.76,0.15,0.94,0.59,0.09,0.22,0.61
+UX Researcher,66443,3,High School,0.53,1.3,0.62,Medium,0.7,0.89,0.2,0.18,0.8,0.32,0.51,0.74,0.4,0.13
+Construction Worker,89434,5,PhD,0.82,0.51,0.84,High,0.47,0.26,0.16,0.19,0.72,0.54,0.98,0.24,0.96,0.52
+Nurse,73159,20,Bachelor's,0.02,0.56,0.08,Low,0.34,0.12,0.43,0.18,0.78,0.87,0.39,0.51,0.95,0.54
+Data Scientist,103298,14,Master's,0.14,1.36,0.5,Medium,0.02,0.97,0.97,0.38,0.95,0.14,0.68,0.19,0.25,0.78
+Teacher,65357,3,Bachelor's,0.01,0.91,0.11,Low,0.68,0.19,0.84,0.27,0.39,0.3,0.64,0.1,0.48,0.33
+Teacher,86735,6,High School,0.07,1.33,0.09,Low,0.09,0.2,0.1,0.52,0.99,0.03,0.46,0.39,0.34,0.33
+Lawyer,131977,0,Master's,0.02,1.27,0.4,Medium,0.38,0.42,0.3,0.09,0.11,0.3,0.82,0.13,0.74,0.29
+Nurse,79684,7,Master's,0.43,0.67,0.3,Low,0.18,0.57,0.57,0.37,0.95,0.84,0.83,0.97,0.46,0.1
+Research Scientist,90273,25,Bachelor's,0.38,0.69,0.17,Low,0.93,0.17,0.85,0.42,0.14,0.85,0.97,0.29,0.3,0.39
+Customer Support,85547,1,PhD,0.01,0.72,0.88,High,0.41,0.33,0.87,0.92,0.95,0.27,0.91,0.74,0.15,0.61
+Lawyer,117429,26,PhD,0.63,0.72,0.4,Medium,0.79,0.69,0.88,0.4,0.55,0.74,0.97,0.99,1.0,0.89
+Research Scientist,40208,23,Bachelor's,0.01,1.2,0.11,Low,0.06,0.7,0.76,0.66,0.37,0.51,0.93,0.73,0.5,0.59
+Construction Worker,74056,23,Bachelor's,0.39,0.6,0.78,High,0.42,0.27,0.53,0.3,0.1,0.19,0.92,0.63,0.31,0.37
+AI Engineer,53553,8,Bachelor's,0.67,1.08,0.28,Low,0.63,0.91,0.01,0.89,0.72,0.17,0.26,0.54,0.12,0.79
+Retail Worker,54287,4,High School,0.3,0.57,0.95,High,0.25,0.07,0.33,0.97,0.79,0.48,0.31,0.42,0.02,0.72
+HR Specialist,48803,27,PhD,0.52,1.07,0.3,Low,0.98,0.3,0.08,0.85,0.15,0.02,0.49,0.13,0.98,0.01
+Teacher,113192,28,High School,0.83,0.74,0.28,Low,0.31,0.07,0.01,0.28,0.47,0.0,0.58,0.33,0.39,0.26
+Teacher,128740,9,Bachelor's,0.23,0.63,0.27,Low,0.39,0.08,0.23,0.31,0.77,0.02,0.48,0.41,0.97,0.18
+Mechanic,38996,20,Master's,0.2,1.05,0.52,Medium,0.08,0.46,0.46,0.32,0.28,0.22,0.01,0.0,0.59,0.29
+Graphic Designer,79210,8,High School,0.68,1.03,0.67,Medium,0.83,0.73,0.13,0.67,0.69,0.76,0.26,0.64,0.62,0.39
+Nurse,134439,13,Bachelor's,0.09,1.14,0.2,Low,0.21,0.82,0.87,0.21,0.08,0.6,0.48,0.43,0.76,0.97
+Mechanic,41135,22,Bachelor's,0.01,1.1,0.56,Medium,0.83,0.2,0.52,0.45,0.66,0.06,0.88,0.51,0.88,0.34
+Graphic Designer,110709,6,High School,0.96,1.44,0.68,Medium,0.04,0.4,0.06,0.31,0.17,0.62,0.78,0.51,0.8,0.01
+UX Researcher,78416,13,Bachelor's,0.18,0.96,0.48,Medium,0.87,0.97,0.26,0.07,0.65,0.5,0.57,0.05,0.78,0.23
+AI Engineer,57309,7,Bachelor's,0.23,1.45,0.09,Low,0.73,0.25,0.42,1.0,0.1,0.88,0.95,0.7,0.01,0.82
+AI Engineer,67542,17,PhD,0.98,1.34,0.16,Low,0.69,0.49,0.35,0.63,0.77,0.64,0.83,0.18,0.37,0.31
+Lawyer,50723,7,Bachelor's,0.44,1.45,0.52,Medium,0.29,0.35,0.61,0.35,0.54,0.27,0.35,0.71,0.58,0.09
+Financial Analyst,62081,26,PhD,0.05,0.58,0.58,Medium,0.71,0.02,0.64,0.03,0.96,0.7,0.19,0.16,0.57,0.63
+Lawyer,129443,7,PhD,0.3,0.53,0.61,Medium,0.05,0.75,0.05,0.25,0.84,0.95,0.41,0.97,0.63,0.42
+Data Scientist,55482,13,High School,0.3,0.77,0.56,Medium,0.39,0.14,0.07,0.79,0.68,0.41,0.9,0.41,0.71,0.91
+Graphic Designer,103933,8,PhD,0.51,1.18,0.47,Medium,0.65,0.26,0.43,0.21,0.04,0.59,0.86,0.03,0.2,0.46
+UX Researcher,43997,29,PhD,0.34,0.63,0.55,Medium,0.58,0.47,0.86,0.27,0.01,0.32,0.01,0.54,0.38,0.81
+Lawyer,66258,11,PhD,0.43,0.72,0.47,Medium,0.64,0.19,0.77,0.33,0.93,0.51,0.85,0.62,0.55,0.68
+Chef,132495,23,PhD,0.92,1.2,0.55,Medium,0.53,0.18,0.12,0.49,0.16,0.58,0.65,0.53,0.04,0.06
+Data Scientist,135071,26,High School,0.86,0.91,0.49,Medium,0.85,0.09,0.39,0.4,0.5,0.11,0.1,0.42,0.03,0.25
+Marketing Manager,50954,29,Bachelor's,0.49,0.51,0.57,Medium,0.86,0.71,0.82,0.64,0.51,0.22,0.28,0.32,0.04,0.91
+Security Guard,45590,11,PhD,0.11,1.06,0.82,High,0.68,0.6,0.12,0.66,0.61,0.53,0.4,0.95,0.85,0.59
+HR Specialist,118035,16,Bachelor's,0.78,0.69,0.58,Medium,0.86,0.96,0.47,0.97,0.41,0.22,0.51,0.65,0.46,0.57
+Truck Driver,147488,2,Bachelor's,0.52,1.45,0.82,High,0.25,0.76,0.34,0.82,0.06,0.33,0.09,0.09,0.66,0.39
+HR Specialist,111506,23,Bachelor's,0.52,0.8,0.59,Medium,0.62,0.8,0.64,0.17,0.67,0.39,0.46,0.92,0.36,0.61
+Marketing Manager,104644,7,Master's,0.86,0.5,0.54,Medium,0.01,0.71,0.23,0.38,0.38,0.85,0.1,0.67,0.98,0.02
+Retail Worker,85197,4,Master's,0.02,1.34,0.94,High,0.99,0.46,0.87,0.12,0.43,0.31,0.4,0.7,0.09,1.0
+Chef,145435,22,PhD,0.87,1.33,0.61,Medium,0.04,0.52,0.33,0.11,0.34,0.64,0.23,0.44,0.4,0.05
+UX Researcher,31113,3,High School,0.62,1.47,0.42,Medium,0.42,0.4,0.92,0.41,0.44,0.25,0.0,0.11,0.7,0.68
+Retail Worker,119374,27,Bachelor's,0.47,0.8,0.88,High,0.84,0.9,0.17,0.7,0.96,0.65,0.35,0.64,0.69,0.4
+Retail Worker,105450,27,PhD,0.61,1.3,0.95,High,0.22,0.7,0.03,0.97,0.01,0.36,0.08,0.62,0.34,0.73
+Research Scientist,113453,18,PhD,0.42,0.85,0.07,Low,0.2,0.64,0.5,0.07,0.54,0.05,0.51,0.96,0.31,0.72
+Mechanic,62656,1,High School,0.73,1.02,0.62,Medium,0.7,0.24,0.53,0.56,0.45,0.18,0.22,0.28,0.01,0.92
+Retail Worker,50823,4,PhD,0.31,1.15,0.84,High,0.65,0.43,0.41,0.12,0.62,0.18,0.67,0.97,0.26,0.14
+Security Guard,52879,25,PhD,0.38,0.71,0.82,High,0.52,0.35,0.75,0.9,0.21,0.84,0.13,0.23,0.56,0.31
+Teacher,132132,29,PhD,0.29,1.4,0.09,Low,0.76,0.72,0.11,0.33,0.19,0.02,0.17,0.2,0.17,0.09
+Research Scientist,32693,27,Bachelor's,0.14,1.25,0.13,Low,0.51,0.77,0.75,0.17,0.1,0.59,0.74,0.15,0.37,0.87
+Doctor,69812,26,PhD,0.67,0.51,0.27,Low,0.4,0.65,0.4,0.88,0.65,0.58,0.98,0.28,0.07,0.52
+Nurse,58353,24,PhD,0.45,1.12,0.2,Low,0.39,0.86,0.65,0.89,0.91,0.17,0.68,0.32,0.84,0.73
+Construction Worker,103969,16,PhD,0.94,1.18,0.94,High,0.2,0.87,0.67,0.55,0.82,0.63,0.67,0.25,0.82,0.65
+UX Researcher,34110,14,Bachelor's,0.65,1.48,0.54,Medium,0.69,0.56,0.78,0.98,0.54,0.42,0.86,0.97,0.13,0.58
+Retail Worker,73105,23,PhD,0.53,0.91,0.86,High,0.27,0.35,0.99,0.64,0.87,0.81,0.65,0.84,0.29,0.64
+Security Guard,147323,9,Master's,0.62,0.67,0.77,High,0.29,0.6,0.97,0.95,0.23,0.3,0.04,0.4,0.83,0.92
+Software Engineer,97720,13,Master's,0.27,0.72,0.44,Medium,0.8,0.65,0.79,0.58,0.26,0.23,0.01,0.78,0.85,0.77
+Financial Analyst,30877,20,High School,0.05,0.61,0.48,Medium,0.48,0.82,0.68,0.15,0.23,0.29,0.12,0.29,0.73,0.24
+AI Engineer,38499,9,Master's,0.47,0.82,0.15,Low,0.71,0.52,0.01,0.92,0.07,0.94,0.03,0.77,0.53,0.51
+Software Engineer,135634,0,High School,0.24,1.28,0.66,Medium,0.53,0.35,0.06,0.68,0.28,0.06,0.67,0.49,0.01,0.11
+Teacher,88843,24,PhD,0.06,1.37,0.13,Low,0.09,0.76,0.52,0.31,0.41,0.02,0.66,0.37,0.71,0.63
+Nurse,68966,22,Bachelor's,0.79,1.13,0.15,Low,0.39,0.12,0.78,0.76,0.25,0.86,0.59,0.48,0.02,0.38
+Graphic Designer,95490,17,High School,0.09,0.96,0.7,Medium,0.72,0.55,0.53,0.04,0.96,0.93,0.68,0.1,0.21,0.18
+Graphic Designer,101786,2,PhD,0.21,1.2,0.52,Medium,0.02,0.74,0.19,0.82,0.36,0.34,0.01,0.99,0.61,0.42
+Research Scientist,41808,24,Bachelor's,0.7,0.78,0.3,Low,0.95,0.74,0.97,0.11,0.28,0.25,0.07,0.97,0.06,0.86
+Software Engineer,44903,18,Master's,0.38,0.52,0.3,Low,0.2,0.49,0.46,0.59,0.77,0.38,0.16,0.8,0.33,0.29
+UX Researcher,93615,16,High School,0.01,0.98,0.35,Medium,0.18,0.48,0.87,0.84,0.97,0.48,0.55,0.82,0.7,0.18
+AI Engineer,81141,10,Bachelor's,0.13,0.67,0.27,Low,0.53,0.71,0.37,0.53,0.98,0.33,0.67,0.17,0.12,0.78
+Truck Driver,126705,27,Master's,0.67,0.66,0.76,High,0.91,0.29,0.82,0.29,0.94,0.91,0.04,0.77,0.17,0.22
+Customer Support,57254,8,Bachelor's,0.58,0.83,0.84,High,0.17,0.02,0.57,0.52,0.69,0.65,0.9,0.46,0.01,0.63
+Mechanic,126923,28,PhD,0.64,1.08,0.39,Medium,0.36,0.91,0.47,0.59,0.94,0.47,0.39,0.89,0.91,0.35
+Truck Driver,71689,28,Bachelor's,0.96,0.56,0.71,High,0.52,0.29,0.58,0.72,0.07,0.88,0.28,0.38,0.34,0.84
+AI Engineer,49546,5,High School,0.22,0.89,0.26,Low,0.15,0.43,0.93,0.5,0.73,0.83,0.2,0.22,0.76,0.75
+Truck Driver,41398,22,High School,0.32,0.9,0.91,High,0.42,0.93,1.0,0.78,0.67,0.39,0.07,0.57,0.36,0.35
+Marketing Manager,142301,27,Bachelor's,0.46,1.25,0.46,Medium,0.15,0.46,0.95,0.8,0.21,0.39,0.93,0.12,0.25,0.26
+UX Researcher,73042,28,Master's,0.41,0.58,0.55,Medium,0.1,0.61,0.51,0.49,0.07,0.64,0.43,0.41,0.6,0.61
+Mechanic,110094,10,PhD,0.13,0.74,0.57,Medium,0.58,0.76,0.74,0.85,0.38,0.35,0.83,0.24,0.46,0.19
+UX Researcher,126155,9,High School,0.41,0.71,0.58,Medium,0.24,0.94,0.37,0.66,0.35,0.81,0.9,0.79,0.85,0.1
+Nurse,128464,15,Master's,0.62,1.37,0.22,Low,0.2,0.61,0.09,0.7,0.41,0.15,0.98,0.9,0.89,0.79
+Lawyer,139791,4,PhD,0.66,0.61,0.66,Medium,0.88,0.75,0.93,0.55,0.45,0.97,0.46,0.64,0.37,0.64
+Security Guard,56745,1,PhD,0.62,1.01,0.78,High,0.64,0.91,0.01,0.13,0.12,0.92,0.66,0.95,0.58,0.46
+UX Researcher,94558,25,High School,0.16,0.88,0.49,Medium,0.3,0.37,0.08,0.2,0.34,0.8,0.18,0.35,0.06,0.56
+Mechanic,91478,11,Master's,0.87,1.32,0.41,Medium,0.14,0.16,0.97,0.67,0.04,0.14,0.49,0.21,0.8,0.57
+Marketing Manager,125980,1,High School,0.46,0.76,0.54,Medium,0.72,0.37,0.5,0.84,0.15,0.55,0.35,0.7,0.02,0.67
+Retail Worker,128708,15,PhD,0.06,1.22,0.86,High,0.89,0.52,0.53,0.71,0.32,0.04,0.23,0.24,0.34,0.94
+Security Guard,41638,26,High School,0.94,1.5,0.81,High,0.23,0.56,0.88,0.47,0.51,0.13,0.42,0.39,0.35,0.89
+Research Scientist,54829,26,PhD,0.97,0.51,0.29,Low,0.55,0.7,0.19,0.65,0.88,0.14,0.13,0.3,0.16,0.11
+Graphic Designer,50720,28,Master's,0.21,1.17,0.64,Medium,0.65,0.12,0.57,0.39,0.34,0.32,0.93,0.74,0.13,0.48
+Teacher,99981,2,High School,0.43,1.17,0.09,Low,0.45,0.01,0.48,0.9,0.6,0.44,0.16,0.2,0.08,0.74
+Truck Driver,104541,22,Master's,0.38,1.25,0.88,High,0.58,0.57,0.09,0.17,0.53,0.35,0.02,0.8,0.65,0.33
+Nurse,30733,7,Bachelor's,0.89,0.69,0.19,Low,0.96,0.64,0.44,0.72,0.82,0.59,0.87,0.51,0.83,0.95
+HR Specialist,127760,27,High School,0.61,1.11,0.61,Medium,0.82,0.03,0.73,0.78,0.7,0.71,0.04,0.44,0.82,0.93
+Truck Driver,56819,1,PhD,0.58,1.3,0.89,High,0.62,0.02,0.72,0.77,0.72,0.77,0.43,0.99,0.77,0.58
+Customer Support,105954,27,Master's,0.91,1.31,0.84,High,0.53,0.33,0.25,0.51,0.58,0.24,0.92,0.56,0.53,0.44
+Research Scientist,145386,21,Master's,0.88,0.82,0.21,Low,0.61,0.58,0.53,0.18,0.28,0.52,0.79,0.43,0.2,0.09
+Nurse,101360,9,High School,0.42,0.63,0.22,Low,0.21,0.51,0.31,0.93,0.23,0.42,0.96,0.32,0.64,0.32
+Construction Worker,108349,1,High School,0.63,1.42,0.81,High,0.63,0.61,0.42,0.61,0.26,0.38,0.44,0.86,0.35,0.64
+Truck Driver,137102,19,Master's,0.25,1.15,0.89,High,0.46,0.34,0.91,0.14,0.72,0.69,0.69,0.94,0.73,0.3
+Customer Support,97310,29,PhD,0.39,0.53,0.93,High,0.07,0.7,0.73,0.84,0.55,0.73,0.3,0.75,0.34,0.9
+Customer Support,121111,6,Bachelor's,0.32,1.0,0.89,High,0.75,0.21,0.14,0.3,0.48,0.54,0.43,0.66,0.43,0.95
+Research Scientist,85983,11,Bachelor's,0.63,1.11,0.12,Low,0.41,0.37,0.17,0.48,0.39,0.18,0.45,0.42,0.13,0.13
+Graphic Designer,98407,13,Master's,0.71,1.44,0.33,Medium,0.12,0.05,0.53,0.62,0.4,0.8,0.69,0.99,0.14,0.06
+Marketing Manager,130641,19,Master's,0.93,1.46,0.32,Medium,0.89,0.47,0.77,0.08,0.96,0.61,0.9,0.67,0.54,0.17
+UX Researcher,56363,3,Bachelor's,0.47,1.37,0.35,Medium,1.0,0.88,0.39,0.25,0.92,0.12,0.35,0.08,0.95,0.62
+Chef,56187,17,Bachelor's,0.56,0.6,0.53,Medium,0.81,0.54,0.87,0.8,0.28,0.63,0.01,0.4,0.24,0.94
+Data Scientist,133171,29,Bachelor's,0.65,1.23,0.61,Medium,0.74,0.29,0.69,0.55,0.6,0.0,0.26,0.93,0.29,0.44
+Teacher,143968,21,PhD,0.61,1.37,0.2,Low,0.56,0.8,0.56,0.84,0.05,0.5,0.81,0.85,0.83,0.6
+AI Engineer,89376,8,PhD,0.18,0.67,0.06,Low,0.99,0.35,0.76,0.06,0.3,0.62,0.52,0.21,0.46,0.11
+HR Specialist,70305,22,PhD,0.1,1.14,0.36,Medium,0.55,0.13,0.4,0.35,0.76,0.64,0.94,0.92,0.72,0.77
+Financial Analyst,47054,5,PhD,0.69,1.12,0.42,Medium,0.35,0.57,0.72,0.41,0.14,0.46,0.96,0.21,0.65,0.98
+Mechanic,103080,17,High School,0.71,1.49,0.34,Medium,0.55,0.68,0.7,0.79,0.92,0.36,0.04,0.36,0.67,0.21
+UX Researcher,55401,21,Bachelor's,0.21,0.5,0.36,Medium,0.59,0.39,0.72,0.67,0.8,0.87,0.82,0.45,0.31,0.5
+Software Engineer,41928,7,Bachelor's,0.31,1.04,0.34,Medium,0.23,0.75,0.18,0.14,0.29,0.37,0.33,0.37,0.14,0.17
+Doctor,140177,24,Bachelor's,0.4,0.84,0.25,Low,0.53,0.58,0.56,0.4,0.98,0.04,0.22,0.28,0.88,0.92
+Graphic Designer,47024,28,PhD,0.42,1.41,0.34,Medium,0.65,0.94,0.75,0.28,0.72,0.29,0.11,0.72,0.18,0.11
+Teacher,39612,10,Master's,0.19,1.0,0.3,Low,0.68,0.88,0.03,0.87,0.7,0.17,0.03,0.26,0.92,0.67
+Truck Driver,51450,1,High School,0.45,1.44,0.82,High,0.2,0.15,0.99,0.33,0.16,0.01,0.29,0.89,0.53,0.63
+Mechanic,149511,27,Master's,0.51,1.34,0.43,Medium,0.98,0.08,0.72,0.66,0.19,0.39,0.31,0.09,0.58,0.99
+Construction Worker,106554,21,High School,0.55,0.54,0.73,High,0.51,0.99,0.88,0.34,0.54,0.55,0.69,0.69,0.79,0.02
+HR Specialist,97173,3,High School,0.07,0.98,0.67,Medium,0.49,0.06,0.23,0.58,0.09,0.42,0.33,0.82,0.11,0.68
+Software Engineer,44517,3,Bachelor's,0.59,0.71,0.54,Medium,0.67,0.07,0.82,0.86,0.06,0.6,0.59,0.01,0.34,0.97
+Security Guard,31321,22,Master's,0.93,1.18,0.71,High,0.08,0.72,0.55,0.13,0.61,0.81,0.75,0.25,0.26,0.97
+AI Engineer,93001,25,High School,0.32,1.32,0.09,Low,0.2,0.18,0.09,0.85,0.58,0.26,0.85,0.8,0.1,0.64
+Chef,35685,23,Bachelor's,0.72,1.22,0.37,Medium,0.32,0.84,0.9,0.28,0.02,0.86,0.38,0.33,0.35,0.42
+Data Scientist,35335,13,High School,0.57,0.58,0.69,Medium,0.94,0.93,0.88,0.66,0.22,0.05,0.1,0.32,0.5,0.99
+Mechanic,110286,26,Bachelor's,0.52,1.2,0.37,Medium,0.93,0.53,0.28,0.94,0.63,0.48,0.58,0.75,0.15,0.86
+Doctor,45641,16,PhD,0.57,1.18,0.26,Low,0.37,0.99,0.68,0.42,0.68,0.52,0.11,0.8,0.56,0.8
+Retail Worker,50242,5,PhD,0.54,1.27,0.95,High,0.88,0.86,0.25,0.84,0.17,0.2,0.11,0.86,0.11,0.14
+Teacher,60166,19,Master's,0.57,1.38,0.15,Low,0.55,0.17,0.27,0.13,0.41,0.59,0.28,0.85,0.98,0.12
+UX Researcher,61232,15,Master's,0.79,0.69,0.44,Medium,0.39,0.92,0.66,0.04,0.01,0.2,0.32,0.48,0.84,0.31
+Graphic Designer,78720,29,PhD,0.33,0.51,0.68,Medium,0.14,0.29,0.13,0.49,0.93,0.1,0.44,0.02,0.77,0.64
+Construction Worker,125110,4,Bachelor's,0.47,1.41,0.8,High,0.51,0.7,0.52,0.19,0.32,0.09,0.43,0.61,0.12,0.63
+Marketing Manager,113128,7,High School,0.34,0.72,0.66,Medium,0.69,0.11,0.41,0.67,0.57,0.62,0.57,0.8,0.32,0.71
+Teacher,120605,29,PhD,0.39,1.29,0.11,Low,0.28,0.93,0.03,0.22,0.48,0.4,0.63,0.19,0.07,0.37
+Customer Support,39513,18,Bachelor's,0.56,1.1,0.84,High,0.25,0.76,0.09,0.2,0.74,0.28,0.49,0.33,0.51,0.35
+UX Researcher,57177,0,Master's,0.85,0.65,0.44,Medium,0.56,0.15,0.13,0.66,0.65,0.23,0.23,0.75,0.12,0.92
+Marketing Manager,85572,8,Master's,0.87,0.71,0.31,Medium,0.94,0.34,0.31,0.26,0.24,0.73,0.91,0.79,0.67,0.29
+Mechanic,147849,12,Master's,0.24,0.61,0.35,Medium,0.6,0.04,0.97,1.0,0.15,0.43,0.77,0.96,0.89,0.25
+Nurse,126080,1,High School,0.29,0.94,0.14,Low,0.77,0.26,0.86,0.23,0.36,0.45,0.29,0.77,0.41,0.89
+Software Engineer,144438,4,High School,0.86,1.02,0.5,Medium,0.22,0.59,0.95,0.08,0.75,0.87,0.99,0.33,0.36,0.23
+Construction Worker,34844,22,PhD,0.14,0.77,0.77,High,0.37,0.42,0.56,0.95,0.25,0.78,0.68,0.12,0.81,0.09
+Security Guard,47639,21,Bachelor's,0.68,1.05,0.87,High,0.64,0.78,0.24,0.43,0.15,0.43,0.7,0.69,0.71,0.31
+Construction Worker,86041,3,Master's,0.37,1.44,0.79,High,0.6,0.75,0.91,0.44,0.36,0.43,0.32,0.65,0.93,0.13
+Teacher,68575,2,Master's,0.46,1.22,0.14,Low,0.55,0.03,0.46,0.24,0.52,0.53,0.75,0.54,0.61,0.53
+AI Engineer,120150,14,High School,0.76,1.13,0.18,Low,0.34,0.78,0.19,0.04,0.7,0.14,0.9,0.77,0.6,0.31
+Truck Driver,42485,16,High School,0.48,0.79,0.94,High,0.16,0.75,0.8,0.95,0.55,0.53,0.92,0.8,0.76,0.79
+Software Engineer,103147,13,Master's,0.04,0.7,0.56,Medium,0.4,0.61,0.55,0.44,0.23,0.72,0.91,0.77,0.12,0.54
+Customer Support,66598,8,PhD,0.59,0.94,0.77,High,0.33,0.24,0.2,0.59,0.51,0.73,0.31,0.46,0.68,0.96
+Retail Worker,132916,27,PhD,0.3,0.95,0.88,High,0.96,0.54,0.81,0.46,0.04,0.89,0.29,0.14,1.0,0.35
+Truck Driver,41311,3,PhD,0.31,1.01,0.72,High,0.35,0.67,0.92,0.4,0.56,0.64,0.07,0.34,0.68,0.74
+Marketing Manager,139940,6,PhD,0.01,0.51,0.52,Medium,0.55,0.56,0.72,0.92,0.99,0.7,0.51,0.14,0.38,0.57
+Marketing Manager,124930,9,High School,0.13,1.29,0.7,Medium,0.81,0.77,0.26,0.0,0.23,0.79,0.11,0.3,0.56,0.58
+UX Researcher,115639,9,PhD,0.98,0.51,0.5,Medium,0.5,0.29,0.53,0.67,0.67,0.09,0.8,0.93,0.12,0.42
+Truck Driver,34123,16,Master's,0.83,1.03,0.72,High,0.57,0.36,0.54,0.65,0.64,0.67,0.68,0.11,0.19,0.63
+Financial Analyst,98384,13,Bachelor's,0.63,0.57,0.37,Medium,0.48,0.45,0.75,0.39,0.66,0.7,0.65,0.6,0.81,0.66
+Graphic Designer,102433,29,Master's,0.64,0.66,0.42,Medium,0.33,0.09,0.69,0.6,0.59,0.48,0.54,0.01,0.1,0.68
+Marketing Manager,127550,15,Bachelor's,0.11,0.83,0.4,Medium,0.03,0.41,0.03,0.0,0.79,0.31,0.57,0.3,0.93,0.73
+Software Engineer,76509,27,Master's,0.26,1.08,0.52,Medium,0.27,0.69,0.89,0.04,0.42,0.59,0.59,0.02,0.21,0.06
+Financial Analyst,141075,11,High School,0.65,0.66,0.43,Medium,0.33,0.82,0.19,0.55,0.78,0.83,0.67,0.3,0.82,0.74
+Teacher,35853,18,Master's,0.07,0.54,0.22,Low,0.94,0.77,0.83,0.54,0.3,0.68,0.71,0.68,0.95,0.37
+Teacher,95311,28,High School,0.91,0.66,0.22,Low,0.87,0.31,0.83,0.33,0.79,0.07,0.66,0.68,0.49,0.69
+Lawyer,145672,28,High School,0.73,1.46,0.48,Medium,0.53,0.26,0.99,0.06,0.36,0.3,0.39,0.92,0.37,0.92
+Financial Analyst,107045,5,Bachelor's,0.17,1.3,0.4,Medium,0.09,0.23,0.89,0.28,0.7,0.4,0.26,0.14,0.97,0.52
+Lawyer,68211,4,PhD,0.2,0.91,0.52,Medium,0.18,0.28,0.78,0.42,0.0,0.05,0.44,0.06,0.17,0.73
+HR Specialist,58454,29,PhD,0.52,0.63,0.35,Medium,0.05,0.85,0.95,0.12,0.21,0.09,0.88,0.96,0.26,0.3
+Financial Analyst,97855,3,Master's,0.19,0.5,0.34,Medium,0.62,0.04,0.43,0.5,0.91,0.47,0.14,0.29,0.67,0.11
+Construction Worker,127891,23,PhD,1.0,0.51,0.74,High,0.84,0.1,0.03,0.12,0.69,0.99,0.59,0.12,0.18,0.54
+UX Researcher,120094,25,PhD,0.66,1.07,0.69,Medium,0.2,0.17,0.86,0.29,0.33,0.55,0.38,0.29,0.92,0.13
+Construction Worker,130621,21,High School,0.0,1.31,0.74,High,0.77,0.15,0.42,0.73,0.27,0.31,0.67,0.19,0.95,0.19
+Mechanic,141579,13,PhD,0.8,0.87,0.36,Medium,0.17,0.99,0.73,0.45,0.26,0.02,0.67,0.96,0.11,0.75
+Retail Worker,64907,10,PhD,0.79,0.87,0.88,High,0.93,0.62,0.92,0.24,0.98,0.87,0.11,0.41,0.93,0.08
+Nurse,147754,11,Bachelor's,0.72,0.53,0.24,Low,0.36,0.25,0.58,0.54,0.87,0.68,0.42,0.65,0.75,0.94
+Nurse,61937,1,High School,0.54,0.87,0.27,Low,0.79,0.08,0.7,0.54,0.1,0.56,0.19,0.71,0.28,0.15
+Data Scientist,41593,25,Bachelor's,0.49,0.7,0.64,Medium,0.0,0.84,0.52,0.92,0.2,0.1,0.62,0.71,0.37,0.01
+Research Scientist,75337,2,Master's,0.23,0.85,0.18,Low,0.7,0.96,0.14,0.68,0.23,0.22,0.63,0.78,0.98,0.77
+Mechanic,147553,19,High School,0.23,1.26,0.51,Medium,0.3,0.47,0.91,0.76,0.45,0.98,0.79,0.01,0.11,0.55
+UX Researcher,69114,24,Master's,0.81,1.4,0.4,Medium,0.76,0.54,0.39,0.79,0.56,0.64,0.06,0.59,0.3,0.49
+Chef,142467,3,Master's,0.61,0.65,0.35,Medium,0.19,0.82,0.03,0.73,0.06,0.59,0.77,0.23,0.2,0.29
+Truck Driver,95410,0,High School,0.49,1.23,0.82,High,0.13,0.44,0.16,0.75,0.17,0.48,0.69,0.23,0.08,0.56
+Nurse,44802,16,PhD,0.59,1.25,0.13,Low,0.49,0.93,0.47,1.0,0.16,0.71,0.65,0.87,0.09,0.28
+Marketing Manager,62611,3,PhD,0.93,0.93,0.66,Medium,0.29,0.13,0.3,0.6,0.85,0.39,0.91,0.24,0.69,0.74
+Construction Worker,58419,26,PhD,0.03,0.87,0.71,High,0.9,0.95,0.74,0.73,0.24,0.07,0.8,0.56,0.68,0.78
+Financial Analyst,74852,28,Bachelor's,0.14,1.3,0.48,Medium,0.83,0.44,0.22,0.17,0.74,0.57,0.4,0.49,0.55,0.24
+UX Researcher,125640,2,High School,0.29,0.89,0.5,Medium,0.17,0.39,0.39,0.29,1.0,0.07,0.64,0.17,0.84,0.91
+Security Guard,112654,15,High School,0.82,0.75,0.74,High,0.32,0.34,0.4,0.37,0.41,0.71,0.25,0.02,0.49,0.45
+Customer Support,57476,5,PhD,0.13,1.01,0.76,High,0.88,0.17,0.02,0.45,0.99,0.63,0.35,0.02,0.48,0.21
+Mechanic,109398,18,PhD,0.58,0.77,0.33,Medium,0.76,0.59,0.84,0.26,0.65,0.12,0.29,0.66,0.83,0.32
+Truck Driver,139240,10,PhD,0.68,0.85,0.92,High,0.51,0.65,0.5,0.45,0.85,0.29,0.04,0.88,0.83,0.37
+Data Scientist,143089,15,Bachelor's,0.68,0.58,0.47,Medium,0.09,0.6,0.03,0.63,0.67,0.49,0.18,0.1,0.31,0.47
+Data Scientist,145632,18,PhD,0.0,1.21,0.59,Medium,0.44,0.34,0.84,0.78,0.98,0.37,0.91,0.09,0.41,0.47
+Doctor,104657,5,Master's,0.63,0.67,0.27,Low,0.55,0.9,0.0,0.63,0.41,0.51,0.74,0.23,0.2,0.7
+Financial Analyst,44835,8,Master's,0.23,0.98,0.48,Medium,0.69,0.0,0.59,0.61,0.75,0.89,0.44,0.34,0.1,0.34
+Software Engineer,43830,6,Bachelor's,0.8,1.31,0.47,Medium,0.26,0.12,0.85,0.88,0.27,0.62,0.26,0.23,0.02,0.58
+Construction Worker,67293,25,Master's,0.01,0.6,0.78,High,0.67,0.2,0.89,0.29,0.33,0.22,0.25,0.07,0.29,0.86
+AI Engineer,68690,13,Bachelor's,0.88,0.6,0.16,Low,0.23,0.72,0.97,0.82,0.04,0.32,0.03,0.04,0.08,0.28
+AI Engineer,45234,1,Master's,0.4,0.9,0.24,Low,0.14,0.16,0.63,0.57,0.15,0.85,0.33,0.37,0.42,0.32
+Financial Analyst,120052,3,Bachelor's,0.39,0.76,0.66,Medium,0.31,0.7,0.35,0.44,0.24,0.75,0.74,0.02,0.06,0.92
+Data Scientist,40270,19,High School,0.51,0.99,0.62,Medium,0.14,0.65,0.48,0.74,0.03,0.59,0.56,0.84,0.68,0.88
+Graphic Designer,52562,3,PhD,0.41,0.64,0.55,Medium,0.87,0.07,0.56,0.11,0.03,0.68,0.68,0.6,0.86,0.08
+Financial Analyst,52065,27,Bachelor's,0.86,1.0,0.41,Medium,0.74,0.89,0.69,0.79,0.28,0.29,0.86,0.61,0.23,0.52
+Lawyer,66183,0,High School,0.22,1.15,0.32,Medium,0.3,0.67,0.15,0.22,0.88,0.67,0.5,0.21,0.34,0.57
+HR Specialist,67098,17,Master's,0.48,0.91,0.49,Medium,0.11,0.11,0.96,0.98,0.43,0.79,0.66,0.12,0.3,0.31
+Construction Worker,74143,7,High School,0.58,1.42,0.9,High,0.86,0.89,0.8,0.33,0.22,0.57,0.69,0.39,0.85,0.96
+AI Engineer,149245,11,Master's,0.21,1.3,0.16,Low,0.18,0.66,0.6,0.17,0.87,0.85,0.84,0.4,0.82,0.84
+Security Guard,112802,7,Bachelor's,0.96,0.88,0.75,High,0.29,0.49,0.81,0.72,0.79,0.38,0.25,0.02,0.63,0.8
+Teacher,76611,8,High School,0.48,1.43,0.1,Low,0.51,0.21,0.19,0.95,0.82,0.01,0.27,0.21,0.15,0.7
+Teacher,48609,0,PhD,0.45,0.69,0.12,Low,0.36,0.79,0.99,0.18,0.34,0.28,0.04,0.22,0.9,0.84
+Financial Analyst,138629,15,PhD,0.37,0.81,0.36,Medium,0.62,0.56,0.43,0.86,0.62,0.26,0.37,0.15,0.59,0.59
+Financial Analyst,53481,4,Bachelor's,0.2,0.7,0.35,Medium,0.61,0.69,0.7,0.53,0.95,0.88,0.96,0.39,0.88,0.76
+UX Researcher,60412,17,Master's,0.11,1.18,0.35,Medium,0.29,0.5,0.68,0.93,0.59,0.67,0.31,0.69,0.44,0.86
+Teacher,137271,4,PhD,0.47,0.93,0.25,Low,0.95,0.33,0.48,0.71,0.9,0.49,0.11,0.37,0.55,0.42
+Nurse,37612,16,High School,0.04,1.19,0.3,Low,0.92,0.68,0.84,0.26,0.62,0.06,0.71,0.97,0.86,0.53
+UX Researcher,87623,12,High School,0.94,0.72,0.62,Medium,0.27,0.88,0.1,0.18,0.72,0.17,0.16,0.56,0.83,0.27
+HR Specialist,84503,2,Bachelor's,0.81,1.08,0.56,Medium,0.04,0.37,0.26,0.15,0.39,0.35,0.73,0.6,0.91,0.15
+Doctor,140427,23,PhD,0.53,0.5,0.25,Low,0.51,0.49,0.36,0.37,0.43,0.02,0.08,0.51,0.15,0.78
+Teacher,73281,15,High School,0.1,0.74,0.14,Low,0.04,0.14,0.32,0.31,0.8,0.84,0.19,0.12,0.63,0.8
+HR Specialist,66492,3,High School,0.01,0.91,0.59,Medium,0.83,0.06,0.68,0.29,0.07,0.49,0.16,0.74,0.74,0.84
+Data Scientist,52368,8,PhD,0.01,0.76,0.49,Medium,0.69,0.38,0.54,0.52,0.16,0.62,0.44,0.81,0.69,0.11
+Security Guard,113302,14,Master's,0.7,0.59,0.9,High,0.22,0.5,0.94,0.57,0.42,0.01,0.13,0.58,0.49,0.36
+Chef,80901,17,Master's,0.77,0.62,0.58,Medium,0.91,0.18,0.84,0.12,0.57,0.34,0.47,0.3,0.26,0.74
+UX Researcher,68197,23,High School,0.87,0.89,0.62,Medium,0.26,0.66,0.1,0.02,0.1,0.32,0.03,0.63,0.32,0.74
+Teacher,101721,9,Master's,0.22,0.91,0.15,Low,0.13,0.99,0.28,0.72,0.22,0.88,0.39,0.9,0.34,0.01
+Mechanic,125101,12,Bachelor's,0.52,0.62,0.39,Medium,0.78,0.04,0.49,0.53,0.69,0.04,0.59,0.0,0.27,0.5
+Security Guard,143605,3,Master's,0.13,0.67,0.87,High,0.37,0.62,1.0,0.99,0.35,0.5,0.9,0.09,0.45,0.38
+Financial Analyst,124183,10,PhD,0.99,1.23,0.46,Medium,0.83,0.49,0.87,0.27,0.22,0.25,0.54,0.29,0.15,0.99
+Teacher,81907,12,Master's,0.64,1.39,0.28,Low,0.68,0.52,0.88,0.57,0.13,0.37,0.45,0.94,0.66,0.88
+Software Engineer,130231,29,High School,0.31,1.22,0.38,Medium,0.41,0.81,0.61,0.83,0.25,0.75,0.2,0.55,0.43,0.56
+Truck Driver,50893,6,PhD,0.36,1.17,0.84,High,0.55,0.51,0.94,0.93,0.36,0.35,0.55,0.1,0.3,0.23
+Research Scientist,34273,13,PhD,0.64,0.88,0.09,Low,0.89,0.87,0.86,0.39,0.06,0.11,0.28,0.22,0.87,0.99
+Research Scientist,129941,0,PhD,0.73,1.09,0.24,Low,0.95,0.6,0.15,0.16,0.58,0.33,0.91,0.61,0.68,0.01
+Truck Driver,65310,0,High School,0.43,1.21,0.8,High,0.98,0.67,0.66,0.92,1.0,0.2,0.81,0.16,0.46,0.1
+UX Researcher,111301,15,High School,0.47,1.13,0.57,Medium,0.62,0.29,0.84,0.55,0.49,0.99,0.28,0.53,0.68,0.13
+Graphic Designer,125325,25,PhD,0.8,0.74,0.5,Medium,0.63,0.67,0.73,0.87,0.39,0.71,0.73,0.3,0.97,0.87
+Customer Support,53070,20,Master's,0.68,1.22,0.81,High,0.86,0.69,0.66,0.22,0.41,0.43,0.73,0.62,0.09,0.31
+Teacher,137582,2,High School,0.74,1.24,0.17,Low,0.12,0.29,0.25,0.78,0.18,0.46,0.67,0.96,1.0,0.95
+Software Engineer,77851,13,Master's,0.75,1.26,0.65,Medium,0.95,0.45,0.42,0.46,0.66,0.78,0.87,0.46,0.36,0.98
+HR Specialist,94690,17,PhD,0.22,1.22,0.37,Medium,0.4,0.29,0.17,0.58,0.37,0.46,0.2,0.77,0.31,0.34
+Marketing Manager,106145,25,High School,0.43,0.96,0.51,Medium,0.97,0.9,0.61,0.04,0.61,0.09,0.71,0.39,0.84,0.94
+Teacher,144256,4,PhD,0.46,1.09,0.1,Low,0.93,0.43,0.17,0.76,0.22,0.14,0.56,0.67,0.57,0.66
+Nurse,94322,12,Bachelor's,0.48,0.86,0.29,Low,0.05,0.3,0.94,0.98,0.82,0.08,0.56,0.4,0.81,0.06
+Retail Worker,97504,3,Bachelor's,0.49,0.66,0.87,High,0.82,0.7,0.44,0.88,0.14,0.26,0.49,0.06,0.1,0.4
+Graphic Designer,64897,11,Master's,0.91,0.97,0.36,Medium,0.18,0.38,0.21,0.08,0.67,0.58,0.29,0.78,0.78,0.49
+Lawyer,53425,18,Master's,0.92,1.17,0.4,Medium,0.61,0.41,0.64,0.47,0.49,0.74,0.61,0.08,0.07,0.31
+Lawyer,69426,26,PhD,0.28,1.15,0.38,Medium,0.7,0.77,0.12,0.65,0.96,0.19,0.91,0.61,0.59,0.05
+Lawyer,69801,0,Bachelor's,0.48,1.22,0.62,Medium,0.52,0.26,0.14,0.16,0.87,0.12,0.38,0.33,0.87,0.48
+Lawyer,102904,1,High School,0.74,1.35,0.34,Medium,0.25,0.14,0.46,0.72,0.17,0.13,0.61,0.23,0.48,0.05
+Customer Support,72020,6,Bachelor's,0.54,1.15,0.77,High,0.28,0.8,0.72,0.58,0.63,0.09,0.86,0.77,0.59,0.92
+Lawyer,59362,18,Master's,0.27,0.8,0.65,Medium,0.65,0.8,0.29,1.0,0.14,0.96,0.9,0.55,0.59,0.78
+Security Guard,113366,20,Master's,0.53,1.4,0.72,High,0.91,0.73,0.77,0.06,0.19,0.93,0.12,0.63,0.78,0.23
+AI Engineer,114142,21,PhD,0.62,1.35,0.11,Low,0.44,0.62,0.92,0.02,0.21,0.23,0.33,0.28,0.59,0.89
+Marketing Manager,94197,3,Bachelor's,0.24,1.36,0.55,Medium,0.22,0.36,0.79,0.74,0.58,0.14,0.8,0.31,0.77,0.65
+Financial Analyst,73518,2,High School,0.21,0.63,0.4,Medium,0.16,0.62,0.6,0.59,0.64,0.81,0.91,0.23,0.59,0.08
+Mechanic,138460,20,Bachelor's,0.65,0.99,0.6,Medium,0.43,0.13,0.87,0.08,0.19,0.28,1.0,0.42,0.5,0.77
+Marketing Manager,38628,18,PhD,0.49,1.47,0.62,Medium,0.4,0.38,0.93,0.68,0.62,0.76,0.56,0.16,0.32,0.56
+Software Engineer,72353,14,Master's,0.44,1.26,0.37,Medium,0.06,0.84,0.62,0.18,0.81,0.66,0.33,0.38,0.16,0.84
+Lawyer,47054,19,Master's,0.56,1.38,0.31,Medium,0.07,0.16,0.03,0.66,0.63,0.21,0.15,0.15,0.95,0.69
+Data Scientist,73489,2,Master's,0.32,0.93,0.34,Medium,1.0,0.76,0.62,0.59,0.5,0.26,0.23,0.55,0.07,0.07
+Retail Worker,127014,11,Master's,0.92,1.41,0.7,Medium,0.11,0.58,0.85,0.95,0.86,0.68,0.2,0.07,0.05,0.61
+AI Engineer,138569,22,Master's,0.74,1.21,0.07,Low,0.91,0.52,0.9,0.9,0.2,0.38,0.13,0.77,0.5,0.93
+Security Guard,134371,6,Bachelor's,0.69,1.49,0.87,High,0.07,0.59,0.18,0.03,0.33,0.27,0.79,0.37,0.73,0.02
+Mechanic,77687,28,Bachelor's,0.03,0.72,0.45,Medium,0.61,0.99,0.35,0.06,0.19,0.9,0.7,0.79,0.12,0.13
+Truck Driver,40128,23,Master's,0.86,0.71,0.86,High,0.52,0.54,0.2,0.64,0.04,0.99,0.03,0.05,0.32,0.83
+Research Scientist,105505,12,Bachelor's,0.47,0.52,0.07,Low,0.61,0.19,0.69,0.79,0.85,0.13,0.46,0.95,0.77,0.12
+Customer Support,37109,19,High School,0.05,1.21,0.91,High,0.7,0.64,0.25,0.49,0.72,0.19,0.48,0.12,0.53,0.57
+Financial Analyst,97672,7,Bachelor's,0.47,1.09,0.7,Medium,0.62,0.75,0.19,0.53,0.01,0.03,0.32,0.47,0.58,0.89
+Mechanic,149593,19,High School,0.3,1.24,0.52,Medium,0.78,0.41,0.09,0.62,0.56,0.95,0.16,0.66,0.47,0.38
+AI Engineer,81108,6,Master's,0.48,0.9,0.17,Low,0.94,0.66,0.29,0.17,0.42,0.45,0.6,0.27,0.77,0.1
+Graphic Designer,77197,3,Bachelor's,0.83,1.39,0.61,Medium,0.58,0.57,0.47,0.23,0.38,0.99,0.15,0.54,0.87,0.45
+Customer Support,113499,6,Master's,0.17,0.93,0.94,High,0.09,0.59,0.92,0.95,0.85,0.86,0.65,0.22,0.73,0.98
+Truck Driver,133462,6,Master's,0.26,1.07,0.87,High,0.21,0.72,0.59,0.61,0.31,0.16,0.62,0.59,0.34,0.3
+HR Specialist,96393,13,Master's,0.49,1.47,0.61,Medium,0.85,0.51,0.53,0.2,0.72,0.42,0.74,0.41,0.11,0.17
+Construction Worker,99226,11,High School,0.26,0.76,0.93,High,0.66,0.11,0.14,0.27,0.59,0.75,0.27,0.87,0.11,0.21
+Construction Worker,55483,1,Bachelor's,0.13,1.39,0.88,High,0.07,0.48,0.52,0.93,0.42,0.45,0.11,0.64,0.21,0.08
+UX Researcher,35499,27,Master's,0.27,0.64,0.58,Medium,0.82,0.06,0.11,0.09,0.05,0.66,0.59,0.66,0.51,0.82
+Retail Worker,59737,15,Bachelor's,0.92,0.99,0.9,High,0.41,0.44,0.85,0.11,0.56,0.73,0.75,0.59,0.45,0.26
+Retail Worker,40364,0,Master's,0.37,1.3,0.71,High,0.23,0.35,0.67,0.32,0.04,0.17,0.26,0.18,0.2,0.77
+UX Researcher,97954,20,Master's,0.41,1.47,0.48,Medium,0.93,0.3,0.4,0.4,0.55,0.58,0.25,0.79,0.5,0.01
+Customer Support,36534,24,High School,0.8,0.75,0.71,High,0.81,0.98,0.08,0.94,0.36,0.94,0.65,0.89,0.79,0.03
+Research Scientist,85012,4,Master's,0.53,0.63,0.17,Low,0.95,0.29,0.49,0.38,0.63,0.19,0.26,0.86,0.81,0.79
+Construction Worker,94712,25,High School,0.46,1.23,0.8,High,0.1,0.39,0.16,0.39,0.3,0.6,0.36,0.71,0.51,0.92
+Teacher,124580,12,Bachelor's,0.69,1.17,0.29,Low,0.37,0.31,0.17,0.27,0.5,0.84,0.28,0.16,0.27,0.1
+UX Researcher,89151,8,PhD,0.08,0.86,0.5,Medium,0.43,0.28,0.29,0.63,0.72,0.58,0.98,0.94,0.1,0.26
+Data Scientist,100529,26,Bachelor's,0.03,1.09,0.68,Medium,0.68,0.09,0.75,0.38,0.92,0.29,0.47,0.75,0.26,0.18
+Retail Worker,127054,27,Master's,0.49,1.43,0.77,High,0.04,0.62,0.06,0.51,0.38,0.48,0.16,0.09,0.75,0.25
+AI Engineer,68899,11,Bachelor's,0.76,0.7,0.28,Low,0.16,0.8,0.42,0.18,0.94,0.96,0.51,0.47,0.9,0.6
+Chef,102564,14,High School,0.43,1.34,0.64,Medium,0.94,0.29,0.68,0.07,0.73,0.56,0.25,0.65,0.14,0.33
+HR Specialist,47928,17,High School,0.78,0.81,0.32,Medium,0.18,0.61,0.02,0.79,0.9,0.5,0.71,0.46,0.31,0.16
+Security Guard,48560,21,PhD,0.93,1.39,0.93,High,0.97,0.17,0.15,0.43,0.69,0.44,0.89,0.72,0.63,0.07
+Truck Driver,81290,20,PhD,0.43,1.48,0.78,High,0.63,0.99,0.26,0.17,0.55,0.55,0.92,0.03,0.41,0.31
+Customer Support,63897,4,High School,0.03,1.33,0.79,High,0.25,0.58,0.7,0.81,0.35,0.81,0.46,0.1,0.85,0.55
+Software Engineer,124752,29,PhD,0.94,1.06,0.3,Low,0.87,0.28,0.5,0.2,0.3,0.69,0.43,0.63,0.82,0.34
+Software Engineer,78008,19,Bachelor's,0.78,1.22,0.52,Medium,0.38,0.41,0.43,0.35,0.7,0.13,0.97,0.78,0.3,0.04
+Truck Driver,75018,16,High School,0.55,0.93,0.83,High,0.66,0.99,0.78,0.54,0.77,0.48,0.31,0.26,0.4,0.0
+Doctor,94407,11,PhD,0.13,1.46,0.07,Low,0.5,0.92,0.61,0.5,0.74,0.35,0.19,0.85,0.06,0.81
+AI Engineer,43096,26,PhD,0.63,0.98,0.3,Low,0.39,0.96,0.4,0.68,0.64,0.09,0.74,0.21,0.39,0.78
+Research Scientist,65504,14,Master's,0.56,1.02,0.18,Low,0.82,0.99,0.63,0.38,0.22,0.2,0.86,0.99,0.7,0.96
+Lawyer,115692,16,High School,0.63,1.01,0.49,Medium,0.63,0.31,0.64,0.67,0.84,0.73,0.32,0.45,0.12,0.26
+Truck Driver,72971,9,High School,0.1,1.07,0.8,High,0.03,0.43,0.28,0.07,0.29,0.29,0.36,0.37,0.43,0.09
+Doctor,75456,27,Master's,0.88,1.49,0.14,Low,0.95,0.76,0.17,0.05,0.21,0.78,0.63,0.22,0.74,0.14
+Marketing Manager,42929,12,High School,0.79,1.47,0.36,Medium,0.91,0.34,0.42,0.47,0.63,0.99,0.6,0.93,0.26,0.4
+HR Specialist,87735,6,PhD,0.32,1.48,0.59,Medium,0.48,0.75,0.47,0.02,0.54,0.63,0.98,0.04,0.51,0.1
+Chef,69029,23,High School,0.61,0.73,0.6,Medium,0.51,0.22,0.49,0.0,0.86,0.01,0.01,0.61,0.97,0.86
+UX Researcher,50387,18,Master's,0.2,1.13,0.63,Medium,0.36,0.43,0.12,0.15,0.57,0.1,0.2,0.23,0.44,0.05
+Customer Support,94918,29,PhD,0.93,0.52,0.86,High,0.84,0.31,0.13,0.04,0.64,0.55,0.23,0.83,0.74,0.28
+Graphic Designer,56154,26,PhD,0.24,1.18,0.35,Medium,0.69,0.24,0.57,0.17,0.73,0.06,0.17,0.18,0.04,0.75
+Retail Worker,141634,0,PhD,0.78,1.36,0.7,Medium,0.12,0.56,0.98,0.66,0.37,0.15,0.15,0.36,0.71,0.03
+Construction Worker,50377,0,PhD,0.94,1.39,0.93,High,0.02,0.98,0.37,0.87,0.19,0.45,0.04,0.04,0.94,0.81
+Lawyer,74516,10,High School,0.53,1.25,0.44,Medium,0.76,0.49,0.64,0.96,0.47,0.42,0.91,0.9,0.99,0.55
+HR Specialist,129895,29,High School,0.24,0.53,0.59,Medium,0.23,0.61,0.92,0.95,0.0,0.32,0.84,0.54,0.81,0.85
+Mechanic,41329,24,Bachelor's,0.33,0.72,0.68,Medium,0.31,0.34,0.9,0.14,0.58,0.78,0.27,0.84,0.77,0.49
+Truck Driver,40013,21,High School,0.97,1.12,0.83,High,0.89,0.42,0.56,0.86,0.39,0.77,0.26,0.7,0.51,0.16
+Financial Analyst,120777,5,Bachelor's,0.28,1.43,0.66,Medium,0.51,0.26,0.1,0.16,0.52,0.31,0.04,0.46,0.75,0.89
+Graphic Designer,107011,24,Master's,0.72,0.86,0.5,Medium,0.73,0.73,0.42,0.54,0.92,0.63,0.64,0.78,0.12,0.52
+Mechanic,116377,6,PhD,0.36,0.79,0.54,Medium,0.22,0.56,0.16,0.58,0.6,0.42,0.38,0.25,0.33,0.5
+Software Engineer,67630,25,High School,0.78,1.21,0.41,Medium,0.1,0.0,0.6,0.21,0.01,0.36,0.96,0.69,0.86,0.14
+Doctor,96360,15,Master's,0.66,0.8,0.07,Low,0.37,0.4,0.27,0.22,0.36,0.64,0.95,0.7,0.78,0.31
+Nurse,103850,7,Master's,0.29,0.9,0.22,Low,0.94,0.81,0.27,0.82,0.41,0.18,0.46,0.56,0.76,0.35
+AI Engineer,117133,23,High School,0.09,0.61,0.29,Low,0.95,0.97,0.3,0.19,0.98,0.99,0.08,0.75,0.29,0.91
+Nurse,125065,13,Master's,0.89,0.5,0.18,Low,0.34,0.43,0.43,0.65,0.02,0.69,0.02,0.19,0.61,0.09
+Security Guard,147600,8,Master's,0.19,0.92,0.82,High,0.5,0.52,0.22,0.52,0.48,0.21,0.99,0.87,0.89,0.69
+Software Engineer,96333,15,Master's,0.82,0.54,0.5,Medium,0.4,0.21,0.38,0.98,0.72,0.3,0.61,0.25,0.61,0.9
+Mechanic,126847,29,High School,0.73,0.95,0.51,Medium,0.7,0.81,0.66,0.98,0.82,0.78,0.85,0.28,0.43,0.56
+Truck Driver,92244,20,PhD,0.85,0.53,0.75,High,0.88,0.06,0.23,0.35,0.75,0.56,0.95,0.23,0.87,0.28
+Doctor,93810,28,High School,0.5,0.57,0.15,Low,0.36,0.16,0.86,0.39,0.98,0.9,0.19,0.51,0.6,0.82
+AI Engineer,127211,12,PhD,0.62,0.54,0.17,Low,0.88,0.71,0.87,0.67,0.04,0.97,0.92,0.13,0.11,0.54
+Mechanic,35455,12,High School,0.38,0.64,0.5,Medium,0.34,0.35,0.64,0.89,0.56,0.69,0.66,0.55,0.31,0.38
+Retail Worker,37289,16,Master's,0.95,1.38,0.73,High,0.06,0.87,0.61,0.3,0.56,0.22,0.95,0.83,0.96,0.19
+Customer Support,81428,5,Master's,0.56,0.82,0.82,High,0.94,0.69,0.36,1.0,0.35,0.81,0.78,0.72,0.67,0.11
+Mechanic,123890,22,Master's,0.16,1.1,0.4,Medium,0.17,0.56,0.84,0.38,0.08,0.62,0.77,0.3,0.69,0.08
+Graphic Designer,67422,2,PhD,0.47,1.28,0.44,Medium,0.45,0.63,0.62,0.52,0.33,0.67,0.84,0.15,0.34,0.67
+Financial Analyst,62947,12,Bachelor's,0.22,0.72,0.35,Medium,0.65,0.75,0.68,0.92,0.15,0.32,0.34,0.23,0.14,0.49
+Security Guard,149554,3,High School,0.26,1.29,0.93,High,0.88,0.72,0.17,0.37,0.05,0.64,0.45,0.57,0.98,0.4
+AI Engineer,66497,8,High School,0.15,0.64,0.18,Low,0.75,0.56,0.87,0.32,0.6,0.66,0.28,0.4,0.59,0.02
+Software Engineer,91140,6,Master's,0.11,0.55,0.39,Medium,0.5,0.33,0.44,0.08,0.23,0.1,0.23,0.7,0.58,0.33
+Graphic Designer,147342,14,High School,1.0,1.27,0.63,Medium,0.03,0.06,0.71,0.19,0.43,0.18,0.18,0.11,0.59,0.74
+Research Scientist,119647,23,Bachelor's,0.28,1.16,0.15,Low,0.7,0.76,0.03,0.38,0.73,0.38,0.01,0.34,0.87,0.95
+Customer Support,31234,28,High School,0.31,0.97,0.76,High,0.17,0.49,0.74,0.22,0.91,0.17,0.56,0.78,0.21,0.3
+Retail Worker,34677,0,Master's,0.94,0.99,0.72,High,0.83,0.57,0.06,0.45,0.43,0.15,0.42,0.28,0.7,0.01
+Data Scientist,125288,8,Master's,0.92,0.93,0.37,Medium,0.79,0.85,0.21,0.71,0.62,0.75,0.79,0.66,0.96,0.86
+Security Guard,77540,13,PhD,0.55,1.25,0.85,High,0.04,0.21,0.08,0.11,0.02,0.42,0.18,0.86,0.75,0.57
+Mechanic,62953,29,High School,0.26,0.97,0.56,Medium,0.78,0.08,0.71,0.74,0.56,0.21,0.54,0.5,0.48,0.46
+Retail Worker,99754,1,Master's,0.18,0.6,0.76,High,0.26,0.25,0.21,0.74,0.82,0.33,0.31,0.84,0.62,0.29
+Financial Analyst,114865,26,High School,0.34,1.09,0.7,Medium,0.3,0.93,0.32,0.54,0.46,0.78,0.06,0.63,0.76,0.47
+Retail Worker,59904,9,Bachelor's,0.24,1.18,0.92,High,0.42,0.56,0.23,0.41,0.34,0.66,0.98,0.81,0.19,0.58
+Chef,53473,25,Master's,0.25,0.67,0.43,Medium,0.68,0.5,0.93,0.21,0.36,0.33,0.24,0.99,0.39,0.94
+Construction Worker,34564,0,Bachelor's,0.2,0.62,0.91,High,0.03,0.96,0.42,0.25,0.62,0.13,0.07,0.83,0.42,0.52
+HR Specialist,128259,26,Master's,0.37,1.01,0.61,Medium,0.5,0.78,0.12,0.06,0.16,0.77,0.76,0.14,0.03,0.69
+Graphic Designer,144486,28,Master's,0.75,0.7,0.53,Medium,0.76,0.26,0.53,0.31,0.23,0.97,0.91,0.45,0.14,0.73
+Data Scientist,136766,3,Master's,0.17,0.88,0.51,Medium,0.1,0.57,0.02,0.89,0.92,0.73,0.47,0.25,0.74,0.93
+Chef,139097,23,Bachelor's,0.47,0.82,0.44,Medium,0.41,0.95,0.26,0.49,0.95,0.48,0.86,0.06,0.95,0.19
+Customer Support,97004,8,Bachelor's,0.18,0.94,0.78,High,0.43,0.25,0.97,0.31,0.65,0.14,0.82,0.54,0.98,0.42
+Construction Worker,87143,25,Bachelor's,0.35,1.24,0.86,High,0.78,0.07,0.58,0.93,0.11,0.09,0.72,0.32,0.66,0.55
+Research Scientist,86668,20,Bachelor's,0.89,1.18,0.12,Low,0.26,0.88,0.59,0.79,0.45,0.1,0.33,0.16,0.78,0.7
+Chef,45027,5,Bachelor's,0.43,1.21,0.43,Medium,0.71,0.55,0.25,0.67,0.88,0.31,0.81,0.34,0.82,0.05
+Marketing Manager,86546,8,Bachelor's,0.11,1.37,0.51,Medium,0.59,0.84,0.05,0.39,0.64,0.4,0.03,0.65,0.39,0.02
+Chef,101621,7,Master's,0.22,1.01,0.37,Medium,0.36,0.75,0.81,0.8,0.7,0.54,0.55,0.95,0.88,0.65
+Graphic Designer,114191,24,PhD,0.73,0.56,0.68,Medium,0.55,0.5,0.29,0.0,0.06,0.26,0.54,0.08,0.97,0.41
+Teacher,41918,24,High School,0.53,0.56,0.26,Low,0.46,0.18,0.16,0.36,0.57,0.42,0.6,0.71,0.75,0.4
+Customer Support,130213,10,PhD,0.14,1.01,0.72,High,0.24,0.58,0.74,0.1,0.21,0.99,0.34,0.28,0.09,0.69
+Chef,88561,22,Master's,0.16,1.13,0.51,Medium,0.56,0.99,0.03,0.91,0.84,0.42,0.88,0.65,0.89,0.59
+Research Scientist,132013,1,High School,0.58,0.68,0.09,Low,0.65,0.95,0.59,0.8,0.17,0.65,0.73,0.04,0.1,0.78
+Security Guard,67010,19,Bachelor's,0.41,1.42,0.95,High,0.76,0.79,0.21,0.19,0.98,0.7,0.69,0.29,0.89,0.04
+Marketing Manager,131807,7,Master's,0.18,1.21,0.59,Medium,0.53,0.01,0.87,0.96,0.2,0.84,0.97,0.33,0.19,0.98
+Graphic Designer,117563,2,High School,0.28,1.24,0.55,Medium,0.68,0.71,0.69,0.34,0.31,0.43,0.81,0.94,0.46,0.09
+Nurse,51798,0,PhD,0.08,0.66,0.27,Low,0.55,0.35,0.93,0.96,0.33,0.87,0.68,0.27,0.94,0.06
+Data Scientist,73701,25,Master's,0.4,1.19,0.32,Medium,0.89,0.66,0.28,0.66,0.54,0.34,0.03,0.55,0.08,0.81
+Graphic Designer,135959,29,High School,0.43,0.93,0.52,Medium,0.04,0.2,0.2,0.6,0.26,0.14,0.02,0.84,0.97,0.7
+Mechanic,129721,14,Master's,0.12,0.98,0.48,Medium,0.42,0.38,0.5,0.07,0.04,0.06,0.2,0.28,0.17,0.25
+Nurse,98132,29,High School,0.15,0.79,0.15,Low,0.74,0.96,0.92,0.48,0.46,0.13,0.97,0.76,0.85,0.23
+HR Specialist,132945,5,Master's,0.1,1.44,0.41,Medium,0.6,0.15,0.8,0.19,0.81,0.4,0.58,0.27,0.88,0.76
+Graphic Designer,141318,10,High School,0.59,0.63,0.36,Medium,0.53,0.64,0.56,0.56,0.74,0.9,0.39,0.54,0.89,0.46
+Chef,114005,26,PhD,0.77,1.38,0.6,Medium,0.1,0.46,0.21,0.32,0.47,0.22,0.52,0.64,0.87,0.21
+Data Scientist,107974,6,Bachelor's,0.41,0.72,0.43,Medium,0.88,0.14,0.44,0.31,0.08,0.1,0.78,0.85,0.74,0.54
+Teacher,96214,27,Master's,0.15,1.28,0.16,Low,0.75,0.23,0.83,0.57,0.01,0.52,0.31,0.06,0.45,0.31
+Research Scientist,89876,10,Master's,0.35,0.68,0.12,Low,0.12,0.08,0.91,0.9,0.83,0.23,0.73,0.59,0.05,0.9
+Graphic Designer,144947,14,Master's,0.71,0.73,0.52,Medium,0.11,0.3,0.72,0.3,0.15,0.01,0.57,0.97,0.48,0.21
+Marketing Manager,129590,18,Master's,0.6,1.3,0.48,Medium,0.17,0.19,0.9,0.24,0.73,0.27,0.72,0.08,0.21,0.41
+AI Engineer,147129,29,PhD,0.35,1.07,0.13,Low,0.68,0.51,0.71,0.43,0.88,0.38,0.31,0.56,0.51,0.52
+Nurse,107417,7,High School,0.59,1.39,0.2,Low,0.02,0.87,0.84,0.05,0.13,0.56,0.04,0.41,0.98,0.17
+Mechanic,75631,9,Bachelor's,0.68,0.54,0.63,Medium,0.2,0.53,0.25,0.66,0.59,0.95,0.45,0.87,0.58,0.91
+Marketing Manager,85753,3,High School,0.55,0.89,0.33,Medium,0.57,0.79,0.56,0.28,0.26,0.24,0.98,0.4,0.32,0.42
+HR Specialist,91138,28,Bachelor's,0.2,1.01,0.62,Medium,0.88,0.87,0.94,0.13,0.04,0.11,0.6,0.56,0.67,0.37
+Customer Support,106258,19,PhD,0.55,0.58,0.9,High,0.92,0.39,0.74,0.55,0.24,0.07,0.25,0.6,0.04,0.84
+Nurse,140514,10,Bachelor's,0.9,1.26,0.26,Low,0.6,0.89,0.5,0.99,0.1,0.81,0.64,0.58,0.73,0.84
+Truck Driver,47762,5,Bachelor's,0.38,1.33,0.74,High,0.14,0.65,0.91,0.11,0.59,0.08,0.81,0.91,0.63,0.69
+Data Scientist,101060,4,Master's,0.07,0.68,0.41,Medium,0.76,0.44,0.08,0.85,0.99,0.46,0.51,0.08,0.38,0.37
+Software Engineer,37361,7,PhD,0.66,1.28,0.35,Medium,0.42,0.19,0.86,0.15,0.44,0.05,0.63,0.48,0.5,0.1
+Retail Worker,47736,22,Master's,0.56,1.46,0.71,High,0.92,0.48,0.21,0.67,0.52,0.23,0.63,0.47,0.69,0.69
+Graphic Designer,57814,1,PhD,0.39,0.56,0.5,Medium,0.24,0.05,0.33,0.09,0.58,0.5,0.79,0.27,0.37,0.69
+Software Engineer,135636,22,High School,0.9,1.02,0.57,Medium,0.53,0.43,0.6,0.39,0.28,0.71,0.87,0.29,0.71,0.43
+Lawyer,124697,12,Bachelor's,0.62,1.44,0.44,Medium,0.76,0.31,0.8,0.76,0.77,1.0,0.14,0.39,0.63,0.59
+Security Guard,132887,9,Master's,0.05,1.21,0.88,High,0.06,0.54,0.24,0.8,0.05,0.15,0.1,0.07,0.6,0.87
+Graphic Designer,104336,21,Master's,0.21,0.84,0.44,Medium,0.45,0.42,0.67,0.34,0.66,0.55,0.05,0.92,0.18,0.45
+Security Guard,143398,11,High School,0.25,0.52,0.82,High,0.22,0.58,0.82,0.51,0.65,0.67,0.82,0.69,0.98,0.46
+Graphic Designer,143546,8,Master's,0.39,1.34,0.35,Medium,0.74,0.54,0.9,0.73,0.66,0.89,0.91,0.38,0.93,0.05
+Retail Worker,132676,23,Master's,0.34,0.99,0.91,High,0.64,0.46,0.16,0.94,0.33,0.1,0.56,0.41,0.59,0.23
+Mechanic,54569,29,PhD,0.38,0.67,0.61,Medium,0.99,0.28,0.92,0.13,0.95,0.75,0.35,0.3,0.64,0.59
+Construction Worker,124093,12,Bachelor's,0.77,1.04,0.93,High,0.59,0.85,0.84,0.92,0.07,0.58,0.47,0.49,0.46,0.84
+Truck Driver,83638,15,Bachelor's,0.46,0.7,0.76,High,0.66,0.12,0.19,0.53,0.04,0.13,0.86,0.85,0.35,0.35
+AI Engineer,126765,21,Bachelor's,0.03,1.08,0.2,Low,0.79,0.95,0.36,0.44,0.67,0.97,0.89,0.67,0.86,0.09
+Research Scientist,121190,16,High School,0.01,0.68,0.21,Low,0.89,0.63,0.66,0.1,0.66,0.45,0.65,0.33,0.58,0.42
+Teacher,84916,13,High School,0.15,0.9,0.14,Low,0.74,0.71,0.91,0.63,0.31,0.78,0.5,0.19,0.75,0.13
+Truck Driver,125462,13,Bachelor's,0.76,1.27,0.9,High,0.29,0.87,0.72,0.83,0.71,0.58,0.11,0.71,0.69,0.31
+Mechanic,74838,15,Master's,0.55,1.06,0.45,Medium,0.12,0.22,0.77,0.27,0.0,1.0,0.21,0.66,0.93,0.6
+UX Researcher,113253,10,Master's,0.89,0.78,0.39,Medium,1.0,0.21,0.67,0.95,0.9,0.44,0.64,0.53,0.35,0.14
+Chef,111546,6,PhD,0.09,1.11,0.54,Medium,0.33,0.14,0.8,0.46,0.73,0.02,0.07,0.18,0.11,0.19
+Customer Support,140217,21,High School,0.05,0.54,0.71,High,0.7,0.54,0.37,0.68,0.55,0.01,0.84,0.35,0.4,0.78
+Software Engineer,107576,7,High School,0.01,1.41,0.5,Medium,0.35,0.82,0.03,0.2,0.16,0.74,0.31,0.77,0.04,0.61
+Security Guard,89849,19,PhD,0.19,1.32,0.8,High,0.57,0.03,0.79,0.29,0.69,0.76,0.12,0.3,0.72,0.23
+UX Researcher,133970,23,Master's,0.51,0.87,0.48,Medium,0.9,0.18,0.81,0.02,0.92,0.5,0.23,0.0,0.56,0.24
+Financial Analyst,65340,11,High School,0.28,0.59,0.5,Medium,0.56,0.45,0.46,0.59,0.53,0.13,0.2,0.14,0.69,0.53
+Construction Worker,94605,27,Master's,0.8,0.83,0.84,High,0.07,0.74,0.7,0.8,0.88,0.76,0.84,0.35,0.34,0.94
+Graphic Designer,132025,3,Bachelor's,0.55,0.87,0.65,Medium,0.32,0.15,0.64,0.04,0.38,0.81,0.3,0.93,0.96,0.82
+Chef,42623,8,PhD,0.53,1.07,0.63,Medium,0.49,0.41,0.61,0.66,0.75,0.67,0.75,0.67,0.48,0.13
+Teacher,82913,27,Bachelor's,0.77,0.86,0.12,Low,0.49,0.79,0.64,0.04,0.48,0.99,0.35,0.44,0.29,0.5
+Lawyer,39159,4,Master's,0.25,1.21,0.36,Medium,0.93,0.31,0.58,0.32,0.48,0.9,0.07,0.86,0.56,0.67
+Retail Worker,70294,16,PhD,0.76,0.63,0.94,High,0.8,0.49,0.92,0.17,0.99,0.72,0.1,0.54,0.71,0.61
+AI Engineer,110381,9,Bachelor's,0.35,0.84,0.26,Low,0.23,0.09,0.6,0.69,0.29,0.6,0.78,0.35,0.53,0.15
+Truck Driver,142488,4,PhD,0.98,0.8,0.77,High,0.97,0.73,0.59,0.7,0.71,0.76,0.07,0.41,0.3,0.07
+UX Researcher,35749,24,High School,0.62,0.68,0.42,Medium,0.64,0.58,0.87,0.79,0.97,0.6,0.7,0.86,0.84,0.72
+Truck Driver,81833,12,PhD,0.27,1.38,0.89,High,0.84,0.14,0.31,0.42,0.84,0.89,0.28,0.69,0.08,0.41
+Financial Analyst,52703,6,Master's,0.77,1.39,0.43,Medium,0.53,0.65,0.33,0.99,0.88,0.3,0.51,0.23,0.51,0.68
+Doctor,76554,15,High School,0.87,1.09,0.3,Low,0.03,0.83,0.79,0.13,0.34,0.88,0.52,0.4,0.91,0.09
+Construction Worker,67648,25,High School,0.65,1.11,0.77,High,0.56,0.71,0.58,0.68,0.26,0.83,0.45,0.99,0.02,0.38
+Retail Worker,135718,4,Bachelor's,0.56,0.74,0.88,High,0.88,0.21,0.16,0.88,0.36,0.43,0.22,0.43,0.23,0.67
+Retail Worker,53876,18,PhD,0.58,0.72,0.77,High,0.77,0.79,0.49,0.15,0.06,0.27,0.73,0.6,0.72,0.47
+Marketing Manager,56513,11,PhD,0.48,0.58,0.33,Medium,0.83,0.63,0.28,0.76,0.14,0.65,0.99,0.15,0.14,0.47
+Lawyer,125564,15,Master's,0.03,1.0,0.33,Medium,0.24,0.71,0.74,0.73,0.07,0.79,0.43,0.48,0.42,0.86
+Truck Driver,65253,22,High School,0.5,1.33,0.9,High,0.01,0.48,0.04,0.31,0.8,0.94,0.24,0.02,0.4,0.34
+Software Engineer,138482,23,Bachelor's,0.5,0.9,0.39,Medium,0.83,0.25,0.05,0.56,0.32,0.71,0.08,0.97,0.19,0.36
+Doctor,143169,0,Bachelor's,0.69,0.7,0.17,Low,0.21,0.02,0.48,0.42,0.43,0.21,0.95,0.0,0.89,0.74
+Mechanic,89816,16,Master's,0.47,1.49,0.56,Medium,0.13,0.46,0.47,0.8,0.92,0.08,0.31,0.3,1.0,0.56
+Construction Worker,71729,11,Bachelor's,0.43,1.22,0.77,High,0.91,0.46,0.8,0.26,0.69,0.41,0.03,0.41,0.55,0.15
+AI Engineer,90924,11,PhD,0.46,0.84,0.16,Low,0.46,0.14,0.18,0.85,0.16,0.67,0.42,0.97,0.07,0.83
+Mechanic,135963,23,PhD,0.01,0.76,0.46,Medium,0.31,0.36,0.92,0.36,0.42,0.76,0.79,0.08,0.7,0.48
+Marketing Manager,46294,4,Master's,0.26,0.55,0.44,Medium,0.26,0.38,0.58,0.73,0.61,0.68,0.87,0.87,0.86,0.15
+Software Engineer,34383,24,Master's,0.5,0.86,0.35,Medium,0.29,0.98,0.35,0.42,0.01,0.72,0.41,0.1,0.97,0.78
+Doctor,93742,18,Bachelor's,0.96,0.91,0.23,Low,0.21,0.7,0.01,0.13,0.43,0.01,0.46,0.52,0.62,0.1
+Retail Worker,82210,8,PhD,0.61,1.16,0.71,High,0.54,0.78,0.07,0.41,0.33,0.91,0.19,0.32,0.9,0.33
+Security Guard,55281,25,PhD,0.91,0.79,0.91,High,0.44,0.72,0.11,0.54,0.96,0.67,0.82,0.26,0.8,0.35
+Teacher,35143,10,High School,0.19,0.99,0.18,Low,0.62,0.87,0.3,0.98,0.85,0.4,0.23,0.07,0.23,0.88
+Marketing Manager,67404,17,Master's,0.14,0.52,0.42,Medium,0.22,0.1,0.95,0.27,0.01,0.94,0.58,0.08,0.03,0.11
+AI Engineer,83568,24,PhD,0.57,1.15,0.09,Low,0.49,0.96,0.84,0.72,0.52,0.39,0.45,0.76,0.55,0.76
+Security Guard,134534,1,PhD,0.64,1.1,0.8,High,0.2,0.37,0.52,0.03,0.48,0.86,0.98,0.86,0.17,0.16
+Customer Support,37120,20,High School,0.23,1.18,0.72,High,0.44,0.28,0.6,0.8,0.92,0.96,0.35,0.86,0.59,0.69
+Chef,140931,7,Master's,0.13,1.45,0.52,Medium,0.34,0.34,0.75,0.68,0.73,0.25,0.17,0.72,0.3,0.22
+Chef,68191,7,High School,0.15,0.93,0.4,Medium,0.89,0.69,0.74,0.4,0.6,0.5,0.17,0.05,0.68,0.12
+Lawyer,58453,1,Bachelor's,0.44,1.24,0.61,Medium,0.87,0.2,0.99,0.76,0.16,0.84,0.5,0.07,0.13,0.43
+UX Researcher,114815,15,PhD,0.95,0.72,0.49,Medium,0.23,0.56,0.91,0.57,0.51,0.75,0.15,0.91,0.58,0.69
+HR Specialist,122562,18,High School,0.64,1.14,0.59,Medium,0.05,0.38,0.96,0.26,0.54,0.18,0.32,0.72,0.64,0.41
+Customer Support,145427,7,Master's,0.78,0.77,0.82,High,0.88,0.02,0.58,0.23,0.06,0.91,0.82,0.19,0.84,0.15
+Customer Support,142113,11,Bachelor's,0.43,0.87,0.85,High,0.06,0.69,0.78,0.4,0.17,0.03,0.64,0.27,0.46,0.39
+Truck Driver,111912,10,PhD,0.51,0.96,0.86,High,0.25,0.21,0.81,0.7,0.77,0.12,0.22,0.58,0.86,0.89
+Retail Worker,33390,14,Bachelor's,0.04,1.32,0.92,High,0.06,0.42,0.54,0.23,0.52,0.89,0.87,0.94,0.48,0.41
+Lawyer,100174,20,PhD,0.42,0.54,0.59,Medium,0.28,0.05,0.02,0.93,0.25,0.45,0.95,0.47,0.08,0.55
+Marketing Manager,42225,27,PhD,0.1,1.35,0.42,Medium,0.68,0.51,0.22,0.52,0.07,0.35,0.52,0.23,0.66,0.05
+Truck Driver,62864,29,Master's,0.71,0.93,0.92,High,0.63,0.96,0.28,0.94,0.61,0.75,0.9,0.55,0.86,0.54
+AI Engineer,102135,15,Master's,0.45,0.65,0.19,Low,0.98,0.79,0.75,0.64,0.35,0.17,0.22,0.01,0.67,0.81
+Doctor,120061,26,Bachelor's,0.09,0.84,0.12,Low,0.45,0.26,0.34,0.91,0.33,0.79,0.63,0.34,0.82,0.6
+Customer Support,84879,3,High School,0.07,1.25,0.81,High,0.41,0.15,0.16,0.8,0.83,0.56,0.3,0.93,0.62,0.8
+Chef,105342,22,Bachelor's,0.45,1.37,0.44,Medium,0.73,0.66,0.15,0.77,0.11,0.73,0.99,0.96,0.8,0.53
+HR Specialist,115424,27,PhD,0.73,0.51,0.34,Medium,0.6,0.01,0.91,0.49,0.26,0.39,0.85,0.93,0.12,0.78
+Security Guard,75381,12,Bachelor's,0.87,1.39,0.84,High,0.07,0.48,0.21,0.44,0.72,0.67,0.78,0.48,0.51,0.94
+Financial Analyst,112146,23,PhD,0.75,1.16,0.56,Medium,0.91,0.36,0.43,0.38,0.77,0.87,0.36,0.14,0.49,0.98
+Marketing Manager,61973,11,High School,0.45,0.77,0.67,Medium,0.55,0.58,0.01,0.65,0.31,0.51,0.53,0.59,0.82,0.3
+Software Engineer,147442,16,PhD,0.8,1.22,0.39,Medium,0.0,0.67,0.16,0.96,0.6,0.85,0.81,0.56,0.44,0.5
+Doctor,73904,2,Bachelor's,0.64,0.71,0.2,Low,0.4,0.06,0.38,0.23,0.84,0.1,0.36,0.7,0.9,0.34
+UX Researcher,131937,24,Bachelor's,0.37,0.7,0.43,Medium,0.64,0.72,0.37,0.15,0.14,0.81,0.65,0.73,0.49,0.46
+Graphic Designer,122928,23,Master's,0.5,0.91,0.67,Medium,0.61,0.29,0.56,0.99,0.85,0.28,0.95,0.98,0.23,0.9
