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Data Set/Description Owner Last edited Size Views
Shark Attacks Worldwide
This data comes from www.sharkattackfile.net. It records data on all shark attacks in recorded history including attacks before 1800. Included is all known information on the shark attack including the date, location, information on the individual who was attacked, details on the injuries sustained by the victim, and the species of the shark
statcrunch_featuredJun 28, 20171MB11793
National Longitudinal Youth Survey: Weight Perception
The Youth survey consists of a nationally representative sample of youths who were 14 to 20 years old as of December 31, 1999.
This dataset tracks the Age, Height (in inches), Weight (in pounds), Gender, and the self reported "How would you describe your weight?" multiple choice answers for the individuals.
statcrunch_featuredNov 10, 2017330KB8381
New York City Leading Causes of Death (2007-2014)
This data set breaks down the leading causes of death in New York City between 2007-2014. Included is the number of Deaths (Deaths) for each combination of Sex and Race Ethnicity. The Death Rate represents the rate within that Sex/ Race Ethnicity category. Age Adjusted Death Rate adjusts the Death Rate by the ages of those who died.
statcrunch_featuredAug 1, 201896KB4519
Golden State Warriors 2016/2017 selected stats for Midterm 3
Selected per game averages for the 14 members of the Golden State Warriors who played the most games in the 2016/2017 regular season.
PTS = average points per game
FGM = average field goals made per game
FGA = average field goals attempted per game
3PM = average 3-point shots made per game
3PA = average 3-point shots attempted per game
FTM = average free throws made per game
FTA = average free throws attempted per game
profnoraApr 15, 2019659B837
Shark Attacks Worldwide
This data comes from www.sharkattackfile.net. It records data on all shark attacks in recorded history including attacks before 1800. Included is all known information on the shark attack including the date, location, information on the individual who was attacked, details on the injuries sustained by the victim, and the species of the shark
frompearsonbooksJun 20, 20161MB1978
National Longitudinal Youth Survey
The Youth survey consists of a nationally representative sample of youths who were 14 to 20 years old as of December 31, 1999.
This dataset tracks the Age, Height (in inches), Weight (in pounds), Gender, and the self reported "How would you describe your weight?" multiple choice answers for the individuals.
statcrunchhelpMar 8, 2016330KB2031
Times World University Rankings (2011-2016)
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.

ColumnDescription
World_RankUniversity rank for a given year
University_NameThe name of the university
CountryLocation of university
Teaching_Rating Rating from a 0-100 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 0-100 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 0-100 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 0-100 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 0-100 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_ScoreThe final score used to determine the university ranking based on Teaching_Rating, International_Outlook_Rating, Research_Rating, Citations_Rating, and Industrial_Income_Rating.
Num_StudentsTotal number of students in a given year
Student/Staff_RatioNumber of students per academic staff member
%_Inter_StudentsPercentage of student body who come from a foreign county
%_Female_Students Percentage of student body that is female.
YearAcademic year that the ranking was released. For example, 2016 denotes the 2015-2016 academic year.
statcrunchhelpApr 5, 2016254KB4023
Federal Food Assistance Participation
This primarily comes from the following source: United States Department of Agriculture: Food and Nutrition Service . This dataset also incorporates data from another StatCrunch dataset: US Workforce Participation

