
Data sets shared by StatCrunch members
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Sample College Data
The following data is for the year 2011 for colleges and universities in the Delaware, District of Columbia, Maryland, Pennsylvania, Virginia and West Virginia. Variables included in the data set include the college, type of college, location of college, admissions rate, SAT scores (Reading and Math, 75th percentile), tuition and fees, average amount of financial aid, enrollment (total and undergraduate), freshman retention rate, student/teacher ratio and graduation rate (5 year).  ppoconno  Sep 16, 2019  19KB  197 
FIFA World Cup Match Results (19302014)
This data set records all World Cup Men's soccer matches played between 1930 and 2014. Included is the date of the match, the location, the World Cup Stage (Stage), both teams, the halftime score, the final score, and the attendance for the game.  statcrunch_featured  Aug 1, 2018  102KB  2602 
Times World University Rankings (20112016)
This data comes from the annual Times magazine rankings of universities across the world. The webpage for the Times 2016 rankings is listed above in the source.
The formula for the 2016 rankings is as follows: 30% for Teaching Rating 7.5% for International Outlook Rating 30% for Research Rating 30% for Citations Rating 2.5% for Industry Income Rating. The “Total Score” from 2016 can be recreated using this formula.
Column  Description  World_Rank  University rank for a given year 
University_Name  The name of the university 
Country  Location of university 
Teaching_Rating  Rating from a 0100 scale of the quality of teaching at the university. This rating is based on the institution’s reputation for teaching, it’s student/staff ratio, it’s PhD’s/ undergraduate degrees awarded ratio, and it’s institutional income/ academic staff ratio. 
Inter_Outlook_Rating  Rating from a 0100 scale of the international makeup of a university. This rating is based the international student percentage, international staff percentage, and the percentage of research papers from the university that include at least one international author. 
Research_Rating  Rating from a 0100 scale of quality of research at the university. This rating is based on the university’s reputation, it’s research income/ academic staff ratio, and it’s production of scholarly papers. 
Citations_Rating  Rating from a 0100 scale of based on the normalized average of citations by other papers per paper from the university (how often the research from the university is cited by other papers). 
Industry_Income_Rating  Rating from a 0100 scale grading how much companies are willing to invest in the universities research. The rating is calculated based on the research income from businesses per academic staff member. 
Total_Score  The final score used to determine the university ranking based on Teaching_Rating, International_Outlook_Rating, Research_Rating, Citations_Rating, and Industrial_Income_Rating. 
Num_Students  Total number of students in a given year 
Student/Staff_Ratio  Number of students per academic staff member 
%_Inter_Students  Percentage of student body who come from a foreign county 
%_Female_Students  Percentage of student body that is female. 
Year  Academic year that the ranking was released. For example, 2016 denotes the 20152016 academic year. 
 statcrunchhelp  Apr 5, 2016  254KB  4072 
Graduate Admissions
The dataset contains several parameters which are considered important during the application for Masters Programs. The parameters included are : 1. GRE Scores ( out of 340 ) 2. TOEFL Scores ( out of 120 ) 3. University Rating ( out of 5 ) 4. Statement of Purpose and Letter of Recommendation Strength ( out of 5 ) 5. Undergraduate GPA ( out of 10 ) 6. Research Experience ( either 0 or 1 ) 7. Chance of Admit ( ranging from 0 to 1 )  brmorgante  Jan 15, 2019  12KB  1062 
Advanced NBA Statistics for 20132014 Season
N = 342; only players with at least 40 games played are included.
These are advanced metrics which attempt to evaluate, relatively speaking, how good an NBA basketball player was during the 20132014 (in which Kevin Durant won the MVP Award).
Variables..........Position  what position did they play?..... Age  How old was the player as of February 1, 2014?..... Team  Obvious..... PER  Player Efficiency Rating; a measure of perminute production standardized such that the league average is 15.....