+Financial Analyst,133120,25,High School,0.04,1.17,0.42,Medium,0.67,0.91,0.5,0.41,0.92,0.97,0.06,0.92,0.08,0.34
+Data Scientist,33796,5,High School,0.78,1.23,0.32,Medium,0.13,0.94,0.08,0.08,0.84,0.64,0.35,0.17,0.88,0.99
+Lawyer,92058,1,PhD,0.55,0.76,0.63,Medium,0.35,0.71,0.54,0.54,0.86,0.47,0.85,0.36,0.17,0.46
+Graphic Designer,46005,28,Bachelor's,0.48,1.31,0.53,Medium,0.89,0.51,0.22,0.13,0.87,0.06,0.12,0.06,0.42,0.53
+Security Guard,63445,14,PhD,0.52,0.89,0.89,High,0.83,0.68,0.47,0.22,0.85,0.34,0.36,0.92,0.98,0.9
+Data Scientist,50377,0,Master's,0.87,1.2,0.42,Medium,0.95,0.88,0.24,0.49,0.07,0.95,0.57,0.25,0.29,0.98
+Retail Worker,88851,0,Bachelor's,0.42,1.0,0.72,High,0.08,0.59,0.51,0.36,0.57,0.07,0.94,0.29,0.07,0.17
+AI Engineer,94127,13,Master's,0.18,0.92,0.23,Low,0.27,0.44,0.93,0.3,0.79,0.16,0.18,0.46,0.23,0.9
+Graphic Designer,36703,11,High School,0.82,1.24,0.69,Medium,0.53,0.09,0.37,0.84,0.4,0.46,0.41,0.24,0.07,0.18
+Research Scientist,120027,21,Master's,0.25,1.07,0.2,Low,0.57,0.08,0.67,0.38,0.88,0.53,0.08,0.01,0.7,0.4
+Software Engineer,36384,13,PhD,0.45,0.57,0.46,Medium,0.31,0.8,0.17,0.76,0.5,0.08,0.97,0.73,0.26,0.58
+Chef,41460,29,High School,0.43,1.46,0.65,Medium,0.41,0.35,0.12,0.04,0.3,0.94,0.96,0.81,0.35,0.14
+Software Engineer,87803,1,High School,0.65,0.92,0.58,Medium,0.75,0.78,0.5,0.79,0.03,0.68,0.24,0.27,0.09,0.19
+Doctor,46482,1,PhD,0.42,1.43,0.09,Low,0.2,0.56,0.35,0.64,0.42,0.81,0.43,0.57,0.32,0.7
+Customer Support,73307,20,PhD,0.4,0.78,0.85,High,0.94,0.13,0.8,0.54,0.53,0.96,0.61,0.83,0.51,0.25
+Graphic Designer,37505,27,PhD,0.92,1.34,0.38,Medium,0.32,0.52,0.57,0.19,0.23,0.76,0.73,0.84,0.93,0.31
+Customer Support,57205,10,PhD,0.67,1.46,0.77,High,0.27,0.7,0.93,0.82,0.73,0.39,0.72,0.8,0.75,0.68
+UX Researcher,82025,10,PhD,0.66,0.98,0.68,Medium,0.61,0.61,0.99,0.09,0.28,0.66,0.32,0.35,0.89,0.58
+Lawyer,121676,21,Master's,0.31,0.58,0.52,Medium,0.17,0.86,0.58,0.06,0.3,0.62,0.34,0.51,0.91,0.35
+Security Guard,145614,28,High School,0.82,0.82,0.72,High,0.18,0.95,0.93,0.22,0.55,0.14,0.67,0.19,0.05,0.82
+Retail Worker,124362,1,High School,0.11,1.33,0.89,High,0.68,0.91,0.49,0.13,0.06,0.32,0.09,0.54,0.01,0.44
+Financial Analyst,133132,12,Bachelor's,0.37,1.18,0.44,Medium,0.34,0.99,0.72,0.51,0.58,0.62,0.02,0.08,0.65,0.36
+Truck Driver,133601,9,Master's,0.3,0.63,0.93,High,0.2,0.14,0.63,0.52,0.58,0.44,0.47,0.78,0.22,0.4
+Financial Analyst,32894,3,Bachelor's,0.19,0.79,0.38,Medium,0.02,0.27,0.05,0.15,0.36,0.02,0.75,0.8,0.41,0.98
+Data Scientist,65714,11,High School,0.74,0.69,0.63,Medium,0.95,0.24,0.69,0.75,0.31,0.48,0.1,0.17,0.06,0.56
+Marketing Manager,110560,25,Bachelor's,0.92,1.04,0.4,Medium,0.06,0.88,0.48,0.74,0.01,0.49,0.33,0.03,0.78,0.51
+Nurse,115236,23,High School,0.81,0.95,0.05,Low,0.94,0.26,0.83,0.82,0.16,0.47,0.04,0.35,0.73,0.24
+Truck Driver,36276,16,Master's,0.51,1.04,0.87,High,0.76,0.7,0.85,0.22,0.57,0.36,0.96,0.44,0.96,0.77
+Graphic Designer,111779,22,Bachelor's,0.49,0.94,0.51,Medium,0.29,0.9,0.79,0.8,0.43,0.07,0.68,0.37,0.87,0.78
+Software Engineer,44775,26,High School,0.6,1.19,0.53,Medium,0.51,0.23,0.24,0.77,0.02,0.78,0.53,0.94,1.0,0.66
+HR Specialist,140564,22,Bachelor's,0.48,0.7,0.34,Medium,0.58,0.81,0.26,0.42,0.55,0.91,0.14,0.24,0.92,0.04
+Construction Worker,108256,23,Master's,0.64,0.88,0.82,High,0.85,0.16,0.23,0.51,0.41,0.57,0.92,0.92,0.23,0.3
+Data Scientist,117377,1,Bachelor's,0.93,0.9,0.48,Medium,0.8,0.51,0.12,0.44,0.63,0.72,0.65,0.12,0.3,0.73
+Security Guard,39479,19,Bachelor's,0.05,0.54,0.86,High,0.55,0.16,0.55,0.97,0.63,0.45,0.83,0.21,0.41,0.53
+Construction Worker,130003,19,High School,0.92,0.79,0.71,High,0.92,0.22,0.38,0.53,0.98,0.54,0.45,0.58,0.97,0.82
+Software Engineer,128039,17,PhD,0.8,1.34,0.58,Medium,0.66,0.44,0.64,0.74,0.12,0.26,0.19,0.84,0.68,0.45
+Marketing Manager,55563,3,Bachelor's,0.72,1.41,0.33,Medium,0.51,0.71,0.21,0.33,0.42,0.79,0.49,0.49,0.43,0.23
+Mechanic,57287,28,Master's,0.32,1.07,0.36,Medium,0.43,0.9,1.0,0.36,0.15,0.31,0.33,0.64,0.5,0.77
+Graphic Designer,70103,5,PhD,0.25,1.28,0.64,Medium,0.6,0.93,0.78,0.6,0.91,0.6,0.52,0.36,0.88,0.12
+Doctor,126600,19,Master's,0.54,1.05,0.21,Low,0.51,0.26,0.86,0.66,0.86,0.28,0.64,0.71,0.38,0.81
+Financial Analyst,57217,16,Master's,0.59,1.11,0.51,Medium,0.63,0.17,0.68,0.34,0.45,0.33,0.47,0.62,0.84,0.48
+Data Scientist,82216,22,Bachelor's,0.49,1.19,0.44,Medium,0.41,0.56,0.29,0.21,0.14,0.35,0.05,0.58,0.18,0.38
+Teacher,147063,28,High School,0.63,1.35,0.21,Low,0.54,0.67,0.03,0.12,0.09,0.1,0.26,0.53,0.11,0.94
+Chef,67631,21,Master's,0.6,0.99,0.32,Medium,0.52,0.56,0.69,1.0,0.42,0.51,0.08,0.83,0.1,0.93
+Construction Worker,116425,27,Master's,0.34,0.83,0.94,High,0.98,0.97,0.7,0.11,0.39,0.29,0.71,0.49,0.62,0.01
+Marketing Manager,146598,16,Master's,0.95,1.17,0.64,Medium,0.48,0.02,0.99,0.06,0.19,0.05,0.62,0.58,0.21,0.96
+Data Scientist,45597,28,Master's,0.28,1.16,0.64,Medium,0.36,0.25,0.26,0.82,0.46,0.72,0.65,0.31,0.21,0.13
+Software Engineer,119643,4,PhD,0.08,0.76,0.59,Medium,0.15,0.52,0.25,0.51,0.75,0.27,0.35,0.72,0.55,0.09
+Construction Worker,56108,28,High School,0.28,0.89,0.76,High,0.54,0.71,0.8,0.92,0.36,0.93,0.62,0.39,0.89,0.58
+Data Scientist,40130,23,PhD,0.95,1.33,0.35,Medium,0.88,0.68,0.33,0.87,0.6,0.85,0.47,0.5,0.29,0.39
+Nurse,43077,5,High School,0.29,0.78,0.06,Low,0.12,0.52,0.58,0.82,0.06,0.36,0.2,0.36,0.35,0.35
+Graphic Designer,38957,12,Master's,0.76,1.19,0.44,Medium,0.15,0.52,0.92,0.12,0.75,0.6,0.59,0.93,0.96,0.24
+HR Specialist,52989,20,PhD,0.62,0.91,0.57,Medium,0.96,0.52,0.94,0.64,0.48,0.64,0.6,0.42,0.56,0.7
+Marketing Manager,70544,1,PhD,0.01,1.05,0.5,Medium,0.05,0.63,0.94,0.4,0.89,0.81,0.16,0.79,0.52,0.92
+Construction Worker,45580,4,High School,0.13,0.74,0.71,High,0.32,0.28,0.42,0.46,0.14,0.62,0.22,0.12,0.71,0.02
+UX Researcher,110614,2,Master's,0.14,1.38,0.63,Medium,0.06,0.55,0.3,0.19,0.31,0.82,0.06,0.65,0.91,0.45
+Mechanic,135953,15,High School,0.91,1.11,0.48,Medium,0.74,0.92,0.68,0.21,0.82,0.95,0.41,0.7,0.52,0.11
+AI Engineer,111687,21,High School,0.16,1.17,0.2,Low,0.03,0.06,0.26,0.74,0.13,0.2,0.91,0.55,0.62,0.46
+HR Specialist,147426,15,Bachelor's,0.25,1.09,0.49,Medium,0.4,0.69,0.4,0.04,0.84,0.32,0.95,0.88,0.23,0.97
+Data Scientist,92778,13,High School,0.99,1.18,0.67,Medium,0.69,0.86,0.61,0.93,0.52,0.74,0.92,0.42,0.03,0.11
+Nurse,107863,15,PhD,0.87,0.98,0.29,Low,0.19,0.11,0.6,0.38,0.34,0.73,0.15,0.78,0.36,0.99
+HR Specialist,73622,14,High School,0.28,0.55,0.48,Medium,0.77,0.02,0.11,0.72,0.59,0.72,0.23,0.8,0.48,0.61
+Construction Worker,119565,9,Master's,0.21,1.27,0.76,High,0.09,0.6,0.55,0.61,0.62,0.5,0.49,0.92,0.53,0.62
+Lawyer,36944,29,Master's,0.87,0.52,0.52,Medium,0.38,0.6,0.36,0.72,0.02,0.41,0.83,0.25,0.05,0.5
+AI Engineer,36357,27,Bachelor's,0.06,0.57,0.2,Low,0.25,0.41,0.83,0.2,0.72,0.5,0.9,0.97,0.48,0.58
+Security Guard,130709,29,Bachelor's,0.32,0.73,0.94,High,0.43,0.0,0.84,0.6,0.17,0.03,0.29,0.93,0.93,0.31
+Software Engineer,133134,3,High School,0.44,1.15,0.43,Medium,0.52,0.29,0.06,0.14,0.29,0.98,0.97,0.83,0.23,0.44
+Financial Analyst,135383,29,Master's,0.39,0.54,0.51,Medium,0.07,0.8,0.69,0.35,0.65,0.23,0.27,0.31,0.8,0.21
+Truck Driver,58212,13,Master's,0.2,0.79,0.76,High,0.65,0.53,0.72,0.22,0.01,0.68,0.11,0.25,0.31,0.75
+Marketing Manager,59210,25,Bachelor's,0.18,1.1,0.58,Medium,0.39,0.25,0.68,0.61,0.08,0.67,0.49,0.75,0.19,0.26
+Mechanic,65630,6,Master's,0.48,0.89,0.6,Medium,0.56,0.71,0.15,0.73,0.46,0.03,0.23,0.03,0.46,0.33
+HR Specialist,127942,20,High School,0.87,1.33,0.5,Medium,0.81,0.27,0.56,0.39,0.17,0.07,0.56,0.1,0.72,0.92
+Graphic Designer,147050,16,High School,0.47,1.24,0.41,Medium,0.92,0.89,0.1,0.03,0.98,0.96,0.42,0.05,0.62,0.29
+Software Engineer,100655,3,Bachelor's,0.79,1.15,0.41,Medium,0.7,0.29,0.04,0.51,0.49,0.76,0.87,0.35,0.45,0.47
+Software Engineer,52901,8,Master's,0.74,1.02,0.67,Medium,0.65,0.21,0.16,0.37,0.35,0.41,0.18,0.98,0.15,0.65
+Marketing Manager,63144,24,PhD,0.41,0.81,0.45,Medium,0.5,0.6,0.58,0.63,0.84,0.89,0.74,0.08,0.96,0.95
+Software Engineer,44410,7,Bachelor's,0.54,1.15,0.51,Medium,0.69,0.49,0.53,0.94,0.39,0.76,0.33,0.33,0.93,0.7
+Mechanic,43785,27,Master's,0.99,0.5,0.69,Medium,0.1,0.07,0.77,0.35,0.92,0.54,0.39,0.07,0.46,0.28
+Security Guard,90037,11,Bachelor's,0.67,1.48,0.79,High,0.3,0.09,0.22,0.28,0.34,0.63,0.11,0.06,0.93,0.8
+Lawyer,132424,5,PhD,0.64,1.09,0.6,Medium,0.86,0.36,0.66,0.8,0.7,0.92,0.49,0.8,0.91,0.56
+Retail Worker,118400,12,High School,0.82,1.35,0.8,High,0.23,0.98,0.55,0.52,0.95,0.41,0.85,0.7,0.97,0.43
+Research Scientist,41151,22,High School,0.57,0.98,0.13,Low,0.55,0.57,0.9,0.7,0.83,0.77,0.28,0.21,0.26,0.15
+Mechanic,56257,4,Bachelor's,0.65,1.04,0.57,Medium,0.36,0.21,0.2,0.6,0.16,0.4,0.21,0.66,0.62,0.38
+Nurse,136933,16,Bachelor's,0.21,0.97,0.29,Low,0.27,0.19,0.22,0.71,0.91,0.08,0.75,0.49,0.83,0.42
+Lawyer,50705,29,PhD,0.37,1.32,0.65,Medium,0.14,0.54,0.68,0.08,0.93,0.52,0.65,0.18,0.26,0.12
+Graphic Designer,123064,9,PhD,0.49,1.33,0.51,Medium,0.24,0.04,0.62,0.42,0.98,0.78,0.81,0.01,0.78,0.19
+Lawyer,77089,24,Bachelor's,0.45,1.07,0.35,Medium,0.46,0.04,0.04,0.66,0.95,0.78,0.47,0.06,0.05,0.16
+Financial Analyst,76978,7,High School,0.4,1.34,0.58,Medium,0.61,0.95,0.23,0.45,0.86,0.55,0.25,0.21,0.75,0.01
+Graphic Designer,62235,5,Bachelor's,0.02,1.13,0.54,Medium,0.58,0.47,0.85,0.66,0.78,0.12,0.05,0.03,0.15,0.67
+Doctor,43739,17,PhD,0.75,0.69,0.14,Low,0.89,0.94,0.92,0.82,0.69,0.91,0.71,0.95,0.02,0.92
+Graphic Designer,96321,2,Bachelor's,0.11,0.71,0.64,Medium,0.51,0.98,0.12,0.41,0.33,0.52,0.63,0.66,0.0,0.09
+Software Engineer,94314,10,Bachelor's,0.06,0.92,0.38,Medium,0.79,0.58,0.36,0.29,0.56,0.43,0.06,0.67,0.5,0.28
+Truck Driver,72229,12,High School,0.38,1.47,0.88,High,0.69,0.23,0.56,0.36,0.24,0.9,0.38,0.28,0.93,0.2
+Chef,121842,3,Master's,0.65,1.42,0.63,Medium,0.71,0.31,0.5,0.94,0.02,0.79,0.25,0.19,0.23,0.06
+Security Guard,55564,25,High School,0.87,1.02,0.88,High,0.56,0.81,0.84,0.23,0.46,0.63,0.98,0.68,0.9,0.85
+Lawyer,35555,4,Bachelor's,0.89,0.88,0.45,Medium,0.78,0.13,0.31,0.61,0.42,0.94,0.96,0.5,0.54,0.72
+Graphic Designer,116134,9,PhD,0.19,1.25,0.6,Medium,0.24,0.83,0.61,0.24,0.65,0.23,0.27,0.85,0.93,0.26
+Security Guard,79326,16,PhD,0.24,0.62,0.71,High,0.24,0.39,0.93,0.24,0.37,0.73,0.3,0.68,0.43,0.2
+Financial Analyst,114141,22,Master's,0.03,0.79,0.44,Medium,0.46,0.68,0.46,0.59,0.6,0.37,0.93,0.96,0.58,0.07
+Chef,65120,7,Bachelor's,0.18,0.98,0.38,Medium,0.7,0.08,0.95,0.2,0.66,0.92,0.25,0.93,0.39,0.96
+AI Engineer,115317,0,Master's,0.19,1.33,0.1,Low,0.23,0.08,0.16,0.63,0.45,0.79,0.33,0.97,0.05,0.06
+Doctor,115564,7,PhD,0.89,1.3,0.17,Low,0.27,0.01,0.51,0.48,0.34,0.58,0.73,0.7,0.26,0.59
+UX Researcher,35504,14,Bachelor's,0.12,1.29,0.58,Medium,0.77,0.15,0.91,0.13,0.87,0.35,0.11,0.29,0.18,0.49
+Lawyer,63489,20,PhD,0.33,1.11,0.66,Medium,0.63,0.36,0.99,0.19,0.52,0.8,0.0,0.7,0.27,0.17
+Teacher,135390,18,PhD,0.97,1.39,0.1,Low,0.12,0.36,0.59,0.87,0.97,0.75,0.6,0.14,0.07,0.6
+Teacher,36902,13,Master's,0.85,0.82,0.06,Low,0.42,0.97,0.8,0.03,0.87,0.47,0.36,0.35,0.6,0.53
+Truck Driver,77373,29,High School,0.57,0.64,0.76,High,0.84,0.66,0.45,0.18,0.01,0.31,0.05,0.48,0.82,0.29
+Teacher,57309,16,PhD,0.7,0.63,0.21,Low,0.15,0.65,0.14,0.39,0.57,0.05,0.15,0.32,0.46,0.86
+AI Engineer,104010,16,Master's,0.35,0.98,0.12,Low,0.63,0.26,0.77,0.51,0.09,0.63,0.57,0.34,0.01,0.2
+Data Scientist,68011,25,Master's,0.2,1.08,0.58,Medium,0.86,0.65,0.69,0.61,0.99,0.26,0.27,0.13,0.49,0.1
+Chef,51460,8,High School,0.48,1.46,0.69,Medium,0.74,0.39,0.87,0.88,0.91,0.64,0.2,0.09,0.91,0.06
+Graphic Designer,125076,26,High School,0.49,0.52,0.66,Medium,0.29,0.03,0.99,0.31,0.88,0.45,0.66,0.24,0.5,0.26
+Customer Support,45281,15,High School,0.06,0.77,0.92,High,0.48,0.6,0.65,0.07,0.02,0.94,0.27,0.38,0.68,0.24
+Customer Support,67038,21,PhD,0.46,1.36,0.77,High,0.2,0.83,0.33,0.41,0.79,0.64,0.44,0.25,0.76,0.18
+Construction Worker,143472,12,Bachelor's,0.15,1.3,0.81,High,0.19,0.4,0.22,0.14,0.24,0.87,0.11,0.97,0.0,0.66
+Software Engineer,54192,5,High School,0.93,0.64,0.58,Medium,0.11,0.35,0.73,0.35,0.31,0.12,0.07,0.12,0.88,0.01
+Software Engineer,138614,29,Master's,0.77,1.07,0.59,Medium,0.65,0.46,0.38,0.94,0.97,0.65,0.2,0.45,0.5,0.76
+Mechanic,124500,27,Master's,0.51,1.18,0.31,Medium,0.78,0.21,0.66,0.11,0.11,0.04,0.91,0.6,0.36,0.79
+AI Engineer,90486,8,Master's,0.62,0.99,0.05,Low,0.26,0.11,0.66,0.25,0.45,0.35,0.14,0.96,0.93,0.08
+Retail Worker,44142,17,Master's,0.49,1.27,0.74,High,0.13,0.89,0.9,0.47,0.87,0.67,0.19,0.33,0.14,0.77
+Truck Driver,121168,18,PhD,0.55,1.16,0.89,High,0.22,0.34,0.41,0.59,0.85,0.25,0.47,0.75,0.09,0.51
+Software Engineer,34461,24,Master's,0.54,1.27,0.39,Medium,0.85,0.33,0.19,0.47,0.88,0.07,0.33,0.65,0.36,0.07
+Chef,41591,8,PhD,0.59,1.39,0.5,Medium,0.59,0.53,0.28,0.64,0.51,0.23,0.9,0.95,0.06,0.62
+Doctor,58465,0,High School,0.53,0.87,0.17,Low,0.32,0.12,0.3,0.67,0.05,0.38,0.04,0.36,0.09,0.34
+Lawyer,89973,1,High School,0.61,1.18,0.5,Medium,0.92,0.54,0.1,0.93,0.13,1.0,0.44,0.07,0.86,0.09
+Customer Support,134615,19,Master's,0.42,1.18,0.73,High,0.62,0.78,0.12,0.65,0.96,0.97,0.16,0.76,0.85,0.89
+Security Guard,81469,14,Master's,0.27,0.55,0.8,High,0.12,0.79,0.14,0.82,0.11,0.48,0.38,0.6,0.52,0.6
+Marketing Manager,105764,13,Master's,0.13,1.02,0.39,Medium,0.08,0.22,0.78,0.54,0.19,0.02,0.36,0.36,0.74,0.92
+HR Specialist,50543,14,Master's,0.69,1.13,0.47,Medium,0.07,0.47,0.35,0.55,0.13,0.72,0.79,0.39,0.18,0.62
+Lawyer,36086,22,PhD,0.7,0.62,0.46,Medium,0.92,0.63,0.15,0.72,0.35,0.49,0.42,0.73,0.22,0.39
+Nurse,65906,18,Bachelor's,0.7,0.7,0.14,Low,0.01,0.53,0.28,0.01,0.42,0.93,0.92,0.37,0.45,0.24
+Truck Driver,70527,20,Bachelor's,0.69,1.3,0.92,High,0.94,0.92,0.03,0.98,0.38,0.89,0.44,0.42,0.01,0.05
+Chef,91894,22,PhD,0.94,0.72,0.34,Medium,0.21,0.21,0.29,0.09,0.24,0.92,0.89,0.32,1.0,0.3
+Marketing Manager,78145,11,Bachelor's,0.91,1.23,0.69,Medium,0.89,0.22,0.76,0.05,0.82,0.6,0.96,0.96,0.05,0.16
+Software Engineer,95056,9,Bachelor's,0.88,1.31,0.69,Medium,0.62,0.26,0.03,0.22,0.68,0.93,0.32,0.88,0.39,0.31
+Security Guard,135949,14,Bachelor's,0.44,1.41,0.82,High,0.28,0.84,1.0,0.65,0.25,0.24,0.06,0.08,0.91,0.1
+Customer Support,78793,17,PhD,0.14,1.44,0.9,High,0.68,0.41,0.91,0.53,0.37,0.59,0.23,0.27,0.92,0.79
+UX Researcher,81380,26,High School,0.42,1.31,0.53,Medium,0.42,0.52,0.23,0.2,0.99,0.97,0.42,0.52,0.83,0.73
+Security Guard,33827,10,High School,0.37,0.75,0.95,High,0.75,0.05,0.9,0.93,0.33,0.64,0.68,0.73,0.69,0.56
+Lawyer,103038,28,High School,0.51,0.61,0.33,Medium,0.02,0.43,0.27,0.9,0.87,0.84,0.87,0.3,0.43,0.31
+Chef,122276,7,PhD,0.92,1.12,0.35,Medium,0.21,0.45,0.05,0.27,0.7,0.92,0.93,0.52,0.31,0.92
+Truck Driver,89309,28,Bachelor's,0.59,1.33,0.81,High,0.11,0.94,0.53,0.7,0.39,0.14,0.27,0.04,0.09,0.2
+Financial Analyst,57891,27,High School,0.99,1.34,0.33,Medium,0.84,0.54,0.66,0.13,0.4,0.88,0.43,0.13,0.31,0.22
+Doctor,61766,29,Bachelor's,0.91,1.23,0.26,Low,0.81,0.01,0.12,0.42,0.11,0.73,0.07,0.42,0.39,0.54
+Marketing Manager,87657,18,Master's,0.95,0.77,0.57,Medium,0.04,0.0,0.03,0.45,0.56,0.01,0.4,0.04,0.65,0.63
+Construction Worker,48476,6,High School,0.55,1.12,0.77,High,0.09,0.74,0.61,0.94,0.99,0.85,0.99,0.65,0.09,0.09
+Retail Worker,121860,21,PhD,0.24,0.56,0.82,High,0.31,0.59,0.6,0.68,0.58,0.38,0.02,0.91,0.33,0.51
+Data Scientist,125798,4,Bachelor's,0.31,0.81,0.4,Medium,0.24,0.03,0.96,0.6,0.11,0.59,0.23,0.31,0.8,0.89
+Financial Analyst,138695,23,Master's,0.93,1.41,0.52,Medium,0.91,0.54,0.1,0.83,0.13,0.32,0.38,0.81,0.08,0.44
+Research Scientist,69802,9,Bachelor's,0.58,0.85,0.19,Low,0.99,0.07,0.87,0.31,0.47,0.74,0.91,0.01,0.66,0.07
+HR Specialist,86832,18,Master's,0.6,0.77,0.38,Medium,0.27,0.62,0.15,0.72,0.42,0.35,0.81,0.51,0.38,0.88
+HR Specialist,143959,27,PhD,0.86,1.0,0.38,Medium,0.61,0.29,0.15,0.09,0.24,0.74,0.84,0.86,0.27,0.66
+Construction Worker,61709,22,High School,0.62,1.39,0.71,High,0.99,0.83,0.76,0.69,0.77,0.99,0.77,0.35,0.61,0.34
+Data Scientist,43669,12,Bachelor's,0.9,1.07,0.61,Medium,0.91,0.24,0.58,0.48,0.77,0.38,0.71,0.4,0.11,0.11
+Marketing Manager,61142,18,Bachelor's,0.03,1.03,0.57,Medium,0.13,0.61,0.6,0.15,0.4,0.76,0.02,0.15,1.0,0.73
+Truck Driver,111396,9,Bachelor's,0.63,1.35,0.91,High,0.32,0.49,0.64,0.07,0.95,0.43,0.37,0.91,0.12,0.04
+Software Engineer,50852,24,PhD,0.65,0.67,0.31,Medium,0.91,0.3,0.47,0.09,0.38,0.42,0.9,0.87,0.19,0.56
+Mechanic,99191,17,Master's,0.29,0.89,0.69,Medium,0.76,0.44,0.53,0.63,0.5,0.41,0.36,0.17,0.97,0.09
+Software Engineer,69537,25,Master's,0.96,0.87,0.4,Medium,0.96,0.8,0.66,0.61,0.36,0.64,0.73,0.03,0.12,0.32
+Truck Driver,65629,3,Master's,0.9,1.18,0.79,High,0.81,0.32,0.99,0.78,0.81,0.26,0.15,0.39,0.33,0.77
+Software Engineer,39597,29,Master's,0.53,1.13,0.45,Medium,0.2,0.9,0.14,0.3,0.76,0.61,0.73,0.81,0.9,0.3
+Customer Support,34096,4,Master's,0.64,0.83,0.76,High,0.21,0.4,0.19,0.14,0.36,0.61,0.15,0.04,0.03,0.27
+Truck Driver,63434,27,Master's,0.54,0.96,0.78,High,0.83,0.5,0.09,0.3,0.97,0.98,0.25,0.17,0.5,0.48
+UX Researcher,81358,29,Bachelor's,0.53,0.73,0.35,Medium,0.57,0.93,0.14,0.7,0.44,0.29,0.85,0.46,0.58,0.44
+Marketing Manager,80626,29,Master's,0.59,0.92,0.33,Medium,0.6,0.01,0.21,0.78,0.04,0.65,0.95,0.17,0.42,0.58
+Retail Worker,59638,22,PhD,0.62,0.9,0.74,High,0.09,0.74,0.24,0.85,0.74,0.05,0.2,0.29,0.59,0.81
+HR Specialist,30030,9,Bachelor's,0.25,0.88,0.37,Medium,0.55,0.48,0.32,0.52,0.36,0.34,0.27,0.54,0.44,0.2
+UX Researcher,145156,27,Bachelor's,0.15,0.54,0.47,Medium,0.23,0.42,0.33,0.54,0.72,0.48,0.06,0.02,0.21,0.42
+AI Engineer,88717,7,Master's,0.33,1.39,0.07,Low,0.95,0.86,0.83,0.86,0.08,0.15,0.13,0.11,0.33,0.83
+Construction Worker,68746,1,PhD,0.24,1.18,0.72,High,0.36,0.3,0.85,0.51,0.65,0.13,0.93,0.32,0.71,0.95
+UX Researcher,83207,3,Master's,0.51,0.62,0.46,Medium,0.85,0.14,0.92,0.67,0.42,0.55,0.15,0.22,0.29,0.38
+Teacher,138109,18,Master's,0.37,1.02,0.09,Low,0.74,0.56,0.44,0.95,0.89,0.66,0.92,0.56,0.83,0.41
+Research Scientist,86834,15,PhD,0.99,0.67,0.11,Low,0.16,0.34,0.29,0.6,1.0,0.05,0.78,0.13,0.02,0.64
+Marketing Manager,133988,7,Master's,0.18,0.84,0.37,Medium,0.91,0.27,0.44,0.89,0.55,0.93,0.93,0.46,0.58,0.23
+Security Guard,145064,2,High School,0.28,1.28,0.78,High,0.31,0.1,0.56,0.24,0.15,0.23,0.25,0.5,0.39,0.08
+Security Guard,106620,10,Bachelor's,0.79,1.07,0.94,High,0.1,0.82,0.51,0.52,0.52,0.33,0.32,0.63,0.04,0.59
+Retail Worker,80942,18,Master's,0.36,0.72,0.75,High,0.08,0.09,0.17,0.02,0.27,0.31,1.0,0.99,0.19,0.21
+Customer Support,133274,27,PhD,0.15,1.0,0.8,High,0.32,0.82,0.83,0.99,0.22,0.89,0.54,0.59,0.9,0.94
+Retail Worker,49826,9,Master's,0.35,0.99,0.85,High,0.83,0.66,0.37,0.42,0.05,0.92,0.09,0.58,0.87,0.42
+Retail Worker,97116,26,PhD,0.8,0.56,0.8,High,0.69,0.42,0.55,0.59,0.15,0.41,0.03,0.15,0.51,0.57
+Data Scientist,136030,16,Bachelor's,0.68,1.38,0.59,Medium,0.95,0.89,0.86,0.39,0.39,0.74,0.08,0.32,0.93,0.45
+Construction Worker,33388,3,PhD,0.48,0.79,0.89,High,0.85,0.78,0.15,0.34,0.21,0.04,0.74,0.43,0.28,0.31
+Software Engineer,58797,18,Master's,0.83,0.64,0.44,Medium,0.01,0.44,0.35,0.72,0.72,0.04,0.12,0.9,0.79,0.39
+AI Engineer,129508,7,High School,0.26,1.16,0.29,Low,0.62,0.03,0.65,0.94,0.36,0.93,0.67,0.19,0.15,0.18
+Chef,54996,12,Bachelor's,0.59,0.96,0.41,Medium,0.91,0.21,0.28,0.05,0.28,0.92,0.19,0.2,0.6,0.57
+UX Researcher,136165,26,PhD,0.15,0.62,0.64,Medium,0.65,0.95,0.17,0.46,0.74,0.21,0.68,0.47,0.43,0.64
+Nurse,83986,15,High School,0.82,1.43,0.2,Low,0.3,0.78,0.17,0.09,0.52,0.65,0.83,0.96,0.87,0.99
+AI Engineer,126681,18,High School,0.32,0.96,0.21,Low,0.51,0.63,0.89,0.17,0.12,0.5,0.98,0.06,0.99,0.97
+Marketing Manager,148083,14,High School,0.89,0.51,0.48,Medium,0.4,0.9,0.47,0.42,0.64,0.38,0.54,0.96,0.2,0.46
+Teacher,145915,13,Bachelor's,0.84,0.59,0.07,Low,0.88,0.41,0.69,0.86,0.37,0.26,0.17,0.61,0.25,0.63
+Truck Driver,45002,5,PhD,0.35,0.75,0.8,High,0.16,0.32,0.78,0.22,0.95,0.49,0.11,0.94,0.46,0.56
+Marketing Manager,90587,6,High School,0.33,1.2,0.35,Medium,0.57,0.69,0.0,0.84,0.06,0.25,0.96,0.08,0.83,0.65
+Construction Worker,117927,23,Master's,0.58,0.67,0.87,High,0.95,0.08,0.33,0.47,0.23,0.74,0.69,0.12,0.57,0.37
+Graphic Designer,111301,1,Bachelor's,0.85,0.55,0.49,Medium,0.48,0.57,0.2,0.87,0.97,0.55,0.26,0.88,0.99,0.74
+Research Scientist,138560,16,Master's,0.24,0.66,0.11,Low,0.23,0.97,0.64,0.17,0.49,0.18,0.61,0.34,0.2,0.24
+AI Engineer,113092,23,High School,0.41,1.01,0.26,Low,0.66,0.46,0.95,0.21,0.29,0.91,0.85,0.13,0.93,0.01
+Doctor,41430,13,PhD,0.28,0.69,0.16,Low,0.9,0.79,0.97,0.54,0.51,0.01,0.18,0.5,0.75,0.82
+Customer Support,39349,5,High School,0.71,1.33,0.79,High,0.7,0.44,0.99,0.01,0.41,0.26,0.85,0.29,0.54,0.74
+Customer Support,61658,10,Master's,0.41,0.54,0.71,High,0.96,0.64,0.83,0.48,0.26,0.29,0.04,0.79,0.58,0.48
+UX Researcher,39106,22,PhD,0.44,1.45,0.31,Medium,0.98,0.82,0.35,0.6,0.86,0.48,0.05,0.9,0.52,0.55
+Retail Worker,97792,16,PhD,0.1,1.28,0.81,High,1.0,0.7,0.95,0.28,0.18,0.38,0.26,0.61,0.74,0.4
+Research Scientist,39788,6,PhD,0.03,0.72,0.23,Low,0.22,0.91,0.65,0.86,0.39,0.98,0.68,0.36,0.21,0.87
+Security Guard,88215,5,PhD,0.04,0.78,0.74,High,0.32,0.61,0.5,0.71,0.33,0.12,0.16,0.8,0.1,0.8
+Software Engineer,87487,3,PhD,0.68,1.12,0.34,Medium,0.67,0.45,0.71,0.84,0.04,0.65,0.1,0.38,0.01,0.33
+Mechanic,85016,6,High School,0.82,1.49,0.45,Medium,0.51,0.44,0.89,0.01,0.65,0.65,0.38,0.22,0.24,0.8
+Chef,38701,3,High School,0.9,1.09,0.6,Medium,0.43,0.43,0.07,0.73,0.1,0.76,0.19,0.25,0.92,0.47
+Nurse,145571,4,High School,0.23,0.57,0.23,Low,0.29,0.39,0.92,0.57,0.1,0.8,0.26,0.55,0.51,0.24
+Software Engineer,106733,4,High School,0.21,0.6,0.41,Medium,1.0,0.4,0.86,0.55,0.67,0.16,0.27,0.51,0.88,0.04
+AI Engineer,128725,7,Master's,0.05,0.96,0.21,Low,0.74,0.14,0.17,0.47,1.0,0.36,0.43,0.43,0.08,0.77
+Software Engineer,112669,29,High School,0.64,0.63,0.31,Medium,0.43,0.16,0.55,0.45,0.12,0.67,0.02,0.13,0.7,0.53
+Mechanic,79755,11,High School,0.18,1.14,0.38,Medium,0.98,0.87,0.13,0.86,0.35,0.49,0.14,0.12,0.87,0.63
+HR Specialist,80636,3,PhD,0.04,1.42,0.45,Medium,0.42,0.29,0.89,0.34,0.17,0.5,0.78,0.37,0.65,0.3
+Financial Analyst,52437,22,Master's,0.67,1.18,0.56,Medium,0.16,0.89,0.59,0.38,0.17,0.78,0.51,0.15,0.92,0.11
+Truck Driver,119128,25,Master's,0.61,1.5,0.74,High,0.61,0.48,0.26,0.94,0.79,0.78,0.9,0.73,0.51,0.39
+UX Researcher,36210,4,High School,0.6,1.04,0.54,Medium,0.66,0.97,0.75,0.18,0.47,0.68,0.18,0.93,0.08,0.61
+Customer Support,88880,10,PhD,0.73,1.18,0.95,High,0.79,0.97,0.7,0.67,0.76,0.19,0.81,0.97,0.61,0.01
+Mechanic,72428,9,Bachelor's,0.23,0.99,0.47,Medium,0.98,0.95,0.39,0.79,0.64,0.24,0.93,0.26,0.87,0.64
+Nurse,42199,0,Bachelor's,0.84,0.99,0.26,Low,0.55,0.98,0.66,0.37,0.76,0.51,0.81,0.83,0.62,0.87
+Software Engineer,95109,4,High School,0.06,1.16,0.61,Medium,0.07,0.77,0.64,0.12,0.54,0.11,0.32,0.8,0.1,0.46
+Marketing Manager,30448,4,PhD,0.94,1.24,0.36,Medium,0.97,0.48,0.37,0.13,0.93,0.59,0.99,0.17,0.55,0.11
+Truck Driver,91638,28,PhD,0.89,0.61,0.77,High,0.68,0.08,0.45,0.33,0.84,0.05,0.86,0.7,0.3,0.2
+Customer Support,79584,15,Bachelor's,0.55,0.84,0.71,High,0.17,0.6,0.51,0.76,0.83,0.4,0.1,0.79,0.55,0.98
+Construction Worker,134065,29,PhD,0.33,0.93,0.76,High,0.51,0.71,0.61,0.34,0.82,0.11,0.14,0.4,0.7,0.69
+Chef,61474,23,High School,0.7,0.56,0.42,Medium,0.69,0.18,0.21,0.09,0.36,0.82,0.84,0.86,0.04,0.99
+Construction Worker,101864,14,High School,0.87,1.41,0.83,High,0.05,0.6,0.33,0.21,0.18,0.56,0.1,0.82,0.23,0.55
+Truck Driver,40496,28,PhD,0.86,1.19,0.75,High,0.72,0.08,0.77,0.49,0.12,0.55,0.2,0.67,0.71,0.76
+Research Scientist,45285,9,High School,0.65,0.99,0.26,Low,0.9,0.78,0.94,0.98,0.25,0.18,0.45,1.0,0.09,0.71
+Retail Worker,53929,23,PhD,0.97,1.47,0.93,High,0.36,0.37,0.85,0.73,0.7,0.28,0.83,0.58,0.45,0.87
+Mechanic,90993,17,Master's,0.65,0.97,0.54,Medium,0.04,0.46,0.56,0.49,0.85,0.31,0.88,0.4,0.69,0.09
+Retail Worker,115059,3,Master's,0.76,0.51,0.94,High,0.19,0.9,0.52,0.56,0.08,0.37,0.16,0.53,0.55,0.71
+Truck Driver,84853,25,Bachelor's,0.47,0.73,0.78,High,0.85,0.15,0.63,0.01,0.25,0.59,0.46,0.49,0.66,0.23
+UX Researcher,84566,25,Bachelor's,0.68,1.04,0.31,Medium,0.67,0.62,0.08,0.75,0.52,0.2,0.56,0.6,0.92,0.74
+UX Researcher,89930,19,Bachelor's,0.12,1.35,0.64,Medium,0.18,0.06,0.71,0.72,0.18,0.67,0.28,0.26,0.32,0.52
+Research Scientist,75357,9,PhD,0.33,0.95,0.3,Low,0.92,0.98,0.43,0.8,0.87,0.04,0.27,0.88,0.39,0.28
+Construction Worker,102730,21,PhD,0.38,0.74,0.7,Medium,0.17,0.88,0.08,0.41,0.46,0.78,0.25,0.31,0.01,0.9
+Customer Support,73200,1,Master's,0.64,1.2,0.93,High,0.81,0.61,0.66,0.15,0.47,0.3,0.43,0.66,0.15,0.02
+UX Researcher,84887,26,Bachelor's,0.32,0.92,0.67,Medium,0.71,0.33,0.18,0.62,0.66,0.48,0.21,0.03,0.27,0.46
+Nurse,34008,18,High School,0.85,0.91,0.25,Low,0.99,0.72,0.73,0.91,0.34,0.01,0.99,0.49,0.79,0.81
+Graphic Designer,138321,8,PhD,0.54,1.04,0.39,Medium,0.12,0.54,0.12,0.35,0.19,0.71,0.87,0.58,0.41,1.0
+Graphic Designer,105328,5,High School,0.86,0.9,0.55,Medium,0.46,0.37,0.25,0.44,0.81,0.84,0.96,0.29,0.65,0.69
+Teacher,105755,27,High School,0.37,0.84,0.3,Low,0.96,0.82,0.47,0.26,0.92,0.27,0.52,0.25,0.97,0.04
+HR Specialist,42430,28,Master's,0.77,0.65,0.69,Medium,0.32,0.92,0.66,0.63,0.92,0.51,0.4,0.22,0.14,0.79
+Mechanic,67088,22,Master's,0.39,0.91,0.57,Medium,0.28,0.84,0.21,0.79,0.85,0.19,0.81,0.71,0.87,0.51
+Mechanic,31312,9,Master's,0.91,1.29,0.31,Medium,0.94,0.95,0.36,0.01,0.55,0.91,0.12,0.59,0.73,0.13
+Customer Support,33914,10,Bachelor's,0.87,1.48,0.82,High,0.29,0.77,0.18,0.24,0.26,0.95,0.73,0.13,0.09,0.84
+Data Scientist,74181,21,Master's,0.76,0.52,0.45,Medium,0.01,0.04,0.48,0.36,0.56,0.07,0.59,0.07,0.42,0.35
+Data Scientist,72734,1,PhD,0.31,0.5,0.43,Medium,0.08,0.92,0.07,0.95,0.49,0.51,0.79,0.7,0.24,0.03
+UX Researcher,59319,26,Master's,0.13,1.1,0.68,Medium,0.55,0.29,0.18,0.03,0.62,0.56,0.46,0.19,0.24,0.96
+Doctor,108806,16,High School,0.36,0.54,0.1,Low,0.93,0.15,0.6,0.35,0.63,0.85,0.29,0.08,0.2,0.44
+Graphic Designer,110296,28,Bachelor's,0.94,0.52,0.6,Medium,0.07,0.08,0.65,0.91,0.29,0.27,0.62,0.78,0.87,0.25
+Construction Worker,140979,22,PhD,0.31,1.04,0.75,High,0.15,0.94,0.55,0.0,0.79,0.69,0.33,0.46,0.45,0.27
+Research Scientist,147083,9,PhD,0.54,1.4,0.2,Low,0.69,0.03,0.51,0.72,0.12,0.68,0.08,0.81,0.98,0.63
+Software Engineer,120236,7,Master's,0.89,0.83,0.55,Medium,0.33,0.79,0.47,0.34,0.42,0.09,0.87,0.96,0.48,0.22
+Data Scientist,89550,7,Bachelor's,0.45,0.75,0.32,Medium,0.89,0.8,0.83,0.44,0.75,0.58,0.37,0.84,1.0,0.9
+Retail Worker,63867,27,Bachelor's,0.75,1.15,0.91,High,0.49,0.18,0.77,0.92,0.34,0.78,0.27,0.94,0.68,0.57
+Doctor,132922,3,Bachelor's,0.81,1.39,0.28,Low,0.05,0.12,0.83,0.95,0.31,0.01,0.32,0.38,0.76,0.05
+Financial Analyst,134242,0,High School,0.89,0.65,0.6,Medium,0.36,0.66,0.07,0.29,0.42,0.86,0.56,0.05,0.8,0.05
+UX Researcher,72408,29,Bachelor's,0.21,0.99,0.33,Medium,0.56,0.5,0.41,0.04,0.88,0.8,0.63,0.57,0.69,0.14
+Teacher,146199,26,Master's,0.28,1.16,0.2,Low,0.64,0.88,0.3,0.75,0.6,0.08,0.41,0.84,0.32,0.48
+Chef,122864,23,PhD,0.62,1.38,0.37,Medium,0.5,0.42,0.3,0.92,0.01,0.12,0.73,0.26,0.72,0.83
+Teacher,63791,21,Bachelor's,0.19,0.65,0.1,Low,0.27,0.87,0.77,0.0,0.87,0.08,0.66,0.15,0.06,0.76
+Customer Support,70840,17,Master's,0.6,0.93,0.72,High,0.74,0.82,0.04,0.38,0.56,0.61,0.58,0.69,0.97,0.39
+Doctor,87796,27,High School,0.7,1.09,0.15,Low,0.62,0.65,0.58,0.21,0.51,0.88,0.87,0.75,0.7,0.15
+AI Engineer,126747,12,Bachelor's,0.11,1.32,0.12,Low,0.77,0.81,0.89,0.75,0.56,0.6,0.32,0.18,0.13,0.18
+Truck Driver,126409,17,Master's,0.16,1.22,0.75,High,0.98,0.37,0.41,0.4,0.82,0.22,0.83,0.66,0.22,0.07
+HR Specialist,60740,16,PhD,0.53,1.43,0.32,Medium,0.51,0.2,0.78,0.68,0.1,0.62,0.98,0.53,0.29,0.15
+Research Scientist,108275,22,High School,0.56,0.87,0.1,Low,0.95,0.63,0.06,0.06,0.94,0.71,0.1,0.62,0.42,0.79
+Retail Worker,32570,7,Bachelor's,0.38,0.67,0.76,High,0.19,0.02,0.05,0.84,0.8,0.14,0.67,0.75,0.05,0.09
+Retail Worker,80258,12,Bachelor's,0.2,0.91,0.88,High,0.71,0.97,0.19,0.02,0.32,0.15,0.55,0.9,0.69,0.14
+Data Scientist,34970,6,Bachelor's,0.91,0.99,0.67,Medium,0.74,0.99,0.87,0.41,0.76,0.47,0.23,0.24,0.4,0.11
+Security Guard,35973,3,High School,0.5,1.45,0.84,High,0.41,0.24,0.2,0.66,0.85,0.4,0.55,0.71,0.06,0.35
+HR Specialist,101126,5,High School,0.68,0.55,0.4,Medium,0.68,0.27,0.81,0.03,0.19,0.28,0.93,0.8,0.88,0.44
+Data Scientist,123686,7,Bachelor's,0.85,0.9,0.7,Medium,0.85,0.97,0.87,0.78,0.94,0.42,0.78,0.21,0.73,0.79
+Financial Analyst,39421,10,Master's,0.85,0.91,0.52,Medium,0.01,0.15,0.64,0.56,0.2,0.24,0.34,0.72,0.61,0.07
+Truck Driver,119894,13,Bachelor's,0.26,1.17,0.73,High,1.0,0.08,0.74,0.54,0.09,0.03,0.36,0.8,0.04,0.7
+AI Engineer,78448,25,High School,0.27,0.58,0.28,Low,0.3,0.11,0.68,0.22,0.48,0.05,0.99,0.45,1.0,0.39
+Mechanic,86686,18,High School,0.91,0.83,0.47,Medium,0.08,0.96,0.09,0.77,0.54,0.06,0.0,0.94,0.74,0.69
+Doctor,111319,6,Bachelor's,0.24,1.18,0.2,Low,0.73,0.37,0.99,0.07,0.08,0.92,0.65,0.33,0.76,0.45
+UX Researcher,44363,29,PhD,0.65,0.74,0.35,Medium,0.23,0.48,0.05,0.88,0.56,0.29,0.69,0.8,0.61,0.2
+Data Scientist,61325,23,Master's,0.64,0.94,0.39,Medium,0.28,0.62,0.73,0.21,0.96,0.01,0.7,0.29,0.48,0.57
+Graphic Designer,110296,7,PhD,0.95,1.23,0.46,Medium,0.21,0.18,0.14,0.22,0.55,0.68,0.31,0.55,0.34,0.7
+Graphic Designer,123909,25,PhD,0.69,0.56,0.49,Medium,0.77,0.54,0.95,0.05,0.29,0.22,0.77,0.52,0.14,0.29
diff --git a/data/AI_Impact_on_Jobs_2030.csv b/data/AI_Impact_on_Jobs_2030.csv
new file mode 100644
index 0000000..d697806
--- /dev/null
+++ b/data/AI_Impact_on_Jobs_2030.csv
@@ -0,0 +1,3001 @@
+Job_Title,Average_Salary,Years_Experience,Education_Level,AI_Exposure_Index,Tech_Growth_Factor,Automation_Probability_2030,Risk_Category,Skill_1,Skill_2,Skill_3,Skill_4,Skill_5,Skill_6,Skill_7,Skill_8,Skill_9,Skill_10
+Security Guard,45795,28,Master's,0.18,1.28,0.85,High,0.45,0.1,0.46,0.33,0.14,0.65,0.06,0.72,0.94,0.0
+Research Scientist,133355,20,PhD,0.62,1.11,0.05,Low,0.02,0.52,0.4,0.05,0.97,0.23,0.09,0.62,0.38,0.98
+Construction Worker,146216,2,High School,0.86,1.18,0.81,High,0.01,0.94,0.56,0.39,0.02,0.23,0.24,0.68,0.61,0.83
+Software Engineer,136530,13,PhD,0.39,0.68,0.6,Medium,0.43,0.21,0.57,0.03,0.84,0.45,0.4,0.93,0.73,0.33
+Financial Analyst,70397,22,High School,0.52,1.46,0.64,Medium,0.75,0.54,0.59,0.97,0.61,0.28,0.3,0.17,0.02,0.42
+AI Engineer,92592,11,Master's,0.29,0.51,0.1,Low,0.71,0.79,0.61,0.93,0.65,0.91,0.85,0.45,0.1,0.37
+Mechanic,107373,23,PhD,0.67,1.09,0.41,Medium,0.56,0.38,0.97,0.85,0.72,0.24,0.26,0.04,0.71,0.11
+Teacher,53419,12,High School,0.2,1.4,0.17,Low,0.56,0.7,0.14,0.6,0.54,0.2,0.94,0.6,0.69,0.88
+HR Specialist,139225,12,Master's,0.3,0.61,0.48,Medium,0.22,0.42,0.88,0.32,0.12,0.36,0.91,0.27,0.65,0.0
+Customer Support,85016,2,High School,0.01,1.01,0.8,High,0.22,0.12,0.34,0.94,0.32,0.52,0.7,0.36,0.97,0.96
+UX Researcher,82733,6,High School,0.5,0.8,0.41,Medium,0.04,0.61,0.5,0.05,0.28,0.91,0.24,0.14,0.49,0.99
+Financial Analyst,117455,22,High School,0.67,1.26,0.4,Medium,0.73,0.37,0.63,0.63,0.54,0.09,0.84,0.32,0.19,0.04
+Lawyer,79811,27,High School,0.68,0.52,0.5,Medium,0.23,0.65,0.17,0.69,0.39,0.94,0.14,0.34,0.11,0.92
+Data Scientist,115981,9,High School,0.26,1.16,0.63,Medium,0.56,0.53,0.24,0.09,0.9,0.9,0.63,0.34,0.35,0.73
+Research Scientist,96690,19,Master's,0.89,1.28,0.21,Low,0.08,0.16,0.9,0.61,0.01,0.1,0.66,0.01,0.16,0.55
+Graphic Designer,32869,2,High School,0.65,0.72,0.58,Medium,0.24,0.33,0.75,0.65,0.85,0.66,0.57,0.09,0.37,0.27
+Teacher,36893,29,Bachelor's,0.97,0.89,0.27,Low,0.63,0.79,0.5,0.58,0.49,0.2,0.72,0.28,0.02,0.65
+Teacher,103744,11,Bachelor's,0.94,1.45,0.28,Low,0.37,0.02,0.93,0.43,0.97,0.96,0.85,0.29,0.39,0.85
+Retail Worker,148015,2,PhD,0.17,1.06,0.93,High,0.7,0.57,0.1,0.62,0.99,0.14,0.52,0.88,0.74,0.7
+Doctor,108069,15,Master's,0.55,0.8,0.15,Low,0.26,0.61,0.08,0.01,0.63,0.19,0.07,0.4,0.05,0.89
+AI Engineer,43403,1,High School,0.09,1.08,0.06,Low,0.47,0.54,0.29,0.59,0.03,0.04,0.82,0.36,0.13,0.52
+HR Specialist,49508,27,Bachelor's,0.22,1.12,0.33,Medium,0.05,0.53,0.54,0.64,0.73,0.98,0.52,0.32,0.8,0.27
+Teacher,58251,25,PhD,0.08,0.53,0.29,Low,0.84,0.7,0.41,0.17,0.16,0.25,0.55,0.71,0.66,0.28
+Financial Analyst,33343,28,High School,0.74,1.05,0.54,Medium,0.42,0.25,0.36,0.76,0.01,0.12,0.05,0.04,0.86,0.7
+AI Engineer,125435,15,PhD,0.1,0.99,0.17,Low,0.17,0.43,0.4,0.62,0.64,0.05,0.37,0.63,0.5,0.86
+Software Engineer,39540,12,High School,0.16,0.57,0.56,Medium,0.03,0.59,0.94,0.58,0.39,0.64,0.46,0.55,0.94,0.39
+Mechanic,68304,7,Master's,0.91,0.7,0.33,Medium,0.1,0.02,0.09,0.68,0.07,0.32,0.84,0.02,0.81,0.28
+Customer Support,33267,25,PhD,0.7,1.13,0.92,High,0.74,0.8,0.28,0.18,0.75,0.81,0.99,0.41,0.37,0.78
+HR Specialist,89031,22,Master's,0.93,1.36,0.47,Medium,0.75,0.75,0.1,0.9,0.51,0.83,0.32,0.9,0.39,0.01
+HR Specialist,102936,18,Master's,0.09,0.82,0.68,Medium,0.95,0.57,0.63,0.45,0.29,0.33,0.67,0.75,0.79,0.79
+Teacher,114076,20,Master's,0.49,0.56,0.19,Low,0.44,0.89,0.35,0.12,0.14,0.76,0.62,0.1,0.08,0.7
+Retail Worker,69081,8,High School,0.82,1.21,0.72,High,0.08,0.99,0.37,0.37,0.81,0.95,0.99,0.75,0.38,0.08
+Retail Worker,102124,11,Bachelor's,0.56,0.92,0.93,High,0.11,0.49,0.01,0.47,0.06,0.12,0.12,0.65,0.75,0.58
+Truck Driver,91629,24,High School,0.37,0.79,0.92,High,0.22,0.96,0.01,0.97,0.04,0.89,0.53,0.99,0.07,0.55
+Teacher,43843,24,PhD,0.52,1.13,0.22,Low,0.45,0.63,0.58,0.9,0.05,0.28,0.95,0.89,0.46,0.62
+Mechanic,59703,25,Bachelor's,0.19,0.96,0.44,Medium,0.58,0.08,0.97,0.99,0.7,0.54,0.31,0.81,0.68,0.16
+Mechanic,64349,2,Bachelor's,0.82,1.45,0.59,Medium,0.61,0.42,0.93,0.87,0.05,0.03,0.38,0.81,0.99,0.15
+Customer Support,92292,25,Bachelor's,0.38,1.47,0.91,High,0.84,0.47,0.41,0.27,0.06,0.86,0.81,1.0,1.0,0.56
+Chef,53524,20,PhD,0.94,1.35,0.4,Medium,0.45,0.13,0.95,0.61,0.23,0.67,0.62,0.36,0.11,0.67
+Retail Worker,88017,21,Bachelor's,0.77,1.02,0.91,High,0.55,0.56,0.88,0.4,0.13,0.03,0.76,0.62,0.7,0.21
+Graphic Designer,111317,27,PhD,0.98,1.11,0.55,Medium,0.55,0.09,0.73,0.55,0.45,0.91,0.3,0.52,0.7,0.8
+Doctor,144825,23,Bachelor's,0.84,1.27,0.07,Low,0.05,0.62,0.35,0.21,0.58,0.34,0.54,0.46,0.58,0.4
+Research Scientist,52415,7,PhD,0.18,1.2,0.15,Low,0.87,0.52,0.97,0.6,0.22,0.82,0.35,0.35,0.03,0.55
+Construction Worker,134680,11,PhD,0.21,0.86,0.83,High,0.69,0.04,0.8,0.63,0.08,0.87,0.92,0.06,0.28,0.81
+Customer Support,109714,28,PhD,0.99,1.04,0.93,High,0.24,0.76,0.53,0.72,0.06,0.15,0.13,0.69,0.84,0.75
+Data Scientist,97067,12,High School,0.87,0.85,0.46,Medium,0.1,0.74,0.18,0.56,0.84,0.09,0.54,0.23,0.34,0.47
+Construction Worker,37561,2,Master's,0.65,0.98,0.85,High,0.74,0.56,0.59,0.56,0.38,0.34,0.9,0.61,0.24,0.5
+Teacher,142581,4,High School,0.93,0.51,0.11,Low,0.37,0.49,0.85,0.09,0.81,0.06,0.84,0.05,0.02,0.7
+UX Researcher,39111,5,Bachelor's,0.4,1.47,0.65,Medium,0.82,0.26,0.17,0.67,0.93,0.56,0.57,0.28,0.77,0.19
+Retail Worker,72101,3,High School,0.43,1.01,0.76,High,0.11,0.61,0.29,0.58,0.15,0.48,0.53,0.05,0.34,0.13
+Security Guard,117958,9,High School,0.99,0.82,0.9,High,0.25,0.68,0.76,0.6,0.47,0.41,0.35,0.93,0.83,0.97
+AI Engineer,97444,23,High School,0.99,0.71,0.14,Low,0.93,0.72,0.05,0.78,0.83,0.75,0.8,0.83,0.19,0.24
+AI Engineer,30077,25,High School,0.91,0.82,0.2,Low,0.68,0.45,0.71,0.9,0.62,0.54,0.44,0.58,0.36,0.39
+UX Researcher,148721,13,High School,0.07,0.73,0.52,Medium,0.43,0.33,0.73,0.69,0.17,0.88,0.5,0.74,0.57,1.0
+Customer Support,127720,0,High School,0.71,1.28,0.74,High,0.2,0.71,0.49,0.75,0.1,0.54,0.38,0.46,0.6,0.5
+Data Scientist,50103,4,Master's,0.49,0.91,0.61,Medium,0.01,0.6,0.57,0.72,0.6,0.83,0.96,0.34,0.23,0.42
+Graphic Designer,145033,13,High School,0.61,1.41,0.36,Medium,0.1,0.26,0.73,0.59,0.1,0.92,0.79,0.02,0.65,0.77
+Doctor,95310,25,Bachelor's,0.07,0.58,0.08,Low,0.84,0.91,0.12,0.24,0.17,0.19,0.84,0.33,0.31,0.23
+Mechanic,93374,20,Master's,0.38,1.24,0.38,Medium,0.79,0.6,0.11,0.41,0.86,0.92,0.47,0.48,0.92,0.59
+Research Scientist,71914,11,Master's,0.91,0.75,0.19,Low,0.17,0.03,0.31,0.78,0.28,0.22,0.21,0.52,0.98,0.46
+Financial Analyst,132547,21,PhD,0.86,1.04,0.37,Medium,0.3,0.31,0.4,0.43,0.8,0.35,0.47,0.62,0.38,0.84
+UX Researcher,119106,17,Master's,0.29,1.21,0.51,Medium,0.53,0.48,0.5,0.77,0.1,0.33,0.08,0.75,0.27,0.9
+UX Researcher,82603,0,High School,0.03,0.66,0.59,Medium,0.66,0.03,0.22,0.23,0.67,0.02,0.1,0.8,0.18,0.65
+Security Guard,131358,7,Bachelor's,0.1,0.74,0.88,High,0.86,0.83,0.4,0.67,0.2,0.29,0.9,0.01,0.09,0.21
+Security Guard,83394,15,High School,0.18,1.08,0.81,High,0.89,0.82,0.34,0.26,0.38,0.59,0.27,0.62,0.41,0.55
+Nurse,92516,11,Bachelor's,0.22,1.47,0.24,Low,0.11,0.57,0.99,0.47,0.18,0.48,0.51,0.74,0.7,0.4
+Graphic Designer,53752,21,Master's,0.65,0.92,0.35,Medium,0.9,0.69,0.68,0.82,0.53,0.82,0.5,0.07,0.41,0.5
+AI Engineer,108411,22,PhD,0.11,0.64,0.12,Low,0.27,0.73,0.25,0.63,0.49,0.57,0.84,0.4,0.77,0.42
+Chef,116145,27,Master's,0.96,0.68,0.34,Medium,0.77,0.07,0.84,0.44,0.92,0.72,0.61,0.95,0.4,0.95
+Data Scientist,124613,4,High School,0.48,0.77,0.52,Medium,0.16,0.84,0.85,0.96,0.15,0.62,0.47,0.34,0.35,0.41
+Marketing Manager,30060,10,PhD,0.6,0.96,0.33,Medium,0.08,0.0,0.97,0.01,0.1,0.31,0.81,0.96,0.79,0.69
+Marketing Manager,87134,11,High School,0.54,1.37,0.59,Medium,0.81,0.66,0.69,0.85,0.25,0.49,0.22,0.99,0.94,0.04
+Construction Worker,67641,15,PhD,0.93,0.68,0.84,High,0.92,0.03,0.7,0.3,0.92,0.97,0.94,0.47,0.86,0.84
+Research Scientist,67265,26,Master's,0.83,0.54,0.2,Low,0.23,0.12,0.08,0.7,0.34,0.72,0.07,0.32,0.54,0.79
+Customer Support,145608,12,Master's,0.63,1.39,0.85,High,0.23,0.02,0.87,0.02,0.87,0.53,0.94,0.8,1.0,0.35
+Mechanic,59629,16,High School,0.4,0.98,0.55,Medium,0.87,0.98,0.77,0.42,0.42,0.74,0.24,0.11,0.35,0.29
+Data Scientist,85619,17,Bachelor's,0.23,0.54,0.31,Medium,0.99,0.43,0.38,0.68,0.22,0.95,0.79,0.09,0.42,0.88
+Software Engineer,136506,29,PhD,0.61,0.67,0.7,Medium,0.23,0.94,0.65,0.61,0.51,0.23,0.18,0.22,0.19,0.78
+Research Scientist,148533,4,High School,0.06,1.47,0.27,Low,0.93,0.99,0.17,0.4,0.76,0.7,0.15,0.82,0.22,0.22
+Financial Analyst,105758,24,Bachelor's,0.59,1.08,0.34,Medium,0.88,0.27,0.13,0.89,0.96,0.86,0.81,0.66,0.55,0.09
+Marketing Manager,55559,27,Master's,0.37,0.76,0.59,Medium,0.5,0.08,0.22,0.68,0.08,0.85,0.5,0.48,0.59,0.82
+Financial Analyst,31591,7,Master's,0.68,1.07,0.41,Medium,0.88,0.8,0.66,0.85,0.87,0.71,0.84,0.7,0.68,0.62
+Financial Analyst,32469,27,Master's,0.16,1.38,0.65,Medium,0.03,0.83,0.13,0.34,0.74,0.16,0.82,0.83,0.51,0.01
+Marketing Manager,117263,12,Bachelor's,0.62,1.48,0.55,Medium,0.26,0.63,0.54,0.78,0.11,0.76,0.54,0.96,0.34,0.63
+Retail Worker,121357,4,Master's,0.1,1.44,0.87,High,0.07,0.3,0.71,0.07,0.58,0.35,0.62,0.05,0.87,0.97
+Nurse,54860,11,High School,0.75,0.63,0.24,Low,0.02,0.02,0.32,0.49,0.77,0.68,0.45,0.27,1.0,0.43
+Retail Worker,36540,8,PhD,0.16,1.29,0.87,High,0.22,0.08,0.68,0.65,0.27,0.95,0.15,0.43,0.94,0.42
+Retail Worker,58602,19,High School,0.4,0.77,0.95,High,0.41,0.89,0.23,0.21,0.03,0.65,0.37,0.86,0.47,0.97
+Lawyer,69341,24,PhD,0.87,1.28,0.61,Medium,0.84,0.76,0.63,0.13,0.03,0.92,0.62,0.8,0.48,0.12
+Doctor,41536,29,PhD,0.69,0.93,0.1,Low,0.49,0.06,0.58,0.27,0.8,0.31,0.46,0.01,0.07,0.39
+Marketing Manager,113309,14,Master's,0.6,0.79,0.58,Medium,0.86,0.78,0.04,0.48,0.1,0.24,0.99,0.14,0.5,0.62
+AI Engineer,78787,0,Master's,0.56,0.51,0.13,Low,0.52,0.09,0.35,0.03,0.08,0.4,0.13,0.57,0.69,0.8
+Graphic Designer,98577,9,High School,0.17,0.6,0.55,Medium,0.71,0.03,0.94,0.05,0.54,0.71,0.87,0.71,0.8,0.34
+Construction Worker,54826,6,Master's,0.66,1.05,0.85,High,0.78,0.48,0.04,0.16,0.44,0.72,0.59,0.65,0.48,0.62
+Marketing Manager,61890,22,Master's,0.47,1.24,0.65,Medium,0.43,0.04,0.16,0.02,0.65,0.33,0.54,0.49,0.08,0.4
+HR Specialist,75500,28,Bachelor's,0.42,0.7,0.64,Medium,0.17,0.96,0.42,0.85,0.63,0.74,0.77,0.5,0.54,0.51
+Truck Driver,95128,3,PhD,0.03,0.9,0.85,High,0.6,0.79,0.66,0.99,0.28,0.36,0.38,0.47,0.84,0.24
+UX Researcher,49975,3,High School,0.91,0.68,0.4,Medium,0.97,0.18,0.85,0.49,0.25,0.87,0.45,0.51,0.36,0.59
+Chef,75893,16,Master's,0.39,1.47,0.4,Medium,0.66,0.33,0.77,0.13,0.97,0.45,0.24,0.07,0.17,0.52
+HR Specialist,106619,29,High School,0.15,0.95,0.54,Medium,0.95,0.25,0.36,0.38,0.61,0.36,0.53,0.78,0.71,0.45
+HR Specialist,113310,14,High School,0.56,1.04,0.31,Medium,0.99,0.12,0.23,0.05,0.64,0.22,0.18,0.09,0.1,0.58
+AI Engineer,55611,9,High School,0.4,0.98,0.22,Low,0.02,0.32,0.97,0.58,0.25,0.52,0.34,0.53,0.13,0.13
+Truck Driver,108131,15,Bachelor's,0.94,1.23,0.74,High,0.19,0.73,0.16,0.23,0.96,0.26,0.66,0.98,0.37,0.02
+Research Scientist,58625,16,Bachelor's,0.83,1.36,0.24,Low,0.11,0.8,0.92,0.6,0.94,0.83,0.67,0.58,0.35,0.16
+Lawyer,47087,5,Bachelor's,0.32,1.37,0.7,Medium,0.75,0.09,0.29,0.11,0.65,0.77,0.93,0.44,0.9,0.88
+Customer Support,143942,18,Bachelor's,0.87,0.88,0.77,High,0.65,0.33,0.63,0.61,0.56,0.38,0.55,0.6,0.55,0.44
+Mechanic,109973,25,High School,0.59,0.67,0.56,Medium,0.76,0.5,0.54,0.95,0.85,0.91,0.81,0.11,0.15,0.53
+Truck Driver,57598,11,PhD,0.48,0.89,0.84,High,0.75,0.72,0.52,0.82,0.43,0.9,0.07,0.95,0.65,0.38
+Doctor,75379,20,Bachelor's,0.48,0.69,0.09,Low,0.62,0.52,0.67,0.93,0.53,0.58,0.09,0.72,0.4,0.98
+HR Specialist,130441,24,High School,0.52,0.62,0.64,Medium,0.8,0.18,0.3,0.79,0.19,0.92,0.42,0.09,0.82,0.37
+UX Researcher,72668,9,High School,0.11,0.5,0.56,Medium,0.52,0.59,0.79,0.65,0.17,0.36,0.91,0.77,0.56,0.26
+Data Scientist,140641,23,Master's,0.82,0.92,0.57,Medium,0.1,0.62,0.45,0.59,0.17,0.74,0.86,0.22,0.1,0.02
+Marketing Manager,46014,2,PhD,0.61,1.05,0.39,Medium,0.39,0.59,0.5,0.99,0.14,0.7,0.4,0.43,0.72,0.69
+Data Scientist,92438,23,Bachelor's,0.13,0.6,0.59,Medium,0.58,0.27,0.08,0.09,0.89,0.19,0.32,0.23,0.35,0.07
+Doctor,102240,27,High School,0.07,1.3,0.11,Low,0.54,0.88,0.65,0.53,0.32,0.33,0.67,0.99,0.66,0.56
+Truck Driver,39686,29,PhD,0.33,1.08,0.72,High,0.96,0.63,0.75,0.17,0.41,0.42,0.82,0.0,0.3,0.98
+Mechanic,40754,15,PhD,0.38,0.62,0.69,Medium,0.02,0.74,0.77,0.24,0.67,0.09,0.26,0.79,0.86,0.61
+Retail Worker,40699,5,Bachelor's,0.16,0.56,0.73,High,0.23,0.34,0.38,0.35,0.24,0.51,0.83,0.28,0.94,0.87
+HR Specialist,120373,2,PhD,0.79,1.07,0.53,Medium,0.39,0.5,0.4,0.54,0.63,0.67,0.53,0.72,0.14,0.21
+Software Engineer,70461,8,High School,0.32,0.52,0.36,Medium,0.22,0.96,0.57,0.93,0.58,0.48,0.31,0.61,0.14,0.9
+HR Specialist,103965,28,High School,0.32,1.45,0.63,Medium,0.67,0.12,0.48,0.51,0.23,0.08,0.78,0.12,0.59,0.94
+Research Scientist,58179,17,PhD,0.28,1.35,0.05,Low,0.02,0.6,0.36,0.39,0.56,0.19,0.21,0.48,0.75,0.62
+Doctor,125694,8,PhD,0.43,0.67,0.07,Low,0.78,0.27,0.18,0.69,0.62,0.63,0.23,0.23,0.22,0.17
+Chef,128723,27,High School,0.85,1.22,0.62,Medium,0.4,0.65,0.35,0.53,0.48,0.18,0.39,0.96,0.25,0.13
+Financial Analyst,36548,21,Bachelor's,0.79,1.08,0.57,Medium,0.19,0.62,0.32,0.83,0.63,0.2,0.06,0.04,0.37,0.27
+Research Scientist,40634,20,PhD,0.84,0.6,0.17,Low,0.15,0.32,0.74,0.48,0.38,0.39,0.46,0.79,0.89,0.96
+HR Specialist,62784,23,Master's,0.32,1.19,0.48,Medium,0.25,0.84,0.04,0.9,0.46,0.64,0.66,0.9,0.64,0.61
+Nurse,37099,22,High School,0.52,0.65,0.23,Low,0.51,0.68,0.04,0.08,0.72,0.07,0.07,0.01,0.96,0.74
+Graphic Designer,74857,13,Bachelor's,0.99,1.47,0.68,Medium,0.78,0.35,0.41,0.55,0.83,0.07,0.42,0.08,0.51,0.9
+Data Scientist,91063,7,Master's,0.62,0.88,0.38,Medium,0.12,0.62,0.77,0.64,0.53,0.04,0.97,0.8,0.29,0.98
+Security Guard,89765,12,PhD,0.58,1.25,0.9,High,0.66,0.13,0.34,0.93,0.22,0.37,0.43,0.44,0.61,0.94
+Mechanic,32461,19,High School,0.12,0.7,0.65,Medium,0.65,0.29,0.82,0.86,0.85,0.92,0.25,0.76,0.46,0.84
+Teacher,53911,13,Master's,0.78,1.16,0.09,Low,0.55,0.98,0.94,0.04,0.16,0.13,0.73,0.82,0.21,0.51
+Financial Analyst,50567,11,Bachelor's,0.73,1.04,0.54,Medium,0.51,0.3,0.57,0.69,0.87,0.64,0.76,0.16,0.46,0.01
+Marketing Manager,52656,11,Bachelor's,0.73,1.49,0.34,Medium,0.4,0.8,0.2,0.56,0.73,0.62,0.19,0.36,0.78,0.55
+Research Scientist,77701,9,Bachelor's,0.76,0.54,0.24,Low,0.2,0.96,0.37,0.33,0.15,0.31,0.88,1.0,0.37,0.45
+Graphic Designer,137539,9,High School,0.89,1.09,0.46,Medium,0.41,0.7,0.0,0.62,0.36,0.79,0.09,0.59,0.48,0.64
+Research Scientist,46087,4,High School,0.58,1.06,0.19,Low,0.6,0.68,0.8,0.27,0.83,0.5,0.08,0.06,0.33,0.78
+Lawyer,67861,20,PhD,0.79,1.02,0.48,Medium,0.15,0.33,0.43,0.09,0.22,0.6,0.74,1.0,0.93,0.64
+Construction Worker,89792,5,Master's,0.64,1.29,0.73,High,0.41,0.84,0.38,0.57,0.59,0.18,0.36,0.33,0.03,0.02
+Chef,36397,21,Bachelor's,0.27,1.02,0.42,Medium,0.94,0.26,0.43,0.87,0.84,0.19,0.8,0.46,0.48,0.13
+Data Scientist,49715,29,Master's,0.73,1.0,0.47,Medium,0.73,0.77,0.16,0.61,0.14,0.75,0.66,0.96,0.07,0.06
+Lawyer,122573,21,High School,0.26,0.75,0.66,Medium,0.25,0.27,0.76,0.45,0.78,0.07,0.49,0.03,0.06,0.91
+Graphic Designer,133864,20,Master's,0.53,0.91,0.44,Medium,0.9,0.02,0.66,0.96,0.56,0.94,0.05,0.42,0.26,0.73
+Chef,48745,20,Master's,0.26,1.15,0.38,Medium,0.57,0.46,0.97,0.61,0.35,0.11,0.15,0.23,0.25,0.85
+Doctor,49446,0,Master's,0.52,0.61,0.27,Low,0.72,0.07,0.71,0.54,0.08,0.46,0.48,0.17,0.95,0.85
+Nurse,98673,9,Master's,0.46,0.91,0.21,Low,0.55,0.06,0.51,0.81,0.46,0.05,0.79,0.2,0.26,0.16
+Customer Support,93870,3,PhD,0.76,1.02,0.75,High,0.88,0.88,0.87,0.24,0.45,0.98,0.77,0.03,0.07,0.46
+Financial Analyst,72951,11,High School,0.54,1.0,0.34,Medium,0.66,0.82,0.38,0.78,0.96,0.2,0.52,0.29,0.79,0.58
+Construction Worker,37239,22,High School,0.64,0.7,0.92,High,0.52,0.45,0.56,0.17,0.61,0.36,0.9,0.17,0.51,0.6
+Customer Support,149798,7,PhD,0.89,1.15,0.74,High,0.44,0.62,0.08,0.88,0.8,0.51,0.97,0.42,0.98,0.67
+Security Guard,149052,1,Bachelor's,0.17,1.38,0.81,High,0.16,0.01,0.56,0.53,0.72,0.89,0.08,0.73,0.19,0.86
+Teacher,39587,5,Bachelor's,0.54,1.21,0.13,Low,0.47,0.82,0.46,0.36,0.49,0.83,0.34,0.17,0.71,0.83
+Marketing Manager,120301,0,Master's,0.24,0.64,0.44,Medium,0.45,0.75,0.65,0.62,0.35,0.84,0.47,0.98,0.63,0.13
+HR Specialist,117969,1,PhD,0.31,0.5,0.57,Medium,0.17,0.66,0.99,0.07,0.08,0.34,0.87,0.22,0.36,0.07
+Security Guard,39528,20,High School,0.41,1.26,0.93,High,0.23,0.81,0.06,0.9,0.65,0.87,0.0,0.17,0.39,0.38
+Teacher,95677,3,Master's,0.38,0.63,0.15,Low,0.8,0.48,0.02,0.42,0.03,0.97,0.13,0.71,0.97,0.83
+HR Specialist,51778,8,Bachelor's,0.84,1.48,0.55,Medium,0.56,0.63,0.53,0.64,0.45,0.22,0.12,0.07,0.26,0.05
+Lawyer,36816,23,High School,0.28,1.32,0.33,Medium,0.23,0.73,0.6,0.06,0.88,0.88,0.33,0.34,0.99,0.63
+Research Scientist,53567,28,Bachelor's,0.84,0.79,0.16,Low,0.27,0.79,0.57,0.66,0.25,0.22,0.49,0.74,0.53,0.03
+Lawyer,121170,16,Bachelor's,0.06,1.46,0.31,Medium,0.69,0.08,0.91,0.46,0.14,0.34,0.16,0.17,0.95,0.45
+AI Engineer,91944,28,Bachelor's,0.64,1.18,0.08,Low,0.23,0.79,0.97,0.26,0.27,0.47,0.98,0.27,0.41,0.89
+Security Guard,123905,16,Bachelor's,0.04,1.1,0.93,High,0.24,0.47,0.45,0.47,0.62,0.47,0.45,0.47,0.59,0.54
+Teacher,73056,13,Master's,0.05,1.33,0.26,Low,0.28,0.46,0.44,0.22,0.4,0.04,0.28,0.82,0.28,0.82
+Truck Driver,89156,18,Master's,0.88,1.07,0.71,High,0.68,0.04,0.45,0.93,0.17,0.39,0.73,0.88,0.67,0.26
+Marketing Manager,102124,15,PhD,0.3,1.22,0.68,Medium,0.72,0.86,0.0,0.72,0.83,0.04,0.87,0.26,0.67,0.8
+Doctor,54995,17,PhD,0.09,1.1,0.19,Low,0.9,0.4,0.32,0.75,0.41,0.65,0.65,0.89,0.6,0.5
+Mechanic,100194,21,High School,0.12,0.65,0.37,Medium,0.64,0.74,0.53,0.83,0.99,0.82,0.69,0.53,0.45,0.08
+Lawyer,97534,25,High School,0.91,1.31,0.39,Medium,0.47,0.82,0.07,0.39,0.85,0.4,0.08,0.54,0.86,0.59
+UX Researcher,123547,1,High School,0.38,0.95,0.53,Medium,0.76,0.1,0.89,0.01,0.37,0.03,0.39,0.53,0.51,0.17
+AI Engineer,111926,3,Bachelor's,0.04,1.26,0.29,Low,0.34,0.52,0.38,0.01,0.39,0.79,0.6,0.1,0.85,0.53
+HR Specialist,107487,19,Bachelor's,0.58,1.06,0.34,Medium,0.17,0.97,0.23,0.98,0.53,0.14,0.1,0.21,0.93,0.41
+HR Specialist,107362,17,Master's,0.31,0.65,0.5,Medium,0.13,0.84,0.37,0.37,0.47,0.44,0.99,0.55,0.09,0.61
+Financial Analyst,44973,19,Master's,0.03,1.47,0.61,Medium,0.98,0.48,0.53,0.17,0.25,0.84,0.36,0.83,0.71,0.18
+Research Scientist,30340,13,Master's,0.68,0.74,0.26,Low,0.54,0.17,0.58,1.0,0.15,0.82,0.21,0.78,0.73,0.3
+Doctor,104965,24,Bachelor's,0.79,0.96,0.23,Low,0.15,0.85,0.71,0.91,0.13,0.59,0.6,0.35,0.46,0.04
+Truck Driver,74789,10,Master's,0.55,0.56,0.87,High,0.47,0.03,0.97,0.95,0.51,0.09,0.75,0.49,0.3,0.49
+Security Guard,88954,0,High School,0.56,0.94,0.85,High,0.92,0.36,0.73,0.89,0.46,0.44,0.6,0.59,0.81,0.48
+Teacher,78456,7,PhD,0.85,0.94,0.26,Low,0.89,0.06,0.88,0.45,0.51,0.63,0.93,0.02,0.48,0.69
+Financial Analyst,116698,2,High School,0.69,0.63,0.42,Medium,0.36,0.8,0.28,0.21,0.96,0.01,1.0,0.68,0.83,0.29
+Chef,40886,2,High School,0.74,1.33,0.6,Medium,0.14,0.75,0.77,0.66,0.77,0.85,0.61,0.09,0.49,0.08
