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I did not know what Jupyter was before taking this semester.

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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
2024-12-16 01:40:36 -05:00
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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
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. - 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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,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 7-12,9-12,1,2,3,1,1,2,2,1,3,2,,,,,,,,,,3,3,3,3,3,2,2,4,3,3,4,3,4,2,3,3,2,2
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,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
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,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
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,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
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 5-12,9-12,2,,,,,,,,,,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
1 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
2 Certification Area of teacher candidate: Grade(s) Taught: Are you a Mentor Teacher, Clinical Experience Coach, or Resident? Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 1 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 2 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 3 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 4 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 5 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 6 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 7 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 8 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 9 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 1 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 2 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 3 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 4 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 5 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 6 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 7 Pedagogical Content Knowledge Please choose a rating for each criterion below by clicking on its text. - 8 Pedagogical Content Knowledge 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 Please choose a rating for each criterion below by clicking on its text. - 1 Additional Mentor Teacher Items Please choose a rating for each criterion below by clicking on its text. - 2 Additional Mentor Teacher Items 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
3 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
4 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
5 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
6 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
7 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
8 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
9 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
10 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
11 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
12 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
13 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
14 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
15 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
16 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
17 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
18 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
19 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
20 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
21 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
22 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
23 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
24 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
25 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
26 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
27 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
28 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
29 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
30 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
31 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
32 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
33 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
34 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
35 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
36 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
37 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
38 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
39 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
40 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
41 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
42 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
43 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
44 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
45 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
46 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
47 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
48 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
49 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
50 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
51 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
52 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
53 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
54 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
55 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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data/.ipynb_checkpoints/mydata-checkpoint.csv Normal file
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myname,mydata
1 myname mydata