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School Scores Python Library

From the CORGIS Dataset Project

By Austin Cory Bart acbart@vt.edu
Version 2.0.0, created 10/24/2016
Tags: school, education, K-12, kindergarten, learning, teaching, sat

Overview

SAT Scores from across the country

«a href=’https://nces.ed.gov/ccd/aboutCCD.asp’>https://nces.ed.gov/ccd/aboutCCD.asp</a>>

Explore Structure

Each row represents $MISSING_FIELD.

Index Type Example Value
0 dict { }
1 dict (same structure)
2 dict (same structure)
... ... ...
Key Type Example Value Description
"Year" int 2005 The year of this report.
"State" dict { }
"Total" dict { }
"Academic Subjects" dict { }
"Family Income" dict { }
"GPA" dict { }
"Gender" dict { }
"Score Ranges" dict { }
Key Type Example Value Description
"Code" str "AL" The two-letter abbreviation of the state for thsi report.
"Name" str "Alabama" The full name of the state for this report.
Key Type Example Value Description
"Math" int 559 The average Math score of students in this state during this year.
"Test-takers" int 3985 The number of test-takers in this state during this year.
"Verbal" int 567 The average Verbal (Reading, not Writing) score of students in this state during this year.
Key Type Example Value Description
"Arts/Music" dict { }
"English" dict { }
"Foreign Languages" dict { }
"Mathematics" dict { }
"Natural Sciences" dict { }
"Social Sciences/History" dict { }
Key Type Example Value Description
"Average GPA" float 3.92 The average GPA of all students in this state during this year in Arts/Music. Note that this is just the GPA within the subject, not across all academic subjects.
"Average Years" float 2.2 The average number of years that a student has studied Arts/Music when they took the exam.
Key Type Example Value Description
"Average GPA" float 3.53 The average GPA of all students in this state during this year in English. Note that this is just the GPA within the subject, not across all academic subjects.
"Average Years" float 3.9 The average number of years that a student has studied English when they took the exam.
Key Type Example Value Description
"Average GPA" float 3.54 The average GPA of all students in this state during this year in Foreign Languages. Note that this is just the GPA within the subject, not across all academic subjects.
"Average Years" float 2.6 The average number of years that a student has studied Foreign Languages when they took the exam.
Key Type Example Value Description
"Average GPA" float 3.41 The average GPA of all students in this state during this year in Math. Note that this is just the GPA within the subject, not across all academic subjects.
"Average Years" float 4.0 The average number of years that a student has studied Math when they took the exam.
Key Type Example Value Description
"Average GPA" float 3.52 The average GPA of all students in this state during this year in the Natural Sciences. Note that this is just the GPA within the subject, not across all academic subjects.
"Average Years" float 3.9 The average number of years that a student has studied the Natural Sciences when they took the exam.
Key Type Example Value Description
"Average GPA" float 3.59 The average GPA of all students in this state during this year in Social Sciences and History. Note that this is just the GPA within the subject, not across all academic subjects.
"Average Years" float 3.9 The average number of years that a student has studied Social Sciences and History when they took the exam.
Key Type Example Value Description
"Between 20-40k" dict { }
"Between 40-60k" dict { }
"Between 60-80k" dict { }
"Between 80-100k" dict { }
"Less than 20k" dict { }
"More than 100k" dict { }
Key Type Example Value Description
"Math" int 513 The average Math score of students in this state during this year who reported that their family income was in this bracket.
"Test-takers" int 324 The number of test-takers in this state during this year who reported that their family income was in this bracket.
"Verbal" int 527 The average Verbal (Reading, not Writing) score of students in this state during this year who reported that their family income was in this bracket.
Key Type Example Value Description
"Math" int 539 The average Math score of students in this state during this year who reported that their family income was in this bracket.
"Test-takers" int 442 The number of test-takers in this state during this year who reported that their family income was in this bracket.
"Verbal" int 551 The average Verbal (Reading, not Writing) score of students in this state during this year who reported that their family income was in this bracket.
Key Type Example Value Description
"Math" int 550 The average Math score of students in this state during this year who reported that their family income was in this bracket.
"Test-takers" int 473 The number of test-takers in this state during this year who reported that their family income was in this bracket.
"Verbal" int 564 The average Verbal (Reading, not Writing) score of students in this state during this year who reported that their family income was in this bracket.
Key Type Example Value Description
"Math" int 566 The average Math score of students in this state during this year who reported that their family income was in this bracket.
"Test-takers" int 475 The number of test-takers in this state during this year who reported that their family income was in this bracket.
"Verbal" int 577 The average Verbal (Reading, not Writing) score of students in this state during this year who reported that their family income was in this bracket.
Key Type Example Value Description
"Math" int 462 The average Math score of students in this state during this year who reported that their family income was in this bracket.
"Test-takers" int 175 The number of test-takers in this state during this year who reported that their family income was in this bracket.
"Verbal" int 474 The average Verbal (Reading, not Writing) score of students in this state during this year who reported that their family income was in this bracket.
Key Type Example Value Description
"Math" int 588 The average Math score of students in this state during this year who reported that their family income was in this bracket.
"Test-takers" int 980 The number of test-takers in this state during this year who reported that their family income was in this bracket.
"Verbal" int 590 The average Verbal (Reading, not Writing) score of students in this state during this year who reported that their family income was in this bracket.
Key Type Example Value Description
"A minus" dict { }
"A plus" dict { }
"A" dict { }
"B" dict { }
"C" dict { }
"D or lower" dict { }
"No response" dict { }
Key Type Example Value Description
"Math" int 569 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 724 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 575 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Math" int 622 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 563 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 623 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Math" int 600 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 1032 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 608 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Math" int 514 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 1253 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 525 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Math" int 436 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 188 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 451 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Math" int 0 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 0 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 0 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Math" int 0 The average Math score of students in this state during this year who reported this for their high school grade point average.
