generated from mwc/project_argument
I did not know what Jupyter was before taking this semester.
I am really happy that I have earned aboutt this tool. I did not even know how different cvs file is from excel power. When I have a full year of data, I can ask more questions and use this tool to answer the qeustion! Getting mean without using excel function feature was really cool. Also, it was so much easier for me to change the name for x-asix and y-axis than using excel. I am not sure if I would be able to use python after this course, but I can abosltely picture myself using jupyter for my own study in the future!
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Seoyeon Lee
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# Project proposal
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This planning document will also form the introduction of your
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argument.
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## Overarching Question
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### What central question are you interested in exploring? Why are you interested in exploring this question?
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How do resident teachers self-assess their performance as student teachers during the first semester in comparison to their mentor teachers and clinical coaches?
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In previous years, we compared mentor teachers' and clinical coaches' survey results on resident teachers' performance. This year, we are asking residents to self-assess their own performance, and it will be interesting to see how similar or different their assessments are.
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*This should be the big picture question that you ask; use at least 5
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sentences to describe why you are interested in it.*
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### What specific research questions will you investigate?
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Among the three categories, pedagogical approach, professional development, and assessment, which one do residents struggle with the most as new student teachers?
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Among the three categories, pedagogical approach, professional development, and assessment, which one do residents feel most confident in as new student teachers?
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Which specific areas or items are identified as the most challenging or best-performing by all participants, including resident teachers, mentor teachers, and clinical coaches?
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*List 2-4 specific research questions. Each should be answerable
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using your data set.*
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## Data source
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### What data set will you use to answer your overarching question?
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STAT cohort 6 I don't have a link, the data is collected through qualtrics and I downloaded and saved the survey results in excel format.
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*Give the title of your data set and provide a link to your data.*
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### Where is this data from?
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This data pertains to a teacher residency program; however, it is still being collected and is not the final version. I am using this preliminary data to complete this assignment as a way to learn how to use the tools properly. This exercise is part of my learning process.
