NPI-Open Payments Crosswalk

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A unique NPI-Open Payments crosswalk, which matches providers Open Payment IDs to their National Provider Identifier (NPI) number. Last updated October 3, 2019.

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Prescribing Patterns and Industry Payments for Top 50 Drugs

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A custom data set for evaluating the relationship between provider prescribing habits and industry payments, based on 2016 Medicare Part D and Open Payments data.

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Dollars for Profs

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A data set of more than 35,000 financial disclosure and conflict of interest records from faculty members at U.S. universities.

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Dollars for Docs Data (2017-2018)

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Ready-to-use data on more than $12 billion dollars paid by pharmaceutical companies to medical providers and health care institutions. Updates annually

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Medical Marijuana Registry Programs

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State- and county-level data on patient enrollment in medical marijuana programs in the U.S. and Puerto Rico

Provided in collaboration with Associated Press

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Partisan Advantage in the 2016 and 2018 Elections

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This dataset includes vote totals by party in U.S. House races and 4,900 state-level House or Assembly races, as well as calculated measures of partisan advantage.

Provided in collaboration with Associated Press

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Prescriber Checkup (Current Year)

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Ready-to-use data on billions prescriptions made under Medicare's popular prescription-drug program, Medicare Part D, which serves 42 million people and pays for more than 1/4 of prescriptions written nationwide. Updates annually

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Police Use of Force Reports (New Jersey)

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This research-ready data set includes data on more than 70,000 police use-of-force incidents across all 468 New Jersey municipal police departments and the New Jersey State Police between 2012 and 2016.

Provided in collaboration with NJ Advance Media

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Dollars for Docs Data (2013-2016)

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Ready-to-use data on more than $9 billion dollars paid by pharmaceutical companies to medical providers and health care institutions between August 2013 and December 2016. Updates annually

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Bombs In Your Backyard Data

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Information on the location, type, and costs of cleanup efforts administered by the Department of Defense at current and former military locations as of 2015.

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Commercial and Industrial Property Values in Chicago and Cook County

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Commercial and industrial property value data for Cook County and Chicago, including tax assessment values, property sales records, and assessment appeals for 2003-2016.

Provided in collaboration with Chicago Tribune

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National Flood Insurance Program Coverage

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A cleaned, analysis-ready look at participation in the National Flood Insurance Program across more than 18,000 communities.

Provided in collaboration with Associated Press

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U.S. Freeze Seasons, 1917-2017

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The dates of the first fall freeze and last spring freeze for 700 locations across the United States.

Provided in collaboration with Associated Press

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School Segregation Data

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A cleaned, analysis-ready look at diversity, achievement and segregation in each school division and in each individual traditional and charter K-12 school in the country.

Provided in collaboration with Associated Press

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Prescriber Checkup (2015)

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Ready-to-use data on 1.4 billion prescriptions made under Medicare's popular prescription-drug program, Medicare Part D, which serves 41 million people and pays for more than 1/4 of prescriptions written nationwide.

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National Consumer Bankruptcy Cases

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A national data set of U.S. consumer bankruptcy cases initiated under Chapter 7 or Chapter 13 between 2008 and 2015.

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Nursing Home Sanctions in Pennsylvania

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This unique data set aggregates information from nearly 900 administrative orders, between 1997 and 2016, to provide a detailed look at health and safety sanctions in Pennsylvania nursing homes. The data has been cleaned and verified by Reading Eagle reporters.

Provided in collaboration with Reading Eagle

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National Inventory of Dams

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Structural information on dams in the United States, including recent inspections, that provides insight into aging infrastructure, emergency preparedness, and dam inspections.

Provided in collaboration with Investigative Reporters and Editors

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Prescriber Checkup (2014)

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Ready-to-use data on 1.4 billion prescriptions made under Medicare's popular prescription-drug program, Medicare Part D, which serves 41 million people and pays for more than 1/4 of prescriptions written nationwide.