TS  True Shooting Percentage; a measure of shooting effeciency that takes into account 2point field goals, 3point field goals, and free throws.....
ORB  Offensive Rebound Percentage; an estimate of the percentage of available offensive rebounds a player grabbed while he was on the floor.....
DRB  Defensive Rebound Percentage; an estimate of the percentage of available defensive rebounds a player grabbed while he was on the floor.....
TRB  Total Rebound Percentage; an estimate of the percentage of available rebounds a player grabbed while he was on the floor.....
AST  Assist Percentage; an estimate of the percentage of teammate field goals a player assisted while he was on the floor.....
STL  Steal Percentage; an estimate of the percentage of opponent possessions that end with a steal by the player while he was on the floor.....
BLK  Block Percentage; an estimate of the percentage of opponent twopoint field goal attempts blocked by the player while he was on the floor.....
TOV  Turnover Percentage; an estimate of turnovers per 100 plays.....
USG  Usage Percentage; an estimate of the percentage of team plays used by a player while he was on the floor.....
ORtg  Offensive Rating: An estimate of points produced (players) or scored (teams) per 100 possessions.....
DRtg  Defensive Rating: An estimate of points allowed per 100 possessions.....
OWS  Offensive Win Shares; an estimate of the number of wins contributed by a player due to his offense.....
DWS  Defensive Win Shares; an estimate of the number of wins contributed by a player due to his defense.....
WS  Win Shares; an estimate of the number of wins contributed by a player.
 daniel.inghram  May 22, 2014  33KB  4100 
NFL Scores from 2013
Data for every NFL game of the 2013 season. Variables include the week of the game (Week), day of the week (Day), calendar date of the game (Date), winning team (Winner), losing team (Loser), whether the winning team was playing at home or away (WinnerAt), points for the winning team (PtsW), points for the losing team (PtsL), total points scored by both teams (TotalPts), yards for the winning team (YdsW), yards for the losing team (YdsL), turn overs for the winning team (TOW) and turn overs for the losing team (TOL). There are also additional columns of TieHome and TieAway indicating the two teams that played the only tie game of the 2013 season in week 12. The Week column also denotes the nature of each playoff game.  statcrunchhelp  Oct 3, 2014  26KB  1342 
Local College Data
The following data is for the year 2011 for colleges and universities in the Delaware, District of Columbia, Maryland, Pennsylvania, Virginia and West Virginia. Variables included in the data set include the college, type of college, location of college, admissions rate, SAT scores (Reading and Math, 75th percentile), tuition and fees, average amount of financial aid, enrollment (total and undergraduate), freshman retention rate, student/teacher ratio and graduation rate (5 year).  jpalmateer  Sep 23, 2013  24KB  1727 
SAT 2012
Combined SAT scores (out of 2400) for college bound high school seniors in 2012 by gender and total, binned by score.  sblack  Jan 13, 2013  4KB  2688 
NY Times: The Most Economically Diverse Top Colleges
To measure top colleges efforts on economic diversity, The Upshot calculated a College Access Index, based on the percentage of freshmen in recent years who came from lowincome families (measured by the share receiving a Pell grant) and on the net price of attendance for low and middleincome families. The recent Pell (2012  2014) number for each college is the average percentage of the freshman class that received a Pell grant in 201112, 201213 and 201314; not all colleges had 2013 data yet. The earlier Pell (2008) value is for the fall of 2007. Average net price is the average total cost of attendance in 201213, including tuition, fees, room and board, after taking into account federal, state and institutional financial aid, for students who come from households earning between $30,000 and $48,000 a year and qualifying for federal aid.