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*Describe the source of the data set--not just where you downloaded it, but
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the person or organization who gathered the data. Explain why you trust them.*
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### What is this data about?
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40 colums and 70 rows
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It is a mixed of quantitative data with ratings and qualitative data with comments
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*Describe the nature of the data in the dataset, including the number of rows
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and some of the columns which will be important to you.*
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## Methods
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### How will you use your data set to answer your quantitative questions?
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Chart would be easier.
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*For each research question, explain what you will do with the data set
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to answer the question, and how you will present your answer (e.g. a chart or a table).*
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318
argument.ipynb
318
argument.ipynb
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Q10,Q14,Q43,Q1_1,Q1_2,Q1_3,Q1_4,Q1_5,Q1_6,Q1_7,Q1_8,Q1_9,Q47_1,Q47_2,Q47_3,Q47_4,Q47_5,Q47_6,Q47_7,Q47_8,Q47_9,Q21_1,Q21_2,Q21_3,Q21_4,Q21_5,Q21_6,Q21_7,Q21_8,Q21_9,Q21_10,Q41_1,Q41_2,Q41_3,Q23_1,,Q23_3,Q23_4,Q26_1
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Certification Area of teacher candidate:,Grade(s) Taught:,"Are you a Mentor Teacher, Clinical Experience Coach, or Resident?","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 1","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 2","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 3","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 4","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 5","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 6","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 7","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 8","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 9","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 1","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 2","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 3","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 4","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 5","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 6","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 7","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 8","Pedagogical Content Knowledge
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Please choose a rating for each criterion below by clicking on its text. - 9",Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 1,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 2,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 3,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 4,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 5,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 6,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 7,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 8,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 9,Professional QualitiesPlease choose a rating for each criterion below by clicking on its text. - 10,"Additional Mentor Teacher Items