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421-a Housing Subsidy Compliance Data

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Detailed information on 6,650 properties in New York City that receive tax benefits under the $1.4 billion-a-year 421-a housing subsidy program, including program compliance details.

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Small Business Loans

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Information on the loans given to small businesses owners and franchises under the Small Business Administration's popular 7a program. Includes all data since 1990. Updated annually in the Spring.

Provided in collaboration with Investigative Reporters and Editors

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Home Mortgage Disclosure Act

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A research-ready data set of individual home mortgage applications submitted to all banks, savings and loans, savings banks and credit unions with assets of more than $33 million. Includes demographic and Census data related to each application.

Provided in collaboration with Investigative Reporters and Editors

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FBI Uniform Crime Reports (2014)

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Local, county, and state police departments across the country voluntarily report aggregate numbers for different categories of crime in their jurisdictions. Updated annually.

Provided in collaboration with Investigative Reporters and Editors

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Treatment Tracker Data

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This dataset provides details on payments made through Medicare Part B to individual doctors and other health professionals for services as varied as office visits, ambulance mileage, lab tests, and the doctor’s fee for open-heart surgery. Updates annually

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Treatment Tracker Data (2013)

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This dataset provides details on payments made through Medicare Part B to individual doctors and other health professionals for services as varied as office visits, ambulance mileage, lab tests, and the doctor’s fee for open-heart surgery. Updates annually

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Treatment Tracker Data (2014)

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This dataset provides details on payments made in 2014 through Medicare Part B to individual doctors and other health professionals for services as varied as office visits, ambulance mileage, lab tests, and the doctor’s fee for open-heart surgery.

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Treatment Tracker Data (2015)

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This dataset provides details on payments made in 2015 through Medicare Part B to individual doctors and other health professionals for services as varied as office visits, ambulance mileage, lab tests, and the doctor’s fee for open-heart surgery.

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Dollars for Docs: Hospital Analysis

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A data set of U.S. hospitals and the percentage of their affiliated physicians who receive payments of various sizes from pharmaceutical and medical device companies.

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New York State Nuisance Abatement Actions

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A unique data set of 1,162 nuisance abatement actions filed in five New York State Supreme Courts between January 2013 and June 2014, geocoded and matched with racial and ethnographic demographics of location's census tract.

Provided in collaboration with New York Daily News

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Prescriber Checkup (2013)

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Ready-to-use data on $103.7 billion in prescriptions made under Medicare's popular prescription-drug program, Medicare Part D, which serves 39 million people and pays for more than 1/4 of prescriptions written nationwide.

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Maximum Workers' Comp for Body Parts by State

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This dataset, based on detailed analysis by ProPublica reporters, includes the maximum permanent partial disability compensation that injured workers can receive for various body parts in 50 states, the District of Columbia and the federal system.

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Prescriber Checkup (2012)

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Ready-to-use data on $103.7 billion in prescriptions made under Medicare's popular prescription-drug program, Medicare Part D, which serves 39 million people and pays for more than 1/4 of prescriptions written nationwide.

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Dollars for Docs (2009-2013)

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A unique set of data of more than $4 billion in payments to doctors, other medical providers and health care institutions that were disclosed by 17 pharmaceutical companies from 2009 to 2013. ProPublica combined, cleaned, and standardized data from multiple sources.

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ProPublica's Bailout Data

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A database of expenditures by the Treasury Department through both the TARP bill and the separate bailout of Fannie Mae and Freddie Mac.

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Prescriber Checkup (2011)

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Ready-to-use data on prescriptions made under Medicare's popular prescription-drug program, Medicare Part D, which serves 39 million people and pays for more than 1/4 of prescriptions written nationwide.

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Recovery Tracker Data

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A clean, research-ready database of how federal stimulus money was spent between February 2009 and June 2012.

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Let us help you create a custom dataset

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Request a custom data set for your research needs, based on selected fields in our most popular national datasets.

