Please visit this link

https://developers.facebook.com/tools/explorer

install.packages("twitteR")

And load it:

library(twitteR)

Go here:

apps.twitter.com

The Twitter package requires that you pass your “credentials” before you make any data requests. After you run the code below, choose 'Using direct authentication.'

setup_twitter_oauth(consumer_key="TEXTOFYOURKEYHERE",
                    consumer_secret="TEXTOFYOURSECRETHERE",
                    access_token="TEXTOFACCESSTOKENHERE", 
                    access_secret="TEXTOFACCESSSECRETHERE")

[1] "Using direct authentication"

user <- getUser("chris_bail")

tweets<-userTimeline(user)
tweets

[[1]]
[1] "chris_bail: @c_schwemmer @msalganik No problem- sorry for the hassle (this is our first time livestreaming this event)"

[[2]]
[1] "chris_bail: @anna_fil @calebthompson @msalganik Yes we are hoping to archive all talks but not yet sure when they will be posted- hopefully very soon."

[[3]]
[1] "chris_bail: @c_schwemmer @msalganik Also please try another browser- appears to work better on Firefox/Safari than Chrome."

[[4]]
[1] "chris_bail: @c_schwemmer @msalganik Looks like you might just need to refresh your browser after the coffee breaks"

[[5]]
[1] "chris_bail: @c_schwemmer @msalganik Working on it sorry"

[[6]]
[1] "chris_bail: All slides and code for the Summer Institute in Computational Social Science #SICSS2017 are available here: https://t.co/d0Sm6IdR9t"

[[7]]
[1] "chris_bail: Watch @msalganik talk about ethics live at #SCISS2017: https://t.co/RE64z1urMG"

[[8]]
[1] "chris_bail: audio for livestream of #SICSS at Princeton should be working now: https://t.co/9oA7ImZWDt"

[[9]]
[1] "chris_bail: @jeffswin Looks like it's going to take ~10 minutes to fix this- sorry! Eventually this lecture will be archived an… https://t.co/4gFTrCmx46"

[[10]]
[1] "chris_bail: @jeffswin Matt is arguing that comp soc science needs a capacious definition given that the field is inherently interdisciplinary."

[[11]]
[1] "chris_bail: @jeffswin Sorry- just talked to the sound guy should be online soon."

[[12]]
[1] "chris_bail: Watch @msalganik on \"what is computational social science\" on the #SICSS2017 livestream at 9:10 this morning: https://t.co/VgRxRqdDfb"

[[13]]
[1] "chris_bail: livestream for #SICSS will begin in ~10 minutes here: https://t.co/VgRxRqdDfb"

[[14]]
[1] "chris_bail: Livestream of Summer Institute in Computational Social Science at Princeton begins tomorrow at 9AM! https://t.co/RJvGMKYYJs"

[[15]]
[1] "chris_bail: @JessicaScott09 @mbfhunzaker We are hoping to put them on YouTube but there may be some permissions issues."

[[16]]
[1] "chris_bail: 2/2 Remember all lectures assume basic coding knowledge, which you can get from these DataCamp courses: https://t.co/d0Sm6IdR9t"

[[17]]
[1] "chris_bail: 1/2 Summer Institute in Comp. Social Science begins June 19th at 9am! Watch the live stream here: https://t.co/IlPdj0JZlT"

friends<-user$getFriends()

friends

$`157466475`
[1] "mollyeroberts"

$`3639333494`
[1] "mollyllewis"

$`104427626`
[1] "anna_fil"

$`1606636968`
[1] "dustintingley"

$`574924256`
[1] "mbfhunzaker"

$`15425914`
[1] "jboy"

$`389562551`
[1] "annliffey"

$`1075005146`
[1] "Hegghammer"

$`300845635`
[1] "hoffman_bruce"

$`151935833`
[1] "JessicaEStern"

$`1323603420`
[1] "MiaMBloom"

$`47101500`
[1] "intelwire"

$`709782739`
[1] "Drjohnhorgan"

$`997629601`
[1] "danieldennett"

$`4020908843`
[1] "Dr4Liters"

$`359188534`
[1] "simongerman600"

$`25073877`
[1] "realDonaldTrump"

$`813286`
[1] "BarackObama"

$`180535644`
[1] "esglaude"

$`19822064`
[1] "mathieuhikaru"

$`59107017`
[1] "pmnapoli"

$`22717141`
[1] "kwcollins"

$`16630192`
[1] "c_j_pascoe"

$`2163559417`
[1] "DrDaronAcemoglu"

$`36653441`
[1] "jugander"

$`49686679`
[1] "CarnegieCorp"

$`46959678`
[1] "DMogahed"

$`783792992`
[1] "IlhanMN"

$`822287496`
[1] "AmaneyJamal"

$`545202357`
[1] "CityofDurhamNC"

$`48905702`
[1] "SLMsociology"

$`781236268051075072`
[1] "MikeHoutNY"

$`452672716`
[1] "MannMarcus"

$`14659447`
[1] "blurky"

$`785284514947932160`
[1] "thomasrdavidson"

$`815673126818299904`
[1] "alliecmorgan"

$`1051171`
[1] "EthanZ"

$`510797204`
[1] "nadiamarzouki1"

$`2476794959`
[1] "MichelleSPhelps"

$`48120914`
[1] "SopanDeb"