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Please choose a rating for each criterion below by clicking on its text. - 1","Additional Mentor Teacher Items
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Please choose a rating for each criterion below by clicking on its text. - 2","Additional Mentor Teacher Items
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Please choose a rating for each criterion below by clicking on its text. - 3",AssessmentPlease choose a rating for each criterion below by clicking on its text. - 1,Q23_2,AssessmentPlease choose a rating for each criterion below by clicking on its text. - 3,AssessmentPlease choose a rating for each criterion below by clicking on its text. - 4,Overall Assessment - Choose One
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,First ,1,3,2,3,3,3,2,3,2,3,,,,,,,,,,3,3,3,3,3,3,3,2,3,3,4,4,4,2,2,3,2,3
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Elementary Education,Second Grade,1,3,2,3,2,3,2,3,3,2,,,,,,,,,,3,3,4,4,4,3,3,4,2,3,3,3,2,1,2,2,2,3
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Birth - 6th,2nd - 4th,1,3,2,3,3,3,2,3,2,2,,,,,,,,,,2,2,3,2,2,1,2,2,3,3,3,3,3,2,3,3,2,2
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Spanish 7-12,9-12,1,2,3,1,1,2,2,1,3,2,,,,,,,,,,3,3,3,3,3,2,2,4,3,3,4,3,4,2,3,3,2,2
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ENL,K-3,1,3,3,3,3,3,4,3,3,2,,,,,,,,,,4,4,4,4,3,3,3,4,3,3,4,4,3,3,3,3,3,3
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Math 7-12,9-12 Geometry,1,3,3,3,2,3,3,3,2,3,,,,,,,,,,3,2,4,3,4,1,3,3,3,3,1,3,3,2,3,3,2,3
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Physics,10-12,1,3,3,2,3,3,2,3,2,3,,,,,,,,,,3,2,3,3,4,3,2,2,3,3,4,4,2,2,3,3,3,4
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Early Childhood/Childhood Education,5,1,2,2,2,1,1,2,1,2,1,,,,,,,,,,2,1,1,2,3,2,1,1,2,2,3,3,2,1,2,2,2,1
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UB Resident,Second Grade,1,3,2,3,3,4,4,4,3,3,,,,,,,,,,4,3,4,4,4,3,4,2,4,4,4,4,4,3,3,4,4,3
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ESOL,3rd,1,3,3,4,4,4,4,3,3,4,,,,,,,,,,4,4,4,4,3,4,4,2,4,3,4,4,4,3,3,3,4,3
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Early Childhood & Childhood,1st Grade,1,3,2,3,3,3,4,3,3,3,,,,,,,,,,3,1,3,3,3,3,2,3,3,3,2,3,4,2,3,2,2,2
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Elementary Education ,3,1,2,2,2,3,2,2,3,2,2,,,,,,,,,,2,3,3,3,3,2,3,3,2,2,3,2,3,1,3,2,2,2
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Math 7-12 with Middle School Extension (5-6th Grade),9th and 12th ,1,3,3,4,4,2,3,2,4,4,,,,,,,,,,4,3,4,2,4,3,3,2,4,3,4,4,4,3,4,3,3,3
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Early Childhood and Childhood Elementary Education,Pre-Kindergarten,1,2,2,1,2,2,2,2,2,3,,,,,,,,,,3,3,3,3,3,4,3,3,1,3,3,3,2,4,2,2,2,2
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Math,"11, 12",1,2,2,3,3,3,3,3,3,3,,,,,,,,,,4,3,4,4,4,3,2,3,3,3,3,3,3,3,3,3,2,3
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Elementary Ed,3rd,1,2,2,2,2,3,2,3,3,2,,,,,,,,,,4,3,4,3,4,2,3,2,3,3,3,2,3,2,2,3,1,2
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Earth Science Education,7 & 8 Science,1,2,2,2,2,3,3,3,3,3,,,,,,,,,,3,2,3,3,3,3,3,3,2,3,3,3,4,3,4,3,2,2
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Social Studies 7-12,7th and 8th,1,4,3,3,3,4,4,3,4,3,,,,,,,,,,4,4,4,4,4,4,3,3,4,3,3,4,3,3,3,3,3,3
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TESOL,First,1,3,3,2,3,3,3,3,3,3,,,,,,,,,,3,2,3,4,4,3,3,3,3,3,4,4,2,2,3,3,3,2