+AI Engineer,78511,3,High School,0.41,0.57,0.14,Low,0.11,0.81,0.95,0.07,0.96,0.52,0.3,0.08,0.5,0.79
+AI Engineer,136127,5,Master's,0.05,0.57,0.15,Low,0.3,0.23,0.28,0.8,0.93,0.41,0.91,0.32,0.48,0.23
+Truck Driver,45592,29,Bachelor's,0.98,1.1,0.79,High,0.65,0.12,0.89,0.5,0.45,0.59,0.62,0.07,0.68,0.24
+Security Guard,134859,13,Master's,0.82,1.3,0.84,High,0.52,0.14,0.78,0.27,0.5,0.28,0.13,0.63,0.05,0.75
+Nurse,119678,24,High School,0.0,1.01,0.06,Low,0.28,0.71,0.06,0.84,0.0,0.25,0.74,0.32,0.1,0.36
+UX Researcher,62402,8,Master's,0.84,0.81,0.62,Medium,0.89,0.43,0.91,0.38,0.96,0.09,0.69,0.49,0.39,0.63
+Mechanic,53478,9,Bachelor's,0.14,0.75,0.65,Medium,0.18,0.28,0.13,0.68,0.94,0.27,0.48,0.63,1.0,0.1
+Lawyer,52005,15,Bachelor's,0.39,1.37,0.49,Medium,0.11,0.63,0.77,0.0,0.86,0.19,0.55,0.42,0.72,0.37
+Security Guard,82389,10,Bachelor's,0.73,1.15,0.9,High,0.75,0.04,0.39,0.93,0.13,0.74,0.97,0.05,0.68,0.47
+Chef,84336,3,High School,0.09,0.54,0.57,Medium,0.82,0.78,0.54,0.1,0.69,0.24,0.91,0.84,0.71,0.95
+Financial Analyst,112594,24,High School,0.74,0.83,0.66,Medium,0.27,0.72,0.88,0.04,0.4,0.76,0.45,0.27,0.22,0.13
+Security Guard,85243,26,Bachelor's,0.58,0.58,0.8,High,0.37,0.18,0.44,0.33,0.34,0.74,0.22,0.64,0.57,0.57
+UX Researcher,85668,3,Master's,0.55,1.38,0.57,Medium,0.55,0.83,0.61,0.29,0.21,0.15,0.9,0.71,0.94,0.6
+Software Engineer,82428,14,Bachelor's,0.06,1.17,0.53,Medium,0.99,0.24,0.53,0.65,0.64,0.56,0.78,0.2,0.73,0.62
+Data Scientist,107240,25,Bachelor's,0.85,0.82,0.41,Medium,0.98,0.53,0.91,0.16,0.64,0.81,0.95,0.34,0.72,0.54
+UX Researcher,120270,8,Master's,0.69,1.19,0.67,Medium,0.5,0.23,0.04,0.42,0.3,0.76,0.35,0.95,0.96,0.62
+AI Engineer,74605,21,Master's,0.76,1.05,0.1,Low,0.46,0.56,0.86,0.48,0.9,0.67,0.14,0.99,0.53,0.39
+UX Researcher,140059,5,Bachelor's,0.11,1.14,0.5,Medium,0.41,0.95,0.52,0.22,0.46,0.92,0.18,0.21,0.01,0.01
+Mechanic,96155,18,Bachelor's,0.73,0.86,0.58,Medium,0.4,0.95,0.97,0.39,0.85,0.77,0.31,0.23,0.46,0.78
+Construction Worker,131971,23,Master's,0.76,1.36,0.85,High,0.84,0.78,0.38,0.55,0.8,0.05,0.81,0.18,0.51,0.81
+Teacher,57413,4,High School,0.25,0.9,0.27,Low,0.0,0.9,0.15,0.99,0.95,0.49,0.51,0.48,0.64,0.09
+Software Engineer,138125,2,Bachelor's,0.06,0.94,0.41,Medium,0.62,0.99,0.39,0.57,0.42,0.85,0.9,0.88,0.97,0.03
+HR Specialist,42602,10,PhD,0.75,0.73,0.68,Medium,0.15,0.68,0.22,0.43,0.72,0.56,0.43,0.33,0.84,0.14
+Research Scientist,110070,14,Master's,0.9,1.35,0.15,Low,0.76,0.82,0.89,0.54,0.2,0.26,0.3,0.59,0.03,0.64
+UX Researcher,50954,3,Master's,0.3,1.38,0.48,Medium,0.1,0.83,0.05,0.73,0.77,0.35,0.82,0.52,0.46,0.05
+Customer Support,118691,22,PhD,0.93,0.89,0.84,High,0.53,0.59,0.06,0.36,0.72,0.2,0.2,0.01,0.44,0.88
+Lawyer,120453,14,Bachelor's,0.19,0.81,0.59,Medium,0.64,0.42,0.76,0.61,0.9,0.82,0.25,0.27,0.13,0.34
+Software Engineer,37214,21,PhD,0.41,0.72,0.6,Medium,0.54,0.15,0.38,0.41,0.75,0.02,0.27,0.52,0.27,0.63
+Research Scientist,139269,24,High School,0.36,1.45,0.21,Low,0.13,0.56,0.78,0.71,0.17,0.97,0.45,0.16,0.18,0.1
+Construction Worker,119285,0,PhD,0.12,0.63,0.91,High,0.34,0.03,0.05,0.14,0.21,0.67,0.16,0.12,0.76,0.67
+Research Scientist,122268,22,Bachelor's,0.55,0.81,0.17,Low,0.51,0.39,0.91,0.02,0.78,0.12,0.8,0.62,0.84,0.1
+Customer Support,118791,26,Bachelor's,0.5,1.21,0.83,High,0.54,0.43,0.31,0.48,0.12,0.96,0.71,0.95,0.23,0.88
+Customer Support,86408,19,High School,0.68,1.13,0.78,High,0.82,0.5,0.07,0.31,0.94,0.85,0.98,0.63,0.25,0.16
+Financial Analyst,136464,16,PhD,0.02,0.89,0.38,Medium,0.41,0.93,0.43,0.88,0.61,0.25,0.36,0.08,0.33,0.68
+Graphic Designer,56049,29,Bachelor's,0.37,1.44,0.56,Medium,0.67,0.63,0.2,0.42,0.75,0.1,0.28,0.28,0.43,0.98
+Graphic Designer,84845,28,PhD,0.98,0.6,0.52,Medium,0.98,0.56,0.19,0.58,0.2,0.52,0.07,0.61,0.52,0.74
+Graphic Designer,133937,27,Master's,0.55,1.19,0.36,Medium,0.6,0.17,0.93,0.07,0.43,0.7,0.46,0.09,0.55,0.64
+AI Engineer,143557,2,High School,0.37,1.06,0.16,Low,0.67,0.58,0.53,0.25,0.0,0.17,0.12,0.45,0.61,0.21
+Data Scientist,32994,15,PhD,0.01,1.27,0.55,Medium,0.37,0.05,0.63,0.39,0.94,0.54,0.94,0.22,0.73,0.62
+Truck Driver,54351,5,PhD,0.98,0.6,0.7,Medium,0.43,0.09,0.75,0.91,0.43,0.26,0.43,0.72,0.01,0.59
+Teacher,74816,10,Master's,0.64,0.74,0.23,Low,0.09,0.2,0.88,0.74,0.01,0.25,0.21,0.27,0.25,0.06
+Financial Analyst,103788,17,Bachelor's,0.73,1.11,0.57,Medium,0.08,0.95,0.84,0.81,0.82,0.93,0.54,0.2,0.62,0.74
+Teacher,40103,26,Bachelor's,0.52,0.57,0.14,Low,0.92,0.58,0.54,0.27,0.37,0.9,0.67,0.79,0.45,0.63
+Marketing Manager,34458,26,High School,0.71,0.93,0.48,Medium,0.65,0.94,0.06,0.82,0.29,0.44,0.02,0.3,0.5,0.06
+Construction Worker,59493,23,Bachelor's,0.93,0.61,0.89,High,0.41,0.66,0.26,0.16,0.16,0.07,0.19,0.66,0.88,0.81
+Data Scientist,93059,18,High School,0.11,0.79,0.42,Medium,0.25,0.52,0.54,0.36,0.35,0.83,0.79,0.31,0.91,0.95
+Graphic Designer,121683,13,PhD,0.35,1.01,0.68,Medium,0.88,0.1,0.39,0.55,0.5,0.19,0.86,0.68,0.84,0.86
+Lawyer,46322,29,PhD,0.44,1.11,0.36,Medium,0.67,0.18,0.69,0.23,0.12,0.17,0.0,0.72,0.73,0.51
+Software Engineer,100293,21,Bachelor's,0.08,0.52,0.37,Medium,0.89,0.24,0.35,0.11,0.22,0.52,0.61,0.25,0.06,0.39
+Truck Driver,79298,21,Bachelor's,0.22,1.46,0.85,High,0.56,0.42,0.43,0.54,0.7,0.7,0.17,0.5,0.41,0.87
+Construction Worker,73937,28,PhD,0.53,0.62,0.85,High,0.12,0.34,0.14,0.69,0.21,0.39,0.9,0.2,0.51,0.42
+Lawyer,146464,29,High School,0.79,0.57,0.49,Medium,0.56,0.63,0.69,0.25,0.01,0.72,0.54,0.84,0.82,0.84
+Retail Worker,106274,11,High School,0.33,1.29,0.81,High,0.18,0.85,0.88,0.47,0.08,0.39,0.8,0.9,0.2,0.07
+Chef,32581,5,PhD,0.39,1.04,0.69,Medium,0.07,0.65,0.07,0.38,0.8,0.43,1.0,0.56,0.32,0.22
+Truck Driver,142309,13,Master's,0.37,0.57,0.79,High,0.46,0.72,0.66,0.71,0.01,0.22,0.66,0.48,0.01,0.8
+Marketing Manager,85612,23,High School,0.55,0.57,0.61,Medium,0.58,0.78,0.75,0.8,0.52,0.14,0.67,0.62,0.74,0.17
+Truck Driver,65710,27,Bachelor's,0.39,0.66,0.76,High,0.61,0.43,0.77,0.85,0.54,0.76,0.31,0.41,0.71,0.39
+Security Guard,46999,26,Master's,0.19,1.1,0.92,High,0.87,0.72,0.75,0.56,0.58,0.13,0.44,0.45,0.96,0.43
+Customer Support,142701,5,PhD,0.53,1.14,0.89,High,0.23,0.53,0.83,0.46,0.28,0.65,0.82,0.06,0.78,0.82
+Teacher,54031,22,PhD,0.98,1.29,0.24,Low,0.75,0.15,0.22,0.46,0.26,0.42,0.89,0.82,0.63,0.86
+Software Engineer,115679,5,PhD,0.43,0.7,0.51,Medium,0.74,0.44,0.67,0.09,0.75,0.81,0.71,0.97,0.83,0.9
+Mechanic,63724,26,PhD,0.81,1.36,0.7,Medium,0.24,0.04,0.41,0.13,0.02,0.36,0.78,0.57,0.31,0.65
+UX Researcher,131154,21,Master's,0.01,1.26,0.55,Medium,0.76,0.04,0.84,0.62,0.56,0.62,0.86,0.59,0.58,0.99
+Mechanic,100014,18,Bachelor's,0.44,1.21,0.46,Medium,0.23,0.6,0.93,0.93,0.34,0.53,0.21,1.0,0.98,0.65
+Nurse,35232,9,High School,0.72,1.09,0.06,Low,0.45,0.67,0.68,0.37,0.94,0.17,0.5,0.69,0.7,0.65
+Graphic Designer,114425,21,PhD,0.16,1.14,0.54,Medium,0.18,0.71,0.46,0.67,0.84,0.17,0.02,0.78,0.61,0.7
+Research Scientist,116795,7,High School,0.8,1.46,0.18,Low,0.49,0.4,0.15,0.57,0.28,0.92,0.58,0.59,0.35,0.05
+Customer Support,53559,28,Bachelor's,0.42,0.58,0.85,High,0.88,0.88,0.66,0.21,0.86,0.89,0.2,0.74,0.29,0.8
+Construction Worker,94418,18,Master's,0.03,1.4,0.86,High,0.97,0.47,0.85,0.06,0.34,0.07,0.98,0.82,0.85,0.94
+Data Scientist,117954,13,PhD,0.39,0.57,0.38,Medium,0.23,0.47,0.27,0.1,0.17,0.15,0.97,0.76,0.97,0.44
+Mechanic,105831,22,Master's,0.8,0.83,0.42,Medium,0.23,0.13,0.26,0.36,0.67,0.06,0.21,0.81,0.15,0.34
+HR Specialist,48814,23,Bachelor's,0.15,0.58,0.49,Medium,0.3,0.56,0.8,0.14,0.58,0.51,0.14,0.62,0.27,0.49
+Research Scientist,147904,0,High School,0.46,0.81,0.26,Low,0.06,0.42,0.46,0.73,0.57,0.67,0.78,0.86,0.31,0.54
+Chef,116694,12,High School,0.99,1.39,0.45,Medium,0.2,0.49,0.74,0.49,0.48,0.84,0.36,0.86,0.41,0.33
+Security Guard,74739,26,High School,0.76,0.63,0.75,High,0.95,0.18,0.57,0.58,0.49,0.64,0.23,0.55,0.37,0.66
+AI Engineer,110357,5,High School,0.85,0.67,0.26,Low,0.49,0.41,0.9,0.6,0.58,0.56,0.37,0.79,0.25,0.94
+Lawyer,44079,26,High School,0.34,1.23,0.53,Medium,0.34,0.99,0.03,0.25,0.52,0.52,0.59,0.75,0.62,0.6
+UX Researcher,103648,19,Bachelor's,0.38,0.73,0.41,Medium,0.55,0.2,0.29,0.24,0.95,0.94,0.61,0.92,0.79,0.59
+UX Researcher,143892,16,Master's,0.77,1.2,0.55,Medium,0.76,0.51,0.7,0.94,0.38,0.71,0.48,0.67,0.76,0.05
+Data Scientist,135296,7,High School,0.23,1.17,0.49,Medium,0.77,0.12,0.63,0.28,0.85,0.93,1.0,0.8,0.75,0.22
+Retail Worker,66639,14,Master's,0.47,1.27,0.93,High,0.19,0.92,0.7,0.61,0.2,0.06,0.57,0.65,0.21,0.56
+Graphic Designer,105476,20,Bachelor's,0.84,1.43,0.45,Medium,0.32,0.75,0.43,0.09,0.28,0.42,0.29,0.33,0.29,0.04
+UX Researcher,71830,27,Master's,0.6,1.15,0.38,Medium,0.3,0.62,0.6,0.51,0.35,0.91,0.34,0.46,0.68,0.54
+Software Engineer,129555,22,High School,0.44,1.29,0.41,Medium,0.14,0.31,0.85,0.09,0.99,0.54,0.98,0.94,0.45,0.2
+HR Specialist,91576,14,PhD,0.16,1.1,0.36,Medium,0.97,0.45,0.5,0.25,0.47,0.66,0.75,0.75,0.58,0.9
+Data Scientist,137524,2,PhD,0.76,0.56,0.3,Low,0.21,0.66,0.41,0.4,0.88,0.9,0.91,0.31,0.69,0.27
+Retail Worker,148360,1,High School,0.18,0.84,0.81,High,0.83,0.12,0.73,0.53,0.29,0.49,0.3,0.6,0.43,0.16
+Research Scientist,55464,25,PhD,0.55,1.4,0.14,Low,0.73,0.66,0.93,0.82,0.57,0.66,0.9,0.4,0.33,0.01
+Data Scientist,85798,10,High School,0.8,0.6,0.53,Medium,0.46,0.12,0.98,0.21,0.07,0.59,0.74,0.03,0.66,0.53
+Research Scientist,133243,6,Master's,0.17,1.07,0.12,Low,0.94,0.82,0.98,0.26,0.97,0.43,0.35,0.05,0.05,0.69
+AI Engineer,84710,21,Bachelor's,0.23,1.11,0.11,Low,0.58,0.36,0.82,0.82,0.48,0.35,0.36,0.81,0.33,0.21
+UX Researcher,38848,5,PhD,0.47,0.98,0.64,Medium,0.22,0.38,0.81,0.82,0.38,0.46,0.3,0.93,0.12,0.93
+Teacher,95942,24,Master's,0.6,1.44,0.13,Low,0.25,0.65,0.62,0.33,0.93,0.84,0.22,0.24,0.51,0.77
+Graphic Designer,45086,11,High School,0.69,1.15,0.39,Medium,0.68,0.94,0.05,0.32,0.44,0.9,0.96,0.44,0.75,0.53
+Doctor,39343,13,PhD,0.28,0.72,0.12,Low,0.56,0.03,0.91,0.16,0.22,0.52,0.71,0.1,0.32,0.97
+Marketing Manager,89550,8,Bachelor's,0.31,1.34,0.32,Medium,0.46,0.38,0.32,0.29,0.09,0.31,0.04,0.78,0.4,0.44
+Graphic Designer,70317,12,High School,0.66,0.51,0.68,Medium,0.24,0.11,0.77,0.5,0.43,0.25,0.55,0.27,0.9,0.22
+Financial Analyst,102055,26,Bachelor's,0.56,1.33,0.59,Medium,0.7,0.32,0.23,0.21,0.86,0.82,0.44,0.13,0.38,0.62
+Data Scientist,145660,26,High School,0.78,1.5,0.38,Medium,0.46,0.43,0.3,0.2,0.07,0.89,0.42,0.5,0.92,0.78
+Data Scientist,64785,12,High School,0.57,0.94,0.62,Medium,0.72,0.69,0.34,0.8,0.05,0.16,0.34,0.08,0.23,0.83
+Graphic Designer,70149,12,Master's,0.3,0.76,0.41,Medium,0.28,0.04,0.93,0.21,0.42,0.01,0.86,0.73,0.95,0.78
+Mechanic,100122,14,PhD,0.25,1.2,0.45,Medium,0.57,0.01,0.06,0.54,0.57,0.75,0.13,0.51,0.19,0.09
+HR Specialist,46524,29,High School,0.16,0.72,0.43,Medium,0.26,0.09,0.09,0.19,0.05,0.63,0.29,0.28,0.33,0.66
+Mechanic,82347,28,Master's,0.44,0.83,0.46,Medium,0.53,0.16,0.57,0.81,0.76,0.15,0.15,0.27,0.36,0.41
+Research Scientist,71743,17,PhD,0.06,0.53,0.15,Low,0.7,0.19,0.64,0.26,0.89,0.9,0.3,0.23,0.41,0.24
+HR Specialist,118302,14,High School,0.83,1.17,0.63,Medium,0.4,0.16,0.74,0.36,0.67,0.27,0.08,0.99,0.16,0.99
+Financial Analyst,96706,9,PhD,0.79,1.16,0.53,Medium,0.87,0.29,0.47,0.62,0.41,0.43,0.33,0.56,0.85,0.2
+Graphic Designer,95780,10,Master's,0.28,0.63,0.34,Medium,0.6,0.52,0.25,0.47,0.49,0.2,0.65,0.78,0.79,0.6
+Software Engineer,78899,11,Master's,0.06,0.79,0.34,Medium,0.96,0.14,0.15,0.89,0.94,0.77,0.01,0.0,0.38,0.14
+Chef,92559,28,High School,0.46,1.44,0.43,Medium,0.66,0.65,0.25,0.65,0.21,0.12,0.7,0.11,1.0,0.18
+Security Guard,140168,1,PhD,0.41,0.63,0.71,High,0.62,0.81,0.84,0.48,0.78,0.67,0.72,0.49,0.63,0.81
+Software Engineer,143857,28,High School,0.81,1.09,0.37,Medium,0.02,0.36,0.55,0.84,0.13,0.8,0.86,0.15,0.85,0.99
+Customer Support,37189,13,High School,0.78,1.49,0.85,High,0.31,0.84,0.61,0.58,0.25,0.76,0.08,0.92,0.33,0.13
+Mechanic,91158,13,High School,0.73,0.82,0.57,Medium,0.56,0.34,0.13,0.09,0.83,0.92,0.65,0.1,0.4,0.73
+Construction Worker,52394,13,PhD,0.12,0.5,0.88,High,0.36,0.25,0.01,0.54,0.85,0.96,0.57,0.51,0.09,0.55
+Nurse,50245,1,Bachelor's,0.61,0.89,0.11,Low,0.09,0.31,0.1,0.18,0.99,0.44,0.53,0.87,1.0,0.58
+Graphic Designer,48624,25,High School,0.48,0.82,0.5,Medium,0.86,0.59,0.69,0.36,0.74,0.67,0.12,0.57,0.26,0.8
+AI Engineer,46626,21,PhD,0.99,0.59,0.25,Low,0.67,0.77,0.31,0.49,0.8,0.23,0.23,0.55,0.52,0.28
+Teacher,74950,10,Bachelor's,0.28,1.27,0.21,Low,0.83,0.98,0.47,0.07,0.05,0.3,0.93,0.52,0.27,0.4
+Construction Worker,130211,5,Bachelor's,0.65,0.65,0.94,High,0.54,0.14,0.89,0.07,0.91,1.0,0.7,0.77,0.34,0.94
+Chef,117460,13,High School,0.73,1.42,0.69,Medium,0.83,0.3,0.97,0.63,0.93,0.68,0.31,0.37,0.55,0.79
+Truck Driver,115489,27,Master's,0.58,0.85,0.9,High,0.47,0.08,0.17,0.06,0.5,0.11,0.11,0.94,0.87,0.45
+Software Engineer,143880,18,Master's,0.0,1.11,0.55,Medium,0.46,0.4,0.46,0.41,0.73,0.14,0.2,0.18,0.26,0.53
+Security Guard,41569,5,High School,0.87,0.8,0.74,High,0.68,0.04,0.62,0.7,0.21,0.04,0.36,0.1,0.12,0.25
+UX Researcher,147027,17,Bachelor's,0.53,1.18,0.54,Medium,0.15,0.17,0.88,0.56,0.87,0.37,0.61,0.52,0.32,0.47
+Customer Support,111384,3,Master's,0.2,0.82,0.9,High,0.92,0.36,0.31,0.2,0.68,0.32,0.99,0.33,0.39,0.6
+Graphic Designer,107463,21,PhD,0.47,0.92,0.7,Medium,0.01,0.9,0.15,0.79,0.62,0.34,0.87,0.01,0.23,0.57
+Mechanic,74148,14,PhD,0.61,0.52,0.35,Medium,0.13,0.19,0.46,0.75,0.91,0.84,0.2,0.44,0.2,0.26
+Retail Worker,59793,28,PhD,0.07,0.72,0.93,High,0.47,0.45,0.01,0.25,0.87,0.16,0.42,0.01,0.48,0.02
+Marketing Manager,102095,4,Master's,0.6,1.26,0.51,Medium,0.23,0.67,0.08,0.44,0.16,0.18,0.2,0.39,0.05,0.4
+Doctor,112508,28,Master's,0.48,0.88,0.26,Low,0.15,0.51,0.06,0.07,0.57,0.57,0.88,0.56,0.96,0.05
+Software Engineer,97598,6,High School,0.04,0.69,0.52,Medium,0.65,0.05,0.95,0.84,0.3,0.08,0.17,0.13,0.12,0.52
+HR Specialist,98472,22,Bachelor's,0.99,1.18,0.68,Medium,0.14,0.38,0.55,0.08,0.0,0.67,0.64,0.41,0.49,0.42
+Financial Analyst,108291,27,PhD,0.34,0.68,0.34,Medium,0.96,0.6,0.73,0.32,0.39,0.24,0.1,0.18,0.8,0.68
+HR Specialist,130342,12,Bachelor's,0.48,1.42,0.33,Medium,0.28,0.35,0.78,0.99,0.24,0.87,0.83,0.22,0.4,0.41
+Teacher,73894,21,Bachelor's,0.18,1.3,0.13,Low,0.73,0.42,0.58,0.83,0.8,0.87,0.06,0.69,0.14,0.42
+Chef,49023,5,Master's,0.4,1.02,0.7,Medium,0.14,0.68,0.4,0.13,0.16,0.95,0.88,0.91,0.99,0.21
+AI Engineer,34758,18,PhD,0.67,0.98,0.15,Low,0.36,0.59,0.58,0.16,0.47,0.55,0.57,0.21,0.74,0.03
+Customer Support,47065,6,Bachelor's,0.78,1.06,0.77,High,0.69,0.57,0.8,0.74,0.61,0.49,0.13,0.26,0.42,0.6
+Research Scientist,53464,1,PhD,0.29,0.51,0.17,Low,0.29,0.73,0.02,0.58,0.94,0.17,0.47,0.09,0.63,0.55
+UX Researcher,102572,23,High School,0.52,1.4,0.38,Medium,0.02,0.86,0.58,0.89,0.6,0.81,0.43,0.75,0.91,0.57
+Construction Worker,67344,1,High School,0.18,1.29,0.8,High,0.44,0.59,0.59,0.07,0.83,0.18,0.72,0.77,0.71,0.58
+Truck Driver,122759,19,PhD,0.36,1.1,0.8,High,0.86,0.31,0.29,0.27,0.33,0.56,0.71,0.66,0.81,0.89
+Customer Support,66444,12,Master's,0.02,1.24,0.75,High,0.13,0.64,0.32,0.06,0.14,0.0,0.9,0.02,0.21,0.42
+Software Engineer,46932,9,PhD,0.91,0.54,0.5,Medium,0.68,0.93,0.62,0.8,0.08,0.39,0.37,0.89,0.15,0.15
+Research Scientist,55363,11,Bachelor's,0.05,0.68,0.29,Low,0.43,0.63,0.73,0.37,0.15,0.21,0.31,0.64,0.4,0.01
+Doctor,30893,14,PhD,0.92,1.31,0.26,Low,0.8,0.32,0.77,0.14,0.66,0.64,0.03,0.79,0.9,0.27
+Graphic Designer,84962,7,High School,0.08,1.1,0.49,Medium,0.55,0.93,0.87,0.79,0.27,0.91,0.1,0.85,0.33,0.05
+Mechanic,94173,23,Bachelor's,0.23,0.74,0.42,Medium,0.06,0.18,0.01,0.45,0.08,0.68,0.24,0.94,0.87,0.29
+Research Scientist,82949,26,Bachelor's,0.8,1.49,0.2,Low,0.08,0.65,0.62,0.64,0.31,0.86,0.96,0.22,0.09,0.19
+Construction Worker,141738,10,Master's,0.68,1.14,0.8,High,0.58,0.31,0.48,0.79,0.98,0.93,0.93,0.4,0.47,0.71
+Research Scientist,80492,16,High School,0.3,0.64,0.2,Low,0.31,0.33,0.07,0.35,0.86,0.23,0.7,0.63,0.86,0.13
+Mechanic,117527,28,PhD,0.14,0.51,0.52,Medium,0.98,0.37,0.36,0.34,0.52,0.44,0.88,0.51,0.51,0.14
+Teacher,83639,26,Bachelor's,0.25,0.57,0.22,Low,0.6,0.42,0.42,0.79,0.2,0.82,0.65,0.42,0.46,0.26
+Data Scientist,66993,3,High School,0.51,0.82,0.54,Medium,1.0,0.44,0.92,0.35,0.05,0.2,0.42,0.22,0.0,0.92
+Security Guard,61551,21,Bachelor's,0.74,0.67,0.73,High,0.07,0.72,0.93,0.43,0.12,0.51,0.35,0.37,0.62,0.72
+Research Scientist,63896,22,Bachelor's,0.04,1.49,0.11,Low,0.05,0.19,0.04,0.39,0.8,0.34,0.44,0.68,0.51,0.86
+Customer Support,63686,21,High School,0.01,1.28,0.82,High,0.99,0.48,0.99,0.75,0.25,0.54,0.99,0.86,0.1,0.71
+Chef,147256,26,Bachelor's,0.33,1.45,0.35,Medium,0.02,0.9,0.07,0.99,0.95,0.14,0.54,0.18,0.43,0.06
+Construction Worker,103531,2,Master's,0.36,0.94,0.94,High,0.81,0.74,0.54,0.84,0.34,0.71,0.99,0.31,0.67,0.84
+Lawyer,53991,21,PhD,0.72,0.78,0.43,Medium,0.02,0.76,0.04,0.86,0.12,0.17,0.48,0.74,0.14,0.44
+Lawyer,39269,7,High School,0.21,0.62,0.63,Medium,0.5,0.01,0.8,0.98,0.61,0.5,0.88,0.95,0.75,0.45
+Financial Analyst,149391,18,Bachelor's,0.7,0.69,0.48,Medium,0.83,0.65,0.41,0.66,0.12,0.4,0.79,0.22,0.19,0.95
+AI Engineer,124598,14,Master's,0.95,0.85,0.06,Low,0.18,0.39,0.95,0.14,0.76,0.11,0.98,0.38,0.78,0.34
+Retail Worker,89470,2,PhD,0.19,0.65,0.93,High,0.92,0.89,0.63,0.81,0.07,0.33,0.31,0.64,0.36,0.15
+Retail Worker,34321,29,Bachelor's,0.81,0.88,0.73,High,0.2,0.24,0.3,0.64,0.6,0.7,0.36,0.82,0.2,0.47
+Graphic Designer,50977,25,PhD,0.18,0.61,0.65,Medium,0.34,0.68,0.03,0.69,0.32,0.06,0.61,0.24,0.39,0.08
+Truck Driver,62167,13,High School,0.3,0.59,0.93,High,0.01,0.48,0.12,0.31,0.93,0.16,0.97,0.21,0.74,0.55
+Customer Support,108518,28,PhD,0.55,1.03,0.75,High,0.17,0.92,0.33,0.37,0.76,0.34,0.95,0.74,0.6,0.88
+UX Researcher,93752,12,Bachelor's,0.26,0.97,0.39,Medium,0.74,0.92,0.42,0.34,0.96,0.44,0.49,0.35,0.91,0.57
+Security Guard,77691,16,Bachelor's,0.31,1.23,0.9,High,0.83,0.99,0.79,0.6,0.34,0.54,0.04,0.74,0.45,0.02
+Doctor,59813,15,Bachelor's,0.39,1.08,0.17,Low,0.62,0.48,0.66,0.22,0.11,0.6,0.48,0.03,0.38,0.11
+Graphic Designer,95603,28,Master's,0.4,1.11,0.62,Medium,0.3,0.96,0.54,0.62,0.68,0.67,0.51,0.43,0.05,0.02
+Graphic Designer,118150,14,Master's,0.33,0.89,0.36,Medium,0.74,0.86,0.94,0.49,0.7,0.86,0.42,0.31,0.94,0.52
+Truck Driver,31996,3,Bachelor's,0.12,0.83,0.9,High,0.6,0.39,0.47,0.85,0.34,0.87,0.09,0.78,0.85,0.18
+Construction Worker,108015,2,Bachelor's,0.17,1.21,0.83,High,0.64,0.2,0.21,0.04,0.32,0.56,0.86,0.67,0.44,0.95
+Chef,59709,9,Bachelor's,0.93,1.03,0.4,Medium,0.05,0.73,0.12,0.3,0.53,0.56,0.6,0.17,0.38,0.62
+Software Engineer,33203,17,High School,0.73,1.42,0.6,Medium,0.59,0.19,0.67,0.62,0.6,0.49,0.53,0.33,0.52,0.2
+Marketing Manager,39327,7,PhD,0.77,0.89,0.5,Medium,0.86,0.75,0.81,0.14,0.07,0.89,0.39,0.29,0.72,0.84
+Construction Worker,37868,11,High School,0.32,1.35,0.71,High,0.05,0.62,0.06,0.32,0.67,0.34,0.18,0.28,0.46,0.48
+UX Researcher,76097,23,High School,0.75,0.96,0.64,Medium,0.11,0.26,0.83,0.38,0.98,0.47,0.79,0.4,0.42,0.38
+Lawyer,117838,6,High School,0.44,1.34,0.4,Medium,0.42,0.04,0.45,0.58,0.57,0.33,0.32,0.11,0.37,0.1
+Lawyer,136931,16,Master's,0.97,1.47,0.65,Medium,0.6,0.7,0.29,0.63,0.46,0.48,0.76,0.28,0.32,0.92
+HR Specialist,76900,24,Bachelor's,0.49,1.41,0.54,Medium,0.55,0.25,0.34,0.85,0.56,0.51,0.1,0.02,0.96,0.38
+Mechanic,41221,11,PhD,0.08,1.18,0.67,Medium,0.58,0.13,0.58,0.77,0.41,0.88,0.65,0.9,0.62,0.13
+Security Guard,30654,9,High School,0.48,1.17,0.8,High,0.3,0.63,0.15,0.37,0.21,0.7,0.94,1.0,0.45,0.25
+Graphic Designer,112928,26,High School,0.85,0.71,0.68,Medium,0.34,0.99,0.84,0.81,0.32,0.01,0.38,0.3,0.04,0.51
+Teacher,99444,21,High School,0.63,1.12,0.08,Low,0.98,0.19,0.45,0.49,0.81,0.1,0.43,0.63,0.22,0.63
+Research Scientist,115092,18,Bachelor's,0.2,1.3,0.23,Low,0.06,0.39,0.28,0.3,0.98,0.64,0.72,0.98,0.38,0.8
+Financial Analyst,123122,8,Bachelor's,0.87,0.68,0.68,Medium,0.22,0.33,0.76,0.39,0.61,0.44,0.74,0.23,0.06,0.3
+AI Engineer,49177,0,Master's,0.17,0.85,0.15,Low,0.06,0.58,0.88,0.15,0.6,0.66,0.42,0.7,0.41,0.5
+Research Scientist,107360,23,Master's,0.13,1.3,0.18,Low,0.75,0.31,0.51,0.86,0.47,0.36,0.54,0.72,0.44,0.94
+Mechanic,132877,11,Master's,0.48,1.26,0.58,Medium,0.86,1.0,0.43,0.11,0.03,0.73,0.87,0.22,0.16,0.06
+HR Specialist,73158,27,High School,0.31,0.9,0.5,Medium,0.84,0.65,0.62,0.18,0.51,0.72,0.97,0.2,0.01,0.08
+Research Scientist,87889,1,PhD,0.34,1.49,0.17,Low,0.18,0.89,0.46,0.71,0.98,0.05,0.1,0.72,0.28,0.18
+Retail Worker,136196,16,Master's,0.02,1.27,0.73,High,0.47,0.61,0.43,0.03,0.78,0.01,0.76,0.89,0.43,0.54
+Financial Analyst,133801,11,Bachelor's,0.39,1.39,0.66,Medium,0.34,0.62,0.93,0.96,0.51,0.45,0.28,0.96,0.14,0.58
+Security Guard,109557,24,Bachelor's,0.28,0.9,0.95,High,0.05,0.58,0.08,0.15,0.44,0.51,0.26,0.32,0.09,0.3
+Teacher,54502,15,PhD,0.94,0.83,0.19,Low,0.91,0.01,0.81,0.95,0.09,0.16,0.96,0.54,0.01,0.26
+Graphic Designer,128878,29,PhD,0.69,1.23,0.7,Medium,0.29,0.54,0.53,0.41,0.17,0.98,0.85,0.5,0.6,0.23
+AI Engineer,136802,23,Bachelor's,0.69,1.02,0.3,Low,0.61,0.37,0.77,0.17,0.38,0.35,0.43,0.78,0.48,0.79
+AI Engineer,80901,26,Master's,0.34,1.31,0.11,Low,0.22,0.5,0.26,0.01,0.65,0.51,0.45,0.97,0.57,0.86
+Marketing Manager,96214,16,PhD,0.57,1.37,0.53,Medium,0.72,0.37,0.09,0.46,0.39,0.87,0.24,0.97,0.96,0.25
+Financial Analyst,104755,6,PhD,0.97,0.94,0.43,Medium,0.53,0.69,0.27,0.74,0.05,0.05,0.39,0.35,0.32,0.49
+Mechanic,134580,11,Master's,0.19,0.81,0.69,Medium,0.41,0.44,0.58,0.98,0.24,0.68,0.72,0.61,0.09,0.68
+Mechanic,63477,17,PhD,0.6,1.24,0.38,Medium,0.84,0.03,0.84,0.46,0.22,0.13,0.95,0.07,0.2,0.35
+Software Engineer,142134,12,PhD,0.54,0.63,0.42,Medium,0.24,0.21,0.41,0.7,0.22,0.37,0.39,0.98,0.95,0.8
+Doctor,119080,4,Master's,0.07,0.82,0.12,Low,0.51,0.78,0.86,0.84,0.36,0.69,0.31,0.06,0.7,0.01
+Customer Support,42467,1,Master's,0.33,1.19,0.89,High,0.3,0.81,0.29,0.45,0.73,0.69,0.99,0.23,0.66,0.61
+Data Scientist,100601,0,Bachelor's,0.4,0.93,0.53,Medium,0.0,0.26,0.52,0.72,0.17,0.55,0.71,0.44,0.03,0.45
+Customer Support,148764,1,High School,0.93,0.62,0.86,High,0.05,0.45,0.55,0.3,0.46,0.16,0.3,0.62,0.3,0.9
+Nurse,113795,24,PhD,0.44,0.54,0.17,Low,0.76,0.27,0.81,0.25,0.82,0.09,0.87,0.5,0.3,0.27
+Chef,45994,15,Master's,1.0,0.72,0.34,Medium,0.59,0.49,0.52,0.67,0.27,0.91,0.44,0.13,0.74,0.64
+AI Engineer,66701,25,High School,0.62,0.72,0.16,Low,0.9,0.13,0.39,0.82,0.97,0.45,0.51,0.57,0.93,0.86
+Teacher,63785,18,PhD,0.44,0.96,0.25,Low,0.6,0.65,1.0,0.07,0.22,0.41,0.35,0.02,0.09,0.68
+Lawyer,122282,0,High School,0.51,1.04,0.4,Medium,0.77,0.75,0.59,0.21,0.1,0.06,0.59,0.83,0.86,0.46
+HR Specialist,30229,28,Master's,0.95,0.78,0.46,Medium,0.93,0.34,0.91,0.98,0.66,0.82,0.75,0.7,0.31,0.06
+Nurse,45620,29,High School,0.67,0.6,0.05,Low,0.14,0.72,0.97,0.98,0.49,0.87,0.74,0.5,0.57,0.14
+Doctor,68104,10,High School,0.35,0.95,0.22,Low,0.33,0.25,0.63,0.02,0.72,0.51,0.61,0.63,0.53,0.58
+Data Scientist,78733,25,Bachelor's,0.75,1.23,0.65,Medium,0.19,0.4,0.95,0.4,0.12,0.53,0.11,0.2,1.0,0.54
+Data Scientist,33320,26,PhD,0.27,0.53,0.59,Medium,0.63,0.58,0.74,0.68,0.21,0.35,0.13,0.13,0.68,0.86
+Data Scientist,137648,22,PhD,0.63,0.68,0.34,Medium,0.81,0.58,0.62,0.78,0.7,0.83,0.06,0.75,0.85,0.29
+Chef,53104,0,Master's,0.31,1.46,0.31,Medium,0.58,0.17,0.71,0.18,0.24,0.49,0.91,0.21,0.14,0.76
+Retail Worker,69451,3,Bachelor's,0.91,0.65,0.86,High,0.23,0.16,0.68,0.59,0.75,0.31,0.45,0.41,0.98,0.29
+Financial Analyst,104854,8,Master's,0.35,1.06,0.4,Medium,0.92,0.27,0.9,0.1,0.66,0.91,0.17,0.97,0.45,0.95
+Marketing Manager,35147,12,High School,0.3,0.69,0.42,Medium,0.09,0.14,0.1,0.42,0.8,0.14,0.13,0.64,0.2,0.1
+Graphic Designer,68563,3,Master's,0.92,1.32,0.44,Medium,0.66,0.54,0.68,0.68,0.63,0.27,0.04,0.46,0.89,0.57
+AI Engineer,133496,13,High School,0.34,0.68,0.05,Low,0.47,0.69,0.23,0.13,0.89,0.28,0.22,0.86,0.82,0.45
+Security Guard,79692,6,Bachelor's,0.22,0.58,0.84,High,0.1,0.45,0.94,0.95,0.24,0.62,0.47,0.88,0.27,0.0
+Nurse,135585,13,High School,0.35,0.82,0.25,Low,0.68,0.3,0.46,0.1,0.9,0.94,0.98,0.87,0.17,0.05
+Marketing Manager,59545,17,Bachelor's,0.91,0.68,0.3,Low,0.81,0.08,0.41,0.68,0.24,0.08,0.77,0.63,0.99,0.34
+Data Scientist,138777,0,PhD,0.3,0.6,0.41,Medium,0.82,0.38,0.09,0.34,0.98,0.63,0.42,0.17,0.99,0.82
+Chef,88760,1,High School,0.07,0.56,0.35,Medium,0.58,0.93,0.5,0.84,0.45,0.71,0.73,0.17,0.36,0.64
+Chef,106870,5,Bachelor's,0.58,0.8,0.31,Medium,0.63,0.86,0.34,0.39,0.89,0.81,0.71,0.25,0.91,0.15
+Research Scientist,32147,7,Bachelor's,0.03,1.14,0.12,Low,0.45,0.35,0.17,0.62,0.88,0.96,0.19,0.72,0.66,0.34
+Software Engineer,140463,7,Master's,0.69,1.45,0.55,Medium,0.44,0.53,0.2,0.75,0.75,0.15,0.88,0.27,0.98,0.38
+Truck Driver,148623,11,Bachelor's,0.35,0.94,0.72,High,0.58,0.6,0.74,0.03,0.54,0.05,0.7,0.06,0.91,0.7
+Research Scientist,49360,25,Bachelor's,0.44,0.63,0.12,Low,0.87,0.9,0.0,0.59,0.72,0.62,0.08,0.22,0.25,0.83
+UX Researcher,45605,5,Master's,0.49,1.43,0.55,Medium,0.9,0.46,0.15,0.93,0.46,0.18,0.3,0.05,0.47,0.85
+UX Researcher,103953,18,Master's,0.93,0.63,0.45,Medium,0.03,0.86,0.36,0.63,0.71,0.43,0.31,0.96,0.96,0.29
+Marketing Manager,76531,4,High School,0.97,0.5,0.47,Medium,0.1,0.51,0.02,0.41,0.22,0.53,1.0,0.8,0.85,0.64
+Construction Worker,139198,27,PhD,0.21,1.43,0.79,High,0.1,0.7,0.3,0.27,1.0,0.86,0.41,0.98,0.65,0.74
+Financial Analyst,111199,0,Bachelor's,0.12,1.13,0.66,Medium,0.62,0.13,0.12,0.84,0.14,0.52,0.04,0.08,0.67,0.69
+UX Researcher,65321,19,PhD,0.22,1.31,0.39,Medium,0.54,0.97,0.15,0.94,0.18,0.57,0.38,0.96,0.27,0.4
+Lawyer,77218,27,High School,0.54,1.0,0.4,Medium,0.7,0.01,0.05,0.6,0.34,0.95,0.9,0.71,0.82,0.67
+Data Scientist,39752,1,High School,0.77,0.71,0.43,Medium,0.82,0.54,0.86,0.21,0.61,0.08,0.64,0.76,0.58,0.27
+AI Engineer,34792,14,Bachelor's,0.12,1.12,0.28,Low,0.21,0.74,0.87,0.52,0.67,0.82,0.26,0.3,0.0,0.96
+Data Scientist,44591,29,Master's,0.26,1.37,0.35,Medium,0.72,0.1,0.62,0.36,0.79,0.23,0.64,0.24,0.71,0.87
+Data Scientist,35424,17,High School,0.87,1.09,0.35,Medium,0.43,0.16,0.7,0.76,0.11,0.51,0.81,0.94,0.51,0.95
+Data Scientist,89789,28,Bachelor's,0.39,1.35,0.5,Medium,0.47,0.49,0.85,0.83,0.4,0.33,0.49,0.57,0.24,0.79
+Security Guard,38804,1,High School,0.33,0.61,0.76,High,0.95,0.31,0.17,0.46,0.31,0.04,0.32,0.54,0.55,0.36
+Marketing Manager,58400,20,PhD,0.97,0.88,0.4,Medium,0.24,0.46,0.76,0.21,0.71,0.02,0.42,0.78,0.34,0.56
+Graphic Designer,129525,12,PhD,0.74,0.55,0.64,Medium,0.2,0.87,0.35,0.72,0.32,0.91,0.13,0.18,0.49,0.08
+Teacher,145183,23,Master's,0.94,1.48,0.14,Low,0.92,0.54,0.27,0.7,0.66,0.99,0.27,0.67,0.05,0.11
+Chef,82066,10,Bachelor's,1.0,1.3,0.61,Medium,0.51,0.3,0.15,0.28,0.38,0.76,0.54,0.08,0.02,0.1
+Graphic Designer,59059,21,Master's,0.93,1.14,0.62,Medium,0.47,0.36,0.11,0.88,0.78,0.17,0.51,0.49,0.63,0.95
+Research Scientist,57499,11,Bachelor's,0.17,1.22,0.18,Low,0.68,0.2,0.75,1.0,0.67,0.49,0.92,0.02,0.73,0.89
+Financial Analyst,122103,8,Master's,0.2,1.07,0.56,Medium,0.3,0.46,0.28,0.37,0.16,0.89,0.01,0.88,0.57,0.33
+Teacher,47806,22,Master's,0.51,1.0,0.08,Low,0.39,0.24,0.02,0.36,0.09,0.26,0.09,0.1,0.2,1.0
+UX Researcher,104702,10,PhD,0.64,0.64,0.67,Medium,0.09,0.96,0.61,0.0,0.89,0.52,0.26,0.77,0.93,0.48
+Teacher,37373,17,Bachelor's,0.79,1.18,0.27,Low,0.69,0.24,0.93,0.1,0.27,0.52,0.57,0.02,0.78,0.36
+Graphic Designer,98519,27,PhD,0.81,0.88,0.32,Medium,0.18,0.96,0.07,0.35,0.5,0.49,0.0,0.5,0.38,0.97
+Retail Worker,72578,15,PhD,0.35,0.92,0.8,High,0.67,0.22,0.22,0.73,0.5,0.42,0.17,0.19,0.01,0.09
+Security Guard,94280,18,Bachelor's,0.89,0.79,0.78,High,0.12,0.39,0.04,0.92,0.67,0.99,0.88,0.47,0.52,0.19
+Lawyer,43777,10,High School,0.9,0.55,0.65,Medium,0.34,0.9,0.94,0.67,0.66,0.45,0.84,0.96,0.78,0.62
+Nurse,81040,14,Master's,0.85,1.04,0.25,Low,0.51,0.06,0.38,0.44,0.14,0.1,0.54,0.09,0.3,0.74
+Chef,97313,6,PhD,0.72,1.49,0.58,Medium,0.29,0.67,0.7,0.37,0.02,0.7,0.02,0.63,0.16,0.57
+Mechanic,59092,26,Bachelor's,0.01,0.86,0.54,Medium,0.85,0.89,0.48,0.73,0.32,0.34,0.19,0.56,0.31,0.08
+UX Researcher,66613,23,Master's,0.71,0.86,0.33,Medium,0.43,0.44,0.67,0.32,0.68,0.87,0.24,0.98,0.39,0.27
+Research Scientist,40292,25,PhD,0.09,0.63,0.15,Low,0.76,0.9,0.66,0.11,0.67,0.64,0.81,0.83,0.87,0.41
+Nurse,111335,0,Master's,0.27,1.5,0.09,Low,0.01,0.15,0.78,0.45,0.45,0.96,0.92,0.31,0.21,0.85
+Research Scientist,86747,16,Master's,0.54,1.13,0.11,Low,0.8,0.63,0.5,0.06,0.92,0.62,0.19,0.61,0.68,0.53
+Chef,129318,20,Master's,0.58,1.45,0.32,Medium,0.11,0.17,0.69,0.65,0.89,0.73,0.51,0.99,0.27,0.83
+Nurse,38789,29,Bachelor's,0.65,1.23,0.21,Low,0.14,0.44,0.56,0.85,0.44,0.92,0.44,0.55,0.8,0.58
+UX Researcher,85823,16,High School,0.66,1.02,0.31,Medium,0.41,0.3,0.75,0.21,0.21,0.19,0.13,0.31,0.89,0.77
+AI Engineer,123286,17,High School,0.8,0.77,0.27,Low,0.14,0.34,0.59,0.1,0.73,0.39,0.78,0.49,0.18,0.73
+Financial Analyst,63161,23,Bachelor's,0.49,0.58,0.55,Medium,0.67,0.38,0.95,0.87,0.71,0.71,0.25,0.66,0.2,0.14
+Data Scientist,103889,10,Bachelor's,0.62,0.93,0.42,Medium,0.6,0.05,0.09,0.03,0.5,0.6,0.06,0.72,0.23,0.69
+Nurse,135584,11,PhD,0.69,1.38,0.29,Low,0.49,0.7,0.85,0.36,0.26,0.95,0.73,0.22,0.45,0.8
+Software Engineer,50968,29,High School,0.65,1.25,0.55,Medium,0.54,0.75,0.73,0.63,0.36,0.41,0.97,0.11,0.27,0.49
+Mechanic,137814,16,Master's,0.28,0.57,0.58,Medium,0.24,0.39,0.44,0.89,0.41,0.15,0.52,0.96,0.61,0.98
+Mechanic,83015,10,High School,0.04,1.16,0.41,Medium,0.56,0.28,0.35,0.92,0.21,0.87,0.03,0.09,0.85,0.63
+Data Scientist,86862,1,Bachelor's,0.21,1.04,0.59,Medium,0.63,0.47,0.96,0.68,0.91,0.73,0.74,0.08,0.36,0.86
+Nurse,115501,10,Master's,0.93,0.51,0.07,Low,0.25,0.67,0.89,0.46,0.61,0.19,0.8,0.97,0.27,0.49
+Mechanic,141768,0,Master's,0.56,1.0,0.36,Medium,0.44,0.33,0.52,0.59,0.01,0.76,0.71,0.37,0.05,0.75
+Truck Driver,53524,25,PhD,0.24,0.82,0.75,High,0.58,0.15,0.36,0.7,0.56,0.39,0.42,0.56,0.01,0.08
+Doctor,38419,16,High School,0.08,1.21,0.28,Low,0.27,0.37,0.57,0.88,0.94,0.74,0.09,0.67,0.41,0.47
+Graphic Designer,94800,4,PhD,0.19,1.29,0.48,Medium,0.3,0.38,0.85,0.75,0.27,0.12,0.25,0.92,0.58,0.53
+Lawyer,111976,22,High School,0.37,1.31,0.51,Medium,0.12,0.13,0.54,0.94,0.31,0.87,0.76,0.25,0.04,0.1
+Construction Worker,67909,8,High School,0.2,0.87,0.83,High,0.73,0.11,0.41,0.49,0.54,0.82,0.17,0.81,0.69,0.56
+AI Engineer,46934,6,Bachelor's,0.41,0.64,0.22,Low,0.52,0.64,0.34,0.91,0.59,0.09,0.45,0.76,0.79,0.49
+Financial Analyst,41586,23,Bachelor's,0.27,0.91,0.66,Medium,0.9,0.69,0.86,0.09,0.86,0.32,0.18,0.24,0.42,0.25
+Financial Analyst,77013,29,Master's,0.13,0.8,0.53,Medium,0.44,0.35,0.75,0.89,0.76,0.33,0.74,0.15,0.13,0.35
+UX Researcher,133693,3,High School,0.25,0.56,0.35,Medium,0.86,0.63,0.25,0.56,0.53,0.66,0.23,0.86,0.31,0.69
+Research Scientist,78825,21,Bachelor's,0.37,0.85,0.19,Low,0.07,0.79,0.22,0.68,0.8,0.56,0.74,0.66,0.36,0.81
+Software Engineer,131505,16,Bachelor's,0.57,1.25,0.45,Medium,0.3,0.46,0.82,0.93,0.55,0.66,0.9,0.1,0.23,0.71
+Truck Driver,90107,9,Bachelor's,0.86,0.92,0.72,High,0.44,0.23,0.29,0.77,0.08,0.83,0.43,0.6,0.09,0.34
+HR Specialist,71916,28,PhD,0.96,1.31,0.48,Medium,0.22,0.93,0.34,0.16,0.56,0.94,0.0,0.24,0.94,0.17
+Retail Worker,129794,8,Bachelor's,0.57,1.36,0.82,High,0.99,0.68,0.07,0.99,0.41,0.29,0.56,0.3,0.09,0.0
+Research Scientist,82186,8,PhD,0.18,1.42,0.17,Low,0.06,0.6,0.6,0.06,0.97,0.54,0.56,0.52,0.61,0.26
+Chef,72531,15,Bachelor's,0.51,1.31,0.32,Medium,0.6,0.81,0.16,0.02,0.31,0.59,0.14,0.43,0.55,0.6
+Construction Worker,127596,19,PhD,0.87,1.44,0.9,High,0.85,0.55,0.83,0.3,0.4,0.32,0.47,0.29,0.96,0.31
+Retail Worker,124826,16,High School,0.53,0.56,0.73,High,0.22,0.46,0.43,0.8,0.74,0.43,0.33,0.32,0.77,0.05
+Teacher,48320,10,High School,0.8,0.98,0.08,Low,0.24,0.93,0.86,0.71,0.48,0.52,0.98,0.97,0.22,0.81
+Financial Analyst,62449,9,Master's,0.12,1.46,0.42,Medium,0.85,0.39,0.32,0.94,0.36,0.39,0.11,0.67,0.29,0.59
+Security Guard,84097,24,Master's,0.72,1.25,0.83,High,0.33,0.84,0.31,0.51,0.4,0.86,0.43,0.39,0.69,0.6
+Construction Worker,64629,28,Master's,0.63,0.78,0.93,High,0.63,0.07,0.91,0.96,0.08,0.53,0.3,0.39,0.18,0.58
+Chef,38859,12,High School,0.5,0.58,0.55,Medium,0.34,0.86,0.43,0.19,0.19,0.77,0.27,0.77,0.21,0.32
+Chef,40082,29,Master's,0.94,1.43,0.38,Medium,0.36,0.15,0.51,0.46,0.9,0.93,0.38,0.49,0.9,0.81
+UX Researcher,136153,25,Master's,0.32,0.92,0.39,Medium,0.2,0.04,0.64,0.26,0.05,0.23,0.8,0.85,0.48,0.42
+Construction Worker,70612,10,Master's,0.93,1.15,0.79,High,0.76,0.67,0.53,0.1,0.81,0.87,0.17,0.85,0.88,0.55
+Software Engineer,118444,8,Master's,0.38,0.78,0.59,Medium,0.86,0.65,0.51,0.16,0.05,0.45,0.05,0.57,0.38,0.76
+Research Scientist,94204,25,Bachelor's,0.59,1.04,0.05,Low,0.07,0.29,0.88,0.15,0.71,0.97,0.79,0.24,0.91,0.09
+Doctor,39852,11,High School,0.89,1.14,0.15,Low,0.29,0.38,0.51,0.32,0.97,0.93,0.87,0.42,0.69,0.9
+Nurse,144476,29,High School,0.41,0.61,0.07,Low,0.58,0.64,0.85,0.29,0.17,0.38,0.35,0.13,0.67,0.51
+Software Engineer,128336,7,High School,0.35,0.83,0.49,Medium,0.88,0.04,0.8,0.37,0.85,0.8,0.35,0.69,0.16,0.9
+HR Specialist,77598,8,Bachelor's,0.46,1.21,0.63,Medium,0.24,0.66,0.39,0.37,0.69,0.39,0.35,0.84,0.1,0.68
+Research Scientist,60628,2,High School,0.02,0.67,0.2,Low,0.71,0.02,0.04,0.9,0.07,0.89,0.23,0.74,0.31,0.86
+Data Scientist,96188,7,High School,0.4,0.58,0.59,Medium,0.62,0.0,0.01,0.81,0.26,0.64,0.45,0.86,0.92,1.0
+Marketing Manager,42516,19,High School,0.27,1.09,0.5,Medium,0.02,0.93,0.08,0.69,0.79,0.8,0.14,0.45,0.83,0.3
+AI Engineer,54722,22,High School,0.27,0.96,0.27,Low,0.46,0.56,0.4,0.46,0.02,0.28,0.44,0.63,0.45,0.34
+Lawyer,58743,1,PhD,0.24,1.42,0.51,Medium,0.01,0.02,0.97,0.22,0.81,0.06,0.92,0.87,0.57,0.01
+Doctor,31695,19,PhD,0.43,0.98,0.21,Low,0.02,0.65,0.62,0.31,0.09,0.09,0.92,0.69,0.13,0.36
+Customer Support,93294,4,PhD,0.84,0.54,0.76,High,0.89,0.01,0.2,0.96,0.61,0.26,0.07,0.03,0.24,0.88
+Research Scientist,116310,27,High School,0.72,1.42,0.15,Low,0.19,0.52,0.91,0.8,0.07,0.69,0.57,0.91,0.12,0.53
+Nurse,60615,18,Master's,0.41,0.98,0.07,Low,0.28,0.32,0.95,0.28,0.46,0.67,0.16,0.49,0.74,0.87
+Data Scientist,64568,6,High School,0.74,1.27,0.56,Medium,0.47,0.57,0.05,0.62,0.63,0.89,0.51,0.08,0.31,0.66
+Research Scientist,34507,20,Bachelor's,0.89,0.77,0.26,Low,0.52,0.46,0.31,0.58,0.73,0.41,0.63,0.7,0.71,0.05
+Nurse,58343,26,PhD,0.46,0.76,0.11,Low,0.48,0.89,0.38,0.75,0.1,0.48,0.99,0.77,0.21,0.5
+Research Scientist,84544,3,High School,0.41,1.28,0.24,Low,0.23,0.92,0.59,0.38,0.5,0.61,0.56,0.49,0.5,0.18
+Nurse,112790,2,Master's,0.54,0.63,0.24,Low,0.93,0.95,0.37,0.14,0.52,0.11,0.93,0.18,0.25,0.41
+Chef,99918,19,Bachelor's,0.79,0.96,0.37,Medium,0.27,0.51,0.15,0.61,0.57,0.71,0.94,0.91,0.95,0.24
+Customer Support,47290,27,High School,0.3,1.4,0.94,High,0.86,0.11,0.95,0.42,0.01,0.44,0.05,0.54,0.34,0.47
+Chef,78002,21,Bachelor's,0.87,1.16,0.47,Medium,0.82,0.91,0.12,0.53,0.28,0.05,0.67,0.86,0.16,0.81
+UX Researcher,39372,24,Bachelor's,0.91,0.77,0.66,Medium,0.32,0.55,0.05,0.04,0.72,0.44,0.26,0.19,0.67,0.0
+Doctor,87911,21,Bachelor's,0.08,0.55,0.16,Low,0.45,0.9,0.13,0.12,0.15,0.03,0.07,0.66,0.43,0.76
+Teacher,87920,14,Bachelor's,0.66,0.55,0.08,Low,0.88,0.53,0.82,0.86,0.93,0.95,0.55,0.34,0.96,0.55
+Doctor,86768,24,PhD,0.64,1.09,0.27,Low,0.65,0.35,0.97,0.8,0.63,0.29,0.37,0.67,0.07,0.26
+Security Guard,43866,24,Master's,0.48,0.9,0.74,High,0.44,0.77,0.26,0.01,0.67,0.97,0.61,0.12,0.32,0.87
+Security Guard,133627,16,Bachelor's,0.61,0.9,0.75,High,0.81,0.74,0.66,0.24,0.1,0.58,0.55,0.19,0.06,0.08
+Security Guard,45700,9,Master's,0.78,1.42,0.75,High,0.96,0.14,0.51,0.83,0.35,0.42,0.13,0.12,0.62,0.68
+Research Scientist,112799,18,PhD,0.56,1.15,0.05,Low,0.16,0.98,0.08,0.68,0.18,0.72,0.71,0.23,0.27,0.65
+Software Engineer,74458,4,PhD,0.19,1.23,0.36,Medium,0.86,0.51,0.11,0.69,0.52,0.3,0.42,0.3,0.26,0.16
+Nurse,50125,19,PhD,0.25,1.18,0.22,Low,0.5,0.78,0.84,0.58,0.62,0.28,0.89,0.02,0.35,0.72
+Mechanic,78926,28,High School,0.18,1.09,0.52,Medium,0.74,0.81,0.13,0.02,0.69,0.3,0.63,0.15,0.47,0.5
+Graphic Designer,138778,3,Master's,0.51,1.0,0.43,Medium,0.07,0.09,0.43,0.36,0.52,0.3,0.69,0.86,0.3,0.19
+Retail Worker,30671,9,High School,0.62,0.94,0.75,High,0.65,0.15,0.55,0.53,0.73,0.06,0.89,0.7,0.22,0.18
+HR Specialist,114153,26,Master's,0.02,1.4,0.38,Medium,0.23,0.28,0.13,0.64,0.08,0.13,0.64,0.34,0.71,0.56
+Chef,69574,3,PhD,0.65,0.62,0.51,Medium,0.44,0.27,0.6,0.87,1.0,0.61,0.4,0.23,0.26,0.48
+HR Specialist,144616,26,Bachelor's,0.37,0.87,0.45,Medium,0.84,0.65,0.61,0.33,0.82,0.04,0.87,0.51,0.4,0.5
+Construction Worker,144313,23,PhD,0.01,1.37,0.81,High,0.34,0.14,0.44,0.5,0.4,0.68,0.42,0.96,0.6,0.81
+AI Engineer,79047,21,PhD,0.69,0.67,0.12,Low,0.21,0.6,0.5,0.87,0.95,0.4,0.51,0.97,0.28,0.79
+Retail Worker,116649,25,High School,0.68,0.75,0.92,High,0.56,0.19,0.22,0.49,0.96,0.77,0.49,0.34,0.55,0.75
+HR Specialist,131192,2,PhD,0.32,1.22,0.56,Medium,0.96,0.93,0.79,0.72,0.27,0.85,0.43,0.27,0.38,0.84
+HR Specialist,84165,10,PhD,0.46,0.99,0.31,Medium,0.2,0.83,0.83,0.29,0.87,0.77,0.42,0.75,0.96,0.46
+Financial Analyst,132488,5,Bachelor's,0.94,1.1,0.34,Medium,0.57,0.5,0.86,0.53,0.26,0.68,0.54,0.23,0.57,0.82
+Truck Driver,57757,2,High School,0.63,0.85,0.77,High,0.39,0.34,0.83,0.27,0.73,0.09,0.95,0.62,0.71,0.3
+Marketing Manager,106095,29,PhD,0.22,1.43,0.5,Medium,0.63,0.73,0.37,0.72,0.68,0.71,0.49,0.38,0.22,0.82
+Nurse,84304,0,Bachelor's,0.44,1.44,0.06,Low,0.85,1.0,0.89,0.81,0.37,0.23,0.73,0.3,0.18,0.79
+Nurse,86414,0,PhD,0.91,1.34,0.26,Low,0.77,0.88,0.81,0.6,0.3,0.89,0.84,0.47,0.04,0.64
+Data Scientist,47040,4,Bachelor's,0.97,0.94,0.64,Medium,0.57,0.16,0.69,0.51,0.65,0.89,0.44,0.9,0.75,0.49
+Data Scientist,80192,23,Bachelor's,0.33,1.48,0.57,Medium,0.04,0.33,0.62,0.06,0.02,0.45,0.33,0.44,0.26,0.16
+Financial Analyst,141359,16,Master's,0.51,0.7,0.43,Medium,0.59,0.07,0.15,0.07,0.81,0.75,0.75,0.72,0.67,0.48
+Construction Worker,52394,29,Master's,0.04,1.12,0.89,High,0.5,0.36,0.28,0.64,0.69,0.87,0.34,0.77,0.56,0.88
+Retail Worker,75482,17,PhD,0.52,1.08,0.89,High,0.96,0.07,0.05,0.94,0.53,0.61,0.48,0.09,0.77,0.75
+Truck Driver,147232,27,High School,0.31,1.34,0.72,High,0.88,0.26,0.59,0.94,0.68,0.41,0.69,0.34,0.28,1.0
+UX Researcher,147220,13,PhD,0.64,0.86,0.32,Medium,0.03,0.55,0.76,0.54,0.84,0.03,0.37,0.24,0.45,0.07
+Chef,107078,26,Bachelor's,0.7,0.64,0.56,Medium,0.05,0.41,0.18,0.11,0.57,0.93,0.05,0.42,0.71,0.46
+Chef,63979,7,Bachelor's,0.18,1.46,0.45,Medium,0.34,0.87,0.56,0.52,0.73,0.58,0.16,0.67,0.13,0.81
+Construction Worker,120290,17,High School,0.6,0.67,0.89,High,0.3,0.66,0.16,0.69,0.13,0.43,0.25,0.75,0.26,0.88
+Research Scientist,51573,17,PhD,0.2,1.11,0.07,Low,0.39,0.71,0.66,0.62,0.28,0.38,0.1,0.72,0.5,0.71
+Teacher,79984,28,High School,0.32,0.83,0.06,Low,0.34,0.8,0.9,0.52,0.46,0.03,0.88,0.01,0.94,0.49
+Graphic Designer,96770,13,Bachelor's,0.92,0.52,0.53,Medium,0.55,0.22,0.43,0.65,0.73,0.0,0.94,0.16,0.23,0.26
+Mechanic,68031,23,PhD,0.45,1.17,0.43,Medium,0.38,0.99,0.25,0.51,0.84,0.24,0.42,0.62,0.48,0.46
+Security Guard,124238,4,PhD,0.59,1.12,0.86,High,0.07,0.63,0.95,0.54,0.72,0.56,0.85,0.93,0.18,0.44
+Data Scientist,105587,24,PhD,0.41,0.63,0.63,Medium,0.04,0.53,0.66,0.21,0.91,0.84,0.47,0.41,0.24,0.73
+AI Engineer,34023,14,High School,0.84,0.73,0.27,Low,0.03,0.91,0.12,0.65,0.25,0.84,0.51,0.14,0.57,0.41
+Mechanic,72215,8,PhD,0.88,0.91,0.42,Medium,0.01,0.57,0.4,0.37,0.18,0.43,0.98,0.3,0.6,0.78
+Marketing Manager,82870,8,Master's,0.33,1.11,0.65,Medium,0.02,0.44,0.22,0.39,0.42,0.75,0.09,0.51,0.56,0.49
+Marketing Manager,32978,15,Master's,0.38,1.44,0.49,Medium,0.57,0.83,0.28,0.08,0.71,0.48,0.9,0.98,0.4,0.42
+Marketing Manager,45522,9,Master's,0.32,1.28,0.6,Medium,0.48,0.04,0.31,0.29,0.81,0.09,0.81,0.67,0.73,0.43
+Software Engineer,63414,0,High School,0.61,1.27,0.48,Medium,0.47,0.64,0.11,0.44,0.97,0.04,0.32,0.31,0.63,0.11
+Research Scientist,47140,14,Bachelor's,0.1,0.59,0.23,Low,0.32,0.98,0.04,0.45,0.11,0.35,1.0,0.89,0.05,0.56
+Research Scientist,140261,8,High School,0.21,0.65,0.28,Low,0.97,0.99,0.79,0.66,0.35,0.17,0.08,0.69,0.78,0.83
+Doctor,62975,1,Master's,0.88,1.5,0.11,Low,0.76,0.59,0.26,0.98,0.9,0.13,0.03,0.69,0.6,0.94
+AI Engineer,146004,26,PhD,0.08,0.76,0.05,Low,0.04,0.91,0.35,0.41,0.02,0.27,0.8,0.62,0.75,0.45
+Graphic Designer,57167,19,High School,0.48,0.82,0.64,Medium,0.3,0.66,0.14,0.69,0.91,0.61,0.56,0.96,0.63,0.26
+Chef,39046,24,High School,0.71,1.24,0.42,Medium,0.35,0.99,0.1,0.4,0.06,0.82,0.09,0.67,0.06,0.67
+Doctor,113184,12,High School,0.4,1.02,0.15,Low,0.3,0.8,0.27,0.72,0.21,0.25,0.34,0.59,0.45,0.75
+Data Scientist,52689,4,High School,0.01,1.28,0.63,Medium,0.06,0.61,0.38,0.79,0.87,0.85,0.78,0.27,0.81,0.53
+Truck Driver,125494,16,Master's,0.46,1.44,0.92,High,0.1,0.74,0.81,0.27,0.47,0.71,0.44,0.11,0.71,0.91
+Doctor,111214,12,Bachelor's,0.77,0.86,0.1,Low,0.64,0.33,0.86,0.12,0.43,0.4,0.94,0.15,0.01,0.24
+Construction Worker,139071,16,PhD,0.21,0.74,0.73,High,0.72,0.07,0.33,0.28,0.56,0.73,0.53,0.93,0.95,0.36
+Data Scientist,34027,8,Bachelor's,0.74,1.39,0.48,Medium,0.53,0.42,0.85,0.23,0.24,0.37,0.23,0.56,0.13,0.32
+HR Specialist,129074,19,Bachelor's,0.41,1.25,0.35,Medium,0.25,0.81,0.76,0.39,0.95,0.91,0.96,0.43,0.2,0.63
+Data Scientist,114785,13,High School,0.13,1.29,0.31,Medium,0.48,0.33,0.74,0.31,0.83,0.59,0.79,0.99,0.68,0.98
+Construction Worker,149107,24,Master's,0.34,0.61,0.77,High,0.84,0.03,0.52,0.57,0.56,0.48,0.79,0.13,0.31,0.62
+Mechanic,42380,21,PhD,0.4,1.38,0.47,Medium,0.4,0.04,0.55,0.71,0.11,0.31,0.78,0.37,0.24,0.67
+Doctor,81331,7,High School,0.9,0.61,0.23,Low,0.5,0.87,0.13,0.68,0.57,0.48,0.49,0.72,0.94,0.09
+Teacher,38245,22,Master's,0.81,0.61,0.3,Low,0.62,0.65,0.2,0.24,0.66,0.91,0.98,0.2,0.13,0.06
+UX Researcher,76766,22,PhD,0.29,0.5,0.39,Medium,0.34,0.99,0.52,0.2,0.33,0.33,0.02,0.14,0.7,0.12
+Chef,121865,16,PhD,0.35,1.26,0.53,Medium,0.69,0.57,0.68,0.0,0.93,0.11,0.41,0.77,0.44,0.95
+Teacher,133457,6,PhD,0.16,0.67,0.24,Low,0.02,0.56,0.38,0.51,0.56,0.31,0.3,0.73,0.87,0.19
+Truck Driver,131126,12,Bachelor's,0.9,0.85,0.84,High,0.36,0.13,0.59,0.53,0.2,0.45,0.8,0.59,0.1,0.55
+Construction Worker,73066,29,Master's,0.79,1.13,0.74,High,0.71,0.68,0.02,0.41,0.33,0.67,0.22,0.59,0.91,0.8
+Doctor,72875,27,Master's,0.98,0.51,0.21,Low,0.41,0.86,0.25,0.98,0.61,0.79,0.09,0.18,0.76,0.02
+Security Guard,90011,18,High School,0.01,1.16,0.79,High,0.61,0.7,0.34,0.11,0.07,0.59,0.52,0.74,0.51,0.42
+Software Engineer,98232,12,PhD,0.03,0.84,0.69,Medium,0.87,0.33,0.59,0.85,0.44,0.02,0.07,0.51,0.97,0.69
+Chef,132491,23,Master's,0.19,1.27,0.64,Medium,0.62,0.64,0.03,0.83,0.79,0.26,0.71,0.21,0.04,0.2
+Data Scientist,70741,18,High School,0.34,0.92,0.5,Medium,0.48,0.27,0.03,0.61,0.4,0.3,0.87,0.75,0.86,0.49
+Truck Driver,76566,24,High School,0.7,0.71,0.81,High,0.07,0.83,0.13,0.9,0.86,0.46,0.74,0.62,0.8,0.43
+AI Engineer,78817,28,High School,0.46,1.44,0.17,Low,0.46,0.79,0.82,0.55,0.18,0.47,0.97,0.75,0.81,0.03
+Software Engineer,137334,1,Master's,0.65,1.33,0.32,Medium,0.85,0.55,0.2,0.32,0.28,0.53,0.05,0.16,0.81,0.13
+Financial Analyst,30591,5,Master's,0.63,1.2,0.56,Medium,0.97,0.86,0.45,0.06,0.48,0.69,0.61,0.54,0.47,0.29
+Retail Worker,42938,26,Bachelor's,0.5,0.66,0.79,High,0.32,0.59,0.07,0.83,0.56,0.67,0.7,0.29,0.47,0.96
+Construction Worker,82076,5,Master's,0.97,1.25,0.74,High,0.06,0.58,0.36,0.28,0.81,0.37,0.32,0.85,0.85,0.36
+Nurse,71628,19,PhD,0.85,0.92,0.07,Low,0.0,0.52,0.34,1.0,0.77,0.76,0.96,0.89,0.32,0.17
+Truck Driver,82136,2,Master's,0.38,0.97,0.86,High,0.91,0.42,0.78,0.27,0.7,0.0,0.87,0.03,0.71,0.05
+Marketing Manager,74440,7,PhD,0.5,0.92,0.38,Medium,0.33,0.73,0.67,0.07,0.75,0.05,0.54,0.26,0.59,0.26
+Doctor,43453,7,PhD,0.31,0.74,0.12,Low,0.9,0.64,0.73,0.92,0.91,0.74,0.2,0.84,0.2,0.74
+Chef,140252,7,Master's,0.27,1.3,0.7,Medium,0.25,0.44,0.52,0.29,0.02,0.22,0.28,0.44,0.17,0.87
+Financial Analyst,99212,29,High School,0.09,1.15,0.56,Medium,0.96,0.0,0.25,0.93,0.93,0.72,0.77,0.09,0.51,0.23
+Graphic Designer,50043,3,Master's,0.81,0.64,0.49,Medium,0.94,0.19,0.98,0.99,0.56,0.17,0.32,0.42,0.31,0.28
+Financial Analyst,33017,21,Master's,0.15,1.23,0.3,Low,0.6,0.92,0.29,0.19,0.65,0.71,0.69,0.32,0.25,0.96
+Teacher,118913,2,Master's,0.46,1.35,0.16,Low,0.42,0.16,0.43,0.54,0.02,0.44,0.78,0.68,0.64,0.91
+Customer Support,144420,2,Master's,0.56,1.29,0.84,High,0.32,0.14,0.89,0.47,0.88,0.59,0.67,0.8,0.66,0.4
+Customer Support,126805,15,Bachelor's,0.8,0.87,0.8,High,0.1,0.91,0.09,0.65,0.41,0.41,0.68,0.07,0.59,0.77
+Chef,144780,8,Bachelor's,0.17,1.4,0.56,Medium,0.88,0.49,0.54,0.92,0.9,0.45,0.27,0.39,0.39,0.29
+Chef,137009,13,Bachelor's,0.86,0.57,0.57,Medium,0.17,0.34,0.06,0.27,0.77,0.89,0.22,0.46,0.47,0.87
+AI Engineer,82328,8,Bachelor's,0.51,1.17,0.26,Low,0.01,0.4,0.91,0.74,0.54,0.53,0.35,0.52,0.66,0.42
+Software Engineer,78542,25,Master's,0.86,0.65,0.48,Medium,0.41,0.69,0.25,0.64,0.88,0.42,0.91,0.99,0.11,0.23
+UX Researcher,35703,5,PhD,0.96,0.6,0.31,Medium,0.16,1.0,0.18,0.5,0.85,0.02,0.6,0.28,0.86,0.28
+Data Scientist,110146,21,PhD,0.67,0.72,0.31,Medium,0.41,0.29,0.81,0.8,0.46,0.61,0.6,0.83,0.43,0.28
+Software Engineer,117052,8,PhD,0.54,0.95,0.48,Medium,0.09,0.72,0.21,0.2,0.41,0.23,0.58,0.37,0.45,0.54
+Teacher,89254,25,PhD,0.16,1.38,0.16,Low,0.41,0.04,0.5,0.55,0.56,0.71,0.18,0.25,0.81,0.95
+Mechanic,62009,14,PhD,0.5,0.71,0.32,Medium,0.33,0.14,0.71,0.53,0.14,0.01,0.81,0.18,0.61,0.34
+HR Specialist,56651,18,Bachelor's,0.32,0.59,0.39,Medium,0.19,0.43,0.66,0.26,0.01,0.52,0.61,0.96,0.59,0.47
+Graphic Designer,59410,16,PhD,0.93,1.33,0.43,Medium,0.24,0.26,0.5,0.74,0.5,0.07,0.72,0.81,0.29,0.66
+Nurse,103844,2,Master's,0.89,1.35,0.18,Low,0.69,0.88,0.5,0.31,0.75,0.22,0.39,0.87,0.72,0.4
+Retail Worker,128035,23,Master's,0.36,0.78,0.74,High,0.74,0.25,0.45,0.39,0.98,0.39,0.08,0.09,0.59,0.6
+Truck Driver,147270,13,Bachelor's,0.43,0.55,0.83,High,0.5,0.15,0.1,0.12,0.1,0.61,0.2,0.25,0.17,0.96
+Nurse,43769,2,Bachelor's,0.23,0.83,0.1,Low,0.49,0.02,0.67,0.52,0.9,0.16,0.8,0.79,0.13,0.4
+Financial Analyst,103616,14,Bachelor's,0.25,0.76,0.52,Medium,0.41,0.95,0.13,0.97,0.23,0.77,0.34,0.14,0.86,0.31
+Construction Worker,79004,28,Master's,0.57,0.97,0.82,High,0.73,0.09,0.67,0.9,0.06,0.14,0.72,0.44,0.4,0.14
+Graphic Designer,140190,17,Master's,0.13,0.98,0.61,Medium,0.26,0.48,0.99,0.69,0.84,0.41,0.77,0.04,0.12,0.2
+Truck Driver,51071,6,PhD,0.85,0.85,0.86,High,0.71,0.59,0.36,0.58,0.34,0.08,0.99,0.13,0.07,0.88
+Marketing Manager,97913,15,High School,0.65,0.83,0.46,Medium,0.26,0.34,0.41,0.72,0.51,0.94,0.04,0.5,0.58,0.92
+Lawyer,138336,8,Bachelor's,0.57,1.35,0.4,Medium,0.88,0.02,0.73,0.93,0.66,0.44,0.04,0.92,0.47,0.03
+Doctor,37432,23,High School,0.48,0.62,0.1,Low,0.06,0.57,0.62,0.51,0.82,0.86,0.62,0.01,0.7,0.42
+Lawyer,54578,27,High School,0.65,0.85,0.67,Medium,0.13,0.67,0.0,0.92,0.11,0.09,0.33,0.37,0.21,0.59
+Financial Analyst,83609,24,High School,0.03,0.82,0.62,Medium,0.69,0.72,0.7,0.31,0.1,0.27,0.83,0.98,0.49,0.01
+Software Engineer,51182,8,High School,0.05,1.44,0.51,Medium,0.33,0.16,0.34,0.02,0.36,0.53,0.87,0.69,0.11,0.15
+UX Researcher,127841,1,PhD,0.2,0.53,0.62,Medium,0.02,0.83,0.14,0.97,0.6,0.73,0.11,0.86,0.84,0.65
+Research Scientist,101160,5,High School,0.72,0.51,0.2,Low,0.85,0.36,0.11,0.42,0.73,0.11,0.21,0.15,0.8,0.06
+Marketing Manager,38711,7,Bachelor's,0.37,1.26,0.69,Medium,0.11,0.31,0.81,0.27,0.22,0.83,0.99,0.56,0.28,0.4
+Graphic Designer,138886,23,Master's,0.76,1.27,0.65,Medium,0.03,0.56,0.21,0.34,0.78,0.19,0.64,0.65,0.95,0.78
+Research Scientist,97696,20,High School,0.53,0.69,0.16,Low,0.55,0.68,0.61,0.39,0.27,0.17,0.69,0.65,0.69,0.37
+Truck Driver,105948,10,High School,0.76,1.27,0.81,High,0.61,0.37,0.7,0.84,0.69,0.51,0.46,0.64,0.68,0.56
+Lawyer,44235,15,PhD,0.1,1.45,0.62,Medium,0.37,0.56,0.05,0.04,0.25,0.69,0.85,0.56,0.53,0.4
+Truck Driver,61688,26,High School,0.12,1.26,0.93,High,0.46,0.66,0.91,0.09,0.77,0.62,0.6,0.29,0.68,0.79
+Security Guard,47883,22,High School,0.53,0.6,0.92,High,0.51,0.81,0.37,0.13,0.04,0.28,0.24,0.56,0.02,0.52
+Customer Support,105569,15,PhD,0.58,1.2,0.86,High,0.98,0.14,0.43,0.42,0.42,0.66,0.49,0.52,0.43,0.99
+Software Engineer,73271,9,Bachelor's,0.31,0.61,0.64,Medium,1.0,0.29,0.36,0.94,0.71,0.3,0.58,0.94,0.81,0.74
+Teacher,147327,15,Bachelor's,0.18,1.32,0.12,Low,0.93,0.36,0.86,0.27,0.51,0.11,0.66,0.84,0.72,0.52
+Security Guard,76798,0,Master's,0.2,0.84,0.82,High,0.33,0.75,0.33,0.14,0.4,0.98,0.23,0.61,0.43,0.07
+Doctor,127077,9,Master's,0.7,1.01,0.27,Low,0.29,0.09,0.94,0.38,0.58,0.79,0.32,0.72,0.14,0.29
+Construction Worker,145088,12,Master's,0.81,0.72,0.88,High,0.94,0.53,0.54,0.46,0.33,0.48,0.6,0.99,0.94,0.86
+Data Scientist,33841,28,High School,0.47,1.16,0.66,Medium,0.39,0.96,0.42,0.6,0.71,0.95,0.24,0.75,0.52,0.27
+Data Scientist,141789,27,Bachelor's,0.55,1.16,0.43,Medium,0.48,0.62,0.4,0.2,0.96,0.51,0.73,0.41,0.36,0.41
+Teacher,102828,1,Bachelor's,0.54,1.04,0.17,Low,0.13,0.5,0.17,0.13,0.93,0.6,0.66,0.4,0.91,0.64