$`831320825676648448`
[1] "EchoBot3"

$`826902673010073600`
[1] "briR1009"

$`30699754`
[1] "rcallimachi"

$`7855062`
[1] "Susan_Hennessey"

$`15394533`
[1] "deborahestrin"

$`102768569`
[1] "hardsci"

$`4515151`
[1] "p_barbera"

$`114870265`
[1] "PeterBeinart"

$`131270980`
[1] "mandyhitchcock"

$`74513686`
[1] "tpaschel"

$`2834615343`
[1] "fdokshin"

$`788360237489221632`
[1] "d_pettinicchio"

$`3642336197`
[1] "SociusJournal"

$`22834340`
[1] "ellingwood"

$`90155533`
[1] "ShlomoArgamon"

$`531071556`
[1] "TrevonDLogan"

$`785300408721772544`
[1] "ettchaney"

$`15871237`
[1] "tonyhschu"

$`28103096`
[1] "gewuerfel"

$`3392633769`
[1] "b_m_stewart"

$`2492016278`
[1] "AdrianRaftery1"

$`2400251773`
[1] "ellenberrey"

$`3003350403`
[1] "milleridriss"

$`8392632`
[1] "jonathonmorgan"

$`755113`
[1] "ShaunKing"

$`463765807`
[1] "Nate_Cohn"

$`46115709`
[1] "andrealeepress"

$`1444767164`
[1] "BerlinerLufti"

$`600244924`
[1] "_harukimurakami"

$`2851146208`
[1] "YourPaperSucks"

$`34721078`
[1] "cerenbudak"

$`20167623`
[1] "kdnuggets"

$`57187580`
[1] "chrishwiggins"

$`94850603`
[1] "jasonjones_jjj"

$`19202628`
[1] "winteram"

$`151620679`
[1] "KAGoss"

$`1198481`
[1] "sewellchan"

$`353153122`
[1] "PamOliver1180"

$`14773649`
[1] "alexleavitt"

$`312862050`
[1] "juergensmeyer"

$`158106469`
[1] "haldaume3"

$`15166546`
[1] "brendan642"

$`199354165`
[1] "cptrandomfact"

$`64219646`
[1] "schradie"

$`39010299`
[1] "xieyihui"

$`3546415996`
[1] "fmerhout89"

$`2170361156`
[1] "shapingjazz"

$`228807035`
[1] "ned_smith"

$`252397899`
[1] "henryfarrell"

$`213798878`
[1] "C_Orsborn"

$`358286981`
[1] "S2Scampaign"

$`229564414`
[1] "minebocek"

$`29757971`
[1] "j_a_tucker"

$`1376401838`
[1] "iyadrahwan"

$`14184263`
[1] "jasonrhody"

$`2162955902`
[1] "DaveASiegel"

$`405579653`
[1] "BraniffBill"

$`33741541`
[1] "mpac_national"

$`2291498240`
[1] "QWiktorowicz"

$`56341402`
[1] "barabasi"

$`138523104`
[1] "schanzerdavid"

$`1516854644`
[1] "dawn_t_robinson"

$`1517777833`
[1] "PennyEMN"

$`2460460178`
[1] "FitzGeraldUCSD"

$`2533353349`
[1] "YuXie3"

$`3309160537`
[1] "ProfEarl"

$`3384561472`
[1] "abortionpolitic"

$`1268764082`
[1] "RBrulle"

$`382214208`
[1] "Jdos_WoT"

$`2329657867`
[1] "JurgenPfeffer"

$`46694973`
[1] "jgerteis"

$`1049660520`
[1] "jdawncarlson"

$`718219691`
[1] "DobbinFrank"

$`2375787932`
[1] "rjemigh"

$`726552444625408000`
[1] "socarxiv"

$`27911117`
[1] "tysonbrown"

$`21563045`
[1] "lisa_pearce"

$`423696286`
[1] "mgmcquarrie"

$`53191194`
[1] "pardoguerra"

$`262484862`
[1] "hartm021"

$`2906820023`
[1] "EnglandPaula"

$`46243937`
[1] "tony_jack"

$`3214181795`
[1] "hedwig_lee"

$`1415713328`
[1] "jennbkane"

$`3947882843`
[1] "vantrannyc"

$`1478673560`
[1] "stamp"

$`324405898`
[1] "kevankharris"

$`562017267`
[1] "TPTrost"

$`151845677`
[1] "davideaglephd"

$`2645602164`
[1] "AcademiaObscura"

$`2303751216`
[1] "FiveThirtyEight"

$`2505271093`
[1] "R_Programming"

$`96141429`
[1] "jsssms"

$`627030795`
[1] "JennieBrand1"

$`16330659`
[1] "sgonzalezbailon"

$`429393561`
[1] "davidsmeyer1"

$`342250615`
[1] "rOpenSci"

$`14109167`
[1] "flowingdata"

$`2598162997`
[1] "ML_NLP"

$`3632690835`
[1] "devah_pager"

$`566734344`
[1] "MattLWilliams"

$`217171485`
[1] "SethS_D"

$`4597853354`
[1] "d3js_org"

$`27566718`
[1] "Emirbayer"

$`23450421`
[1] "DukeU"

$`4795519550`
[1] "NaomiUCPress"

$`295256096`
[1] "CarrboroTownGov"

$`2497369819`
[1] "AllisonLazard"