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Biology 7-12,8,1,3,4,4,3,2,4,4,3,4,,,,,,,,,,4,4,4,4,4,3,4,4,4,4,4,4,4,4,2,4,3,4
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ESOL K-12,"K,1,2,6,7",1,3,2,3,3,3,3,3,3,3,,,,,,,,,,3,3,4,4,4,4,4,4,3,1,4,4,3,1,2,3,1,3
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ENL,11-12,1,3,2,2,2,3,3,3,4,2,,,,,,,,,,3,2,3,3,3,3,2,2,3,3,4,4,1,2,3,3,2,2
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Earth and Space Science,10,4,4,1,3,3,3,3,4,4,2,4,3,3,3,3,3,4,3,2,4,4,3,3,4,3,3,3,2,3,4,3,4,2,3,3,2,3
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Social Studies,7th and 8th,4,3,3,3,3,3,3,3,3,4,3,3,4,4,3,1,4,3,3,3,4,4,3,4,3,2,3,1,3,4,3,3,3,4,3,2,3
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Early Childhood Education,,4,3,3,4,3,3,3,4,3,3,3,3,4,3,3,3,4,3,3,4,3,4,4,4,4,3,4,4,3,4,4,3,3,3,3,4,3
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Early Childhood/ Childhood Education,5 th Grade,4,4,3,4,4,2,4,4,4,3,3,4,3,3,4,3,4,3,3,4,3,4,3,4,4,3,3,3,3,3,3,4,2,3,3,3,3
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Mathematics,Algebra 1,4,2,2,3,2,3,3,3,2,3,2,4,3,2,3,3,3,2,3,3,2,2,3,3,3,3,3,3,3,3,3,3,3,2,3,2,2
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Math 5-12,10th and 12th,4,3,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,3,3,3,3,3,3,3,3,3,3,3,2
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Spanish,9th-12th,4,3,2,3,2,3,3,3,2,3,3,4,2,2,3,3,3,2,3,3,1,4,3,3,2,2,2,3,3,1,3,3,3,3,3,2,2
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Early childhood/Childhood,5th Grade Bilingual,4,3,2,3,3,3,3,2,3,3,3,1,2,3,3,3,3,2,3,4,2,4,4,4,4,3,3,2,3,3,4,3,3,4,3,3,3
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ESOL K-12,"K, 1, 2, 6, 7",4,3,2,3,3,3,3,3,1,3,3,4,3,3,3,3,3,3,3,3,3,2,3,3,3,3,3,3,3,2,3,3,3,3,1,2,3
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Mathematics,11th and 12th,4,3,2,3,3,3,3,1,3,3,3,4,3,3,4,3,4,1,3,3,3,1,4,4,4,3,3,4,3,3,1,3,3,4,4,4,4
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Early Childhood/Childhood Education ,Kindergarten ,4,2,1,2,1,2,2,1,2,2,2,4,1,2,2,2,2,2,2,2,2,3,2,3,2,2,2,2,3,3,3,1,1,1,2,2,2
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Early childhood/ childhood Ed,Kindergarten,4,4,1,3,4,4,3,3,3,4,4,4,3,3,3,3,3,4,1,3,4,4,4,4,4,4,4,4,4,4,4,3,2,4,3,3,3
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Early Childhood/ Childhood,3rd,1,1,2,2,3,3,3,3,3,3,1,2,2,3,3,3,3,3,4,4,4,4,4,4,4,3,4,4,4,4,4,3,3,3,3,4,3
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Physics and Chemistry,9-12,4,3,4,3,3,3,4,3,4,4,3,4,3,3,3,4,3,3,4,4,4,4,4,4,4,4,3,3,3,4,4,3,4,3,4,2,2
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Secondary mathematics education,7/8 [REACH] 9/10/11 [BAVPA],4,2,3,2,2,3,2,2,2,2,2,4,3,3,3,3,3,2,3,3,2,3,4,3,2,3,2,2,3,3,2,3,2,3,3,2,2
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Early Childhood Education,2nd,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4
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early childhood/childhood,4th,4,2,3,3,3,2,2,3,2,3,3,3,3,3,2,3,3,3,4,3,2,3,2,3,3,3,3,3,3,3,3,3,2,2,3,2,2
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ESOL,1st grade,4,2,1,2,2,4,2,2,4,1,2,4,2,2,2,2,2,2,1,2,2,3,2,3,2,1,2,2,2,2,2,2,1,2,2,1,2
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ECC,K,2,,,,,,,,,,2,4,2,2,2,2,3,3,3,2,2,3,3,4,2,2,3,2,3,2,2,2,2,2,2,2,2
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ECC,2,2,,,,,,,,,,3,4,3,3,3,3,3,2,3,3,3,3,3,4,3,3,3,3,3,3,4,3,2,2,3,2,3
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ECC,1,2,,,,,,,,,,2,4,2,3,3,3,3,3,3,3,3,3,3,2,3,3,3,3,2,3,3,3,2,2,2,2,3
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ECC,2,2,,,,,,,,,,3,4,3,3,4,3,3,3,3,4,3,4,3,3,3,3,3,3,3,3,3,3,2,2,2,2,3
