SOCR Data

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Revision as of 18:28, 20 August 2010

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)
  • CA Ozone and US Ozone
• Population Data
  • 25,000 Records of Human Heights (in) and Weights (lbs)
  • 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
• Economy 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, S&P, Unemployment, Inflation, etc. (1959-2009)
• California Earthquakes Data (1969-2007)
• 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
• Allometric relationship between population density, body mass and metabolic activity in Plants
• 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
• NISER Datasets
• Texas Wolfcamp aquifer data
• Hot Dog Calorie and Sodium Dataset
• Biomedical Data
  • Body Density & Body Mass Index (BMI) Data
  • Knee Pain Centroid Locations Data
• Faculty Publications
• US Census Data
  • Los Angeles County Neighborhoods Data (from US Census)
• US Elections Data
  • US Electoral College vs. Popular Vote Presidential Elections Mandate Data (1828-2008)
• Latin Letters Frequency Data

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

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