+UX Researcher,50754,13,High School,0.37,1.46,0.63,Medium,0.85,0.17,0.27,0.29,0.27,0.86,0.03,0.08,0.27,0.2
+Construction Worker,105481,14,High School,0.8,1.06,0.7,Medium,0.43,0.41,0.11,0.68,0.7,0.72,0.73,0.0,0.95,0.81
+UX Researcher,118110,3,Master's,0.02,1.43,0.62,Medium,0.84,0.09,0.74,0.96,0.68,0.57,0.95,0.44,0.6,0.48
+Mechanic,96178,16,High School,0.08,1.0,0.57,Medium,0.79,0.58,0.91,0.94,0.06,0.4,0.02,0.33,0.54,0.91
+HR Specialist,146903,21,PhD,0.13,0.59,0.54,Medium,0.53,0.27,0.9,0.93,0.4,0.89,0.38,0.74,0.48,0.12
+Chef,101835,22,Master's,0.45,1.23,0.45,Medium,0.02,0.1,0.5,0.69,0.33,0.7,0.7,0.7,0.49,0.91
+UX Researcher,144300,13,PhD,0.27,1.03,0.63,Medium,0.4,0.72,0.88,0.22,0.81,0.76,0.36,0.99,0.26,0.25
+Doctor,80908,14,High School,0.43,0.83,0.09,Low,0.77,0.79,0.57,0.96,0.32,0.22,0.68,0.76,0.22,0.08
+HR Specialist,30567,8,Bachelor's,0.98,1.14,0.41,Medium,1.0,0.89,0.51,0.83,0.82,0.93,0.84,0.64,0.61,0.47
+Truck Driver,119342,3,High School,0.8,1.47,0.82,High,0.57,0.44,0.67,0.63,0.02,0.54,0.09,0.03,0.79,0.26
+Customer Support,106762,7,Bachelor's,0.06,0.68,0.89,High,0.49,0.88,0.4,0.27,0.35,0.71,0.56,0.9,0.6,0.49
+Marketing Manager,101486,16,PhD,0.95,0.86,0.4,Medium,0.62,0.5,0.99,0.46,0.07,0.98,0.84,0.18,0.9,0.34
+Mechanic,56926,15,Master's,0.91,1.03,0.36,Medium,0.37,0.72,0.17,0.59,0.7,0.34,0.69,0.88,0.47,0.38
+Research Scientist,64986,26,PhD,0.75,1.36,0.21,Low,0.86,0.11,0.35,0.88,0.2,0.08,0.79,0.84,0.16,0.85
+Financial Analyst,30944,9,High School,0.52,1.33,0.47,Medium,0.19,0.28,0.51,0.53,0.81,0.79,0.58,0.78,0.19,0.05
+HR Specialist,60540,11,Master's,0.08,0.75,0.58,Medium,0.41,0.88,0.3,0.01,0.3,0.58,0.38,0.53,0.88,0.91
+Data Scientist,87410,12,Bachelor's,0.46,1.05,0.68,Medium,1.0,0.24,0.73,0.38,0.01,0.01,0.46,0.49,0.02,0.69
+Data Scientist,148362,2,Master's,0.56,0.8,0.37,Medium,0.41,0.23,0.53,0.2,0.51,0.16,0.67,0.75,0.11,0.47
+Software Engineer,72460,12,Master's,0.6,0.76,0.51,Medium,0.52,0.92,0.55,0.58,0.4,0.95,0.78,0.29,0.84,0.43
+Chef,130257,4,Master's,0.82,0.69,0.58,Medium,0.29,0.3,0.3,0.73,0.23,0.0,0.72,0.17,0.1,0.24
+Truck Driver,106054,29,High School,0.48,0.54,0.94,High,0.72,0.32,0.32,0.45,0.63,0.15,0.19,0.86,0.26,0.38
+Teacher,139588,26,PhD,0.66,0.84,0.22,Low,0.02,0.74,0.49,0.81,0.95,0.93,0.91,0.51,0.36,0.47
+HR Specialist,97143,15,Bachelor's,0.88,0.71,0.67,Medium,0.82,0.98,0.88,0.28,0.11,0.11,0.29,0.61,0.8,0.9
+Mechanic,49798,14,PhD,0.01,0.69,0.34,Medium,0.36,0.5,0.04,0.35,0.18,0.65,0.46,0.5,0.43,0.96
+Doctor,87748,7,PhD,0.52,1.24,0.19,Low,0.93,0.38,0.46,0.09,0.61,0.29,0.16,0.54,0.53,0.08
+Retail Worker,46254,16,High School,0.62,0.69,0.82,High,0.72,0.53,0.4,0.32,0.61,0.94,0.67,0.07,0.46,0.89
+Chef,75211,1,Bachelor's,0.99,1.45,0.33,Medium,0.93,0.36,0.84,0.42,0.44,0.63,0.77,0.03,0.59,0.19
+HR Specialist,39695,6,PhD,0.35,0.97,0.43,Medium,0.11,0.15,0.03,0.47,0.95,0.12,0.95,0.73,0.64,0.65
+Mechanic,57740,0,Bachelor's,0.11,1.0,0.58,Medium,0.59,0.83,0.07,0.69,0.53,0.38,0.34,0.62,0.89,0.5
+Security Guard,99306,14,Bachelor's,0.4,0.6,0.72,High,0.05,0.38,0.34,0.72,0.74,0.05,0.22,0.27,0.55,0.14
+UX Researcher,54524,17,High School,0.42,0.57,0.5,Medium,0.46,0.77,0.66,0.45,0.22,0.73,0.71,0.15,0.91,0.06
+UX Researcher,92345,23,Bachelor's,0.19,1.41,0.51,Medium,0.79,0.23,0.49,0.36,0.83,0.02,0.24,0.15,0.86,0.47
+Teacher,93220,27,Master's,0.45,1.47,0.26,Low,0.71,0.29,0.17,0.92,0.42,0.28,0.47,0.92,0.39,0.56
+Lawyer,108610,13,Master's,0.43,0.73,0.7,Medium,0.96,0.84,0.69,0.29,0.91,0.28,0.8,0.92,0.6,0.8
+Financial Analyst,64722,23,Bachelor's,0.19,1.17,0.34,Medium,0.51,0.16,0.42,0.83,0.99,0.32,0.53,0.51,0.95,0.48
+Security Guard,70910,20,PhD,0.92,0.87,0.93,High,0.92,0.93,0.27,0.4,0.87,0.36,0.6,0.12,0.06,0.41
+AI Engineer,138347,21,Bachelor's,0.78,0.96,0.22,Low,0.39,0.16,0.4,0.58,0.95,0.07,0.51,0.33,0.51,0.02
+Marketing Manager,58152,13,Master's,0.82,1.05,0.48,Medium,0.29,0.3,0.38,0.84,0.97,0.44,0.39,0.85,0.43,0.55
+Lawyer,95063,3,PhD,0.74,1.03,0.62,Medium,0.78,0.22,0.72,0.8,0.35,0.17,0.0,0.45,0.35,0.55
+Retail Worker,125761,21,PhD,0.86,0.76,0.76,High,0.48,0.5,0.22,0.27,0.17,0.72,0.77,0.46,0.71,0.74
+Graphic Designer,31645,4,High School,0.97,1.32,0.38,Medium,0.19,0.13,0.14,0.75,0.47,0.78,0.75,0.6,0.69,0.02
+Customer Support,73262,2,PhD,0.64,0.51,0.71,High,0.85,0.68,0.27,0.69,0.79,0.31,0.04,0.93,0.35,0.11
+Retail Worker,51730,25,High School,0.77,0.72,0.77,High,0.24,0.99,0.2,0.58,0.93,0.15,0.97,0.95,0.88,0.21
+Security Guard,123878,5,Bachelor's,0.76,0.77,0.82,High,0.82,0.27,0.19,0.68,0.53,0.51,0.26,0.03,0.41,0.11
+Software Engineer,89300,11,High School,0.04,0.93,0.32,Medium,0.1,0.66,0.65,0.03,0.0,0.08,0.76,0.58,0.04,0.49
+Data Scientist,131971,5,Bachelor's,0.87,1.43,0.43,Medium,0.14,0.24,0.78,0.97,0.47,0.31,0.43,0.3,0.26,0.59
+HR Specialist,113441,10,Bachelor's,0.26,1.16,0.31,Medium,0.08,0.29,0.88,0.76,0.02,0.5,0.27,0.65,0.72,0.86
+Customer Support,87589,15,Bachelor's,0.99,1.48,0.92,High,0.57,0.4,0.36,0.01,0.25,0.72,0.6,0.92,0.05,0.16
+Graphic Designer,113446,8,High School,0.73,1.31,0.64,Medium,0.99,0.29,0.71,0.12,0.41,0.85,0.37,0.59,0.5,0.65
+Retail Worker,135301,25,Master's,0.06,1.07,0.92,High,0.48,0.08,0.56,0.33,0.15,0.85,0.52,0.93,0.81,0.69
+Lawyer,118552,4,Master's,0.43,0.7,0.66,Medium,0.17,0.29,0.52,0.26,0.21,0.6,0.09,0.06,0.37,0.72
+Marketing Manager,148977,29,PhD,0.42,1.07,0.45,Medium,0.94,0.05,0.67,0.89,0.8,0.18,0.3,0.72,0.08,0.81
+UX Researcher,48715,17,Master's,0.73,0.6,0.59,Medium,0.68,0.83,0.04,0.02,0.37,0.15,0.56,0.92,0.39,0.84
+HR Specialist,147045,19,PhD,0.17,0.53,0.43,Medium,0.91,0.1,0.61,0.45,0.94,0.12,0.21,0.03,0.43,0.28
+Software Engineer,40196,16,High School,0.6,1.11,0.51,Medium,0.09,0.45,1.0,0.84,0.89,0.82,0.1,0.23,0.0,0.3
+Truck Driver,141054,25,PhD,0.47,1.18,0.92,High,0.75,0.94,0.05,0.01,0.66,0.29,0.25,0.33,0.27,0.51
+Customer Support,132785,24,PhD,0.51,1.17,0.8,High,0.25,0.17,0.35,0.74,0.76,0.67,0.23,0.59,0.57,0.48
+UX Researcher,123249,23,Master's,0.49,1.07,0.59,Medium,0.11,0.75,0.14,0.07,0.98,0.96,0.06,0.44,0.19,0.49
+Research Scientist,62500,21,Bachelor's,0.95,1.13,0.14,Low,0.6,0.31,0.91,0.87,0.56,0.32,0.29,0.03,0.82,0.45
+Customer Support,136128,9,Bachelor's,0.49,1.41,0.91,High,0.15,0.71,0.44,0.25,0.69,0.74,0.18,0.91,0.75,0.93
+AI Engineer,142109,8,Bachelor's,0.94,0.87,0.06,Low,0.76,0.7,0.6,0.49,0.03,0.62,0.42,0.56,0.43,0.97
+UX Researcher,87737,25,Master's,0.75,1.44,0.54,Medium,0.01,0.03,0.7,0.28,0.58,0.2,0.27,0.5,0.98,0.62
+Teacher,121903,0,Master's,0.96,0.71,0.13,Low,0.77,0.87,0.52,0.99,0.01,0.3,0.62,0.47,0.12,0.37
+AI Engineer,141654,27,High School,0.64,1.39,0.27,Low,0.7,0.47,0.51,0.14,0.34,0.19,0.82,0.91,0.54,0.73
+UX Researcher,50662,20,High School,0.61,1.2,0.48,Medium,0.24,0.88,0.74,0.9,0.82,0.99,0.19,0.09,0.34,0.13
+Software Engineer,116755,1,Bachelor's,0.44,0.56,0.69,Medium,0.59,0.56,0.66,0.5,0.03,0.61,0.72,0.42,0.76,0.23
+Data Scientist,133719,6,High School,0.16,0.87,0.64,Medium,0.83,0.38,0.59,0.72,0.24,0.17,0.97,0.62,0.98,0.34
+HR Specialist,127427,21,Bachelor's,0.34,1.04,0.57,Medium,0.63,0.46,0.56,0.28,0.02,0.63,0.25,0.67,0.75,0.92
+Chef,130628,7,PhD,0.01,1.49,0.57,Medium,0.64,0.02,0.86,0.15,0.84,0.02,0.65,0.43,0.2,0.11
+Teacher,43686,3,High School,0.12,0.99,0.21,Low,0.83,0.68,0.07,0.31,0.29,0.92,0.87,0.37,0.07,0.89
+Research Scientist,57313,26,PhD,0.85,1.35,0.17,Low,0.18,0.48,0.49,0.49,0.54,0.26,0.37,0.43,0.13,0.46
+UX Researcher,91404,6,Master's,0.83,0.91,0.51,Medium,0.03,0.67,0.4,0.45,0.87,0.46,0.02,0.23,0.48,0.42
+Financial Analyst,109794,20,Bachelor's,0.54,1.19,0.49,Medium,0.44,0.45,0.41,0.54,0.25,0.89,0.33,0.15,0.1,0.01
+HR Specialist,49416,8,PhD,0.19,0.52,0.51,Medium,0.68,0.09,0.46,0.74,0.99,0.67,0.24,0.72,0.6,0.21
+Nurse,56162,9,High School,0.43,1.46,0.23,Low,0.64,0.73,0.48,0.51,0.85,0.68,0.9,0.89,0.98,0.7
+Customer Support,85420,4,Bachelor's,0.17,1.21,0.77,High,0.28,0.24,0.88,0.87,0.63,0.47,0.67,0.61,0.42,0.38
+Financial Analyst,82948,4,Bachelor's,0.59,1.15,0.48,Medium,0.97,0.08,0.35,0.42,0.02,0.36,0.27,0.51,0.34,0.73
+Nurse,91336,8,PhD,0.16,1.29,0.3,Low,0.02,0.7,0.25,0.04,0.4,0.94,0.01,0.59,0.5,0.87
+HR Specialist,104474,16,Master's,0.68,1.18,0.57,Medium,0.94,0.82,0.04,0.47,0.4,0.31,0.45,0.38,0.43,0.98
+Customer Support,72628,8,Master's,0.92,0.98,0.86,High,0.83,0.36,0.43,0.41,0.37,0.93,0.83,0.11,0.11,0.43
+Research Scientist,135494,19,High School,0.62,0.64,0.18,Low,0.01,0.32,0.68,0.48,0.98,0.87,0.36,0.05,0.85,0.91
+Mechanic,71751,2,High School,0.37,0.58,0.59,Medium,0.0,0.05,0.0,0.65,0.42,0.3,0.91,0.19,0.39,0.94
+Truck Driver,86087,1,High School,0.55,0.58,0.9,High,0.42,0.8,0.25,0.42,0.79,0.97,0.06,0.81,0.3,0.55
+Nurse,127425,29,High School,0.61,0.85,0.13,Low,0.04,0.15,0.92,1.0,0.78,0.29,0.4,0.74,0.97,0.46
+Data Scientist,133587,16,Bachelor's,0.43,0.99,0.67,Medium,0.52,0.49,0.58,0.69,0.11,0.82,0.44,0.07,0.79,0.38
+Security Guard,140373,5,Master's,0.63,1.38,0.92,High,0.96,0.87,0.0,0.38,0.82,0.37,0.6,0.61,0.37,0.9
+AI Engineer,133080,14,Bachelor's,0.13,1.09,0.21,Low,0.05,0.24,0.8,0.05,0.86,0.66,0.43,0.35,0.02,0.83
+Chef,123012,20,PhD,0.31,1.07,0.4,Medium,0.5,0.81,0.47,0.95,0.85,0.33,0.4,0.42,0.63,0.29
+Financial Analyst,76629,11,Master's,0.61,0.9,0.56,Medium,0.4,0.82,0.57,0.04,0.18,0.86,0.56,0.95,0.07,0.3
+Financial Analyst,33811,3,PhD,0.55,0.88,0.36,Medium,0.64,0.54,0.27,0.48,0.75,0.21,0.29,0.35,0.75,0.85
+Teacher,95283,4,High School,0.3,1.39,0.3,Low,0.67,0.99,0.66,0.73,0.39,0.43,0.14,0.82,0.93,0.62
+Nurse,113205,1,High School,0.15,0.77,0.11,Low,0.61,0.95,0.05,0.0,0.6,0.28,0.88,0.33,0.29,0.27
+HR Specialist,100453,28,Bachelor's,0.58,0.67,0.47,Medium,0.46,0.02,0.02,0.52,0.7,0.94,0.18,0.1,0.05,0.44
+Nurse,68397,14,Master's,0.84,1.18,0.1,Low,0.46,0.91,0.33,0.5,0.96,0.73,0.75,0.25,0.41,0.08
+Lawyer,113824,10,Bachelor's,0.1,1.34,0.63,Medium,0.53,0.14,0.03,0.8,0.6,0.71,0.3,0.51,0.75,0.46
+Data Scientist,50758,26,Bachelor's,0.79,0.72,0.33,Medium,0.53,0.06,0.77,0.72,0.88,0.64,0.07,0.25,0.81,0.17
+Mechanic,135900,8,Master's,0.78,0.83,0.43,Medium,0.56,0.86,0.22,0.94,0.6,0.99,0.09,0.13,0.83,0.86
+AI Engineer,133613,11,PhD,0.71,1.37,0.06,Low,0.57,0.85,0.4,0.3,0.8,0.34,0.0,0.96,0.59,0.82
+HR Specialist,93115,10,High School,0.07,0.67,0.42,Medium,0.32,0.66,0.62,0.49,0.21,0.38,0.54,0.47,0.13,0.65
+Research Scientist,129683,11,Master's,0.38,1.21,0.06,Low,0.57,0.33,0.01,0.19,0.94,0.52,1.0,0.52,0.54,0.39
+Marketing Manager,83013,15,Bachelor's,0.25,0.84,0.48,Medium,0.19,0.22,0.27,0.45,0.65,0.86,0.29,0.18,0.38,0.89
+Teacher,45233,16,High School,0.68,0.98,0.09,Low,0.32,0.22,0.88,0.48,0.56,0.59,0.64,0.5,0.02,0.33
+Nurse,50765,19,PhD,0.68,0.56,0.19,Low,0.21,0.95,0.34,0.33,0.92,0.42,0.96,0.02,0.31,0.67
+Retail Worker,108766,18,Bachelor's,0.14,0.85,0.8,High,0.51,0.93,0.87,0.13,0.17,0.36,0.29,0.61,0.9,0.96
+Truck Driver,64297,16,High School,0.84,1.03,0.75,High,0.52,0.56,0.74,0.22,0.37,0.36,0.96,0.44,0.76,0.75
+HR Specialist,76126,10,High School,0.57,1.39,0.49,Medium,0.95,0.21,0.07,0.89,0.85,0.99,0.68,0.94,0.83,0.84
+Teacher,112694,27,Master's,0.38,1.43,0.16,Low,0.54,0.45,0.56,0.47,0.05,0.88,0.44,0.59,0.14,0.0
+Doctor,117287,21,High School,0.7,0.6,0.28,Low,0.22,0.2,0.18,0.01,0.77,0.88,0.61,0.19,0.29,0.48
+Nurse,31082,12,Bachelor's,0.25,1.23,0.16,Low,0.3,0.46,0.07,0.8,0.24,0.73,0.07,0.96,0.19,0.88
+Security Guard,137252,23,Bachelor's,0.97,0.98,0.88,High,0.37,0.18,0.44,0.17,0.98,0.1,0.59,0.63,0.54,0.66
+Financial Analyst,31511,17,Bachelor's,0.56,0.79,0.68,Medium,0.76,0.97,0.04,0.29,0.2,0.01,0.24,0.68,0.23,0.51
+Truck Driver,33145,9,Master's,0.69,0.89,0.79,High,0.46,0.18,0.63,0.36,0.85,0.76,0.61,0.36,0.21,0.78
+Software Engineer,115642,19,PhD,0.22,0.7,0.37,Medium,0.78,0.23,0.53,0.45,0.58,0.88,0.87,0.45,0.02,0.43
+Doctor,128303,9,Bachelor's,0.56,1.15,0.09,Low,0.65,0.18,0.75,0.34,0.71,0.05,0.41,0.71,0.23,0.8
+Construction Worker,81142,16,Bachelor's,0.59,0.85,0.82,High,0.6,0.47,0.7,0.43,0.2,0.21,0.01,0.3,0.75,0.79
+Research Scientist,89817,13,PhD,0.96,1.0,0.28,Low,0.71,0.72,0.09,0.22,0.01,0.72,0.34,0.79,0.34,0.82
+Lawyer,124410,0,Master's,0.17,0.84,0.46,Medium,0.35,0.76,0.1,0.35,0.84,0.07,0.94,0.99,0.09,0.29
+Chef,138139,15,Bachelor's,0.78,1.1,0.56,Medium,0.76,0.12,0.83,0.71,0.58,0.89,0.7,0.2,0.43,0.49
+Research Scientist,78657,18,PhD,0.95,0.63,0.22,Low,0.51,0.03,0.92,0.85,0.52,0.23,0.12,0.36,0.26,0.51
+Truck Driver,69309,8,PhD,0.57,1.39,0.86,High,0.48,0.85,0.47,0.87,0.29,0.13,0.86,0.59,0.89,0.94
+UX Researcher,68669,17,Master's,0.49,1.36,0.34,Medium,0.45,0.29,0.1,0.76,0.51,0.56,0.41,0.46,0.12,0.67
+Truck Driver,87033,27,PhD,0.82,0.7,0.75,High,0.65,0.85,0.47,0.73,1.0,0.99,0.74,0.74,0.25,0.83
+Teacher,80658,5,PhD,0.96,0.58,0.16,Low,0.56,0.41,0.21,0.59,0.76,0.64,0.23,0.73,0.26,0.18
+Software Engineer,136081,29,High School,0.84,0.98,0.51,Medium,0.3,0.49,0.13,0.96,0.8,0.67,0.54,0.79,0.49,0.3
+Software Engineer,48728,11,Bachelor's,0.65,1.43,0.36,Medium,0.18,0.43,0.81,0.29,0.25,0.62,0.54,0.06,0.08,0.64
+HR Specialist,52286,15,High School,0.97,1.18,0.3,Low,0.48,0.41,0.11,0.92,0.81,0.23,0.26,0.03,0.3,0.58
+Financial Analyst,55727,28,PhD,0.19,1.4,0.38,Medium,0.03,0.02,0.62,0.66,0.31,0.32,0.34,0.68,0.06,0.93
+Marketing Manager,104638,10,Master's,1.0,0.67,0.61,Medium,0.22,0.08,0.87,0.86,0.4,0.7,0.56,0.85,0.32,0.52
+Data Scientist,119363,1,PhD,0.35,1.39,0.37,Medium,0.15,0.58,0.66,0.19,0.39,0.95,0.25,0.67,0.74,0.45
+Construction Worker,141597,26,Bachelor's,0.74,0.96,0.84,High,0.69,0.59,0.88,0.36,0.3,0.21,0.04,0.04,0.87,0.68
+Marketing Manager,72756,18,PhD,0.61,1.35,0.49,Medium,0.87,0.36,0.93,0.7,0.26,0.56,0.53,0.14,0.59,0.31
+Research Scientist,77774,10,High School,0.95,1.14,0.27,Low,0.68,0.36,0.51,0.68,0.96,0.25,0.87,0.92,0.67,0.93
+Retail Worker,119865,12,Master's,0.95,1.2,0.71,High,0.91,0.48,0.46,0.57,0.15,0.47,0.83,0.02,0.27,0.0
+AI Engineer,33692,25,High School,0.73,1.3,0.29,Low,0.61,0.25,0.92,0.78,0.57,0.7,0.92,0.71,0.37,0.71
+Research Scientist,139419,4,PhD,0.39,0.91,0.09,Low,0.02,0.13,0.65,0.8,0.99,0.35,0.6,0.94,0.17,0.72
+Truck Driver,48782,6,Bachelor's,0.09,1.36,0.9,High,0.03,0.09,0.05,0.33,0.51,0.53,0.27,0.91,0.37,0.05
+Retail Worker,140349,14,Master's,0.53,0.91,0.77,High,0.13,0.82,1.0,0.33,0.38,0.62,0.72,0.39,0.9,0.56
+Software Engineer,80075,22,Bachelor's,0.65,1.45,0.62,Medium,0.04,0.33,0.47,0.31,0.7,0.83,0.73,0.99,0.27,0.87
+Mechanic,120629,22,Bachelor's,0.36,1.23,0.34,Medium,0.79,0.53,0.29,0.66,0.64,0.21,0.03,0.43,0.57,0.88
+AI Engineer,135899,24,Bachelor's,0.53,1.25,0.16,Low,0.75,0.2,0.37,0.63,0.02,0.72,0.84,0.4,0.45,0.85
+Marketing Manager,115333,1,Master's,0.29,0.82,0.57,Medium,0.56,0.16,0.31,0.9,0.69,0.99,0.77,0.94,0.22,0.77
+Mechanic,93908,22,Master's,0.67,0.97,0.44,Medium,0.86,0.85,0.02,0.61,0.37,0.42,0.83,0.31,0.94,0.18
+Retail Worker,41564,3,Master's,0.67,0.75,0.78,High,0.83,0.76,0.33,0.53,0.06,0.21,0.49,0.09,0.84,0.72
+Truck Driver,144507,9,High School,0.56,1.09,0.79,High,0.28,0.27,0.17,0.33,0.2,0.63,0.57,0.38,0.33,0.24
+Graphic Designer,147679,29,Master's,0.92,1.19,0.6,Medium,0.83,0.35,0.06,0.62,0.19,0.57,0.74,0.78,0.3,0.51
+Research Scientist,132811,12,Master's,0.82,1.26,0.3,Low,0.01,0.44,0.26,0.12,0.91,1.0,0.18,0.04,0.28,0.83
+UX Researcher,54940,26,Master's,0.06,0.55,0.47,Medium,0.93,0.29,0.43,0.1,0.49,0.7,0.27,0.3,0.84,0.01
+Software Engineer,144326,14,PhD,0.39,0.8,0.56,Medium,0.83,0.56,0.03,0.46,0.46,0.54,0.67,0.02,0.5,0.59
+Nurse,30511,18,Master's,0.67,0.73,0.13,Low,0.96,0.35,0.35,0.6,0.97,0.98,0.58,0.0,0.9,0.57
+Software Engineer,49359,26,Bachelor's,0.9,0.77,0.41,Medium,0.3,0.61,0.44,0.73,0.89,0.67,0.2,0.93,0.26,0.15
+Mechanic,36265,15,High School,0.56,0.61,0.36,Medium,0.3,0.28,0.6,0.82,0.76,0.26,0.25,0.97,0.01,0.88
+Lawyer,122313,25,Master's,0.95,0.84,0.48,Medium,0.71,0.59,0.32,0.55,0.73,0.04,0.01,0.46,0.13,0.66
+Chef,39280,1,PhD,0.43,0.7,0.52,Medium,0.12,0.02,0.05,0.95,0.14,0.71,0.07,0.11,0.51,0.46
+Construction Worker,80281,26,Bachelor's,0.94,1.28,0.85,High,0.45,0.36,0.95,0.6,0.58,0.23,0.05,0.95,0.31,0.44
+UX Researcher,98354,16,High School,0.84,0.53,0.63,Medium,0.14,0.89,0.73,0.16,0.57,0.31,0.18,0.86,0.4,0.4
+Financial Analyst,140951,11,High School,0.38,1.37,0.45,Medium,0.95,0.95,0.14,0.18,0.86,0.39,0.0,0.27,0.6,0.8
+Retail Worker,145131,22,Master's,0.11,1.42,0.89,High,0.59,0.77,0.43,0.76,0.37,0.24,0.73,0.42,0.98,0.35
+Nurse,51529,7,Bachelor's,0.93,0.74,0.25,Low,0.43,0.92,0.45,0.74,0.47,0.23,0.2,0.43,0.76,0.61
+Retail Worker,30594,25,Master's,0.28,0.98,0.71,High,0.82,0.99,0.41,0.01,0.17,0.65,0.61,0.79,0.25,0.76
+Retail Worker,142770,22,Master's,0.32,1.05,0.74,High,0.45,0.88,0.42,0.84,0.59,0.19,0.58,0.51,0.4,0.12
+Marketing Manager,122995,5,High School,0.07,0.6,0.47,Medium,0.31,0.93,0.38,0.76,0.53,0.7,0.26,0.94,0.53,0.83
+Research Scientist,137126,7,Master's,0.1,1.17,0.05,Low,0.48,0.19,0.63,0.98,0.46,0.82,0.51,0.5,0.93,0.89
+Customer Support,44372,26,Bachelor's,0.12,0.8,0.94,High,0.63,0.55,0.71,0.42,0.76,0.39,0.83,0.27,0.28,0.52
+Nurse,53795,7,Master's,0.65,0.86,0.11,Low,0.47,0.56,0.14,0.56,0.32,0.39,0.28,0.93,0.68,0.26
+Security Guard,80697,15,Bachelor's,0.85,0.9,0.91,High,0.15,0.82,0.54,0.22,0.41,0.99,0.78,0.58,0.12,0.42
+Graphic Designer,118078,13,PhD,0.07,1.04,0.66,Medium,0.68,0.25,0.57,0.94,0.72,0.69,0.97,0.8,0.14,0.35
+Nurse,125773,28,Master's,0.49,0.61,0.16,Low,0.7,1.0,0.32,0.51,0.88,0.36,0.11,0.95,0.49,0.5
+Data Scientist,93766,10,PhD,0.0,1.43,0.44,Medium,0.4,0.17,0.38,0.8,0.8,0.94,0.4,0.71,0.51,0.8
+Truck Driver,105569,0,Bachelor's,0.37,0.84,0.76,High,0.58,0.96,0.2,0.1,0.12,0.78,0.35,0.22,0.35,0.65
+Teacher,45782,19,Bachelor's,0.74,0.84,0.16,Low,0.1,0.07,0.46,0.3,0.61,0.04,0.12,0.87,0.57,0.71
+Construction Worker,127288,12,High School,0.46,1.26,0.83,High,0.22,0.34,0.49,0.32,0.34,0.34,0.12,0.08,0.05,0.11
+Security Guard,107865,2,Master's,0.59,0.69,0.92,High,0.81,0.52,0.72,0.37,0.04,0.9,0.13,0.95,0.57,0.31
+AI Engineer,75986,27,PhD,0.5,0.52,0.14,Low,0.74,0.51,0.24,0.34,0.86,0.53,0.53,0.96,0.32,0.48
+HR Specialist,60276,19,Master's,0.76,0.77,0.36,Medium,0.7,0.26,0.92,0.13,0.32,0.05,0.7,0.89,0.64,0.94
+Financial Analyst,137294,2,High School,0.09,1.34,0.64,Medium,0.83,0.8,0.36,0.22,0.93,0.31,0.4,0.7,0.29,0.82
+Graphic Designer,147272,3,PhD,0.79,1.1,0.53,Medium,0.46,0.28,0.46,0.45,0.58,0.28,0.08,0.15,0.7,0.02
+Mechanic,45819,24,PhD,0.62,0.98,0.46,Medium,0.99,0.82,0.43,0.73,0.27,0.1,0.35,0.4,0.02,0.81
+AI Engineer,36473,18,Bachelor's,0.58,0.57,0.09,Low,0.89,0.61,0.95,1.0,0.37,0.3,0.86,1.0,0.63,0.8
+Retail Worker,62556,27,Master's,0.36,1.07,0.91,High,0.69,0.02,0.34,0.14,0.23,0.91,0.04,0.22,0.31,0.62
+Research Scientist,88209,7,Bachelor's,0.22,0.66,0.11,Low,0.5,0.27,0.95,0.46,0.06,0.73,0.33,0.65,0.28,0.57
+Lawyer,147067,23,PhD,0.93,0.76,0.43,Medium,0.46,0.93,0.9,0.09,0.13,0.5,0.11,0.35,0.15,0.64
+Lawyer,38699,3,High School,1.0,0.88,0.54,Medium,0.86,0.12,0.69,0.41,0.21,0.4,0.08,0.7,0.25,0.31
+Data Scientist,107593,25,Master's,0.86,0.99,0.53,Medium,0.57,0.41,0.19,0.75,0.13,0.1,0.71,0.21,0.31,0.48
+Security Guard,75076,18,PhD,0.71,1.12,0.86,High,0.71,0.29,0.32,0.44,0.31,0.98,0.81,0.16,0.01,0.04
+Software Engineer,91743,6,Bachelor's,0.11,1.03,0.64,Medium,0.74,0.22,0.4,0.51,0.81,0.84,0.91,0.51,0.69,0.11
+Graphic Designer,80924,10,PhD,0.25,0.93,0.55,Medium,0.26,0.05,0.01,0.02,0.01,0.11,0.24,0.22,0.99,0.31
+Research Scientist,72500,19,PhD,0.55,1.36,0.22,Low,0.3,0.56,0.71,0.73,0.67,0.87,0.87,0.58,0.43,0.64
+Data Scientist,52380,16,PhD,0.01,1.49,0.37,Medium,0.47,0.87,0.23,0.48,0.13,0.4,0.18,0.36,0.37,0.99
+Graphic Designer,34355,5,Bachelor's,0.11,1.23,0.32,Medium,0.03,0.11,0.97,0.94,0.19,0.16,0.24,0.52,0.57,0.22
+UX Researcher,32035,15,Master's,0.31,1.42,0.56,Medium,0.44,0.79,0.82,0.29,0.34,0.94,0.16,0.04,0.45,0.8
+HR Specialist,32665,17,PhD,0.92,1.03,0.34,Medium,0.59,0.78,0.09,0.17,0.01,0.59,0.89,0.67,0.98,0.06
+Financial Analyst,100739,14,Bachelor's,0.81,0.81,0.69,Medium,0.29,0.89,0.88,0.76,0.56,0.12,0.53,0.36,0.79,0.76
+Doctor,128560,24,Master's,0.71,0.98,0.2,Low,0.99,0.6,0.79,0.73,0.7,0.72,0.45,0.47,0.47,0.03
+Data Scientist,59974,11,Master's,0.15,1.39,0.41,Medium,0.14,0.12,0.7,0.01,0.47,0.12,0.85,0.96,0.96,0.44
+Teacher,90521,1,High School,0.6,0.85,0.16,Low,0.06,0.8,0.24,0.46,0.48,0.56,0.82,0.69,0.66,0.53
+Software Engineer,66476,11,Master's,0.4,1.46,0.7,Medium,0.73,0.23,0.1,0.41,0.86,0.72,0.88,0.62,0.13,0.11
+Software Engineer,82271,11,PhD,0.24,1.23,0.57,Medium,0.32,0.18,0.1,0.74,0.45,0.32,0.86,0.59,0.52,0.74
+Chef,33743,23,Master's,0.69,0.94,0.45,Medium,0.77,0.52,0.7,0.89,0.92,0.28,0.19,0.26,0.75,0.37
+Marketing Manager,111256,7,PhD,0.1,0.83,0.35,Medium,0.16,0.68,0.02,0.12,0.84,0.84,0.33,0.09,0.7,0.36
+Software Engineer,132859,26,Master's,0.16,0.64,0.54,Medium,0.9,0.79,0.55,0.42,0.62,0.44,0.25,0.68,0.87,0.37
+AI Engineer,99810,10,High School,0.43,0.9,0.06,Low,0.7,0.81,0.66,0.15,0.1,0.57,0.4,0.43,0.97,0.72
+UX Researcher,90360,6,Master's,0.02,0.53,0.57,Medium,0.84,0.71,0.41,0.03,0.97,0.99,0.55,0.07,0.54,0.89
+AI Engineer,130290,4,High School,0.72,0.58,0.08,Low,0.13,0.9,0.53,0.79,0.12,0.93,0.82,0.22,0.87,0.26
+Customer Support,105656,22,Bachelor's,0.84,0.67,0.72,High,0.4,0.58,0.85,0.97,0.44,0.06,0.75,0.57,0.45,0.31
+Doctor,107982,0,Master's,0.34,1.26,0.19,Low,0.88,0.54,0.24,0.85,0.56,0.21,0.62,0.36,0.84,0.45
+Marketing Manager,33970,13,PhD,0.1,0.9,0.69,Medium,0.81,0.16,0.28,0.33,0.65,0.76,0.75,0.51,0.81,0.44
+Truck Driver,71753,26,PhD,0.56,1.45,0.9,High,0.58,0.65,0.93,0.43,0.33,0.98,0.86,0.32,0.46,0.42
+Graphic Designer,104354,6,Master's,0.96,0.9,0.65,Medium,0.19,0.55,0.02,0.76,0.58,0.63,0.05,0.21,0.07,0.29
+Construction Worker,35280,20,Bachelor's,0.44,0.75,0.89,High,0.63,0.77,0.32,0.74,0.86,0.35,0.34,0.9,0.05,0.35
+Research Scientist,116545,27,Bachelor's,0.03,0.61,0.16,Low,0.69,0.29,0.85,0.44,0.97,0.95,0.77,0.93,0.71,0.9
+AI Engineer,131041,12,Bachelor's,0.35,1.25,0.16,Low,0.84,0.88,0.3,0.82,0.15,0.33,0.52,0.23,0.58,0.58
+Software Engineer,134087,23,Bachelor's,0.8,1.13,0.43,Medium,0.23,0.88,0.84,0.23,0.04,0.8,0.62,0.1,0.59,0.45
+AI Engineer,90985,20,PhD,0.21,0.95,0.09,Low,0.96,0.78,0.74,0.69,0.42,0.92,0.07,0.8,0.22,0.32
+Truck Driver,118257,6,Bachelor's,0.78,1.34,0.85,High,0.4,0.95,0.25,0.8,0.61,0.38,0.0,0.45,0.28,0.1
+Teacher,134294,23,Bachelor's,0.35,1.11,0.26,Low,0.18,0.42,0.39,0.51,0.81,0.55,0.85,0.52,0.6,0.44
+Lawyer,55666,18,Bachelor's,0.92,1.14,0.63,Medium,0.06,0.91,0.19,0.26,0.05,0.97,0.85,0.91,0.85,0.48
+Security Guard,71516,25,High School,0.97,1.0,0.74,High,0.66,0.98,0.87,0.86,0.93,0.89,0.78,0.72,0.26,0.62
+Nurse,48226,18,Bachelor's,0.86,0.99,0.08,Low,0.0,0.68,0.55,0.33,0.17,0.47,0.1,0.34,0.38,0.47
+AI Engineer,60011,16,Master's,0.26,1.35,0.14,Low,0.23,0.18,0.32,0.07,0.03,0.61,0.62,0.53,0.76,0.04
+Chef,136979,15,Master's,0.86,1.43,0.34,Medium,0.11,0.03,0.1,0.21,0.97,0.67,0.78,0.78,0.54,0.8
+Construction Worker,85215,21,Bachelor's,0.31,1.06,0.83,High,0.82,0.98,0.41,0.76,0.1,0.78,0.37,0.04,0.36,0.61
+Software Engineer,107255,21,Bachelor's,0.92,0.58,0.67,Medium,0.71,0.33,0.39,0.74,0.6,0.67,0.39,0.49,0.99,0.21
+Retail Worker,70821,27,High School,0.29,1.27,0.89,High,0.29,0.08,0.01,0.43,0.41,0.99,0.47,0.26,0.89,0.49
+Customer Support,133185,18,Master's,0.1,0.88,0.94,High,0.59,0.34,0.63,0.91,0.27,0.51,0.96,0.17,0.72,0.61
+Construction Worker,107929,6,Master's,0.35,0.81,0.87,High,0.22,0.42,0.19,0.01,0.97,0.43,0.97,0.14,0.59,0.2
+Security Guard,49523,29,Master's,0.58,1.2,0.86,High,0.05,0.1,0.13,0.09,0.18,0.69,0.83,0.41,0.69,0.2
+Construction Worker,88188,24,High School,0.35,1.35,0.94,High,0.86,0.07,0.65,0.12,0.01,0.05,0.92,0.91,0.23,0.55
+Doctor,77969,6,Bachelor's,0.5,0.89,0.17,Low,0.79,0.48,0.78,0.43,0.25,0.33,0.08,0.5,0.15,0.81
+Lawyer,149528,12,Master's,0.77,1.45,0.64,Medium,0.95,0.57,0.17,0.94,0.87,0.86,0.69,0.62,0.01,0.75
+Lawyer,85416,27,High School,0.26,1.05,0.48,Medium,0.02,0.82,0.88,0.68,0.54,0.96,0.12,0.74,0.13,0.38
+AI Engineer,50491,14,High School,0.74,0.5,0.12,Low,0.54,0.53,0.64,0.3,0.54,0.19,0.19,0.58,0.69,0.12
+HR Specialist,105955,11,Bachelor's,0.57,0.77,0.46,Medium,0.4,0.18,0.0,0.85,0.72,0.69,0.55,0.7,0.94,0.67
+HR Specialist,97519,26,High School,0.57,0.94,0.52,Medium,0.52,0.86,0.65,0.19,0.06,0.42,0.02,0.32,0.37,0.38
+Data Scientist,74775,17,PhD,0.3,0.77,0.35,Medium,0.51,0.15,0.62,0.16,0.58,0.83,0.04,0.42,0.46,0.79
+Doctor,116437,21,PhD,0.57,1.29,0.19,Low,0.36,0.09,0.73,0.87,0.97,0.93,0.8,0.64,0.78,0.43
+AI Engineer,112201,21,Bachelor's,0.35,0.83,0.24,Low,0.45,0.21,0.2,0.86,0.68,0.55,0.4,0.43,0.06,0.45
+Nurse,91134,17,Bachelor's,0.39,0.88,0.05,Low,0.46,0.03,0.57,0.51,0.84,0.58,0.32,0.52,0.7,0.09
+Data Scientist,76647,22,PhD,0.92,0.8,0.55,Medium,0.82,0.51,0.72,0.31,0.31,0.67,0.71,0.94,0.22,0.47
+AI Engineer,138197,12,Bachelor's,0.08,0.9,0.14,Low,0.27,0.3,0.36,0.99,0.78,0.07,0.87,0.63,0.89,0.34
+Lawyer,76413,18,Bachelor's,0.9,0.77,0.67,Medium,0.83,0.98,0.32,0.24,0.33,0.95,0.33,0.57,0.4,0.4
+AI Engineer,112604,20,Bachelor's,0.54,1.35,0.06,Low,0.89,0.67,0.62,0.63,0.3,0.42,0.8,0.31,0.47,0.02
+AI Engineer,61478,7,Bachelor's,0.42,1.03,0.08,Low,0.99,0.3,0.63,0.58,0.79,0.29,0.76,0.38,0.41,0.67
+Security Guard,92402,27,High School,0.67,1.4,0.77,High,0.9,0.13,0.66,0.55,0.49,0.31,0.5,0.16,0.37,0.1
+HR Specialist,65319,18,High School,0.1,0.66,0.33,Medium,0.38,0.84,0.91,0.07,0.63,0.68,0.53,0.67,0.23,0.49
+Retail Worker,58830,28,PhD,0.09,1.13,0.82,High,0.28,0.47,0.78,0.8,0.65,0.47,0.58,0.39,0.13,0.39
+AI Engineer,59328,16,Bachelor's,0.9,1.37,0.27,Low,0.27,0.03,0.26,0.28,0.91,0.65,0.08,0.14,0.16,0.63
+Teacher,36123,21,High School,0.86,1.44,0.1,Low,0.31,0.24,0.36,0.91,0.58,0.74,0.49,0.03,0.06,0.54
+Graphic Designer,66587,4,High School,0.22,1.22,0.62,Medium,0.41,0.75,0.4,0.68,0.76,0.99,0.35,0.41,0.17,0.2
+Data Scientist,51951,7,Bachelor's,0.58,0.57,0.32,Medium,0.06,0.94,0.85,0.84,0.92,0.51,0.25,0.4,0.72,0.88
+Retail Worker,37804,10,Bachelor's,0.45,0.85,0.91,High,0.76,0.32,0.1,0.07,0.09,0.58,0.05,0.34,0.75,0.29
+Security Guard,40349,7,High School,0.75,0.75,0.88,High,0.75,0.4,0.21,0.52,0.92,0.64,0.17,0.68,0.43,0.59
+Data Scientist,136203,9,PhD,0.51,1.31,0.59,Medium,0.62,0.15,0.84,0.94,0.14,0.49,0.26,0.75,0.72,0.14
+Mechanic,86317,10,Bachelor's,0.18,1.3,0.48,Medium,0.33,0.16,0.17,0.66,0.55,0.12,0.11,0.07,0.74,0.71
+Nurse,117385,11,High School,0.56,0.58,0.28,Low,0.91,0.7,0.93,0.81,0.83,0.57,0.31,0.22,0.33,0.63
+Lawyer,109841,8,PhD,0.26,0.97,0.39,Medium,0.59,0.92,0.75,0.67,0.58,0.49,0.19,0.89,0.25,0.09
+Nurse,95197,6,High School,0.18,0.87,0.06,Low,0.14,0.17,0.05,0.66,0.84,0.37,0.87,0.21,0.33,0.15
+HR Specialist,93410,4,Master's,0.42,1.11,0.6,Medium,0.55,0.63,0.94,0.3,0.36,0.72,0.61,0.18,0.38,0.47
+Chef,104225,17,High School,0.18,1.42,0.6,Medium,0.48,0.68,0.9,0.14,0.25,0.54,0.8,0.04,0.98,0.45
+AI Engineer,67499,1,Master's,0.29,0.67,0.25,Low,0.96,0.41,0.95,0.82,0.48,0.67,0.43,0.56,0.06,0.7
+Mechanic,130537,23,Bachelor's,0.16,1.09,0.66,Medium,0.11,0.47,0.75,0.61,0.1,0.4,0.51,1.0,0.18,0.98
+Retail Worker,118627,16,High School,0.2,0.91,0.85,High,0.21,0.29,0.85,1.0,0.32,0.15,0.79,0.6,0.1,0.95
+Software Engineer,99074,21,Master's,0.63,0.92,0.52,Medium,0.21,0.69,0.96,0.46,0.52,0.24,0.89,0.97,0.79,0.54
+HR Specialist,71716,0,Bachelor's,0.15,0.98,0.52,Medium,0.49,0.8,0.67,0.13,0.35,0.34,0.57,0.29,0.12,0.65
+Teacher,132033,21,PhD,0.93,1.47,0.25,Low,0.14,0.85,0.4,0.73,0.53,0.83,0.43,0.06,0.56,0.17
+Doctor,40715,11,Master's,0.53,1.05,0.28,Low,0.62,0.3,0.3,0.5,0.87,0.79,0.96,0.07,0.27,0.08
+Research Scientist,77553,23,PhD,0.14,0.6,0.19,Low,0.41,0.72,0.49,0.43,0.43,0.87,0.4,0.33,0.34,0.2
+Financial Analyst,36861,14,Master's,0.15,1.41,0.41,Medium,0.9,0.79,0.58,0.67,0.33,0.57,0.29,0.4,0.76,0.24
+Software Engineer,70154,27,PhD,0.38,1.03,0.68,Medium,0.68,0.65,0.71,0.92,0.25,0.61,0.4,0.01,0.13,0.32
+Construction Worker,93576,13,High School,0.82,1.03,0.78,High,0.66,0.72,0.56,0.06,0.17,0.29,0.28,0.67,0.02,0.76
+Teacher,127294,11,PhD,0.31,1.03,0.1,Low,0.88,0.09,0.44,0.85,0.62,0.29,0.42,0.71,0.97,0.89
+Lawyer,139875,5,Bachelor's,1.0,0.5,0.31,Medium,0.82,0.2,0.06,0.24,0.43,0.73,0.62,0.24,0.5,0.93
+Security Guard,52925,15,High School,0.32,1.48,0.88,High,0.06,0.04,0.17,0.73,0.18,0.51,0.09,0.92,0.34,0.91
+Teacher,119779,1,Bachelor's,0.01,0.96,0.06,Low,0.91,0.52,0.07,0.11,0.38,0.94,0.69,0.87,0.37,0.04
+Teacher,87702,15,PhD,0.02,1.45,0.14,Low,0.01,0.69,0.98,0.97,0.16,0.18,0.57,0.64,0.74,0.18
+Data Scientist,127556,8,High School,0.64,1.35,0.52,Medium,0.41,0.98,0.58,0.87,0.95,0.68,0.55,0.0,0.04,0.2
+Research Scientist,46289,22,Master's,0.25,0.8,0.14,Low,0.42,0.1,0.04,0.67,0.54,0.44,0.63,0.83,0.43,0.64
+Retail Worker,115823,29,Master's,0.84,0.93,0.86,High,0.18,0.56,0.98,0.52,0.93,0.41,1.0,0.58,0.04,0.59
+Construction Worker,55966,27,PhD,0.03,1.32,0.77,High,0.8,0.29,0.19,0.97,0.36,0.6,0.61,0.56,0.91,0.67
+HR Specialist,98560,23,Bachelor's,0.86,0.68,0.52,Medium,0.95,0.63,0.82,0.65,0.84,0.94,0.27,0.17,0.48,0.7
+Construction Worker,109023,28,Bachelor's,0.0,0.84,0.94,High,0.69,0.4,0.19,0.36,0.17,0.11,0.91,1.0,0.16,0.05
+Mechanic,112455,28,PhD,0.46,0.7,0.42,Medium,0.2,0.77,0.71,0.63,0.39,0.91,0.97,0.17,0.22,0.53
+Security Guard,42930,13,Bachelor's,0.44,1.08,0.83,High,0.33,0.54,0.96,0.21,0.65,0.04,0.07,0.55,0.1,0.02
+Lawyer,48065,14,PhD,0.56,1.2,0.38,Medium,0.67,0.18,0.61,0.41,0.65,1.0,0.94,0.0,0.89,0.07
+Mechanic,86422,12,Bachelor's,0.28,0.88,0.34,Medium,0.11,0.73,0.94,0.61,0.72,0.76,0.26,0.05,0.0,0.35
+Teacher,69305,21,PhD,0.06,0.68,0.08,Low,0.91,0.14,0.54,0.59,0.54,0.1,0.32,0.05,0.4,0.19
+Customer Support,105355,9,High School,0.69,1.03,0.81,High,0.39,0.84,0.22,0.73,0.76,0.42,0.3,0.47,0.09,0.05
+Security Guard,31776,7,Bachelor's,0.19,1.0,0.91,High,0.24,0.94,0.95,0.96,0.84,0.36,0.07,0.57,0.56,0.85
+Chef,113187,14,Bachelor's,0.51,0.85,0.37,Medium,0.0,0.51,0.56,0.82,0.5,0.92,0.63,0.84,0.15,0.86
+Security Guard,44937,26,Bachelor's,0.17,0.69,0.93,High,0.03,0.46,0.31,0.67,0.84,0.36,0.43,0.98,0.78,0.9
+Retail Worker,77259,23,Master's,0.23,0.91,0.88,High,0.11,0.27,0.05,0.43,0.83,0.02,0.68,0.93,0.24,0.69
+Software Engineer,48225,11,High School,0.96,0.73,0.34,Medium,0.15,0.7,0.73,0.67,0.34,0.17,0.58,0.48,0.73,0.44
+Nurse,101519,10,High School,0.29,0.71,0.12,Low,0.09,0.35,0.04,0.19,0.75,0.33,0.67,0.72,0.58,0.96
+Graphic Designer,100994,10,Master's,0.74,1.46,0.64,Medium,0.17,0.33,0.17,0.6,0.71,0.32,0.54,0.69,0.42,0.85
+Customer Support,49450,20,PhD,0.06,1.12,0.76,High,0.56,0.96,0.88,0.4,0.29,0.23,0.53,0.11,0.55,0.0
+Graphic Designer,148585,8,Bachelor's,0.22,1.47,0.59,Medium,0.35,0.09,0.52,0.21,0.54,0.84,0.62,0.63,0.54,0.93
+Customer Support,106970,29,PhD,0.51,0.81,0.81,High,0.19,0.64,0.5,0.1,0.2,0.48,0.89,0.57,0.68,0.34
+Customer Support,31112,25,High School,0.45,1.16,0.71,High,0.49,0.3,0.33,0.96,0.18,0.31,0.51,0.86,0.42,0.74
+Research Scientist,117351,15,Master's,0.31,0.89,0.14,Low,0.83,0.04,0.31,0.68,0.57,0.44,0.54,0.2,0.43,0.5
+AI Engineer,51661,1,Bachelor's,0.26,1.37,0.21,Low,0.02,0.72,0.04,1.0,0.87,0.3,0.26,0.38,0.36,0.37
+Graphic Designer,67443,12,PhD,0.65,1.24,0.3,Low,0.63,0.59,0.54,0.79,0.56,0.86,0.23,0.81,0.18,0.81
+UX Researcher,44234,4,Bachelor's,0.34,1.03,0.56,Medium,0.08,0.49,0.36,0.87,0.88,0.7,0.66,0.73,0.37,0.4
+Software Engineer,134383,0,High School,0.94,1.22,0.52,Medium,0.77,0.37,0.73,0.41,0.28,0.61,0.69,0.46,0.57,0.69
+Security Guard,72320,6,High School,0.9,0.85,0.94,High,0.64,0.79,0.7,0.21,0.07,0.73,0.51,0.7,0.48,0.31
+Customer Support,91196,11,Bachelor's,0.73,0.78,0.88,High,0.38,0.77,0.14,0.2,0.69,0.56,0.2,0.9,0.28,0.42
+Security Guard,104861,0,Bachelor's,0.39,0.99,0.77,High,0.77,0.39,0.73,0.21,0.38,0.01,0.76,0.63,0.82,0.46
+HR Specialist,148169,20,PhD,0.65,0.5,0.4,Medium,0.49,0.62,0.07,0.71,0.54,0.53,0.29,0.59,0.03,0.06
+Chef,89630,13,High School,0.32,0.85,0.38,Medium,0.45,0.05,0.3,0.53,0.47,1.0,0.39,0.39,0.5,0.19
+Mechanic,127435,3,PhD,0.57,0.69,0.62,Medium,0.03,0.98,0.87,0.58,0.11,0.22,0.28,0.24,0.5,0.94
+Mechanic,114845,4,Bachelor's,0.66,1.19,0.65,Medium,0.03,0.4,0.78,0.81,0.93,0.7,0.25,0.51,0.03,0.65
+HR Specialist,49053,28,Bachelor's,0.67,1.43,0.57,Medium,0.32,0.2,0.85,0.19,0.16,0.21,0.51,0.12,0.94,0.97
+Nurse,100683,3,Master's,0.41,0.74,0.08,Low,0.86,0.56,0.86,0.83,0.28,0.55,0.08,0.92,0.4,0.39
+Construction Worker,120153,20,Bachelor's,0.46,0.75,0.79,High,0.8,0.83,0.3,0.47,0.87,0.05,0.89,0.22,0.68,0.58
+Marketing Manager,129926,0,High School,0.86,0.6,0.44,Medium,0.54,0.81,0.22,0.8,0.4,0.19,0.76,0.09,0.51,0.06
+Retail Worker,43140,13,PhD,0.6,1.06,0.8,High,0.43,0.23,0.46,0.95,0.85,0.15,0.03,0.93,0.53,0.54
+Data Scientist,104362,11,PhD,0.31,0.98,0.69,Medium,0.67,0.15,0.13,0.2,0.77,0.3,0.02,0.94,0.17,0.01
+Financial Analyst,73030,5,PhD,0.24,0.92,0.67,Medium,0.88,0.46,0.41,0.56,0.24,0.05,0.94,0.19,0.2,0.47
+Nurse,54400,18,PhD,0.02,0.65,0.14,Low,0.68,0.23,0.42,0.56,0.89,0.33,0.13,0.49,0.75,0.11
+Nurse,33760,20,PhD,0.02,0.53,0.17,Low,0.3,0.85,0.6,0.45,0.41,0.5,0.04,0.89,1.0,0.18
+Retail Worker,122930,21,Bachelor's,0.14,1.16,0.87,High,0.85,0.75,0.45,0.61,0.69,0.51,0.48,0.65,0.56,0.64
+HR Specialist,33323,29,Bachelor's,0.72,1.14,0.51,Medium,0.68,0.45,0.24,0.0,0.56,0.59,0.97,0.36,0.39,0.2
+Lawyer,65098,10,PhD,0.22,0.68,0.31,Medium,0.21,0.52,0.54,0.25,0.07,0.74,0.76,1.0,0.9,0.93
+Chef,101153,11,PhD,0.62,0.63,0.55,Medium,0.06,0.89,0.48,0.7,0.05,0.53,0.3,0.28,0.39,0.0
+Security Guard,101279,14,Bachelor's,0.49,1.36,0.81,High,0.36,0.99,0.57,0.47,0.5,0.81,0.34,0.39,0.76,0.07
+Data Scientist,143115,0,Bachelor's,0.43,1.08,0.6,Medium,0.27,0.89,0.98,0.49,0.94,0.0,0.89,0.31,0.31,0.23
+Graphic Designer,149487,7,Bachelor's,0.21,1.41,0.66,Medium,0.1,0.14,0.86,0.4,0.17,0.51,0.42,0.22,0.72,0.63
+Software Engineer,123304,23,Master's,0.93,1.06,0.4,Medium,0.21,0.14,0.42,0.14,0.42,0.15,0.66,0.79,0.55,0.68
+Marketing Manager,134134,6,Master's,0.32,1.49,0.57,Medium,0.73,0.21,0.08,0.28,0.25,0.23,0.19,0.57,0.33,0.82
+Graphic Designer,107199,25,Bachelor's,0.46,0.51,0.49,Medium,0.06,0.98,0.79,0.49,0.09,0.59,0.76,0.19,0.57,0.81
+Teacher,132658,11,High School,0.24,0.76,0.13,Low,0.11,0.7,0.21,0.93,0.22,0.26,0.3,0.77,0.43,0.82
+Data Scientist,41352,4,PhD,0.93,1.26,0.32,Medium,0.84,0.94,0.99,0.13,0.61,0.2,0.26,0.75,0.98,0.59
+UX Researcher,43679,21,High School,0.04,1.1,0.46,Medium,0.89,0.3,0.43,0.53,0.27,0.91,0.46,0.42,0.85,0.31
+Doctor,122345,27,PhD,0.12,0.68,0.29,Low,0.84,0.39,0.64,0.94,0.21,0.06,0.54,0.14,0.19,0.89
+HR Specialist,108179,29,High School,0.82,1.02,0.52,Medium,0.67,0.43,0.12,0.1,0.75,0.22,0.03,0.98,0.98,0.38
+Construction Worker,77878,18,PhD,0.73,1.33,0.73,High,0.14,0.82,0.92,0.79,0.2,0.41,0.6,0.16,0.21,0.28
+Construction Worker,125777,29,PhD,0.51,1.31,0.89,High,0.91,0.83,0.25,0.33,0.5,0.01,0.9,0.04,0.32,0.57
+Data Scientist,112124,0,High School,0.65,1.03,0.39,Medium,0.2,0.91,0.26,0.28,0.41,0.14,0.51,0.67,0.79,0.71
+Mechanic,126367,11,PhD,0.46,0.54,0.31,Medium,0.44,0.25,0.68,0.72,0.9,0.76,0.05,0.37,0.27,0.39
+Truck Driver,77080,11,Bachelor's,0.1,1.02,0.88,High,0.7,0.45,0.52,0.52,0.69,0.05,0.71,0.58,0.2,0.05
+Chef,61280,2,High School,0.52,1.26,0.43,Medium,0.38,0.93,0.21,0.1,0.34,0.75,0.63,0.42,0.96,0.73
+Marketing Manager,39835,27,Master's,0.74,0.52,0.56,Medium,0.21,0.7,0.31,0.87,0.34,0.62,0.29,0.92,0.78,0.24
+Graphic Designer,52369,10,High School,0.36,1.15,0.6,Medium,0.02,0.96,0.34,0.19,0.85,0.7,0.09,0.12,0.72,0.07
+HR Specialist,30637,8,High School,0.74,0.84,0.45,Medium,0.51,0.36,0.78,0.97,0.58,0.45,0.22,0.65,0.69,0.69
+Security Guard,62209,27,Master's,0.9,0.84,0.89,High,0.76,0.65,0.39,0.61,0.04,0.76,0.1,0.4,0.1,0.84
+Doctor,70478,1,Master's,0.69,1.18,0.26,Low,0.13,0.66,0.58,0.03,0.2,0.27,0.07,0.35,0.03,0.55
+Nurse,90760,9,Master's,0.29,1.41,0.18,Low,0.27,0.6,0.2,0.07,0.02,0.95,0.72,0.8,0.98,0.93
+Truck Driver,52505,0,Master's,0.69,0.84,0.73,High,0.57,0.58,0.95,0.44,0.69,0.57,0.18,0.59,0.54,0.49
+Financial Analyst,140441,22,High School,0.16,0.96,0.54,Medium,0.49,0.49,0.08,0.19,0.32,0.42,0.59,0.86,0.16,0.02
+Research Scientist,108944,24,PhD,0.43,1.05,0.26,Low,0.8,0.1,0.93,0.11,0.63,0.67,0.68,0.27,0.33,0.55
+Security Guard,40886,21,Master's,0.85,0.99,0.91,High,0.41,0.98,0.77,0.97,0.51,0.47,0.76,0.88,0.96,0.32
+Customer Support,85744,21,High School,0.53,0.78,0.92,High,0.61,0.0,0.81,0.33,0.32,0.38,0.63,0.44,0.63,0.15
+Retail Worker,75778,29,Master's,0.73,0.75,0.88,High,0.58,0.11,0.18,0.04,0.81,0.55,0.32,0.13,0.48,0.53
+HR Specialist,88764,7,High School,0.69,1.4,0.58,Medium,0.74,0.29,0.3,0.78,0.3,0.56,0.25,0.82,0.11,0.83
+Financial Analyst,62795,20,Bachelor's,0.19,1.04,0.41,Medium,0.32,0.35,0.06,0.99,0.03,0.66,0.37,0.65,0.36,0.67
+Marketing Manager,107223,6,Bachelor's,0.69,0.61,0.56,Medium,0.28,0.03,0.41,0.43,0.47,0.7,0.31,0.32,0.06,0.69
+Security Guard,98835,2,High School,0.35,1.21,0.83,High,0.47,0.51,0.64,0.66,0.29,0.14,0.16,0.64,0.87,0.41
+AI Engineer,139640,22,Bachelor's,0.76,1.33,0.27,Low,0.61,0.86,0.02,0.11,0.09,0.71,0.07,0.5,0.47,0.31
+Construction Worker,87225,4,PhD,0.17,0.85,0.89,High,0.03,0.67,0.82,0.93,0.88,0.32,0.59,0.08,0.26,0.09
+Retail Worker,37466,7,PhD,0.88,0.85,0.84,High,0.43,0.46,0.97,0.3,0.63,0.42,0.06,0.49,0.81,0.1
+Data Scientist,80530,11,PhD,0.15,1.26,0.59,Medium,0.57,0.47,0.89,0.77,0.81,0.81,0.64,0.46,0.86,0.93
+Chef,40040,29,High School,0.05,1.46,0.41,Medium,0.87,0.39,0.12,0.08,0.16,0.25,0.49,0.7,0.99,0.44
+Marketing Manager,145874,13,PhD,0.52,1.04,0.51,Medium,0.01,0.0,0.1,0.1,0.7,0.2,0.89,0.93,0.98,0.94
+Graphic Designer,60985,26,High School,0.51,0.68,0.62,Medium,0.89,0.85,0.43,0.76,0.1,0.04,0.75,0.43,1.0,0.1
+Truck Driver,57262,25,High School,0.48,1.33,0.9,High,0.92,0.3,0.95,0.15,0.08,0.43,0.83,0.47,0.83,0.73
+AI Engineer,102022,26,High School,0.95,0.56,0.27,Low,0.3,0.5,0.42,0.17,0.36,0.19,0.2,0.19,0.49,0.8
+Nurse,31320,16,Master's,0.89,1.14,0.22,Low,0.67,0.45,0.69,0.07,0.86,0.78,0.25,0.77,0.01,0.22
+Security Guard,84681,0,Master's,0.78,1.26,0.9,High,0.0,0.5,0.7,0.16,0.65,0.08,0.18,0.48,0.65,0.15
+Research Scientist,82167,21,PhD,0.2,0.74,0.11,Low,0.4,0.65,0.44,0.78,0.72,0.13,0.05,0.88,0.08,0.15
+Software Engineer,64477,20,Bachelor's,0.63,1.08,0.69,Medium,0.89,0.41,0.37,0.3,0.15,0.14,0.13,0.11,0.24,0.31
+UX Researcher,32565,13,High School,0.58,1.49,0.45,Medium,0.46,0.32,0.18,0.14,0.95,0.99,0.04,0.15,0.42,0.19
+Security Guard,112915,15,High School,0.13,0.96,0.77,High,0.35,0.09,0.43,0.98,0.33,0.88,0.84,0.95,0.79,0.66
+Security Guard,103251,9,PhD,0.08,0.96,0.95,High,0.77,0.96,0.78,0.87,0.71,0.76,0.52,0.92,0.83,0.84
+Graphic Designer,51258,26,PhD,0.3,0.54,0.67,Medium,0.59,0.3,0.15,0.83,0.84,0.81,0.65,0.37,0.3,0.01
+Construction Worker,115535,15,Bachelor's,0.09,1.13,0.83,High,0.53,0.93,0.03,0.77,0.05,0.04,0.43,0.06,0.79,0.53
+Graphic Designer,101156,10,Master's,0.04,1.11,0.62,Medium,0.44,0.55,0.8,0.61,0.22,0.61,0.63,0.73,0.62,0.97
+Customer Support,127417,6,PhD,0.95,1.04,0.87,High,0.1,0.38,0.77,0.71,0.04,0.55,0.09,1.0,0.9,0.02
+Graphic Designer,60066,13,PhD,0.92,0.85,0.59,Medium,0.44,0.66,0.34,0.32,0.42,0.15,0.83,0.35,0.4,0.89
+Doctor,78359,23,Bachelor's,0.54,1.46,0.27,Low,0.17,0.47,0.97,0.37,0.37,0.2,0.11,0.74,0.77,0.97
+Graphic Designer,78225,8,Bachelor's,0.24,0.54,0.69,Medium,0.34,0.31,0.91,0.59,0.21,0.89,0.99,0.09,0.86,0.39
+Marketing Manager,135633,12,Bachelor's,0.91,1.47,0.4,Medium,0.21,0.08,0.56,0.01,0.41,0.07,0.41,0.04,0.84,0.21
+Software Engineer,32599,20,High School,0.87,1.25,0.39,Medium,0.07,0.72,0.39,0.77,0.45,0.35,0.45,0.75,0.9,0.05
+Software Engineer,41394,24,Bachelor's,0.69,1.41,0.68,Medium,0.03,0.99,0.32,0.84,0.18,0.06,0.38,0.86,0.22,0.15
+Customer Support,91351,4,Bachelor's,0.94,0.51,0.88,High,0.31,0.37,0.47,0.43,0.51,0.58,0.47,0.7,0.72,0.44
+Marketing Manager,60480,15,PhD,0.64,1.27,0.56,Medium,0.59,0.23,0.65,0.33,0.92,0.65,0.28,0.47,0.85,0.34
+Truck Driver,113442,4,Bachelor's,0.68,1.25,0.74,High,0.57,0.91,0.97,0.66,0.98,0.57,0.44,0.55,0.12,0.4
+Financial Analyst,32199,20,PhD,0.85,1.26,0.54,Medium,0.35,0.19,0.35,0.68,0.26,0.43,0.39,0.77,0.88,0.7
+Doctor,111646,27,High School,0.43,0.64,0.09,Low,0.16,0.13,0.18,0.2,0.11,0.64,0.99,0.88,0.05,0.42
+Lawyer,146536,28,High School,0.13,1.35,0.54,Medium,0.93,0.88,0.68,0.66,0.21,0.12,0.42,0.19,0.1,0.3
+Retail Worker,100072,15,Master's,0.02,0.79,0.81,High,0.51,0.18,0.96,0.58,0.52,0.01,0.49,0.84,0.22,0.35
+UX Researcher,41246,26,High School,0.98,0.57,0.66,Medium,0.31,0.59,0.68,0.14,0.44,0.33,0.06,0.83,0.05,0.65
+Security Guard,120088,5,PhD,0.78,0.69,0.87,High,0.6,0.18,0.27,0.41,0.7,0.64,0.53,0.77,0.76,0.62
+Nurse,41913,21,Master's,0.33,1.38,0.2,Low,0.82,0.55,0.22,0.54,0.37,0.7,0.48,0.84,0.68,0.68
+Lawyer,127771,14,PhD,0.98,1.34,0.62,Medium,0.33,0.54,0.14,0.54,0.15,0.55,0.65,0.39,0.5,0.88
+Teacher,82035,28,PhD,0.79,0.67,0.06,Low,0.19,0.77,0.41,0.87,0.52,0.02,0.72,0.11,0.79,0.17
+Nurse,106970,21,Master's,0.76,1.45,0.14,Low,0.83,0.19,0.81,0.66,0.19,0.3,0.13,0.38,0.2,0.64
+Financial Analyst,75643,9,PhD,0.58,0.87,0.44,Medium,0.67,0.39,0.26,0.4,0.81,0.97,0.64,0.78,0.53,0.62
+Doctor,111751,13,PhD,0.44,0.57,0.29,Low,0.79,0.4,0.98,0.35,0.37,0.61,0.27,0.7,0.15,0.11
+Software Engineer,145650,29,Bachelor's,0.56,0.61,0.69,Medium,0.57,0.15,0.31,0.8,0.52,0.19,0.1,0.43,0.34,0.66
+Construction Worker,94649,9,Bachelor's,0.25,1.36,0.93,High,0.9,0.95,0.84,0.59,0.41,0.49,0.87,0.3,0.16,0.14
+Research Scientist,95615,25,Bachelor's,0.72,0.53,0.19,Low,0.88,0.02,0.41,0.93,0.35,0.46,0.98,0.2,0.07,0.86
+Truck Driver,144317,8,PhD,0.47,1.01,0.91,High,0.74,0.27,0.02,0.48,0.86,0.9,0.96,0.88,0.58,0.44
+Marketing Manager,66640,11,Bachelor's,0.74,1.04,0.33,Medium,0.93,0.46,0.36,0.63,0.67,0.21,0.84,0.29,0.19,0.41
+Security Guard,47528,4,Master's,0.81,1.44,0.74,High,0.07,0.56,0.29,0.83,0.67,0.97,0.25,0.49,0.5,0.24
+Doctor,53655,12,PhD,0.44,0.95,0.14,Low,0.02,0.52,0.34,0.0,0.31,0.28,0.39,0.13,0.51,0.69
+Data Scientist,102264,4,PhD,0.93,0.95,0.57,Medium,0.27,0.41,0.71,0.51,0.93,0.74,0.56,0.89,0.67,0.65
+Research Scientist,42550,15,High School,0.39,1.18,0.27,Low,0.32,0.22,0.59,0.07,0.71,0.7,0.35,0.89,0.5,0.65
+UX Researcher,91284,13,High School,0.42,1.36,0.39,Medium,0.39,0.32,0.15,0.29,0.23,0.92,0.74,0.32,0.76,0.02
+Data Scientist,51200,20,High School,0.25,0.61,0.65,Medium,0.2,0.82,0.41,0.01,0.73,0.6,0.34,0.28,0.07,0.94
+Nurse,147529,14,Bachelor's,0.09,1.37,0.12,Low,0.2,0.28,0.56,0.07,0.48,0.9,0.19,0.33,0.4,0.59
+Doctor,46151,5,Bachelor's,0.39,0.57,0.14,Low,0.19,0.65,0.03,0.29,0.55,0.28,0.55,0.11,0.94,0.29
+Chef,146849,28,Bachelor's,0.33,1.28,0.4,Medium,0.67,0.32,0.51,0.67,0.59,0.58,0.07,0.25,0.57,0.02
+HR Specialist,44537,21,Master's,0.23,0.75,0.51,Medium,0.58,0.91,0.39,0.93,0.65,0.91,0.83,0.69,0.36,0.24
+Retail Worker,72294,14,Bachelor's,0.95,1.46,0.88,High,0.88,0.92,0.51,0.63,0.42,0.42,0.04,0.43,0.67,0.42
+Retail Worker,45749,23,High School,0.33,0.63,0.9,High,0.67,0.24,0.54,0.4,0.94,0.61,0.16,0.5,0.86,0.67
+UX Researcher,91561,20,High School,0.25,1.39,0.6,Medium,0.73,0.35,0.89,0.64,0.85,0.36,0.15,0.33,0.46,0.53
+Financial Analyst,55757,10,Bachelor's,0.55,1.34,0.37,Medium,0.32,0.89,0.56,0.58,0.48,0.55,0.2,0.55,1.0,0.57
+Financial Analyst,32251,9,Bachelor's,0.68,0.75,0.5,Medium,0.75,0.56,0.08,0.19,0.22,0.26,0.57,0.5,0.2,0.07
+Teacher,94274,3,High School,0.98,0.97,0.27,Low,0.85,0.51,0.71,0.19,0.69,0.27,0.83,0.08,0.77,0.1
+Financial Analyst,136023,0,Bachelor's,0.3,1.15,0.5,Medium,0.37,0.65,0.95,0.04,0.92,0.61,0.81,0.38,0.47,0.87
+Graphic Designer,126746,18,High School,0.53,0.52,0.36,Medium,0.64,0.72,0.58,0.14,0.45,0.36,0.5,0.87,0.78,0.08
+Graphic Designer,115421,2,High School,0.47,1.24,0.36,Medium,0.67,0.24,0.44,0.02,0.15,0.09,0.24,0.1,0.69,0.03
+Retail Worker,45817,8,High School,0.14,1.45,0.93,High,0.23,0.61,0.03,0.93,0.52,0.04,0.34,0.08,0.39,0.67
+Doctor,76205,7,High School,0.38,0.62,0.11,Low,0.1,0.81,0.14,0.6,0.34,0.23,0.64,0.46,0.4,0.59
+Lawyer,142398,26,Master's,0.3,1.06,0.57,Medium,0.03,0.47,0.06,0.19,0.56,0.87,0.88,0.07,0.42,0.58
+Software Engineer,54453,10,High School,0.77,1.24,0.66,Medium,0.01,0.22,0.83,0.67,0.89,0.06,0.6,0.57,0.04,0.51
+UX Researcher,129821,29,Master's,0.19,0.77,0.56,Medium,0.47,0.86,0.34,0.27,0.98,0.91,0.03,0.77,0.11,0.03
+Research Scientist,89615,10,Bachelor's,0.27,1.32,0.23,Low,0.98,0.71,0.42,0.7,1.0,0.71,0.76,0.94,0.11,0.7
+Construction Worker,57470,9,PhD,0.95,0.71,0.83,High,0.68,0.25,0.6,0.26,0.33,0.44,0.53,0.45,0.49,0.3
+Chef,102082,12,High School,0.38,1.37,0.45,Medium,0.35,1.0,0.48,0.81,0.8,0.93,0.08,0.27,0.77,0.56
+Financial Analyst,90639,23,Bachelor's,0.17,0.78,0.51,Medium,0.28,0.21,0.09,0.16,0.77,0.72,0.05,0.2,0.56,0.32
+Customer Support,61854,28,High School,0.78,1.39,0.84,High,0.35,0.61,0.09,0.01,0.02,0.41,0.23,0.16,0.62,1.0
+Marketing Manager,110882,2,Master's,0.55,0.62,0.67,Medium,0.29,0.88,0.28,0.81,0.21,0.29,0.19,0.26,0.83,0.64
+AI Engineer,143352,14,Bachelor's,0.97,0.96,0.29,Low,0.2,0.9,0.01,0.55,0.42,0.53,0.55,0.39,1.0,0.98
+Mechanic,91922,9,PhD,0.98,1.29,0.7,Medium,0.89,0.42,0.78,0.91,0.71,0.42,0.07,0.81,0.95,0.36
+Security Guard,116195,15,High School,0.33,1.08,0.78,High,0.61,0.97,0.67,0.36,0.94,0.57,0.13,0.5,0.65,0.84
+Chef,91775,24,High School,0.3,0.68,0.55,Medium,0.23,0.08,0.0,0.61,0.36,0.75,0.38,0.49,0.41,0.65
+Construction Worker,86776,9,PhD,0.3,1.12,0.79,High,0.39,0.54,0.09,0.74,0.4,0.48,0.97,0.34,0.65,0.39
+Mechanic,142192,18,High School,0.85,0.74,0.58,Medium,0.07,0.96,0.35,0.83,0.32,0.63,0.98,0.88,0.16,0.55
+Teacher,120351,1,Bachelor's,0.43,0.84,0.13,Low,0.54,0.19,0.54,0.28,0.29,0.74,0.03,0.38,0.41,0.49
+Customer Support,50080,3,Master's,0.37,0.71,0.92,High,0.98,0.02,0.55,0.34,0.28,0.34,0.64,0.19,0.91,0.47
+Truck Driver,95729,5,PhD,0.77,0.52,0.81,High,0.36,0.34,0.34,0.03,0.15,0.14,0.99,0.02,0.17,0.97
+Customer Support,123330,1,Bachelor's,0.45,0.58,0.87,High,0.14,0.67,0.98,0.53,0.21,0.63,0.51,0.53,0.48,0.67
+Teacher,96302,29,Master's,0.99,1.33,0.12,Low,0.73,0.21,0.78,0.15,0.47,0.79,0.28,0.84,0.64,0.4
+HR Specialist,97986,4,High School,0.93,0.72,0.58,Medium,0.71,0.92,0.71,0.58,0.9,0.83,0.72,0.03,0.37,0.63
+Mechanic,43776,23,Bachelor's,0.32,0.64,0.52,Medium,0.29,0.23,0.4,0.79,0.49,0.22,0.12,0.5,0.79,0.65
+UX Researcher,37163,0,Bachelor's,0.44,1.36,0.37,Medium,0.53,0.36,0.12,0.05,0.56,0.02,0.1,0.35,0.04,0.4
+Chef,135001,17,PhD,0.35,1.29,0.55,Medium,0.45,0.09,0.62,0.16,0.08,0.66,0.91,0.46,0.04,0.88
+Security Guard,108156,8,High School,0.87,0.89,0.79,High,0.54,0.96,0.9,0.47,0.7,0.58,0.69,0.83,0.03,0.33
+Research Scientist,68842,28,Master's,0.95,0.51,0.1,Low,0.99,0.49,0.57,0.17,0.89,0.23,0.19,0.23,0.92,0.7
+Construction Worker,78039,0,High School,0.38,1.41,0.9,High,0.75,0.97,0.37,0.61,0.91,0.79,0.56,0.08,0.65,0.53
+Marketing Manager,59552,1,PhD,0.88,0.84,0.45,Medium,0.67,0.49,0.09,0.39,0.09,0.19,0.01,0.18,0.33,0.54
+UX Researcher,144759,18,Bachelor's,0.54,1.21,0.44,Medium,0.75,0.62,0.46,0.19,0.3,0.62,0.43,0.89,0.23,0.07
+Construction Worker,131442,13,Bachelor's,0.89,0.86,0.86,High,0.23,0.56,0.79,0.87,0.11,0.36,0.64,0.03,0.69,0.53
+Graphic Designer,126969,24,Bachelor's,0.81,0.79,0.7,Medium,0.82,0.71,0.06,0.9,0.79,0.23,0.39,0.27,0.98,0.85
+Teacher,111606,11,Bachelor's,0.79,0.96,0.1,Low,0.21,0.15,0.55,0.92,0.99,0.29,0.7,0.6,0.49,0.67
+Teacher,137904,28,PhD,0.94,1.21,0.24,Low,0.24,0.17,0.39,0.77,0.94,0.43,0.77,0.47,0.3,0.74
+Research Scientist,93878,11,Master's,0.2,0.81,0.17,Low,0.19,0.93,0.59,0.12,0.18,0.95,0.74,0.73,0.07,0.9
+Doctor,71986,2,PhD,0.66,1.46,0.08,Low,0.48,0.05,0.5,0.25,0.91,0.4,0.63,0.86,0.98,0.5
+Retail Worker,65169,23,Bachelor's,0.08,0.51,0.85,High,0.07,0.38,0.0,0.62,0.43,0.13,0.3,0.57,0.66,0.46
+AI Engineer,47330,9,PhD,0.11,0.58,0.06,Low,0.54,0.71,0.13,0.64,0.48,0.99,0.72,0.66,0.57,1.0
+Marketing Manager,119937,16,PhD,0.54,0.96,0.48,Medium,0.43,0.53,0.27,0.93,0.49,0.84,0.48,0.72,0.34,0.62
+Mechanic,113301,23,PhD,0.37,1.38,0.35,Medium,0.49,0.19,0.86,0.25,0.63,0.17,0.4,0.9,0.17,0.66
+Research Scientist,81899,17,Master's,0.42,1.04,0.19,Low,0.6,0.64,0.27,0.4,0.04,0.77,0.84,0.2,0.2,0.04
+Construction Worker,100390,3,Master's,0.81,0.86,0.82,High,0.29,0.6,0.72,0.45,0.87,0.52,0.14,0.62,0.46,0.94
+Graphic Designer,106019,26,Master's,0.4,1.15,0.51,Medium,0.37,0.99,0.3,0.28,0.86,0.0,0.2,0.59,0.16,0.99
+Mechanic,129878,15,Bachelor's,0.6,0.66,0.42,Medium,0.61,0.55,0.78,0.27,0.65,0.29,0.59,0.61,0.12,0.55
+UX Researcher,55463,8,High School,0.5,1.2,0.33,Medium,0.94,0.46,0.94,0.11,0.95,0.11,0.46,0.94,0.23,0.03
+UX Researcher,115275,13,PhD,0.6,1.01,0.31,Medium,0.65,0.17,0.93,0.69,0.71,0.23,0.88,0.54,0.86,0.27
+Retail Worker,81408,2,High School,0.39,0.72,0.89,High,0.78,0.92,0.38,0.51,0.36,0.26,0.75,0.34,0.43,0.4
+Truck Driver,93305,29,High School,0.92,1.17,0.82,High,0.78,0.64,0.06,0.1,0.04,0.46,0.83,0.31,0.38,0.91
+Financial Analyst,115442,3,Bachelor's,0.67,0.77,0.35,Medium,0.02,0.11,0.29,0.55,0.06,0.14,0.18,0.63,0.62,0.55