ColumnDescription
YearThe year for each data value
Average Federal Food Assistance Participation in ThousandsNumber of individuals in the US who took part in SNAP (Supplemental Nutrition Assistance Program) during the given year.
% US Population on Federal Food Assitance% of US population that is currently in the SNAP program and is receiving aid with food.
Change of % (US Population on Federal Food Assistance)The change in the percentage of the US population that is receiving food assistance from SNAP.
Presidential ControlPolitical party of president.
Senate ControlPolitical party of the Senate majority
House ControlPolitical party of the House of Representatives majority.
Legislative Branch (House and Senate)Combined control of Senate and House of Representativs
Male Inactivity Rate Aged 25-54Defined as the proportion of the male population aged 25-54 that is not in the labour force. Common reasons for leaving labour force: college, retirement, stay at home, can't find work and no longer try.
Change of Rate (Male Inactivity Rate Aged 25-54)The change in the inactivity rate calculated as the current year minus the previous year.
Female Inactivity Rate Aged 25-54Defined as the proportion of the female population aged 25-54 that is not in the labour force.
Change of Rate (Female Inactivity Rate Aged 25-54)The change in the inactivity rate calculated as the current year minus the previous year.
Annual Average Workforce Participation RateDefined by the Bureau of Labor Statistics as "the percentage of the population [16 years and older] that is either employed or unemployed (that is, either working or actively seeking work). Note that 2015's Annual Average is calculated using the first 11 months."
Change of Rate (Annual Workforce Participation Rate)The change in the workforce participation rate calculated as the current year minus the previous year.
statcrunchhelpJan 8, 201610KB1889
Best Selling Music Artists in US (top 100)
This is the list of the top 100 best-selling music artists in the United States only as of December 2008 and based on certifications of albums by the Recording Industry Association of America (RIAA). The RIAA does not deal in sales of albums, only certifications of shipped units. Therefore this best-selling list is based on total accumulated certifications given per artist and may not reflect the true physical sales obtained by these artists. The RIAA began its certifications in 1952. This list therefore excludes large-selling artists like Bing Crosby whose sales in the 1930s-1950s were not certified. Also affected are artists such as Frank Sinatra, who although they were successful after 1952, were also best-selling prior to 1952. Therefore their positions in the chart reflect certifications from 1952 onwards.
cdcummings12Aug 24, 20095KB1608
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 low-income families (measured by the share receiving a Pell grant) and on the net price of attendance for low- and middle-income families. The recent Pell (2012 - 2014) number for each college is the average percentage of the freshman class that received a Pell grant in 2011-12, 2012-13 and 2013-14; 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 2012-13, 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 2011-12 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 z-score. A college with an average score on the two measures in combination will receive a zero.
statcrunchhelpSep 10, 20144KB1350
Responses to opinions on H1N1
This data set consists of responses to a StatCrunch survey that was conducted between September 8th, 2009 and September 22nd, 2009. Respondents were asked if they were concerned about H1N1, if they were taking steps to avoid it, if they know anyone who has had it and whether or not they were a student.
websterwestSep 22, 20093KB2023
Guns Ownership and Deaths by Firearms by State

The composite of two datasets from StateMaster.com, this dataset shows the percentage of survey respondents* who indicated that there is a firearm in the home [http://www.washingtonpost.com/wp-srv/health/interactives/guns/ownership.html] and the number of deaths by firearms per 100,000 population (most recent) [http://www.statemaster.com/graph/cri_mur_wit_fir-death-rate-per-100-000].

*In 2001 the Behavioral Risk Factor Surveillance System (BRFSS) in North Carolina surveyed 201,881 respondents nationwide, asking them, "Are any firearms now kept in or around your home? Include those kept in a garage, outdoor storage area, car, truck, or other motor vehicle."