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ECC,4,2,,,,,,,,,,3,4,3,3,3,3,3,3,3,3,3,2,3,3,3,2,3,3,3,2,3,3,2,2,2,2,3
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SS,8,2,,,,,,,,,,3,4,3,3,2,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,2,2,2,3
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ECC,3,2,,,,,,,,,,3,4,3,2,3,2,3,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,2,2,2,2,3
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Mathematics 5-12,"11, 12",2,,,,,,,,,,2,2,3,2,3,3,3,2,2,3,3,2,3,3,2,3,4,3,2,3,2,3,3,3,3,3,3
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Mathematics 5-12,"9, 10, 11",2,,,,,,,,,,3,4,3,2,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,3,3,2,3
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Mathematics 7-12,"10, 12",2,,,,,,,,,,3,4,3,3,3,3,3,2,3,2,3,2,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3
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Biology 7-12,8,2,,,,,,,,,,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,3,3,2,3
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Physics 7-12,"10, 11, 12",2,,,,,,,,,,2,4,3,3,2,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2
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Physics and Chemistry 5-12,9-12,2,,,,,,,,,,2,4,3,2,3,2,3,2,3,3,2,3,3,3,2,3,2,3,3,3,3,3,2,2,3,2,2
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Q10,Q14,Q43,Q1_1,Q1_2,Q1_3,Q1_4,Q1_5,Q1_6,Q1_7,Q1_8,Q1_9,Q47_1,Q47_2,Q47_3,Q47_4,Q47_5,Q47_6,Q47_7,Q47_8,Q47_9,Q21_1,Q21_2,Q21_3,Q21_4,Q21_5,Q21_6,Q21_7,Q21_8,Q21_9,Q21_10,Q41_1,Q41_2,Q41_3,Q23_1,,Q23_3,Q23_4,Q26_1
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,First ,1,3,2,3,3,3,2,3,2,3,,,,,,,,,,3,3,3,3,3,3,3,2,3,3,4,4,4,2,2,3,2,3
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Elementary Education,Second Grade,1,3,2,3,2,3,2,3,3,2,,,,,,,,,,3,3,4,4,4,3,3,4,2,3,3,3,2,1,2,2,2,3
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Birth - 6th,2nd - 4th,1,3,2,3,3,3,2,3,2,2,,,,,,,,,,2,2,3,2,2,1,2,2,3,3,3,3,3,2,3,3,2,2
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Spanish 7-12,9-12,1,2,3,1,1,2,2,1,3,2,,,,,,,,,,3,3,3,3,3,2,2,4,3,3,4,3,4,2,3,3,2,2
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ENL,K-3,1,3,3,3,3,3,4,3,3,2,,,,,,,,,,4,4,4,4,3,3,3,4,3,3,4,4,3,3,3,3,3,3
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Math 7-12,9-12 Geometry,1,3,3,3,2,3,3,3,2,3,,,,,,,,,,3,2,4,3,4,1,3,3,3,3,1,3,3,2,3,3,2,3
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Physics,10-12,1,3,3,2,3,3,2,3,2,3,,,,,,,,,,3,2,3,3,4,3,2,2,3,3,4,4,2,2,3,3,3,4
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Early Childhood/Childhood Education,5,1,2,2,2,1,1,2,1,2,1,,,,,,,,,,2,1,1,2,3,2,1,1,2,2,3,3,2,1,2,2,2,1
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UB Resident,Second Grade,1,3,2,3,3,4,4,4,3,3,,,,,,,,,,4,3,4,4,4,3,4,2,4,4,4,4,4,3,3,4,4,3
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ESOL,3rd,1,3,3,4,4,4,4,3,3,4,,,,,,,,,,4,4,4,4,3,4,4,2,4,3,4,4,4,3,3,3,4,3
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Early Childhood & Childhood,1st Grade,1,3,2,3,3,3,4,3,3,3,,,,,,,,,,3,1,3,3,3,3,2,3,3,3,2,3,4,2,3,2,2,2
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Elementary Education ,3,1,2,2,2,3,2,2,3,2,2,,,,,,,,,,2,3,3,3,3,2,3,3,2,2,3,2,3,1,3,2,2,2
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Math 7-12 with Middle School Extension (5-6th Grade),9th and 12th ,1,3,3,4,4,2,3,2,4,4,,,,,,,,,,4,3,4,2,4,3,3,2,4,3,4,4,4,3,4,3,3,3
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Early Childhood and Childhood Elementary Education,Pre-Kindergarten,1,2,2,1,2,2,2,2,2,3,,,,,,,,,,3,3,3,3,3,4,3,3,1,3,3,3,2,4,2,2,2,2