$`14245341`
[1] "Chanders"

$`4731316813`
[1] "cristobalyoung5"

$`188046229`
[1] "benjbach"

$`3256486623`
[1] "Meagan_Levinson"

$`22877176`
[1] "bartbonikowski"

$`587078135`
[1] "YPPDana"

$`4194943109`
[1] "tedstanekIV"

$`4245547949`
[1] "just_shelter"

$`2894084200`
[1] "WesternBruce"

$`234490460`
[1] "dtchimp"

$`104360244`
[1] "nateschenkkan"

$`4179884525`
[1] "BestLaidPlansTM"

$`4149767075`
[1] "NMDeterding"

$`673953`
[1] "nytlabs"

$`3119988399`
[1] "GoogleTrends"

$`16047639`
[1] "thosjleeper"

$`2613859267`
[1] "rstudiotips"

$`43593`
[1] "mbostock"

$`2720877595`
[1] "r2d3us"

$`46486816`
[1] "ramnath_vaidya"

$`316842679`
[1] "cpsievert"

$`626153374`
[1] "mcramosflor"

$`322586448`
[1] "mckennapsean"

$`14517538`
[1] "derekwillis"

$`12307352`
[1] "achoifitz"

$`3257443497`
[1] "mtaylor_soc"

$`2727652140`
[1] "allison_pugh"

$`2925595632`
[1] "ForrestDStuart"

$`3386939842`
[1] "davidgrusky"

$`2679770888`
[1] "RNPitt"

$`3357208594`
[1] "asr_journal"

$`3349632491`
[1] "jlegewie"

$`3293218804`
[1] "McwWaters"

$`2800873811`
[1] "opatters1"

$`2835428081`
[1] "LauraK_Nelson"

$`3299359349`
[1] "frye_maggie"

$`46276118`
[1] "dmimno"

$`152862026`
[1] "EdwardTufte"

$`16427613`
[1] "DukeSSRI"

$`49484498`
[1] "Yangguobin"

$`2506880772`
[1] "NapNeverSlept"

$`3070233150`
[1] "RProgLangRR"

$`2835152008`
[1] "achimedelmann"

$`29711511`
[1] "chapelhillgov"

$`373639969`
[1] "IngridMattson"

$`3018500140`
[1] "rahsaanmax"

$`21733692`
[1] "WajahatAli"

$`612515893`
[1] "Yang_Tiantian"

$`2821330426`
[1] "JLeeSoc"

$`579299426`
[1] "stevenstrogatz"

$`2980617490`
[1] "BailVR"

$`351843868`
[1] "Mrmurphy32"

$`759249`
[1] "deaneckles"

$`607585401`
[1] "DukeSociology"

$`2905248605`
[1] "carolinewlee"

$`2507326398`
[1] "DeanaRohlinger1"

$`1699604941`
[1] "rasmus_kleis"

$`1382875202`
[1] "CharlesKurzman"

$`62777265`
[1] "fgilardi"

$`2793375561`
[1] "mdesoucey"

$`216122857`
[1] "robfordmancs"

$`263122187`
[1] "liamswiss"

$`2781092388`
[1] "povertyscholar"

$`2782798418`
[1] "JohnWMohr"

$`18309026`
[1] "mcorey"

$`513729516`
[1] "RobertWuthnow"

$`157100906`
[1] "bogdanstate"

$`76228303`
[1] "SolomonMg"

$`20963651`
[1] "seanjtaylor"

$`29509441`
[1] "atfmt"

$`6334772`
[1] "eytan"

$`2740582008`
[1] "AVerdery"

$`2707409988`
[1] "GhostfaceWiller"

$`9963832`
[1] "alondra"

$`247975042`
[1] "Prof_Kennedy"

$`42812812`
[1] "azarias"

$`237254045`
[1] "treycausey"

$`71643224`
[1] "conradhackett"

$`1158907603`
[1] "StackOverflowR"

$`2544703982`
[1] "epopppp"

$`16278030`
[1] "nicholasbloom"

$`2527635985`
[1] "mabelberezin"

$`377423498`
[1] "jswelburn"

$`2510542189`
[1] "ProfessorWherry"

$`16174144`
[1] "peterdodds"

$`776995651`
[1] "RobVargas21"

$`1018910414`
[1] "johnskrentny"

$`33838201`
[1] "googleresearch"

$`2427652800`
[1] "DaveBrady72"

$`1615252842`
[1] "WeedenKim"

$`368930508`
[1] "SarahDamaske"

$`983978676`
[1] "MAliKadivar"

$`2159593434`
[1] "accidental__aRt"

$`2359997047`
[1] "Amin_Ghaziani"

$`2333551188`
[1] "Steve_McD1"

$`34249543`
[1] "jsradford"

$`2288529516`
[1] "TayWhittenBrown"

$`2234743396`
[1] "_Roscigno"

$`18165124`
[1] "davekarpf"

$`93476253`
[1] "dfreelon"

$`1891806212`
[1] "AcademicsSay"

$`75641981`
[1] "Ognyanova"

$`21457294`
[1] "kevinkarpiak"

$`39739372`
[1] "hambrickb"

$`18171033`
[1] "j_farrell"

$`110050273`
[1] "justingrimmer"

$`703642807`
[1] "ryanalight"

$`48178296`
[1] "jpdig"