+Customer Support,86467,21,Master's,0.37,0.6,0.76,High,0.9,0.98,0.65,0.92,0.64,0.03,1.0,0.1,0.68,0.25
+Construction Worker,87304,26,Master's,0.65,0.94,0.76,High,0.33,0.34,0.96,0.8,0.46,0.2,0.81,0.16,0.21,0.37
+Teacher,62734,29,PhD,0.13,0.62,0.17,Low,0.28,0.57,0.45,0.43,0.11,0.14,0.82,0.89,0.23,0.11
+Teacher,76865,12,Master's,0.61,1.22,0.14,Low,0.68,0.71,0.94,0.06,0.19,0.07,0.87,0.79,0.57,0.08
+Lawyer,147882,3,Bachelor's,0.3,1.06,0.4,Medium,0.07,0.73,0.3,0.45,0.13,0.8,0.57,0.9,0.5,0.94
+AI Engineer,126666,18,High School,0.58,1.43,0.13,Low,0.37,0.05,0.59,0.72,0.77,0.15,0.44,0.18,0.66,0.16
+Doctor,113319,3,Bachelor's,0.14,0.62,0.12,Low,1.0,0.33,0.94,0.39,0.44,0.8,0.09,0.18,0.97,0.51
+Nurse,134041,5,Master's,0.91,1.37,0.16,Low,0.16,0.83,0.32,0.42,0.68,0.35,0.63,0.89,0.8,0.38
+Teacher,43760,26,Master's,0.29,0.85,0.17,Low,0.42,0.13,0.16,0.34,0.56,0.59,0.49,0.74,0.74,0.43
+Financial Analyst,118670,29,Master's,0.53,0.88,0.36,Medium,0.98,0.37,0.63,0.49,0.14,0.06,0.63,0.25,0.24,0.96
+Security Guard,80806,19,Master's,0.03,0.84,0.85,High,0.33,0.03,0.44,0.11,0.62,0.62,0.04,0.29,0.41,0.55
+Financial Analyst,83276,4,Bachelor's,0.29,1.48,0.32,Medium,0.99,0.05,0.29,0.49,0.14,0.13,0.26,0.97,0.38,0.57
+Customer Support,58897,18,Master's,0.74,1.19,0.78,High,0.11,0.28,0.21,0.14,0.02,0.94,0.92,0.05,0.17,0.14
+Lawyer,44842,0,Bachelor's,0.2,1.45,0.33,Medium,0.21,0.08,0.98,0.92,0.72,0.43,0.19,0.22,0.44,0.77
+Construction Worker,115984,27,Bachelor's,0.31,1.1,0.76,High,0.58,0.39,0.03,0.4,0.92,0.29,0.32,0.07,0.62,0.85
+UX Researcher,105664,4,PhD,0.24,1.46,0.6,Medium,0.57,0.31,0.22,0.72,0.52,0.52,0.07,0.51,0.82,0.95
+Teacher,130777,22,PhD,0.57,1.22,0.24,Low,0.9,0.0,0.0,0.47,0.03,0.97,0.22,0.47,0.06,0.52
+Doctor,82723,29,PhD,0.04,0.84,0.15,Low,0.99,0.21,0.54,0.99,0.79,0.99,0.97,0.49,0.7,0.11
+HR Specialist,104039,5,High School,0.81,1.01,0.58,Medium,0.75,0.25,0.88,0.46,0.21,0.87,0.42,0.75,0.55,0.38
+Mechanic,33974,17,Master's,0.58,0.89,0.34,Medium,0.9,0.04,0.86,0.36,0.64,0.92,0.15,0.57,0.76,0.76
+Construction Worker,148821,24,Master's,0.62,1.26,0.91,High,0.76,0.35,1.0,0.43,0.02,0.36,0.13,0.12,0.28,0.05
+Construction Worker,51944,1,High School,0.07,0.7,0.72,High,0.06,0.27,0.57,0.96,0.88,0.88,0.18,0.26,0.08,0.78
+Construction Worker,127065,3,Master's,0.56,0.75,0.76,High,0.99,0.76,0.84,0.57,0.87,0.65,0.95,0.28,0.6,0.69
+Security Guard,130874,25,High School,0.88,1.48,0.82,High,0.39,0.47,0.85,0.65,0.04,0.54,0.02,0.78,0.33,0.47
+Financial Analyst,41039,9,PhD,0.05,0.66,0.46,Medium,0.23,0.34,1.0,0.83,0.88,0.94,0.34,0.3,0.23,0.83
+Mechanic,102816,5,Bachelor's,0.91,0.73,0.58,Medium,0.55,0.54,0.72,0.21,0.16,0.65,0.29,0.97,0.45,0.11
+Data Scientist,133722,9,Bachelor's,0.31,0.65,0.47,Medium,0.96,0.41,0.35,0.44,0.01,0.13,0.85,0.98,0.16,0.54
+Customer Support,136657,8,PhD,0.16,0.69,0.93,High,0.71,0.15,0.39,0.06,0.43,0.78,0.55,0.65,0.33,0.16
+Nurse,135817,9,High School,0.82,1.14,0.11,Low,0.42,0.8,0.54,0.3,0.27,0.22,0.82,0.58,0.71,0.86
+Software Engineer,93483,25,PhD,0.25,0.68,0.48,Medium,0.04,0.79,0.88,0.69,0.27,0.12,0.38,0.83,0.35,0.03
+Retail Worker,111165,4,PhD,0.99,1.18,0.93,High,0.77,0.54,0.15,0.35,0.58,0.87,0.27,0.12,0.56,0.18
+Data Scientist,73815,28,PhD,0.26,0.73,0.46,Medium,0.59,0.55,0.24,0.89,0.11,0.04,0.6,0.12,0.5,0.95
+Construction Worker,40244,20,PhD,0.62,1.07,0.74,High,0.43,0.34,0.95,0.24,0.47,0.94,0.79,0.96,0.61,0.33
+Data Scientist,116483,5,High School,0.29,0.66,0.58,Medium,0.64,0.88,0.96,0.86,0.06,0.66,0.78,0.98,0.37,0.17
+Data Scientist,149346,28,High School,0.32,1.1,0.46,Medium,0.4,0.73,0.36,0.69,0.01,0.32,0.32,0.75,0.31,0.63
+UX Researcher,104399,19,PhD,0.66,1.1,0.47,Medium,0.37,0.56,0.06,0.88,0.83,0.35,0.57,0.93,0.27,0.74
+Mechanic,92327,4,High School,0.53,0.68,0.55,Medium,0.29,0.79,0.81,0.46,0.18,0.65,0.99,0.62,0.04,0.02
+Teacher,111399,1,PhD,0.2,1.31,0.26,Low,0.26,0.33,0.24,0.91,0.5,0.66,0.42,0.63,0.39,0.34
+Teacher,114267,28,PhD,0.59,0.79,0.09,Low,0.37,0.42,0.63,0.91,0.04,0.24,0.19,0.5,0.43,0.73
+Truck Driver,93537,18,High School,0.95,1.3,0.75,High,0.29,0.98,0.37,0.78,0.45,0.86,0.7,0.02,0.29,0.56
+Chef,144147,11,Bachelor's,0.1,1.1,0.42,Medium,0.89,0.77,0.37,0.17,0.01,0.62,0.41,0.31,0.99,0.47
+Construction Worker,126172,19,Master's,0.18,0.51,0.8,High,0.67,0.51,0.89,0.43,0.31,0.92,0.41,0.27,0.1,0.79
+Software Engineer,108267,16,Bachelor's,0.03,0.86,0.6,Medium,0.95,0.38,0.87,0.39,0.18,0.0,0.33,0.38,0.95,0.21
+Retail Worker,56013,0,High School,0.76,1.42,0.76,High,0.43,0.12,0.46,0.13,0.52,0.73,0.55,0.25,0.35,0.64
+Chef,43829,14,Bachelor's,0.14,1.34,0.49,Medium,0.16,0.12,0.97,0.28,0.91,0.41,0.39,0.7,0.01,0.34
+Security Guard,42391,10,High School,0.87,1.03,0.79,High,0.27,0.59,0.15,0.25,0.29,0.61,0.37,0.51,0.65,0.96
+Teacher,55123,8,Master's,0.75,1.45,0.17,Low,0.41,0.08,0.89,0.25,0.06,0.54,0.85,0.41,0.78,0.84
+Graphic Designer,147420,27,PhD,0.59,1.03,0.68,Medium,0.73,0.93,0.22,0.31,0.07,0.5,0.87,0.33,0.13,0.07
+Data Scientist,120299,5,High School,0.16,0.85,0.63,Medium,0.38,0.61,0.5,0.72,0.16,0.92,0.64,0.27,0.12,0.15
+HR Specialist,69140,2,PhD,0.59,0.88,0.43,Medium,0.86,0.87,0.58,0.52,0.82,0.75,0.4,0.08,0.77,0.17
+Retail Worker,113698,3,PhD,0.84,1.08,0.92,High,0.48,0.93,0.35,0.72,0.3,0.0,0.38,0.74,0.15,0.5
+Truck Driver,75939,26,High School,0.07,1.12,0.94,High,0.31,0.58,0.95,0.65,0.67,0.18,0.49,0.37,0.47,0.8
+Truck Driver,54180,13,Bachelor's,0.06,1.41,0.84,High,0.92,0.57,0.07,0.55,0.58,0.21,0.47,0.46,0.62,0.26
+Nurse,125941,7,Master's,0.24,0.95,0.08,Low,0.04,0.32,0.27,0.41,0.96,0.52,0.55,0.94,0.92,0.88
+Construction Worker,42003,4,Master's,0.63,1.31,0.91,High,0.58,0.02,0.97,0.47,0.39,0.39,0.42,0.24,0.33,0.99
+AI Engineer,46915,29,Master's,0.53,1.35,0.18,Low,0.32,0.52,0.11,0.13,0.69,0.92,0.73,0.07,0.4,0.0
+AI Engineer,59179,21,High School,0.19,1.37,0.08,Low,0.0,0.45,0.16,0.74,0.92,0.04,0.4,1.0,0.73,0.95
+Financial Analyst,119257,5,Bachelor's,0.22,0.65,0.42,Medium,0.72,0.16,0.52,0.27,0.83,0.01,0.22,0.61,0.1,0.47
+Marketing Manager,113994,8,High School,0.85,1.13,0.56,Medium,0.95,0.98,0.65,0.52,0.61,0.38,0.99,0.71,0.29,0.06
+Doctor,88742,5,Bachelor's,0.68,1.46,0.1,Low,0.55,0.6,1.0,0.2,0.52,0.35,0.53,0.23,0.05,0.57
+Financial Analyst,65963,15,Master's,0.18,0.82,0.32,Medium,0.95,0.58,0.81,0.42,0.9,0.48,0.57,0.49,0.73,0.57
+HR Specialist,128770,11,Bachelor's,0.15,1.11,0.5,Medium,0.1,0.4,0.51,0.83,0.08,0.35,0.82,0.65,0.29,0.85
+Chef,61977,24,PhD,0.5,1.48,0.68,Medium,0.36,0.14,0.33,0.03,0.02,0.4,0.94,0.87,0.51,0.57
+UX Researcher,86195,10,Bachelor's,0.22,0.52,0.6,Medium,0.15,0.87,0.64,0.23,0.16,0.63,0.9,0.72,0.35,0.59
+Graphic Designer,35136,17,Master's,1.0,1.25,0.55,Medium,0.42,0.62,0.34,0.03,0.4,0.93,0.63,0.08,0.88,0.27
+Mechanic,139950,28,Master's,0.3,1.08,0.52,Medium,0.49,0.72,0.32,0.78,0.18,0.78,0.66,0.68,0.48,0.67
+UX Researcher,133488,28,PhD,0.85,0.56,0.36,Medium,0.58,0.74,0.08,0.92,0.97,0.61,0.48,0.74,0.33,0.49
+Doctor,87251,29,PhD,0.96,1.43,0.12,Low,0.23,0.3,0.44,0.31,0.37,0.62,0.76,0.74,0.81,0.03
+Truck Driver,48456,27,Master's,0.79,1.03,0.84,High,0.05,0.26,0.64,0.86,0.92,0.5,0.55,0.83,0.54,0.52
+Construction Worker,134042,12,High School,0.79,1.41,0.75,High,0.52,0.84,0.11,0.79,0.18,0.81,0.61,0.19,0.47,0.68
+Software Engineer,42054,7,Bachelor's,0.43,1.4,0.51,Medium,0.51,0.06,0.92,0.18,0.53,0.8,0.22,0.53,0.24,0.76
+AI Engineer,73441,18,PhD,0.86,1.39,0.21,Low,0.73,0.55,0.38,0.65,0.91,0.42,0.31,0.39,0.44,0.07
+Marketing Manager,80321,27,High School,0.29,1.1,0.37,Medium,0.55,0.86,0.51,0.68,0.08,0.45,0.09,0.6,0.28,0.29
+Data Scientist,94566,27,Bachelor's,0.31,1.01,0.53,Medium,0.07,0.65,0.49,0.54,0.83,0.34,0.17,0.55,0.95,0.52
+HR Specialist,42857,5,Master's,0.76,1.02,0.56,Medium,0.41,0.53,0.51,0.71,0.41,0.1,0.79,0.68,0.95,0.43
+Doctor,114271,7,Bachelor's,0.12,1.27,0.07,Low,0.91,0.28,0.9,0.77,0.87,0.21,0.6,0.09,0.2,0.31
+UX Researcher,104745,20,High School,0.85,1.32,0.6,Medium,0.63,0.68,0.81,0.66,0.33,0.38,0.9,0.02,0.7,0.95
+Financial Analyst,119729,24,Master's,0.99,1.19,0.31,Medium,0.83,0.28,0.45,0.31,0.27,0.43,0.38,0.63,0.81,0.3
+Lawyer,58134,20,Bachelor's,0.67,1.17,0.66,Medium,0.02,0.85,0.52,0.62,0.09,0.43,0.23,0.25,0.5,0.81
+Truck Driver,57987,28,High School,0.59,1.04,0.81,High,0.97,0.56,0.25,0.23,0.61,0.52,0.01,0.83,0.7,0.66
+UX Researcher,135454,1,PhD,0.36,1.44,0.65,Medium,0.29,0.16,0.45,0.36,0.68,0.97,0.36,0.06,0.9,0.04
+Financial Analyst,60539,3,PhD,0.66,1.44,0.38,Medium,0.04,0.49,0.45,0.33,0.96,0.82,0.66,0.16,0.73,0.73
+Lawyer,113081,17,PhD,0.92,0.67,0.41,Medium,0.06,0.8,0.62,0.31,0.16,0.04,0.17,0.45,0.25,0.26
+HR Specialist,146180,1,High School,0.52,1.23,0.31,Medium,0.37,0.48,0.19,0.12,0.87,0.94,0.08,0.35,0.96,0.08
+Teacher,140164,17,PhD,0.97,1.48,0.17,Low,0.16,0.2,0.89,0.91,0.61,0.77,0.74,0.66,0.83,0.69
+Lawyer,54599,27,Master's,0.24,1.24,0.49,Medium,0.29,0.8,0.7,0.94,0.17,0.65,0.24,0.9,0.1,0.66
+Software Engineer,68921,19,Master's,0.35,1.45,0.64,Medium,0.29,0.01,0.3,0.28,0.89,0.97,0.07,0.47,0.55,0.09
+Marketing Manager,140747,11,PhD,0.65,1.46,0.43,Medium,0.21,0.56,0.54,0.59,0.35,0.01,0.04,0.66,0.52,0.82
+Financial Analyst,138809,19,Bachelor's,0.82,0.93,0.34,Medium,0.98,0.51,0.63,0.67,0.36,0.75,0.87,0.39,0.66,0.76
+Mechanic,35983,19,Bachelor's,0.33,0.61,0.54,Medium,0.8,0.61,0.18,0.55,0.83,0.3,0.83,0.78,0.02,0.24
+Security Guard,47946,7,High School,0.72,1.38,0.86,High,0.38,0.18,0.76,0.21,0.7,0.18,0.09,0.25,0.28,0.65
+Truck Driver,138295,29,Master's,0.2,0.53,0.83,High,0.08,0.47,0.93,0.72,0.08,0.22,0.67,0.89,0.03,0.81
+Nurse,97806,11,Master's,0.55,1.46,0.24,Low,0.85,0.35,0.55,0.62,0.32,0.57,0.24,0.14,0.37,0.74
+Data Scientist,111339,0,Bachelor's,0.46,1.14,0.34,Medium,0.9,0.57,0.78,0.79,0.26,0.53,0.96,0.09,0.68,0.96
+Data Scientist,70720,17,Bachelor's,0.86,1.43,0.6,Medium,0.23,0.33,0.04,0.83,0.85,0.63,0.35,0.08,0.75,0.73
+HR Specialist,50914,19,Bachelor's,0.73,1.33,0.6,Medium,0.63,0.43,0.9,0.65,0.4,0.08,0.29,0.54,0.28,0.22
+Financial Analyst,112684,28,Bachelor's,0.17,1.3,0.49,Medium,0.57,0.15,0.32,0.41,0.81,0.77,0.22,0.62,0.24,0.99
+HR Specialist,55568,19,PhD,0.56,1.2,0.62,Medium,0.72,0.7,0.96,0.6,0.64,0.85,0.67,0.73,0.23,0.37
+Graphic Designer,130965,29,High School,0.51,0.96,0.7,Medium,0.61,0.79,0.33,0.83,0.62,0.7,0.29,0.55,0.63,0.59
+Doctor,38861,29,Bachelor's,0.9,1.47,0.22,Low,0.97,0.83,0.27,0.43,0.24,0.0,0.19,0.0,0.72,0.43
+Teacher,88812,18,Bachelor's,0.76,1.33,0.29,Low,0.64,0.46,0.31,0.22,0.21,0.41,0.99,0.0,0.2,0.19
+Financial Analyst,104900,16,PhD,0.35,0.96,0.36,Medium,0.4,0.1,0.53,0.1,0.79,0.57,0.72,0.42,0.38,0.1
+AI Engineer,121814,0,High School,0.51,0.97,0.24,Low,0.83,0.75,0.14,0.62,0.08,0.69,0.38,0.13,0.86,0.61
+Retail Worker,112283,22,PhD,0.03,1.04,0.93,High,0.6,0.97,0.14,0.57,0.8,0.53,0.09,0.58,0.61,0.73
+AI Engineer,79678,0,Bachelor's,0.77,1.16,0.1,Low,0.4,0.78,0.95,0.08,0.54,0.31,0.23,0.51,0.61,0.01
+Nurse,136020,27,Bachelor's,0.82,1.47,0.1,Low,0.59,0.43,0.33,0.57,0.78,0.02,0.97,0.81,0.75,0.76
+Software Engineer,127155,3,PhD,0.75,0.89,0.66,Medium,0.18,0.29,0.55,0.32,0.42,0.49,0.86,0.52,0.36,0.25
+Teacher,94813,15,Bachelor's,0.52,1.25,0.08,Low,0.22,0.38,0.36,0.39,0.79,0.32,0.5,0.62,0.23,0.72
+Software Engineer,127501,7,PhD,0.45,1.31,0.4,Medium,0.88,0.56,0.61,0.88,0.82,0.6,0.75,0.43,0.55,0.06
+Construction Worker,90843,27,Master's,0.83,0.56,0.74,High,0.8,0.0,0.28,0.58,0.6,0.78,0.51,0.51,0.73,0.5
+Financial Analyst,34715,6,PhD,0.9,0.9,0.45,Medium,0.0,0.61,0.03,0.5,0.8,0.55,0.27,0.79,0.27,0.73
+Data Scientist,44870,15,PhD,0.72,0.72,0.41,Medium,0.75,0.18,0.25,0.02,0.72,0.62,0.69,0.21,0.69,0.6
+Retail Worker,45432,11,High School,0.44,1.07,0.82,High,0.64,0.18,0.54,0.45,0.46,0.47,0.88,0.82,0.63,0.72
+Mechanic,102964,5,High School,0.74,0.99,0.43,Medium,0.14,0.08,0.04,0.16,0.03,0.73,0.25,0.37,0.82,0.11
+Data Scientist,127677,13,Bachelor's,0.64,0.84,0.35,Medium,0.09,0.34,0.14,0.27,0.05,0.6,0.15,0.76,0.22,0.8
+Retail Worker,36918,16,Bachelor's,0.24,1.25,0.92,High,0.88,0.78,0.41,0.98,0.38,0.64,0.16,0.98,0.7,0.75
+Chef,78634,1,High School,0.76,1.27,0.57,Medium,0.29,0.49,0.11,0.47,0.24,0.35,0.16,0.23,0.08,0.92
+Security Guard,95199,20,PhD,0.4,1.04,0.86,High,0.92,0.18,0.3,0.98,0.37,0.02,0.15,0.03,0.99,0.28
+Security Guard,115062,6,Bachelor's,1.0,1.1,0.71,High,0.08,0.48,0.41,0.61,0.44,0.93,0.53,0.69,0.9,0.15
+Lawyer,119007,17,Bachelor's,0.78,1.19,0.48,Medium,0.42,0.07,0.01,0.53,0.42,0.8,0.54,0.94,0.2,0.99
+Nurse,58333,13,PhD,0.64,1.0,0.14,Low,0.14,0.13,0.71,0.38,0.96,0.33,0.98,0.21,0.1,0.31
+Data Scientist,140415,12,PhD,0.52,0.64,0.38,Medium,0.31,0.59,0.33,0.75,0.62,0.87,0.5,0.33,1.0,0.36
+Lawyer,89151,21,PhD,0.81,0.59,0.45,Medium,0.09,0.14,0.0,0.01,0.38,0.81,0.59,0.63,0.52,0.82
+Truck Driver,62784,17,Master's,0.85,1.31,0.75,High,0.59,0.58,0.53,0.48,0.09,0.1,0.9,0.63,0.26,0.28
+Lawyer,143268,17,Master's,0.41,0.94,0.32,Medium,0.14,0.39,0.7,0.05,0.33,0.7,0.79,0.19,0.73,0.96
+Truck Driver,85134,17,Bachelor's,0.79,1.21,0.76,High,0.63,0.64,0.41,0.49,0.69,0.95,0.3,0.25,0.6,0.13
+Chef,87109,10,Master's,0.09,0.99,0.55,Medium,0.07,0.21,0.34,0.37,0.68,0.53,0.38,0.45,0.01,0.77
+Software Engineer,114116,1,Master's,0.83,1.04,0.51,Medium,0.7,0.86,0.94,0.54,0.15,0.88,0.04,0.81,0.68,0.9
+Research Scientist,39495,3,Master's,0.05,1.11,0.08,Low,0.08,0.45,0.1,0.73,0.97,0.57,0.24,0.84,0.85,0.73
+Data Scientist,115380,12,PhD,0.87,0.66,0.67,Medium,0.95,0.87,0.25,0.86,0.5,0.59,0.84,0.03,0.36,0.82
+Chef,117843,5,Master's,0.85,0.67,0.58,Medium,0.15,0.79,0.25,0.74,0.46,0.99,0.58,0.63,0.37,0.73
+Financial Analyst,84104,12,Bachelor's,0.02,1.11,0.63,Medium,0.24,0.22,0.61,0.82,0.25,0.93,0.93,0.2,0.26,0.7
+Software Engineer,81179,29,Master's,0.71,0.94,0.37,Medium,0.46,0.61,0.33,0.51,0.13,0.45,0.09,0.05,0.86,0.21
+Nurse,120404,26,Bachelor's,0.15,0.76,0.14,Low,0.14,0.05,0.88,0.01,0.06,0.81,0.28,0.72,0.15,0.24
+Research Scientist,127119,25,High School,0.99,0.57,0.15,Low,0.04,0.2,0.91,0.1,0.86,0.18,0.86,0.54,0.88,0.15
+Software Engineer,84232,19,Master's,0.68,1.04,0.62,Medium,0.65,0.88,0.38,0.59,0.87,0.21,0.49,0.96,0.47,0.25
+Construction Worker,38689,14,Bachelor's,0.59,1.47,0.74,High,0.85,0.7,0.77,0.28,0.29,0.91,0.36,0.06,0.6,0.12
+Retail Worker,143466,16,High School,0.64,1.37,0.9,High,0.11,0.38,0.77,0.42,0.97,0.74,0.02,0.88,0.1,0.14
+UX Researcher,141038,14,PhD,0.86,1.04,0.42,Medium,0.35,0.34,0.33,0.24,0.61,0.9,0.31,0.19,0.84,0.74
+Customer Support,117526,20,Master's,0.17,0.64,0.84,High,0.61,0.48,0.6,0.18,0.48,0.66,0.43,0.68,0.45,0.33
+Lawyer,99503,19,Bachelor's,0.41,0.52,0.57,Medium,0.85,0.35,0.05,0.99,0.26,0.13,0.37,0.74,0.29,0.57
+Teacher,39157,6,Master's,0.12,0.83,0.23,Low,0.61,0.12,0.16,0.64,0.81,0.35,0.6,0.17,0.31,0.02
+Graphic Designer,143565,6,PhD,0.4,1.32,0.58,Medium,0.83,0.29,0.19,0.97,0.72,0.83,0.01,0.35,0.74,0.08
+Research Scientist,107952,16,Master's,0.43,0.52,0.11,Low,0.28,0.11,0.63,0.24,0.28,0.9,0.47,0.39,0.72,0.91
+Mechanic,81224,2,PhD,0.45,1.11,0.43,Medium,0.77,0.97,0.94,0.27,0.23,0.96,0.46,0.21,0.71,0.28
+Data Scientist,49517,21,Bachelor's,0.88,0.66,0.33,Medium,0.27,0.61,0.12,0.47,0.63,0.85,0.23,0.82,0.23,0.68
+Chef,70849,22,Bachelor's,0.11,1.21,0.39,Medium,0.18,0.36,0.65,0.23,0.18,0.01,0.47,0.43,0.23,0.05
+HR Specialist,142277,24,Master's,0.79,1.22,0.64,Medium,0.01,0.97,0.34,0.99,0.25,0.47,0.35,0.36,0.84,0.75
+Security Guard,137251,25,High School,0.61,0.96,0.72,High,1.0,0.55,0.7,0.41,0.55,0.94,0.17,0.29,0.15,0.79
+Mechanic,42979,1,Bachelor's,0.08,0.8,0.51,Medium,0.41,0.04,0.96,0.95,0.28,0.73,0.58,0.24,0.26,0.49
+AI Engineer,102868,7,Bachelor's,0.29,1.31,0.17,Low,0.65,0.19,0.53,0.32,0.53,0.78,0.77,0.35,0.69,0.94
+Customer Support,31649,0,Bachelor's,0.57,1.42,0.8,High,0.63,0.89,0.59,0.61,0.72,0.88,0.09,0.34,0.4,0.91
+Graphic Designer,91305,20,High School,0.12,0.62,0.67,Medium,0.3,0.24,0.04,0.28,0.69,0.43,0.52,0.92,0.11,0.07
+UX Researcher,38738,16,High School,0.77,0.76,0.43,Medium,0.31,0.65,0.06,0.49,0.13,0.82,0.38,0.53,0.03,0.06
+Financial Analyst,55775,24,High School,0.77,1.21,0.59,Medium,0.1,0.69,0.18,0.1,0.76,0.89,0.72,0.81,0.99,0.13
+Mechanic,45569,3,PhD,0.6,1.31,0.56,Medium,0.57,0.7,0.32,0.92,0.12,0.32,0.03,0.27,0.22,0.05
+Doctor,89327,3,Bachelor's,0.47,0.58,0.12,Low,0.95,0.11,0.31,0.04,0.15,0.7,0.37,0.45,0.16,0.68
+UX Researcher,142674,24,Bachelor's,0.18,0.54,0.33,Medium,0.66,0.14,0.49,0.15,0.17,0.0,0.32,0.09,0.39,0.6
+Construction Worker,67602,10,Bachelor's,0.71,1.24,0.87,High,0.94,0.24,0.19,0.61,0.59,0.51,0.0,0.56,0.93,0.33
+Mechanic,68057,12,Bachelor's,0.36,0.64,0.46,Medium,0.49,0.63,0.5,0.54,0.02,0.25,0.31,0.99,0.3,0.9
+Financial Analyst,108104,26,Master's,0.1,0.75,0.41,Medium,0.98,0.67,0.93,0.83,0.58,0.68,0.62,0.67,0.26,0.41
+Doctor,139418,27,Bachelor's,0.04,0.98,0.26,Low,0.49,0.55,0.2,0.79,0.36,0.96,0.99,0.92,0.08,0.33
+Graphic Designer,65411,11,High School,0.8,1.41,0.53,Medium,0.48,0.11,0.84,0.75,0.06,0.21,0.56,0.68,0.14,0.24
+Financial Analyst,139497,2,Bachelor's,0.22,1.42,0.59,Medium,0.74,0.79,0.36,0.77,0.98,0.7,0.42,0.72,0.9,0.13
+AI Engineer,53043,0,High School,0.92,1.45,0.17,Low,0.37,0.28,0.5,0.93,0.15,0.42,0.91,0.35,0.77,0.39
+Financial Analyst,139732,15,PhD,0.98,0.89,0.64,Medium,0.99,0.98,0.43,0.49,0.3,0.31,0.49,0.2,0.71,0.54
+Lawyer,146332,27,Master's,0.81,0.82,0.5,Medium,0.75,0.19,0.03,0.85,0.14,0.89,0.91,0.46,0.81,0.36
+Retail Worker,110314,5,Bachelor's,0.82,0.58,0.85,High,0.64,0.0,0.98,0.41,0.52,0.19,0.61,0.81,0.59,0.79
+HR Specialist,147230,13,PhD,0.5,0.87,0.6,Medium,0.87,0.88,0.23,0.9,0.34,0.31,0.73,0.3,0.05,0.37
+Research Scientist,107271,15,Master's,0.32,0.64,0.05,Low,0.45,0.91,0.31,0.2,0.93,0.11,0.05,0.88,0.7,0.42
+Retail Worker,135812,28,PhD,0.74,0.54,0.87,High,0.64,0.96,0.97,0.38,0.59,0.14,0.07,0.43,0.69,0.57
+Graphic Designer,138613,9,PhD,0.28,0.88,0.56,Medium,0.33,0.88,0.11,0.04,0.21,0.29,0.11,0.07,0.76,0.16
+Nurse,82774,4,Master's,0.37,1.17,0.11,Low,0.24,0.57,0.56,0.77,0.76,0.67,0.45,0.89,0.62,0.99
+Truck Driver,44436,10,Bachelor's,0.04,0.82,0.84,High,0.72,0.55,0.79,0.28,0.18,0.05,0.57,0.69,0.33,0.61
+Truck Driver,41573,6,High School,0.1,1.2,0.79,High,0.67,0.83,0.85,0.17,0.49,0.73,0.77,0.78,0.23,0.19
+Research Scientist,99269,3,Bachelor's,0.74,0.82,0.08,Low,0.72,0.3,0.17,0.15,0.31,0.59,0.36,0.02,0.1,0.29
+Data Scientist,55734,17,PhD,0.1,1.06,0.35,Medium,0.21,0.17,0.07,0.67,0.46,0.83,0.1,0.14,0.31,0.77
+Chef,43764,25,Bachelor's,0.41,0.8,0.33,Medium,0.94,0.55,0.79,0.66,0.51,0.09,0.64,0.16,0.41,0.63
+Truck Driver,40485,2,High School,0.69,1.17,0.74,High,0.35,0.04,0.72,0.95,0.26,0.09,0.48,0.86,0.55,0.05
+Security Guard,83804,21,Bachelor's,0.22,0.54,0.84,High,0.13,0.34,0.51,0.9,0.08,0.67,0.01,0.63,0.55,0.81
+Financial Analyst,97635,18,High School,0.35,0.74,0.33,Medium,0.53,0.89,0.51,0.74,0.3,0.45,0.32,0.11,0.42,0.76
+Security Guard,100880,19,Bachelor's,0.65,1.26,0.78,High,0.8,0.34,0.26,0.22,0.2,0.74,0.89,0.23,0.09,0.31
+Nurse,74344,20,Bachelor's,0.37,1.05,0.24,Low,0.41,1.0,0.3,0.98,0.2,0.11,0.75,0.7,0.81,0.34
+Lawyer,122424,26,Master's,0.12,0.53,0.42,Medium,0.8,0.67,0.44,0.26,0.06,0.34,0.46,0.69,0.65,0.95
+HR Specialist,131388,29,Bachelor's,0.34,0.98,0.57,Medium,0.5,0.91,0.61,0.04,0.11,0.75,0.72,0.15,0.06,0.58
+Doctor,146649,9,High School,0.14,0.97,0.13,Low,0.93,0.22,0.73,0.52,0.01,0.52,0.1,0.66,0.57,0.01
+Data Scientist,79117,3,PhD,0.01,1.24,0.59,Medium,0.17,0.96,0.22,0.46,0.11,0.6,0.38,0.35,0.83,0.01
+Truck Driver,45685,27,High School,0.57,1.49,0.85,High,0.06,0.05,0.88,0.84,0.35,0.62,0.49,0.97,0.95,0.98
+Retail Worker,134031,16,Master's,0.91,0.72,0.91,High,0.71,0.96,0.57,0.09,0.6,0.69,0.22,0.39,0.6,0.37
+Nurse,67595,16,High School,0.13,1.44,0.24,Low,0.0,0.77,0.74,0.01,0.37,0.61,0.45,0.78,0.43,0.15
+Marketing Manager,54541,1,Master's,0.24,1.22,0.36,Medium,0.33,0.44,0.19,0.45,0.16,0.56,0.66,0.06,0.87,0.19
+Construction Worker,118598,7,Bachelor's,0.66,0.97,0.82,High,0.13,0.81,0.62,0.14,0.37,0.81,0.57,0.11,0.37,0.24
+HR Specialist,70785,10,High School,0.6,1.13,0.61,Medium,0.15,0.97,0.36,0.63,0.47,0.47,0.7,0.99,0.66,0.79
+Marketing Manager,131633,28,High School,0.18,0.81,0.61,Medium,0.45,0.88,0.15,0.51,0.65,0.52,0.89,0.99,0.12,0.13
+UX Researcher,90359,15,Master's,0.68,0.87,0.59,Medium,0.41,0.63,0.77,0.55,0.54,0.09,0.41,0.55,0.46,0.9
+Nurse,55642,3,Bachelor's,0.82,0.88,0.23,Low,0.4,0.23,0.34,0.07,0.33,0.46,0.96,0.31,0.9,0.23
+HR Specialist,117657,0,Master's,0.52,1.17,0.32,Medium,0.22,0.46,0.33,0.71,0.51,0.16,0.89,0.29,0.73,0.78
+HR Specialist,128525,0,High School,0.5,1.12,0.43,Medium,0.68,0.46,0.44,0.86,0.05,0.88,0.85,0.51,0.49,0.36
+Mechanic,41360,18,Bachelor's,0.11,1.09,0.57,Medium,0.93,0.78,0.64,0.12,0.37,0.14,0.88,0.75,0.76,0.65
+Construction Worker,135190,10,Master's,0.15,0.83,0.73,High,0.72,0.16,0.7,0.69,0.46,0.14,0.31,0.32,0.7,0.11
+Lawyer,81747,21,High School,0.48,0.77,0.45,Medium,0.35,0.06,0.47,0.99,0.3,0.74,0.55,0.33,0.09,0.22
+Customer Support,131809,2,High School,0.28,0.64,0.78,High,0.58,0.7,0.39,0.5,0.45,0.01,0.4,0.59,0.57,0.75
+Retail Worker,145070,14,Master's,0.28,0.76,0.82,High,0.73,0.09,0.95,0.54,0.31,0.69,0.04,0.48,0.49,0.16
+Security Guard,98688,8,Master's,0.8,0.65,0.79,High,0.1,0.85,0.32,0.44,0.32,0.31,0.75,0.75,0.52,0.66
+Security Guard,53545,7,Bachelor's,0.03,0.57,0.8,High,0.75,0.91,0.03,0.37,0.22,0.82,0.85,0.21,0.71,0.73
+Software Engineer,138322,14,PhD,0.43,1.12,0.31,Medium,0.4,0.15,0.54,0.84,0.52,0.04,0.03,0.61,0.33,0.57
+Marketing Manager,37965,2,PhD,0.78,1.36,0.66,Medium,0.3,0.66,0.28,0.76,0.12,0.76,0.44,0.86,0.74,0.38
+Mechanic,52546,18,PhD,0.28,1.47,0.61,Medium,0.99,0.05,0.27,0.74,0.92,0.03,0.0,0.26,0.85,0.77
+Research Scientist,57774,12,Bachelor's,0.0,1.05,0.11,Low,0.75,0.45,0.68,0.85,0.54,0.34,0.77,0.27,0.89,0.07
+Nurse,113394,0,Bachelor's,0.09,0.56,0.14,Low,0.96,0.98,0.2,0.15,0.35,0.34,0.76,0.44,0.78,0.75
+Nurse,40002,10,PhD,0.83,0.7,0.09,Low,0.75,0.24,0.0,0.91,0.62,0.44,0.73,0.33,0.95,0.07
+Research Scientist,107365,22,PhD,0.78,0.97,0.24,Low,0.93,0.74,0.31,0.56,0.91,0.45,0.68,0.47,0.12,0.06
+Retail Worker,44833,18,Bachelor's,0.61,0.6,0.91,High,0.52,0.77,0.13,0.91,0.59,0.74,0.03,0.32,0.27,0.95
+UX Researcher,52844,24,Master's,0.71,0.54,0.38,Medium,0.34,0.79,0.79,0.95,0.92,0.08,0.83,0.45,0.87,0.09
+HR Specialist,95265,6,High School,0.16,0.83,0.31,Medium,0.12,0.45,0.82,0.77,0.24,0.15,0.39,0.88,0.09,0.54
+Data Scientist,35725,9,Master's,0.47,0.63,0.33,Medium,0.19,0.26,0.28,0.65,0.05,0.08,0.19,0.87,0.63,0.73
+Security Guard,33573,21,Bachelor's,0.21,0.54,0.82,High,0.57,0.9,0.88,0.42,0.42,0.16,0.26,0.93,0.14,0.97
+Retail Worker,65744,19,Bachelor's,0.9,1.18,0.85,High,0.71,0.83,0.88,0.64,0.89,0.54,0.28,0.88,0.54,0.91
+Retail Worker,58672,12,Bachelor's,0.4,1.45,0.76,High,0.94,0.95,0.88,0.56,0.65,0.87,0.78,0.63,0.98,0.69
+Software Engineer,107831,23,Master's,0.06,0.64,0.48,Medium,0.38,0.78,0.16,0.98,0.32,0.43,0.27,0.58,0.06,0.15
+Teacher,69215,7,Master's,0.19,0.74,0.25,Low,0.09,0.44,0.02,0.35,0.7,0.09,0.89,0.91,0.1,0.99
+Research Scientist,88769,5,Master's,0.08,0.51,0.15,Low,0.63,0.33,0.84,0.72,0.35,0.73,0.94,0.09,0.31,0.46
+Nurse,48408,9,High School,0.54,0.8,0.22,Low,0.65,0.58,0.11,0.48,0.36,0.49,0.92,0.48,0.01,0.44
+HR Specialist,34286,3,PhD,0.82,0.75,0.47,Medium,0.65,0.16,0.74,0.69,0.54,0.57,0.11,0.44,0.09,0.31
+Customer Support,86153,11,Master's,0.57,1.24,0.84,High,0.19,0.59,0.76,0.14,0.82,0.56,0.0,0.52,0.4,0.3
+Doctor,102944,6,High School,0.9,1.26,0.26,Low,0.91,0.91,0.11,0.46,0.0,0.51,0.92,0.2,0.64,0.64
+Doctor,92845,22,High School,0.24,0.96,0.1,Low,0.58,0.48,0.52,0.13,0.52,0.05,0.88,0.34,0.86,0.7
+Doctor,145429,14,Bachelor's,0.17,0.52,0.1,Low,0.54,0.48,0.5,0.25,0.69,0.7,0.36,0.88,0.64,0.71
+Teacher,144621,5,High School,0.0,1.37,0.26,Low,0.12,0.37,0.66,0.65,0.86,0.14,0.43,0.1,0.39,0.02
+Construction Worker,110174,4,Bachelor's,0.53,1.35,0.71,High,0.23,0.26,0.39,0.8,0.39,0.2,0.06,0.08,0.76,0.44
+HR Specialist,95951,3,High School,0.68,0.64,0.36,Medium,0.76,0.72,0.38,0.08,0.01,0.29,0.01,0.23,0.42,0.12
+Financial Analyst,132255,20,Bachelor's,0.92,0.61,0.38,Medium,0.99,0.02,0.51,0.52,0.26,0.66,0.94,0.45,0.75,0.65
+Teacher,77052,22,High School,0.05,1.24,0.14,Low,0.22,0.95,0.77,0.96,0.26,0.84,0.61,0.98,0.95,0.97
+Truck Driver,98324,21,PhD,0.01,1.24,0.77,High,0.71,0.98,0.04,0.57,0.73,0.25,0.23,0.06,0.09,0.66
+Software Engineer,127204,15,Bachelor's,0.03,1.47,0.56,Medium,0.52,0.27,0.66,0.36,0.7,0.68,0.09,0.91,0.49,0.39
+Data Scientist,106489,11,High School,0.44,1.22,0.56,Medium,0.17,0.99,0.46,0.39,0.92,0.53,0.71,0.85,0.24,0.17
+Chef,138906,2,PhD,0.9,0.7,0.42,Medium,0.29,0.3,0.67,0.95,0.33,0.41,0.77,0.43,0.93,0.5
+Customer Support,105477,19,Bachelor's,0.97,0.93,0.76,High,0.18,1.0,0.75,0.41,0.83,0.55,0.32,0.74,0.75,0.5
+Graphic Designer,128103,21,Bachelor's,0.08,1.29,0.63,Medium,0.68,0.84,0.72,0.9,0.15,0.39,0.46,0.3,0.73,0.91
+Lawyer,58401,4,High School,0.94,1.02,0.51,Medium,0.6,0.27,0.38,0.55,0.94,0.64,0.33,0.01,0.98,0.49
+Security Guard,109870,14,Master's,0.55,1.11,0.88,High,0.32,0.7,0.53,0.67,0.84,0.18,0.61,0.05,0.1,0.67
+AI Engineer,93560,21,PhD,0.6,0.72,0.13,Low,0.13,0.25,0.82,0.64,0.95,0.05,0.79,0.7,0.26,0.73
+Teacher,143114,15,High School,0.46,1.19,0.16,Low,0.34,0.47,0.9,0.38,0.4,0.61,0.75,0.73,0.02,0.69
+HR Specialist,128960,7,Master's,0.52,1.06,0.59,Medium,0.83,0.65,0.56,0.37,0.14,0.96,0.46,0.57,0.75,0.07
+Chef,30125,14,PhD,0.8,1.27,0.31,Medium,0.53,0.05,0.55,0.72,0.12,0.69,0.45,0.81,0.53,0.34
+Software Engineer,121703,15,Master's,0.9,0.95,0.46,Medium,0.04,0.36,0.85,0.76,0.22,0.41,0.2,0.95,0.6,0.75
+Chef,40736,25,Bachelor's,0.87,1.45,0.31,Medium,0.98,0.87,0.38,0.84,0.74,0.79,0.22,0.65,0.03,0.85
+Lawyer,131709,25,High School,0.66,1.01,0.59,Medium,0.33,0.63,0.72,0.14,0.14,0.72,0.43,0.89,0.31,0.04
+Data Scientist,48050,29,Bachelor's,0.68,1.05,0.57,Medium,0.52,0.69,0.04,0.37,0.21,0.1,0.23,0.19,0.97,0.29
+Doctor,38338,20,PhD,0.83,0.92,0.16,Low,0.44,0.42,0.33,0.29,0.88,0.16,0.18,0.57,0.34,0.42
+HR Specialist,80382,22,High School,0.87,1.23,0.6,Medium,1.0,0.8,0.83,0.95,0.15,0.5,0.58,0.33,0.84,0.76
+Data Scientist,147511,0,High School,1.0,0.76,0.59,Medium,0.55,0.31,0.16,0.9,0.6,0.82,0.55,0.22,0.34,0.38
+Software Engineer,46791,4,Bachelor's,0.01,1.49,0.69,Medium,1.0,0.48,0.96,0.4,0.03,0.22,0.95,0.01,0.55,0.08
+UX Researcher,114300,16,Master's,0.09,1.36,0.54,Medium,0.9,0.69,0.97,0.51,0.64,0.58,0.48,0.85,0.64,0.8
+Security Guard,105165,6,Bachelor's,0.41,0.66,0.83,High,0.29,0.21,0.59,0.92,0.84,0.18,0.77,0.23,0.29,0.92
+Customer Support,68180,29,High School,0.17,0.56,0.77,High,0.58,0.88,0.12,0.41,0.27,0.01,0.79,0.81,0.22,0.15
+Nurse,72019,16,Bachelor's,0.72,1.21,0.18,Low,0.78,0.58,0.29,0.73,0.59,0.01,0.9,0.55,0.87,0.88
+Lawyer,117464,9,High School,0.51,0.92,0.48,Medium,0.9,0.79,0.13,0.61,1.0,0.6,0.79,0.77,0.35,0.37
+Construction Worker,100278,28,Master's,0.5,1.07,0.88,High,0.78,0.27,0.15,0.29,0.51,0.34,0.57,0.05,0.51,0.37
+UX Researcher,105073,1,Master's,0.28,1.4,0.37,Medium,0.68,0.92,0.54,0.88,0.12,0.49,0.46,0.01,0.44,0.37
+UX Researcher,35922,23,Bachelor's,1.0,1.45,0.54,Medium,0.14,0.26,0.36,0.87,0.17,0.22,0.35,0.93,0.5,0.65
+Financial Analyst,99915,13,High School,0.19,0.72,0.62,Medium,0.89,0.49,0.36,0.81,0.67,0.04,0.35,0.68,0.57,0.98
+UX Researcher,143868,27,Master's,0.06,1.23,0.43,Medium,0.68,0.62,0.5,0.85,0.71,0.89,0.28,0.35,0.62,0.97
+Mechanic,30318,10,Bachelor's,0.03,0.95,0.52,Medium,0.8,0.73,0.96,0.78,0.3,0.64,0.67,1.0,0.14,0.19
+Lawyer,144148,19,PhD,0.59,0.64,0.56,Medium,0.8,0.43,0.56,0.91,0.57,0.21,0.34,0.53,0.15,0.61
+Financial Analyst,68790,3,PhD,0.65,0.87,0.43,Medium,0.93,0.87,0.47,0.35,0.71,0.31,0.12,0.31,0.43,0.26
+Financial Analyst,102353,6,Bachelor's,0.01,1.13,0.55,Medium,0.19,0.94,0.41,0.03,0.22,0.69,0.2,0.05,0.62,0.52
+Customer Support,50810,16,High School,0.77,1.46,0.71,High,0.04,0.99,0.64,0.72,0.1,0.07,0.16,0.43,0.11,0.45
+Research Scientist,83565,2,High School,0.0,0.61,0.14,Low,0.05,0.13,0.23,0.43,0.71,0.13,0.74,0.86,0.65,0.04
+Research Scientist,74555,2,Bachelor's,0.66,1.48,0.29,Low,0.4,0.62,0.89,0.83,0.48,0.26,0.14,0.49,0.72,0.97
+Retail Worker,110196,17,Master's,0.98,1.35,0.81,High,0.78,0.19,0.56,0.07,0.35,0.23,0.72,0.49,0.75,0.52
+Marketing Manager,133501,10,Bachelor's,0.19,1.22,0.43,Medium,0.33,0.74,0.25,0.9,0.56,0.54,0.26,0.84,0.57,0.16
+HR Specialist,60639,10,Bachelor's,0.2,0.56,0.52,Medium,0.7,1.0,0.36,0.9,0.38,0.69,0.6,0.05,0.08,0.02
+Retail Worker,94414,21,PhD,0.75,0.67,0.85,High,0.29,0.8,0.8,0.78,0.52,0.28,0.81,0.19,0.29,0.18
+Teacher,97963,25,Bachelor's,0.69,1.15,0.15,Low,0.1,0.91,0.51,0.41,0.59,0.19,0.13,0.41,0.23,0.24
+Research Scientist,137020,23,PhD,0.53,0.98,0.22,Low,0.95,0.11,0.83,0.58,0.15,0.3,0.48,0.69,0.24,0.53
+Truck Driver,71941,22,High School,0.45,1.36,0.92,High,0.47,0.97,0.08,0.0,0.38,0.6,0.63,0.48,0.12,0.17
+Retail Worker,54269,1,PhD,0.87,1.17,0.87,High,0.6,0.2,0.43,0.7,0.54,0.02,0.95,0.84,0.26,0.62
+Security Guard,122816,15,Master's,0.1,1.0,0.81,High,0.41,0.84,0.38,0.06,0.07,0.04,0.41,0.72,0.2,0.65
+Data Scientist,97500,23,Master's,0.26,1.1,0.57,Medium,0.47,0.34,0.62,0.98,0.43,0.39,0.46,0.08,0.55,0.33
+Lawyer,129626,11,Bachelor's,0.47,0.5,0.46,Medium,0.11,0.02,0.82,0.92,0.21,0.54,0.28,0.49,0.44,0.27
+Financial Analyst,95107,9,Bachelor's,0.13,0.55,0.61,Medium,0.67,0.5,0.47,0.5,0.44,0.39,0.5,0.53,0.69,0.71
+Security Guard,49638,16,High School,0.41,0.87,0.83,High,0.45,0.89,0.7,0.9,0.71,0.97,0.64,0.96,0.16,0.05
+Data Scientist,131471,4,Master's,0.98,0.92,0.38,Medium,0.52,0.65,0.32,0.71,0.98,0.9,0.29,0.33,0.37,0.39
+Data Scientist,65319,25,High School,0.76,0.87,0.65,Medium,0.93,0.02,0.99,0.71,0.52,0.39,0.52,0.32,0.62,0.09
+Security Guard,46029,14,Master's,0.2,1.19,0.75,High,0.56,0.65,0.9,0.45,0.78,0.17,0.16,0.52,0.6,0.63
+AI Engineer,62380,2,Master's,0.29,1.12,0.1,Low,0.22,0.07,0.75,0.51,0.24,0.56,0.35,0.84,0.53,0.03
+HR Specialist,108966,4,Bachelor's,0.07,1.2,0.47,Medium,0.25,0.68,0.13,0.86,0.25,0.36,0.63,0.0,0.47,0.89
+Financial Analyst,142692,27,PhD,0.39,1.16,0.67,Medium,0.19,0.53,0.23,0.85,0.72,0.8,0.94,0.23,0.05,0.29
+Customer Support,33518,6,PhD,0.89,1.49,0.84,High,0.77,0.86,0.7,0.04,0.16,0.07,0.01,0.31,0.39,0.24
+Software Engineer,49098,6,Master's,0.2,0.64,0.43,Medium,0.58,0.6,0.59,0.12,0.6,0.41,0.9,0.91,0.77,0.7
+Construction Worker,130992,4,PhD,0.08,1.34,0.81,High,0.45,0.85,0.62,0.18,0.21,0.01,0.71,0.49,0.95,0.71
+Software Engineer,43950,2,PhD,0.16,1.0,0.67,Medium,0.25,0.83,0.31,0.27,0.9,0.05,0.66,0.04,0.8,0.83
+Financial Analyst,96603,24,High School,0.19,0.62,0.5,Medium,0.27,0.61,0.51,0.14,0.74,0.8,0.96,0.4,0.34,0.19
+Nurse,106831,23,Master's,0.32,1.48,0.07,Low,0.26,0.09,0.27,0.09,0.51,0.44,0.17,0.17,0.63,0.39
+Retail Worker,81850,22,High School,0.92,0.9,0.85,High,0.89,0.4,0.82,0.91,0.17,0.89,0.12,0.28,0.81,0.9
+Nurse,142697,16,PhD,0.1,1.02,0.19,Low,0.28,0.99,0.34,0.21,0.11,0.38,0.69,0.23,0.77,0.14
+Marketing Manager,63158,18,High School,0.7,0.64,0.54,Medium,0.8,0.6,0.51,0.84,0.99,0.18,0.69,0.08,0.04,0.28
+Truck Driver,43065,18,PhD,0.55,0.77,0.73,High,0.92,0.36,0.31,0.86,0.6,0.17,0.42,0.93,0.9,0.07
+Construction Worker,53115,16,Master's,0.89,0.97,0.91,High,0.33,0.34,0.9,0.43,0.79,0.24,0.95,0.57,0.76,0.09
+Financial Analyst,111462,0,Bachelor's,0.9,1.38,0.32,Medium,0.3,0.44,0.17,0.73,0.18,0.35,0.66,0.48,0.74,0.96
+Retail Worker,30234,18,PhD,0.71,0.73,0.8,High,0.03,0.14,0.32,0.34,0.9,0.74,0.97,0.6,0.24,0.33
+Software Engineer,80262,17,High School,0.33,1.17,0.51,Medium,0.39,0.15,0.02,0.22,0.11,0.79,0.11,0.72,0.39,0.07
+AI Engineer,100529,27,Bachelor's,0.58,0.74,0.27,Low,0.05,0.2,0.75,0.71,0.29,0.06,0.86,0.31,0.2,0.52
+Chef,72563,6,PhD,0.04,1.27,0.53,Medium,0.43,0.74,0.97,0.23,0.14,0.91,0.67,0.44,0.57,0.75
+Lawyer,122983,27,Master's,0.92,0.93,0.42,Medium,0.64,0.42,0.59,0.42,0.15,0.47,0.69,0.8,0.49,0.17
+AI Engineer,93815,3,High School,0.79,0.91,0.22,Low,0.51,0.24,0.8,0.08,0.52,0.21,0.07,0.5,0.5,0.71
+Graphic Designer,58385,3,High School,0.07,1.11,0.32,Medium,0.65,0.12,0.95,0.86,0.02,0.78,0.64,0.5,0.6,0.68
+Software Engineer,148297,29,Bachelor's,0.77,1.08,0.63,Medium,0.99,0.3,0.12,0.73,0.98,0.12,0.43,0.06,0.78,0.95
+Marketing Manager,35289,19,High School,0.41,1.41,0.35,Medium,0.89,0.39,0.56,0.53,0.62,0.94,0.95,0.83,0.19,0.33
+Construction Worker,35877,0,Master's,0.91,1.02,0.94,High,0.98,0.6,0.88,1.0,0.85,0.66,0.85,0.08,0.63,0.22
+Data Scientist,52761,0,Master's,0.89,1.14,0.4,Medium,0.39,0.97,0.86,0.02,0.98,0.37,0.7,0.71,0.91,0.89
+Retail Worker,123758,18,Master's,0.64,0.89,0.83,High,0.55,0.4,0.46,0.21,0.61,0.76,0.43,0.98,0.06,0.59
+Graphic Designer,86366,2,High School,0.04,0.72,0.66,Medium,0.54,0.44,0.42,0.89,0.37,0.86,0.31,0.53,0.14,0.83
+UX Researcher,85652,22,Master's,0.53,0.53,0.49,Medium,0.23,0.41,0.86,0.77,0.24,0.98,0.9,0.53,0.53,0.9
+Software Engineer,55286,23,PhD,0.28,1.28,0.57,Medium,0.6,0.19,0.22,0.05,0.24,0.35,0.83,0.37,0.75,0.44
+Graphic Designer,104041,19,High School,0.98,0.74,0.64,Medium,0.62,0.82,0.65,0.42,0.23,0.07,0.54,0.99,0.74,0.33
+Doctor,140998,9,High School,0.77,0.78,0.05,Low,0.12,0.88,0.84,0.3,0.29,0.79,0.94,0.78,0.61,0.24
+HR Specialist,122743,20,Master's,0.23,1.31,0.45,Medium,0.83,0.38,0.82,0.33,0.44,0.62,0.07,0.95,0.57,0.51
+Nurse,64303,17,Bachelor's,0.87,1.02,0.28,Low,0.06,0.11,0.6,0.35,0.46,0.33,0.4,0.82,0.59,1.0
+AI Engineer,89977,3,Master's,0.27,0.76,0.13,Low,0.84,0.03,0.23,0.9,0.64,0.23,0.22,0.86,0.89,0.26
+Software Engineer,67133,19,Bachelor's,0.83,1.27,0.63,Medium,0.52,0.91,0.33,0.16,0.71,0.54,0.85,0.08,0.84,0.29
+Graphic Designer,70680,19,Master's,0.04,1.11,0.59,Medium,0.37,0.22,0.54,0.83,0.32,0.25,0.28,0.95,0.36,0.0
+Construction Worker,47013,16,High School,0.7,0.63,0.95,High,0.61,0.5,0.38,0.9,0.24,0.29,0.12,0.76,0.6,0.61
+Graphic Designer,139982,26,Bachelor's,0.65,1.27,0.44,Medium,0.8,0.35,0.76,0.03,0.55,0.97,0.98,0.28,0.44,0.06
+Lawyer,114935,22,PhD,0.6,0.68,0.36,Medium,0.0,0.94,0.83,0.08,0.6,0.23,0.26,0.87,0.11,0.6
+Customer Support,74741,12,PhD,0.19,0.95,0.94,High,0.78,0.13,0.85,0.94,0.28,0.33,0.13,0.34,0.67,0.27
+Doctor,114153,20,High School,0.34,0.95,0.19,Low,0.68,0.06,0.47,0.27,0.95,0.36,0.1,0.04,0.27,0.18
+Construction Worker,113110,11,High School,0.85,0.81,0.84,High,0.73,0.4,0.07,0.23,0.88,0.82,0.09,0.22,0.77,0.49
+Truck Driver,108596,9,Bachelor's,0.21,1.45,0.9,High,0.2,0.56,0.11,0.36,0.66,0.33,0.66,0.24,0.72,0.36
+Marketing Manager,94274,10,PhD,0.14,0.86,0.49,Medium,0.42,0.43,0.44,0.99,0.19,0.77,0.55,0.41,0.63,0.85
+Marketing Manager,135649,11,PhD,0.86,0.59,0.56,Medium,0.33,0.39,0.57,0.48,0.38,0.31,0.62,0.51,0.32,0.2
+Doctor,131433,10,High School,0.8,0.71,0.12,Low,0.24,0.88,0.77,0.07,0.83,0.04,0.25,0.92,0.86,0.78
+Chef,148962,27,Bachelor's,0.32,1.38,0.56,Medium,0.3,0.46,0.88,0.9,0.66,0.73,0.04,0.6,0.69,0.02
+Construction Worker,104901,5,Master's,0.93,0.74,0.91,High,0.67,0.58,0.84,0.29,0.79,0.31,0.79,0.45,0.12,0.38
+Teacher,44133,27,Bachelor's,0.1,0.61,0.25,Low,0.88,0.93,0.85,0.83,0.07,0.79,0.78,0.13,0.66,0.45
+Research Scientist,114293,11,High School,0.7,1.45,0.08,Low,0.04,0.97,0.08,0.39,0.65,0.88,0.25,0.03,0.52,0.47
+AI Engineer,66155,9,PhD,0.87,1.25,0.26,Low,0.16,0.69,0.98,0.61,0.17,1.0,0.53,0.84,0.15,0.67
+UX Researcher,116070,24,PhD,0.53,0.79,0.35,Medium,0.3,0.35,0.71,0.18,0.11,0.39,0.46,0.63,0.71,0.89
+Nurse,86439,20,Bachelor's,0.53,0.87,0.05,Low,0.58,0.82,0.04,0.0,0.73,0.68,0.41,0.66,0.95,0.25
+AI Engineer,98500,6,Bachelor's,0.19,1.22,0.14,Low,0.99,0.71,0.37,0.15,0.59,0.29,0.91,0.44,0.29,0.59
+Research Scientist,79887,19,PhD,0.56,0.56,0.2,Low,0.53,0.52,0.68,0.04,0.46,0.44,0.46,0.98,0.14,0.69
+Research Scientist,109880,14,Master's,0.51,1.26,0.09,Low,0.76,0.07,0.48,0.74,0.19,0.77,0.17,0.8,0.47,0.68
+Graphic Designer,105352,4,Master's,0.41,0.73,0.65,Medium,0.16,0.63,0.92,0.67,0.2,0.15,0.25,0.39,0.16,0.8
+Truck Driver,73781,17,PhD,0.94,1.34,0.93,High,0.29,0.57,0.32,0.26,0.61,0.82,0.09,0.28,0.21,0.8
+Teacher,126492,12,High School,0.08,0.88,0.28,Low,0.34,0.71,0.1,0.44,0.5,0.76,0.29,0.26,0.3,0.56
+Marketing Manager,149635,19,PhD,0.83,0.56,0.65,Medium,0.1,0.42,0.77,0.08,0.04,0.33,0.73,0.52,0.42,0.81
+Doctor,99368,19,Master's,0.79,0.96,0.05,Low,0.17,0.74,0.75,0.97,0.19,0.12,0.14,0.18,0.53,0.98
+Security Guard,94344,0,Bachelor's,0.52,1.17,0.72,High,0.82,0.65,0.17,0.63,0.6,0.06,0.27,0.39,0.24,0.24
+Graphic Designer,79223,1,High School,0.47,1.17,0.68,Medium,0.66,0.58,0.85,0.63,0.17,0.31,0.73,0.74,0.99,0.63
+Construction Worker,68907,8,Bachelor's,0.05,1.07,0.93,High,0.29,0.15,0.35,0.79,0.08,0.6,0.14,0.44,0.97,0.2
+Nurse,115733,8,Master's,0.43,1.08,0.12,Low,0.54,0.95,0.31,0.31,0.48,0.52,0.0,0.62,1.0,0.29
+Graphic Designer,80281,6,Bachelor's,0.0,1.1,0.48,Medium,0.53,0.54,0.18,0.77,0.56,0.27,0.94,0.01,0.73,0.38
+Retail Worker,128203,12,Master's,0.29,0.82,0.7,Medium,0.73,0.71,0.65,0.88,0.9,0.56,0.68,0.01,0.85,0.82
+HR Specialist,96416,18,High School,0.54,1.41,0.37,Medium,0.35,0.33,0.36,0.04,0.28,0.29,0.87,0.35,0.45,0.38
+Doctor,59825,21,High School,0.99,1.33,0.19,Low,0.48,0.65,0.33,0.05,0.4,0.98,0.18,0.53,0.01,0.12
+Financial Analyst,42795,8,High School,0.3,1.41,0.46,Medium,0.21,0.55,0.79,0.02,0.51,0.77,0.1,0.9,0.26,0.17
+UX Researcher,127391,14,Bachelor's,0.18,1.18,0.5,Medium,0.11,0.91,0.67,0.55,0.37,0.13,0.71,0.81,0.13,0.49
+Lawyer,87635,16,Bachelor's,0.35,1.29,0.34,Medium,0.21,0.0,0.37,0.29,0.87,0.75,0.08,0.74,0.68,0.28
+Graphic Designer,111115,14,Bachelor's,0.12,0.75,0.63,Medium,0.47,0.92,0.79,0.29,0.85,0.12,0.04,0.61,0.34,0.33
+AI Engineer,87392,26,Master's,0.85,0.82,0.13,Low,0.53,0.65,0.2,0.91,0.65,0.63,0.9,0.91,0.14,0.15
+Security Guard,100143,0,Bachelor's,0.96,1.17,0.8,High,0.68,0.23,1.0,0.43,0.93,0.43,0.93,0.34,0.76,0.95
+Customer Support,94863,8,High School,0.68,0.6,0.82,High,0.89,0.24,0.79,0.68,0.22,0.28,0.43,0.13,0.91,0.74
+HR Specialist,48819,4,High School,0.3,1.19,0.47,Medium,0.23,0.43,0.87,0.07,0.37,0.96,0.01,0.89,0.37,0.19
+Software Engineer,142255,29,Master's,0.07,0.67,0.31,Medium,0.34,0.04,0.69,0.82,0.89,0.55,0.95,0.01,0.13,0.29
+AI Engineer,128664,25,High School,0.89,1.12,0.15,Low,0.67,0.18,0.46,0.51,0.1,0.03,0.75,0.53,0.33,0.44
+AI Engineer,33347,17,Bachelor's,0.38,0.6,0.17,Low,0.65,0.01,0.33,0.39,0.46,0.3,0.67,0.94,0.91,0.66
+UX Researcher,105618,1,Master's,0.83,1.34,0.63,Medium,0.16,0.03,0.98,0.96,0.56,0.99,0.77,0.52,0.39,0.59
+Software Engineer,135309,5,PhD,0.99,0.99,0.63,Medium,0.81,0.07,0.09,0.66,0.26,0.66,0.14,0.4,0.1,0.28
+Nurse,78276,19,Bachelor's,0.97,0.9,0.28,Low,0.97,0.91,0.45,0.78,0.15,0.09,0.88,0.03,0.97,0.67
+Customer Support,145269,27,PhD,0.14,1.22,0.84,High,0.71,0.42,0.07,0.31,0.32,0.01,0.01,0.33,0.73,0.62
+Customer Support,47060,16,Bachelor's,0.6,1.15,0.83,High,0.52,0.37,0.12,0.39,0.35,0.59,0.86,0.38,0.71,0.81
+Customer Support,118307,25,Bachelor's,0.9,0.57,0.93,High,0.16,0.34,0.61,0.91,0.26,0.76,0.71,0.16,0.48,0.48
+Retail Worker,98140,5,Master's,0.78,1.43,0.88,High,0.97,0.05,0.04,0.89,0.9,0.11,0.36,0.84,0.13,0.27
+Retail Worker,145092,25,Master's,0.98,1.3,0.89,High,0.34,0.66,0.11,0.99,0.48,0.64,0.88,0.0,0.98,0.36
+Customer Support,122965,9,Master's,0.15,1.36,0.92,High,0.02,0.06,0.92,0.12,0.62,0.62,0.87,0.57,0.43,0.97
+Retail Worker,138204,22,Bachelor's,0.26,0.58,0.94,High,0.71,0.01,0.7,0.4,0.97,0.28,0.71,0.63,0.01,0.89
+Graphic Designer,138500,15,Bachelor's,0.66,1.28,0.55,Medium,0.1,0.98,0.24,0.63,0.8,0.94,0.6,0.26,0.84,0.16
+Truck Driver,49728,6,Bachelor's,0.91,1.08,0.72,High,0.58,0.15,0.03,0.12,0.78,0.76,0.6,0.21,0.74,0.41
+Lawyer,79108,13,High School,0.42,1.08,0.33,Medium,0.14,0.66,0.52,0.16,0.54,0.91,0.02,0.64,0.07,0.01
+Marketing Manager,114724,20,High School,0.42,1.3,0.41,Medium,0.63,0.41,0.23,0.51,0.8,0.83,0.85,0.34,0.79,0.21
+Marketing Manager,123566,10,High School,0.95,0.51,0.48,Medium,0.65,0.7,0.18,0.97,0.62,0.16,0.02,0.78,0.08,0.14
+Truck Driver,33984,0,Bachelor's,0.6,1.19,0.8,High,0.77,0.97,0.27,0.7,0.93,0.69,0.68,0.22,0.54,0.56
+Chef,140839,16,High School,1.0,0.53,0.33,Medium,0.08,0.74,0.14,0.62,0.32,0.46,0.22,0.87,0.59,0.94
+Marketing Manager,78481,1,High School,0.12,0.67,0.7,Medium,0.73,0.05,0.7,0.41,0.31,0.15,0.84,0.06,0.29,0.31
+Financial Analyst,101343,10,Bachelor's,0.51,0.51,0.42,Medium,0.93,0.31,0.36,0.47,0.56,0.81,0.19,0.87,0.76,0.72
+Research Scientist,84034,26,Master's,0.02,1.09,0.27,Low,0.58,0.21,0.09,0.7,0.72,0.17,0.03,0.41,0.58,0.71
+Mechanic,66419,17,Master's,0.35,0.87,0.38,Medium,0.96,0.46,0.57,0.45,0.25,0.81,0.03,0.69,0.59,0.14
+Graphic Designer,79357,4,High School,0.66,0.81,0.41,Medium,0.06,0.77,0.88,0.82,0.47,0.53,0.24,0.17,0.82,0.8
+Nurse,99064,7,Bachelor's,0.46,1.36,0.28,Low,0.33,0.22,0.46,0.18,0.88,0.34,0.58,0.59,0.51,0.16
+HR Specialist,44280,2,Bachelor's,0.17,1.25,0.62,Medium,0.15,0.93,0.49,0.63,0.64,0.5,0.14,0.75,0.58,0.12
+Construction Worker,49691,26,Master's,0.7,1.05,0.72,High,0.35,0.05,0.48,0.91,0.0,0.27,0.8,0.01,0.01,0.61
+Data Scientist,95234,4,Bachelor's,0.78,1.28,0.44,Medium,0.88,0.01,0.31,0.34,0.17,0.34,0.59,0.52,0.32,0.75
+Graphic Designer,63783,2,High School,0.41,1.0,0.63,Medium,0.82,0.8,0.1,0.8,0.12,0.12,0.95,0.82,0.55,0.87
+HR Specialist,95609,26,High School,0.61,1.11,0.6,Medium,0.23,0.17,0.76,0.34,0.14,0.31,0.36,0.97,0.7,0.53
+Marketing Manager,34590,20,PhD,0.9,1.01,0.66,Medium,0.4,0.23,0.23,0.66,0.5,0.66,0.69,0.02,0.05,0.53
+Financial Analyst,141463,18,Master's,0.63,1.05,0.53,Medium,0.3,0.64,0.83,1.0,0.84,0.56,0.19,0.68,0.94,0.21
+Truck Driver,90891,22,Bachelor's,0.15,1.24,0.8,High,0.06,0.87,0.56,0.33,0.34,0.29,0.46,0.34,0.55,0.77
+Data Scientist,127976,9,High School,0.29,1.03,0.64,Medium,0.07,0.08,0.56,0.64,0.21,0.75,0.65,0.92,0.17,0.75
+Security Guard,137046,19,Master's,0.57,1.05,0.8,High,0.84,0.0,0.52,0.22,0.74,0.04,0.83,0.84,0.83,0.15
+Doctor,51058,25,PhD,0.01,1.35,0.23,Low,0.53,0.73,0.09,0.53,0.29,0.97,0.86,0.73,0.93,0.35
+Customer Support,34258,26,Master's,0.33,1.23,0.88,High,0.02,0.36,0.02,1.0,0.12,0.54,0.79,0.2,0.49,0.61
+Truck Driver,107273,28,PhD,0.78,0.8,0.75,High,0.56,0.41,0.92,0.88,0.48,0.36,0.33,0.27,0.54,0.8
+Nurse,144365,15,PhD,0.19,0.98,0.07,Low,0.7,0.52,0.5,0.3,0.9,0.09,0.87,0.38,0.88,0.73
+Financial Analyst,91146,21,Bachelor's,0.83,1.18,0.31,Medium,0.13,0.64,0.66,0.75,0.72,0.66,0.77,0.58,0.26,0.91
+Graphic Designer,139759,20,PhD,0.37,1.23,0.47,Medium,0.02,0.07,0.65,0.96,0.55,0.51,0.32,0.26,0.02,0.27
+Construction Worker,89087,16,Master's,0.2,0.59,0.88,High,0.89,0.94,0.62,0.05,0.74,0.11,0.67,0.78,0.73,0.95
+Chef,105692,0,PhD,0.69,0.76,0.67,Medium,0.18,0.9,0.31,0.13,0.83,0.0,0.83,0.26,0.88,0.69
+HR Specialist,94930,26,High School,0.37,0.56,0.63,Medium,0.17,0.37,0.6,0.48,0.2,0.14,0.12,0.86,0.03,0.98
+Doctor,80852,23,PhD,0.11,1.08,0.07,Low,0.6,0.85,0.05,0.8,0.39,0.16,0.18,0.92,0.11,0.87
+Financial Analyst,135857,4,High School,0.04,0.96,0.63,Medium,0.73,0.49,0.86,0.12,0.91,0.85,0.71,0.82,0.54,0.68
+AI Engineer,118816,24,Master's,0.36,1.07,0.11,Low,0.44,0.28,0.12,0.32,0.85,0.38,0.75,0.18,0.42,0.11
+Data Scientist,73906,21,PhD,0.62,1.11,0.39,Medium,0.47,0.86,0.17,0.02,0.65,0.05,0.98,0.61,0.47,0.43
+Research Scientist,79723,23,Master's,0.09,1.43,0.21,Low,0.18,0.56,0.13,0.02,0.63,0.65,0.58,0.18,0.6,0.06
+Nurse,98457,21,Master's,0.55,1.16,0.27,Low,0.85,0.98,0.98,0.77,0.96,0.87,0.73,0.08,0.05,0.84
+HR Specialist,35659,1,High School,0.81,0.81,0.46,Medium,0.7,0.92,0.09,0.86,0.79,0.32,0.36,0.05,0.02,0.48
+Doctor,114295,10,Master's,0.19,1.35,0.19,Low,0.63,0.19,0.83,0.87,0.52,0.91,0.84,0.73,0.73,0.11
+Doctor,128989,16,High School,0.07,0.51,0.09,Low,0.88,0.24,0.97,0.6,0.24,0.5,0.22,0.98,0.85,0.03
+HR Specialist,125011,4,High School,0.72,0.58,0.57,Medium,0.65,0.22,0.76,0.09,0.49,0.01,0.97,0.75,0.16,0.34
+Research Scientist,70372,24,Bachelor's,0.77,0.56,0.26,Low,0.94,0.68,0.21,0.36,0.48,0.6,0.67,0.55,0.35,0.89
+Lawyer,37203,28,High School,0.47,1.28,0.32,Medium,0.71,0.82,0.66,0.01,0.18,0.34,0.23,0.96,0.65,0.3
+Marketing Manager,72928,8,High School,0.74,0.78,0.45,Medium,0.2,0.97,0.52,0.9,0.35,0.86,0.05,0.98,0.91,0.36
+UX Researcher,42568,3,PhD,0.75,1.4,0.42,Medium,0.47,0.86,0.78,0.39,0.85,0.05,0.78,0.21,0.29,0.49
+Data Scientist,147982,28,Bachelor's,0.52,1.04,0.43,Medium,0.18,0.77,0.4,0.51,0.64,0.91,0.71,0.05,0.84,0.99
+Software Engineer,81011,0,PhD,0.97,1.05,0.48,Medium,0.33,0.66,0.23,0.1,0.03,0.29,0.4,0.55,0.29,0.98
+Data Scientist,148691,1,PhD,0.44,0.6,0.4,Medium,0.05,0.56,0.75,0.2,0.37,0.02,0.84,0.78,0.06,0.36
+UX Researcher,139014,10,PhD,0.39,1.03,0.44,Medium,0.6,0.98,1.0,0.77,0.4,0.49,0.36,0.99,0.71,0.45
+Chef,111164,28,Master's,0.34,1.25,0.62,Medium,0.25,0.54,0.53,0.42,0.23,0.7,0.25,0.91,0.53,0.87
+Data Scientist,37529,21,Bachelor's,0.81,0.61,0.61,Medium,0.39,0.47,0.17,0.02,0.67,0.59,0.62,0.26,0.24,0.83
+Doctor,125707,1,Master's,0.34,1.14,0.26,Low,0.89,0.01,0.81,0.35,0.72,0.37,0.61,0.65,0.4,0.51
+Chef,139633,23,PhD,0.48,0.51,0.31,Medium,0.66,0.85,0.79,0.31,0.47,0.23,0.99,0.26,0.42,0.68
+AI Engineer,75477,2,PhD,0.05,0.8,0.19,Low,0.62,0.07,0.66,0.53,0.83,0.22,0.2,0.79,0.7,0.79
+Teacher,84756,28,PhD,0.1,0.78,0.12,Low,0.93,0.49,0.11,0.29,0.87,0.85,0.9,0.39,0.64,0.28
+Teacher,67309,12,High School,0.02,0.72,0.2,Low,0.9,0.13,0.92,0.35,0.43,0.36,0.41,0.26,0.7,0.76
+Research Scientist,130043,20,Master's,0.34,1.26,0.21,Low,0.96,0.42,0.99,0.74,0.78,0.03,0.5,0.53,0.04,0.31
+UX Researcher,101880,10,PhD,0.43,0.69,0.51,Medium,0.03,0.52,0.59,0.36,0.76,0.14,0.88,0.96,0.0,0.84
+UX Researcher,37011,4,Master's,0.46,0.74,0.48,Medium,0.95,0.21,0.18,0.24,0.55,0.93,0.57,0.24,0.44,0.39
+Security Guard,89658,0,Master's,0.73,1.43,0.89,High,0.44,0.15,0.81,0.46,0.08,0.72,0.29,0.05,0.9,0.48
+Construction Worker,99720,27,PhD,0.72,1.39,0.7,Medium,0.69,0.77,0.21,0.49,0.09,0.75,0.85,0.11,0.82,0.77
+Chef,115934,13,PhD,0.69,0.5,0.67,Medium,0.55,0.62,0.66,0.56,0.86,0.61,0.91,0.58,0.17,0.91
+Teacher,104713,13,High School,0.7,1.49,0.07,Low,0.43,0.24,0.63,0.81,0.97,0.45,0.79,0.92,0.68,0.24
+Retail Worker,51622,12,High School,0.97,1.49,0.86,High,0.89,0.2,0.25,0.95,0.14,0.19,0.42,0.59,0.6,0.29
+Research Scientist,118635,10,PhD,0.92,0.89,0.16,Low,0.7,0.66,0.38,0.41,0.35,0.24,0.46,0.69,0.74,0.78
+Security Guard,58645,18,Bachelor's,0.76,0.51,0.82,High,0.79,0.63,0.47,0.64,0.91,0.57,0.8,0.98,0.71,0.57
+Graphic Designer,74511,14,PhD,0.37,1.07,0.62,Medium,0.44,0.96,0.27,0.74,0.42,0.49,0.8,0.3,0.1,0.52
+HR Specialist,101013,19,Bachelor's,0.8,1.47,0.32,Medium,0.59,0.68,0.99,0.94,0.71,0.52,0.16,0.38,0.59,0.73
+Marketing Manager,131277,18,Master's,0.71,0.93,0.59,Medium,0.14,0.16,0.16,0.89,0.08,0.8,0.23,0.47,0.92,0.59
+Financial Analyst,47881,28,Bachelor's,0.28,1.42,0.47,Medium,0.59,0.46,0.38,0.22,0.69,0.72,0.27,0.79,0.85,0.92
+Software Engineer,109741,18,Bachelor's,0.3,1.36,0.38,Medium,0.0,0.87,0.33,0.41,0.45,0.85,0.34,0.89,0.62,0.53
+Customer Support,126509,11,PhD,0.24,1.12,0.81,High,0.91,0.49,0.51,0.42,0.79,0.42,0.27,0.86,0.6,0.59
+Financial Analyst,85308,18,Bachelor's,0.72,0.81,0.31,Medium,0.81,0.13,0.72,0.08,0.38,0.06,0.52,0.65,0.17,0.37
+Truck Driver,41467,7,Master's,0.44,1.3,0.93,High,0.97,0.9,0.32,0.96,0.81,0.84,0.02,0.95,0.78,0.77
+Software Engineer,82762,8,High School,0.23,1.46,0.5,Medium,0.4,0.84,0.09,0.42,0.38,0.35,0.31,0.21,0.17,0.64
+Financial Analyst,125711,14,PhD,0.51,0.8,0.36,Medium,0.83,0.97,0.35,0.29,0.6,0.78,0.46,0.63,0.72,0.96
+Chef,131011,4,High School,0.27,0.79,0.32,Medium,0.29,0.06,0.96,0.62,0.17,0.12,0.37,0.31,0.28,0.47
+HR Specialist,36588,14,Bachelor's,0.54,0.81,0.5,Medium,0.22,0.05,0.78,0.64,0.34,0.05,0.87,0.17,0.93,0.48
+Mechanic,133768,0,High School,0.74,1.38,0.45,Medium,0.41,0.43,0.92,0.69,0.25,0.18,0.23,0.26,0.23,0.66
+Lawyer,149170,22,High School,0.39,1.13,0.42,Medium,0.07,0.08,0.13,0.84,0.66,0.06,0.39,0.28,0.58,0.52
+Construction Worker,91860,15,High School,0.31,0.64,0.89,High,0.88,0.94,0.06,0.74,0.73,0.95,0.25,0.74,0.05,0.63
+Teacher,106206,21,Master's,0.77,1.36,0.14,Low,0.53,0.12,0.42,0.36,0.18,0.89,0.15,0.64,0.89,0.91
+Customer Support,145155,0,Master's,0.18,1.32,0.77,High,0.92,0.71,0.79,0.09,0.58,0.82,0.86,0.03,0.94,0.04
+Research Scientist,101812,24,Master's,0.58,0.59,0.18,Low,0.05,0.29,0.45,0.53,0.98,0.98,0.1,0.54,0.82,0.24
+UX Researcher,89199,15,Bachelor's,0.88,1.16,0.43,Medium,0.92,0.88,0.72,0.36,0.79,0.32,0.25,0.52,1.0,0.8
+Teacher,141176,2,Bachelor's,0.45,0.81,0.26,Low,0.57,0.81,0.49,0.75,0.87,0.39,0.01,0.25,0.91,0.69
+Software Engineer,53983,18,High School,0.33,1.2,0.56,Medium,0.18,0.97,0.35,0.33,0.37,0.09,0.62,0.24,0.8,0.39
+Customer Support,35807,16,Master's,0.65,1.26,0.76,High,0.97,0.62,0.01,0.42,0.44,0.81,0.31,0.33,0.07,0.28
+Mechanic,82546,25,High School,0.63,0.58,0.35,Medium,0.38,0.74,0.83,0.01,0.33,0.42,0.91,0.5,0.27,0.39
+Graphic Designer,40987,16,PhD,0.67,0.54,0.46,Medium,0.65,0.28,0.59,0.36,0.76,0.06,0.92,0.17,0.16,0.84
