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PDF Editor FAQ

Why did Ben Carson not answer when asked if Donald Trump could benefit from Department of Housing and Urban Develop loans?

Ben Carson doesn’t know enough about HUD to really be sure that Trump and Co. couldn’t take advantage of any of its programs (neither do I…but I haven’t been tapped to run it!). Elizabeth Warren was putting him in an obvious trap: make Ben Carson make an eminently reasonable promise in the moment that may turn out to be not true later.Carson’s response was enough to indicate that he realized the danger and wouldn’t make the promise. Of course, that’s fine with Elizabeth Warren who did a good job of exposing Carson’s ignorance and making it look like he’s fine with Trump taking advantage of programs intended to support affordable housing efforts.I’d say that Elizabeth Warren won this exchange.

Where on the web can I find free samples of Big Data sets, of, e.g., countries, cities, or individuals, to analyze?

This link list, available on Github, is quite long and thorough: caesar0301/awesome-public-datasets You will see many census data sources listed. Then the challenge becomes how to get to what you really want and can use.Note that this list also references a Quora answer that also includes a long list: Where can I find large datasets open to the public?For your convenience, I've copied the list of lists as it stood in January 2015 here, but won't be updating it:Awesome Public DatasetsThis list of public data sourcesare collected and tidyed from blogs, answers, and user reponses. Most of the data sets listed below are free, however, some are not. Other amazingly awesome lists can be found in theawesome-awesomeness andanother awesome list.AgricultureU.S. Department of Agriculture's PLANTS DatabaseBiology1000 GenomesCollaborative Research in Computational Neuroscience (CRCNS)Gene Expression Omnibus (GEO)Human Microbiome Project (HMP)ICOS PSP BenchmarkMIT Cancer Genomics DataNIH Microarray data (FTP)Protein Data BankPubChem ProjectPubGene (now Coremine Medical)Stanford Microarray DataThe Personal Genome Project or PGPUCSC Public DataUniGeneClimate/WeatherAustralian WeatherCanadian Meteorological CentreClimate Data from UEA (updated monthly)Global Climate Data Since 1929NOAA Bering Sea ClimateNOAA Climate DatasetsNOAA Realtime Weather ModelsWU Historical Weather WorldwideComplex NetworksCrossRef DOI URLsDBLP Citation datasetNBER Patent CitationsNIST complex networks data collectionProtein-protein interaction networkPyPI and Maven Dependency NetworkScopus Citation DatabaseStanford GraphBase (Steven Skiena)Stanford Large Network Dataset CollectionThe Koblenz Network CollectionThe Laboratory for Web Algorithmics (UNIMI)UCI Network Data RepositoryUFL sparse matrix collectionWSU Graph DatabaseComputer Networks3.5B Web Pages from CommonCraw 201253.5B Web clicks of 100K users in Indiana Univ.CAIDA Internet DatasetsClueWeb09 - 1B web pagesClueWeb12 - 733M web pagesCommonCrawl Web Data over 7 yearsCRAWDAD Wireless datasets from Dartmouth Univ.Open Mobile Data by MobiPerfUCSD Network Telescope, IPv4 /8 netData ChallengesChallenges in Machine LearningDrivenData Competitions for Social GoodICWSM Data Challenge (since 2009)Kaggle Competition DataKDD Cup by Tencent 2012Localytics Data Visualization ChallengeNetflix PrizeYelp Dataset ChallengeEconomicsAmerican Economic Ass (AEA)EconData from UMDInternet Product Code DatabaseEnergyAMPdsBLUEdCOMBEDDataportECOEIAHFEDiAWEPlaidREDDUK-DaleFinanceCBOE Futures ExchangeGoogle FinanceGoogle TrendsNASDAQOANDAOSU Financial dataQuandlSt Louis FederalYahoo FinanceGeoSpace/GISBODC - marine data of ~22K varsEOSDIS - NASA's earth observing system dataFactual Global Location DataGlobal Administrative Areas Database (GADM)Geo Spatial Data from ASUGeoNames WorldwideNatural Earth - vectors and rasters of the worldOpen Street Map (OSM)TIGER/Line - U.S. boundaries and roadsTwoFishes - Foursquare's coarse geocoderTZ Timezones shapfilesGovernmentAustralia (abs.gov.au)Australia (data.gov.au)CanadaChicagoEuroStatFedStatsGermanyGlasgow, Scotland, UKGuardian world governmentsLondon Datastore, UKMassGIS, Massachusetts, U.S.NetherlandsNew ZealandNYC betanycNYC Open DataOECDOpen Government Data (OGD) Platform IndiaSan Francisco Data setsSouth AfricaThe World