mshelly33702Aug 29, 20102KB4144
RegisteredNursesSurvey.xlsx
For what survey produced it, see http://www.statcrunch.com/5.0/survey.php?surveyid=8178&code=YINVQ and inputs of all team mates. Towards the end, some validation was done, deleting data where working hours was less than a work day, or outliers to legally admissible work days. Finally arbitarily long chains which were less likely to be encountered in draws of simulated data (M/F, Degrees etc.. were discarded). A total of 12 observations were thus thrown out. All Credit goes to Team 3,the Instructor, our unnamed Friends in the Nursing profession who enthusiastically did a last minute push through over their extended social media groups for data and the respondents who kindly took out time for the survey. Another thought is about the distribution of hours worked. Wven if random, it "should be" "centered on" certain hours a day* number of days, with deviations from centre penalised, while picking a sample.. The observations 38 appear many times for example, however without an explainable reason (we are talking of work-distribution among nursing staff sample) So do "primes" "47, 37, 29" It is not to argue that they "shouldn't occur", but there has to be some reason for their being so significant/vibrant. At this stage we may conclude that most of the respondents may not have been under full-time nursing employments in strict sense of the term. 42, 48,72,60, 50,40 appearing more often would give us less variation but more regularity in the data. Since we haven't tried stratification, we do not know "how often they should occur". We thus do not re-draw observations.
ugoagwuJun 14, 20142KB1076
IMDB Movie Database
This data set is a collection of information of over 50,000 movies that are listed on www.imdb.com. These are all movies before 2005. The data set includes titled, year, length, budget, rating, votes(number of imdb users that rated the movie), r1-10(percentile to nearest 10% of votes who gave the movie a 1), the mpaa rating, and a number 1 given if the movie is a action, animation, comedy, drama, documentary, romance, or short.
hbarker2Jan 9, 20176MB2800
CollegeCompletion.csv
College Completion Data TABLE 1: cc_institution_details ------------------------------- unitid - Department of Education Unit ID number chronname - Institution name city - Institution city state - Institution state level - Level of institution (4-year, 2-year) control - Control of institution (Public, Private not-for-profit, Private for-profit) basic - Carnegie Foundation for the Advancement of Teaching Basic Classification (2010 version) student_count - Total number of undergraduates in 2010 awards_per_value - Completions per 100 FTE undergraduate students (average 2011, 2012, and 2013) awards_per_state_value - Completions per 100 FTE undergraduate students, state and sector average awards_per_natl_value - Completions per 100 FTE undergraduate students, national sector average exp_award_value - Estimated educational spending (expenses related to instruction, research, public service, student services, academic support, institutional support, operations and maintenance) per academic award in 2013. Includes all certificates and degrees exp_award_state_value - Spending per completion, state and sector average exp_award_natl_value - Spending per completion, national sector average ft_pct - Percentage of undergraduates who attend full-time fte_value - total number of full-time equivalent undergraduates med_sat_value - Median estimated SAT value for incoming students med_sat_percentile - Institution's percent rank for median SAT value within sector aid_value - The average amount of student aid going to undergraduate recipients aid_percentile - Institution's percent rank for average amount of student aid going to undergraduate recipients within sector endow_value - End-of-year endowment value per full-time equivalent student endow_percentile - Institution's percent rank for endowment value per full-time equivalent student within sector grad_100_value - percentage of first-time, full-time, degree-seeking undergraduates who complete a degree or certificate program within 100 percent of expected time (bachelor's-seeking group at 4-year institutions) grad_100_percentile - Institution's percent rank for completers within 100 percent of normal time within sector grad_150_value - percentage of first-time, full-time, degree-seeking undergraduates who complete a degree or certificate program within 150 percent of expected time (bachelor's-seeking group at 4-year institutions) grad_150_percentile - Institution's percent rank for completers within 150 percent of normal time within sector pell_value - percentage of undergraduates receiving a Pell Grant pell_percentile - Institution's percent rank for undergraduate Pell recipients within sector retain_value - share of freshman students retained for a second year retain_percentile - Institution's percent rank for freshman retention percentage within sector ft_fac_value - Percentage of employees devoted to instruction, research or public service who are full-time and do not work for an associated medical school ft_fac_percentile - Institution's percent rank for full-time faculty share within sector vsa_year - Most recent year of Student Success and Progress Rate data available from the Voluntary System of Accountability vsa_grad_after4_first - First-time, full-time students who graduated from this institution within four years vsa_grad_elsewhere_after4_first - First-time, full-time students who graduated from another institution within four years vsa_enroll_after4_first - First-time, full-time students who are still enrolled at this institution after four years vsa_enroll_elsewhere_after4_first - First-time, full-time students who are enrolled at another institution after four years vsa_grad_after6_first - First-time, full-time students who graduated from this institution within six years vsa_grad_elsewhere_after6_first - First-time, full-time students who graduated from another institution within six years vsa_enroll_after6_first - First-time, full-time students who are still enrolled at this institution after six years vsa_enroll_elsewhere_after6_first - First-time, full-time students who are enrolled at another institution after six years vsa_grad_after4_transfer - Full-time transfer students who graduated from this institution within four years vsa_grad_elsewhere_after4_transfer - Full-time transfer students who graduated from another institution within four years vsa_enroll_after4_transfer - Full-time transfer students who are still enrolled at this institution after four years vsa_enroll_elsewhere_after4_transfer - Full-time transfer students who are enrolled at another institution after four years vsa_grad_after6_transfer - Full-time transfer students who graduated from this institution within six years vsa_grad_elsewhere_after6_transfer - Full-time transfer students who graduated from another institution within six years vsa_enroll_after6_transfer - Full-time transfer students who are still enrolled at this institution after six years vsa_enroll_elsewhere_after6_transfer - Full-time transfer students who are enrolled at another institution after six years counted_pct - share entering undergraduate class who were first-time, full-time, degree-seeking students, meaning that they generally would be part of a tracked cohort of potential graduates. The entering class of 2007 is displayed for 4-year institutions; 2010 for 2-year institutions.
msullivan13803Feb 3, 20172MB1132

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