+Research Scientist,116856,12,PhD,0.09,1.41,0.12,Low,0.62,0.07,0.38,0.45,0.6,0.53,0.46,0.96,0.19,0.16
+Software Engineer,71397,15,High School,0.07,0.98,0.49,Medium,0.31,0.93,0.28,0.29,0.23,0.15,0.36,0.68,0.74,0.81
+Security Guard,45456,20,High School,0.04,1.47,0.7,Medium,0.96,0.83,0.91,0.39,0.2,0.61,0.74,0.13,0.8,0.21
+Graphic Designer,66911,11,High School,0.86,0.69,0.4,Medium,0.06,0.15,0.15,0.2,0.29,0.81,0.92,0.41,0.13,0.22
+Retail Worker,34852,19,High School,0.08,1.03,0.9,High,0.08,0.89,0.58,0.95,0.15,0.99,0.64,0.57,0.52,0.02
+Data Scientist,42705,27,Bachelor's,0.64,0.59,0.31,Medium,0.05,0.61,0.61,0.5,0.31,0.53,0.52,0.02,0.28,0.05
+Nurse,65495,23,PhD,0.73,1.5,0.13,Low,0.88,0.6,0.45,0.22,0.74,0.9,0.24,0.18,0.7,0.98
+Truck Driver,99282,2,Master's,0.28,0.92,0.8,High,0.85,0.77,0.59,0.27,0.94,0.65,0.97,0.58,0.82,0.81
+Software Engineer,107275,19,Master's,0.96,0.52,0.61,Medium,0.97,0.34,0.65,0.56,0.76,0.87,0.6,0.82,0.31,0.23
+Financial Analyst,45573,2,High School,0.68,0.69,0.57,Medium,0.39,0.8,0.04,0.67,0.65,0.94,0.71,0.8,0.9,0.68
+Graphic Designer,128853,20,Bachelor's,0.87,1.25,0.47,Medium,0.71,0.87,0.98,0.95,0.33,0.42,0.11,0.25,0.88,0.36
+UX Researcher,65314,24,Master's,0.67,1.28,0.37,Medium,0.3,0.45,0.36,0.98,0.83,0.48,0.88,0.35,0.79,0.22
+Doctor,88826,6,PhD,0.46,0.61,0.12,Low,0.4,0.75,0.07,0.66,0.72,0.65,0.76,0.18,0.59,0.94
+Truck Driver,53449,17,Master's,0.61,1.24,0.78,High,0.7,0.92,0.01,0.87,0.22,0.46,0.85,0.82,0.89,0.94
+Marketing Manager,87564,27,PhD,0.66,0.89,0.44,Medium,0.43,0.74,0.5,0.81,0.75,0.02,0.63,0.44,0.46,0.82
+Research Scientist,32405,3,Master's,0.89,1.21,0.19,Low,0.75,0.04,0.03,0.08,0.44,0.24,0.98,0.54,0.66,0.28
+Marketing Manager,114028,2,High School,0.34,1.2,0.49,Medium,0.52,0.59,0.77,0.09,0.78,0.56,0.67,0.33,0.41,0.23
+Construction Worker,122061,20,PhD,0.5,1.5,0.82,High,0.22,0.51,0.04,0.9,0.82,0.73,0.61,0.58,1.0,0.28
+UX Researcher,121396,16,PhD,0.31,0.88,0.5,Medium,0.02,0.08,0.26,0.55,0.77,0.69,0.57,0.4,0.87,0.46
+Doctor,87454,15,PhD,0.27,0.86,0.29,Low,0.24,0.1,0.07,0.5,0.64,0.33,0.69,0.06,0.86,0.82
+Teacher,127216,7,Master's,0.94,0.86,0.15,Low,0.75,0.13,0.31,0.12,0.45,0.55,0.21,0.03,0.72,0.02
+Data Scientist,89871,29,Master's,0.22,1.16,0.47,Medium,0.06,0.47,0.52,0.85,0.73,0.08,0.21,0.31,0.12,0.46
+Mechanic,140564,19,Bachelor's,0.51,1.24,0.57,Medium,0.85,0.22,0.75,0.88,0.17,0.35,0.97,0.78,0.28,0.56
+Software Engineer,76887,18,PhD,0.77,0.77,0.57,Medium,0.35,0.57,0.38,0.3,0.86,0.75,0.35,0.43,0.69,0.81
+AI Engineer,94817,12,High School,0.54,1.45,0.24,Low,0.12,0.56,0.41,0.79,0.04,0.41,0.32,0.14,0.38,0.67
+Lawyer,90388,5,Master's,0.58,1.09,0.53,Medium,0.53,0.12,0.22,0.8,0.5,0.71,0.57,0.04,0.8,0.06
+Teacher,133323,3,Master's,0.09,0.89,0.2,Low,0.58,0.54,0.34,0.71,0.83,0.35,0.09,0.3,0.14,0.47
+Security Guard,119526,10,PhD,0.46,0.72,0.88,High,0.03,0.55,0.17,0.0,0.87,0.67,0.1,0.66,0.61,0.47
+Data Scientist,62676,4,PhD,0.16,0.75,0.66,Medium,0.97,0.95,0.19,0.9,0.14,0.51,0.64,0.46,0.95,0.33
+Data Scientist,44590,22,High School,0.08,1.35,0.47,Medium,0.7,0.68,0.68,0.51,0.28,0.63,0.96,0.83,0.11,0.02
+Software Engineer,68463,5,Bachelor's,0.78,0.81,0.58,Medium,0.93,0.46,0.24,0.92,0.47,0.41,0.35,0.42,0.67,0.43
+Software Engineer,52053,16,Bachelor's,0.74,0.7,0.38,Medium,0.7,0.87,0.24,0.19,0.67,0.62,0.45,0.1,0.09,0.78
+Software Engineer,104767,24,Bachelor's,0.86,1.07,0.55,Medium,0.93,0.16,0.54,0.06,0.36,0.15,0.19,0.93,0.61,0.89
+Software Engineer,65303,20,PhD,0.6,0.53,0.49,Medium,0.56,0.02,0.79,0.3,0.45,0.54,0.99,0.1,0.56,0.53
+Chef,34312,3,Bachelor's,0.63,0.79,0.34,Medium,0.18,0.82,0.1,0.47,0.2,0.16,0.21,0.49,0.24,0.1
+Nurse,69794,21,Bachelor's,0.54,0.66,0.17,Low,0.07,0.58,0.34,0.1,0.18,0.35,0.81,0.17,0.11,0.52
+Truck Driver,80102,23,Master's,0.09,0.78,0.77,High,0.19,0.32,0.04,0.65,0.99,0.63,0.36,0.67,0.57,0.85
+Construction Worker,106743,11,Master's,0.63,0.72,0.8,High,0.34,0.01,0.31,0.49,0.6,0.93,0.24,0.15,0.87,0.94
+Security Guard,67333,10,High School,0.12,0.99,0.73,High,0.88,0.71,0.24,0.89,0.64,0.95,0.98,0.0,0.12,0.55
+AI Engineer,80724,18,Bachelor's,0.99,1.07,0.09,Low,0.16,0.76,0.59,0.55,0.47,0.73,0.86,0.3,0.22,0.67
+HR Specialist,107684,5,High School,0.6,1.48,0.68,Medium,0.43,0.72,0.83,0.9,0.07,0.3,0.32,0.43,0.17,0.5
+Marketing Manager,57161,28,PhD,0.5,1.17,0.33,Medium,0.88,0.94,0.62,0.88,0.13,0.8,0.12,0.41,0.32,0.59
+UX Researcher,33687,15,High School,0.64,0.87,0.64,Medium,0.63,0.22,0.34,0.85,0.39,0.54,0.65,0.35,0.29,0.48
+Customer Support,58777,18,Master's,0.28,0.56,0.78,High,0.32,0.96,0.59,0.79,0.05,0.11,0.81,0.62,0.19,0.4
+Graphic Designer,58915,24,Master's,0.84,0.56,0.54,Medium,0.72,0.98,0.81,0.28,0.71,0.76,0.73,0.82,0.9,0.1
+Lawyer,148222,2,PhD,0.8,0.75,0.32,Medium,0.4,0.82,0.13,0.67,0.0,0.11,0.35,0.08,0.85,0.86
+UX Researcher,100880,21,Bachelor's,0.24,1.02,0.37,Medium,0.28,0.52,0.74,0.09,0.3,0.93,0.43,0.94,0.99,0.53
+Teacher,112056,19,High School,0.79,0.66,0.11,Low,0.78,0.43,0.2,0.65,0.73,0.13,0.28,0.22,0.38,0.76
+Software Engineer,133144,16,Master's,0.66,0.51,0.36,Medium,0.22,0.27,0.15,0.41,0.08,0.75,0.79,0.57,0.09,0.89
+Software Engineer,127364,0,Master's,0.7,1.34,0.52,Medium,0.32,0.48,0.51,0.4,0.93,0.74,0.24,0.59,0.69,0.14
+Security Guard,147257,23,High School,0.91,1.07,0.75,High,0.12,0.52,0.55,0.33,0.63,0.07,0.15,0.55,0.06,0.88
+UX Researcher,141706,18,Bachelor's,0.67,0.89,0.46,Medium,0.76,0.5,0.73,0.51,0.59,0.76,0.61,0.62,0.79,0.95
+Construction Worker,60795,2,Bachelor's,0.58,0.59,0.79,High,0.41,0.84,0.51,0.73,0.02,0.46,0.9,0.22,0.03,0.43
+Security Guard,137729,26,Bachelor's,0.45,0.96,0.87,High,0.25,0.75,0.15,0.4,0.66,0.83,0.79,0.72,0.36,0.12
+Nurse,59340,5,High School,0.86,1.36,0.29,Low,0.08,0.54,0.65,0.71,0.64,0.77,0.36,0.18,0.2,0.01
+HR Specialist,75487,2,High School,0.09,0.82,0.55,Medium,0.89,0.84,0.25,0.13,0.19,0.97,0.55,0.18,0.84,0.4
+Truck Driver,123258,17,Master's,0.26,0.89,0.83,High,0.89,0.87,0.57,0.22,0.4,0.98,0.61,0.78,0.45,0.53
+Teacher,37160,9,Bachelor's,0.85,1.01,0.17,Low,0.34,0.18,0.94,0.32,0.8,0.72,0.79,0.94,0.62,0.9
+UX Researcher,43869,7,High School,0.63,1.27,0.41,Medium,0.74,0.78,0.83,0.31,0.68,0.3,0.74,0.46,0.6,0.42
+Construction Worker,142266,20,Master's,0.18,0.58,0.85,High,0.85,0.02,0.07,0.46,0.74,0.16,0.27,0.23,0.4,0.22
+HR Specialist,112833,24,High School,0.34,0.61,0.32,Medium,0.37,0.05,0.1,0.14,0.0,0.15,0.58,0.82,0.19,0.08
+Retail Worker,124538,10,Bachelor's,0.01,1.23,0.73,High,0.23,0.12,0.25,0.8,0.13,0.99,0.33,0.92,0.19,0.19
+Software Engineer,54608,4,High School,0.43,0.54,0.36,Medium,0.08,0.59,0.19,0.5,0.37,0.8,0.32,0.46,0.72,0.43
+Marketing Manager,41367,11,Bachelor's,0.66,0.91,0.5,Medium,0.97,0.66,0.9,0.18,0.48,0.91,0.32,0.97,0.1,0.9
+Nurse,123159,22,PhD,0.07,1.38,0.11,Low,0.02,0.14,0.66,0.98,0.11,0.46,0.18,0.75,0.12,0.24
+Construction Worker,138864,11,Bachelor's,0.55,1.37,0.83,High,0.06,0.56,0.8,0.13,0.07,0.19,0.75,0.59,0.54,0.25
+Security Guard,125504,14,High School,0.97,0.74,0.93,High,0.58,0.12,0.47,0.95,0.42,0.86,0.26,0.57,0.84,0.92
+Data Scientist,90302,18,PhD,0.64,0.5,0.4,Medium,0.28,0.09,0.28,0.32,0.97,0.67,0.43,0.99,0.15,0.48
+Research Scientist,72722,0,Bachelor's,0.48,1.21,0.1,Low,0.74,0.55,0.1,0.56,0.07,0.01,0.89,0.49,0.54,0.28
+Retail Worker,116379,20,High School,0.17,1.25,0.91,High,0.86,0.11,0.56,0.81,0.13,0.1,0.82,0.8,0.45,0.11
+Data Scientist,72412,21,Bachelor's,0.39,1.02,0.48,Medium,0.57,0.73,0.77,0.65,0.2,0.4,0.07,0.45,0.97,0.64
+Customer Support,74956,1,High School,0.27,0.56,0.75,High,0.49,0.34,0.2,0.15,0.66,0.56,0.84,0.18,0.85,0.58
+Teacher,108872,16,High School,0.27,0.89,0.17,Low,0.08,0.84,0.12,0.48,0.38,0.51,0.89,0.99,0.02,0.39
+HR Specialist,90542,19,High School,0.33,1.15,0.7,Medium,0.65,0.11,0.84,0.97,0.71,0.42,0.95,0.97,0.94,0.41
+Customer Support,48481,9,Bachelor's,0.65,0.68,0.83,High,0.75,0.9,0.86,0.15,0.49,0.48,0.9,0.0,0.74,0.62
+Marketing Manager,37075,10,Master's,0.46,1.16,0.69,Medium,0.74,0.07,0.17,0.82,0.33,0.71,0.7,0.99,0.47,0.74
+Lawyer,100043,26,Master's,0.46,0.69,0.64,Medium,0.84,0.24,0.32,0.7,0.74,0.66,1.0,0.87,0.42,0.33
+Software Engineer,105069,12,Master's,0.82,0.98,0.6,Medium,0.02,0.93,0.77,0.39,0.38,0.1,0.82,0.77,0.63,0.1
+Teacher,82692,9,High School,0.46,0.77,0.16,Low,0.23,0.35,0.65,0.89,0.39,0.69,0.13,0.54,0.92,0.03
+Data Scientist,71918,15,PhD,0.13,1.03,0.57,Medium,0.06,0.07,0.87,0.46,0.46,0.94,0.32,0.9,0.97,0.24
+Customer Support,33264,11,Bachelor's,0.53,1.37,0.78,High,0.8,0.97,0.84,0.91,0.71,0.9,0.16,0.71,0.73,0.44
+Construction Worker,144047,16,High School,0.43,1.48,0.75,High,0.71,0.53,0.82,0.48,0.78,0.93,0.73,0.78,0.07,0.2
+Research Scientist,83433,4,Master's,0.73,0.99,0.07,Low,0.89,0.89,0.32,0.91,0.76,0.4,0.33,0.98,0.71,0.38
+Chef,99201,3,PhD,0.57,1.02,0.56,Medium,0.54,0.65,0.91,0.99,0.71,0.93,0.86,0.3,0.93,0.07
+Software Engineer,145131,19,High School,0.64,1.03,0.52,Medium,0.79,0.19,0.98,0.44,0.95,0.38,0.6,0.45,0.68,0.18
+Nurse,134290,8,PhD,0.07,1.1,0.29,Low,0.05,0.66,0.78,0.21,0.27,0.2,0.3,0.11,0.37,0.37
+Teacher,100779,21,PhD,0.8,1.3,0.19,Low,0.33,0.41,0.32,0.58,0.94,0.28,0.46,0.66,0.84,0.25
+Research Scientist,100935,5,PhD,0.89,0.58,0.2,Low,0.86,0.92,0.01,0.37,0.26,0.57,0.63,1.0,0.51,0.55
+Doctor,59483,25,High School,0.34,0.56,0.18,Low,0.6,0.01,0.1,0.21,0.35,0.54,0.29,0.28,0.87,0.15
+Marketing Manager,61155,26,High School,0.95,1.13,0.59,Medium,0.43,0.02,0.65,0.63,0.11,0.46,0.92,0.21,0.46,0.46
+Marketing Manager,34176,6,Master's,0.82,1.26,0.45,Medium,0.07,0.35,0.68,0.7,0.97,0.45,0.63,0.54,0.15,0.46
+Customer Support,50746,12,Master's,0.95,0.87,0.95,High,0.54,0.24,0.19,0.14,0.45,0.02,0.45,0.99,0.67,0.76
+Doctor,104557,18,Master's,0.47,0.79,0.27,Low,0.18,0.46,0.59,0.51,0.83,0.23,0.38,0.79,0.53,0.4
+Doctor,131242,14,Bachelor's,0.75,1.47,0.21,Low,0.86,0.52,0.23,0.01,0.65,0.49,0.78,0.69,0.99,0.51
+Software Engineer,116949,11,High School,0.29,0.98,0.65,Medium,0.04,0.98,0.99,0.6,0.33,0.22,0.28,0.05,0.48,0.06
+Data Scientist,88204,14,PhD,0.5,0.84,0.55,Medium,0.84,0.06,0.97,0.1,0.51,0.56,0.14,0.92,0.47,0.14
+Doctor,45089,4,PhD,0.96,0.65,0.29,Low,0.09,0.22,0.44,0.99,0.49,0.55,0.69,0.97,0.78,0.22
+Teacher,83341,5,Master's,0.1,1.14,0.1,Low,0.26,0.89,0.33,0.57,0.4,0.07,0.36,0.41,0.9,0.32
+Construction Worker,126621,13,High School,0.55,0.88,0.73,High,0.77,0.93,0.95,0.67,0.41,0.48,0.66,0.82,0.37,0.92
+Retail Worker,128283,4,Bachelor's,0.53,1.46,0.93,High,0.7,0.32,0.22,0.08,0.71,0.5,0.57,0.47,0.48,0.57
+Lawyer,100446,9,High School,0.03,1.3,0.46,Medium,0.74,0.95,0.31,0.09,0.23,0.22,0.74,0.06,0.05,0.69
+Chef,107413,21,Bachelor's,0.7,0.85,0.48,Medium,0.56,0.69,0.24,0.84,0.72,0.23,0.97,0.66,0.45,0.16
+Research Scientist,106789,20,PhD,0.16,0.93,0.15,Low,0.72,0.19,0.82,0.33,0.44,0.77,0.63,0.31,0.39,0.31
+Chef,86193,3,High School,0.33,1.23,0.53,Medium,0.15,0.31,0.22,0.39,0.52,0.51,0.75,0.19,0.95,0.34
+Chef,102652,16,High School,0.69,1.31,0.45,Medium,0.75,0.88,0.77,0.03,0.83,0.77,0.67,0.76,0.98,0.43
+Mechanic,131038,25,PhD,0.58,1.23,0.39,Medium,0.26,0.23,0.69,0.35,0.41,0.71,0.97,0.16,0.06,0.19
+Retail Worker,55143,2,Master's,0.19,1.08,0.85,High,0.29,0.07,0.4,0.19,0.18,0.52,0.67,0.08,0.58,0.25
+Financial Analyst,112702,22,Bachelor's,0.81,1.31,0.45,Medium,0.57,0.79,0.06,0.61,0.84,0.37,0.46,0.7,0.07,0.39
+Customer Support,141459,26,PhD,0.02,0.7,0.8,High,0.2,0.6,0.45,0.04,0.28,0.02,0.36,0.26,0.69,0.31
+Graphic Designer,56107,24,High School,0.73,0.98,0.52,Medium,0.84,0.21,0.99,0.9,0.29,0.89,0.75,0.93,0.69,0.67
+Lawyer,98402,8,Bachelor's,0.47,0.7,0.43,Medium,0.98,0.09,0.72,0.17,0.01,0.5,0.16,0.97,0.2,0.19
+Security Guard,36005,14,High School,0.33,0.52,0.82,High,0.51,0.05,0.24,0.83,0.46,0.43,0.7,0.71,0.76,0.83
+Doctor,81038,25,Bachelor's,0.07,0.88,0.26,Low,0.08,0.58,0.7,0.48,0.26,0.33,0.07,0.29,0.04,0.73
+UX Researcher,96783,20,Bachelor's,0.63,1.16,0.49,Medium,0.16,0.01,0.34,0.75,0.96,0.43,0.37,0.45,0.43,0.63
+Nurse,101020,21,PhD,0.78,1.15,0.16,Low,0.95,0.71,0.43,0.45,0.82,0.44,0.52,0.29,0.84,0.52
+Lawyer,95217,16,Bachelor's,0.66,0.78,0.63,Medium,0.31,0.99,0.61,0.84,0.07,0.35,0.74,0.66,0.19,0.36
+UX Researcher,97323,19,Bachelor's,0.61,0.84,0.42,Medium,0.21,0.41,0.2,0.96,0.15,0.91,0.43,0.38,0.23,0.64
+Teacher,80049,19,Bachelor's,0.47,0.56,0.28,Low,0.98,0.43,0.61,0.45,0.32,0.08,0.46,0.82,0.02,0.58
+Nurse,48428,2,Master's,0.22,0.68,0.24,Low,0.26,0.19,0.38,0.39,0.87,0.62,0.41,0.53,0.95,0.11
+Teacher,85331,27,High School,0.96,1.46,0.09,Low,0.15,0.42,0.05,0.65,0.08,0.06,0.49,0.96,0.43,0.36
+Marketing Manager,35973,2,High School,0.53,0.88,0.45,Medium,0.19,0.51,0.44,0.27,0.16,0.31,0.51,0.06,0.15,0.95
+Software Engineer,67236,10,Master's,0.06,1.19,0.32,Medium,0.74,0.75,0.65,0.73,0.09,0.73,0.14,0.34,0.94,0.5
+Financial Analyst,112473,25,PhD,0.4,1.28,0.56,Medium,0.58,0.9,0.02,0.16,0.62,0.07,0.64,0.98,0.88,0.59
+Chef,138480,27,Bachelor's,0.12,0.95,0.47,Medium,0.34,0.0,0.89,0.78,0.65,0.13,0.38,0.92,0.62,0.6
+Data Scientist,73464,27,Master's,0.56,1.1,0.44,Medium,0.37,0.69,0.32,0.56,0.28,0.17,0.45,0.22,0.9,0.3
+Doctor,118060,19,Bachelor's,0.26,0.76,0.14,Low,0.92,0.39,0.82,0.2,0.05,0.78,0.54,0.5,0.27,0.07
+Software Engineer,76905,12,High School,0.87,0.62,0.67,Medium,0.27,0.53,0.07,0.43,0.13,0.05,0.97,0.73,0.72,0.09
+Data Scientist,101341,15,High School,0.85,0.51,0.42,Medium,1.0,0.43,0.89,0.33,0.53,0.85,0.61,0.73,0.23,0.16
+Security Guard,119314,26,Master's,0.49,1.3,0.79,High,0.56,0.8,0.24,0.88,0.95,0.04,0.06,0.09,0.78,0.19
+Customer Support,109455,26,PhD,0.44,1.34,0.9,High,0.96,0.25,0.23,0.03,0.41,0.46,0.96,0.83,0.17,0.8
+Software Engineer,96951,6,Master's,0.08,1.34,0.69,Medium,0.09,0.81,0.86,0.12,0.28,0.73,0.81,0.35,0.16,0.65
+Software Engineer,44057,5,High School,0.5,0.64,0.64,Medium,0.65,0.87,0.93,0.81,0.96,0.95,0.62,0.73,0.7,0.62
+Retail Worker,60185,28,High School,0.36,0.6,0.78,High,0.07,0.92,0.45,0.19,0.58,0.2,0.8,0.31,0.31,0.87
+Data Scientist,63797,24,Bachelor's,0.68,0.79,0.31,Medium,0.2,0.4,0.17,0.19,0.39,0.96,0.76,0.32,0.95,0.65
+HR Specialist,52792,6,High School,0.47,0.91,0.39,Medium,0.39,0.53,0.53,0.76,0.36,0.72,0.58,0.96,0.39,0.9
+AI Engineer,136827,15,High School,0.64,1.15,0.07,Low,0.95,0.11,0.56,0.33,0.43,0.61,0.91,0.46,0.99,0.59
+Nurse,34134,12,PhD,0.19,1.22,0.06,Low,0.48,0.15,0.43,0.75,0.46,0.16,0.25,0.37,0.07,0.58
+Security Guard,117463,19,High School,0.06,0.9,0.8,High,0.33,0.56,0.35,0.42,0.8,0.16,0.62,0.51,0.31,0.73
+AI Engineer,74597,12,High School,0.48,1.17,0.25,Low,0.97,0.63,0.87,0.0,0.53,0.21,0.09,0.53,0.75,0.41
+HR Specialist,40603,24,High School,0.49,0.94,0.42,Medium,0.38,0.35,0.65,0.12,0.09,0.66,0.55,0.43,0.15,0.41
+Teacher,106968,22,Master's,0.7,0.56,0.22,Low,0.24,0.32,0.2,0.78,0.65,0.61,0.67,0.24,0.44,0.63
+Graphic Designer,149700,26,PhD,0.79,0.79,0.61,Medium,0.44,0.67,0.46,0.95,0.18,0.68,0.58,0.17,0.07,0.8
+Doctor,77890,26,High School,0.19,1.48,0.23,Low,0.25,0.59,0.53,0.84,0.73,0.83,0.21,0.64,0.04,0.07
+Research Scientist,141930,5,Bachelor's,0.02,1.08,0.26,Low,0.38,0.04,0.71,0.93,0.72,0.58,0.23,0.02,0.69,0.23
+Financial Analyst,65976,2,Bachelor's,0.47,1.03,0.6,Medium,0.78,0.64,0.94,0.98,0.95,0.82,0.71,0.66,0.1,0.27
+Marketing Manager,81356,7,High School,0.14,0.94,0.36,Medium,0.9,0.81,0.07,0.25,0.82,0.8,0.95,1.0,0.98,0.41
+Nurse,129928,0,Bachelor's,0.76,0.8,0.25,Low,0.53,0.79,0.28,0.51,0.56,0.94,0.27,0.94,0.8,0.73
+Truck Driver,51625,1,Bachelor's,0.61,0.74,0.75,High,0.87,0.73,0.21,0.62,0.45,0.16,0.53,0.28,0.1,0.47
+Chef,118760,20,High School,0.05,0.9,0.4,Medium,0.03,0.13,0.14,0.18,0.8,0.44,0.15,0.1,0.3,0.8
+Software Engineer,111299,27,High School,0.16,0.9,0.52,Medium,0.03,0.63,0.4,0.01,0.67,0.71,0.63,0.34,0.53,0.39
+UX Researcher,94535,1,High School,0.7,0.71,0.41,Medium,0.57,0.45,0.74,0.38,0.86,0.43,0.04,0.02,0.65,0.54
+Truck Driver,116030,1,Master's,0.79,0.88,0.95,High,0.95,0.01,0.9,0.68,0.5,0.58,0.84,0.95,0.56,0.18
+Security Guard,90127,24,PhD,0.08,1.14,0.9,High,0.35,0.07,0.69,0.34,0.25,0.69,0.97,0.75,0.49,0.6
+Software Engineer,55577,7,High School,0.81,1.1,0.69,Medium,0.98,0.35,0.99,0.96,0.64,0.33,0.75,0.27,0.63,0.02
+Construction Worker,82573,24,High School,0.95,0.74,0.89,High,0.29,0.71,0.7,0.18,0.6,0.86,0.38,0.71,0.67,0.26
+Doctor,44703,3,PhD,0.56,0.86,0.09,Low,0.47,0.73,0.62,0.73,0.79,0.44,0.52,0.99,0.97,0.41
+Financial Analyst,66003,2,High School,0.77,1.15,0.42,Medium,0.49,0.04,0.19,0.42,0.83,0.48,0.59,0.87,0.31,0.7
+Research Scientist,44756,11,High School,0.2,0.86,0.29,Low,0.98,0.22,0.07,0.27,0.4,0.44,0.62,0.9,0.33,0.85
+Graphic Designer,45380,20,Bachelor's,0.04,1.0,0.32,Medium,0.39,0.9,0.24,0.71,0.3,0.04,0.56,0.83,0.41,0.62
+Truck Driver,139044,6,High School,0.19,1.23,0.83,High,0.75,0.49,0.13,0.57,0.49,0.52,0.88,0.89,0.45,0.46
+Data Scientist,114705,29,Master's,0.52,1.45,0.56,Medium,0.28,0.53,0.63,0.64,0.59,0.18,0.03,0.34,0.43,0.06
+Nurse,141375,16,PhD,0.34,1.41,0.09,Low,0.06,0.48,0.19,0.94,0.01,0.41,0.93,0.38,0.09,0.3
+Construction Worker,135454,16,PhD,0.19,0.97,0.91,High,0.87,0.05,0.16,0.28,0.59,0.36,0.84,0.72,0.1,0.62
+Research Scientist,55903,23,Master's,0.26,0.68,0.09,Low,0.62,0.56,0.18,0.99,0.42,0.1,0.12,0.58,0.98,0.57
+Retail Worker,55036,21,High School,0.44,0.94,0.83,High,0.7,0.37,0.86,0.03,0.44,0.51,0.61,0.28,0.43,0.48
+Financial Analyst,117309,8,PhD,0.77,1.24,0.44,Medium,1.0,0.85,0.26,0.2,0.31,0.45,0.85,0.78,0.85,0.27
+Software Engineer,100412,21,Bachelor's,0.28,0.61,0.57,Medium,0.14,0.67,0.65,0.81,0.14,0.78,1.0,0.85,0.75,0.66
+Financial Analyst,32414,16,Bachelor's,0.84,1.04,0.6,Medium,0.79,0.51,0.54,0.2,0.24,0.9,0.84,0.01,0.87,0.03
+Mechanic,140419,14,PhD,0.29,0.98,0.46,Medium,0.93,0.04,0.68,0.85,0.96,0.18,0.53,0.04,0.5,0.13
+Research Scientist,55976,17,Master's,0.11,1.01,0.18,Low,0.97,0.65,0.29,0.24,0.13,0.76,0.69,0.61,0.04,0.76
+Doctor,78787,25,Master's,0.96,1.09,0.13,Low,0.38,0.18,0.72,0.71,0.2,0.16,0.08,0.91,0.23,0.34
+Security Guard,104918,4,High School,0.41,1.21,0.92,High,0.18,0.69,0.35,0.98,0.3,0.01,0.52,0.15,0.04,0.7
+Retail Worker,118121,25,Master's,0.46,1.18,0.83,High,0.63,0.6,0.67,0.2,0.27,0.44,0.45,0.77,0.37,0.16
+Truck Driver,34847,10,PhD,0.21,1.23,0.82,High,0.71,0.42,0.89,0.98,0.67,0.86,0.51,0.93,0.83,0.99
+Retail Worker,100182,12,PhD,0.78,1.04,0.76,High,0.35,0.89,0.06,0.59,0.37,0.39,0.88,0.85,0.6,0.27
+Software Engineer,128757,14,PhD,0.41,0.85,0.34,Medium,0.54,0.3,0.66,0.32,0.43,0.05,0.99,0.51,0.02,0.54
+UX Researcher,129584,7,Bachelor's,0.77,1.2,0.36,Medium,0.66,0.77,0.57,0.89,0.28,0.24,0.87,0.63,0.0,0.35
+Construction Worker,59476,5,Master's,0.03,0.5,0.77,High,0.91,0.9,0.52,0.55,0.33,0.24,0.82,0.11,0.49,0.63
+Research Scientist,81880,3,Master's,0.52,1.08,0.24,Low,0.23,0.29,0.57,0.98,0.22,0.99,0.71,0.83,0.09,0.3
+AI Engineer,148283,25,Bachelor's,0.37,1.48,0.08,Low,0.56,0.01,0.71,0.2,0.13,0.34,0.77,0.11,0.23,0.01
+Lawyer,32393,24,PhD,0.59,1.22,0.56,Medium,0.14,0.59,0.13,0.4,0.57,0.56,0.12,0.03,0.8,0.73
+Retail Worker,35481,1,High School,0.13,1.39,0.89,High,1.0,0.25,0.49,0.24,0.62,0.12,0.13,0.07,0.69,0.49
+Data Scientist,137033,28,Bachelor's,0.88,1.24,0.48,Medium,0.98,0.46,0.11,0.99,0.02,0.55,0.31,0.5,0.56,0.24
+AI Engineer,49361,20,Master's,0.68,1.34,0.17,Low,0.83,0.78,0.67,0.45,0.27,0.86,0.65,0.8,0.55,0.17
+Teacher,59146,9,Bachelor's,0.04,1.43,0.1,Low,0.91,0.06,0.95,0.2,0.3,0.49,0.38,0.67,0.97,0.61
+Financial Analyst,113102,26,PhD,0.75,1.34,0.67,Medium,0.58,0.78,0.49,0.04,0.16,0.13,0.17,0.01,0.86,0.56
+UX Researcher,37769,22,PhD,0.41,0.96,0.33,Medium,0.27,0.85,0.74,0.56,0.48,0.26,0.47,0.6,0.71,0.17
+Customer Support,126939,9,High School,0.5,1.11,0.82,High,0.57,0.11,0.43,0.28,0.09,0.19,0.6,0.2,0.18,0.55
+Retail Worker,68226,11,PhD,0.79,1.41,0.85,High,0.41,0.73,0.26,0.08,0.34,0.3,0.68,0.55,0.14,0.91
+Customer Support,99516,21,PhD,0.46,1.44,0.72,High,0.79,0.36,0.7,0.93,0.52,0.02,0.03,0.33,0.78,0.29
+Security Guard,143645,26,Bachelor's,0.78,0.62,0.91,High,0.27,0.05,0.12,0.95,0.45,0.26,0.52,0.68,0.32,0.73
+Graphic Designer,134230,21,Master's,0.11,1.05,0.36,Medium,0.94,0.0,0.76,0.28,0.85,0.06,0.95,0.1,0.79,0.52
+Lawyer,53167,22,High School,0.28,1.34,0.38,Medium,0.72,0.45,1.0,0.61,0.1,0.42,0.07,0.29,0.34,0.85
+UX Researcher,52772,29,PhD,0.01,1.03,0.39,Medium,0.32,0.02,0.75,0.95,0.22,0.34,0.21,0.93,0.01,0.58
+Teacher,55354,29,Bachelor's,0.19,1.09,0.06,Low,0.81,0.27,0.99,0.92,0.73,0.5,0.77,0.13,0.31,0.03
+Lawyer,51942,7,Bachelor's,0.81,1.45,0.57,Medium,0.73,0.9,0.94,0.49,0.11,0.47,0.56,0.63,0.99,0.92
+HR Specialist,38152,6,High School,0.11,0.71,0.37,Medium,0.36,0.88,0.44,0.57,0.18,0.49,0.87,0.77,0.08,0.86
+Graphic Designer,134753,3,Master's,0.67,0.65,0.57,Medium,0.04,0.6,0.65,0.24,0.94,0.05,0.89,0.38,0.71,0.65
+HR Specialist,42061,5,High School,0.32,1.03,0.64,Medium,0.95,0.02,0.35,0.67,0.53,0.94,0.02,0.44,0.67,0.22
+HR Specialist,76350,12,High School,0.08,0.95,0.57,Medium,0.27,0.07,0.96,0.91,0.93,0.98,0.18,0.16,0.03,0.89
+Financial Analyst,99828,27,Bachelor's,0.63,1.43,0.53,Medium,0.13,0.18,0.13,0.31,0.38,0.8,0.19,0.73,0.49,1.0
+Graphic Designer,37084,11,Bachelor's,0.97,0.84,0.35,Medium,0.51,0.12,0.49,0.27,0.49,0.95,0.29,0.99,0.23,0.21
+Chef,112617,26,High School,0.84,1.25,0.59,Medium,0.28,0.02,0.16,0.35,0.97,0.92,0.2,0.73,0.58,0.05
+Security Guard,36486,5,Bachelor's,0.07,0.61,0.86,High,0.76,0.32,0.49,0.95,0.95,0.31,0.81,0.59,0.98,0.48
+Software Engineer,107925,19,PhD,0.77,1.0,0.62,Medium,0.26,0.12,0.43,0.94,0.5,0.64,0.62,0.13,0.39,0.71
+Mechanic,52474,27,Master's,0.17,0.91,0.34,Medium,0.24,0.38,0.54,0.23,0.23,0.78,0.96,0.32,0.69,0.26
+Truck Driver,48274,11,Bachelor's,0.67,1.3,0.71,High,0.6,0.53,0.29,0.26,0.58,0.71,0.03,0.57,0.17,0.14
+Marketing Manager,79696,28,PhD,0.31,0.94,0.44,Medium,0.65,0.47,0.96,0.35,0.74,0.26,0.51,0.55,0.33,0.47
+UX Researcher,82736,21,PhD,0.01,0.72,0.58,Medium,0.77,0.28,0.41,0.04,0.24,0.78,0.61,0.21,0.26,0.82
+Doctor,65539,9,Bachelor's,0.33,1.16,0.19,Low,0.46,0.9,0.22,0.74,0.16,0.62,0.87,0.46,0.72,0.82
+Marketing Manager,71135,9,Bachelor's,0.71,1.42,0.53,Medium,0.19,0.13,0.26,0.1,0.51,0.07,0.22,0.44,0.47,0.57
+Lawyer,107487,3,Bachelor's,0.05,0.58,0.32,Medium,0.42,0.04,0.75,0.22,0.94,0.49,0.45,0.78,0.71,0.61
+UX Researcher,146298,6,Bachelor's,0.64,1.04,0.54,Medium,0.68,0.17,0.3,0.74,0.16,0.34,0.67,0.94,0.08,0.52
+Chef,144571,22,Master's,0.38,0.68,0.56,Medium,0.76,0.25,0.71,0.45,0.28,0.52,0.38,0.23,0.76,0.8
+Software Engineer,112753,1,Master's,0.38,0.67,0.64,Medium,0.33,0.75,0.82,0.77,0.39,0.94,0.66,0.58,0.7,0.04
+Software Engineer,81716,26,Master's,0.88,0.66,0.47,Medium,0.41,0.36,0.56,1.0,0.26,0.7,0.76,0.58,0.1,0.57
+AI Engineer,46250,19,PhD,0.34,1.14,0.29,Low,0.8,0.69,0.97,0.17,0.77,0.41,0.36,0.52,0.03,0.31
+Doctor,102006,17,Bachelor's,0.14,0.84,0.25,Low,0.2,0.53,0.75,0.24,0.92,0.87,0.25,0.99,0.67,0.29
+Doctor,60837,5,Master's,0.67,1.11,0.23,Low,0.27,0.98,0.86,0.75,0.03,0.59,0.71,0.85,0.95,0.92
+Data Scientist,66742,3,High School,0.6,0.97,0.43,Medium,0.37,0.37,0.97,0.23,0.82,0.71,0.01,0.99,0.76,0.68
+Graphic Designer,119131,10,PhD,0.56,0.75,0.31,Medium,0.84,0.9,0.16,0.79,0.74,0.18,0.42,0.42,0.76,0.84
+Mechanic,107497,29,PhD,0.56,1.26,0.61,Medium,0.15,0.53,0.86,0.32,0.43,0.8,0.09,0.86,0.31,0.0
+HR Specialist,57788,14,PhD,0.68,0.82,0.35,Medium,0.62,0.22,0.68,0.84,0.12,0.44,0.44,0.63,0.33,0.42
+Mechanic,64712,19,PhD,0.65,0.78,0.62,Medium,0.67,0.65,0.42,0.96,0.27,0.58,0.31,0.74,0.05,0.05
+Financial Analyst,68319,6,Master's,0.43,0.84,0.54,Medium,0.7,0.2,0.19,0.96,0.59,0.39,0.8,0.53,0.24,0.21
+Retail Worker,67289,22,PhD,0.86,0.56,0.75,High,0.89,0.12,0.63,0.21,0.61,0.38,0.1,0.58,0.68,0.68
+UX Researcher,75040,4,Master's,0.5,1.02,0.55,Medium,0.69,0.65,0.59,0.16,0.21,0.26,0.92,0.76,0.55,0.25
+Truck Driver,120886,1,Bachelor's,0.9,1.39,0.73,High,0.8,0.45,0.32,0.74,0.61,0.78,0.07,0.32,0.32,0.33
+Financial Analyst,64118,5,PhD,0.28,0.94,0.45,Medium,0.74,0.6,0.65,0.21,0.33,0.02,0.11,0.27,0.07,0.6
+Graphic Designer,125381,13,High School,0.1,1.32,0.35,Medium,0.67,0.64,0.9,0.11,0.32,0.09,0.41,0.91,0.78,0.72
+Customer Support,62146,26,Master's,0.88,0.95,0.74,High,0.84,0.28,0.05,0.13,0.61,0.61,0.26,0.73,0.77,0.92
+Financial Analyst,60410,8,PhD,0.78,1.25,0.4,Medium,0.31,0.48,0.02,0.3,0.47,0.11,0.13,0.46,0.73,0.83
+Truck Driver,110449,21,High School,0.47,0.88,0.75,High,0.15,0.79,0.47,0.79,0.7,0.19,0.51,0.44,0.42,0.54
+Financial Analyst,142691,18,Master's,0.31,0.84,0.51,Medium,0.31,0.89,0.44,0.29,0.16,0.67,0.03,0.45,0.55,0.34
+Security Guard,33659,17,PhD,0.68,1.47,0.83,High,0.54,0.25,0.39,0.03,0.69,0.31,0.54,0.25,0.62,0.45
+Doctor,109911,9,PhD,0.94,1.21,0.12,Low,0.5,0.47,0.8,0.83,0.28,0.82,0.18,0.76,0.25,0.3
+Mechanic,117298,28,PhD,0.42,1.49,0.36,Medium,0.46,0.73,0.01,0.15,0.02,0.99,0.76,0.37,0.16,0.09
+Nurse,100114,14,PhD,0.98,1.17,0.14,Low,0.5,1.0,0.52,0.96,0.02,0.72,0.63,0.69,0.57,0.04
+Nurse,149401,18,High School,0.92,0.73,0.3,Low,0.68,0.44,0.92,0.79,0.43,0.07,0.87,0.77,0.79,0.74
+Lawyer,101160,3,High School,0.0,0.74,0.32,Medium,0.11,0.53,0.04,0.18,0.23,0.66,0.47,0.46,0.77,0.46
+Chef,66594,23,High School,0.65,0.65,0.55,Medium,0.85,0.12,0.9,0.08,0.35,0.61,0.56,0.1,0.8,0.97
+Chef,94043,5,PhD,0.9,1.06,0.67,Medium,0.18,0.79,0.06,0.88,0.67,0.37,0.19,0.82,0.6,0.36
+Nurse,110270,21,High School,0.83,0.84,0.07,Low,0.91,0.39,0.35,0.2,0.9,0.22,0.64,0.88,0.03,0.83
+Nurse,98393,29,High School,0.66,0.87,0.22,Low,0.25,0.02,0.95,0.02,0.82,0.17,0.39,0.82,0.21,0.87
+Nurse,104038,26,Master's,0.37,1.16,0.14,Low,0.35,0.73,0.31,0.2,0.81,0.81,0.5,0.53,0.7,0.51
+Lawyer,104088,11,PhD,0.99,0.65,0.54,Medium,0.89,0.69,0.88,0.34,0.27,0.85,0.39,0.71,0.15,0.76
+Marketing Manager,38290,27,PhD,0.27,0.99,0.58,Medium,0.01,0.64,0.54,0.22,0.75,0.3,0.28,0.47,0.68,0.93
+Research Scientist,86373,16,PhD,0.39,1.41,0.27,Low,0.2,0.38,0.56,0.85,0.53,0.97,0.8,0.95,0.73,0.88
+Chef,73532,24,Master's,0.25,0.73,0.65,Medium,0.08,0.41,0.82,0.81,0.14,0.49,0.48,0.32,0.92,0.65
+Nurse,132708,28,High School,0.07,0.89,0.26,Low,0.42,0.26,1.0,0.87,0.55,0.56,0.01,0.98,0.81,0.04
+Nurse,144846,21,PhD,0.35,1.03,0.2,Low,0.61,0.73,0.66,0.07,0.46,0.66,0.3,0.31,0.12,0.42
+Nurse,90254,8,Bachelor's,0.29,1.03,0.24,Low,0.01,0.9,0.39,0.87,0.04,0.15,0.32,0.35,0.85,0.01
+Nurse,51219,14,Bachelor's,0.84,0.79,0.26,Low,0.48,0.18,0.8,0.38,0.71,0.84,0.96,0.09,0.01,0.55
+Graphic Designer,114899,19,Master's,0.47,0.57,0.5,Medium,0.12,0.84,0.76,0.07,0.84,0.32,0.35,0.18,0.84,0.4
+Retail Worker,63275,20,PhD,0.97,0.76,0.93,High,0.3,0.83,0.66,0.86,0.98,0.87,0.4,0.81,0.71,0.06
+Graphic Designer,79662,18,High School,0.47,0.63,0.47,Medium,0.6,0.57,0.57,0.26,0.63,0.91,0.39,0.63,0.24,0.05
+Doctor,62158,20,High School,0.05,1.22,0.22,Low,0.37,0.41,0.92,0.01,0.56,0.92,0.91,0.58,0.38,0.1
+Research Scientist,103484,0,Master's,0.68,0.52,0.27,Low,0.59,0.05,0.24,0.59,0.04,0.78,0.92,0.96,0.73,0.86
+Doctor,116810,4,Master's,0.46,1.21,0.11,Low,0.11,0.76,0.96,0.58,0.48,0.53,0.48,0.44,0.95,0.48
+Security Guard,104035,19,Bachelor's,0.77,0.89,0.88,High,0.58,0.71,0.06,0.03,0.38,0.69,0.22,0.43,0.98,0.21
+Financial Analyst,83917,17,Master's,0.83,1.39,0.67,Medium,0.51,0.68,0.62,0.31,0.28,0.34,0.22,0.76,0.96,0.87
+UX Researcher,91752,29,PhD,0.05,1.26,0.46,Medium,0.82,0.78,0.63,0.26,0.1,0.25,0.51,0.98,0.06,0.2
+Retail Worker,120866,3,Bachelor's,0.3,1.36,0.73,High,0.96,0.91,0.89,0.17,0.33,0.8,0.81,0.71,0.45,0.31
+Security Guard,56974,6,High School,0.14,0.54,0.7,Medium,0.78,0.06,0.54,0.37,0.15,0.74,0.06,0.32,0.56,0.4
+Financial Analyst,130672,16,Bachelor's,0.93,1.43,0.47,Medium,0.39,0.31,0.86,0.57,0.09,0.85,0.53,0.42,0.34,0.1
+AI Engineer,58327,13,Master's,0.74,0.63,0.18,Low,0.56,0.17,0.43,0.65,0.28,0.33,0.12,0.41,0.58,0.12
+Doctor,63258,22,PhD,0.4,1.18,0.13,Low,0.57,0.61,0.69,0.76,0.14,0.97,0.84,0.56,0.89,0.38
+Lawyer,95777,27,PhD,0.73,1.44,0.36,Medium,0.64,0.81,0.91,0.28,0.13,0.25,0.58,0.92,0.58,0.92
+UX Researcher,105127,14,Bachelor's,0.6,0.52,0.43,Medium,0.06,0.32,0.06,0.17,0.41,0.51,0.22,0.73,0.59,0.69
+Teacher,64846,17,Bachelor's,0.73,1.44,0.11,Low,0.27,0.09,0.59,0.4,0.5,0.17,0.65,0.62,0.26,0.47
+Lawyer,89397,11,Bachelor's,0.77,0.73,0.65,Medium,0.07,0.41,0.08,0.92,0.04,0.15,0.92,0.58,0.8,0.02
+Teacher,148915,21,Bachelor's,0.98,1.08,0.26,Low,0.96,0.69,0.33,0.31,0.07,0.43,0.92,0.48,0.91,0.82
+Research Scientist,140554,16,High School,0.95,1.21,0.27,Low,0.75,0.7,0.72,0.72,0.38,0.42,0.29,0.15,0.46,0.9
+Financial Analyst,114153,28,PhD,0.06,1.31,0.67,Medium,0.83,0.73,0.15,0.35,0.57,0.08,0.11,0.93,0.7,0.28
+Graphic Designer,137526,27,PhD,0.8,0.83,0.44,Medium,0.34,0.5,0.7,0.77,0.39,0.66,0.72,0.3,0.1,0.89
+Nurse,126482,14,PhD,0.65,0.56,0.25,Low,0.57,0.85,0.97,0.96,0.86,0.01,0.89,0.08,0.85,0.28
+UX Researcher,124274,26,High School,0.49,0.63,0.67,Medium,0.32,0.19,0.48,0.04,0.25,0.07,0.13,0.11,0.87,0.93
+HR Specialist,48638,22,PhD,0.63,1.2,0.46,Medium,0.37,0.68,0.38,0.58,0.52,0.52,0.83,0.7,0.96,0.79
+Software Engineer,73162,6,High School,0.74,1.17,0.56,Medium,0.48,0.06,0.95,0.85,0.49,0.16,0.82,0.43,0.39,0.67
+Teacher,66105,28,High School,0.06,1.27,0.23,Low,0.59,0.34,0.16,0.1,0.0,0.21,0.41,0.24,0.31,0.39
+AI Engineer,48246,10,High School,0.72,0.99,0.05,Low,0.23,0.71,0.3,0.92,0.71,0.29,0.52,0.67,0.19,0.25
+Security Guard,86470,11,Master's,0.92,0.84,0.8,High,0.19,0.59,0.74,0.44,0.75,0.3,0.71,0.26,0.78,0.83
+Marketing Manager,136054,12,Bachelor's,0.22,1.19,0.52,Medium,0.99,0.36,0.77,0.37,0.4,0.11,0.24,0.16,0.16,0.01
+Retail Worker,109721,27,PhD,0.47,1.3,0.85,High,0.83,0.5,0.09,0.62,0.68,0.63,0.8,0.73,0.43,0.82
+Software Engineer,90475,2,Master's,0.12,1.04,0.59,Medium,0.55,0.95,0.1,0.72,0.82,0.7,0.39,0.39,0.59,0.4
+Truck Driver,48422,24,Master's,0.11,1.14,0.73,High,0.54,0.72,0.17,0.7,0.14,0.62,0.51,0.3,0.11,0.74
+Data Scientist,74380,15,Master's,0.33,0.71,0.41,Medium,0.43,0.18,0.96,0.11,0.99,0.84,0.42,0.74,0.67,0.21
+Chef,114999,10,Bachelor's,0.57,1.14,0.68,Medium,0.39,0.3,0.04,0.15,0.11,0.34,0.61,0.05,0.73,0.4
+Construction Worker,45224,6,High School,0.57,1.27,0.92,High,0.89,0.52,0.4,0.56,0.4,0.24,0.32,0.23,0.27,0.09
+Construction Worker,73302,10,High School,0.24,0.95,0.9,High,0.45,0.95,0.15,0.85,0.25,0.93,0.23,0.75,0.06,0.63
+Construction Worker,97743,7,Bachelor's,0.67,1.14,0.93,High,0.63,0.41,0.19,0.66,0.12,0.83,0.25,0.52,0.6,0.36
+Data Scientist,136974,26,Master's,0.25,0.53,0.68,Medium,0.32,0.71,0.51,0.67,0.11,0.52,0.39,0.45,0.97,0.14
+Graphic Designer,31987,7,High School,0.33,0.79,0.41,Medium,0.35,0.36,0.27,0.67,0.05,0.33,0.28,0.75,0.15,0.94
+Marketing Manager,102587,17,Bachelor's,0.37,0.7,0.41,Medium,0.76,0.48,0.16,0.05,0.23,0.95,0.85,0.44,0.48,0.9
+Doctor,56932,11,Bachelor's,0.38,0.63,0.25,Low,0.94,0.39,0.73,0.41,0.5,0.84,0.08,0.53,0.21,0.34
+Teacher,114371,3,PhD,0.03,1.09,0.12,Low,0.67,0.14,0.74,0.65,0.97,0.91,0.28,0.03,0.66,0.6
+Nurse,133027,2,Master's,0.12,1.08,0.28,Low,0.91,0.15,0.38,0.04,0.47,0.75,0.79,0.5,0.1,0.38
+Research Scientist,45353,0,PhD,0.66,1.29,0.22,Low,0.79,0.58,0.86,0.55,0.23,0.54,0.71,0.65,0.24,0.04
+Construction Worker,67970,19,PhD,0.98,0.68,0.82,High,0.64,0.88,0.76,0.91,0.6,0.87,0.26,0.43,0.84,0.33
+Data Scientist,57154,15,PhD,0.36,0.86,0.42,Medium,0.55,0.13,0.04,0.9,0.93,0.08,0.55,0.54,0.37,0.57
+Marketing Manager,115793,25,Bachelor's,0.49,1.26,0.51,Medium,0.32,0.58,0.64,0.66,0.62,0.66,0.31,0.45,0.67,0.75
+Truck Driver,43174,1,PhD,0.22,0.99,0.81,High,0.92,0.36,0.94,0.46,0.96,0.74,0.83,0.1,0.59,0.14
+Financial Analyst,88323,19,High School,0.62,1.23,0.32,Medium,0.53,0.57,0.08,0.5,0.71,0.05,0.76,0.58,0.83,0.22
+Data Scientist,123335,22,PhD,0.26,0.86,0.5,Medium,0.79,0.17,0.11,0.15,0.22,0.06,0.93,0.32,0.18,0.64
+Doctor,67877,22,PhD,0.36,1.01,0.17,Low,0.6,0.96,0.89,0.11,0.27,0.83,0.82,0.28,0.73,0.67
+Nurse,86779,14,PhD,0.2,1.39,0.22,Low,0.17,0.7,0.74,0.89,0.22,0.99,0.15,0.6,0.66,0.42
+Construction Worker,34650,3,PhD,0.03,0.54,0.81,High,0.66,0.39,1.0,0.2,0.01,0.19,0.89,0.15,0.48,0.42
+Lawyer,93884,3,PhD,0.05,1.16,0.44,Medium,0.93,0.85,0.4,0.99,0.05,0.79,0.43,0.43,0.17,0.51
+Lawyer,37317,0,High School,0.62,0.74,0.59,Medium,0.61,0.75,0.75,0.2,0.0,0.37,0.92,0.58,0.73,0.88
+Chef,123947,12,Master's,0.67,1.12,0.67,Medium,0.52,0.47,0.21,0.76,0.14,0.49,0.42,0.66,0.92,0.95
+Teacher,88524,9,High School,0.26,1.31,0.18,Low,0.45,0.71,0.6,0.97,0.58,0.47,0.54,0.81,0.61,0.65
+Nurse,44316,28,Master's,0.62,0.88,0.22,Low,0.66,0.01,0.47,0.74,0.5,0.78,0.45,0.98,0.29,0.09
+Retail Worker,112142,7,PhD,0.54,0.85,0.76,High,0.67,0.38,0.63,0.78,0.76,0.38,0.57,0.45,0.87,0.88
+Customer Support,124939,22,High School,0.09,0.67,0.79,High,0.56,0.66,0.33,0.67,0.94,0.65,0.16,0.58,0.54,0.87
+Customer Support,125756,16,High School,0.85,0.77,0.91,High,0.43,0.6,0.79,0.04,0.82,0.14,0.36,0.47,0.9,0.02
+Retail Worker,53255,21,Bachelor's,0.32,0.79,0.82,High,0.19,0.47,0.77,0.85,0.39,0.62,0.0,0.55,0.98,0.31
+Retail Worker,111808,4,High School,0.62,1.08,0.75,High,0.8,0.04,0.81,0.03,0.66,0.08,0.25,0.72,0.28,0.51
+Financial Analyst,142102,14,PhD,0.05,1.31,0.33,Medium,0.13,0.12,0.99,0.18,0.9,0.99,0.38,0.63,0.78,0.39
+Nurse,72690,5,High School,0.43,1.27,0.25,Low,0.23,0.17,0.92,0.04,0.73,0.05,0.84,0.91,0.3,0.07
+Customer Support,39304,25,High School,0.3,0.92,0.87,High,0.21,0.36,0.78,0.64,0.33,0.66,0.77,0.59,0.24,0.0
+HR Specialist,129581,3,PhD,0.82,1.2,0.33,Medium,0.59,0.82,0.39,0.2,0.59,0.83,0.05,0.6,0.64,0.6
+Software Engineer,69819,4,Master's,0.63,0.63,0.39,Medium,0.62,0.02,0.63,0.67,0.24,0.6,0.53,0.26,0.46,0.91
+Truck Driver,141925,23,Bachelor's,0.41,1.38,0.81,High,0.87,0.13,0.64,0.68,0.66,0.45,0.68,0.24,0.6,0.55
+Research Scientist,75805,19,Bachelor's,0.78,0.58,0.09,Low,0.47,0.89,0.58,0.84,0.52,0.79,0.33,0.82,0.4,0.56
+Construction Worker,67326,15,High School,0.92,1.2,0.91,High,0.21,0.07,0.34,0.52,0.8,0.4,0.27,0.37,0.7,0.34
+HR Specialist,69224,18,Bachelor's,0.17,1.25,0.54,Medium,0.23,0.75,0.45,0.68,0.66,0.11,0.84,0.68,0.78,0.45
+Data Scientist,132567,4,Bachelor's,0.0,1.2,0.52,Medium,0.21,0.23,0.81,0.5,0.7,0.45,0.24,0.97,0.57,0.13
+Teacher,129417,23,Master's,0.33,0.71,0.28,Low,0.88,0.2,0.35,0.76,0.21,0.59,0.7,0.65,0.71,0.71
+Mechanic,129652,28,High School,0.35,1.38,0.31,Medium,0.29,0.05,0.65,0.1,0.85,0.65,0.03,0.71,0.86,0.66
+Software Engineer,58498,10,Bachelor's,0.86,1.23,0.45,Medium,0.33,0.48,0.87,0.25,0.1,0.86,0.03,0.91,0.31,0.51
+Truck Driver,37816,17,Master's,0.9,1.25,0.93,High,0.68,0.18,0.31,0.49,0.61,0.93,0.38,0.7,0.96,0.15
+Lawyer,65074,22,Bachelor's,0.42,1.23,0.42,Medium,0.33,0.03,0.97,0.81,0.09,1.0,0.61,0.85,0.07,0.39
+Mechanic,46775,29,PhD,0.11,0.99,0.48,Medium,0.22,0.3,0.97,0.29,0.21,0.54,0.67,0.73,0.75,0.04
+Software Engineer,127095,14,High School,0.77,1.4,0.54,Medium,0.05,0.4,0.07,0.75,0.06,0.19,0.42,0.46,0.41,0.46
+AI Engineer,85124,18,Master's,0.37,1.05,0.13,Low,0.35,0.61,0.49,0.72,0.56,0.8,0.44,0.49,0.67,0.22
+Nurse,48224,22,Bachelor's,0.62,0.53,0.16,Low,0.6,0.97,0.88,0.28,0.51,0.06,0.24,0.77,0.12,0.26
+Chef,80421,9,High School,0.82,1.28,0.65,Medium,0.75,0.12,0.52,0.44,0.31,0.83,0.46,0.06,0.27,0.23
+Marketing Manager,149028,19,PhD,0.65,1.06,0.5,Medium,0.65,0.75,0.55,0.94,0.98,1.0,0.67,0.93,0.4,0.86
+Truck Driver,137919,29,High School,0.9,1.33,0.8,High,0.16,0.33,0.77,0.23,0.48,0.57,0.6,0.94,0.66,0.79
+Graphic Designer,129391,13,Master's,0.5,0.6,0.4,Medium,0.35,0.64,0.25,0.23,0.29,0.59,0.49,0.84,0.7,0.67
+Marketing Manager,105125,29,Master's,0.06,1.01,0.33,Medium,0.36,0.03,0.18,0.11,0.8,0.35,0.08,0.27,0.68,0.75
+UX Researcher,127071,20,Master's,0.66,0.81,0.41,Medium,0.81,0.98,0.77,0.52,0.44,0.54,0.46,0.5,0.2,0.9
+AI Engineer,109036,1,Master's,0.68,1.45,0.12,Low,0.08,0.83,1.0,0.58,0.06,0.78,0.07,0.54,0.28,0.92
+Security Guard,59000,5,Bachelor's,0.9,0.8,0.8,High,0.95,0.2,0.58,0.39,0.77,0.13,0.44,0.7,0.41,0.06
+Truck Driver,45529,22,High School,0.5,0.51,0.85,High,0.92,0.11,0.59,0.73,0.07,0.02,0.46,0.79,0.16,0.84
+Security Guard,124845,15,PhD,0.33,1.02,0.94,High,0.22,0.5,0.62,0.14,0.04,0.01,0.32,0.07,0.8,1.0
+Security Guard,135312,28,High School,0.43,0.53,0.73,High,0.32,0.39,0.94,0.4,0.5,0.25,0.0,0.9,0.08,0.96
+Nurse,95478,22,High School,0.6,1.5,0.08,Low,0.42,0.78,0.03,0.69,0.08,0.24,0.16,0.91,0.18,0.04
+Graphic Designer,71702,8,Bachelor's,0.35,0.91,0.35,Medium,0.75,0.6,0.36,0.17,0.59,0.78,0.31,0.03,0.21,0.68
+Retail Worker,123068,25,Master's,0.01,0.81,0.72,High,0.32,0.41,0.92,0.08,0.78,0.4,0.81,0.51,0.04,0.95
+Construction Worker,33911,13,Bachelor's,0.6,1.38,0.72,High,0.55,0.82,0.99,0.72,0.28,0.7,0.71,0.7,0.85,0.09
+Lawyer,121964,14,PhD,0.64,1.45,0.49,Medium,0.96,0.94,0.9,0.91,0.9,0.82,0.69,0.02,0.13,0.13
+Data Scientist,78229,16,Master's,0.12,1.42,0.57,Medium,0.31,0.79,0.49,0.14,0.88,0.34,0.7,0.29,0.5,0.82
+Construction Worker,66704,18,PhD,0.98,0.57,0.83,High,0.92,0.95,0.23,0.14,0.72,0.04,0.49,0.8,0.56,0.19
+Retail Worker,91295,20,Bachelor's,0.92,1.12,0.88,High,0.34,0.19,0.26,0.53,0.28,0.54,0.71,0.73,0.16,0.75
+Customer Support,114532,0,Bachelor's,0.01,0.56,0.86,High,0.38,0.15,0.04,0.16,0.96,0.73,0.53,0.94,0.62,0.73
+Research Scientist,129211,27,Master's,0.14,0.9,0.06,Low,0.22,0.07,0.39,0.84,0.38,0.83,0.66,0.51,0.24,0.92
+Nurse,36826,12,PhD,0.69,1.12,0.16,Low,0.24,0.43,0.87,0.84,0.94,0.31,0.39,0.02,0.94,0.33
+Nurse,113899,28,Master's,0.91,1.03,0.19,Low,0.18,0.5,0.92,0.56,0.26,0.03,0.34,0.57,0.04,0.61
+Chef,59407,0,Bachelor's,0.78,0.53,0.61,Medium,0.52,0.37,0.97,0.16,0.54,0.32,0.53,0.55,0.09,0.66
+Doctor,120389,28,Master's,0.77,0.59,0.12,Low,0.65,0.14,0.68,0.06,0.33,0.85,0.77,0.64,0.87,0.71
+Teacher,145796,23,PhD,0.98,1.19,0.2,Low,0.41,0.9,0.3,0.01,0.2,0.11,0.32,0.83,0.65,0.17
+Financial Analyst,44433,0,High School,0.5,1.01,0.44,Medium,0.86,0.32,0.09,0.3,0.72,0.66,0.19,0.11,0.66,0.68
+Construction Worker,120913,26,High School,0.97,1.17,0.93,High,0.13,0.98,0.03,0.53,0.29,0.81,0.22,0.01,0.41,0.06
+UX Researcher,128747,21,Bachelor's,0.64,0.79,0.4,Medium,0.16,0.14,0.53,0.68,0.45,0.12,0.65,0.56,0.38,0.33
+Mechanic,102593,22,Master's,0.15,0.84,0.32,Medium,0.44,0.6,0.94,0.63,0.62,0.37,0.13,0.45,0.6,0.72
+Teacher,57706,12,Master's,0.26,0.74,0.19,Low,0.57,0.22,0.59,0.35,0.64,0.29,0.59,0.77,0.98,0.91
+Security Guard,53665,21,High School,0.43,0.84,0.75,High,0.6,0.95,0.36,0.88,0.15,0.94,0.35,0.38,0.46,0.72
+HR Specialist,109133,24,PhD,0.48,1.02,0.31,Medium,0.3,0.35,0.56,0.56,0.71,0.72,0.24,0.77,0.02,0.72
+Data Scientist,74329,5,Master's,0.73,1.03,0.47,Medium,0.69,0.04,0.22,0.62,0.85,0.38,0.26,0.52,0.62,0.42
+Marketing Manager,37279,9,High School,0.52,0.54,0.39,Medium,0.45,0.7,0.22,0.98,0.32,0.53,0.02,0.88,0.79,0.2
+Chef,69323,9,High School,0.32,1.19,0.63,Medium,0.74,0.92,0.86,0.99,0.18,0.3,0.64,0.73,0.53,0.07
+Graphic Designer,81454,18,High School,0.96,0.91,0.39,Medium,0.02,0.24,0.7,0.91,0.09,0.55,0.7,0.28,0.57,0.72
+Construction Worker,80366,15,Master's,0.45,1.25,0.78,High,0.21,0.19,0.36,0.04,0.28,0.65,0.65,0.07,0.29,0.57
+Software Engineer,71476,0,PhD,0.42,1.21,0.3,Low,0.28,0.14,0.13,0.96,0.38,0.53,0.73,0.05,0.24,0.83
+Mechanic,122850,11,High School,0.37,0.87,0.6,Medium,0.3,0.12,0.26,0.39,0.05,0.48,0.74,0.51,0.07,0.44
+Software Engineer,80608,17,High School,0.06,0.56,0.45,Medium,0.19,0.93,0.58,0.29,0.7,0.37,0.13,0.24,0.64,0.05
+AI Engineer,92188,24,Master's,0.25,1.08,0.22,Low,0.31,0.69,0.34,0.63,0.63,0.28,0.64,0.38,0.34,0.29
+Marketing Manager,43606,29,High School,0.93,0.89,0.32,Medium,0.71,0.29,0.25,0.32,0.72,0.82,0.59,0.32,0.31,0.12
+Teacher,83568,29,PhD,0.64,0.53,0.22,Low,0.45,0.97,0.82,0.17,0.72,0.49,0.19,0.7,0.55,0.03
+UX Researcher,81638,21,High School,0.63,0.64,0.44,Medium,0.59,0.14,0.85,0.03,0.1,0.12,0.53,0.62,0.4,0.29
+Retail Worker,123309,25,High School,0.07,0.78,0.71,High,0.01,0.35,0.19,0.27,0.82,0.16,0.78,0.68,0.33,0.55
+Chef,64873,24,Master's,0.13,1.41,0.53,Medium,0.88,0.82,0.08,0.21,0.15,0.83,0.86,0.53,0.1,0.14
+Teacher,78179,18,Master's,0.93,0.7,0.05,Low,0.33,0.03,0.83,0.49,0.64,0.41,0.35,0.22,0.77,0.7
+Research Scientist,78139,11,Bachelor's,0.32,0.5,0.07,Low,0.62,0.51,0.43,0.83,0.5,0.38,0.16,0.82,0.58,0.09
+Teacher,43445,11,Bachelor's,0.43,1.31,0.28,Low,0.6,0.73,0.06,0.56,0.76,0.5,0.59,0.9,0.2,0.1
+Chef,31299,6,PhD,0.82,1.35,0.56,Medium,0.83,0.7,0.09,0.76,0.18,0.24,0.39,0.31,0.32,0.17
+Data Scientist,104263,4,High School,0.02,0.97,0.61,Medium,0.86,0.82,0.42,0.73,0.29,0.06,0.68,0.65,0.8,0.62
+Teacher,33250,2,Master's,0.88,0.59,0.28,Low,0.93,0.73,0.9,0.77,0.53,0.6,0.63,0.13,0.19,0.52
+Research Scientist,135050,21,Master's,0.96,1.01,0.15,Low,0.16,0.42,0.3,0.09,0.97,0.26,0.69,0.09,0.91,0.59
+HR Specialist,80029,23,Bachelor's,0.67,1.27,0.69,Medium,0.89,0.79,0.69,0.57,0.12,0.17,0.82,0.8,0.61,0.44
+Security Guard,34965,8,Bachelor's,0.33,0.92,0.82,High,0.93,0.11,0.52,0.37,0.99,0.86,0.44,1.0,0.51,0.17
+Doctor,148225,11,High School,0.23,1.14,0.28,Low,0.79,0.27,0.3,0.07,0.29,0.09,0.5,0.71,0.75,0.06
+UX Researcher,118458,27,Bachelor's,0.29,0.6,0.44,Medium,0.3,0.63,0.88,0.45,0.75,0.15,0.89,0.15,0.19,0.11
+Security Guard,105763,6,PhD,0.55,1.49,0.9,High,0.38,0.58,0.62,0.82,0.74,0.57,0.67,0.75,0.13,0.2
+Security Guard,99458,16,Bachelor's,0.85,0.91,0.94,High,0.22,0.42,0.38,0.93,0.29,0.47,0.19,0.52,0.86,0.3
+Nurse,34516,11,Bachelor's,0.91,0.57,0.24,Low,0.26,0.18,0.6,0.71,0.39,0.04,0.91,0.73,0.27,0.5
+Teacher,123606,9,Master's,0.34,1.02,0.18,Low,0.21,0.78,0.3,0.58,0.27,0.43,0.21,0.63,0.43,0.02
+Data Scientist,149359,0,PhD,0.47,0.68,0.53,Medium,0.41,0.65,0.95,0.53,0.79,0.75,0.92,0.21,0.83,0.91
+Financial Analyst,37509,28,Bachelor's,0.31,1.45,0.55,Medium,0.38,0.79,0.3,0.18,0.54,0.57,0.83,0.46,0.81,0.31
+Data Scientist,117178,4,PhD,0.21,0.89,0.64,Medium,0.22,0.81,0.28,0.03,0.11,0.75,0.26,0.65,0.7,0.35
+Marketing Manager,49060,0,Bachelor's,0.4,1.45,0.43,Medium,0.18,0.37,0.67,0.7,0.92,0.88,0.29,0.46,0.75,0.92
+Teacher,59235,11,High School,0.44,1.4,0.14,Low,0.48,0.9,0.8,0.24,0.32,0.35,0.91,1.0,0.77,0.48
+Teacher,79216,21,Bachelor's,0.7,0.89,0.21,Low,0.61,0.48,0.94,0.02,0.71,0.41,0.71,0.68,0.01,0.29
+Teacher,49789,20,Master's,0.17,1.23,0.11,Low,0.47,0.25,0.58,0.72,0.33,0.6,0.82,0.09,0.71,0.32
+Retail Worker,107171,21,High School,0.02,0.92,0.87,High,0.52,0.6,0.33,0.18,0.81,0.91,0.51,0.31,0.51,0.88
+Teacher,30443,21,PhD,0.86,0.83,0.23,Low,0.65,0.57,0.53,0.55,0.85,0.92,0.11,0.57,0.92,0.13
+Mechanic,105494,7,Bachelor's,0.09,0.61,0.66,Medium,0.45,0.69,0.14,0.02,0.89,0.57,0.02,0.99,0.49,0.48
+UX Researcher,45231,0,High School,0.01,1.07,0.55,Medium,0.3,0.73,0.38,0.72,0.14,0.91,0.88,0.15,0.94,0.56
+Truck Driver,116065,9,PhD,0.84,0.58,0.74,High,0.29,0.48,0.35,0.51,0.19,0.68,0.06,0.36,0.18,0.73
+Lawyer,102436,19,PhD,0.08,1.29,0.66,Medium,0.97,0.58,0.33,0.32,0.38,0.61,0.49,0.65,0.04,0.11
+HR Specialist,62256,25,PhD,1.0,1.25,0.4,Medium,0.95,0.21,0.73,0.12,0.65,0.76,0.86,0.73,0.92,0.52
+UX Researcher,61917,10,Master's,0.8,0.78,0.41,Medium,0.83,0.15,0.62,0.96,0.84,0.06,0.32,0.14,0.95,0.99
+Lawyer,62948,6,PhD,0.67,1.34,0.39,Medium,0.19,0.01,0.41,0.9,0.9,0.13,0.2,0.41,0.78,0.61
+Lawyer,138602,23,Master's,0.59,0.6,0.49,Medium,0.99,0.09,0.52,0.3,0.54,0.57,0.58,0.85,0.39,0.52
+Construction Worker,43322,3,PhD,0.79,0.76,0.9,High,0.27,0.01,0.15,0.99,0.32,0.11,0.12,0.31,0.04,0.51
+Retail Worker,143044,14,High School,0.52,0.64,0.81,High,0.6,0.06,0.4,0.3,0.24,0.6,0.59,0.63,0.16,0.29
+Construction Worker,128875,7,Bachelor's,0.54,0.96,0.78,High,0.79,0.09,0.97,0.12,0.77,0.37,0.87,0.07,0.37,0.34
+AI Engineer,130901,27,Master's,0.99,0.69,0.21,Low,0.54,0.15,0.17,0.99,0.45,0.13,0.21,0.27,0.51,0.34
+Teacher,138298,2,Master's,0.17,0.83,0.07,Low,0.89,0.2,0.76,0.35,0.47,0.29,0.7,0.84,0.29,0.24
+Construction Worker,86987,9,High School,0.2,1.14,0.72,High,0.62,0.51,0.11,0.65,0.45,0.22,0.35,0.49,0.09,0.96
+Construction Worker,48445,26,High School,0.1,1.32,0.78,High,0.6,0.28,0.73,0.72,0.55,0.24,0.25,0.38,0.15,0.34
+Retail Worker,44407,0,PhD,0.81,0.9,0.89,High,0.1,0.88,0.29,0.4,0.8,0.64,0.31,0.23,0.96,0.09
+Construction Worker,36934,3,PhD,0.67,1.11,0.88,High,0.73,0.86,0.92,0.78,0.23,0.46,0.64,0.54,0.16,0.59
+Software Engineer,131053,0,Master's,0.42,1.17,0.55,Medium,0.38,0.57,0.21,0.55,0.8,0.76,0.36,0.11,0.8,0.27
+Graphic Designer,48082,19,Master's,0.45,1.24,0.62,Medium,0.98,0.19,0.29,0.61,0.81,0.23,0.41,0.41,0.77,0.24
+AI Engineer,66738,18,High School,0.51,0.78,0.12,Low,0.02,0.69,0.78,0.03,0.59,0.78,0.38,0.43,0.36,0.32
+Teacher,125946,8,High School,0.17,0.94,0.29,Low,0.03,0.16,0.78,0.13,0.27,0.45,0.94,0.18,0.92,0.72
+Software Engineer,40037,25,Master's,0.72,0.53,0.34,Medium,0.33,0.07,0.99,0.58,0.49,0.79,0.98,0.96,0.79,0.38
+Truck Driver,77287,23,High School,0.1,0.5,0.7,Medium,0.94,0.93,0.67,0.73,0.51,0.24,0.91,0.28,0.74,0.25
+Construction Worker,33063,1,Master's,0.65,1.14,0.72,High,0.42,0.52,0.29,0.88,0.84,0.49,0.34,0.8,0.2,0.07
+Lawyer,140263,12,High School,0.04,0.99,0.4,Medium,0.69,0.65,0.54,0.35,0.85,0.71,0.27,0.5,0.16,0.33
+Marketing Manager,67932,9,Master's,0.22,1.2,0.4,Medium,0.94,0.31,0.35,0.59,0.59,0.58,0.57,0.31,0.43,0.59
+UX Researcher,53519,24,Bachelor's,0.25,1.2,0.67,Medium,0.76,0.08,0.47,0.44,0.34,0.49,0.44,0.01,0.24,0.21
+Data Scientist,100363,11,Bachelor's,0.17,0.57,0.38,Medium,0.85,0.8,0.44,0.88,0.23,0.58,0.14,0.83,0.13,0.03
+Nurse,58911,8,High School,0.9,0.63,0.13,Low,0.32,0.8,0.42,0.61,0.4,0.55,0.06,0.37,0.86,0.69
+HR Specialist,105253,19,High School,0.79,0.95,0.57,Medium,0.78,0.27,0.06,0.41,0.14,0.28,0.95,0.85,0.59,0.4
+Data Scientist,105650,5,Master's,0.57,1.03,0.61,Medium,0.93,0.33,0.21,0.4,0.44,0.04,0.86,1.0,0.92,0.86
+Nurse,99037,25,Bachelor's,0.91,1.19,0.09,Low,0.16,0.05,0.41,0.81,0.49,0.37,0.11,0.05,0.4,0.1
+Construction Worker,38715,26,Master's,0.4,1.0,0.75,High,0.68,0.42,0.09,0.64,0.36,0.05,0.95,0.57,0.48,0.86
+AI Engineer,44466,9,PhD,0.22,1.31,0.26,Low,0.05,0.71,0.06,0.59,0.67,0.37,0.88,0.8,0.93,0.31
+Customer Support,85432,0,Bachelor's,0.81,0.72,0.82,High,0.82,0.22,0.31,0.44,0.27,0.46,0.01,0.21,0.83,0.41
+Nurse,127557,13,Master's,0.89,1.32,0.19,Low,0.47,0.65,0.47,0.64,0.31,0.84,0.7,0.33,0.83,0.49
+Graphic Designer,104227,10,High School,0.08,1.2,0.65,Medium,0.81,0.66,0.14,0.09,0.35,0.85,0.96,0.24,0.76,0.57
+Retail Worker,64585,21,Bachelor's,0.54,1.31,0.77,High,0.9,0.24,0.08,0.16,0.84,0.42,0.8,0.53,0.48,0.81
+UX Researcher,140397,18,PhD,0.8,0.6,0.55,Medium,0.7,0.9,0.22,0.6,0.43,0.38,0.11,0.13,0.84,0.75
+Truck Driver,102620,8,Master's,0.83,0.58,0.86,High,0.87,0.84,0.37,0.75,0.43,0.84,0.53,0.76,0.08,0.59
+Doctor,123332,8,High School,0.61,1.2,0.28,Low,0.79,0.22,0.83,0.12,0.62,0.88,0.1,0.85,0.8,0.5
+Chef,120833,16,High School,0.82,0.68,0.59,Medium,0.65,0.06,0.02,0.35,0.69,0.33,0.67,0.67,0.81,0.1
+Financial Analyst,77131,13,High School,0.06,0.68,0.43,Medium,0.71,0.97,0.34,0.52,0.26,0.68,0.37,0.48,0.57,0.69
+Construction Worker,131298,25,High School,0.55,0.93,0.73,High,0.21,0.88,0.87,0.03,0.69,0.55,0.94,0.91,0.58,0.14
+Lawyer,58653,6,PhD,0.73,1.45,0.45,Medium,0.78,0.68,0.08,0.56,0.18,0.68,0.61,0.97,0.94,0.01
+Lawyer,83020,0,PhD,0.77,1.19,0.62,Medium,0.27,0.85,0.44,0.26,0.01,0.87,0.54,0.98,0.71,0.08
+Lawyer,141257,29,Bachelor's,0.02,1.06,0.44,Medium,0.64,0.54,0.26,0.16,0.4,0.99,0.44,0.75,0.06,0.38
+Data Scientist,33303,29,Master's,0.75,1.03,0.51,Medium,0.76,0.31,0.09,0.35,0.16,0.97,0.58,0.45,0.91,0.9
+Construction Worker,104519,27,High School,0.87,0.56,0.92,High,0.31,0.57,0.27,0.98,0.07,0.45,0.62,0.62,0.74,0.72
+AI Engineer,121751,12,Master's,0.23,0.87,0.15,Low,0.96,0.41,0.22,0.63,0.43,0.25,0.72,0.19,0.63,0.43
+HR Specialist,91557,13,Bachelor's,0.95,0.82,0.44,Medium,0.87,0.13,0.11,0.28,0.59,0.38,0.61,0.16,0.26,0.57
+Data Scientist,101452,2,High School,0.42,1.07,0.69,Medium,0.08,0.46,0.4,0.82,0.9,0.91,0.38,0.3,0.45,0.34
+Financial Analyst,70508,10,Master's,0.91,0.73,0.53,Medium,0.36,0.66,0.56,0.92,0.1,0.22,0.77,0.37,0.17,0.5
+Research Scientist,81238,18,Master's,0.04,0.79,0.25,Low,0.52,0.04,0.28,0.64,0.2,0.83,0.68,0.47,0.92,0.39
+HR Specialist,146084,22,High School,0.66,1.07,0.43,Medium,0.34,0.4,0.29,0.71,0.65,0.44,0.4,0.37,0.28,0.09
+Research Scientist,99619,27,High School,0.32,1.05,0.24,Low,0.4,0.94,0.83,0.98,0.88,0.62,0.6,0.13,0.72,0.6
+Retail Worker,49830,29,PhD,0.69,0.94,0.83,High,0.4,0.72,0.88,0.84,0.79,0.01,0.91,0.27,0.89,0.2
+Mechanic,70882,6,Master's,0.75,1.14,0.47,Medium,0.68,0.55,0.28,0.65,0.2,0.69,0.0,0.55,0.4,0.3
+Security Guard,124204,26,High School,0.65,1.47,0.91,High,0.72,0.48,0.39,0.03,0.36,0.85,0.38,0.46,0.27,0.27
+Construction Worker,84255,1,High School,0.61,0.95,0.85,High,0.55,0.8,0.75,0.77,0.5,0.35,0.93,0.05,0.15,0.42
+Financial Analyst,51566,14,PhD,0.01,1.22,0.52,Medium,0.48,0.42,0.52,0.16,0.11,0.29,0.71,0.59,0.48,0.57
+Graphic Designer,130461,4,High School,0.31,0.6,0.66,Medium,0.6,0.7,0.46,0.76,0.58,0.05,0.89,0.31,0.14,0.09
+Chef,80891,18,Bachelor's,0.7,1.2,0.67,Medium,0.35,0.56,0.62,0.98,0.31,0.96,0.15,0.76,0.63,0.82
+Construction Worker,127871,5,PhD,0.07,0.68,0.93,High,0.12,0.58,0.32,0.56,0.23,0.44,0.87,0.38,0.35,0.45