BankU.K. Government DataU.S. American Community SurveyU.S. CDC Public Health datasetsU.S. Census BureauU.S. Department of Housing and Urban Development (HUD)U.S. Federal Government AgenciesU.S. Federal Government Data CatalogU.S. Food and Drug Administration (FDA)U.S. Open GovernmentUK 2011 Census Open Atlas ProjectUnited NationsHealthcareEHDP Large Health Data SetsGapminder World, demographic databasesMedicare Coverage Database (MCD), U.S.Medicare Data Engine of medicare.gov DataMedicare Data FileImage Processing2GB of Photos of CatsFace Recognition BenchmarkImageNet - an image database in WordNet hierarchyMachine LearningDelve Datasets for classification and regression (Univ. of Toronto)Discogs Monthly DataeBay Online Auctions (2012)IMDb DatabaseKeel Repository for classification, regression and time seriesLending Club Loan DataMachine Learning Data Set RepositoryMillion Song DatasetMore Song DatasetsMovieLens Data SetsRDataMining - "R and Data Mining" ebook dataRegistered Meteorites on EarthRestaurants Health Score Data in San FranciscoUCI Machine Learning RepositoryYahoo! Ratings and Classification DataMuseumsCooper-Hewitt's Collection DatabaseMinneapolis Institute of Arts metadataTate Collection metadataThe Getty vocabulariesNatural LanguageClueWeb09 FACCClueWeb12 FACCDBpedia - 4.58M things with 583M factsFlickr Personal TaxonomiesGoogle Books Ngrams (2.2TB)Google Web 5gram (1TB, 2006)Gutenberg eBooks ListHansards text chunks of Canadian ParliamentMachine Translation of European languagesSMS Spam Collection in EnglishUSENET postings corpus of 2005~2011Wikidata - Wikipedia databasesWikipedia Links data - 40 Million Entities in ContextWordNet databases and toolsPhysicsCERN Open Data PortalNSSDC (NASA) data of 550 space spacecraftPublic DomainsAmazonArchive.org DatasetsCMU JASA data archiveCMU StatLab collectionsData360Datamob.orgGoogleInfochimpsKDNuggets Data CollectionsNumbrayReddit DatasetsRevolutionAnalytics CollectionSample R data setsStats4Stem R data setsStatSci.orgThe Washington Post ListUCLA SOCR data collectionUFO ReportsWikileaks 911 pager interceptsYahoo WebscopeSearch EnginesAcademic Torrents of data sharing from UMBArchive-it from Internet ArchiveDatahub.ioDataMarket (Qlik)Freebase.com of people, places, and thingsHarvard Dataverse Network of scientific dataICPSR (UMICH)Statista.com - statistics and StudiesSocial SciencesAncestry.com Forum Dataset over 10 yearsCMU Enron Email of 150 usersFacebook Data Scrape (2005)Facebook Social Networks from LAW (since 2007)Foursquare Social Network in 2010, 2011Foursquare from UMN/Sarwat (2013)General Social Survey (GSS) since 1972GetGlue - users rating TV showsGitHub Collaboration ArchiveMobile Social Networks from UMASSPewResearch Internet Survey ProjectSourceForge.net Research DataStackExchange Data ExplorerTitanic Survival Data SetTwitter Graph of entire Twitter siteUCB's Archive of Social Science Data (D-Lab)UCLA Social Sciences Data ArchiveUNIMI/LAW Social Network DatasetsUniversities WorldwideUPJOHN for Labor Employment ResearchYahoo! Graph and Social DataYoutube Video Social Graph in 2007,2008SportsBetfair Historical Exchange DataCricsheet Matches (baseball)Ergast Formula 1, from 1950 up to date (API)Football/Soccer resouces (data and APIs)Lahman's Baseball DatabaseRetrosheet Baseball StatisticsTime SeriesTime Series Data Library (TSDL) from MUUC Riverside Time Series DatasetTransportationAirlines OD Data 1987-2008Bike Share Systems (BSS) collectionHubway Million Rides in MAMarine Traffic - ship tracks, port calls and moreNYC Taxi Trip Data 2013 (FOIA/FOILed)OpenFlights - airport, airline and route dataRITA Airline On-Time Performance dataRITA/BTS transport data collection (TranStat)Transport for London (TFL)Travel Tracker Survey (TTS) for ChicagoU.S. Bureau of Transportation Statistics (BTS)U.S. Domestic Flights 1990 to 2009U.S. Freight Analysis Framework since 2007Complementary CollectionsDataWrangling: Some Datasets Available on the WebInside-r: Finding Data on the InternetQuora: Where can I find large datasets open to the public?like being punched in the brain!: 100+ Interesting Data Sets for StatisticsStaTrek: Leveraging open data to understand urban lives"Source: Xiaming's Github caesar0301/awesome-public-datasets, January 2015. Please go to Github for this and other updated lists.