$`214272214`
[1] "sinanaral"

$`17071048`
[1] "pewinternet"

$`235261861`
[1] "rstudio"

$`15379361`
[1] "johnmyleswhite"

$`144592995`
[1] "Rbloggers"

$`69133574`
[1] "hadleywickham"

$`16629994`
[1] "bkeegan"

$`134970902`
[1] "nkwarikoo"

$`17001490`
[1] "jricole"

$`216602910`
[1] "M_P_Jeffries"

$`60462205`
[1] "ProfHacker"

$`1084834597`
[1] "sgadarian"

$`145097709`
[1] "toddgitlin"

$`20715956`
[1] "PrincetonUPress"

$`18463930`
[1] "drewconway"

$`118263124`
[1] "stanfordnlp"

$`11975742`
[1] "SocProf"

$`661613`
[1] "alexhanna"

$`16017475`
[1] "NateSilver538"

$`9893772`
[1] "zotero"

$`768147122`
[1] "CharlieSeguin"

$`272618560`
[1] "adam_slez"

$`1415772073`
[1] "AVPapachristos"

$`1934637625`
[1] "sobieraj"

$`1441548582`
[1] "elarmstr"

$`353468497`
[1] "ErikBleich1"

$`14075928`
[1] "TheOnion"

$`35773039`
[1] "TheAtlantic"

$`12413032`
[1] "chronicle"

$`78533358`
[1] "contextsmag"

$`321563970`
[1] "JessicaCalarco"

$`1631373060`
[1] "gabe_ignatow"

$`15649207`
[1] "jimiadams"

$`152143`
[1] "eszter"

$`64001425`
[1] "craigjcalhoun"

$`54980057`
[1] "chrisuggen"

$`186317110`
[1] "asociologist"

$`51113995`
[1] "smgaddis"

$`577378564`
[1] "AndrewJPerrin"

$`37213193`
[1] "davidlazer"

$`26000689`
[1] "duncanjwatts"

$`788363167`
[1] "NAChristakis"

$`153551872`
[1] "TheSocietyPages"

$`1450594406`
[1] "SociologicalSci"

$`54958940`
[1] "jeffswin"

$`1151477612`
[1] "profmattwray"

$`1458440143`
[1] "mlamont6"

$`409259089`
[1] "Haj_Y"

$`4509741`
[1] "msalganik"

$`4111281`
[1] "fetner"

$`32386320`
[1] "fabiorojas"

$`22749856`
[1] "Gephi"

$`360746350`
[1] "emily_erikson"

$`2329921`
[1] "ladamic"

$`7144422`
[1] "lifehacker"

$`477336353`
[1] "kreissdaniel"

$`61905793`
[1] "kta_nc"

$`111412844`
[1] "mintytem"

$`919294448`
[1] "paul_dimaggio"

$`383896635`
[1] "matthewDmathias"

$`65375759`
[1] "zeynep"

$`18250336`
[1] "ASAnews"

$`381592902`
[1] "GabrielRossman"

$`4044061`
[1] "braydenk"

$`17580275`
[1] "ei_schwartz"

$`29193463`
[1] "shamuskhan"

$`38047391`
[1] "familyunequal"

$`116630713`
[1] "monkeycageblog"

$`572883472`
[1] "HowardAldrich"

$`594565064`
[1] "HaphazardSoc"

$`605426336`
[1] "patrick_sharkey"

$`551230758`
[1] "SociologistRay"

$`16298958`
[1] "rarinald"

$`15959904`
[1] "tommedvetz"

$`19188515`
[1] "edwardwalker"

$`29354944`
[1] "kinggary"

$`782325`
[1] "kjhealy"

$`351906466`
[1] "vaiseys"

$`7966972`
[1] "jeremyfreese"

$`104071865`
[1] "WITWhat"

$`442480428`
[1] "omar_lizardo"

$`84653850`
[1] "BrendanNyhan"

followers<-user$getFollowers()
followers

$`1023575275`
[1] "GarrettPace1"

$`19854920`
[1] "computermacgyve"

$`104427626`
[1] "anna_fil"

$`3639333494`
[1] "mollyllewis"

$`1599902202`
[1] "MarlonMasine"

$`876384015095410688`
[1] "Sandra18382574"

$`871437799152533504`
[1] "quasi_maybe"

$`14525356`
[1] "nuruddinAB"

$`1902747967`
[1] "jdylan901"

$`2315046061`
[1] "nadiakhanitp"

$`623115924`
[1] "lc_1979"

$`389562551`
[1] "annliffey"

$`629804395`
[1] "timetowakeup00"

$`75118960`
[1] "JulioTellez"

$`219744272`
[1] "ensufuero"

$`47744863`
[1] "MilesMarsala"

$`317098961`
[1] "ozguntorcu"

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$`22191271`
[1] "sarapacejones"

$`32698527`
[1] "Becky_Daniels"

$`864199609`
[1] "99scholars"

$`65934237`
[1] "eidlin"

$`2544703982`
[1] "epopppp"

$`2564697607`
[1] "RMCarpiano"

$`271428966`
[1] "RoutledgeSTS"

$`1447722996`
[1] "ElianaPerrin"

$`101929503`
[1] "dlauen"

$`2276655012`
[1] "RuotsalainenRik"

$`2550010254`
[1] "CiteBait"