+Graphic Designer,112418,9,High School,0.59,1.46,0.34,Medium,0.12,0.7,0.67,0.25,0.81,0.13,0.93,0.2,0.08,0.34
+Doctor,54002,10,PhD,0.53,1.19,0.17,Low,0.66,0.36,0.03,0.97,0.82,0.07,0.45,0.64,0.19,0.58
+Security Guard,108391,9,Bachelor's,0.21,0.64,0.89,High,0.32,0.24,0.74,0.74,0.28,0.87,0.69,0.35,0.43,0.73
+Nurse,53474,11,PhD,0.47,1.15,0.18,Low,0.61,0.55,0.2,0.41,0.53,0.78,0.65,0.43,0.97,0.11
+Doctor,106286,1,Master's,0.34,0.73,0.21,Low,0.04,0.18,0.29,0.68,0.88,0.8,0.18,0.57,0.03,0.31
+Software Engineer,92520,7,PhD,0.46,0.65,0.48,Medium,0.2,0.39,0.49,0.35,0.94,0.56,0.84,0.76,0.66,0.5
+Security Guard,60210,29,Master's,0.61,0.86,0.73,High,0.44,0.74,0.96,0.37,0.54,0.85,0.33,0.14,0.28,0.9
+Research Scientist,109558,13,Bachelor's,0.82,1.31,0.1,Low,0.45,0.32,0.97,0.88,0.25,0.31,0.53,0.28,0.82,0.82
+UX Researcher,54559,20,Master's,0.69,1.05,0.44,Medium,0.84,0.86,0.05,0.4,0.03,0.84,0.18,0.67,0.36,0.82
+HR Specialist,85099,9,Bachelor's,0.32,0.82,0.43,Medium,0.79,0.71,0.32,0.49,0.08,0.83,0.27,0.89,0.6,0.57
+Software Engineer,68433,29,Master's,0.98,1.45,0.64,Medium,0.85,0.66,0.83,0.21,0.39,0.64,0.87,0.66,0.84,0.47
+Doctor,109791,2,PhD,0.98,0.65,0.28,Low,0.52,0.64,0.88,0.41,0.42,0.53,0.02,0.5,0.29,0.93
+Graphic Designer,149321,14,PhD,0.46,1.45,0.66,Medium,0.7,0.59,0.28,0.37,0.09,0.79,0.32,0.67,0.36,0.46
+Doctor,72048,27,Bachelor's,0.8,0.71,0.15,Low,0.13,0.08,0.6,0.19,0.06,0.9,0.53,0.13,0.05,0.12
+Data Scientist,132076,26,High School,0.67,1.14,0.36,Medium,0.63,0.4,0.46,0.8,0.33,0.15,0.87,0.21,0.29,0.71
+Retail Worker,105605,24,Master's,0.8,0.68,0.79,High,0.13,0.54,0.29,0.69,0.0,0.06,0.43,0.96,0.89,0.99
+Retail Worker,120811,25,Master's,0.05,0.81,0.87,High,0.14,0.3,0.06,0.47,0.21,0.09,0.41,0.35,0.54,0.75
+Truck Driver,115520,9,Master's,0.79,0.53,0.81,High,0.59,0.96,0.57,0.16,0.52,0.4,0.48,0.2,0.5,0.15
+Data Scientist,135341,14,High School,0.89,0.85,0.57,Medium,0.12,0.74,0.17,0.69,0.42,0.93,0.46,0.03,0.48,0.8
+Customer Support,116402,5,PhD,0.97,1.34,0.83,High,0.21,0.0,0.98,0.94,0.27,0.64,0.73,0.58,0.84,0.08
+HR Specialist,71503,10,High School,0.39,0.98,0.48,Medium,0.53,0.6,0.71,0.52,0.68,0.34,0.94,0.06,0.55,0.09
+Truck Driver,107366,29,Master's,0.26,1.44,0.7,Medium,0.39,0.78,0.19,0.82,0.86,0.71,0.21,0.27,0.17,0.18
+Teacher,132187,17,Bachelor's,0.86,1.03,0.13,Low,0.29,0.54,0.33,0.86,0.21,0.88,0.66,0.96,0.02,0.06
+Customer Support,71164,25,PhD,0.91,1.23,0.86,High,0.03,0.35,0.35,0.54,0.26,0.27,0.62,0.94,0.66,0.67
+Teacher,67624,17,High School,0.15,0.53,0.24,Low,0.44,0.43,0.23,0.51,0.44,0.35,0.44,0.38,0.94,0.98
+Retail Worker,144499,1,Master's,0.99,0.77,0.91,High,0.41,0.75,0.2,0.81,0.08,0.27,0.82,0.75,0.5,0.67
+Teacher,146585,29,High School,0.67,0.51,0.26,Low,0.52,0.94,0.48,0.43,0.45,0.36,0.17,0.84,0.39,0.53
+Doctor,115780,24,PhD,0.06,1.1,0.27,Low,0.49,0.16,0.12,0.9,0.7,0.97,0.08,0.9,0.85,0.89
+Teacher,140168,4,High School,0.55,1.0,0.13,Low,0.72,0.54,0.93,0.24,0.31,0.32,0.81,0.1,0.46,0.43
+Customer Support,113764,20,Master's,0.41,1.01,0.72,High,0.51,0.96,0.98,0.53,0.52,0.29,1.0,0.27,0.45,0.0
+Graphic Designer,114367,4,Bachelor's,0.07,1.24,0.52,Medium,0.57,0.29,0.81,0.0,0.33,0.66,0.91,0.23,0.54,0.54
+Nurse,54195,25,Master's,0.18,0.52,0.09,Low,0.98,0.21,0.94,0.21,0.93,0.65,0.11,0.58,0.32,0.38
+Doctor,98397,14,Master's,0.42,1.16,0.24,Low,0.33,0.92,0.94,0.04,0.01,0.43,0.59,0.28,0.26,0.68
+Teacher,114692,15,PhD,0.17,1.38,0.22,Low,0.36,0.68,0.11,0.47,0.17,0.04,0.34,0.15,0.63,0.67
+Lawyer,75814,5,Master's,0.02,1.29,0.3,Low,0.34,0.49,0.82,0.84,0.72,0.25,0.72,0.25,0.21,0.55
+AI Engineer,122079,12,Bachelor's,0.05,0.56,0.25,Low,0.86,0.6,0.43,0.85,0.73,0.58,0.32,0.2,0.42,0.29
+Chef,138165,26,PhD,0.52,0.67,0.62,Medium,0.15,0.48,0.75,0.49,0.36,0.47,0.85,0.99,0.63,0.79
+Data Scientist,130296,26,PhD,0.88,1.45,0.53,Medium,0.75,0.51,0.29,0.85,0.6,0.58,0.66,0.86,0.73,0.21
+Teacher,144547,28,High School,0.98,1.05,0.28,Low,0.81,0.67,0.35,0.3,0.64,0.43,0.8,0.76,0.31,0.7
+Teacher,85133,18,Master's,0.32,0.91,0.27,Low,0.36,0.29,0.35,0.21,0.54,0.15,0.82,0.23,0.6,0.13
+Retail Worker,127347,6,High School,0.82,1.27,0.88,High,0.83,0.1,0.68,0.27,0.79,0.96,0.9,0.11,0.37,0.36
+AI Engineer,82990,27,High School,0.1,0.88,0.3,Low,0.57,0.62,0.47,0.66,0.96,0.59,0.07,0.49,0.99,0.39
+Software Engineer,69379,26,Bachelor's,0.11,0.64,0.65,Medium,0.3,0.31,0.39,0.97,0.08,0.82,0.34,0.85,0.99,0.35
+Chef,128235,14,Bachelor's,0.14,1.26,0.36,Medium,0.26,0.2,0.36,0.07,0.86,0.86,0.41,0.61,0.64,0.75
+Mechanic,102181,17,Bachelor's,0.54,1.17,0.44,Medium,0.72,0.32,0.4,0.67,0.38,0.2,0.87,0.92,0.63,0.81
+UX Researcher,111839,29,High School,0.61,1.41,0.44,Medium,0.7,0.06,0.79,0.83,0.4,0.64,0.86,0.88,0.11,0.83
+Truck Driver,83242,19,High School,0.73,0.83,0.71,High,0.21,0.41,0.74,0.1,0.81,1.0,0.79,0.47,0.57,0.01
+Doctor,93611,13,Bachelor's,0.9,0.52,0.28,Low,0.11,0.13,0.18,0.8,0.48,0.15,0.69,0.94,0.57,0.1
+Software Engineer,38871,6,High School,0.8,1.13,0.67,Medium,0.55,0.06,0.4,0.66,0.38,1.0,0.41,0.55,0.23,0.15
+AI Engineer,78743,10,Master's,0.59,0.5,0.12,Low,0.64,0.81,0.31,0.65,0.27,0.69,0.7,0.13,0.67,0.33
+HR Specialist,107418,10,Bachelor's,0.5,0.95,0.61,Medium,0.08,0.79,0.11,0.21,0.52,0.46,0.99,0.59,0.33,0.9
+Security Guard,116472,13,Master's,0.27,0.99,0.93,High,0.71,0.68,0.73,0.66,0.76,0.19,0.18,0.36,0.85,0.71
+Chef,56025,28,High School,0.02,0.74,0.62,Medium,0.24,0.73,0.18,0.61,0.63,0.75,0.44,0.63,0.49,0.95
+Graphic Designer,51747,19,Bachelor's,0.67,0.99,0.57,Medium,0.82,0.69,0.62,0.85,0.9,0.39,0.17,0.82,0.21,0.93
+Data Scientist,117090,27,High School,0.92,1.09,0.61,Medium,0.4,0.99,0.23,0.26,0.05,0.94,0.46,0.67,0.69,0.87
+Doctor,65486,5,Bachelor's,0.56,1.21,0.24,Low,0.19,0.11,0.07,0.37,0.5,0.62,0.96,0.33,0.76,0.53
+Nurse,148871,17,High School,0.62,1.47,0.08,Low,0.51,0.05,0.32,0.62,0.84,0.73,0.46,0.91,0.3,0.75
+Research Scientist,72925,15,PhD,0.9,1.3,0.28,Low,0.21,0.67,0.74,0.74,0.5,0.01,0.26,0.32,0.85,0.84
+HR Specialist,50647,20,High School,0.02,0.81,0.35,Medium,0.15,0.29,0.07,0.24,0.96,0.31,0.16,0.72,0.83,0.31
+Nurse,134839,24,Master's,0.24,0.89,0.07,Low,0.67,0.82,0.66,0.42,0.29,0.41,0.42,0.67,0.93,0.07
+UX Researcher,94310,12,Bachelor's,0.91,0.62,0.37,Medium,0.31,0.56,0.13,0.2,0.9,0.11,0.4,0.76,0.89,0.34
+Construction Worker,67788,7,PhD,0.74,1.27,0.95,High,0.14,0.71,0.42,0.91,0.41,0.45,0.13,0.32,0.4,0.02
+Financial Analyst,87676,21,PhD,0.34,1.3,0.34,Medium,0.76,0.71,0.24,0.08,0.84,0.25,0.15,0.36,0.4,0.33
+Mechanic,73677,25,High School,0.88,1.37,0.46,Medium,0.96,0.68,0.83,0.5,0.16,0.89,0.49,0.97,0.25,0.99
+Customer Support,84012,8,PhD,0.37,1.09,0.87,High,0.72,0.48,0.08,0.5,0.33,0.66,0.18,0.39,0.97,0.09
+Software Engineer,67470,10,High School,0.09,0.66,0.54,Medium,0.44,0.55,0.88,0.82,0.89,0.62,0.49,0.46,0.74,0.52
+Lawyer,139055,22,Master's,0.14,0.86,0.33,Medium,0.24,0.66,0.01,0.6,0.77,0.17,0.18,0.03,0.51,0.65
+Research Scientist,31757,21,Bachelor's,0.39,0.95,0.25,Low,0.03,0.78,0.67,0.24,0.52,0.05,0.38,0.17,0.02,0.36
+Teacher,62964,18,High School,0.92,1.16,0.15,Low,1.0,0.28,0.19,0.46,0.5,0.35,0.7,0.18,0.51,0.5
+Chef,139276,15,PhD,0.93,1.16,0.42,Medium,0.69,0.25,0.97,0.82,0.43,0.78,0.41,0.07,0.71,0.4
+UX Researcher,124364,24,High School,0.31,1.34,0.57,Medium,0.85,0.29,0.46,0.82,0.64,0.36,0.51,1.0,0.74,0.61
+AI Engineer,30030,0,Master's,0.44,1.45,0.19,Low,0.33,0.09,0.38,0.57,0.7,0.88,0.94,0.1,0.6,0.67
+Retail Worker,54524,19,Bachelor's,0.55,0.83,0.72,High,0.07,0.76,0.62,0.72,0.69,0.13,0.15,0.25,0.4,0.94
+Financial Analyst,43733,7,Master's,0.26,0.56,0.57,Medium,0.63,0.68,0.26,0.52,0.36,0.82,0.07,0.28,0.6,0.21
+AI Engineer,92086,21,Master's,0.14,0.52,0.27,Low,0.33,0.16,0.17,0.89,0.65,0.96,0.8,0.77,0.5,0.82
+UX Researcher,134643,2,Bachelor's,0.83,1.26,0.57,Medium,0.33,0.63,0.51,0.46,0.99,0.5,0.03,0.63,0.73,0.89
+Software Engineer,136565,22,Bachelor's,0.02,0.62,0.36,Medium,0.21,0.8,0.31,0.31,0.76,0.41,0.06,0.59,0.13,0.57
+Customer Support,53784,28,PhD,0.93,0.57,0.78,High,0.65,0.32,0.45,0.02,0.69,0.88,0.98,0.83,0.03,0.65
+Truck Driver,129892,9,High School,0.94,1.4,0.95,High,0.86,0.55,0.71,0.96,0.58,0.84,0.94,0.57,0.16,0.16
+Chef,123497,20,Master's,0.48,0.98,0.55,Medium,0.48,0.97,0.29,0.87,0.1,0.6,0.65,0.77,0.5,0.2
+Customer Support,71147,16,PhD,0.27,0.92,0.83,High,0.63,0.85,0.91,0.46,0.09,0.8,0.48,0.55,0.6,0.67
+Marketing Manager,138131,20,Master's,0.95,1.44,0.62,Medium,0.89,0.05,0.85,0.07,0.75,0.17,0.36,0.18,0.44,0.41
+Financial Analyst,38168,1,Bachelor's,0.3,1.25,0.33,Medium,0.52,0.12,0.29,0.26,0.84,0.19,0.81,0.79,0.5,0.23
+HR Specialist,126017,20,Bachelor's,0.01,1.03,0.68,Medium,0.15,0.57,0.96,0.86,0.85,0.82,0.31,0.89,0.94,0.5
+Lawyer,106548,14,Master's,0.41,0.83,0.38,Medium,0.62,0.56,0.46,0.1,0.8,0.17,0.11,0.62,0.4,0.06
+Marketing Manager,64574,6,Master's,0.77,1.12,0.45,Medium,0.19,0.63,0.89,0.65,0.81,0.52,0.72,0.9,0.77,0.91
+Truck Driver,106334,15,High School,0.9,1.12,0.92,High,0.04,0.66,0.85,0.17,0.66,0.82,0.29,0.41,0.57,0.52
+Customer Support,50709,8,Master's,0.1,0.6,0.77,High,0.25,0.74,0.57,0.76,0.07,0.49,0.32,0.85,0.71,0.87
+Graphic Designer,72434,10,High School,0.72,1.04,0.63,Medium,0.51,0.54,0.05,0.67,0.27,0.02,0.07,0.96,0.35,0.87
+Marketing Manager,122192,28,Bachelor's,0.94,1.38,0.66,Medium,0.29,0.15,0.64,0.49,0.1,0.68,0.56,0.86,0.61,0.57
+Doctor,102399,28,Bachelor's,0.46,1.45,0.08,Low,0.45,0.66,0.43,0.28,0.29,0.23,0.34,0.87,0.51,0.24
+Construction Worker,52489,28,PhD,0.46,0.52,0.85,High,0.03,0.54,0.46,0.24,0.33,0.71,0.01,0.32,0.68,0.15
+Truck Driver,123995,6,Bachelor's,0.17,0.65,0.89,High,0.27,0.38,0.73,0.18,0.53,0.92,0.55,0.05,0.59,0.09
+Nurse,116090,21,PhD,0.85,0.51,0.07,Low,0.36,1.0,0.29,0.16,0.55,0.52,0.45,0.95,0.28,0.29
+HR Specialist,126190,21,High School,0.32,1.3,0.69,Medium,0.04,0.99,0.25,0.42,0.78,0.67,0.78,0.47,0.92,0.79
+Mechanic,132535,20,High School,0.95,1.46,0.47,Medium,0.65,0.81,0.82,0.01,0.63,0.97,0.23,0.8,0.53,0.22
+UX Researcher,84026,19,Master's,0.76,0.82,0.45,Medium,0.49,0.51,0.21,0.67,0.69,0.14,0.53,0.61,0.19,0.89
+Doctor,61171,13,Bachelor's,0.12,0.83,0.17,Low,0.01,0.03,0.06,0.54,0.34,0.89,0.56,0.76,0.69,0.52
+AI Engineer,140549,1,Bachelor's,0.87,1.03,0.17,Low,0.72,0.21,0.79,0.43,0.13,0.12,0.16,0.89,0.99,0.36
+Customer Support,120061,16,Master's,0.82,0.71,0.93,High,0.67,0.9,0.55,0.69,0.62,0.83,0.84,0.59,0.63,0.92
+Truck Driver,143357,22,Master's,0.66,0.51,0.73,High,0.86,0.08,0.21,0.23,0.6,0.58,0.29,0.21,0.76,0.94
+Software Engineer,74099,6,High School,0.13,1.14,0.62,Medium,0.79,0.72,0.89,0.22,0.11,0.62,0.82,0.58,0.96,0.8
+HR Specialist,101543,2,Master's,0.06,0.61,0.61,Medium,0.2,0.03,0.91,0.89,0.22,0.78,0.05,0.29,0.62,0.76
+Nurse,129691,18,High School,0.33,0.71,0.3,Low,0.67,0.41,0.08,0.6,0.64,0.82,0.29,0.98,0.44,0.3
+Teacher,111793,14,High School,0.53,1.3,0.19,Low,0.96,0.37,0.06,0.78,0.71,0.53,0.33,0.19,0.48,0.67
+Marketing Manager,33814,28,High School,0.32,0.63,0.49,Medium,0.79,0.97,0.5,0.17,0.68,0.76,0.07,0.85,0.83,0.47
+Chef,113395,29,Bachelor's,0.45,1.27,0.47,Medium,0.31,0.99,0.94,0.94,0.13,0.23,0.44,0.83,0.74,0.85
+Software Engineer,104892,28,Master's,0.78,0.76,0.41,Medium,0.35,0.3,0.25,0.75,0.03,0.73,0.82,0.07,0.06,0.29
+Marketing Manager,134560,4,PhD,0.58,1.18,0.55,Medium,0.36,0.5,0.64,0.12,0.23,0.89,0.34,0.8,0.25,0.04
+HR Specialist,46585,15,Bachelor's,0.89,1.32,0.4,Medium,0.91,0.48,0.05,0.03,0.49,0.55,0.08,0.92,0.72,0.8
+Graphic Designer,65878,27,High School,0.66,0.89,0.57,Medium,0.98,0.65,0.34,0.29,0.96,0.19,0.81,0.47,0.44,0.75
+Retail Worker,144742,13,PhD,0.78,0.66,0.8,High,0.42,0.1,0.44,0.81,0.3,0.43,0.96,0.03,0.59,0.74
+Chef,108074,18,Bachelor's,0.72,1.23,0.32,Medium,0.53,0.78,0.09,0.01,0.81,0.71,0.41,0.94,0.77,0.97
+Chef,135178,27,High School,0.48,1.25,0.57,Medium,0.81,0.79,0.15,0.23,0.27,0.82,0.81,0.5,0.58,0.83
+Research Scientist,38794,6,PhD,0.05,0.98,0.28,Low,0.79,0.37,0.06,0.64,0.83,0.66,0.43,0.12,0.91,0.28
+Research Scientist,87364,18,Bachelor's,0.82,1.48,0.22,Low,0.62,0.32,0.02,0.19,0.58,0.15,0.88,0.19,0.52,0.51
+Truck Driver,41853,17,Bachelor's,0.33,1.37,0.81,High,0.7,0.64,0.12,0.62,0.55,0.9,0.88,0.15,0.08,0.29
+UX Researcher,73280,28,Master's,0.02,1.17,0.54,Medium,0.65,0.22,0.23,0.43,0.1,0.07,0.09,0.57,0.4,0.29
+Mechanic,130854,10,Master's,0.21,0.91,0.38,Medium,0.7,0.12,0.95,0.09,0.94,0.83,0.68,0.91,0.14,0.18
+Mechanic,100286,28,High School,0.24,0.81,0.53,Medium,0.03,0.38,0.25,0.61,0.99,0.52,0.43,0.37,0.78,0.07
+Construction Worker,129646,20,Bachelor's,0.42,0.81,0.94,High,0.94,0.64,0.02,0.75,0.34,0.39,0.16,0.52,0.74,0.27
+Software Engineer,82445,25,Bachelor's,0.19,0.57,0.56,Medium,0.85,0.95,0.77,0.2,0.98,0.92,0.16,0.56,0.56,0.44
+UX Researcher,86152,11,Master's,0.21,1.17,0.61,Medium,0.2,0.82,0.96,0.62,0.78,0.53,0.6,0.01,0.52,0.58
+Truck Driver,45485,4,PhD,0.17,0.74,0.89,High,0.17,0.42,0.25,0.55,0.99,0.85,0.27,0.37,0.92,0.9
+Security Guard,53953,29,Master's,0.83,0.8,0.84,High,0.01,1.0,0.76,0.24,0.68,0.29,0.09,0.43,0.61,0.09
+Chef,48027,3,Bachelor's,0.51,1.13,0.4,Medium,0.02,0.32,0.4,0.64,0.93,0.2,0.69,0.1,0.19,0.51
+Doctor,45265,15,PhD,0.86,1.24,0.05,Low,0.68,0.82,0.53,0.97,0.0,0.82,0.33,0.65,0.69,0.31
+Security Guard,39160,26,PhD,0.1,0.66,0.92,High,0.12,0.38,0.73,0.79,0.95,0.79,0.84,0.95,0.55,0.34
+Security Guard,100717,16,High School,0.16,0.57,0.9,High,0.95,0.44,0.16,0.5,0.39,0.37,0.63,0.17,0.38,0.87
+HR Specialist,117275,27,High School,0.06,1.01,0.34,Medium,0.96,0.24,0.93,0.83,0.55,0.34,0.86,0.15,0.18,0.22
+Security Guard,73496,25,PhD,0.31,1.49,0.75,High,0.81,0.1,0.35,0.24,0.98,0.03,0.72,0.25,0.81,0.31
+Lawyer,95635,1,PhD,0.27,0.91,0.59,Medium,0.1,0.76,0.11,0.91,0.28,0.58,0.12,0.27,0.4,0.49
+Software Engineer,57762,7,Bachelor's,0.89,0.51,0.61,Medium,0.47,0.52,0.21,0.61,0.54,0.16,0.24,0.07,0.07,0.01
+Teacher,95888,15,High School,0.68,0.82,0.14,Low,0.13,0.58,0.34,0.68,0.74,0.58,0.28,0.51,0.25,0.9
+Retail Worker,84150,23,Bachelor's,0.97,1.05,0.78,High,0.1,0.54,0.86,0.87,0.6,0.39,0.65,0.76,0.41,0.48
+Mechanic,87026,4,Master's,0.88,1.29,0.31,Medium,0.12,0.85,0.83,0.39,0.58,0.91,0.91,0.78,0.21,0.73
+Teacher,133992,1,High School,0.89,0.65,0.22,Low,0.61,0.78,0.55,0.06,0.71,0.38,0.32,0.99,0.59,0.71
+Software Engineer,115847,18,Bachelor's,0.77,1.25,0.56,Medium,1.0,0.46,0.71,0.8,0.38,0.46,0.97,0.03,0.34,0.49
+Data Scientist,30645,4,High School,0.9,0.79,0.4,Medium,0.82,0.28,0.66,0.82,0.79,0.78,0.09,0.08,0.31,0.04
+Teacher,40704,23,PhD,0.39,1.06,0.12,Low,0.49,0.33,0.2,0.65,0.67,0.83,0.87,0.7,0.69,0.06
+Lawyer,62256,7,Bachelor's,0.81,0.73,0.44,Medium,0.15,0.2,0.78,0.26,0.45,0.15,0.68,0.73,0.36,0.78
+Software Engineer,64224,11,High School,0.69,1.23,0.69,Medium,0.23,0.09,0.26,0.12,0.17,0.33,0.41,0.9,0.2,0.97
+Chef,43167,11,Master's,0.88,1.43,0.6,Medium,0.79,0.44,0.51,0.93,0.38,0.04,0.76,0.57,0.81,0.08
+Chef,99459,6,High School,0.25,1.4,0.34,Medium,0.84,0.09,0.03,0.24,0.33,0.63,0.13,0.44,0.2,0.86
+Retail Worker,90628,24,Master's,0.36,1.13,0.93,High,0.87,0.9,0.06,0.84,0.78,0.9,0.31,0.91,0.4,0.63
+UX Researcher,95162,25,PhD,0.43,1.05,0.44,Medium,0.79,0.63,0.69,0.23,0.97,0.66,0.2,0.75,0.17,0.06
+Nurse,144009,2,Master's,0.55,0.69,0.14,Low,0.95,0.29,0.16,0.99,0.3,0.68,0.23,0.55,0.39,0.96
+Nurse,53978,11,PhD,0.58,1.44,0.3,Low,0.1,0.83,0.38,0.59,0.38,0.4,0.16,0.57,0.55,0.19
+HR Specialist,85419,21,High School,0.97,1.21,0.49,Medium,0.92,0.58,0.14,0.55,0.18,0.77,0.97,0.36,0.43,0.42
+Data Scientist,123004,16,Bachelor's,0.79,1.12,0.33,Medium,0.84,0.19,0.98,0.38,0.62,0.08,0.34,0.8,0.48,0.9
+Software Engineer,47874,25,Bachelor's,0.93,1.48,0.48,Medium,0.57,0.83,0.22,0.86,0.59,0.73,0.08,0.77,0.31,0.81
+Software Engineer,149318,17,High School,0.27,1.45,0.61,Medium,0.99,0.36,0.65,0.61,0.69,0.04,0.29,0.91,0.42,0.96
+Mechanic,39413,1,Master's,1.0,1.2,0.61,Medium,0.4,0.91,0.55,0.68,0.09,0.63,0.88,0.18,0.74,0.03
+Research Scientist,137541,1,Master's,0.98,0.85,0.08,Low,0.66,0.03,0.48,0.27,0.47,0.02,0.05,0.02,0.62,0.56
+Data Scientist,45890,19,PhD,0.59,0.6,0.43,Medium,0.6,0.01,0.04,0.68,0.89,0.86,0.17,0.91,0.7,0.72
+Marketing Manager,137747,8,High School,0.72,1.21,0.54,Medium,0.36,0.81,0.94,0.87,0.24,0.45,0.34,0.71,0.83,0.22
+Research Scientist,72582,22,Master's,0.68,0.72,0.14,Low,0.1,0.6,0.17,0.69,0.74,0.48,0.09,0.61,0.37,0.95
+Graphic Designer,124964,2,PhD,0.07,1.14,0.61,Medium,0.16,0.45,0.74,0.02,0.03,0.68,0.73,0.85,0.4,0.39
+Doctor,64091,8,Master's,0.26,0.84,0.09,Low,0.4,0.9,0.22,0.68,0.14,0.35,0.32,0.94,0.43,0.69
+Truck Driver,95707,29,Bachelor's,0.14,1.44,0.79,High,0.04,0.3,0.34,0.09,0.62,0.35,0.63,0.01,0.98,0.17
+Doctor,82892,1,Master's,0.92,1.31,0.22,Low,0.03,0.53,0.65,0.76,0.47,0.95,0.24,0.07,0.33,0.66
+Data Scientist,51946,13,High School,0.74,0.61,0.65,Medium,0.28,0.21,0.61,0.21,0.51,0.41,0.23,0.29,0.43,0.35
+Customer Support,92294,11,Master's,0.74,0.67,0.86,High,0.68,0.8,0.85,0.16,0.14,0.61,0.76,0.27,0.53,0.77
+Teacher,101022,17,PhD,0.65,0.58,0.06,Low,0.39,0.03,0.9,0.02,0.03,0.17,0.63,0.54,0.66,0.89
+Chef,116377,14,PhD,0.04,1.26,0.62,Medium,0.05,0.24,0.77,0.38,0.47,0.82,0.09,0.68,0.21,0.06
+Mechanic,125614,8,High School,0.12,1.25,0.38,Medium,0.05,0.1,0.84,0.37,0.3,0.49,0.63,0.04,0.9,0.96
+UX Researcher,70577,22,Master's,0.41,1.38,0.47,Medium,0.86,0.03,0.49,0.95,0.25,0.27,0.63,0.93,0.2,0.92
+Lawyer,70214,21,Master's,0.99,1.24,0.57,Medium,0.81,0.18,0.95,0.17,0.03,0.7,0.18,0.76,0.8,0.24
+Marketing Manager,115416,29,Bachelor's,0.5,1.39,0.64,Medium,0.12,0.96,0.26,0.35,0.15,0.38,0.64,0.51,0.83,0.64
+HR Specialist,138176,7,Master's,0.56,0.56,0.53,Medium,0.39,0.1,0.31,0.9,0.59,0.9,0.41,0.98,0.36,0.76
+Truck Driver,88744,15,High School,0.11,1.33,0.89,High,0.82,0.3,0.7,0.22,0.01,0.87,0.52,0.98,0.39,0.96
+Chef,55759,24,Master's,0.51,0.8,0.63,Medium,0.83,0.42,0.73,0.45,0.74,0.99,0.26,0.63,0.38,0.55
+Security Guard,37589,18,Bachelor's,0.5,0.95,0.9,High,0.05,0.09,0.02,0.69,0.53,0.88,0.5,0.22,0.81,0.29
+Truck Driver,119485,21,High School,0.25,0.67,0.82,High,0.05,0.04,0.5,0.22,0.01,0.3,0.48,0.39,0.14,0.58
+Security Guard,55090,8,Bachelor's,0.68,0.89,0.73,High,0.5,0.89,0.47,0.2,0.09,0.94,0.74,0.31,0.3,0.9
+Chef,102889,19,High School,0.54,1.21,0.46,Medium,0.04,0.23,0.9,0.52,0.82,0.56,0.94,0.91,0.48,0.32
+Chef,93282,29,Master's,0.67,1.0,0.63,Medium,0.18,0.33,0.69,0.25,0.44,0.96,0.63,0.95,0.72,0.72
+Teacher,40892,19,PhD,0.5,0.83,0.14,Low,0.26,0.06,0.79,0.62,0.83,0.5,0.98,0.96,0.27,0.39
+Data Scientist,132524,8,High School,0.78,1.41,0.56,Medium,0.48,0.38,0.42,0.85,0.98,0.05,0.58,0.52,0.38,0.85
+Teacher,56006,13,Master's,0.47,0.52,0.25,Low,0.11,0.46,0.58,0.71,0.41,0.74,0.13,0.65,0.83,0.89
+Truck Driver,60805,20,Bachelor's,0.31,0.66,0.79,High,0.54,0.2,0.95,0.9,0.03,0.56,0.79,0.25,0.52,0.41
+Lawyer,86121,28,Master's,0.61,1.49,0.45,Medium,0.55,0.33,0.88,0.86,0.18,0.9,0.15,0.1,0.65,0.39
+Data Scientist,70344,14,High School,0.65,0.55,0.42,Medium,0.46,0.27,0.05,0.09,0.8,0.91,0.15,0.25,0.65,0.95
+Truck Driver,62185,5,High School,0.87,0.59,0.76,High,0.09,0.1,0.52,0.69,0.79,0.7,0.36,0.56,0.93,0.39
+HR Specialist,133060,9,High School,0.52,0.8,0.4,Medium,0.78,0.89,0.5,0.78,0.19,0.55,0.64,0.49,0.12,0.73
+Doctor,149756,8,High School,0.64,0.67,0.07,Low,0.3,0.04,0.84,0.7,0.56,0.89,0.11,0.71,0.15,0.06
+Retail Worker,31981,7,Master's,0.95,0.94,0.71,High,0.58,0.2,0.01,0.76,0.15,0.94,0.59,0.09,0.22,0.61
+UX Researcher,66443,3,High School,0.53,1.3,0.62,Medium,0.7,0.89,0.2,0.18,0.8,0.32,0.51,0.74,0.4,0.13
+Construction Worker,89434,5,PhD,0.82,0.51,0.84,High,0.47,0.26,0.16,0.19,0.72,0.54,0.98,0.24,0.96,0.52
+Nurse,73159,20,Bachelor's,0.02,0.56,0.08,Low,0.34,0.12,0.43,0.18,0.78,0.87,0.39,0.51,0.95,0.54
+Data Scientist,103298,14,Master's,0.14,1.36,0.5,Medium,0.02,0.97,0.97,0.38,0.95,0.14,0.68,0.19,0.25,0.78
+Teacher,65357,3,Bachelor's,0.01,0.91,0.11,Low,0.68,0.19,0.84,0.27,0.39,0.3,0.64,0.1,0.48,0.33
+Teacher,86735,6,High School,0.07,1.33,0.09,Low,0.09,0.2,0.1,0.52,0.99,0.03,0.46,0.39,0.34,0.33
+Lawyer,131977,0,Master's,0.02,1.27,0.4,Medium,0.38,0.42,0.3,0.09,0.11,0.3,0.82,0.13,0.74,0.29
+Nurse,79684,7,Master's,0.43,0.67,0.3,Low,0.18,0.57,0.57,0.37,0.95,0.84,0.83,0.97,0.46,0.1
+Research Scientist,90273,25,Bachelor's,0.38,0.69,0.17,Low,0.93,0.17,0.85,0.42,0.14,0.85,0.97,0.29,0.3,0.39
+Customer Support,85547,1,PhD,0.01,0.72,0.88,High,0.41,0.33,0.87,0.92,0.95,0.27,0.91,0.74,0.15,0.61
+Lawyer,117429,26,PhD,0.63,0.72,0.4,Medium,0.79,0.69,0.88,0.4,0.55,0.74,0.97,0.99,1.0,0.89
+Research Scientist,40208,23,Bachelor's,0.01,1.2,0.11,Low,0.06,0.7,0.76,0.66,0.37,0.51,0.93,0.73,0.5,0.59
+Construction Worker,74056,23,Bachelor's,0.39,0.6,0.78,High,0.42,0.27,0.53,0.3,0.1,0.19,0.92,0.63,0.31,0.37
+AI Engineer,53553,8,Bachelor's,0.67,1.08,0.28,Low,0.63,0.91,0.01,0.89,0.72,0.17,0.26,0.54,0.12,0.79
+Retail Worker,54287,4,High School,0.3,0.57,0.95,High,0.25,0.07,0.33,0.97,0.79,0.48,0.31,0.42,0.02,0.72
+HR Specialist,48803,27,PhD,0.52,1.07,0.3,Low,0.98,0.3,0.08,0.85,0.15,0.02,0.49,0.13,0.98,0.01
+Teacher,113192,28,High School,0.83,0.74,0.28,Low,0.31,0.07,0.01,0.28,0.47,0.0,0.58,0.33,0.39,0.26
+Teacher,128740,9,Bachelor's,0.23,0.63,0.27,Low,0.39,0.08,0.23,0.31,0.77,0.02,0.48,0.41,0.97,0.18
+Mechanic,38996,20,Master's,0.2,1.05,0.52,Medium,0.08,0.46,0.46,0.32,0.28,0.22,0.01,0.0,0.59,0.29
+Graphic Designer,79210,8,High School,0.68,1.03,0.67,Medium,0.83,0.73,0.13,0.67,0.69,0.76,0.26,0.64,0.62,0.39
+Nurse,134439,13,Bachelor's,0.09,1.14,0.2,Low,0.21,0.82,0.87,0.21,0.08,0.6,0.48,0.43,0.76,0.97
+Mechanic,41135,22,Bachelor's,0.01,1.1,0.56,Medium,0.83,0.2,0.52,0.45,0.66,0.06,0.88,0.51,0.88,0.34
+Graphic Designer,110709,6,High School,0.96,1.44,0.68,Medium,0.04,0.4,0.06,0.31,0.17,0.62,0.78,0.51,0.8,0.01
+UX Researcher,78416,13,Bachelor's,0.18,0.96,0.48,Medium,0.87,0.97,0.26,0.07,0.65,0.5,0.57,0.05,0.78,0.23
+AI Engineer,57309,7,Bachelor's,0.23,1.45,0.09,Low,0.73,0.25,0.42,1.0,0.1,0.88,0.95,0.7,0.01,0.82
+AI Engineer,67542,17,PhD,0.98,1.34,0.16,Low,0.69,0.49,0.35,0.63,0.77,0.64,0.83,0.18,0.37,0.31
+Lawyer,50723,7,Bachelor's,0.44,1.45,0.52,Medium,0.29,0.35,0.61,0.35,0.54,0.27,0.35,0.71,0.58,0.09
+Financial Analyst,62081,26,PhD,0.05,0.58,0.58,Medium,0.71,0.02,0.64,0.03,0.96,0.7,0.19,0.16,0.57,0.63
+Lawyer,129443,7,PhD,0.3,0.53,0.61,Medium,0.05,0.75,0.05,0.25,0.84,0.95,0.41,0.97,0.63,0.42
+Data Scientist,55482,13,High School,0.3,0.77,0.56,Medium,0.39,0.14,0.07,0.79,0.68,0.41,0.9,0.41,0.71,0.91
+Graphic Designer,103933,8,PhD,0.51,1.18,0.47,Medium,0.65,0.26,0.43,0.21,0.04,0.59,0.86,0.03,0.2,0.46
+UX Researcher,43997,29,PhD,0.34,0.63,0.55,Medium,0.58,0.47,0.86,0.27,0.01,0.32,0.01,0.54,0.38,0.81
+Lawyer,66258,11,PhD,0.43,0.72,0.47,Medium,0.64,0.19,0.77,0.33,0.93,0.51,0.85,0.62,0.55,0.68
+Chef,132495,23,PhD,0.92,1.2,0.55,Medium,0.53,0.18,0.12,0.49,0.16,0.58,0.65,0.53,0.04,0.06
+Data Scientist,135071,26,High School,0.86,0.91,0.49,Medium,0.85,0.09,0.39,0.4,0.5,0.11,0.1,0.42,0.03,0.25
+Marketing Manager,50954,29,Bachelor's,0.49,0.51,0.57,Medium,0.86,0.71,0.82,0.64,0.51,0.22,0.28,0.32,0.04,0.91
+Security Guard,45590,11,PhD,0.11,1.06,0.82,High,0.68,0.6,0.12,0.66,0.61,0.53,0.4,0.95,0.85,0.59
+HR Specialist,118035,16,Bachelor's,0.78,0.69,0.58,Medium,0.86,0.96,0.47,0.97,0.41,0.22,0.51,0.65,0.46,0.57
+Truck Driver,147488,2,Bachelor's,0.52,1.45,0.82,High,0.25,0.76,0.34,0.82,0.06,0.33,0.09,0.09,0.66,0.39
+HR Specialist,111506,23,Bachelor's,0.52,0.8,0.59,Medium,0.62,0.8,0.64,0.17,0.67,0.39,0.46,0.92,0.36,0.61
+Marketing Manager,104644,7,Master's,0.86,0.5,0.54,Medium,0.01,0.71,0.23,0.38,0.38,0.85,0.1,0.67,0.98,0.02
+Retail Worker,85197,4,Master's,0.02,1.34,0.94,High,0.99,0.46,0.87,0.12,0.43,0.31,0.4,0.7,0.09,1.0
+Chef,145435,22,PhD,0.87,1.33,0.61,Medium,0.04,0.52,0.33,0.11,0.34,0.64,0.23,0.44,0.4,0.05
+UX Researcher,31113,3,High School,0.62,1.47,0.42,Medium,0.42,0.4,0.92,0.41,0.44,0.25,0.0,0.11,0.7,0.68
+Retail Worker,119374,27,Bachelor's,0.47,0.8,0.88,High,0.84,0.9,0.17,0.7,0.96,0.65,0.35,0.64,0.69,0.4
+Retail Worker,105450,27,PhD,0.61,1.3,0.95,High,0.22,0.7,0.03,0.97,0.01,0.36,0.08,0.62,0.34,0.73
+Research Scientist,113453,18,PhD,0.42,0.85,0.07,Low,0.2,0.64,0.5,0.07,0.54,0.05,0.51,0.96,0.31,0.72
+Mechanic,62656,1,High School,0.73,1.02,0.62,Medium,0.7,0.24,0.53,0.56,0.45,0.18,0.22,0.28,0.01,0.92
+Retail Worker,50823,4,PhD,0.31,1.15,0.84,High,0.65,0.43,0.41,0.12,0.62,0.18,0.67,0.97,0.26,0.14
+Security Guard,52879,25,PhD,0.38,0.71,0.82,High,0.52,0.35,0.75,0.9,0.21,0.84,0.13,0.23,0.56,0.31
+Teacher,132132,29,PhD,0.29,1.4,0.09,Low,0.76,0.72,0.11,0.33,0.19,0.02,0.17,0.2,0.17,0.09
+Research Scientist,32693,27,Bachelor's,0.14,1.25,0.13,Low,0.51,0.77,0.75,0.17,0.1,0.59,0.74,0.15,0.37,0.87
+Doctor,69812,26,PhD,0.67,0.51,0.27,Low,0.4,0.65,0.4,0.88,0.65,0.58,0.98,0.28,0.07,0.52
+Nurse,58353,24,PhD,0.45,1.12,0.2,Low,0.39,0.86,0.65,0.89,0.91,0.17,0.68,0.32,0.84,0.73
+Construction Worker,103969,16,PhD,0.94,1.18,0.94,High,0.2,0.87,0.67,0.55,0.82,0.63,0.67,0.25,0.82,0.65
+UX Researcher,34110,14,Bachelor's,0.65,1.48,0.54,Medium,0.69,0.56,0.78,0.98,0.54,0.42,0.86,0.97,0.13,0.58
+Retail Worker,73105,23,PhD,0.53,0.91,0.86,High,0.27,0.35,0.99,0.64,0.87,0.81,0.65,0.84,0.29,0.64
+Security Guard,147323,9,Master's,0.62,0.67,0.77,High,0.29,0.6,0.97,0.95,0.23,0.3,0.04,0.4,0.83,0.92
+Software Engineer,97720,13,Master's,0.27,0.72,0.44,Medium,0.8,0.65,0.79,0.58,0.26,0.23,0.01,0.78,0.85,0.77
+Financial Analyst,30877,20,High School,0.05,0.61,0.48,Medium,0.48,0.82,0.68,0.15,0.23,0.29,0.12,0.29,0.73,0.24
+AI Engineer,38499,9,Master's,0.47,0.82,0.15,Low,0.71,0.52,0.01,0.92,0.07,0.94,0.03,0.77,0.53,0.51
+Software Engineer,135634,0,High School,0.24,1.28,0.66,Medium,0.53,0.35,0.06,0.68,0.28,0.06,0.67,0.49,0.01,0.11
+Teacher,88843,24,PhD,0.06,1.37,0.13,Low,0.09,0.76,0.52,0.31,0.41,0.02,0.66,0.37,0.71,0.63
+Nurse,68966,22,Bachelor's,0.79,1.13,0.15,Low,0.39,0.12,0.78,0.76,0.25,0.86,0.59,0.48,0.02,0.38
+Graphic Designer,95490,17,High School,0.09,0.96,0.7,Medium,0.72,0.55,0.53,0.04,0.96,0.93,0.68,0.1,0.21,0.18
+Graphic Designer,101786,2,PhD,0.21,1.2,0.52,Medium,0.02,0.74,0.19,0.82,0.36,0.34,0.01,0.99,0.61,0.42
+Research Scientist,41808,24,Bachelor's,0.7,0.78,0.3,Low,0.95,0.74,0.97,0.11,0.28,0.25,0.07,0.97,0.06,0.86
+Software Engineer,44903,18,Master's,0.38,0.52,0.3,Low,0.2,0.49,0.46,0.59,0.77,0.38,0.16,0.8,0.33,0.29
+UX Researcher,93615,16,High School,0.01,0.98,0.35,Medium,0.18,0.48,0.87,0.84,0.97,0.48,0.55,0.82,0.7,0.18
+AI Engineer,81141,10,Bachelor's,0.13,0.67,0.27,Low,0.53,0.71,0.37,0.53,0.98,0.33,0.67,0.17,0.12,0.78
+Truck Driver,126705,27,Master's,0.67,0.66,0.76,High,0.91,0.29,0.82,0.29,0.94,0.91,0.04,0.77,0.17,0.22
+Customer Support,57254,8,Bachelor's,0.58,0.83,0.84,High,0.17,0.02,0.57,0.52,0.69,0.65,0.9,0.46,0.01,0.63
+Mechanic,126923,28,PhD,0.64,1.08,0.39,Medium,0.36,0.91,0.47,0.59,0.94,0.47,0.39,0.89,0.91,0.35
+Truck Driver,71689,28,Bachelor's,0.96,0.56,0.71,High,0.52,0.29,0.58,0.72,0.07,0.88,0.28,0.38,0.34,0.84
+AI Engineer,49546,5,High School,0.22,0.89,0.26,Low,0.15,0.43,0.93,0.5,0.73,0.83,0.2,0.22,0.76,0.75
+Truck Driver,41398,22,High School,0.32,0.9,0.91,High,0.42,0.93,1.0,0.78,0.67,0.39,0.07,0.57,0.36,0.35
+Marketing Manager,142301,27,Bachelor's,0.46,1.25,0.46,Medium,0.15,0.46,0.95,0.8,0.21,0.39,0.93,0.12,0.25,0.26
+UX Researcher,73042,28,Master's,0.41,0.58,0.55,Medium,0.1,0.61,0.51,0.49,0.07,0.64,0.43,0.41,0.6,0.61
+Mechanic,110094,10,PhD,0.13,0.74,0.57,Medium,0.58,0.76,0.74,0.85,0.38,0.35,0.83,0.24,0.46,0.19
+UX Researcher,126155,9,High School,0.41,0.71,0.58,Medium,0.24,0.94,0.37,0.66,0.35,0.81,0.9,0.79,0.85,0.1
+Nurse,128464,15,Master's,0.62,1.37,0.22,Low,0.2,0.61,0.09,0.7,0.41,0.15,0.98,0.9,0.89,0.79
+Lawyer,139791,4,PhD,0.66,0.61,0.66,Medium,0.88,0.75,0.93,0.55,0.45,0.97,0.46,0.64,0.37,0.64
+Security Guard,56745,1,PhD,0.62,1.01,0.78,High,0.64,0.91,0.01,0.13,0.12,0.92,0.66,0.95,0.58,0.46
+UX Researcher,94558,25,High School,0.16,0.88,0.49,Medium,0.3,0.37,0.08,0.2,0.34,0.8,0.18,0.35,0.06,0.56
+Mechanic,91478,11,Master's,0.87,1.32,0.41,Medium,0.14,0.16,0.97,0.67,0.04,0.14,0.49,0.21,0.8,0.57
+Marketing Manager,125980,1,High School,0.46,0.76,0.54,Medium,0.72,0.37,0.5,0.84,0.15,0.55,0.35,0.7,0.02,0.67
+Retail Worker,128708,15,PhD,0.06,1.22,0.86,High,0.89,0.52,0.53,0.71,0.32,0.04,0.23,0.24,0.34,0.94
+Security Guard,41638,26,High School,0.94,1.5,0.81,High,0.23,0.56,0.88,0.47,0.51,0.13,0.42,0.39,0.35,0.89
+Research Scientist,54829,26,PhD,0.97,0.51,0.29,Low,0.55,0.7,0.19,0.65,0.88,0.14,0.13,0.3,0.16,0.11
+Graphic Designer,50720,28,Master's,0.21,1.17,0.64,Medium,0.65,0.12,0.57,0.39,0.34,0.32,0.93,0.74,0.13,0.48
+Teacher,99981,2,High School,0.43,1.17,0.09,Low,0.45,0.01,0.48,0.9,0.6,0.44,0.16,0.2,0.08,0.74
+Truck Driver,104541,22,Master's,0.38,1.25,0.88,High,0.58,0.57,0.09,0.17,0.53,0.35,0.02,0.8,0.65,0.33
+Nurse,30733,7,Bachelor's,0.89,0.69,0.19,Low,0.96,0.64,0.44,0.72,0.82,0.59,0.87,0.51,0.83,0.95
+HR Specialist,127760,27,High School,0.61,1.11,0.61,Medium,0.82,0.03,0.73,0.78,0.7,0.71,0.04,0.44,0.82,0.93
+Truck Driver,56819,1,PhD,0.58,1.3,0.89,High,0.62,0.02,0.72,0.77,0.72,0.77,0.43,0.99,0.77,0.58
+Customer Support,105954,27,Master's,0.91,1.31,0.84,High,0.53,0.33,0.25,0.51,0.58,0.24,0.92,0.56,0.53,0.44
+Research Scientist,145386,21,Master's,0.88,0.82,0.21,Low,0.61,0.58,0.53,0.18,0.28,0.52,0.79,0.43,0.2,0.09
+Nurse,101360,9,High School,0.42,0.63,0.22,Low,0.21,0.51,0.31,0.93,0.23,0.42,0.96,0.32,0.64,0.32
+Construction Worker,108349,1,High School,0.63,1.42,0.81,High,0.63,0.61,0.42,0.61,0.26,0.38,0.44,0.86,0.35,0.64
+Truck Driver,137102,19,Master's,0.25,1.15,0.89,High,0.46,0.34,0.91,0.14,0.72,0.69,0.69,0.94,0.73,0.3
+Customer Support,97310,29,PhD,0.39,0.53,0.93,High,0.07,0.7,0.73,0.84,0.55,0.73,0.3,0.75,0.34,0.9
+Customer Support,121111,6,Bachelor's,0.32,1.0,0.89,High,0.75,0.21,0.14,0.3,0.48,0.54,0.43,0.66,0.43,0.95
+Research Scientist,85983,11,Bachelor's,0.63,1.11,0.12,Low,0.41,0.37,0.17,0.48,0.39,0.18,0.45,0.42,0.13,0.13
+Graphic Designer,98407,13,Master's,0.71,1.44,0.33,Medium,0.12,0.05,0.53,0.62,0.4,0.8,0.69,0.99,0.14,0.06
+Marketing Manager,130641,19,Master's,0.93,1.46,0.32,Medium,0.89,0.47,0.77,0.08,0.96,0.61,0.9,0.67,0.54,0.17
+UX Researcher,56363,3,Bachelor's,0.47,1.37,0.35,Medium,1.0,0.88,0.39,0.25,0.92,0.12,0.35,0.08,0.95,0.62
+Chef,56187,17,Bachelor's,0.56,0.6,0.53,Medium,0.81,0.54,0.87,0.8,0.28,0.63,0.01,0.4,0.24,0.94
+Data Scientist,133171,29,Bachelor's,0.65,1.23,0.61,Medium,0.74,0.29,0.69,0.55,0.6,0.0,0.26,0.93,0.29,0.44
+Teacher,143968,21,PhD,0.61,1.37,0.2,Low,0.56,0.8,0.56,0.84,0.05,0.5,0.81,0.85,0.83,0.6
+AI Engineer,89376,8,PhD,0.18,0.67,0.06,Low,0.99,0.35,0.76,0.06,0.3,0.62,0.52,0.21,0.46,0.11
+HR Specialist,70305,22,PhD,0.1,1.14,0.36,Medium,0.55,0.13,0.4,0.35,0.76,0.64,0.94,0.92,0.72,0.77
+Financial Analyst,47054,5,PhD,0.69,1.12,0.42,Medium,0.35,0.57,0.72,0.41,0.14,0.46,0.96,0.21,0.65,0.98
+Mechanic,103080,17,High School,0.71,1.49,0.34,Medium,0.55,0.68,0.7,0.79,0.92,0.36,0.04,0.36,0.67,0.21
+UX Researcher,55401,21,Bachelor's,0.21,0.5,0.36,Medium,0.59,0.39,0.72,0.67,0.8,0.87,0.82,0.45,0.31,0.5
+Software Engineer,41928,7,Bachelor's,0.31,1.04,0.34,Medium,0.23,0.75,0.18,0.14,0.29,0.37,0.33,0.37,0.14,0.17
+Doctor,140177,24,Bachelor's,0.4,0.84,0.25,Low,0.53,0.58,0.56,0.4,0.98,0.04,0.22,0.28,0.88,0.92
+Graphic Designer,47024,28,PhD,0.42,1.41,0.34,Medium,0.65,0.94,0.75,0.28,0.72,0.29,0.11,0.72,0.18,0.11
+Teacher,39612,10,Master's,0.19,1.0,0.3,Low,0.68,0.88,0.03,0.87,0.7,0.17,0.03,0.26,0.92,0.67
+Truck Driver,51450,1,High School,0.45,1.44,0.82,High,0.2,0.15,0.99,0.33,0.16,0.01,0.29,0.89,0.53,0.63
+Mechanic,149511,27,Master's,0.51,1.34,0.43,Medium,0.98,0.08,0.72,0.66,0.19,0.39,0.31,0.09,0.58,0.99
+Construction Worker,106554,21,High School,0.55,0.54,0.73,High,0.51,0.99,0.88,0.34,0.54,0.55,0.69,0.69,0.79,0.02
+HR Specialist,97173,3,High School,0.07,0.98,0.67,Medium,0.49,0.06,0.23,0.58,0.09,0.42,0.33,0.82,0.11,0.68
+Software Engineer,44517,3,Bachelor's,0.59,0.71,0.54,Medium,0.67,0.07,0.82,0.86,0.06,0.6,0.59,0.01,0.34,0.97
+Security Guard,31321,22,Master's,0.93,1.18,0.71,High,0.08,0.72,0.55,0.13,0.61,0.81,0.75,0.25,0.26,0.97
+AI Engineer,93001,25,High School,0.32,1.32,0.09,Low,0.2,0.18,0.09,0.85,0.58,0.26,0.85,0.8,0.1,0.64
+Chef,35685,23,Bachelor's,0.72,1.22,0.37,Medium,0.32,0.84,0.9,0.28,0.02,0.86,0.38,0.33,0.35,0.42
+Data Scientist,35335,13,High School,0.57,0.58,0.69,Medium,0.94,0.93,0.88,0.66,0.22,0.05,0.1,0.32,0.5,0.99
+Mechanic,110286,26,Bachelor's,0.52,1.2,0.37,Medium,0.93,0.53,0.28,0.94,0.63,0.48,0.58,0.75,0.15,0.86
+Doctor,45641,16,PhD,0.57,1.18,0.26,Low,0.37,0.99,0.68,0.42,0.68,0.52,0.11,0.8,0.56,0.8
+Retail Worker,50242,5,PhD,0.54,1.27,0.95,High,0.88,0.86,0.25,0.84,0.17,0.2,0.11,0.86,0.11,0.14
+Teacher,60166,19,Master's,0.57,1.38,0.15,Low,0.55,0.17,0.27,0.13,0.41,0.59,0.28,0.85,0.98,0.12
+UX Researcher,61232,15,Master's,0.79,0.69,0.44,Medium,0.39,0.92,0.66,0.04,0.01,0.2,0.32,0.48,0.84,0.31
+Graphic Designer,78720,29,PhD,0.33,0.51,0.68,Medium,0.14,0.29,0.13,0.49,0.93,0.1,0.44,0.02,0.77,0.64
+Construction Worker,125110,4,Bachelor's,0.47,1.41,0.8,High,0.51,0.7,0.52,0.19,0.32,0.09,0.43,0.61,0.12,0.63
+Marketing Manager,113128,7,High School,0.34,0.72,0.66,Medium,0.69,0.11,0.41,0.67,0.57,0.62,0.57,0.8,0.32,0.71
+Teacher,120605,29,PhD,0.39,1.29,0.11,Low,0.28,0.93,0.03,0.22,0.48,0.4,0.63,0.19,0.07,0.37
+Customer Support,39513,18,Bachelor's,0.56,1.1,0.84,High,0.25,0.76,0.09,0.2,0.74,0.28,0.49,0.33,0.51,0.35
+UX Researcher,57177,0,Master's,0.85,0.65,0.44,Medium,0.56,0.15,0.13,0.66,0.65,0.23,0.23,0.75,0.12,0.92
+Marketing Manager,85572,8,Master's,0.87,0.71,0.31,Medium,0.94,0.34,0.31,0.26,0.24,0.73,0.91,0.79,0.67,0.29
+Mechanic,147849,12,Master's,0.24,0.61,0.35,Medium,0.6,0.04,0.97,1.0,0.15,0.43,0.77,0.96,0.89,0.25
+Nurse,126080,1,High School,0.29,0.94,0.14,Low,0.77,0.26,0.86,0.23,0.36,0.45,0.29,0.77,0.41,0.89
+Software Engineer,144438,4,High School,0.86,1.02,0.5,Medium,0.22,0.59,0.95,0.08,0.75,0.87,0.99,0.33,0.36,0.23
+Construction Worker,34844,22,PhD,0.14,0.77,0.77,High,0.37,0.42,0.56,0.95,0.25,0.78,0.68,0.12,0.81,0.09
+Security Guard,47639,21,Bachelor's,0.68,1.05,0.87,High,0.64,0.78,0.24,0.43,0.15,0.43,0.7,0.69,0.71,0.31
+Construction Worker,86041,3,Master's,0.37,1.44,0.79,High,0.6,0.75,0.91,0.44,0.36,0.43,0.32,0.65,0.93,0.13
+Teacher,68575,2,Master's,0.46,1.22,0.14,Low,0.55,0.03,0.46,0.24,0.52,0.53,0.75,0.54,0.61,0.53
+AI Engineer,120150,14,High School,0.76,1.13,0.18,Low,0.34,0.78,0.19,0.04,0.7,0.14,0.9,0.77,0.6,0.31
+Truck Driver,42485,16,High School,0.48,0.79,0.94,High,0.16,0.75,0.8,0.95,0.55,0.53,0.92,0.8,0.76,0.79
+Software Engineer,103147,13,Master's,0.04,0.7,0.56,Medium,0.4,0.61,0.55,0.44,0.23,0.72,0.91,0.77,0.12,0.54
+Customer Support,66598,8,PhD,0.59,0.94,0.77,High,0.33,0.24,0.2,0.59,0.51,0.73,0.31,0.46,0.68,0.96
+Retail Worker,132916,27,PhD,0.3,0.95,0.88,High,0.96,0.54,0.81,0.46,0.04,0.89,0.29,0.14,1.0,0.35
+Truck Driver,41311,3,PhD,0.31,1.01,0.72,High,0.35,0.67,0.92,0.4,0.56,0.64,0.07,0.34,0.68,0.74
+Marketing Manager,139940,6,PhD,0.01,0.51,0.52,Medium,0.55,0.56,0.72,0.92,0.99,0.7,0.51,0.14,0.38,0.57
+Marketing Manager,124930,9,High School,0.13,1.29,0.7,Medium,0.81,0.77,0.26,0.0,0.23,0.79,0.11,0.3,0.56,0.58
+UX Researcher,115639,9,PhD,0.98,0.51,0.5,Medium,0.5,0.29,0.53,0.67,0.67,0.09,0.8,0.93,0.12,0.42
+Truck Driver,34123,16,Master's,0.83,1.03,0.72,High,0.57,0.36,0.54,0.65,0.64,0.67,0.68,0.11,0.19,0.63
+Financial Analyst,98384,13,Bachelor's,0.63,0.57,0.37,Medium,0.48,0.45,0.75,0.39,0.66,0.7,0.65,0.6,0.81,0.66
+Graphic Designer,102433,29,Master's,0.64,0.66,0.42,Medium,0.33,0.09,0.69,0.6,0.59,0.48,0.54,0.01,0.1,0.68
+Marketing Manager,127550,15,Bachelor's,0.11,0.83,0.4,Medium,0.03,0.41,0.03,0.0,0.79,0.31,0.57,0.3,0.93,0.73
+Software Engineer,76509,27,Master's,0.26,1.08,0.52,Medium,0.27,0.69,0.89,0.04,0.42,0.59,0.59,0.02,0.21,0.06
+Financial Analyst,141075,11,High School,0.65,0.66,0.43,Medium,0.33,0.82,0.19,0.55,0.78,0.83,0.67,0.3,0.82,0.74
+Teacher,35853,18,Master's,0.07,0.54,0.22,Low,0.94,0.77,0.83,0.54,0.3,0.68,0.71,0.68,0.95,0.37
+Teacher,95311,28,High School,0.91,0.66,0.22,Low,0.87,0.31,0.83,0.33,0.79,0.07,0.66,0.68,0.49,0.69
+Lawyer,145672,28,High School,0.73,1.46,0.48,Medium,0.53,0.26,0.99,0.06,0.36,0.3,0.39,0.92,0.37,0.92
+Financial Analyst,107045,5,Bachelor's,0.17,1.3,0.4,Medium,0.09,0.23,0.89,0.28,0.7,0.4,0.26,0.14,0.97,0.52
+Lawyer,68211,4,PhD,0.2,0.91,0.52,Medium,0.18,0.28,0.78,0.42,0.0,0.05,0.44,0.06,0.17,0.73
+HR Specialist,58454,29,PhD,0.52,0.63,0.35,Medium,0.05,0.85,0.95,0.12,0.21,0.09,0.88,0.96,0.26,0.3
+Financial Analyst,97855,3,Master's,0.19,0.5,0.34,Medium,0.62,0.04,0.43,0.5,0.91,0.47,0.14,0.29,0.67,0.11
+Construction Worker,127891,23,PhD,1.0,0.51,0.74,High,0.84,0.1,0.03,0.12,0.69,0.99,0.59,0.12,0.18,0.54
+UX Researcher,120094,25,PhD,0.66,1.07,0.69,Medium,0.2,0.17,0.86,0.29,0.33,0.55,0.38,0.29,0.92,0.13
+Construction Worker,130621,21,High School,0.0,1.31,0.74,High,0.77,0.15,0.42,0.73,0.27,0.31,0.67,0.19,0.95,0.19
+Mechanic,141579,13,PhD,0.8,0.87,0.36,Medium,0.17,0.99,0.73,0.45,0.26,0.02,0.67,0.96,0.11,0.75
+Retail Worker,64907,10,PhD,0.79,0.87,0.88,High,0.93,0.62,0.92,0.24,0.98,0.87,0.11,0.41,0.93,0.08
+Nurse,147754,11,Bachelor's,0.72,0.53,0.24,Low,0.36,0.25,0.58,0.54,0.87,0.68,0.42,0.65,0.75,0.94
+Nurse,61937,1,High School,0.54,0.87,0.27,Low,0.79,0.08,0.7,0.54,0.1,0.56,0.19,0.71,0.28,0.15
+Data Scientist,41593,25,Bachelor's,0.49,0.7,0.64,Medium,0.0,0.84,0.52,0.92,0.2,0.1,0.62,0.71,0.37,0.01
+Research Scientist,75337,2,Master's,0.23,0.85,0.18,Low,0.7,0.96,0.14,0.68,0.23,0.22,0.63,0.78,0.98,0.77
+Mechanic,147553,19,High School,0.23,1.26,0.51,Medium,0.3,0.47,0.91,0.76,0.45,0.98,0.79,0.01,0.11,0.55
+UX Researcher,69114,24,Master's,0.81,1.4,0.4,Medium,0.76,0.54,0.39,0.79,0.56,0.64,0.06,0.59,0.3,0.49
+Chef,142467,3,Master's,0.61,0.65,0.35,Medium,0.19,0.82,0.03,0.73,0.06,0.59,0.77,0.23,0.2,0.29
+Truck Driver,95410,0,High School,0.49,1.23,0.82,High,0.13,0.44,0.16,0.75,0.17,0.48,0.69,0.23,0.08,0.56
+Nurse,44802,16,PhD,0.59,1.25,0.13,Low,0.49,0.93,0.47,1.0,0.16,0.71,0.65,0.87,0.09,0.28
+Marketing Manager,62611,3,PhD,0.93,0.93,0.66,Medium,0.29,0.13,0.3,0.6,0.85,0.39,0.91,0.24,0.69,0.74
+Construction Worker,58419,26,PhD,0.03,0.87,0.71,High,0.9,0.95,0.74,0.73,0.24,0.07,0.8,0.56,0.68,0.78
+Financial Analyst,74852,28,Bachelor's,0.14,1.3,0.48,Medium,0.83,0.44,0.22,0.17,0.74,0.57,0.4,0.49,0.55,0.24
+UX Researcher,125640,2,High School,0.29,0.89,0.5,Medium,0.17,0.39,0.39,0.29,1.0,0.07,0.64,0.17,0.84,0.91
+Security Guard,112654,15,High School,0.82,0.75,0.74,High,0.32,0.34,0.4,0.37,0.41,0.71,0.25,0.02,0.49,0.45
+Customer Support,57476,5,PhD,0.13,1.01,0.76,High,0.88,0.17,0.02,0.45,0.99,0.63,0.35,0.02,0.48,0.21
+Mechanic,109398,18,PhD,0.58,0.77,0.33,Medium,0.76,0.59,0.84,0.26,0.65,0.12,0.29,0.66,0.83,0.32
+Truck Driver,139240,10,PhD,0.68,0.85,0.92,High,0.51,0.65,0.5,0.45,0.85,0.29,0.04,0.88,0.83,0.37
+Data Scientist,143089,15,Bachelor's,0.68,0.58,0.47,Medium,0.09,0.6,0.03,0.63,0.67,0.49,0.18,0.1,0.31,0.47
+Data Scientist,145632,18,PhD,0.0,1.21,0.59,Medium,0.44,0.34,0.84,0.78,0.98,0.37,0.91,0.09,0.41,0.47
+Doctor,104657,5,Master's,0.63,0.67,0.27,Low,0.55,0.9,0.0,0.63,0.41,0.51,0.74,0.23,0.2,0.7
+Financial Analyst,44835,8,Master's,0.23,0.98,0.48,Medium,0.69,0.0,0.59,0.61,0.75,0.89,0.44,0.34,0.1,0.34
+Software Engineer,43830,6,Bachelor's,0.8,1.31,0.47,Medium,0.26,0.12,0.85,0.88,0.27,0.62,0.26,0.23,0.02,0.58
+Construction Worker,67293,25,Master's,0.01,0.6,0.78,High,0.67,0.2,0.89,0.29,0.33,0.22,0.25,0.07,0.29,0.86
+AI Engineer,68690,13,Bachelor's,0.88,0.6,0.16,Low,0.23,0.72,0.97,0.82,0.04,0.32,0.03,0.04,0.08,0.28
+AI Engineer,45234,1,Master's,0.4,0.9,0.24,Low,0.14,0.16,0.63,0.57,0.15,0.85,0.33,0.37,0.42,0.32
+Financial Analyst,120052,3,Bachelor's,0.39,0.76,0.66,Medium,0.31,0.7,0.35,0.44,0.24,0.75,0.74,0.02,0.06,0.92
+Data Scientist,40270,19,High School,0.51,0.99,0.62,Medium,0.14,0.65,0.48,0.74,0.03,0.59,0.56,0.84,0.68,0.88
+Graphic Designer,52562,3,PhD,0.41,0.64,0.55,Medium,0.87,0.07,0.56,0.11,0.03,0.68,0.68,0.6,0.86,0.08
+Financial Analyst,52065,27,Bachelor's,0.86,1.0,0.41,Medium,0.74,0.89,0.69,0.79,0.28,0.29,0.86,0.61,0.23,0.52
+Lawyer,66183,0,High School,0.22,1.15,0.32,Medium,0.3,0.67,0.15,0.22,0.88,0.67,0.5,0.21,0.34,0.57
+HR Specialist,67098,17,Master's,0.48,0.91,0.49,Medium,0.11,0.11,0.96,0.98,0.43,0.79,0.66,0.12,0.3,0.31
+Construction Worker,74143,7,High School,0.58,1.42,0.9,High,0.86,0.89,0.8,0.33,0.22,0.57,0.69,0.39,0.85,0.96
+AI Engineer,149245,11,Master's,0.21,1.3,0.16,Low,0.18,0.66,0.6,0.17,0.87,0.85,0.84,0.4,0.82,0.84
+Security Guard,112802,7,Bachelor's,0.96,0.88,0.75,High,0.29,0.49,0.81,0.72,0.79,0.38,0.25,0.02,0.63,0.8
+Teacher,76611,8,High School,0.48,1.43,0.1,Low,0.51,0.21,0.19,0.95,0.82,0.01,0.27,0.21,0.15,0.7
+Teacher,48609,0,PhD,0.45,0.69,0.12,Low,0.36,0.79,0.99,0.18,0.34,0.28,0.04,0.22,0.9,0.84
+Financial Analyst,138629,15,PhD,0.37,0.81,0.36,Medium,0.62,0.56,0.43,0.86,0.62,0.26,0.37,0.15,0.59,0.59
+Financial Analyst,53481,4,Bachelor's,0.2,0.7,0.35,Medium,0.61,0.69,0.7,0.53,0.95,0.88,0.96,0.39,0.88,0.76
+UX Researcher,60412,17,Master's,0.11,1.18,0.35,Medium,0.29,0.5,0.68,0.93,0.59,0.67,0.31,0.69,0.44,0.86
+Teacher,137271,4,PhD,0.47,0.93,0.25,Low,0.95,0.33,0.48,0.71,0.9,0.49,0.11,0.37,0.55,0.42
+Nurse,37612,16,High School,0.04,1.19,0.3,Low,0.92,0.68,0.84,0.26,0.62,0.06,0.71,0.97,0.86,0.53
+UX Researcher,87623,12,High School,0.94,0.72,0.62,Medium,0.27,0.88,0.1,0.18,0.72,0.17,0.16,0.56,0.83,0.27
+HR Specialist,84503,2,Bachelor's,0.81,1.08,0.56,Medium,0.04,0.37,0.26,0.15,0.39,0.35,0.73,0.6,0.91,0.15
+Doctor,140427,23,PhD,0.53,0.5,0.25,Low,0.51,0.49,0.36,0.37,0.43,0.02,0.08,0.51,0.15,0.78
+Teacher,73281,15,High School,0.1,0.74,0.14,Low,0.04,0.14,0.32,0.31,0.8,0.84,0.19,0.12,0.63,0.8
+HR Specialist,66492,3,High School,0.01,0.91,0.59,Medium,0.83,0.06,0.68,0.29,0.07,0.49,0.16,0.74,0.74,0.84
+Data Scientist,52368,8,PhD,0.01,0.76,0.49,Medium,0.69,0.38,0.54,0.52,0.16,0.62,0.44,0.81,0.69,0.11
+Security Guard,113302,14,Master's,0.7,0.59,0.9,High,0.22,0.5,0.94,0.57,0.42,0.01,0.13,0.58,0.49,0.36
+Chef,80901,17,Master's,0.77,0.62,0.58,Medium,0.91,0.18,0.84,0.12,0.57,0.34,0.47,0.3,0.26,0.74
+UX Researcher,68197,23,High School,0.87,0.89,0.62,Medium,0.26,0.66,0.1,0.02,0.1,0.32,0.03,0.63,0.32,0.74
+Teacher,101721,9,Master's,0.22,0.91,0.15,Low,0.13,0.99,0.28,0.72,0.22,0.88,0.39,0.9,0.34,0.01
+Mechanic,125101,12,Bachelor's,0.52,0.62,0.39,Medium,0.78,0.04,0.49,0.53,0.69,0.04,0.59,0.0,0.27,0.5
+Security Guard,143605,3,Master's,0.13,0.67,0.87,High,0.37,0.62,1.0,0.99,0.35,0.5,0.9,0.09,0.45,0.38
+Financial Analyst,124183,10,PhD,0.99,1.23,0.46,Medium,0.83,0.49,0.87,0.27,0.22,0.25,0.54,0.29,0.15,0.99
+Teacher,81907,12,Master's,0.64,1.39,0.28,Low,0.68,0.52,0.88,0.57,0.13,0.37,0.45,0.94,0.66,0.88
+Software Engineer,130231,29,High School,0.31,1.22,0.38,Medium,0.41,0.81,0.61,0.83,0.25,0.75,0.2,0.55,0.43,0.56
+Truck Driver,50893,6,PhD,0.36,1.17,0.84,High,0.55,0.51,0.94,0.93,0.36,0.35,0.55,0.1,0.3,0.23
+Research Scientist,34273,13,PhD,0.64,0.88,0.09,Low,0.89,0.87,0.86,0.39,0.06,0.11,0.28,0.22,0.87,0.99
+Research Scientist,129941,0,PhD,0.73,1.09,0.24,Low,0.95,0.6,0.15,0.16,0.58,0.33,0.91,0.61,0.68,0.01
+Truck Driver,65310,0,High School,0.43,1.21,0.8,High,0.98,0.67,0.66,0.92,1.0,0.2,0.81,0.16,0.46,0.1
+UX Researcher,111301,15,High School,0.47,1.13,0.57,Medium,0.62,0.29,0.84,0.55,0.49,0.99,0.28,0.53,0.68,0.13
+Graphic Designer,125325,25,PhD,0.8,0.74,0.5,Medium,0.63,0.67,0.73,0.87,0.39,0.71,0.73,0.3,0.97,0.87
+Customer Support,53070,20,Master's,0.68,1.22,0.81,High,0.86,0.69,0.66,0.22,0.41,0.43,0.73,0.62,0.09,0.31
+Teacher,137582,2,High School,0.74,1.24,0.17,Low,0.12,0.29,0.25,0.78,0.18,0.46,0.67,0.96,1.0,0.95
+Software Engineer,77851,13,Master's,0.75,1.26,0.65,Medium,0.95,0.45,0.42,0.46,0.66,0.78,0.87,0.46,0.36,0.98
+HR Specialist,94690,17,PhD,0.22,1.22,0.37,Medium,0.4,0.29,0.17,0.58,0.37,0.46,0.2,0.77,0.31,0.34
+Marketing Manager,106145,25,High School,0.43,0.96,0.51,Medium,0.97,0.9,0.61,0.04,0.61,0.09,0.71,0.39,0.84,0.94
+Teacher,144256,4,PhD,0.46,1.09,0.1,Low,0.93,0.43,0.17,0.76,0.22,0.14,0.56,0.67,0.57,0.66
+Nurse,94322,12,Bachelor's,0.48,0.86,0.29,Low,0.05,0.3,0.94,0.98,0.82,0.08,0.56,0.4,0.81,0.06
+Retail Worker,97504,3,Bachelor's,0.49,0.66,0.87,High,0.82,0.7,0.44,0.88,0.14,0.26,0.49,0.06,0.1,0.4
+Graphic Designer,64897,11,Master's,0.91,0.97,0.36,Medium,0.18,0.38,0.21,0.08,0.67,0.58,0.29,0.78,0.78,0.49
+Lawyer,53425,18,Master's,0.92,1.17,0.4,Medium,0.61,0.41,0.64,0.47,0.49,0.74,0.61,0.08,0.07,0.31
+Lawyer,69426,26,PhD,0.28,1.15,0.38,Medium,0.7,0.77,0.12,0.65,0.96,0.19,0.91,0.61,0.59,0.05
+Lawyer,69801,0,Bachelor's,0.48,1.22,0.62,Medium,0.52,0.26,0.14,0.16,0.87,0.12,0.38,0.33,0.87,0.48
+Lawyer,102904,1,High School,0.74,1.35,0.34,Medium,0.25,0.14,0.46,0.72,0.17,0.13,0.61,0.23,0.48,0.05
+Customer Support,72020,6,Bachelor's,0.54,1.15,0.77,High,0.28,0.8,0.72,0.58,0.63,0.09,0.86,0.77,0.59,0.92
+Lawyer,59362,18,Master's,0.27,0.8,0.65,Medium,0.65,0.8,0.29,1.0,0.14,0.96,0.9,0.55,0.59,0.78
+Security Guard,113366,20,Master's,0.53,1.4,0.72,High,0.91,0.73,0.77,0.06,0.19,0.93,0.12,0.63,0.78,0.23
+AI Engineer,114142,21,PhD,0.62,1.35,0.11,Low,0.44,0.62,0.92,0.02,0.21,0.23,0.33,0.28,0.59,0.89
+Marketing Manager,94197,3,Bachelor's,0.24,1.36,0.55,Medium,0.22,0.36,0.79,0.74,0.58,0.14,0.8,0.31,0.77,0.65
+Financial Analyst,73518,2,High School,0.21,0.63,0.4,Medium,0.16,0.62,0.6,0.59,0.64,0.81,0.91,0.23,0.59,0.08
+Mechanic,138460,20,Bachelor's,0.65,0.99,0.6,Medium,0.43,0.13,0.87,0.08,0.19,0.28,1.0,0.42,0.5,0.77
+Marketing Manager,38628,18,PhD,0.49,1.47,0.62,Medium,0.4,0.38,0.93,0.68,0.62,0.76,0.56,0.16,0.32,0.56
+Software Engineer,72353,14,Master's,0.44,1.26,0.37,Medium,0.06,0.84,0.62,0.18,0.81,0.66,0.33,0.38,0.16,0.84
+Lawyer,47054,19,Master's,0.56,1.38,0.31,Medium,0.07,0.16,0.03,0.66,0.63,0.21,0.15,0.15,0.95,0.69
+Data Scientist,73489,2,Master's,0.32,0.93,0.34,Medium,1.0,0.76,0.62,0.59,0.5,0.26,0.23,0.55,0.07,0.07
+Retail Worker,127014,11,Master's,0.92,1.41,0.7,Medium,0.11,0.58,0.85,0.95,0.86,0.68,0.2,0.07,0.05,0.61
+AI Engineer,138569,22,Master's,0.74,1.21,0.07,Low,0.91,0.52,0.9,0.9,0.2,0.38,0.13,0.77,0.5,0.93
+Security Guard,134371,6,Bachelor's,0.69,1.49,0.87,High,0.07,0.59,0.18,0.03,0.33,0.27,0.79,0.37,0.73,0.02
+Mechanic,77687,28,Bachelor's,0.03,0.72,0.45,Medium,0.61,0.99,0.35,0.06,0.19,0.9,0.7,0.79,0.12,0.13
+Truck Driver,40128,23,Master's,0.86,0.71,0.86,High,0.52,0.54,0.2,0.64,0.04,0.99,0.03,0.05,0.32,0.83
+Research Scientist,105505,12,Bachelor's,0.47,0.52,0.07,Low,0.61,0.19,0.69,0.79,0.85,0.13,0.46,0.95,0.77,0.12
+Customer Support,37109,19,High School,0.05,1.21,0.91,High,0.7,0.64,0.25,0.49,0.72,0.19,0.48,0.12,0.53,0.57
+Financial Analyst,97672,7,Bachelor's,0.47,1.09,0.7,Medium,0.62,0.75,0.19,0.53,0.01,0.03,0.32,0.47,0.58,0.89
+Mechanic,149593,19,High School,0.3,1.24,0.52,Medium,0.78,0.41,0.09,0.62,0.56,0.95,0.16,0.66,0.47,0.38
+AI Engineer,81108,6,Master's,0.48,0.9,0.17,Low,0.94,0.66,0.29,0.17,0.42,0.45,0.6,0.27,0.77,0.1
+Graphic Designer,77197,3,Bachelor's,0.83,1.39,0.61,Medium,0.58,0.57,0.47,0.23,0.38,0.99,0.15,0.54,0.87,0.45
+Customer Support,113499,6,Master's,0.17,0.93,0.94,High,0.09,0.59,0.92,0.95,0.85,0.86,0.65,0.22,0.73,0.98
+Truck Driver,133462,6,Master's,0.26,1.07,0.87,High,0.21,0.72,0.59,0.61,0.31,0.16,0.62,0.59,0.34,0.3
+HR Specialist,96393,13,Master's,0.49,1.47,0.61,Medium,0.85,0.51,0.53,0.2,0.72,0.42,0.74,0.41,0.11,0.17
+Construction Worker,99226,11,High School,0.26,0.76,0.93,High,0.66,0.11,0.14,0.27,0.59,0.75,0.27,0.87,0.11,0.21
+Construction Worker,55483,1,Bachelor's,0.13,1.39,0.88,High,0.07,0.48,0.52,0.93,0.42,0.45,0.11,0.64,0.21,0.08
+UX Researcher,35499,27,Master's,0.27,0.64,0.58,Medium,0.82,0.06,0.11,0.09,0.05,0.66,0.59,0.66,0.51,0.82
+Retail Worker,59737,15,Bachelor's,0.92,0.99,0.9,High,0.41,0.44,0.85,0.11,0.56,0.73,0.75,0.59,0.45,0.26
+Retail Worker,40364,0,Master's,0.37,1.3,0.71,High,0.23,0.35,0.67,0.32,0.04,0.17,0.26,0.18,0.2,0.77
+UX Researcher,97954,20,Master's,0.41,1.47,0.48,Medium,0.93,0.3,0.4,0.4,0.55,0.58,0.25,0.79,0.5,0.01
+Customer Support,36534,24,High School,0.8,0.75,0.71,High,0.81,0.98,0.08,0.94,0.36,0.94,0.65,0.89,0.79,0.03
+Research Scientist,85012,4,Master's,0.53,0.63,0.17,Low,0.95,0.29,0.49,0.38,0.63,0.19,0.26,0.86,0.81,0.79
+Construction Worker,94712,25,High School,0.46,1.23,0.8,High,0.1,0.39,0.16,0.39,0.3,0.6,0.36,0.71,0.51,0.92
+Teacher,124580,12,Bachelor's,0.69,1.17,0.29,Low,0.37,0.31,0.17,0.27,0.5,0.84,0.28,0.16,0.27,0.1
+UX Researcher,89151,8,PhD,0.08,0.86,0.5,Medium,0.43,0.28,0.29,0.63,0.72,0.58,0.98,0.94,0.1,0.26