Where can I find large datasets open to the public?

Reposting from Alan Morrison's answer to Where on the web can I find free samples of Big Data sets, of, e.g., countries, cities, or individuals, to analyze?This link list, available on Github, is quite long and thorough: caesar0301/awesome-public-datasets You will see many census data sources listed. Then the challenge becomes how to get to what you really want and can use.Note that this list also references a Quora answer that also includes a long list: Where can I find large datasets open to the public?For your convenience, I've copied the list of lists as it stood in January 2015 here, but won't be updating it:Awesome Public DatasetsThis list of public data sourcesare collected and tidyed from blogs, answers, and user reponses. Most of the data sets listed below are free, however, some are not. Other amazingly awesome lists can be found in theawesome-awesomeness andanother awesome list.AgricultureU.S. Department of Agriculture's PLANTS DatabaseBiology1000 GenomesCollaborative Research in Computational Neuroscience (CRCNS)Gene Expression Omnibus (GEO)Human Microbiome Project (HMP)ICOS PSP BenchmarkMIT Cancer Genomics DataNIH Microarray data (FTP)Protein Data BankPubChem ProjectPubGene (now Coremine Medical)Stanford Microarray DataThe Personal Genome Project or PGPUCSC Public DataUniGeneClimate/WeatherAustralian WeatherCanadian Meteorological CentreClimate Data from UEA (updated monthly)Global Climate Data Since 1929NOAA Bering Sea ClimateNOAA Climate DatasetsNOAA Realtime Weather ModelsWU Historical Weather WorldwideComplex NetworksCrossRef DOI URLsDBLP Citation datasetNBER Patent CitationsNIST complex networks data collectionProtein-protein interaction networkPyPI and Maven Dependency NetworkScopus Citation DatabaseStanford GraphBase (Steven Skiena)Stanford Large Network Dataset CollectionThe Koblenz Network CollectionThe Laboratory for Web Algorithmics (UNIMI)UCI Network Data RepositoryUFL sparse matrix collectionWSU Graph DatabaseComputer Networks3.5B Web Pages from CommonCraw 201253.5B Web clicks of 100K users in Indiana Univ.CAIDA Internet DatasetsClueWeb09 - 1B web pagesClueWeb12 - 733M web pagesCommonCrawl Web Data over 7 yearsCRAWDAD Wireless datasets from Dartmouth Univ.Open Mobile Data by MobiPerfUCSD Network Telescope, IPv4 /8 netData ChallengesChallenges in Machine LearningDrivenData Competitions for Social GoodICWSM Data Challenge (since 2009)Kaggle Competition DataKDD Cup by Tencent 2012Localytics Data Visualization ChallengeNetflix PrizeYelp Dataset ChallengeEconomicsAmerican Economic Ass (AEA)EconData from UMDInternet Product Code DatabaseEnergyAMPdsBLUEdCOMBEDDataportECOEIAHFEDiAWEPlaidREDDUK-DaleFinanceCBOE Futures ExchangeGoogle FinanceGoogle TrendsNASDAQOANDAOSU Financial dataQuandlSt Louis FederalYahoo FinanceGeoSpace/GISBODC - marine data of ~22K varsEOSDIS - NASA's earth observing system dataFactual Global Location DataGlobal Administrative Areas Database (GADM)Geo Spatial Data from ASUGeoNames WorldwideNatural Earth - vectors and rasters of the worldOpen Street Map (OSM)TIGER/Line - U.S. boundaries and roadsTwoFishes - Foursquare's coarse geocoderTZ Timezones shapfilesGovernmentAustralia (abs.gov.au)Australia (data.gov.au)CanadaChicagoEuroStatFedStatsGermanyGlasgow, Scotland, UKGuardian world governmentsLondon Datastore, UKMassGIS, Massachusetts, U.S.NetherlandsNew ZealandNYC betanycNYC Open DataOECDOpen Government Data (OGD) Platform IndiaSan Francisco Data setsSouth AfricaThe World BankU.K. Government DataU.S. American Community SurveyU.S. CDC Public Health datasetsU.S. Census BureauU.S. Department of Housing and Urban Development (HUD)U.S. Federal Government AgenciesU.S. Federal Government Data CatalogU.S. Food and Drug Administration (FDA)U.S. Open GovernmentUK 2011 Census Open Atlas ProjectUnited NationsHealthcareEHDP Large Health Data SetsGapminder World, demographic databasesMedicare Coverage