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Math,"11, 12",1,2,2,3,3,3,3,3,3,3,,,,,,,,,,4,3,4,4,4,3,2,3,3,3,3,3,3,3,3,3,2,3
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Elementary Ed,3rd,1,2,2,2,2,3,2,3,3,2,,,,,,,,,,4,3,4,3,4,2,3,2,3,3,3,2,3,2,2,3,1,2
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Earth Science Education,7 & 8 Science,1,2,2,2,2,3,3,3,3,3,,,,,,,,,,3,2,3,3,3,3,3,3,2,3,3,3,4,3,4,3,2,2
|
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Social Studies 7-12,7th and 8th,1,4,3,3,3,4,4,3,4,3,,,,,,,,,,4,4,4,4,4,4,3,3,4,3,3,4,3,3,3,3,3,3
|
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TESOL,First,1,3,3,2,3,3,3,3,3,3,,,,,,,,,,3,2,3,4,4,3,3,3,3,3,4,4,2,2,3,3,3,2
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Biology 7-12,8,1,3,4,4,3,2,4,4,3,4,,,,,,,,,,4,4,4,4,4,3,4,4,4,4,4,4,4,4,2,4,3,4
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ESOL K-12,"K,1,2,6,7",1,3,2,3,3,3,3,3,3,3,,,,,,,,,,3,3,4,4,4,4,4,4,3,1,4,4,3,1,2,3,1,3
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ENL,11-12,1,3,2,2,2,3,3,3,4,2,,,,,,,,,,3,2,3,3,3,3,2,2,3,3,4,4,1,2,3,3,2,2
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Earth and Space Science,10,4,4,1,3,3,3,3,4,4,2,4,3,3,3,3,3,4,3,2,4,4,3,3,4,3,3,3,2,3,4,3,4,2,3,3,2,3
|
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Social Studies,7th and 8th,4,3,3,3,3,3,3,3,3,4,3,3,4,4,3,1,4,3,3,3,4,4,3,4,3,2,3,1,3,4,3,3,3,4,3,2,3
|
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Early Childhood Education,,4,3,3,4,3,3,3,4,3,3,3,3,4,3,3,3,4,3,3,4,3,4,4,4,4,3,4,4,3,4,4,3,3,3,3,4,3
|
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Early Childhood/ Childhood Education,5 th Grade,4,4,3,4,4,2,4,4,4,3,3,4,3,3,4,3,4,3,3,4,3,4,3,4,4,3,3,3,3,3,3,4,2,3,3,3,3
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Mathematics,Algebra 1,4,2,2,3,2,3,3,3,2,3,2,4,3,2,3,3,3,2,3,3,2,2,3,3,3,3,3,3,3,3,3,3,3,2,3,2,2
|
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Math 5-12,10th and 12th,4,3,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,3,3,3,3,3,3,3,3,3,3,3,2
|
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Spanish,9th-12th,4,3,2,3,2,3,3,3,2,3,3,4,2,2,3,3,3,2,3,3,1,4,3,3,2,2,2,3,3,1,3,3,3,3,3,2,2
|
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Early childhood/Childhood,5th Grade Bilingual,4,3,2,3,3,3,3,2,3,3,3,1,2,3,3,3,3,2,3,4,2,4,4,4,4,3,3,2,3,3,4,3,3,4,3,3,3
|
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ESOL K-12,"K, 1, 2, 6, 7",4,3,2,3,3,3,3,3,1,3,3,4,3,3,3,3,3,3,3,3,3,2,3,3,3,3,3,3,3,2,3,3,3,3,1,2,3
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Mathematics,11th and 12th,4,3,2,3,3,3,3,1,3,3,3,4,3,3,4,3,4,1,3,3,3,1,4,4,4,3,3,4,3,3,1,3,3,4,4,4,4
|
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Early Childhood/Childhood Education ,Kindergarten ,4,2,1,2,1,2,2,1,2,2,2,4,1,2,2,2,2,2,2,2,2,3,2,3,2,2,2,2,3,3,3,1,1,1,2,2,2
|
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Early childhood/ childhood Ed,Kindergarten,4,4,1,3,4,4,3,3,3,4,4,4,3,3,3,3,3,4,1,3,4,4,4,4,4,4,4,4,4,4,4,3,2,4,3,3,3
|
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Early Childhood/ Childhood,3rd,1,1,2,2,3,3,3,3,3,3,1,2,2,3,3,3,3,3,4,4,4,4,4,4,4,3,4,4,4,4,4,3,3,3,3,4,3
|
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Physics and Chemistry,9-12,4,3,4,3,3,3,4,3,4,4,3,4,3,3,3,4,3,3,4,4,4,4,4,4,4,4,3,3,3,4,4,3,4,3,4,2,2
|
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Secondary mathematics education,7/8 [REACH] 9/10/11 [BAVPA],4,2,3,2,2,3,2,2,2,2,2,4,3,3,3,3,3,2,3,3,2,3,4,3,2,3,2,2,3,3,2,3,2,3,3,2,2
|
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Early Childhood Education,2nd,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4
