SOCR Data

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Revision as of 17:37, 13 July 2011

SOCR Educational Materials - SOCR Data

The links below contain a number of datasets that may be used for demonstration purposes in probability and statistics education. There are two types of data - simulated (computer-generated using random sampling) and observed (research, observationally or experimentally acquired).

SOCR Data

Simulated data

The SOCR resources provide a number of mechanisms to simulate data using computer random-number generators. Here are some of the most commonly used SOCR generators of simulated data:

• SOCR Experiments - each experiment reports random outcomes, sample and population distributions and summary statistics.
• SOCR random-number generator - enables sampling of any size from any of the SOCR Distributions.
• SOCR Analyses - all of the SOCR analyses allow random sampling from various populations appropriate for the user-specified analysis.

Observed data

The following collections include a number of real observed datasets from different disciplines, acquired using different techniques and applicable in different situations.

Climate Change Data

• Antarctic Ice Thickness at Mawson, Davis and Casey (01/Apr/1954 to 15/Jan/2002). Number of data points is 1636.
• Energy Resources, Production and Consumption Dataset
• California Ozone Data (1980-2006)
• California and US Ozone Data Snapshot

Population Data

• Human Height and Weight data
  • 25,000 Records of (Adolescent) Human Heights (in) and Weights (lbs)
  • Major League Baseball Player Height and Weight Data
• Population Data by Country 2000-2006
• Los Angeles City Neighborhoods Data (from US Census)
• Ranking of the top 100 Countries in the World based on political, economic, health, and quality-of-life factors

Economic, Business and Stock Market Data

• Consumer Price Index (CPI)
  • Consumer Price Index (1981-2006) - Fuel and Food Data
  • Consumer Price Index (1981-2007) - One-, Two- or Three-Way ANOVA Data by items, months and years
  • Housing Price Index (2000-2006) (motion charts)
  • S&P Home Price Index (1991-2009) (motion charts)
• Stock Market Data
  • Sun Microsystems (Java) Stock price (2007-2008)
  • S&P 500 (2007-2008)
  • US Economy by Sectors (1997-2007) and 2007-2009 Recession Data
• Monetary-Base Data
  • US Federal Reserve monetary-base data (1959-2009)
  • Monthly US Economics data including monetary-base data, interest, CPI, HPI, S&P, Unemployment, Inflation, etc. (1959-2009)
• Budgets and Deficits Data
  • US Federal Budget and Deficit data (1849-2016)

Neuroimaging Data

• Neuroimaging study of 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI)
• Alzheimer's Disease neuroimaging Data
• Neuroimaging study of super-resolution image enhancing
• Neuroimaging study of Prefrontal Cortex Volume across Species and Tissue Types
• Normal and Schizophrenia Children Neuroimaging study
• A large Neuroimaging study of pain including visceral pain, irritable bowel syndrome, ulcerative colitis, and Crohn's disease

Biomedical Data

• Allometric relationship between population density, body mass and metabolic activity in Plants
• Fisher's multivariate dataset on iris sepal and petal length
• Body Density & Body Mass Index (BMI) Data
• Knee Pain Centroid Locations Data

US Census Data

• Los Angeles County Neighborhoods Data (from US Census)
• 2011 US Jobs Ranking (200 Best to Worst Jobs in the USA for 2011)

US Elections Data

• US Electoral College vs. Popular Vote Presidential Elections Mandate Data (1828-2008)
• US Elections and Counties data for 2004

Other Data

• Brain to Body Weight Dataset
• California Earthquakes Data (1969-2007)
• California Lottery (1992-2011)
• Faculty Publications
• 2007 Advanced Placement (AP) Exam Scores by Discipline
• Online Math Center: A large archive of data from different scientific observations
• Largemouth Bass Mercury Contamination Dataset
• Latin Letters Frequency Data
• NISER Datasets
• Texas Wolfcamp aquifer data
• Hot Dog Calorie and Sodium Dataset

• SOCR Home page: http://www.socr.ucla.edu

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