$`367976819`
[1] "michaelespero"

$`2383849117`
[1] "ybytata"

$`2331527844`
[1] "hsssjedigital"

$`2544937532`
[1] "brocato_t"

$`15225379`
[1] "susanbactivist"

$`19669254`
[1] "DustinStoltz"

$`46515580`
[1] "benjaminlind"

$`2532651518`
[1] "CarolynChernoff"

$`2527635985`
[1] "mabelberezin"

$`436806727`
[1] "joshuaaclark"

$`19889825`
[1] "alizaluft"

$`2487373103`
[1] "JockMcClellan"

$`3094531`
[1] "NickAnstead"

$`377423498`
[1] "jswelburn"

$`822264200`
[1] "coreydfields"

$`16174144`
[1] "peterdodds"

$`2510542189`
[1] "ProfessorWherry"

$`262484862`
[1] "hartm021"

$`1300724341`
[1] "WikiAdventure"

$`153551872`
[1] "TheSocietyPages"

$`811421838`
[1] "J_Uitermark"

$`319040536`
[1] "santana_alvaro"

$`1914970393`
[1] "easythoughts1"

$`1019901800`
[1] "SocCroll"

$`351674077`
[1] "newsdata21"

$`219098987`
[1] "torkildl"

$`2523903076`
[1] "Fisher_DanaR"

$`2174333003`
[1] "ulbrichtchris"

$`1018910414`
[1] "johnskrentny"

$`2331830132`
[1] "DanyaLagos"

$`27798759`
[1] "craigtutterow"

$`1268663162`
[1] "mancelovici"

$`771831548`
[1] "ASA_SREM"

$`1950586873`
[1] "PopCultureFreak"

$`53191194`
[1] "pardoguerra"

$`1693998487`
[1] "djtsumpter"

$`94157026`
[1] "klapsimo"

$`4111281`
[1] "fetner"

$`2358956035`
[1] "dcurwin"

$`13751062`
[1] "chadbdot"

$`8045142`
[1] "corycronin"

$`73593619`
[1] "kylepuetz"

$`553011885`
[1] "HS_WesPlatt"

$`35777308`
[1] "margaret_somers"

$`789724981`
[1] "brunsma"

$`62715547`
[1] "SarahKCowan"

$`366575043`
[1] "ChrisGandrud"

$`615287482`
[1] "KenzieLathamPhD"

$`1687366778`
[1] "CriticalSociolo"

$`1327618326`
[1] "Sarah_Brayne"

$`563011924`
[1] "mcwhitlocksoc"

$`2427652800`
[1] "DaveBrady72"

$`2269493304`
[1] "socspeaking"

$`88798492`
[1] "KimdeLaat"

$`505140000`
[1] "jessealbanese"

$`97369800`
[1] "rumiforum"

$`728756978`
[1] "ajeanstevenson"

$`219139356`
[1] "samjaroszewski"

$`2351947344`
[1] "rory_kramer"

$`2385651888`
[1] "tulay_andic"

$`65375759`
[1] "zeynep"

$`2411311789`
[1] "OBMich"

$`134147530`
[1] "DawnTawwater"

$`2429911829`
[1] "jd_daw"

$`1205304416`
[1] "mtserafin"

$`842162473`
[1] "catherine_bliss"

$`94413287`
[1] "morit_c"

$`2348316277`
[1] "gauravsarathe8"

$`50056924`
[1] "kristinturney"

$`1615252842`
[1] "WeedenKim"

$`248358917`
[1] "theyoungjoo"

$`70802838`
[1] "dgrazian"

$`16029321`
[1] "bshor"

$`32760218`
[1] "anthonyocampo"

$`20380441`
[1] "Duffcycle"

$`368930508`
[1] "SarahDamaske"

$`2377643844`
[1] "gbyukich"

$`493456371`
[1] "AbeGong"

$`1414544598`
[1] "LeonchukLena"

$`159142791`
[1] "eva_rosen"

$`52726552`
[1] "jnhoule"

$`16874550`
[1] "Shelia_Cotten"

$`293392103`
[1] "SocialEntChan"

$`2359997047`
[1] "Amin_Ghaziani"

$`1035832544`
[1] "JoeWadeSmith"

$`19463173`
[1] "ElyasBakhtiari"

$`2355607304`
[1] "brendan_d_ryan"

$`101678082`
[1] "M_T_Patterson"

$`2228946853`
[1] "RiceRPLP"

$`2333551188`
[1] "Steve_McD1"

$`49838176`
[1] "RachelSkaggs"

$`1429455914`
[1] "jasonandrewwong"

$`1274424884`
[1] "asifijazwaraich"

$`154591692`
[1] "sethcarnahan"

$`2026361`
[1] "citizeness"

$`453553264`
[1] "AlbertsonB2"

$`308038888`
[1] "TaliaStroud"

$`2253588135`
[1] "ChrisGTakacs"

$`2215006026`
[1] "socinfo2014"

$`487166580`
[1] "sarahgollust"

$`2316384882`
[1] "jeffguhin"

$`49044100`
[1] "ProfLindaScott"

$`1609825921`
[1] "CameronDeFaux"

$`18944403`
[1] "nvancleve"

$`93476253`
[1] "dfreelon"

$`34249543`
[1] "jsradford"

$`417998851`
[1] "SocTerRes"

