SOCR Data
Contents
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).
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
- 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
- Ranking, Profits and Income of Fortune500 Companies (1955-2008) Dataset
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)
- Monthly Monetary Inflation for Several Countries (2002-2012)
Budgets and Deficits Data
Sector Data, Population Perception Trends data
World Peace
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
- 1993 New York State Heart Attack Patients: Acute Myocardial Infarction (AMI), N=12,844
- Human Health: Modeling and Analysis of Clinical, Genetic and Imaging Data of Alzheimer’s Disease
- 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
- Neonate Infant Pain Score (NIPS) Data (Vitamin K shots)
- Simulated Health Evaluation and Linkage to Primary (HELP) Care) dataset
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
- Turkiye Student Evaluation Data Set
- 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
External Data Archives
- Centers for Medicare & Medicaid Services (CMS)
- US Census
- database of Genotypes and Phenotypes (dbGaP)
- SOCR Home page: http://www.socr.ucla.edu
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