Provided in collaboration with Investigative Reporters and Editors

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Surgeon Scorecard

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ProPublica's Surgeon Scorecard provides a unique quality-of-care metric, based on an analysis of nearly 17,000 surgeons performing one of eight elective procedures in Medicare.

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Civilian Complaints Against New York City Police Officers

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A database of more than 12,000 civilian complaints filed against New York City police officers. Includes incidents ranging from September 1985 to January 2020.

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Hospital Bed Capacity and COVID-19

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A dataset of hospital bed capacity data for each of 306 U.S. hospital markets, including data for nine different models of COVID-19 infection scenarios.

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Trump Administration Political Appointees

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A unique database of Trump administration political appointees, cabinet members and White House staffers. Last updated Ferbruary 12, 2019

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Clinical Trials: Participant Demographic Data

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This dataset contains the demographic breakdowns of participants in clinical trials for FDA-approved drugs between January 2015 and June 2018.

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Political Advertisements from Facebook

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This database contains political ads that ran on Facebook and were submitted by thousands of ProPublica users from around the world. Updates daily

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Credibly Accused Priests

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Data on more than 5,800 clergy who have been listed as credibly accused of sexual abuse in reports released by Catholic dioceses and religious orders.

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Open Payments Data (2016)

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The data set is a raw data download of the January 2018 release of the 2016 Open Payments data set.

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Medicare Part D Prescribing Data (2016)

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This is the Medicare Part D prescription data for 2016. The data includes all drugs prescribed by doctors 11 or more times that year to Part D patients, including those 65 and older.

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Child Abuse Prevention and Treatment Act Reports, 2011-2015

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More than 6,500 state-level reports of children who died of abuse or neglect across 38 U.S. states.

Provided in collaboration with The Boston Globe

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Home Price Impact of Tax Cuts and Jobs Act of 2017

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A list of the estimated reduction in house values in about 3,000 counties throughout the United States as a result of 2017 policy changes.

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Emergency Rooms, Hospital Inspection Reports

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While CMS releases data on all types of hospital violations, ProPublica's ER Inspector specifically pulls out the violations related to ER care. You can see all violations in the raw CMS data.

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Politicians tracked by Politwoops

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A downloadable listing of all of the politicians whose Twitter accounts are tracked by Politwoops. Updates daily.

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IRS Audit Rates by County

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This data set contains the total number of income tax filings and the estimated number of audits per county, for the combined tax years 2012-15.

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U.S. Rape Clearance Data

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Summary data on how police jurisdictions process rape cases, based on public records requests from 103 law enforcement agencies in cities with populations over 300,000. 

Provided in collaboration with Newsy

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2018 Midterm Election Congressional Candidates

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A listing of active congressional candidates for the 2018 midterm elections, with some additional columns, as of September 21, 2018.

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City of Chicago Parking and Camera Ticket Data

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A detailed dataset of parking, vehicle compliance, and camera tickets issued in Chicago. Includes details on when and where tickets were issued, the violation for which the vehicle was cited, payment status and more.

Provided in collaboration with WBEZ

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The Mar-a-Lago Crowd Documents

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Documents obtained from the Department of Veterans Affairs showing how three outside advisers who often meet at Mar-a-Lago wield vast influence over the agency.

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LEADS Gang File Summary Data

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Counts of individuals added into the LEADS (Law Enforcement Agencies Data System) Gang File by Illinois state and local police in each year since 1993.

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Cook County Regional Gang Intelligence Database

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A snapshot of the gang database maintained by the sheriff’s office and jail in Cook County, Illinois, along with other law enforcement agencies. Personal identifiers have been removed.

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House Office Expenditure Data

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Data on official spending by the House of Representatives, including lawmakers’ offices, committee offices and administrative offices. 

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Spending at Trump Properties

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Details of spending at Trump properties by political campaigns and federal officials between 2015 and the present.

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Audio: Crying Children Inside a U.S. Customs and Border Protection Facility

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ProPublica obtained audio from inside a U.S. Customs and Border Protection facility, in which children can be heard wailing as an agent jokes, “We have an orchestra here.”