$`2288529516`
[1] "TayWhittenBrown"

$`2234743396`
[1] "_Roscigno"

$`2228895084`
[1] "KaisaSnellman"

$`557752682`
[1] "URBANcolab"

$`148320153`
[1] "benjamingeer"

$`981448615`
[1] "jwindawi"

$`14178358`
[1] "JJSantana"

$`1848964158`
[1] "jack_dele"

$`1192458998`
[1] "llopisgoig_r"

$`75641981`
[1] "Ognyanova"

$`577378564`
[1] "AndrewJPerrin"

$`280195366`
[1] "d_hoyt"

$`1270282705`
[1] "GloriaMacri"

$`356593315`
[1] "johnmclevey"

$`305635596`
[1] "ajerneck"

$`2244636594`
[1] "DoctahPittman"

$`1516854644`
[1] "dawn_t_robinson"

$`2239550496`
[1] "MarigeorginaA"

$`63606707`
[1] "JuanDAguilera"

$`1648865047`
[1] "evealexford"

$`39739372`
[1] "hambrickb"

$`288192626`
[1] "Yoo_GabaGaba"

$`283604227`
[1] "AndyVermaut"

$`16629994`
[1] "bkeegan"

$`1544234796`
[1] "NarrProf"

$`17796588`
[1] "dustin_kidd"

$`254173554`
[1] "SSSP1org"

$`214272214`
[1] "sinanaral"

$`305689616`
[1] "caner_hazar"

$`110050273`
[1] "justingrimmer"

$`186894716`
[1] "polanalysis"

$`330696937`
[1] "_Andrei_B_"

$`45162945`
[1] "MoritzBuchi"

$`272618560`
[1] "adam_slez"

$`48178296`
[1] "jpdig"

$`120125135`
[1] "pamfeldman"

$`472228771`
[1] "PubCultJournal"

$`588434033`
[1] "gleonperez"

$`1263204030`
[1] "ViridisPress"

$`91588049`
[1] "postmodernity"

$`829041979`
[1] "RuthBraunstein"

$`15903378`
[1] "suerobinsonUW"

$`364651145`
[1] "idnut"

$`1522285628`
[1] "gunz_molly"

$`1884938714`
[1] "rodneybensonnyu"

$`48905702`
[1] "SLMsociology"

$`1615907220`
[1] "SouleSarah"

$`217616340`
[1] "mmarrvelous"

$`134970902`
[1] "nkwarikoo"

$`931465213`
[1] "christoph_thoma"

$`1968605640`
[1] "jonathanfreglyt"

$`12160482`
[1] "marc_smith"

$`423696286`
[1] "mgmcquarrie"

$`213467246`
[1] "davidmglick"

$`216602910`
[1] "M_P_Jeffries"

$`1084834597`
[1] "sgadarian"

$`907179619`
[1] "siolafsdottir"

$`628230869`
[1] "BadHessian"

$`57609234`
[1] "Sunmin81"

$`275850299`
[1] "vbacak"

$`17616503`
[1] "maurivelez98"

$`453331031`
[1] "AustenWhipple"

$`338249424`
[1] "hanzhang_pton"

$`10502292`
[1] "marcventresca"

$`1934637625`
[1] "sobieraj"

$`353468497`
[1] "ErikBleich1"

$`152143`
[1] "eszter"

$`612515893`
[1] "Yang_Tiantian"

$`1735825814`
[1] "Bail_For_Jail"

$`378610911`
[1] "ALiXWi"

$`54958940`
[1] "jeffswin"

$`9409862`
[1] "lyricsboy"

$`343002778`
[1] "DrewMathias"

$`67090539`
[1] "amandajsharkey"

$`382214208`
[1] "Jdos_WoT"

$`22065445`
[1] "socsavvy"

$`14258500`
[1] "CaseyBrienza"

$`427946222`
[1] "Jess_Dawson1"

$`55864116`
[1] "jklugman"

$`23986468`
[1] "JessicaScott09"

$`1323746928`
[1] "uscarolinanorte"

$`188192524`
[1] "carly_marx"

$`177715099`
[1] "danielrmorrison"

$`409259089`
[1] "Haj_Y"

$`173886475`
[1] "mfpirkey"

$`1075255843`
[1] "AllisonRMcGrath"

$`65970302`
[1] "emiledurkheim"

$`9242402`
[1] "marthacoe"

$`1631373060`
[1] "gabe_ignatow"

$`18171033`
[1] "j_farrell"

$`457134986`
[1] "ISheinheit"

$`412802971`
[1] "OlmosKool"

$`495295594`
[1] "Pathbrite"

$`338681803`
[1] "LaMafiaBurgos"

$`54871403`
[1] "Didem_Turkoglu"

$`32386320`
[1] "fabiorojas"

$`4509741`
[1] "msalganik"

$`18309026`
[1] "mcorey"

$`954340220`
[1] "bbconfusion"

$`17093617`
[1] "hootsuite"

$`661613`
[1] "alexhanna"

$`111412844`
[1] "mintytem"

$`1380409315`
[1] "plkirsch"

$`1128976639`
[1] "ShawnBauldry"

$`590222866`
[1] "JournalCFS"

$`983978676`
[1] "MAliKadivar"

$`13294782`
[1] "rjm328"

$`52193647`
[1] "smallact"

$`351906466`
[1] "vaiseys"