|
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early childhood/childhood,4th,4,2,3,3,3,2,2,3,2,3,3,3,3,3,2,3,3,3,4,3,2,3,2,3,3,3,3,3,3,3,3,3,2,2,3,2,2
|
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ESOL,1st grade,4,2,1,2,2,4,2,2,4,1,2,4,2,2,2,2,2,2,1,2,2,3,2,3,2,1,2,2,2,2,2,2,1,2,2,1,2
|
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ECC,K,2,,,,,,,,,,2,4,2,2,2,2,3,3,3,2,2,3,3,4,2,2,3,2,3,2,2,2,2,2,2,2,2
|
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ECC,2,2,,,,,,,,,,3,4,3,3,3,3,3,2,3,3,3,3,3,4,3,3,3,3,3,3,4,3,2,2,3,2,3
|
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ECC,1,2,,,,,,,,,,2,4,2,3,3,3,3,3,3,3,3,3,3,2,3,3,3,3,2,3,3,3,2,2,2,2,3
|
||||
ECC,2,2,,,,,,,,,,3,4,3,3,4,3,3,3,3,4,3,4,3,3,3,3,3,3,3,3,3,3,2,2,2,2,3
|
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ECC,4,2,,,,,,,,,,3,4,3,3,3,3,3,3,3,3,3,2,3,3,3,2,3,3,3,2,3,3,2,2,2,2,3
|
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SS,8,2,,,,,,,,,,3,4,3,3,2,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,2,2,2,3
|
||||
ECC,3,2,,,,,,,,,,3,4,3,2,3,2,3,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,2,2,2,2,3
|
||||
Mathematics 5-12,"11, 12",2,,,,,,,,,,2,2,3,2,3,3,3,2,2,3,3,2,3,3,2,3,4,3,2,3,2,3,3,3,3,3,3
|
||||
Mathematics 5-12,"9, 10, 11",2,,,,,,,,,,3,4,3,2,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,3,3,2,3
|
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Mathematics 7-12,"10, 12",2,,,,,,,,,,3,4,3,3,3,3,3,2,3,2,3,2,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3
|
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Biology 7-12,8,2,,,,,,,,,,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2,3,3,2,3
|
||||
Physics 7-12,"10, 11, 12",2,,,,,,,,,,2,4,3,3,2,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,2
|
||||
Physics and Chemistry 5-12,9-12,2,,,,,,,,,,2,4,3,2,3,2,3,2,3,3,2,3,3,3,2,3,2,3,3,3,3,3,2,2,3,2,2
|
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|
|
|
@ -0,0 +1,54 @@
|
|||
Q10 Q14 Q43 Q1_1 Q1_2 Q1_3 Q1_4 Q1_5 Q1_6 Q1_7 Q1_8 Q1_9 Q47_1 Q47_2 Q47_3 Q47_4 Q47_5 Q47_6 Q47_7 Q47_8 Q47_9 Q21_1 Q21_2 Q21_3 Q21_4 Q21_5 Q21_6 Q21_7 Q21_8 Q21_9 Q21_10 Q41_1 Q41_2 Q41_3 Q23_1 Q23_3 Q23_4 Q26_1
|
||||
First 1 3 2 3 3 3 2 3 2 3 3 3 3 3 3 3 3 2 3 3 4 4 4 2 2 3 2 3
|
||||
Elementary Education Second Grade 1 3 2 3 2 3 2 3 3 2 3 3 4 4 4 3 3 4 2 3 3 3 2 1 2 2 2 3
|
||||
Birth - 6th 2nd - 4th 1 3 2 3 3 3 2 3 2 2 2 2 3 2 2 1 2 2 3 3 3 3 3 2 3 3 2 2
|
||||
Spanish 7-12 12-Sep 1 2 3 1 1 2 2 1 3 2 3 3 3 3 3 2 2 4 3 3 4 3 4 2 3 3 2 2
|
||||
ENL K-3 1 3 3 3 3 3 4 3 3 2 4 4 4 4 3 3 3 4 3 3 4 4 3 3 3 3 3 3
|
||||
Math 7-12 9-12 Geometry 1 3 3 3 2 3 3 3 2 3 3 2 4 3 4 1 3 3 3 3 1 3 3 2 3 3 2 3
|
||||
Physics 12-Oct 1 3 3 2 3 3 2 3 2 3 3 2 3 3 4 3 2 2 3 3 4 4 2 2 3 3 3 4
|
||||
Early Childhood/Childhood Education 5 1 2 2 2 1 1 2 1 2 1 2 1 1 2 3 2 1 1 2 2 3 3 2 1 2 2 2 1
|
||||
UB Resident Second Grade 1 3 2 3 3 4 4 4 3 3 4 3 4 4 4 3 4 2 4 4 4 4 4 3 3 4 4 3
|
||||
ESOL 3rd 1 3 3 4 4 4 4 3 3 4 4 4 4 4 3 4 4 2 4 3 4 4 4 3 3 3 4 3
|
||||
Early Childhood & Childhood 1st Grade 1 3 2 3 3 3 4 3 3 3 3 1 3 3 3 3 2 3 3 3 2 3 4 2 3 2 2 2
|
||||
Elementary Education 3 1 2 2 2 3 2 2 3 2 2 2 3 3 3 3 2 3 3 2 2 3 2 3 1 3 2 2 2
|
||||
Math 7-12 with Middle School Extension (5-6th Grade) 9th and 12th 1 3 3 4 4 2 3 2 4 4 4 3 4 2 4 3 3 2 4 3 4 4 4 3 4 3 3 3
|
||||
Early Childhood and Childhood Elementary Education Pre-Kindergarten 1 2 2 1 2 2 2 2 2 3 3 3 3 3 3 4 3 3 1 3 3 3 2 4 2 2 2 2
|
||||
Math "11, 12" 1 2 2 3 3 3 3 3 3 3 4 3 4 4 4 3 2 3 3 3 3 3 3 3 3 3 2 3
|
||||
Elementary Ed 3rd 1 2 2 2 2 3 2 3 3 2 4 3 4 3 4 2 3 2 3 3 3 2 3 2 2 3 1 2
|
||||