"Test-takers" int 225 The number of test-takers in this state during this year who reported this for their high school grade point average.
"Verbal" int 0 The average Verbal (Reading, not Writing) score of students in this state during this year who reported this for their high school grade point average.
Key Type Example Value Description
"Female" dict { }
"Male" dict { }
Key Type Example Value Description
"Math" int 538 The average Math score of students in this state during this year who identified as Female.
"Test-takers" int 2072 The number of test-takers in this state during this year who identified as Female.
"Verbal" int 561 The average Verbal (Reading, not Writing) score of students in this state during this year who identified as Female.
Key Type Example Value Description
"Math" int 582 The average Math score of students in this state during this year who identified as Male.
"Test-takers" int 1913 The number of test-takers in this state during this year who identified as Male.
"Verbal" int 574 The average Verbal (Reading, not Writing) score of students in this state during this year who identified as Male.
Key Type Example Value Description
"Between 200 to 300" dict { }
"Between 300 to 400" dict { }
"Between 400 to 500" dict { }
"Between 500 to 600" dict { }
"Between 600 to 700" dict { }
"Between 700 to 800" dict { }
Key Type Example Value Description
"Math" dict { }
"Verbal" dict { }
Key Type Example Value Description
"Females" int 22 The number of students in this score range for Math who identified as Female in this state during this year.
"Males" int 10 The number of students in this score range for Math who identified as Male in this state during this year.
"Total" int 32 The number of students in this score range for Math in this state during this year.
Key Type Example Value Description
"Females" int 14 The number of students in this score range for Verbal (Reading, not Writing) who identified as Female in this state during this year.
"Males" int 17 The number of students in this score range for Verbal (Reading, not Writing) who identified as Male in this state during this year.
"Total" int 31 The number of students in this score range for Verbal (Reading, not Writing) in this state during this year.
Key Type Example Value Description
"Math" dict { }
"Verbal" dict { }
Key Type Example Value Description
"Females" int 173 The number of students in this score range for Math who identified as Female in this state during this year.
"Males" int 93 The number of students in this score range for Math who identified as Male in this state during this year.
"Total" int 266 The number of students in this score range for Math in this state during this year.
Key Type Example Value Description
"Females" int 123 The number of students in this score range for Verbal (Reading, not Writing) who identified as Female in this state during this year.
"Males" int 84 The number of students in this score range for Verbal (Reading, not Writing) who identified as Male in this state during this year.
"Total" int 207 The number of students in this score range for Verbal (Reading, not Writing) in this state during this year.
Key Type Example Value Description
"Math" dict { }
"Verbal" dict { }
Key Type Example Value Description
"Females" int 514 The number of students in this score range for Math who identified as Female in this state during this year.
"Males" int 293 The number of students in this score range for Math who identified as Male in this state during this year.
"Total" int 807 The number of students in this score range for Math in this state during this year.
Key Type Example Value Description
"Females" int 430 The number of students in this score range for Verbal (Reading, not Writing) who identified as Female in this state during this year.
"Males" int 332 The number of students in this score range for Verbal (Reading, not Writing) who identified as Male in this state during this year.
"Total" int 762 The number of students in this score range for Verbal (Reading, not Writing) in this state during this year.
Key Type Example Value Description
"Math" dict { }
"Verbal" dict { }
Key Type Example Value Description
"Females" int 722 The number of students in this score range for Math who identified as Female in this state during this year.
"Males" int 614 The number of students in this score range for Math who identified as Male in this state during this year.
"Total" int 1336 The number of students in this score range for Math in this state during this year.
Key Type Example Value Description
"Females" int 690 The number of students in this score range for Verbal (Reading, not Writing) who identified as Female in this state during this year.
"Males" int 617 The number of students in this score range for Verbal (Reading, not Writing) who identified as Male in this state during this year.
"Total" int 1307 The number of students in this score range for Verbal (Reading, not Writing) in this state during this year.
Key Type Example Value Description
"Math" dict { }
"Verbal" dict { }
Key Type Example Value Description
"Females" int 485 The number of students in this score range for Math who identified as Female in this state during this year.
"Males" int 611 The number of students in this score range for Math who identified as Male in this state during this year.
"Total" int 1096 The number of students in this score range for Math in this state during this year.
Key Type Example Value Description
"Females" int 596 The number of students in this score range for Verbal (Reading, not Writing) who identified as Female in this state during this year.
"Males" int 613 The number of students in this score range for Verbal (Reading, not Writing) who identified as Male in this state during this year.
"Total" int 1209 The number of students in this score range for Verbal (Reading, not Writing) in this state during this year.
Key Type Example Value Description
"Math" dict { }
"Verbal" dict { }
Key Type Example Value Description
"Females" int 156 The number of students in this score range for Math who identified as Female in this state during this year.
"Males" int 292 The number of students in this score range for Math who identified as Male in this state during this year.
"Total" int 448 The number of students in this score range for Math in this state during this year.
Key Type Example Value Description
"Females" int 219 The number of students in this score range for Verbal (Reading, not Writing) who identified as Female in this state during this year.
"Males" int 250 The number of students in this score range for Verbal (Reading, not Writing) who identified as Male in this state during this year.
"Total" int 469 The number of students in this score range for Verbal (Reading, not Writing) in this state during this year.

Downloads

Download all of the following files.

  1. school_scores.py
  2. school_scores.data

Usage

import school_scores
record = school_scores.get_record()

Documentation

get_record()
Returns a list of dictionaries representing record.