+Data Scientist,100529,26,Bachelor's,0.03,1.09,0.68,Medium,0.68,0.09,0.75,0.38,0.92,0.29,0.47,0.75,0.26,0.18
+Retail Worker,127054,27,Master's,0.49,1.43,0.77,High,0.04,0.62,0.06,0.51,0.38,0.48,0.16,0.09,0.75,0.25
+AI Engineer,68899,11,Bachelor's,0.76,0.7,0.28,Low,0.16,0.8,0.42,0.18,0.94,0.96,0.51,0.47,0.9,0.6
+Chef,102564,14,High School,0.43,1.34,0.64,Medium,0.94,0.29,0.68,0.07,0.73,0.56,0.25,0.65,0.14,0.33
+HR Specialist,47928,17,High School,0.78,0.81,0.32,Medium,0.18,0.61,0.02,0.79,0.9,0.5,0.71,0.46,0.31,0.16
+Security Guard,48560,21,PhD,0.93,1.39,0.93,High,0.97,0.17,0.15,0.43,0.69,0.44,0.89,0.72,0.63,0.07
+Truck Driver,81290,20,PhD,0.43,1.48,0.78,High,0.63,0.99,0.26,0.17,0.55,0.55,0.92,0.03,0.41,0.31
+Customer Support,63897,4,High School,0.03,1.33,0.79,High,0.25,0.58,0.7,0.81,0.35,0.81,0.46,0.1,0.85,0.55
+Software Engineer,124752,29,PhD,0.94,1.06,0.3,Low,0.87,0.28,0.5,0.2,0.3,0.69,0.43,0.63,0.82,0.34
+Software Engineer,78008,19,Bachelor's,0.78,1.22,0.52,Medium,0.38,0.41,0.43,0.35,0.7,0.13,0.97,0.78,0.3,0.04
+Truck Driver,75018,16,High School,0.55,0.93,0.83,High,0.66,0.99,0.78,0.54,0.77,0.48,0.31,0.26,0.4,0.0
+Doctor,94407,11,PhD,0.13,1.46,0.07,Low,0.5,0.92,0.61,0.5,0.74,0.35,0.19,0.85,0.06,0.81
+AI Engineer,43096,26,PhD,0.63,0.98,0.3,Low,0.39,0.96,0.4,0.68,0.64,0.09,0.74,0.21,0.39,0.78
+Research Scientist,65504,14,Master's,0.56,1.02,0.18,Low,0.82,0.99,0.63,0.38,0.22,0.2,0.86,0.99,0.7,0.96
+Lawyer,115692,16,High School,0.63,1.01,0.49,Medium,0.63,0.31,0.64,0.67,0.84,0.73,0.32,0.45,0.12,0.26
+Truck Driver,72971,9,High School,0.1,1.07,0.8,High,0.03,0.43,0.28,0.07,0.29,0.29,0.36,0.37,0.43,0.09
+Doctor,75456,27,Master's,0.88,1.49,0.14,Low,0.95,0.76,0.17,0.05,0.21,0.78,0.63,0.22,0.74,0.14
+Marketing Manager,42929,12,High School,0.79,1.47,0.36,Medium,0.91,0.34,0.42,0.47,0.63,0.99,0.6,0.93,0.26,0.4
+HR Specialist,87735,6,PhD,0.32,1.48,0.59,Medium,0.48,0.75,0.47,0.02,0.54,0.63,0.98,0.04,0.51,0.1
+Chef,69029,23,High School,0.61,0.73,0.6,Medium,0.51,0.22,0.49,0.0,0.86,0.01,0.01,0.61,0.97,0.86
+UX Researcher,50387,18,Master's,0.2,1.13,0.63,Medium,0.36,0.43,0.12,0.15,0.57,0.1,0.2,0.23,0.44,0.05
+Customer Support,94918,29,PhD,0.93,0.52,0.86,High,0.84,0.31,0.13,0.04,0.64,0.55,0.23,0.83,0.74,0.28
+Graphic Designer,56154,26,PhD,0.24,1.18,0.35,Medium,0.69,0.24,0.57,0.17,0.73,0.06,0.17,0.18,0.04,0.75
+Retail Worker,141634,0,PhD,0.78,1.36,0.7,Medium,0.12,0.56,0.98,0.66,0.37,0.15,0.15,0.36,0.71,0.03
+Construction Worker,50377,0,PhD,0.94,1.39,0.93,High,0.02,0.98,0.37,0.87,0.19,0.45,0.04,0.04,0.94,0.81
+Lawyer,74516,10,High School,0.53,1.25,0.44,Medium,0.76,0.49,0.64,0.96,0.47,0.42,0.91,0.9,0.99,0.55
+HR Specialist,129895,29,High School,0.24,0.53,0.59,Medium,0.23,0.61,0.92,0.95,0.0,0.32,0.84,0.54,0.81,0.85
+Mechanic,41329,24,Bachelor's,0.33,0.72,0.68,Medium,0.31,0.34,0.9,0.14,0.58,0.78,0.27,0.84,0.77,0.49
+Truck Driver,40013,21,High School,0.97,1.12,0.83,High,0.89,0.42,0.56,0.86,0.39,0.77,0.26,0.7,0.51,0.16
+Financial Analyst,120777,5,Bachelor's,0.28,1.43,0.66,Medium,0.51,0.26,0.1,0.16,0.52,0.31,0.04,0.46,0.75,0.89
+Graphic Designer,107011,24,Master's,0.72,0.86,0.5,Medium,0.73,0.73,0.42,0.54,0.92,0.63,0.64,0.78,0.12,0.52
+Mechanic,116377,6,PhD,0.36,0.79,0.54,Medium,0.22,0.56,0.16,0.58,0.6,0.42,0.38,0.25,0.33,0.5
+Software Engineer,67630,25,High School,0.78,1.21,0.41,Medium,0.1,0.0,0.6,0.21,0.01,0.36,0.96,0.69,0.86,0.14
+Doctor,96360,15,Master's,0.66,0.8,0.07,Low,0.37,0.4,0.27,0.22,0.36,0.64,0.95,0.7,0.78,0.31
+Nurse,103850,7,Master's,0.29,0.9,0.22,Low,0.94,0.81,0.27,0.82,0.41,0.18,0.46,0.56,0.76,0.35
+AI Engineer,117133,23,High School,0.09,0.61,0.29,Low,0.95,0.97,0.3,0.19,0.98,0.99,0.08,0.75,0.29,0.91
+Nurse,125065,13,Master's,0.89,0.5,0.18,Low,0.34,0.43,0.43,0.65,0.02,0.69,0.02,0.19,0.61,0.09
+Security Guard,147600,8,Master's,0.19,0.92,0.82,High,0.5,0.52,0.22,0.52,0.48,0.21,0.99,0.87,0.89,0.69
+Software Engineer,96333,15,Master's,0.82,0.54,0.5,Medium,0.4,0.21,0.38,0.98,0.72,0.3,0.61,0.25,0.61,0.9
+Mechanic,126847,29,High School,0.73,0.95,0.51,Medium,0.7,0.81,0.66,0.98,0.82,0.78,0.85,0.28,0.43,0.56
+Truck Driver,92244,20,PhD,0.85,0.53,0.75,High,0.88,0.06,0.23,0.35,0.75,0.56,0.95,0.23,0.87,0.28
+Doctor,93810,28,High School,0.5,0.57,0.15,Low,0.36,0.16,0.86,0.39,0.98,0.9,0.19,0.51,0.6,0.82
+AI Engineer,127211,12,PhD,0.62,0.54,0.17,Low,0.88,0.71,0.87,0.67,0.04,0.97,0.92,0.13,0.11,0.54
+Mechanic,35455,12,High School,0.38,0.64,0.5,Medium,0.34,0.35,0.64,0.89,0.56,0.69,0.66,0.55,0.31,0.38
+Retail Worker,37289,16,Master's,0.95,1.38,0.73,High,0.06,0.87,0.61,0.3,0.56,0.22,0.95,0.83,0.96,0.19
+Customer Support,81428,5,Master's,0.56,0.82,0.82,High,0.94,0.69,0.36,1.0,0.35,0.81,0.78,0.72,0.67,0.11
+Mechanic,123890,22,Master's,0.16,1.1,0.4,Medium,0.17,0.56,0.84,0.38,0.08,0.62,0.77,0.3,0.69,0.08
+Graphic Designer,67422,2,PhD,0.47,1.28,0.44,Medium,0.45,0.63,0.62,0.52,0.33,0.67,0.84,0.15,0.34,0.67
+Financial Analyst,62947,12,Bachelor's,0.22,0.72,0.35,Medium,0.65,0.75,0.68,0.92,0.15,0.32,0.34,0.23,0.14,0.49
+Security Guard,149554,3,High School,0.26,1.29,0.93,High,0.88,0.72,0.17,0.37,0.05,0.64,0.45,0.57,0.98,0.4
+AI Engineer,66497,8,High School,0.15,0.64,0.18,Low,0.75,0.56,0.87,0.32,0.6,0.66,0.28,0.4,0.59,0.02
+Software Engineer,91140,6,Master's,0.11,0.55,0.39,Medium,0.5,0.33,0.44,0.08,0.23,0.1,0.23,0.7,0.58,0.33
+Graphic Designer,147342,14,High School,1.0,1.27,0.63,Medium,0.03,0.06,0.71,0.19,0.43,0.18,0.18,0.11,0.59,0.74
+Research Scientist,119647,23,Bachelor's,0.28,1.16,0.15,Low,0.7,0.76,0.03,0.38,0.73,0.38,0.01,0.34,0.87,0.95
+Customer Support,31234,28,High School,0.31,0.97,0.76,High,0.17,0.49,0.74,0.22,0.91,0.17,0.56,0.78,0.21,0.3
+Retail Worker,34677,0,Master's,0.94,0.99,0.72,High,0.83,0.57,0.06,0.45,0.43,0.15,0.42,0.28,0.7,0.01
+Data Scientist,125288,8,Master's,0.92,0.93,0.37,Medium,0.79,0.85,0.21,0.71,0.62,0.75,0.79,0.66,0.96,0.86
+Security Guard,77540,13,PhD,0.55,1.25,0.85,High,0.04,0.21,0.08,0.11,0.02,0.42,0.18,0.86,0.75,0.57
+Mechanic,62953,29,High School,0.26,0.97,0.56,Medium,0.78,0.08,0.71,0.74,0.56,0.21,0.54,0.5,0.48,0.46
+Retail Worker,99754,1,Master's,0.18,0.6,0.76,High,0.26,0.25,0.21,0.74,0.82,0.33,0.31,0.84,0.62,0.29
+Financial Analyst,114865,26,High School,0.34,1.09,0.7,Medium,0.3,0.93,0.32,0.54,0.46,0.78,0.06,0.63,0.76,0.47
+Retail Worker,59904,9,Bachelor's,0.24,1.18,0.92,High,0.42,0.56,0.23,0.41,0.34,0.66,0.98,0.81,0.19,0.58
+Chef,53473,25,Master's,0.25,0.67,0.43,Medium,0.68,0.5,0.93,0.21,0.36,0.33,0.24,0.99,0.39,0.94
+Construction Worker,34564,0,Bachelor's,0.2,0.62,0.91,High,0.03,0.96,0.42,0.25,0.62,0.13,0.07,0.83,0.42,0.52
+HR Specialist,128259,26,Master's,0.37,1.01,0.61,Medium,0.5,0.78,0.12,0.06,0.16,0.77,0.76,0.14,0.03,0.69
+Graphic Designer,144486,28,Master's,0.75,0.7,0.53,Medium,0.76,0.26,0.53,0.31,0.23,0.97,0.91,0.45,0.14,0.73
+Data Scientist,136766,3,Master's,0.17,0.88,0.51,Medium,0.1,0.57,0.02,0.89,0.92,0.73,0.47,0.25,0.74,0.93
+Chef,139097,23,Bachelor's,0.47,0.82,0.44,Medium,0.41,0.95,0.26,0.49,0.95,0.48,0.86,0.06,0.95,0.19
+Customer Support,97004,8,Bachelor's,0.18,0.94,0.78,High,0.43,0.25,0.97,0.31,0.65,0.14,0.82,0.54,0.98,0.42
+Construction Worker,87143,25,Bachelor's,0.35,1.24,0.86,High,0.78,0.07,0.58,0.93,0.11,0.09,0.72,0.32,0.66,0.55
+Research Scientist,86668,20,Bachelor's,0.89,1.18,0.12,Low,0.26,0.88,0.59,0.79,0.45,0.1,0.33,0.16,0.78,0.7
+Chef,45027,5,Bachelor's,0.43,1.21,0.43,Medium,0.71,0.55,0.25,0.67,0.88,0.31,0.81,0.34,0.82,0.05
+Marketing Manager,86546,8,Bachelor's,0.11,1.37,0.51,Medium,0.59,0.84,0.05,0.39,0.64,0.4,0.03,0.65,0.39,0.02
+Chef,101621,7,Master's,0.22,1.01,0.37,Medium,0.36,0.75,0.81,0.8,0.7,0.54,0.55,0.95,0.88,0.65
+Graphic Designer,114191,24,PhD,0.73,0.56,0.68,Medium,0.55,0.5,0.29,0.0,0.06,0.26,0.54,0.08,0.97,0.41
+Teacher,41918,24,High School,0.53,0.56,0.26,Low,0.46,0.18,0.16,0.36,0.57,0.42,0.6,0.71,0.75,0.4
+Customer Support,130213,10,PhD,0.14,1.01,0.72,High,0.24,0.58,0.74,0.1,0.21,0.99,0.34,0.28,0.09,0.69
+Chef,88561,22,Master's,0.16,1.13,0.51,Medium,0.56,0.99,0.03,0.91,0.84,0.42,0.88,0.65,0.89,0.59
+Research Scientist,132013,1,High School,0.58,0.68,0.09,Low,0.65,0.95,0.59,0.8,0.17,0.65,0.73,0.04,0.1,0.78
+Security Guard,67010,19,Bachelor's,0.41,1.42,0.95,High,0.76,0.79,0.21,0.19,0.98,0.7,0.69,0.29,0.89,0.04
+Marketing Manager,131807,7,Master's,0.18,1.21,0.59,Medium,0.53,0.01,0.87,0.96,0.2,0.84,0.97,0.33,0.19,0.98
+Graphic Designer,117563,2,High School,0.28,1.24,0.55,Medium,0.68,0.71,0.69,0.34,0.31,0.43,0.81,0.94,0.46,0.09
+Nurse,51798,0,PhD,0.08,0.66,0.27,Low,0.55,0.35,0.93,0.96,0.33,0.87,0.68,0.27,0.94,0.06
+Data Scientist,73701,25,Master's,0.4,1.19,0.32,Medium,0.89,0.66,0.28,0.66,0.54,0.34,0.03,0.55,0.08,0.81
+Graphic Designer,135959,29,High School,0.43,0.93,0.52,Medium,0.04,0.2,0.2,0.6,0.26,0.14,0.02,0.84,0.97,0.7
+Mechanic,129721,14,Master's,0.12,0.98,0.48,Medium,0.42,0.38,0.5,0.07,0.04,0.06,0.2,0.28,0.17,0.25
+Nurse,98132,29,High School,0.15,0.79,0.15,Low,0.74,0.96,0.92,0.48,0.46,0.13,0.97,0.76,0.85,0.23
+HR Specialist,132945,5,Master's,0.1,1.44,0.41,Medium,0.6,0.15,0.8,0.19,0.81,0.4,0.58,0.27,0.88,0.76
+Graphic Designer,141318,10,High School,0.59,0.63,0.36,Medium,0.53,0.64,0.56,0.56,0.74,0.9,0.39,0.54,0.89,0.46
+Chef,114005,26,PhD,0.77,1.38,0.6,Medium,0.1,0.46,0.21,0.32,0.47,0.22,0.52,0.64,0.87,0.21
+Data Scientist,107974,6,Bachelor's,0.41,0.72,0.43,Medium,0.88,0.14,0.44,0.31,0.08,0.1,0.78,0.85,0.74,0.54
+Teacher,96214,27,Master's,0.15,1.28,0.16,Low,0.75,0.23,0.83,0.57,0.01,0.52,0.31,0.06,0.45,0.31
+Research Scientist,89876,10,Master's,0.35,0.68,0.12,Low,0.12,0.08,0.91,0.9,0.83,0.23,0.73,0.59,0.05,0.9
+Graphic Designer,144947,14,Master's,0.71,0.73,0.52,Medium,0.11,0.3,0.72,0.3,0.15,0.01,0.57,0.97,0.48,0.21
+Marketing Manager,129590,18,Master's,0.6,1.3,0.48,Medium,0.17,0.19,0.9,0.24,0.73,0.27,0.72,0.08,0.21,0.41
+AI Engineer,147129,29,PhD,0.35,1.07,0.13,Low,0.68,0.51,0.71,0.43,0.88,0.38,0.31,0.56,0.51,0.52
+Nurse,107417,7,High School,0.59,1.39,0.2,Low,0.02,0.87,0.84,0.05,0.13,0.56,0.04,0.41,0.98,0.17
+Mechanic,75631,9,Bachelor's,0.68,0.54,0.63,Medium,0.2,0.53,0.25,0.66,0.59,0.95,0.45,0.87,0.58,0.91
+Marketing Manager,85753,3,High School,0.55,0.89,0.33,Medium,0.57,0.79,0.56,0.28,0.26,0.24,0.98,0.4,0.32,0.42
+HR Specialist,91138,28,Bachelor's,0.2,1.01,0.62,Medium,0.88,0.87,0.94,0.13,0.04,0.11,0.6,0.56,0.67,0.37
+Customer Support,106258,19,PhD,0.55,0.58,0.9,High,0.92,0.39,0.74,0.55,0.24,0.07,0.25,0.6,0.04,0.84
+Nurse,140514,10,Bachelor's,0.9,1.26,0.26,Low,0.6,0.89,0.5,0.99,0.1,0.81,0.64,0.58,0.73,0.84
+Truck Driver,47762,5,Bachelor's,0.38,1.33,0.74,High,0.14,0.65,0.91,0.11,0.59,0.08,0.81,0.91,0.63,0.69
+Data Scientist,101060,4,Master's,0.07,0.68,0.41,Medium,0.76,0.44,0.08,0.85,0.99,0.46,0.51,0.08,0.38,0.37
+Software Engineer,37361,7,PhD,0.66,1.28,0.35,Medium,0.42,0.19,0.86,0.15,0.44,0.05,0.63,0.48,0.5,0.1
+Retail Worker,47736,22,Master's,0.56,1.46,0.71,High,0.92,0.48,0.21,0.67,0.52,0.23,0.63,0.47,0.69,0.69
+Graphic Designer,57814,1,PhD,0.39,0.56,0.5,Medium,0.24,0.05,0.33,0.09,0.58,0.5,0.79,0.27,0.37,0.69
+Software Engineer,135636,22,High School,0.9,1.02,0.57,Medium,0.53,0.43,0.6,0.39,0.28,0.71,0.87,0.29,0.71,0.43
+Lawyer,124697,12,Bachelor's,0.62,1.44,0.44,Medium,0.76,0.31,0.8,0.76,0.77,1.0,0.14,0.39,0.63,0.59
+Security Guard,132887,9,Master's,0.05,1.21,0.88,High,0.06,0.54,0.24,0.8,0.05,0.15,0.1,0.07,0.6,0.87
+Graphic Designer,104336,21,Master's,0.21,0.84,0.44,Medium,0.45,0.42,0.67,0.34,0.66,0.55,0.05,0.92,0.18,0.45
+Security Guard,143398,11,High School,0.25,0.52,0.82,High,0.22,0.58,0.82,0.51,0.65,0.67,0.82,0.69,0.98,0.46
+Graphic Designer,143546,8,Master's,0.39,1.34,0.35,Medium,0.74,0.54,0.9,0.73,0.66,0.89,0.91,0.38,0.93,0.05
+Retail Worker,132676,23,Master's,0.34,0.99,0.91,High,0.64,0.46,0.16,0.94,0.33,0.1,0.56,0.41,0.59,0.23
+Mechanic,54569,29,PhD,0.38,0.67,0.61,Medium,0.99,0.28,0.92,0.13,0.95,0.75,0.35,0.3,0.64,0.59
+Construction Worker,124093,12,Bachelor's,0.77,1.04,0.93,High,0.59,0.85,0.84,0.92,0.07,0.58,0.47,0.49,0.46,0.84
+Truck Driver,83638,15,Bachelor's,0.46,0.7,0.76,High,0.66,0.12,0.19,0.53,0.04,0.13,0.86,0.85,0.35,0.35
+AI Engineer,126765,21,Bachelor's,0.03,1.08,0.2,Low,0.79,0.95,0.36,0.44,0.67,0.97,0.89,0.67,0.86,0.09
+Research Scientist,121190,16,High School,0.01,0.68,0.21,Low,0.89,0.63,0.66,0.1,0.66,0.45,0.65,0.33,0.58,0.42
+Teacher,84916,13,High School,0.15,0.9,0.14,Low,0.74,0.71,0.91,0.63,0.31,0.78,0.5,0.19,0.75,0.13
+Truck Driver,125462,13,Bachelor's,0.76,1.27,0.9,High,0.29,0.87,0.72,0.83,0.71,0.58,0.11,0.71,0.69,0.31
+Mechanic,74838,15,Master's,0.55,1.06,0.45,Medium,0.12,0.22,0.77,0.27,0.0,1.0,0.21,0.66,0.93,0.6
+UX Researcher,113253,10,Master's,0.89,0.78,0.39,Medium,1.0,0.21,0.67,0.95,0.9,0.44,0.64,0.53,0.35,0.14
+Chef,111546,6,PhD,0.09,1.11,0.54,Medium,0.33,0.14,0.8,0.46,0.73,0.02,0.07,0.18,0.11,0.19
+Customer Support,140217,21,High School,0.05,0.54,0.71,High,0.7,0.54,0.37,0.68,0.55,0.01,0.84,0.35,0.4,0.78
+Software Engineer,107576,7,High School,0.01,1.41,0.5,Medium,0.35,0.82,0.03,0.2,0.16,0.74,0.31,0.77,0.04,0.61
+Security Guard,89849,19,PhD,0.19,1.32,0.8,High,0.57,0.03,0.79,0.29,0.69,0.76,0.12,0.3,0.72,0.23
+UX Researcher,133970,23,Master's,0.51,0.87,0.48,Medium,0.9,0.18,0.81,0.02,0.92,0.5,0.23,0.0,0.56,0.24
+Financial Analyst,65340,11,High School,0.28,0.59,0.5,Medium,0.56,0.45,0.46,0.59,0.53,0.13,0.2,0.14,0.69,0.53
+Construction Worker,94605,27,Master's,0.8,0.83,0.84,High,0.07,0.74,0.7,0.8,0.88,0.76,0.84,0.35,0.34,0.94
+Graphic Designer,132025,3,Bachelor's,0.55,0.87,0.65,Medium,0.32,0.15,0.64,0.04,0.38,0.81,0.3,0.93,0.96,0.82
+Chef,42623,8,PhD,0.53,1.07,0.63,Medium,0.49,0.41,0.61,0.66,0.75,0.67,0.75,0.67,0.48,0.13
+Teacher,82913,27,Bachelor's,0.77,0.86,0.12,Low,0.49,0.79,0.64,0.04,0.48,0.99,0.35,0.44,0.29,0.5
+Lawyer,39159,4,Master's,0.25,1.21,0.36,Medium,0.93,0.31,0.58,0.32,0.48,0.9,0.07,0.86,0.56,0.67
+Retail Worker,70294,16,PhD,0.76,0.63,0.94,High,0.8,0.49,0.92,0.17,0.99,0.72,0.1,0.54,0.71,0.61
+AI Engineer,110381,9,Bachelor's,0.35,0.84,0.26,Low,0.23,0.09,0.6,0.69,0.29,0.6,0.78,0.35,0.53,0.15
+Truck Driver,142488,4,PhD,0.98,0.8,0.77,High,0.97,0.73,0.59,0.7,0.71,0.76,0.07,0.41,0.3,0.07
+UX Researcher,35749,24,High School,0.62,0.68,0.42,Medium,0.64,0.58,0.87,0.79,0.97,0.6,0.7,0.86,0.84,0.72
+Truck Driver,81833,12,PhD,0.27,1.38,0.89,High,0.84,0.14,0.31,0.42,0.84,0.89,0.28,0.69,0.08,0.41
+Financial Analyst,52703,6,Master's,0.77,1.39,0.43,Medium,0.53,0.65,0.33,0.99,0.88,0.3,0.51,0.23,0.51,0.68
+Doctor,76554,15,High School,0.87,1.09,0.3,Low,0.03,0.83,0.79,0.13,0.34,0.88,0.52,0.4,0.91,0.09
+Construction Worker,67648,25,High School,0.65,1.11,0.77,High,0.56,0.71,0.58,0.68,0.26,0.83,0.45,0.99,0.02,0.38
+Retail Worker,135718,4,Bachelor's,0.56,0.74,0.88,High,0.88,0.21,0.16,0.88,0.36,0.43,0.22,0.43,0.23,0.67
+Retail Worker,53876,18,PhD,0.58,0.72,0.77,High,0.77,0.79,0.49,0.15,0.06,0.27,0.73,0.6,0.72,0.47
+Marketing Manager,56513,11,PhD,0.48,0.58,0.33,Medium,0.83,0.63,0.28,0.76,0.14,0.65,0.99,0.15,0.14,0.47
+Lawyer,125564,15,Master's,0.03,1.0,0.33,Medium,0.24,0.71,0.74,0.73,0.07,0.79,0.43,0.48,0.42,0.86
+Truck Driver,65253,22,High School,0.5,1.33,0.9,High,0.01,0.48,0.04,0.31,0.8,0.94,0.24,0.02,0.4,0.34
+Software Engineer,138482,23,Bachelor's,0.5,0.9,0.39,Medium,0.83,0.25,0.05,0.56,0.32,0.71,0.08,0.97,0.19,0.36
+Doctor,143169,0,Bachelor's,0.69,0.7,0.17,Low,0.21,0.02,0.48,0.42,0.43,0.21,0.95,0.0,0.89,0.74
+Mechanic,89816,16,Master's,0.47,1.49,0.56,Medium,0.13,0.46,0.47,0.8,0.92,0.08,0.31,0.3,1.0,0.56
+Construction Worker,71729,11,Bachelor's,0.43,1.22,0.77,High,0.91,0.46,0.8,0.26,0.69,0.41,0.03,0.41,0.55,0.15
+AI Engineer,90924,11,PhD,0.46,0.84,0.16,Low,0.46,0.14,0.18,0.85,0.16,0.67,0.42,0.97,0.07,0.83
+Mechanic,135963,23,PhD,0.01,0.76,0.46,Medium,0.31,0.36,0.92,0.36,0.42,0.76,0.79,0.08,0.7,0.48
+Marketing Manager,46294,4,Master's,0.26,0.55,0.44,Medium,0.26,0.38,0.58,0.73,0.61,0.68,0.87,0.87,0.86,0.15
+Software Engineer,34383,24,Master's,0.5,0.86,0.35,Medium,0.29,0.98,0.35,0.42,0.01,0.72,0.41,0.1,0.97,0.78
+Doctor,93742,18,Bachelor's,0.96,0.91,0.23,Low,0.21,0.7,0.01,0.13,0.43,0.01,0.46,0.52,0.62,0.1
+Retail Worker,82210,8,PhD,0.61,1.16,0.71,High,0.54,0.78,0.07,0.41,0.33,0.91,0.19,0.32,0.9,0.33
+Security Guard,55281,25,PhD,0.91,0.79,0.91,High,0.44,0.72,0.11,0.54,0.96,0.67,0.82,0.26,0.8,0.35
+Teacher,35143,10,High School,0.19,0.99,0.18,Low,0.62,0.87,0.3,0.98,0.85,0.4,0.23,0.07,0.23,0.88
+Marketing Manager,67404,17,Master's,0.14,0.52,0.42,Medium,0.22,0.1,0.95,0.27,0.01,0.94,0.58,0.08,0.03,0.11
+AI Engineer,83568,24,PhD,0.57,1.15,0.09,Low,0.49,0.96,0.84,0.72,0.52,0.39,0.45,0.76,0.55,0.76
+Security Guard,134534,1,PhD,0.64,1.1,0.8,High,0.2,0.37,0.52,0.03,0.48,0.86,0.98,0.86,0.17,0.16
+Customer Support,37120,20,High School,0.23,1.18,0.72,High,0.44,0.28,0.6,0.8,0.92,0.96,0.35,0.86,0.59,0.69
+Chef,140931,7,Master's,0.13,1.45,0.52,Medium,0.34,0.34,0.75,0.68,0.73,0.25,0.17,0.72,0.3,0.22
+Chef,68191,7,High School,0.15,0.93,0.4,Medium,0.89,0.69,0.74,0.4,0.6,0.5,0.17,0.05,0.68,0.12
+Lawyer,58453,1,Bachelor's,0.44,1.24,0.61,Medium,0.87,0.2,0.99,0.76,0.16,0.84,0.5,0.07,0.13,0.43
+UX Researcher,114815,15,PhD,0.95,0.72,0.49,Medium,0.23,0.56,0.91,0.57,0.51,0.75,0.15,0.91,0.58,0.69
+HR Specialist,122562,18,High School,0.64,1.14,0.59,Medium,0.05,0.38,0.96,0.26,0.54,0.18,0.32,0.72,0.64,0.41
+Customer Support,145427,7,Master's,0.78,0.77,0.82,High,0.88,0.02,0.58,0.23,0.06,0.91,0.82,0.19,0.84,0.15
+Customer Support,142113,11,Bachelor's,0.43,0.87,0.85,High,0.06,0.69,0.78,0.4,0.17,0.03,0.64,0.27,0.46,0.39
+Truck Driver,111912,10,PhD,0.51,0.96,0.86,High,0.25,0.21,0.81,0.7,0.77,0.12,0.22,0.58,0.86,0.89
+Retail Worker,33390,14,Bachelor's,0.04,1.32,0.92,High,0.06,0.42,0.54,0.23,0.52,0.89,0.87,0.94,0.48,0.41
+Lawyer,100174,20,PhD,0.42,0.54,0.59,Medium,0.28,0.05,0.02,0.93,0.25,0.45,0.95,0.47,0.08,0.55
+Marketing Manager,42225,27,PhD,0.1,1.35,0.42,Medium,0.68,0.51,0.22,0.52,0.07,0.35,0.52,0.23,0.66,0.05
+Truck Driver,62864,29,Master's,0.71,0.93,0.92,High,0.63,0.96,0.28,0.94,0.61,0.75,0.9,0.55,0.86,0.54
+AI Engineer,102135,15,Master's,0.45,0.65,0.19,Low,0.98,0.79,0.75,0.64,0.35,0.17,0.22,0.01,0.67,0.81
+Doctor,120061,26,Bachelor's,0.09,0.84,0.12,Low,0.45,0.26,0.34,0.91,0.33,0.79,0.63,0.34,0.82,0.6
+Customer Support,84879,3,High School,0.07,1.25,0.81,High,0.41,0.15,0.16,0.8,0.83,0.56,0.3,0.93,0.62,0.8
+Chef,105342,22,Bachelor's,0.45,1.37,0.44,Medium,0.73,0.66,0.15,0.77,0.11,0.73,0.99,0.96,0.8,0.53
+HR Specialist,115424,27,PhD,0.73,0.51,0.34,Medium,0.6,0.01,0.91,0.49,0.26,0.39,0.85,0.93,0.12,0.78
+Security Guard,75381,12,Bachelor's,0.87,1.39,0.84,High,0.07,0.48,0.21,0.44,0.72,0.67,0.78,0.48,0.51,0.94
+Financial Analyst,112146,23,PhD,0.75,1.16,0.56,Medium,0.91,0.36,0.43,0.38,0.77,0.87,0.36,0.14,0.49,0.98
+Marketing Manager,61973,11,High School,0.45,0.77,0.67,Medium,0.55,0.58,0.01,0.65,0.31,0.51,0.53,0.59,0.82,0.3
+Software Engineer,147442,16,PhD,0.8,1.22,0.39,Medium,0.0,0.67,0.16,0.96,0.6,0.85,0.81,0.56,0.44,0.5
+Doctor,73904,2,Bachelor's,0.64,0.71,0.2,Low,0.4,0.06,0.38,0.23,0.84,0.1,0.36,0.7,0.9,0.34
+UX Researcher,131937,24,Bachelor's,0.37,0.7,0.43,Medium,0.64,0.72,0.37,0.15,0.14,0.81,0.65,0.73,0.49,0.46
+Graphic Designer,122928,23,Master's,0.5,0.91,0.67,Medium,0.61,0.29,0.56,0.99,0.85,0.28,0.95,0.98,0.23,0.9
+Financial Analyst,133120,25,High School,0.04,1.17,0.42,Medium,0.67,0.91,0.5,0.41,0.92,0.97,0.06,0.92,0.08,0.34
+Data Scientist,33796,5,High School,0.78,1.23,0.32,Medium,0.13,0.94,0.08,0.08,0.84,0.64,0.35,0.17,0.88,0.99
+Lawyer,92058,1,PhD,0.55,0.76,0.63,Medium,0.35,0.71,0.54,0.54,0.86,0.47,0.85,0.36,0.17,0.46
+Graphic Designer,46005,28,Bachelor's,0.48,1.31,0.53,Medium,0.89,0.51,0.22,0.13,0.87,0.06,0.12,0.06,0.42,0.53
+Security Guard,63445,14,PhD,0.52,0.89,0.89,High,0.83,0.68,0.47,0.22,0.85,0.34,0.36,0.92,0.98,0.9
+Data Scientist,50377,0,Master's,0.87,1.2,0.42,Medium,0.95,0.88,0.24,0.49,0.07,0.95,0.57,0.25,0.29,0.98
+Retail Worker,88851,0,Bachelor's,0.42,1.0,0.72,High,0.08,0.59,0.51,0.36,0.57,0.07,0.94,0.29,0.07,0.17
+AI Engineer,94127,13,Master's,0.18,0.92,0.23,Low,0.27,0.44,0.93,0.3,0.79,0.16,0.18,0.46,0.23,0.9
+Graphic Designer,36703,11,High School,0.82,1.24,0.69,Medium,0.53,0.09,0.37,0.84,0.4,0.46,0.41,0.24,0.07,0.18
+Research Scientist,120027,21,Master's,0.25,1.07,0.2,Low,0.57,0.08,0.67,0.38,0.88,0.53,0.08,0.01,0.7,0.4
+Software Engineer,36384,13,PhD,0.45,0.57,0.46,Medium,0.31,0.8,0.17,0.76,0.5,0.08,0.97,0.73,0.26,0.58
+Chef,41460,29,High School,0.43,1.46,0.65,Medium,0.41,0.35,0.12,0.04,0.3,0.94,0.96,0.81,0.35,0.14
+Software Engineer,87803,1,High School,0.65,0.92,0.58,Medium,0.75,0.78,0.5,0.79,0.03,0.68,0.24,0.27,0.09,0.19
+Doctor,46482,1,PhD,0.42,1.43,0.09,Low,0.2,0.56,0.35,0.64,0.42,0.81,0.43,0.57,0.32,0.7
+Customer Support,73307,20,PhD,0.4,0.78,0.85,High,0.94,0.13,0.8,0.54,0.53,0.96,0.61,0.83,0.51,0.25
+Graphic Designer,37505,27,PhD,0.92,1.34,0.38,Medium,0.32,0.52,0.57,0.19,0.23,0.76,0.73,0.84,0.93,0.31
+Customer Support,57205,10,PhD,0.67,1.46,0.77,High,0.27,0.7,0.93,0.82,0.73,0.39,0.72,0.8,0.75,0.68
+UX Researcher,82025,10,PhD,0.66,0.98,0.68,Medium,0.61,0.61,0.99,0.09,0.28,0.66,0.32,0.35,0.89,0.58
+Lawyer,121676,21,Master's,0.31,0.58,0.52,Medium,0.17,0.86,0.58,0.06,0.3,0.62,0.34,0.51,0.91,0.35
+Security Guard,145614,28,High School,0.82,0.82,0.72,High,0.18,0.95,0.93,0.22,0.55,0.14,0.67,0.19,0.05,0.82
+Retail Worker,124362,1,High School,0.11,1.33,0.89,High,0.68,0.91,0.49,0.13,0.06,0.32,0.09,0.54,0.01,0.44
+Financial Analyst,133132,12,Bachelor's,0.37,1.18,0.44,Medium,0.34,0.99,0.72,0.51,0.58,0.62,0.02,0.08,0.65,0.36
+Truck Driver,133601,9,Master's,0.3,0.63,0.93,High,0.2,0.14,0.63,0.52,0.58,0.44,0.47,0.78,0.22,0.4
+Financial Analyst,32894,3,Bachelor's,0.19,0.79,0.38,Medium,0.02,0.27,0.05,0.15,0.36,0.02,0.75,0.8,0.41,0.98
+Data Scientist,65714,11,High School,0.74,0.69,0.63,Medium,0.95,0.24,0.69,0.75,0.31,0.48,0.1,0.17,0.06,0.56
+Marketing Manager,110560,25,Bachelor's,0.92,1.04,0.4,Medium,0.06,0.88,0.48,0.74,0.01,0.49,0.33,0.03,0.78,0.51
+Nurse,115236,23,High School,0.81,0.95,0.05,Low,0.94,0.26,0.83,0.82,0.16,0.47,0.04,0.35,0.73,0.24
+Truck Driver,36276,16,Master's,0.51,1.04,0.87,High,0.76,0.7,0.85,0.22,0.57,0.36,0.96,0.44,0.96,0.77
+Graphic Designer,111779,22,Bachelor's,0.49,0.94,0.51,Medium,0.29,0.9,0.79,0.8,0.43,0.07,0.68,0.37,0.87,0.78
+Software Engineer,44775,26,High School,0.6,1.19,0.53,Medium,0.51,0.23,0.24,0.77,0.02,0.78,0.53,0.94,1.0,0.66
+HR Specialist,140564,22,Bachelor's,0.48,0.7,0.34,Medium,0.58,0.81,0.26,0.42,0.55,0.91,0.14,0.24,0.92,0.04
+Construction Worker,108256,23,Master's,0.64,0.88,0.82,High,0.85,0.16,0.23,0.51,0.41,0.57,0.92,0.92,0.23,0.3
+Data Scientist,117377,1,Bachelor's,0.93,0.9,0.48,Medium,0.8,0.51,0.12,0.44,0.63,0.72,0.65,0.12,0.3,0.73
+Security Guard,39479,19,Bachelor's,0.05,0.54,0.86,High,0.55,0.16,0.55,0.97,0.63,0.45,0.83,0.21,0.41,0.53
+Construction Worker,130003,19,High School,0.92,0.79,0.71,High,0.92,0.22,0.38,0.53,0.98,0.54,0.45,0.58,0.97,0.82
+Software Engineer,128039,17,PhD,0.8,1.34,0.58,Medium,0.66,0.44,0.64,0.74,0.12,0.26,0.19,0.84,0.68,0.45
+Marketing Manager,55563,3,Bachelor's,0.72,1.41,0.33,Medium,0.51,0.71,0.21,0.33,0.42,0.79,0.49,0.49,0.43,0.23
+Mechanic,57287,28,Master's,0.32,1.07,0.36,Medium,0.43,0.9,1.0,0.36,0.15,0.31,0.33,0.64,0.5,0.77
+Graphic Designer,70103,5,PhD,0.25,1.28,0.64,Medium,0.6,0.93,0.78,0.6,0.91,0.6,0.52,0.36,0.88,0.12
+Doctor,126600,19,Master's,0.54,1.05,0.21,Low,0.51,0.26,0.86,0.66,0.86,0.28,0.64,0.71,0.38,0.81
+Financial Analyst,57217,16,Master's,0.59,1.11,0.51,Medium,0.63,0.17,0.68,0.34,0.45,0.33,0.47,0.62,0.84,0.48
+Data Scientist,82216,22,Bachelor's,0.49,1.19,0.44,Medium,0.41,0.56,0.29,0.21,0.14,0.35,0.05,0.58,0.18,0.38
+Teacher,147063,28,High School,0.63,1.35,0.21,Low,0.54,0.67,0.03,0.12,0.09,0.1,0.26,0.53,0.11,0.94
+Chef,67631,21,Master's,0.6,0.99,0.32,Medium,0.52,0.56,0.69,1.0,0.42,0.51,0.08,0.83,0.1,0.93
+Construction Worker,116425,27,Master's,0.34,0.83,0.94,High,0.98,0.97,0.7,0.11,0.39,0.29,0.71,0.49,0.62,0.01
+Marketing Manager,146598,16,Master's,0.95,1.17,0.64,Medium,0.48,0.02,0.99,0.06,0.19,0.05,0.62,0.58,0.21,0.96
+Data Scientist,45597,28,Master's,0.28,1.16,0.64,Medium,0.36,0.25,0.26,0.82,0.46,0.72,0.65,0.31,0.21,0.13
+Software Engineer,119643,4,PhD,0.08,0.76,0.59,Medium,0.15,0.52,0.25,0.51,0.75,0.27,0.35,0.72,0.55,0.09
+Construction Worker,56108,28,High School,0.28,0.89,0.76,High,0.54,0.71,0.8,0.92,0.36,0.93,0.62,0.39,0.89,0.58
+Data Scientist,40130,23,PhD,0.95,1.33,0.35,Medium,0.88,0.68,0.33,0.87,0.6,0.85,0.47,0.5,0.29,0.39
+Nurse,43077,5,High School,0.29,0.78,0.06,Low,0.12,0.52,0.58,0.82,0.06,0.36,0.2,0.36,0.35,0.35
+Graphic Designer,38957,12,Master's,0.76,1.19,0.44,Medium,0.15,0.52,0.92,0.12,0.75,0.6,0.59,0.93,0.96,0.24
+HR Specialist,52989,20,PhD,0.62,0.91,0.57,Medium,0.96,0.52,0.94,0.64,0.48,0.64,0.6,0.42,0.56,0.7
+Marketing Manager,70544,1,PhD,0.01,1.05,0.5,Medium,0.05,0.63,0.94,0.4,0.89,0.81,0.16,0.79,0.52,0.92
+Construction Worker,45580,4,High School,0.13,0.74,0.71,High,0.32,0.28,0.42,0.46,0.14,0.62,0.22,0.12,0.71,0.02
+UX Researcher,110614,2,Master's,0.14,1.38,0.63,Medium,0.06,0.55,0.3,0.19,0.31,0.82,0.06,0.65,0.91,0.45
+Mechanic,135953,15,High School,0.91,1.11,0.48,Medium,0.74,0.92,0.68,0.21,0.82,0.95,0.41,0.7,0.52,0.11
+AI Engineer,111687,21,High School,0.16,1.17,0.2,Low,0.03,0.06,0.26,0.74,0.13,0.2,0.91,0.55,0.62,0.46
+HR Specialist,147426,15,Bachelor's,0.25,1.09,0.49,Medium,0.4,0.69,0.4,0.04,0.84,0.32,0.95,0.88,0.23,0.97
+Data Scientist,92778,13,High School,0.99,1.18,0.67,Medium,0.69,0.86,0.61,0.93,0.52,0.74,0.92,0.42,0.03,0.11
+Nurse,107863,15,PhD,0.87,0.98,0.29,Low,0.19,0.11,0.6,0.38,0.34,0.73,0.15,0.78,0.36,0.99
+HR Specialist,73622,14,High School,0.28,0.55,0.48,Medium,0.77,0.02,0.11,0.72,0.59,0.72,0.23,0.8,0.48,0.61
+Construction Worker,119565,9,Master's,0.21,1.27,0.76,High,0.09,0.6,0.55,0.61,0.62,0.5,0.49,0.92,0.53,0.62
+Lawyer,36944,29,Master's,0.87,0.52,0.52,Medium,0.38,0.6,0.36,0.72,0.02,0.41,0.83,0.25,0.05,0.5
+AI Engineer,36357,27,Bachelor's,0.06,0.57,0.2,Low,0.25,0.41,0.83,0.2,0.72,0.5,0.9,0.97,0.48,0.58
+Security Guard,130709,29,Bachelor's,0.32,0.73,0.94,High,0.43,0.0,0.84,0.6,0.17,0.03,0.29,0.93,0.93,0.31
+Software Engineer,133134,3,High School,0.44,1.15,0.43,Medium,0.52,0.29,0.06,0.14,0.29,0.98,0.97,0.83,0.23,0.44
+Financial Analyst,135383,29,Master's,0.39,0.54,0.51,Medium,0.07,0.8,0.69,0.35,0.65,0.23,0.27,0.31,0.8,0.21
+Truck Driver,58212,13,Master's,0.2,0.79,0.76,High,0.65,0.53,0.72,0.22,0.01,0.68,0.11,0.25,0.31,0.75
+Marketing Manager,59210,25,Bachelor's,0.18,1.1,0.58,Medium,0.39,0.25,0.68,0.61,0.08,0.67,0.49,0.75,0.19,0.26
+Mechanic,65630,6,Master's,0.48,0.89,0.6,Medium,0.56,0.71,0.15,0.73,0.46,0.03,0.23,0.03,0.46,0.33
+HR Specialist,127942,20,High School,0.87,1.33,0.5,Medium,0.81,0.27,0.56,0.39,0.17,0.07,0.56,0.1,0.72,0.92
+Graphic Designer,147050,16,High School,0.47,1.24,0.41,Medium,0.92,0.89,0.1,0.03,0.98,0.96,0.42,0.05,0.62,0.29
+Software Engineer,100655,3,Bachelor's,0.79,1.15,0.41,Medium,0.7,0.29,0.04,0.51,0.49,0.76,0.87,0.35,0.45,0.47
+Software Engineer,52901,8,Master's,0.74,1.02,0.67,Medium,0.65,0.21,0.16,0.37,0.35,0.41,0.18,0.98,0.15,0.65
+Marketing Manager,63144,24,PhD,0.41,0.81,0.45,Medium,0.5,0.6,0.58,0.63,0.84,0.89,0.74,0.08,0.96,0.95
+Software Engineer,44410,7,Bachelor's,0.54,1.15,0.51,Medium,0.69,0.49,0.53,0.94,0.39,0.76,0.33,0.33,0.93,0.7
+Mechanic,43785,27,Master's,0.99,0.5,0.69,Medium,0.1,0.07,0.77,0.35,0.92,0.54,0.39,0.07,0.46,0.28
+Security Guard,90037,11,Bachelor's,0.67,1.48,0.79,High,0.3,0.09,0.22,0.28,0.34,0.63,0.11,0.06,0.93,0.8
+Lawyer,132424,5,PhD,0.64,1.09,0.6,Medium,0.86,0.36,0.66,0.8,0.7,0.92,0.49,0.8,0.91,0.56
+Retail Worker,118400,12,High School,0.82,1.35,0.8,High,0.23,0.98,0.55,0.52,0.95,0.41,0.85,0.7,0.97,0.43
+Research Scientist,41151,22,High School,0.57,0.98,0.13,Low,0.55,0.57,0.9,0.7,0.83,0.77,0.28,0.21,0.26,0.15
+Mechanic,56257,4,Bachelor's,0.65,1.04,0.57,Medium,0.36,0.21,0.2,0.6,0.16,0.4,0.21,0.66,0.62,0.38
+Nurse,136933,16,Bachelor's,0.21,0.97,0.29,Low,0.27,0.19,0.22,0.71,0.91,0.08,0.75,0.49,0.83,0.42
+Lawyer,50705,29,PhD,0.37,1.32,0.65,Medium,0.14,0.54,0.68,0.08,0.93,0.52,0.65,0.18,0.26,0.12
+Graphic Designer,123064,9,PhD,0.49,1.33,0.51,Medium,0.24,0.04,0.62,0.42,0.98,0.78,0.81,0.01,0.78,0.19
+Lawyer,77089,24,Bachelor's,0.45,1.07,0.35,Medium,0.46,0.04,0.04,0.66,0.95,0.78,0.47,0.06,0.05,0.16
+Financial Analyst,76978,7,High School,0.4,1.34,0.58,Medium,0.61,0.95,0.23,0.45,0.86,0.55,0.25,0.21,0.75,0.01
+Graphic Designer,62235,5,Bachelor's,0.02,1.13,0.54,Medium,0.58,0.47,0.85,0.66,0.78,0.12,0.05,0.03,0.15,0.67
+Doctor,43739,17,PhD,0.75,0.69,0.14,Low,0.89,0.94,0.92,0.82,0.69,0.91,0.71,0.95,0.02,0.92
+Graphic Designer,96321,2,Bachelor's,0.11,0.71,0.64,Medium,0.51,0.98,0.12,0.41,0.33,0.52,0.63,0.66,0.0,0.09
+Software Engineer,94314,10,Bachelor's,0.06,0.92,0.38,Medium,0.79,0.58,0.36,0.29,0.56,0.43,0.06,0.67,0.5,0.28
+Truck Driver,72229,12,High School,0.38,1.47,0.88,High,0.69,0.23,0.56,0.36,0.24,0.9,0.38,0.28,0.93,0.2
+Chef,121842,3,Master's,0.65,1.42,0.63,Medium,0.71,0.31,0.5,0.94,0.02,0.79,0.25,0.19,0.23,0.06
+Security Guard,55564,25,High School,0.87,1.02,0.88,High,0.56,0.81,0.84,0.23,0.46,0.63,0.98,0.68,0.9,0.85
+Lawyer,35555,4,Bachelor's,0.89,0.88,0.45,Medium,0.78,0.13,0.31,0.61,0.42,0.94,0.96,0.5,0.54,0.72
+Graphic Designer,116134,9,PhD,0.19,1.25,0.6,Medium,0.24,0.83,0.61,0.24,0.65,0.23,0.27,0.85,0.93,0.26
+Security Guard,79326,16,PhD,0.24,0.62,0.71,High,0.24,0.39,0.93,0.24,0.37,0.73,0.3,0.68,0.43,0.2
+Financial Analyst,114141,22,Master's,0.03,0.79,0.44,Medium,0.46,0.68,0.46,0.59,0.6,0.37,0.93,0.96,0.58,0.07
+Chef,65120,7,Bachelor's,0.18,0.98,0.38,Medium,0.7,0.08,0.95,0.2,0.66,0.92,0.25,0.93,0.39,0.96
+AI Engineer,115317,0,Master's,0.19,1.33,0.1,Low,0.23,0.08,0.16,0.63,0.45,0.79,0.33,0.97,0.05,0.06
+Doctor,115564,7,PhD,0.89,1.3,0.17,Low,0.27,0.01,0.51,0.48,0.34,0.58,0.73,0.7,0.26,0.59
+UX Researcher,35504,14,Bachelor's,0.12,1.29,0.58,Medium,0.77,0.15,0.91,0.13,0.87,0.35,0.11,0.29,0.18,0.49
+Lawyer,63489,20,PhD,0.33,1.11,0.66,Medium,0.63,0.36,0.99,0.19,0.52,0.8,0.0,0.7,0.27,0.17
+Teacher,135390,18,PhD,0.97,1.39,0.1,Low,0.12,0.36,0.59,0.87,0.97,0.75,0.6,0.14,0.07,0.6
+Teacher,36902,13,Master's,0.85,0.82,0.06,Low,0.42,0.97,0.8,0.03,0.87,0.47,0.36,0.35,0.6,0.53
+Truck Driver,77373,29,High School,0.57,0.64,0.76,High,0.84,0.66,0.45,0.18,0.01,0.31,0.05,0.48,0.82,0.29
+Teacher,57309,16,PhD,0.7,0.63,0.21,Low,0.15,0.65,0.14,0.39,0.57,0.05,0.15,0.32,0.46,0.86
+AI Engineer,104010,16,Master's,0.35,0.98,0.12,Low,0.63,0.26,0.77,0.51,0.09,0.63,0.57,0.34,0.01,0.2
+Data Scientist,68011,25,Master's,0.2,1.08,0.58,Medium,0.86,0.65,0.69,0.61,0.99,0.26,0.27,0.13,0.49,0.1
+Chef,51460,8,High School,0.48,1.46,0.69,Medium,0.74,0.39,0.87,0.88,0.91,0.64,0.2,0.09,0.91,0.06
+Graphic Designer,125076,26,High School,0.49,0.52,0.66,Medium,0.29,0.03,0.99,0.31,0.88,0.45,0.66,0.24,0.5,0.26
+Customer Support,45281,15,High School,0.06,0.77,0.92,High,0.48,0.6,0.65,0.07,0.02,0.94,0.27,0.38,0.68,0.24
+Customer Support,67038,21,PhD,0.46,1.36,0.77,High,0.2,0.83,0.33,0.41,0.79,0.64,0.44,0.25,0.76,0.18
+Construction Worker,143472,12,Bachelor's,0.15,1.3,0.81,High,0.19,0.4,0.22,0.14,0.24,0.87,0.11,0.97,0.0,0.66
+Software Engineer,54192,5,High School,0.93,0.64,0.58,Medium,0.11,0.35,0.73,0.35,0.31,0.12,0.07,0.12,0.88,0.01
+Software Engineer,138614,29,Master's,0.77,1.07,0.59,Medium,0.65,0.46,0.38,0.94,0.97,0.65,0.2,0.45,0.5,0.76
+Mechanic,124500,27,Master's,0.51,1.18,0.31,Medium,0.78,0.21,0.66,0.11,0.11,0.04,0.91,0.6,0.36,0.79
+AI Engineer,90486,8,Master's,0.62,0.99,0.05,Low,0.26,0.11,0.66,0.25,0.45,0.35,0.14,0.96,0.93,0.08
+Retail Worker,44142,17,Master's,0.49,1.27,0.74,High,0.13,0.89,0.9,0.47,0.87,0.67,0.19,0.33,0.14,0.77
+Truck Driver,121168,18,PhD,0.55,1.16,0.89,High,0.22,0.34,0.41,0.59,0.85,0.25,0.47,0.75,0.09,0.51
+Software Engineer,34461,24,Master's,0.54,1.27,0.39,Medium,0.85,0.33,0.19,0.47,0.88,0.07,0.33,0.65,0.36,0.07
+Chef,41591,8,PhD,0.59,1.39,0.5,Medium,0.59,0.53,0.28,0.64,0.51,0.23,0.9,0.95,0.06,0.62
+Doctor,58465,0,High School,0.53,0.87,0.17,Low,0.32,0.12,0.3,0.67,0.05,0.38,0.04,0.36,0.09,0.34
+Lawyer,89973,1,High School,0.61,1.18,0.5,Medium,0.92,0.54,0.1,0.93,0.13,1.0,0.44,0.07,0.86,0.09
+Customer Support,134615,19,Master's,0.42,1.18,0.73,High,0.62,0.78,0.12,0.65,0.96,0.97,0.16,0.76,0.85,0.89
+Security Guard,81469,14,Master's,0.27,0.55,0.8,High,0.12,0.79,0.14,0.82,0.11,0.48,0.38,0.6,0.52,0.6
+Marketing Manager,105764,13,Master's,0.13,1.02,0.39,Medium,0.08,0.22,0.78,0.54,0.19,0.02,0.36,0.36,0.74,0.92
+HR Specialist,50543,14,Master's,0.69,1.13,0.47,Medium,0.07,0.47,0.35,0.55,0.13,0.72,0.79,0.39,0.18,0.62
+Lawyer,36086,22,PhD,0.7,0.62,0.46,Medium,0.92,0.63,0.15,0.72,0.35,0.49,0.42,0.73,0.22,0.39
+Nurse,65906,18,Bachelor's,0.7,0.7,0.14,Low,0.01,0.53,0.28,0.01,0.42,0.93,0.92,0.37,0.45,0.24
+Truck Driver,70527,20,Bachelor's,0.69,1.3,0.92,High,0.94,0.92,0.03,0.98,0.38,0.89,0.44,0.42,0.01,0.05
+Chef,91894,22,PhD,0.94,0.72,0.34,Medium,0.21,0.21,0.29,0.09,0.24,0.92,0.89,0.32,1.0,0.3
+Marketing Manager,78145,11,Bachelor's,0.91,1.23,0.69,Medium,0.89,0.22,0.76,0.05,0.82,0.6,0.96,0.96,0.05,0.16
+Software Engineer,95056,9,Bachelor's,0.88,1.31,0.69,Medium,0.62,0.26,0.03,0.22,0.68,0.93,0.32,0.88,0.39,0.31
+Security Guard,135949,14,Bachelor's,0.44,1.41,0.82,High,0.28,0.84,1.0,0.65,0.25,0.24,0.06,0.08,0.91,0.1
+Customer Support,78793,17,PhD,0.14,1.44,0.9,High,0.68,0.41,0.91,0.53,0.37,0.59,0.23,0.27,0.92,0.79
+UX Researcher,81380,26,High School,0.42,1.31,0.53,Medium,0.42,0.52,0.23,0.2,0.99,0.97,0.42,0.52,0.83,0.73
+Security Guard,33827,10,High School,0.37,0.75,0.95,High,0.75,0.05,0.9,0.93,0.33,0.64,0.68,0.73,0.69,0.56
+Lawyer,103038,28,High School,0.51,0.61,0.33,Medium,0.02,0.43,0.27,0.9,0.87,0.84,0.87,0.3,0.43,0.31
+Chef,122276,7,PhD,0.92,1.12,0.35,Medium,0.21,0.45,0.05,0.27,0.7,0.92,0.93,0.52,0.31,0.92
+Truck Driver,89309,28,Bachelor's,0.59,1.33,0.81,High,0.11,0.94,0.53,0.7,0.39,0.14,0.27,0.04,0.09,0.2
+Financial Analyst,57891,27,High School,0.99,1.34,0.33,Medium,0.84,0.54,0.66,0.13,0.4,0.88,0.43,0.13,0.31,0.22
+Doctor,61766,29,Bachelor's,0.91,1.23,0.26,Low,0.81,0.01,0.12,0.42,0.11,0.73,0.07,0.42,0.39,0.54
+Marketing Manager,87657,18,Master's,0.95,0.77,0.57,Medium,0.04,0.0,0.03,0.45,0.56,0.01,0.4,0.04,0.65,0.63
+Construction Worker,48476,6,High School,0.55,1.12,0.77,High,0.09,0.74,0.61,0.94,0.99,0.85,0.99,0.65,0.09,0.09
+Retail Worker,121860,21,PhD,0.24,0.56,0.82,High,0.31,0.59,0.6,0.68,0.58,0.38,0.02,0.91,0.33,0.51
+Data Scientist,125798,4,Bachelor's,0.31,0.81,0.4,Medium,0.24,0.03,0.96,0.6,0.11,0.59,0.23,0.31,0.8,0.89
+Financial Analyst,138695,23,Master's,0.93,1.41,0.52,Medium,0.91,0.54,0.1,0.83,0.13,0.32,0.38,0.81,0.08,0.44
+Research Scientist,69802,9,Bachelor's,0.58,0.85,0.19,Low,0.99,0.07,0.87,0.31,0.47,0.74,0.91,0.01,0.66,0.07
+HR Specialist,86832,18,Master's,0.6,0.77,0.38,Medium,0.27,0.62,0.15,0.72,0.42,0.35,0.81,0.51,0.38,0.88
+HR Specialist,143959,27,PhD,0.86,1.0,0.38,Medium,0.61,0.29,0.15,0.09,0.24,0.74,0.84,0.86,0.27,0.66
+Construction Worker,61709,22,High School,0.62,1.39,0.71,High,0.99,0.83,0.76,0.69,0.77,0.99,0.77,0.35,0.61,0.34
+Data Scientist,43669,12,Bachelor's,0.9,1.07,0.61,Medium,0.91,0.24,0.58,0.48,0.77,0.38,0.71,0.4,0.11,0.11
+Marketing Manager,61142,18,Bachelor's,0.03,1.03,0.57,Medium,0.13,0.61,0.6,0.15,0.4,0.76,0.02,0.15,1.0,0.73
+Truck Driver,111396,9,Bachelor's,0.63,1.35,0.91,High,0.32,0.49,0.64,0.07,0.95,0.43,0.37,0.91,0.12,0.04
+Software Engineer,50852,24,PhD,0.65,0.67,0.31,Medium,0.91,0.3,0.47,0.09,0.38,0.42,0.9,0.87,0.19,0.56
+Mechanic,99191,17,Master's,0.29,0.89,0.69,Medium,0.76,0.44,0.53,0.63,0.5,0.41,0.36,0.17,0.97,0.09
+Software Engineer,69537,25,Master's,0.96,0.87,0.4,Medium,0.96,0.8,0.66,0.61,0.36,0.64,0.73,0.03,0.12,0.32
+Truck Driver,65629,3,Master's,0.9,1.18,0.79,High,0.81,0.32,0.99,0.78,0.81,0.26,0.15,0.39,0.33,0.77
+Software Engineer,39597,29,Master's,0.53,1.13,0.45,Medium,0.2,0.9,0.14,0.3,0.76,0.61,0.73,0.81,0.9,0.3
+Customer Support,34096,4,Master's,0.64,0.83,0.76,High,0.21,0.4,0.19,0.14,0.36,0.61,0.15,0.04,0.03,0.27
+Truck Driver,63434,27,Master's,0.54,0.96,0.78,High,0.83,0.5,0.09,0.3,0.97,0.98,0.25,0.17,0.5,0.48
+UX Researcher,81358,29,Bachelor's,0.53,0.73,0.35,Medium,0.57,0.93,0.14,0.7,0.44,0.29,0.85,0.46,0.58,0.44
+Marketing Manager,80626,29,Master's,0.59,0.92,0.33,Medium,0.6,0.01,0.21,0.78,0.04,0.65,0.95,0.17,0.42,0.58
+Retail Worker,59638,22,PhD,0.62,0.9,0.74,High,0.09,0.74,0.24,0.85,0.74,0.05,0.2,0.29,0.59,0.81
+HR Specialist,30030,9,Bachelor's,0.25,0.88,0.37,Medium,0.55,0.48,0.32,0.52,0.36,0.34,0.27,0.54,0.44,0.2
+UX Researcher,145156,27,Bachelor's,0.15,0.54,0.47,Medium,0.23,0.42,0.33,0.54,0.72,0.48,0.06,0.02,0.21,0.42
+AI Engineer,88717,7,Master's,0.33,1.39,0.07,Low,0.95,0.86,0.83,0.86,0.08,0.15,0.13,0.11,0.33,0.83
+Construction Worker,68746,1,PhD,0.24,1.18,0.72,High,0.36,0.3,0.85,0.51,0.65,0.13,0.93,0.32,0.71,0.95
+UX Researcher,83207,3,Master's,0.51,0.62,0.46,Medium,0.85,0.14,0.92,0.67,0.42,0.55,0.15,0.22,0.29,0.38
+Teacher,138109,18,Master's,0.37,1.02,0.09,Low,0.74,0.56,0.44,0.95,0.89,0.66,0.92,0.56,0.83,0.41
+Research Scientist,86834,15,PhD,0.99,0.67,0.11,Low,0.16,0.34,0.29,0.6,1.0,0.05,0.78,0.13,0.02,0.64
+Marketing Manager,133988,7,Master's,0.18,0.84,0.37,Medium,0.91,0.27,0.44,0.89,0.55,0.93,0.93,0.46,0.58,0.23
+Security Guard,145064,2,High School,0.28,1.28,0.78,High,0.31,0.1,0.56,0.24,0.15,0.23,0.25,0.5,0.39,0.08
+Security Guard,106620,10,Bachelor's,0.79,1.07,0.94,High,0.1,0.82,0.51,0.52,0.52,0.33,0.32,0.63,0.04,0.59
+Retail Worker,80942,18,Master's,0.36,0.72,0.75,High,0.08,0.09,0.17,0.02,0.27,0.31,1.0,0.99,0.19,0.21
+Customer Support,133274,27,PhD,0.15,1.0,0.8,High,0.32,0.82,0.83,0.99,0.22,0.89,0.54,0.59,0.9,0.94
+Retail Worker,49826,9,Master's,0.35,0.99,0.85,High,0.83,0.66,0.37,0.42,0.05,0.92,0.09,0.58,0.87,0.42
+Retail Worker,97116,26,PhD,0.8,0.56,0.8,High,0.69,0.42,0.55,0.59,0.15,0.41,0.03,0.15,0.51,0.57
+Data Scientist,136030,16,Bachelor's,0.68,1.38,0.59,Medium,0.95,0.89,0.86,0.39,0.39,0.74,0.08,0.32,0.93,0.45
+Construction Worker,33388,3,PhD,0.48,0.79,0.89,High,0.85,0.78,0.15,0.34,0.21,0.04,0.74,0.43,0.28,0.31
+Software Engineer,58797,18,Master's,0.83,0.64,0.44,Medium,0.01,0.44,0.35,0.72,0.72,0.04,0.12,0.9,0.79,0.39
+AI Engineer,129508,7,High School,0.26,1.16,0.29,Low,0.62,0.03,0.65,0.94,0.36,0.93,0.67,0.19,0.15,0.18
+Chef,54996,12,Bachelor's,0.59,0.96,0.41,Medium,0.91,0.21,0.28,0.05,0.28,0.92,0.19,0.2,0.6,0.57
+UX Researcher,136165,26,PhD,0.15,0.62,0.64,Medium,0.65,0.95,0.17,0.46,0.74,0.21,0.68,0.47,0.43,0.64
+Nurse,83986,15,High School,0.82,1.43,0.2,Low,0.3,0.78,0.17,0.09,0.52,0.65,0.83,0.96,0.87,0.99
+AI Engineer,126681,18,High School,0.32,0.96,0.21,Low,0.51,0.63,0.89,0.17,0.12,0.5,0.98,0.06,0.99,0.97
+Marketing Manager,148083,14,High School,0.89,0.51,0.48,Medium,0.4,0.9,0.47,0.42,0.64,0.38,0.54,0.96,0.2,0.46
+Teacher,145915,13,Bachelor's,0.84,0.59,0.07,Low,0.88,0.41,0.69,0.86,0.37,0.26,0.17,0.61,0.25,0.63
+Truck Driver,45002,5,PhD,0.35,0.75,0.8,High,0.16,0.32,0.78,0.22,0.95,0.49,0.11,0.94,0.46,0.56
+Marketing Manager,90587,6,High School,0.33,1.2,0.35,Medium,0.57,0.69,0.0,0.84,0.06,0.25,0.96,0.08,0.83,0.65
+Construction Worker,117927,23,Master's,0.58,0.67,0.87,High,0.95,0.08,0.33,0.47,0.23,0.74,0.69,0.12,0.57,0.37
+Graphic Designer,111301,1,Bachelor's,0.85,0.55,0.49,Medium,0.48,0.57,0.2,0.87,0.97,0.55,0.26,0.88,0.99,0.74
+Research Scientist,138560,16,Master's,0.24,0.66,0.11,Low,0.23,0.97,0.64,0.17,0.49,0.18,0.61,0.34,0.2,0.24
+AI Engineer,113092,23,High School,0.41,1.01,0.26,Low,0.66,0.46,0.95,0.21,0.29,0.91,0.85,0.13,0.93,0.01
+Doctor,41430,13,PhD,0.28,0.69,0.16,Low,0.9,0.79,0.97,0.54,0.51,0.01,0.18,0.5,0.75,0.82
+Customer Support,39349,5,High School,0.71,1.33,0.79,High,0.7,0.44,0.99,0.01,0.41,0.26,0.85,0.29,0.54,0.74
+Customer Support,61658,10,Master's,0.41,0.54,0.71,High,0.96,0.64,0.83,0.48,0.26,0.29,0.04,0.79,0.58,0.48
+UX Researcher,39106,22,PhD,0.44,1.45,0.31,Medium,0.98,0.82,0.35,0.6,0.86,0.48,0.05,0.9,0.52,0.55
+Retail Worker,97792,16,PhD,0.1,1.28,0.81,High,1.0,0.7,0.95,0.28,0.18,0.38,0.26,0.61,0.74,0.4
+Research Scientist,39788,6,PhD,0.03,0.72,0.23,Low,0.22,0.91,0.65,0.86,0.39,0.98,0.68,0.36,0.21,0.87
+Security Guard,88215,5,PhD,0.04,0.78,0.74,High,0.32,0.61,0.5,0.71,0.33,0.12,0.16,0.8,0.1,0.8
+Software Engineer,87487,3,PhD,0.68,1.12,0.34,Medium,0.67,0.45,0.71,0.84,0.04,0.65,0.1,0.38,0.01,0.33
+Mechanic,85016,6,High School,0.82,1.49,0.45,Medium,0.51,0.44,0.89,0.01,0.65,0.65,0.38,0.22,0.24,0.8
+Chef,38701,3,High School,0.9,1.09,0.6,Medium,0.43,0.43,0.07,0.73,0.1,0.76,0.19,0.25,0.92,0.47
+Nurse,145571,4,High School,0.23,0.57,0.23,Low,0.29,0.39,0.92,0.57,0.1,0.8,0.26,0.55,0.51,0.24
+Software Engineer,106733,4,High School,0.21,0.6,0.41,Medium,1.0,0.4,0.86,0.55,0.67,0.16,0.27,0.51,0.88,0.04
+AI Engineer,128725,7,Master's,0.05,0.96,0.21,Low,0.74,0.14,0.17,0.47,1.0,0.36,0.43,0.43,0.08,0.77
+Software Engineer,112669,29,High School,0.64,0.63,0.31,Medium,0.43,0.16,0.55,0.45,0.12,0.67,0.02,0.13,0.7,0.53
+Mechanic,79755,11,High School,0.18,1.14,0.38,Medium,0.98,0.87,0.13,0.86,0.35,0.49,0.14,0.12,0.87,0.63
+HR Specialist,80636,3,PhD,0.04,1.42,0.45,Medium,0.42,0.29,0.89,0.34,0.17,0.5,0.78,0.37,0.65,0.3
+Financial Analyst,52437,22,Master's,0.67,1.18,0.56,Medium,0.16,0.89,0.59,0.38,0.17,0.78,0.51,0.15,0.92,0.11
+Truck Driver,119128,25,Master's,0.61,1.5,0.74,High,0.61,0.48,0.26,0.94,0.79,0.78,0.9,0.73,0.51,0.39
+UX Researcher,36210,4,High School,0.6,1.04,0.54,Medium,0.66,0.97,0.75,0.18,0.47,0.68,0.18,0.93,0.08,0.61
+Customer Support,88880,10,PhD,0.73,1.18,0.95,High,0.79,0.97,0.7,0.67,0.76,0.19,0.81,0.97,0.61,0.01
+Mechanic,72428,9,Bachelor's,0.23,0.99,0.47,Medium,0.98,0.95,0.39,0.79,0.64,0.24,0.93,0.26,0.87,0.64
+Nurse,42199,0,Bachelor's,0.84,0.99,0.26,Low,0.55,0.98,0.66,0.37,0.76,0.51,0.81,0.83,0.62,0.87
+Software Engineer,95109,4,High School,0.06,1.16,0.61,Medium,0.07,0.77,0.64,0.12,0.54,0.11,0.32,0.8,0.1,0.46
+Marketing Manager,30448,4,PhD,0.94,1.24,0.36,Medium,0.97,0.48,0.37,0.13,0.93,0.59,0.99,0.17,0.55,0.11
+Truck Driver,91638,28,PhD,0.89,0.61,0.77,High,0.68,0.08,0.45,0.33,0.84,0.05,0.86,0.7,0.3,0.2
+Customer Support,79584,15,Bachelor's,0.55,0.84,0.71,High,0.17,0.6,0.51,0.76,0.83,0.4,0.1,0.79,0.55,0.98
+Construction Worker,134065,29,PhD,0.33,0.93,0.76,High,0.51,0.71,0.61,0.34,0.82,0.11,0.14,0.4,0.7,0.69
+Chef,61474,23,High School,0.7,0.56,0.42,Medium,0.69,0.18,0.21,0.09,0.36,0.82,0.84,0.86,0.04,0.99
+Construction Worker,101864,14,High School,0.87,1.41,0.83,High,0.05,0.6,0.33,0.21,0.18,0.56,0.1,0.82,0.23,0.55
+Truck Driver,40496,28,PhD,0.86,1.19,0.75,High,0.72,0.08,0.77,0.49,0.12,0.55,0.2,0.67,0.71,0.76
+Research Scientist,45285,9,High School,0.65,0.99,0.26,Low,0.9,0.78,0.94,0.98,0.25,0.18,0.45,1.0,0.09,0.71
+Retail Worker,53929,23,PhD,0.97,1.47,0.93,High,0.36,0.37,0.85,0.73,0.7,0.28,0.83,0.58,0.45,0.87
+Mechanic,90993,17,Master's,0.65,0.97,0.54,Medium,0.04,0.46,0.56,0.49,0.85,0.31,0.88,0.4,0.69,0.09
+Retail Worker,115059,3,Master's,0.76,0.51,0.94,High,0.19,0.9,0.52,0.56,0.08,0.37,0.16,0.53,0.55,0.71
+Truck Driver,84853,25,Bachelor's,0.47,0.73,0.78,High,0.85,0.15,0.63,0.01,0.25,0.59,0.46,0.49,0.66,0.23
+UX Researcher,84566,25,Bachelor's,0.68,1.04,0.31,Medium,0.67,0.62,0.08,0.75,0.52,0.2,0.56,0.6,0.92,0.74
+UX Researcher,89930,19,Bachelor's,0.12,1.35,0.64,Medium,0.18,0.06,0.71,0.72,0.18,0.67,0.28,0.26,0.32,0.52
+Research Scientist,75357,9,PhD,0.33,0.95,0.3,Low,0.92,0.98,0.43,0.8,0.87,0.04,0.27,0.88,0.39,0.28
+Construction Worker,102730,21,PhD,0.38,0.74,0.7,Medium,0.17,0.88,0.08,0.41,0.46,0.78,0.25,0.31,0.01,0.9
+Customer Support,73200,1,Master's,0.64,1.2,0.93,High,0.81,0.61,0.66,0.15,0.47,0.3,0.43,0.66,0.15,0.02
+UX Researcher,84887,26,Bachelor's,0.32,0.92,0.67,Medium,0.71,0.33,0.18,0.62,0.66,0.48,0.21,0.03,0.27,0.46
+Nurse,34008,18,High School,0.85,0.91,0.25,Low,0.99,0.72,0.73,0.91,0.34,0.01,0.99,0.49,0.79,0.81
+Graphic Designer,138321,8,PhD,0.54,1.04,0.39,Medium,0.12,0.54,0.12,0.35,0.19,0.71,0.87,0.58,0.41,1.0
+Graphic Designer,105328,5,High School,0.86,0.9,0.55,Medium,0.46,0.37,0.25,0.44,0.81,0.84,0.96,0.29,0.65,0.69
+Teacher,105755,27,High School,0.37,0.84,0.3,Low,0.96,0.82,0.47,0.26,0.92,0.27,0.52,0.25,0.97,0.04
+HR Specialist,42430,28,Master's,0.77,0.65,0.69,Medium,0.32,0.92,0.66,0.63,0.92,0.51,0.4,0.22,0.14,0.79
+Mechanic,67088,22,Master's,0.39,0.91,0.57,Medium,0.28,0.84,0.21,0.79,0.85,0.19,0.81,0.71,0.87,0.51
+Mechanic,31312,9,Master's,0.91,1.29,0.31,Medium,0.94,0.95,0.36,0.01,0.55,0.91,0.12,0.59,0.73,0.13
+Customer Support,33914,10,Bachelor's,0.87,1.48,0.82,High,0.29,0.77,0.18,0.24,0.26,0.95,0.73,0.13,0.09,0.84
+Data Scientist,74181,21,Master's,0.76,0.52,0.45,Medium,0.01,0.04,0.48,0.36,0.56,0.07,0.59,0.07,0.42,0.35
+Data Scientist,72734,1,PhD,0.31,0.5,0.43,Medium,0.08,0.92,0.07,0.95,0.49,0.51,0.79,0.7,0.24,0.03
+UX Researcher,59319,26,Master's,0.13,1.1,0.68,Medium,0.55,0.29,0.18,0.03,0.62,0.56,0.46,0.19,0.24,0.96
+Doctor,108806,16,High School,0.36,0.54,0.1,Low,0.93,0.15,0.6,0.35,0.63,0.85,0.29,0.08,0.2,0.44
+Graphic Designer,110296,28,Bachelor's,0.94,0.52,0.6,Medium,0.07,0.08,0.65,0.91,0.29,0.27,0.62,0.78,0.87,0.25
+Construction Worker,140979,22,PhD,0.31,1.04,0.75,High,0.15,0.94,0.55,0.0,0.79,0.69,0.33,0.46,0.45,0.27
+Research Scientist,147083,9,PhD,0.54,1.4,0.2,Low,0.69,0.03,0.51,0.72,0.12,0.68,0.08,0.81,0.98,0.63
+Software Engineer,120236,7,Master's,0.89,0.83,0.55,Medium,0.33,0.79,0.47,0.34,0.42,0.09,0.87,0.96,0.48,0.22
+Data Scientist,89550,7,Bachelor's,0.45,0.75,0.32,Medium,0.89,0.8,0.83,0.44,0.75,0.58,0.37,0.84,1.0,0.9
+Retail Worker,63867,27,Bachelor's,0.75,1.15,0.91,High,0.49,0.18,0.77,0.92,0.34,0.78,0.27,0.94,0.68,0.57
+Doctor,132922,3,Bachelor's,0.81,1.39,0.28,Low,0.05,0.12,0.83,0.95,0.31,0.01,0.32,0.38,0.76,0.05
+Financial Analyst,134242,0,High School,0.89,0.65,0.6,Medium,0.36,0.66,0.07,0.29,0.42,0.86,0.56,0.05,0.8,0.05
+UX Researcher,72408,29,Bachelor's,0.21,0.99,0.33,Medium,0.56,0.5,0.41,0.04,0.88,0.8,0.63,0.57,0.69,0.14
+Teacher,146199,26,Master's,0.28,1.16,0.2,Low,0.64,0.88,0.3,0.75,0.6,0.08,0.41,0.84,0.32,0.48
+Chef,122864,23,PhD,0.62,1.38,0.37,Medium,0.5,0.42,0.3,0.92,0.01,0.12,0.73,0.26,0.72,0.83
+Teacher,63791,21,Bachelor's,0.19,0.65,0.1,Low,0.27,0.87,0.77,0.0,0.87,0.08,0.66,0.15,0.06,0.76
+Customer Support,70840,17,Master's,0.6,0.93,0.72,High,0.74,0.82,0.04,0.38,0.56,0.61,0.58,0.69,0.97,0.39
+Doctor,87796,27,High School,0.7,1.09,0.15,Low,0.62,0.65,0.58,0.21,0.51,0.88,0.87,0.75,0.7,0.15
+AI Engineer,126747,12,Bachelor's,0.11,1.32,0.12,Low,0.77,0.81,0.89,0.75,0.56,0.6,0.32,0.18,0.13,0.18
+Truck Driver,126409,17,Master's,0.16,1.22,0.75,High,0.98,0.37,0.41,0.4,0.82,0.22,0.83,0.66,0.22,0.07
+HR Specialist,60740,16,PhD,0.53,1.43,0.32,Medium,0.51,0.2,0.78,0.68,0.1,0.62,0.98,0.53,0.29,0.15
+Research Scientist,108275,22,High School,0.56,0.87,0.1,Low,0.95,0.63,0.06,0.06,0.94,0.71,0.1,0.62,0.42,0.79
+Retail Worker,32570,7,Bachelor's,0.38,0.67,0.76,High,0.19,0.02,0.05,0.84,0.8,0.14,0.67,0.75,0.05,0.09
+Retail Worker,80258,12,Bachelor's,0.2,0.91,0.88,High,0.71,0.97,0.19,0.02,0.32,0.15,0.55,0.9,0.69,0.14
+Data Scientist,34970,6,Bachelor's,0.91,0.99,0.67,Medium,0.74,0.99,0.87,0.41,0.76,0.47,0.23,0.24,0.4,0.11
+Security Guard,35973,3,High School,0.5,1.45,0.84,High,0.41,0.24,0.2,0.66,0.85,0.4,0.55,0.71,0.06,0.35
+HR Specialist,101126,5,High School,0.68,0.55,0.4,Medium,0.68,0.27,0.81,0.03,0.19,0.28,0.93,0.8,0.88,0.44
+Data Scientist,123686,7,Bachelor's,0.85,0.9,0.7,Medium,0.85,0.97,0.87,0.78,0.94,0.42,0.78,0.21,0.73,0.79
+Financial Analyst,39421,10,Master's,0.85,0.91,0.52,Medium,0.01,0.15,0.64,0.56,0.2,0.24,0.34,0.72,0.61,0.07
+Truck Driver,119894,13,Bachelor's,0.26,1.17,0.73,High,1.0,0.08,0.74,0.54,0.09,0.03,0.36,0.8,0.04,0.7
+AI Engineer,78448,25,High School,0.27,0.58,0.28,Low,0.3,0.11,0.68,0.22,0.48,0.05,0.99,0.45,1.0,0.39
+Mechanic,86686,18,High School,0.91,0.83,0.47,Medium,0.08,0.96,0.09,0.77,0.54,0.06,0.0,0.94,0.74,0.69
+Doctor,111319,6,Bachelor's,0.24,1.18,0.2,Low,0.73,0.37,0.99,0.07,0.08,0.92,0.65,0.33,0.76,0.45
+UX Researcher,44363,29,PhD,0.65,0.74,0.35,Medium,0.23,0.48,0.05,0.88,0.56,0.29,0.69,0.8,0.61,0.2
+Data Scientist,61325,23,Master's,0.64,0.94,0.39,Medium,0.28,0.62,0.73,0.21,0.96,0.01,0.7,0.29,0.48,0.57
+Graphic Designer,110296,7,PhD,0.95,1.23,0.46,Medium,0.21,0.18,0.14,0.22,0.55,0.68,0.31,0.55,0.34,0.7
+Graphic Designer,123909,25,PhD,0.69,0.56,0.49,Medium,0.77,0.54,0.95,0.05,0.29,0.22,0.77,0.52,0.14,0.29