Endowment per student is for the year 201112 and includes graduate students. The College Access Index is a combination of net price and the Pell average for 2011, 2012 and 2013, using a statistical technique known as a zscore. A college with an average score on the two measures in combination will receive a zero.  statcrunchhelp  Sep 10, 2014  4KB  1363 
NBA 20142015
This data set comes from ESPN and represents the regular season standings for the 20142015 NBA Season. Variables are as follows:
W = # of wins
L = # of loses
Win % = winning percentage
HOME = Home record
ROAD = Road Record
DIV = Division Record
CONF = Conference record
PPG = Points scored per game
OPP PPG = Opponent's points scored per game
DIFF = (PPG  OPP PPG)
Conference = Conference played in  ntorno8  May 30, 2015  2KB  5050 
NBA 20142015
This data set comes from ESPN and represents the regular season standings for the 20142015 NBA Season. Variables are as follows:
W = # of wins
L = # of loses
Win % = winning percentage
HOME = Home record
ROAD = Road Record
DIV = Division Record
CONF = Conference record
PPG = Points scored per game
OPP PPG = Opponent's points scored per game
DIFF = (PPG  OPP PPG)
Conference = Conference played in  statcrunchhelp  Jan 5, 2016  2KB  1473 
MLB Home Attendance vs. Runs Scored 2015
This data comes from the 2015 baseball season and tracks the number of home games, the total attendance at home games, the number of runs scored by that team, the runs scored on that team, the league they play in, and the number of wins the team recorded in the regular season.  frompearsonbooks  Jun 14, 2016  1KB  2056 
IQ Comparison
The data is about the IQ's with respect to the various occupations,and GRE Scores. The data was collected from the IQ Comparison website.The IQ's range ( i.e Lower limit and Upper limit) for various occupation was given. The mean IQ for each of the occupation was taken and was tabulated. The IQ's with respect to the GRE scores was also tabulated.  patel.sunil  Nov 28, 2008  664B  1055 
Local College Data MH
The following data is for the year 2011 for colleges and universities in the Delaware, District of Columbia, Maryland, Pennsylvania, Virginia and West Virginia. Variables included in the data set include the college, type of college, location of college, admissions rate, SAT scores (Reading and Math, 75th percentile), tuition and fees, average amount of financial aid, enrollment (total and undergraduate), freshman retention rate, student/teacher ratio and graduation rate (5 year).  mhdrums1125  May 6, 2016  24KB  6125 
AP Statistics Predictions 201316
GPA = Student's Weighted GPA before beginning AP Statistics
PrevMath = The highest math course the student completed at our school prior to AP Stats
AP.Ave = The student's average score on the AP exams taken (if available)
MathGPA = Unweighted GPA of student's work in math courses
MT.MC = Students number correct (out of 40) on the multiple choice section of their midterm (MT)
MT.Raw = Student's raw score (out of 100) on the multiple choice and free response sections of a previously released AP exam
Locus.Aug = Student's score (out of 100) on the LOCUS diagnostic test in the beginning of the school year
S1P = Student's first semester grade as a percentage
S1G = Student's first semester letter grade
S1F = Student's (scaled) first semester final exam grade (a.k.a. midterm test grade)
S2P = Student's second semester grade as a percentage
S2G = Student's second semester letter grade
Ch 14 = Student's raw test average on ch. 14
Ch 16 = Student's raw test average on ch. 16
Ch 18 = Students raw test average on ch. 18
MT = Student's raw test average on the midterm
Ch 112=Student's raw test average on ch. 112 (entire textbook)
Mock 1 = Student's raw score on first mock exam (midMarch)
Mock 2 = Student's raw score on second mock exam (late April)
Mock 1&2 = Student's average on two mock exams
MT&Mock1&2 = Student's average on midterm and two mock exams
MT.AP = Student's converted score (15) on midterm
Mocks.AP = Student's converted score (15) on average of two mock exams
MT&Mocks.AP = Student's converted score (15) on average of MT and two mock exams
ACTUAL = student's actual performance on AP exam (blank means student opted out of taking exam)
MT.Resid = Actual score  Midterm score
Mocks.Resid = Actual score  average Mock exam score
MT&Mocks.Resid = Actual score  average midterm and mock exam score
 je175  Jul 5, 2016  9KB  2181 

