Available Control Data Sets for Predictive Analytics

Sample Control Data Sets

Our goal is not to provide the largest list of data sets out there, but to provide the best, most impactful, curated control data available.

The data/features available are always expanding, but here are some highlights:

U.S. Employment and Training Administration

Initial Unemployment Claims

Native Grain

Geo: USA - USA

Date: Weekly, Ending Saturday

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: STATE - USA

Date: Annual

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

Educational Attainment

Educational Attainment

Native Grain

Geo: STATE - USA

Date: Annual

Educational Attainment

Educational Attainment

Native Grain

Geo: STATE - USA

Date: Annual

Residential Vacancies / Homeownership Stats

Rentail Vacancy Rate

Native Grain

Geo: STATE - USA

Date: Annual

Federal Reserve Bank of Philadelphia

Leading Index

Native Grain

Geo: STATE - USA

Date: Monthly

Small Area Income and Poverty Estimates

Small Area Income and Poverty Estimates

Native Grain

Geo: STATE - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Annual Estimates of the Population for the U.S. and States, and for Puerto Rico.

Native Grain

Geo: STATE - USA

Date: Annual

Hamilton, James

U.S. Recessions

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Household Finances

Native Grain

Geo: USA - USA

Date: Annual

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: USA - USA

Date: Monthly

Board of Governors of Fed Reserve System

Money Stock Measures

Native Grain

Geo: USA - USA

Date: Weeklys, ending Monday

Board of Governors of Fed Reserve System

Money Stock Measures

Native Grain

Geo: USA - USA

Date: Weekly, ending Monday

Board of Governors of Fed Reserve System

Money Stock Measures

Native Grain

Geo: USA - USA

Date: Weekly, ending Monday

Board of Governors of Fed Reserve System

Money Stock Measures

Native Grain

Geo: USA - USA

Date: Weekly, ending Monday

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: USA - USA

Date: Monthly

Board of Governors of the Federal Reserve

Commercial and Industrial Loans

Native Grain

Geo: USA - USA

Date: Weekly, Ending Wednesday

Board of Governors of the Federal Reserve

Commercial and Industrial Loans

Native Grain

Geo: USA - USA

Date: Weekly, Ending Wednesday

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: USA - USA

Date: Quarterly

Board of Governors of Fed Reserve System

Foreign Exchange Rate

Native Grain

Geo: USA - USA

Date: Daily

U.S. Energy Information Administration

Spot Prices

Native Grain

Geo: USA - USA

Date: Daily

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Federal Housing Finance Agency

House Price Index

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Labor Statistics

Producer Price Index

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Producer Price Index

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Producer Price Index

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Consumer Price Index

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Consumer Price Index

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Producer Price Index

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: USA - USA

Date: Annual

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: USA - USA

Date: Quarterly

Board of Governors of Fed Reserve System

Industrial Production and Capacity Utilization

Native Grain

Geo: USA - USA

Date: Monthly

World Bank

World Development Indicators

Native Grain

Geo: USA - USA

Date: Annual

U.S. Dept. of the Treasury, Fiscal Service

Monthly Treasury Statement

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Dept. of the Treasury, Fiscal Service

Federal Debt

Native Grain

Geo: USA - USA

Date: Quarterly, end of period

U.S. Bureau of Economic Analysis

Gross Domestic Product

Native Grain

Geo: STATE - USA

Date: Annual

Board of Governors of Fed Reserve System

Factors Affecting Reserve Balances

Native Grain

Geo: USA - USA

Date: Weekly, as of Wednesday

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

Board of Governors of Fed Reserve System

Factors Affecting Reserve Balances

Native Grain

Geo: USA - USA

Date: Weekly, as of Wednesday

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: STATE - USA

Date: Monthly

U.S. Census Bureau

Household Finances

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Dept. of the Treasury, Fiscal Service