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Bryan Independent School District - Office for Civil Rights Investigation Emails

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Emails related to an Office for Civil Rights investigation into the Bryan (Texas) Independent School District’s disciplinary practices.

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Defense Environmental Restoration Program Sites

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Data on all cleanup efforts administered by the Department of Defense at current and former military locations as of 2015.

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Chicago Police Department Data on Gang Members

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This dataset contains descriptive information on individuals that the Chicago Police Department has classified as gang members. 

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Immigration and Customs Enforcement Arrest Data (2013-2017)

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This data set provides summary statistics, broken down by region, on the number and type of administrative arrests made by Immigrations and Customs Enforcement.

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Cook County Commercial and Industrial Property Tax Assessments

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This download includes three different data sets that were provided to ProPublica Illinois and the Chicago Tribune by the Cook County Assessor's Office.

Provided in collaboration with Chicago Tribune

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Voting Machine Age in 2016 Election

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County-level data indicating the first year voting machines in the 2016 election were used.

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Harris County Flood Control District Buyout Data

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Property buyouts in Harris County made by the Harris County Flood Control District between 1985 and 2017.

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White House Complex Visitor Logs

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A dataset of visitors to the White House complex between January 20, 2017 and September 6, 2017. Last updated Nov. 21, 2017 

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Northern Illinois Federal Gun Cases

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Bulk data about federal gun cases in the Illinois Northern District between January 2007 and October 2017.

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Consumer Bankruptcy Case Filings

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Raw data on bankruptcy cases from the Department of Justice, used in ProPublica's analysis of consumer bankruptcy between 2008 and 2015. 

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U.S. Congress: Bulk Data on Bills

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Thousands of bills are introduced in Congress during each session. This dataset contains metadata for every bill introduced, including sponsors, cosponsors, committee actions, floor votes and a summary, along with the data of the last modification to the bill.

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Documenting Hate News Index (Raw Data)

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News stories about hate crimes collected by Google News.

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Preferential Rents in New York City

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Data on where New York City landlords have taken advantage of a 2003 law enabling them to raise rents by more than the annual limits if they registered a high rent — often high above existing market rates — but charged tenants a lower, "preferential" rent. 

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Trump Administration Financial Disclosures

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A list of 750 Trump administration officials' financial disclosure forms, which lay out their financial holdings an employment backgrounds, and (when available) any ethics waivers provided to the official.  

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New York State Subsidy Programs

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Information on 12 major New York State subsidy programs, as received by ProPublica under Freedom of Information Law requests. 

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Alternative Schools in U.S. School Districts

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This data set provides an analysis of disparities between alternative and non-alternative schools across nearly 2,000 school districts. 

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Trump’s Beachhead Team Appointments

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ProPublica obtained a list of more than 1,000 Trump administration hires for beachhead teams, including dozens of lobbyists and some from far-right media. (Updated 8/31/17)

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Facebook Ad Categories

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A unique data set of Facebook ad groups and interest categories, collected by ProPublica reporters.

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2016 Election: Congressional and Presidential Candidates

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A listing of active presidential and congressional candidates for 2016, with some additional columns, as of November 3, 2016.

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CDC Mortality Data

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The CDC's mortality and cause-of-death data set. ProPublica used this data to report on the dangers of Tylenol overdose.

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Open Payments Raw Data Download

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Open Payments is a federal program, required by the Affordable Care Act, that collects information about the payments drug and device companies make to physicians and teaching hospitals,

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ACA Plan Compare Data (2014-2015)

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How is the cost of health insurance changing under the Affordable Care Act? This data compares differences between 2014 and 2015 ACA insurance plans.

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Medicare Part D Hepatitis C Prescribing Data (2014)

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Medicare Part D prescription data for Hepatitis C drugs in 2014. 

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PAC Donor Similarity Scores

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A data set of cosine similarity scores comparing 2014 PAC donors to Paul Ryan, the current Speaker of the House of Representatives, to other House members during the 113th Congress (2013-2014).