Earth Science Education 7 & 8 Science 1 2 2 2 2 3 3 3 3 3 3 2 3 3 3 3 3 3 2 3 3 3 4 3 4 3 2 2
|
||||
Social Studies 7-12 7th and 8th 1 4 3 3 3 4 4 3 4 3 4 4 4 4 4 4 3 3 4 3 3 4 3 3 3 3 3 3
|
||||
TESOL First 1 3 3 2 3 3 3 3 3 3 3 2 3 4 4 3 3 3 3 3 4 4 2 2 3 3 3 2
|
||||
Biology 7-12 8 1 3 4 4 3 2 4 4 3 4 4 4 4 4 4 3 4 4 4 4 4 4 4 4 2 4 3 4
|
||||
ESOL K-12 "K,1,2,6,7" 1 3 2 3 3 3 3 3 3 3 3 3 4 4 4 4 4 4 3 1 4 4 3 1 2 3 1 3
|
||||
ENL 12-Nov 1 3 2 2 2 3 3 3 4 2 3 2 3 3 3 3 2 2 3 3 4 4 1 2 3 3 2 2
|
||||
Earth and Space Science 10 4 4 1 3 3 3 3 4 4 2 4 3 3 3 3 3 4 3 2 4 4 3 3 4 3 3 3 2 3 4 3 4 2 3 3 2 3
|
||||
Social Studies 7th and 8th 4 3 3 3 3 3 3 3 3 4 3 3 4 4 3 1 4 3 3 3 4 4 3 4 3 2 3 1 3 4 3 3 3 4 3 2 3
|
||||
Early Childhood Education 4 3 3 4 3 3 3 4 3 3 3 3 4 3 3 3 4 3 3 4 3 4 4 4 4 3 4 4 3 4 4 3 3 3 3 4 3
|
||||
Early Childhood/ Childhood Education 5 th Grade 4 4 3 4 4 2 4 4 4 3 3 4 3 3 4 3 4 3 3 4 3 4 3 4 4 3 3 3 3 3 3 4 2 3 3 3 3
|
||||
Mathematics Algebra 1 4 2 2 3 2 3 3 3 2 3 2 4 3 2 3 3 3 2 3 3 2 2 3 3 3 3 3 3 3 3 3 3 3 2 3 2 2
|
||||
Math 5-12 10th and 12th 4 3 3 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 3 3 3 3 3 3 3 3 3 3 2
|
||||
Spanish 9th-12th 4 3 2 3 2 3 3 3 2 3 3 4 2 2 3 3 3 2 3 3 1 4 3 3 2 2 2 3 3 1 3 3 3 3 3 2 2
|
||||
Early childhood/Childhood 5th Grade Bilingual 4 3 2 3 3 3 3 2 3 3 3 1 2 3 3 3 3 2 3 4 2 4 4 4 4 3 3 2 3 3 4 3 3 4 3 3 3
|
||||
ESOL K-12 "K, 1, 2, 6, 7" 4 3 2 3 3 3 3 3 1 3 3 4 3 3 3 3 3 3 3 3 3 2 3 3 3 3 3 3 3 2 3 3 3 3 1 2 3
|
||||
Mathematics 11th and 12th 4 3 2 3 3 3 3 1 3 3 3 4 3 3 4 3 4 1 3 3 3 1 4 4 4 3 3 4 3 3 1 3 3 4 4 4 4
|
||||
Early Childhood/Childhood Education Kindergarten 4 2 1 2 1 2 2 1 2 2 2 4 1 2 2 2 2 2 2 2 2 3 2 3 2 2 2 2 3 3 3 1 1 1 2 2 2
|
||||
Early childhood/ childhood Ed Kindergarten 4 4 1 3 4 4 3 3 3 4 4 4 3 3 3 3 3 4 1 3 4 4 4 4 4 4 4 4 4 4 4 3 2 4 3 3 3
|
||||
Early Childhood/ Childhood 3rd 1 1 2 2 3 3 3 3 3 3 1 2 2 3 3 3 3 3 4 4 4 4 4 4 4 3 4 4 4 4 4 3 3 3 3 4 3
|
||||
Physics and Chemistry 12-Sep 4 3 4 3 3 3 4 3 4 4 3 4 3 3 3 4 3 3 4 4 4 4 4 4 4 4 3 3 3 4 4 3 4 3 4 2 2
|
||||
Secondary mathematics education 7/8 [REACH] 9/10/11 [BAVPA] 4 2 3 2 2 3 2 2 2 2 2 4 3 3 3 3 3 2 3 3 2 3 4 3 2 3 2 2 3 3 2 3 2 3 3 2 2
|
||||
Early Childhood Education 2nd 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
|
||||
early childhood/childhood 4th 4 2 3 3 3 2 2 3 2 3 3 3 3 3 2 3 3 3 4 3 2 3 2 3 3 3 3 3 3 3 3 3 2 2 3 2 2
|
||||
ESOL 1st grade 4 2 1 2 2 4 2 2 4 1 2 4 2 2 2 2 2 2 1 2 2 3 2 3 2 1 2 2 2 2 2 2 1 2 2 1 2
|
||||
ECC K 2 2 4 2 2 2 2 3 3 3 2 2 3 3 4 2 2 3 2 3 2 2 2 2 2 2 2 2
|
||||
ECC 2 2 3 4 3 3 3 3 3 2 3 3 3 3 3 4 3 3 3 3 3 3 4 3 2 2 3 2 3
|
||||
ECC 1 2 2 4 2 3 3 3 3 3 3 3 3 3 3 2 3 3 3 3 2 3 3 3 2 2 2 2 3
|
||||
ECC 2 2 3 4 3 3 4 3 3 3 3 4 3 4 3 3 3 3 3 3 3 3 3 3 2 2 2 2 3
|
||||
ECC 4 2 3 4 3 3 3 3 3 3 3 3 3 2 3 3 3 2 3 3 3 2 3 3 2 2 2 2 3
|
||||
SS 8 2 3 4 3 3 2 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 3
|
||||
ECC 3 2 3 4 3 2 3 2 3 3 3 2 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 3
|
||||
Mathematics 5-12 "11, 12" 2 2 2 3 2 3 3 3 2 2 3 3 2 3 3 2 3 4 3 2 3 2 3 3 3 3 3 3
|
||||
Mathematics 5-12 "9, 10, 11" 2 3 4 3 2 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 3 3 2 3
|
||||
Mathematics 7-12 "10, 12" 2 3 4 3 3 3 3 3 2 3 2 3 2 3 3 2 3 3 3 3 3 3 3 3 3 3 3 3
|
||||
Biology 7-12 8 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 3 3 2 3
|
||||
Physics 7-12 "10, 11, 12" 2 2 4 3 3 2 3 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2
|
||||
Physics and Chemistry 5-12 12-Sep 2 2 4 3 2 3 2 3 2 3 3 2 3 3 3 2 3 2 3 3 3 3 3 2 2 3 2 2
|
||||
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Reference in New Issue