Knoema

1. https://worldpopulationreview.com/states/gun-ownership-by-state/ 2.TheDailyBeast - http://www.thedailybeast.com/articles/2010/06/28/states-with-the-most-guns.html 2.USliberals - http://usliberals.about.com/od/Election2012Factors/a/Gun-Owners-As-Percentage-Of-Each-States-Population.htm 3.WashingtonPost - http://www.washingtonpost.com/wp-srv/health/interactives/guns/ownership.html 4.FBI - http://www.fbi.gov/about-us/cjis/nics/reports/1998_2014_state_program_to_date_purpose_ids.pdf

Dataset allows to conduct comparison of US state Kentucky with other states, comparison of Eastern and Western Kentucky and comparison of Kentucky counties.

Knoema's Alternative Data Economic Activity Composite Index for the United States is constructed as weighted sum of symmetrical percent changes of components. Weighting is based on inverse standard deviations of separate components. 7-day moving average is used for smoothing. Some of components were seasonally adjusted.   List of Components: - Travelers Screened at TSA Checkpoint (TSA) - Mobility Trends for Workplaces (Google) - Mobility Trends for Retail and Recreation Areas (Google) - Number of Small Businesses Open (Womply) - Revenue of Small Businesses (Womply) - Credit/Debit Card Spending (Affinity) - S&P 500 Index (Investing.com)  

Knoema U.S. CPI Inflation Index is constructed as a weighted average of year-over-year growth rates of components. Weighting is based on equation coefficients estimates, where dependent variable is year-over-year growth rate of official U.S. CPI Index and independent variables are the year-over-year growth rates of monthly averages of the four high frequency indicators:Gasoline RBOB FuturesGold FuturesTrade Weighted U.S. Dollar Index: Broad, Goods and Services5-Year Breakeven Inflation Rate

State-level Data on Demographics, Economy, Labor, Income and Welfare, Crime, Health, Education and Agriculture.   Two indicators: "Enrollment in public elementary and secondary school" and "Public high school graduates" have forecast data points. References: http://nces.ed.gov/ http://quickstats.nass.usda.gov/ http://usda.mannlib.cornell.edu/ http://wonder.cdc.gov/mortSQL.html http://www.acf.hhs.gov/ http://www.bea.gov/iTable http://www.bls.gov/mls/ http://www.census.gov/ http://www.dhs.gov/ http://www.fbi.gov/about-us/cjis/ucr/crime-in-the-u.s http://www.infoplease.com/ http://www.usgovernmentspending.com/  

List of protest was retrieved from https://en.wikipedia.org/wiki/List_of_George_Floyd_protests Additional data on number of protestors, violent crimes, and activation of National Guard was collected from the internet.

Data cited at: https://en.wikipedia.org/wiki/United_States https://knoema.com/USRAGE2017 https://knoema.com/USCACSDC2020 https://knoema.com/KPMGSC2015 https://knoema.com/USCBDC2020 https://knoema.com/KPMGHOC2017 https://knoema.com/USNAICS2012 https://knoema.com/USRFEDG2020 https://knoema.com/USALA2013 https://knoema.com/calculation https://knoema.com/bjcvbhc https://knoema.com/BEARegional https://knoema.com/USS2301 https://knoema.com/PRUSCBMPT2018/  

Number of protests and fatalities - ACLED US Crisis Monitor Biden's advantage over Trump - RCP poll average