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ProPublica's Afghan Waste Data

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A unique data set, compiled by ProPublica reporters, that summarizes $17 billion in wasteful spending in Afghanistan.

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Commander's Emergency Response Program Data

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This dataset contains individual payments totaling $2 billion made by U.S. military commanders to the Afghan people during the Afghanistan war.

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Workers’ Compensation Premium Rate Data

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A state-by-state ranking of workers' compensation insurance rates paid by employers is produced every two years by Oregon’s Department of Consumer and Business Services.

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Workers’ Compensation State Reforms Data

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A detailed dataset summarizing major changes to state workers’ compensation laws since 2003.

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Tobacco Bonds Underwriting Pitches

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This data contains a summary of comments investment bankers made about credit rating agencies while pitching their underwriting services for tobacco bonds from 1999 onward.

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Amazon Pricing Data

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Data collected by ProPublica on product and shipping costs for 6,973 vendor listings of 250 best-selling products on Amazon.

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School Desegregation Orders Data

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Across the United States, some school districts are bound by orders to increase the racial integration of black and Latino students and improve their educational opportunities. This is a comprehensive data set of those desegregation orders from 1957 through December 2014.

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Medicare Part B Provider Utilization and Payment Data

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This data documents Medicare’s Part B program and the individual doctors and other health professionals serving more than 33 million seniors and disabled.

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Nursing Home Deficiencies Data

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The Centers for Medicare and Medicaid Services makes publicly available the full-text statements of nursing home deficiencies.

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Nursing Home Compare Data

Free

Use this dataset to compare nursing homes in a state based on the deficiencies cited by regulators and the penalties imposed in the past three years.

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COMPAS Recidivism Risk Score Data and Analysis

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Debt Collection Datasets

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This file contains data from a variety of state courts about how debt collectors and banks have used lawsuits to collect on old debts.

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Federal Air Marshal Misconduct Database

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Information on 5,214 cases of misconduct committed by federal air marshals and how they were disciplined.

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Medicare Part D Prescribing Data (2013)

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This is the Medicare Part D prescription data for 2012. The data include all drugs prescribed by doctors 11 or more times that year to Part D patients, including those 65 and older. 

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Medicare Part D Prescribing Data, Patients 65 or Older (2012)

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A detailed data set of Medicare Part D prescriptions written only for patients 65 or older in 2012. The data include all drugs prescribed by doctors 11 or more times to these patients in 2012. A lookup file is provided to match unique prescriber ID to a practitioner's DEA or NPI number or other identifier.

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Medicare Part D Prescribing Data, Patients 65 or Older (2011)

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A detailed data set of Medicare Part D prescriptions written only for patients 65 or older in 2011. The data include all drugs prescribed by doctors 11 or more times to these patients in 2012. A lookup file is provided to match unique prescriber ID to a practitioner's DEA or NPI number or other identifier.

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Free the Files Filing Data

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Data on approximately $1.2 billion in political ad buys in 33 markets during the 2012 election. This data set was created by nearly 1,000 volunteers and curated by ProPublica reporters.  

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Medicare Part D Prescribing Data (2012)

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A detailed data set of prescriptions written by providers under the Medicare Part D program, including all drugs prescribed to Part D patients 11 or more times during 2012. 

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Restraint and Seclusion Data

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This data contains all instances of restraints and seclusions that public schools self-reported during the 2011-2012 school year. It is broken down by state, district, and school.

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Medicare Part D Prescribing Data (2011)

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A detailed data set of prescriptions written by providers under the Medicare Part D program, including all drugs prescribed to Part D patients 11 or more times during 2011. 

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Medicare Part D Prescribing Data (2010)

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A detailed data set of prescriptions written by providers under the Medicare Part D program, including all drugs prescribed to Part D patients 11 or more times during 2010. 

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Pipeline Safety Data

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The U.S. Pipeline & Hazardous Materials Safety Administration documents incidents affecting more than 2.5 million miles of oil and gas pipelines each year.

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