$`995147677`
[1] "bonilhapesquisa"

$`7966972`
[1] "jeremyfreese"

$`1478673560`
[1] "stamp"

$`18537994`
[1] "BuiltEnvHealth"

$`1458440143`
[1] "mlamont6"

$`22034883`
[1] "Jeremy_Levine"

$`596567206`
[1] "Dill_A_Taunt"

$`1151477612`
[1] "profmattwray"

$`1196619548`
[1] "CIRNetwork"

$`1441548582`
[1] "elarmstr"

$`16631984`
[1] "lillyp"

$`1411132370`
[1] "kimberlybrogers"

$`550443211`
[1] "brandoncgorman"

$`774304586`
[1] "sean_mccarron"

$`1388112362`
[1] "brsepulvado"

$`239152453`
[1] "KatonLaw"

$`442480428`
[1] "omar_lizardo"

$`263264823`
[1] "EllisMonk"

$`360746350`
[1] "emily_erikson"

$`1046881362`
[1] "Sociologix_pjb"

$`1256528269`
[1] "MaliqMatthew"

$`78403448`
[1] "christinahewes"

$`546918703`
[1] "chiragkasbekar"

$`182542362`
[1] "dbtindall"

$`16106294`
[1] "JesseHolcomb"

$`305602716`
[1] "DrKhalidMehmood"

$`23623046`
[1] "timelfen"

$`181027681`
[1] "Goofy_Inc"

$`299660811`
[1] "stuartbasten"

$`21457294`
[1] "kevinkarpiak"

$`145843788`
[1] "anthropoliteia"

$`328944228`
[1] "Podology1"

$`477336353`
[1] "kreissdaniel"

$`42945514`
[1] "noahgrand"

$`1093408603`
[1] "jrupertProctorU"

$`51113995`
[1] "smgaddis"

$`894152054`
[1] "PopSocialSci"

$`543978339`
[1] "JessicaLBurke18"

$`357988438`
[1] "simmelian"

$`61905793`
[1] "kta_nc"

$`16163217`
[1] "lukasneville"

$`18788476`
[1] "BradleyAKoch"

$`1126846274`
[1] "MackRyann"

$`21563045`
[1] "lisa_pearce"

$`25511340`
[1] "CorinneReczek"

$`121796196`
[1] "boysenandrew"

$`572189872`
[1] "cshartnett"

$`15684801`
[1] "mike_bader"

$`68857862`
[1] "robertvesco"

$`331765086`
[1] "AllisonMcKim"

$`436584129`
[1] "greenhiller42"

$`17236753`
[1] "_kellyhamilton"

$`594565064`
[1] "HaphazardSoc"

$`538576963`
[1] "DavidFeltmate"

$`627030795`
[1] "JennieBrand1"

$`383896635`
[1] "matthewDmathias"

$`703642807`
[1] "ryanalight"

$`605426336`
[1] "patrick_sharkey"

$`293790444`
[1] "drlongest"

$`263122187`
[1] "liamswiss"

$`888495474`
[1] "KaliRadical"

$`15975894`
[1] "gerryharrington"

$`60842052`
[1] "mattrevers"

$`15649207`
[1] "jimiadams"

$`186317110`
[1] "asociologist"

$`768147122`
[1] "CharlieSeguin"

$`4044061`
[1] "braydenk"

$`206479660`
[1] "tylerreny"

$`531071556`
[1] "TrevonDLogan"

$`899929926`
[1] "rwjfshpr"

$`922149835`
[1] "icicleking"

$`285229381`
[1] "GilesHC"

$`352779756`
[1] "drdavidjleonard"

$`15959904`
[1] "tommedvetz"

$`24879041`
[1] "sobierajs"

$`104071865`
[1] "WITWhat"

$`244661584`
[1] "emanabdelhadi"

$`16298958`
[1] "rarinald"

$`54980057`
[1] "chrisuggen"

$`919294448`
[1] "paul_dimaggio"

$`19188515`
[1] "edwardwalker"

$`321563970`
[1] "JessicaCalarco"

$`17580275`
[1] "ei_schwartz"

$`551230758`
[1] "SociologistRay"

$`381592902`
[1] "GabrielRossman"

$`38047391`
[1] "familyunequal"

$`29193463`
[1] "shamuskhan"

$`84653850`
[1] "BrendanNyhan"

favorites<-favorites(user)
favorites

[[1]]
[1] "alliecmorgan: Excited to get started! Here's what I'll be up to for the next two weeks, in case you wanna follow along: https://t.co/WTX7g3hzyC"

[[2]]
[1] "omar_lizardo: Looks like Neil's beard is entering mid-career Peter Blau stage https://t.co/E9Ypnlu2fH"

[[3]]
[1] "jeremyfreese: Spotted in Palo Alto. I know nothing about the owner except that s/he has defeated us all at life. https://t.co/hJ5eWyWb2d"

[[4]]
[1] "msalganik: Announcing #FragileFamiliesChallenge getting started workshop Fri 6/23 in Princeton and everywhere via livestream:… https://t.co/JTJVUgrEyb"

[[5]]
[1] "thomasrdavidson: I just published “Social media and the 2017 general election” https://t.co/MJy8SbHl5L"

[[6]]
[1] "sgadarian: Not sure it's a big deal that @SenKamalaHarris gets interrupted more than her male colleagues during committee meetings? Here's some reading"