Database (MCD), U.S.Medicare Data Engine of medicare.gov DataMedicare Data FileImage Processing2GB of Photos of CatsFace Recognition BenchmarkImageNet - an image database in WordNet hierarchyMachine LearningDelve Datasets for classification and regression (Univ. of Toronto)Discogs Monthly DataeBay Online Auctions (2012)IMDb DatabaseKeel Repository for classification, regression and time seriesLending Club Loan DataMachine Learning Data Set RepositoryMillion Song DatasetMore Song DatasetsMovieLens Data SetsRDataMining - "R and Data Mining" ebook dataRegistered Meteorites on EarthRestaurants Health Score Data in San FranciscoUCI Machine Learning RepositoryYahoo! Ratings and Classification DataMuseumsCooper-Hewitt's Collection DatabaseMinneapolis Institute of Arts metadataTate Collection metadataThe Getty vocabulariesNatural LanguageClueWeb09 FACCClueWeb12 FACCDBpedia - 4.58M things with 583M factsFlickr Personal TaxonomiesGoogle Books Ngrams (2.2TB)Google Web 5gram (1TB, 2006)Gutenberg eBooks ListHansards text chunks of Canadian ParliamentMachine Translation of European languagesSMS Spam Collection in EnglishUSENET postings corpus of 2005~2011Wikidata - Wikipedia databasesWikipedia Links data - 40 Million Entities in ContextWordNet databases and toolsPhysicsCERN Open Data PortalNSSDC (NASA) data of 550 space spacecraftPublic DomainsAmazonArchive.org DatasetsCMU JASA data archiveCMU StatLab collectionsData360Datamob.orgGoogleInfochimpsKDNuggets Data CollectionsNumbrayReddit DatasetsRevolutionAnalytics CollectionSample R data setsStats4Stem R data setsStatSci.orgThe Washington Post ListUCLA SOCR data collectionUFO ReportsWikileaks 911 pager interceptsYahoo WebscopeSearch EnginesAcademic Torrents of data sharing from UMBArchive-it from Internet ArchiveDatahub.ioDataMarket (Qlik)Freebase.com of people, places, and thingsHarvard Dataverse Network of scientific dataICPSR (UMICH)Statista.com - statistics and StudiesSocial SciencesAncestry.com Forum Dataset over 10 yearsCMU Enron Email of 150 usersFacebook Data Scrape (2005)Facebook Social Networks from LAW (since 2007)Foursquare Social Network in 2010, 2011Foursquare from UMN/Sarwat (2013)General Social Survey (GSS) since 1972GetGlue - users rating TV showsGitHub Collaboration ArchiveMobile Social Networks from UMASSPewResearch Internet Survey ProjectSourceForge.net Research DataStackExchange Data ExplorerTitanic Survival Data SetTwitter Graph of entire Twitter siteUCB's Archive of Social Science Data (D-Lab)UCLA Social Sciences Data ArchiveUNIMI/LAW Social Network DatasetsUniversities WorldwideUPJOHN for Labor Employment ResearchYahoo! Graph and Social DataYoutube Video Social Graph in 2007,2008SportsBetfair Historical Exchange DataCricsheet Matches (baseball)Ergast Formula 1, from 1950 up to date (API)Football/Soccer resouces (data and APIs)Lahman's Baseball DatabaseRetrosheet Baseball StatisticsTime SeriesTime Series Data Library (TSDL) from MUUC Riverside Time Series DatasetTransportationAirlines OD Data 1987-2008Bike Share Systems (BSS) collectionHubway Million Rides in MAMarine Traffic - ship tracks, port calls and moreNYC Taxi Trip Data 2013 (FOIA/FOILed)OpenFlights - airport, airline and route dataRITA Airline On-Time Performance dataRITA/BTS transport data collection (TranStat)Transport for London (TFL)Travel Tracker Survey (TTS) for ChicagoU.S. Bureau of Transportation Statistics (BTS)U.S. Domestic Flights 1990 to 2009U.S. Freight Analysis Framework since 2007Complementary CollectionsDataWrangling: Some Datasets Available on the WebInside-r: Finding Data on the InternetQuora: Where can I find large datasets open to the public?like being punched in the brain!: 100+ Interesting Data Sets for StatisticsStaTrek: Leveraging open data to understand urban lives"Source: Xiaming's Github caesar0301/awesome-public-datasets, January 2015. Please go to Github for this and other updated lists.

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