Federal Debt

Native Grain

Geo: USA - USA

Date: Quarterly

Board of Governors of the Federal Reserve

Mortgage Rates

Native Grain

Geo: USA - USA

Date: Quarterly, end of period

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of the Federal Reserve

Federal Funds Range

Native Grain

Geo: USA - USA

Date: Daily, 7-day

World Bank

Global Financial Development

Native Grain

Geo: USA - USA

Date: Annual

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Hamilton, James

U.S. Recessions

Native Grain

Geo: USA - USA

Date: Monthly

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily, 7-Day

U.S. Census Bureau

Housing Vacancies and Homeownership

Native Grain

Geo: USA - USA

Date: Quarterly

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily, 7-Day

U.S. Census Bureau

Housing Vacancies and Homeownership

Native Grain

Geo: STATE - USA

Date: Annual

Board of Governors of the Federal Reserve

Bank Prime Loan Rate

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of the Federal Reserve

Mortgage Rates

Native Grain

Geo: USA - USA

Date: Quarterly, end of period

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: STATE - USA

Date: Monthly

U.S. Census Bureau

Housing Vacancies and Homeownership

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

Board of Governors of Fed Reserve System

Foreign Exchange Rate

Native Grain

Geo: USA - USA

Date: Daily

U.S. Bureau of Economic Analysis

Disposable Income

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Personal Income and Outlays

Native Grain

Geo: USA - USA

Date: Monthly

S&P Dow Jones Indices LLC

S&P

Native Grain

Geo: USA - USA

Date: Daily, at close

U.S. Energy Information Administration

Gasoline and Diesel Fuel Update

Native Grain

Geo: USA - USA

Date: Weekly, ending Monday

U.S. Bureau of Labor Statistics

Wages & Salaries

Native Grain

Geo: USA - USA

Date: Quarterly

University of Michigan

Consumer Sentiment

Native Grain

Geo: USA - USA

Date: Monthly

S&P Dow Jones Indices LLC

S&P/Case-Shiller

Native Grain

Geo: USA - USA

Date: Monthly

S&P Dow Jones Indices LLC

S&P/Case-Shiller

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Manufacturers' New Orders

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Manufacturers' New Orders

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Economic Analysis

Retail Sales

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Employment and Training Administration

Initial Unemployment Claims

Native Grain

Geo: STATE - USA

Date: Weekly, Ending Saturday

Board of Governors of Fed Reserve System

Selected Interest Rates

Native Grain

Geo: USA - USA

Date: Daily

Board of Governors of the Federal Reserve

Mortgage Rates

Native Grain

Geo: USA - USA

Date: Weekly, ending Thursday

U.S. Employment and Training Administration

Initial Unemployment Claims

Native Grain

Geo: USA - USA

Date: Weekly, Ending Saturday

U.S. Employment and Training Administration

Initial Unemployment Claims

Native Grain

Geo: USA - USA

Date: Weekly, Ending Saturday

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Quarterly

U.S. Department of Labor

Minimum Wage

Native Grain

Geo: STATE - USA

Date: Anuual

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: STATE - USA

Date: Quarterly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: STATE - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: STATE - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Bureau of Labor Statistics

Employment Situation

Native Grain

Geo: USA - USA

Date: Monthly

Org for Economic Co-operation & Development

Main Economic Indicators

Native Grain

Geo: USA - USA

Date: Monthly

State Coincident Indexes

Coincident Economic Activity Index

Native Grain

Geo: STATE - USA

Date: Monthly

U.S. Census Bureau

Household Finances

Native Grain

Geo: STATE - USA

Date: Annual

Org for Economic Co-operation & Development

Main Economic Indicators

Native Grain

Geo: USA - USA

Date: Monthly

U.S. Census Bureau

Housing & Urban Development

Native Grain

Geo: STATE - USA

Date: Monthly

NOAA

Historic Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Historic Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Historic Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Historic Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Historic Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Forecasted Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Forecasted Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Forecasted Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Forecasted Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

NOAA

Forecasted Weather

Native Grain

Geo: USA, 1200 Weather Stations - USA

Date: Daily

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Households

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Population

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Population

Native Grain

Geo: Any - USA

Date: Point in Time 2010

US Census Bureau

2010 Census - Population

Native Grain

Geo: Any - USA

Date: Point in Time 2010

The COVID Tracking Project

COVID-19 Positive Test (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Negative Tests (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Pending Tests (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Currently Hospitalized (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Cumulative Hospitalized (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Currently ICU (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Cumulative ICU (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Currently On Ventilator (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Cumulative On Ventilator (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Recovered (State)

Native Grain

Geo: STATE - USA

Date: Daily

The COVID Tracking Project

COVID-19 Deaths (State)

Native Grain

Geo: STATE - USA

Date: Daily

* All data sets available at your desired time and geographic grains.

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