[[7]]
[1] "iowahawkblog: House of Cards is popular in DC because they prefer being depicted as homicidal evil geniuses than overpromoted student council morons"

[[8]]
[1] "intelwire: In other words, he's definitely going to do it https://t.co/Tj7FQlhNgf"

[[9]]
[1] "intelwire: @Drjohnhorgan OWWWWW MY BRAIN"

[[10]]
[1] "dfreelon: TFW someone cites you but gets a key stat wrong https://t.co/FezohbeIUx"

[[11]]
[1] "Nate_Cohn: The Merkel/Macron/Trudeau group text thread must be pretty great"

[[12]]
[1] "JessicaCalarco: A very loudly ticking biological clock (baby #2 is due in 9 days) is great for productivity. Grant revisions? Check. Book revisions? Check."

[[13]]
[1] "RuthBraunstein: Excited to announce that my book, Prophets & Patriots: Faith in Democracy Across the Political Divide, is out! https://t.co/NW1OmyUZHE"

[[14]]
[1] "msalganik: Database of all papers using the Fragile Families data: https://t.co/6RTEHlGjX7 How could this be used for #FragileFamiliesChallenge?"

[[15]]
[1] "kreissdaniel: McCain doesn't seem okay."

[[16]]
[1] "Chanders: We suck."

[[17]]
[1] "Chanders: Cool conference in Oslo, featuring @chris_bail, @couldrynick @annliffey and others (CFP) https://t.co/tgvk90YtVh"

[[18]]
[1] "jboy: The call is out for Social Media & Social Order, an int'l conference feat. @chris_bail, @couldrynick & @annliffey: https://t.co/0SHDMyQpsz"

[[19]]
[1] "hasavrat: @SpeakerRyan Last fun factoid! Joe Strummer of The Clash was born in Ankara. (His Dad was a British diplomat at the… https://t.co/eWzLKP3ESA"

[[20]]
[1] "AlbertsonB2: I've told lots of classes that it's relatively easy to pass legislation when one party controls Congress and the White House. I'm sorry."

friendsdata <- twListToDF(friends)
followersdata <- twListToDF(followers)

  Even though APIs are far more convenient to use than screenscraping, they also prevent you from collecting too much data within too short a time frame (for a variety of reasons).

getCurRateLimitInfo()

head(twitter_data)

Now let's take the data we scraped earlier and create a network of celebrities. First, we create a blank data frame to store data we get from the Twitter API:

twitter_network_data<-as.data.frame(NULL)

Figure out how many rows we have to scrape:

z<-nrow(twitter_data)

for(i in 1:z){
  user <- getUser(twitter_data$twitter_handles[i])
  people_user_follows <- user$getFriends()
  people_user_follows<-twListToDF(people_user_follows)
  people_user_follows$name_of_user<-twitter_data$twitter_handles[i]
  twitter_network_data<-rbind(twitter_network_data, people_user_follows)
  Sys.sleep(60)
  print(i)
}

I've already scraped the data and saved it in our Dropbox:

load("Twitter Network Data.Rdata")

Here are but a few: RgoogleMaps, Rfacebook, rOpenSci(this one combines many different APIs e.g. the Internet Archive), WDI,rOpenGov,rtimes

Many more are available but not yet on CRAN (install from github or using devtools)

For example, visualization (plotly)

  What if you want to collect data from an API that does not have an R package?

We can look for patterns in API queries in the documentation:

https://maps.googleapis.com/maps/api/geocode/json?address=Durham,NorthCarolina&sensor=false

In this case, address goes between the first = and the &

findGPS <- function(address) {
 beginning <- "http://maps.google.com/maps/api/geocode/json?"
 paster <- paste0(beginning,"address=", address, "&sensor=false")
 return(URLencode(paster))
}

findGPS("Durham, North Carolina")

[1] "http://maps.google.com/maps/api/geocode/json?address=Durham,%20North%20Carolina&sensor=false"

  We need the RJSONIO package- or alternatively the more recent jsonlite package:

library(RJSONIO)
page<-findGPS("Durham, North Carolina")
gpscoordinates <- fromJSON(page)
latitude <- gpscoordinates$results[[1]]$geometry$location["lat"]
longitude <- gpscoordinates$results[[1]]$geometry$location["lng"]
gps<-c(latitude, longitude)
gps

We good then write a loop where we pass a list of different town/state names through a loop with our** findGPS **function.

At some point you will probably need to work with time stamps- particularly if you collect data from a social media site

Unix time is seconds that have elapsed since 1/1/1970. Handy because it is a consistent format that can be grouped easily, but most time stamps will look like dates. To handle these use strptime

x <- strptime(c("2006-01-08 10:07:52", "2006-08-07 19:33:02"),"%Y-%m-%d %H:%M:%S", tz = "EST5EDT")
x

[1] "2006-01-08 10:07:52 EST" "2006-08-07 19:33:02 EDT"

Screen-scraping has become “old-school.” It is probably only useful if you want to scrape data from older web pages, or decidedly public pages such as Wikipedia

APIs are much more promising, but they have significant limitations as well (e.g. data owneserhip issues, rate limiting, data are prepared for app-construction/advertising instead of social science)

Read the terms of service.

This is a crowd-sourced list of APIs that may be of interest to social scientists which I curate: