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AAPOR Twitter NodeXL SNA Map and Report for Friday, 19 May 2017 at 15:28 UTC
AAPOR Twitter NodeXL SNA Map and Report for Friday, 19 May 2017 at 15:28 UTC
From:
Marc_Smith
Uploaded on:
May 19, 2017
Short Description:
AAPOR via NodeXL http://bit.ly/2qBu4af
@aapor
@pewresearch
@kyleymcg
@marketingsysgrp
@statstas
@pewmethods
@mlink01
@surveysunday

Description:
Description
The graph represents a network of 583 Twitter users whose recent tweets contained "AAPOR", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 19 May 2017 at 15:32 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 28-minute period from Wednesday, 10 May 2017 at 07:59 UTC to Friday, 19 May 2017 at 15:27 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 583
Unique Edges : 1175
Edges With Duplicates : 1500
Total Edges : 2675
Number of Edge Types : 3
Mentions : 1962
Replies to : 99
Tweet : 614
Self-Loops : 614
Reciprocated Vertex Pair Ratio : 0.0768621236133122
Reciprocated Edge Ratio : 0.142752023546726
Connected Components : 80
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 473
Maximum Edges in a Connected Component : 2531
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.285254
Graph Density : 0.00400523421336493
Modularity : 0.334841
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] http://ssrs.com/aapor-2017/
[24] http://www.aapor.org/Publications-Media/Public-Statements/AAPOR-Statement-on-Thompson-Resignation.aspx
[19] http://www.rasmussenreports.com/public_content/political_commentary/commentary_by_robert_barnes/can_the_polling_industry_learn_from_its_mistakes
[17] http://www.people-press.org/2017/02/23/partisan-conflict-and-congressional-outreach/
[16] http://www.pewresearch.org/pew-research-center-at-aapor-2017/
[14] http://www.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[12] http://pewrsr.ch/2plHVlE
[11] http://ssrs.com/72nd-annual-aapor-conference/
[10] http://www.aapor.org/Education-Resources/Reports.aspx
[10] https://academic.oup.com/poq/article/81/S1/213/3749202/Apples-to-Oranges-or-Gala-versus-Golden-Delicious

Top URLs in Tweet in G1:
[7] http://abtassociates.com/AAPOR2017
[6] http://www.pewinternet.org/fact-sheet/social-media/
[5] http://www.aapor.org/Publications-Media/Public-Statements/AAPOR-Statement-on-Thompson-Resignation.aspx
[4] http://bit.ly/2rjCctS
[4] http://abtassociates.com/AAPOR2017/
[3] https://twitter.com/anagonzalezb_mx/status/865564320452583426
[3] http://www.pewresearch.org/pew-research-center-at-aapor-2017/
[3] http://abtassociates.com/Perspectives/May-2017/AAPOR-2017-The-Value-of-Face-to-Face-Time-in-a-Dig.aspx
[2] https://twitter.com/scpanek/status/865291612590661633
[2] http://bit.ly/2q64EPA

Top URLs in Tweet in G2:
[15] http://www.aapor.org/Publications-Media/Public-Statements/AAPOR-Statement-on-Thompson-Resignation.aspx
[7] http://www.aapor.org/Education-Resources/Reports.aspx
[7] http://www.faz.net/-ibq-8xkt9?GEPC=s3
[4] http://www.aapor.org/Conference-Events/Annual-Meeting.aspx
[4] http://www.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[3] https://twitter.com/AAPOR/status/861565691572441088
[2] http://bit.ly/2d8HeCg
[2] http://www.mapor.org/newsletters/MAPOR_Q22017.pdf
[2] http://bit.ly/2pAvDSj
[2] http://www.air.org/news/press-release/air-experts-present-annual-conference-american-association-public-opinion-0?utm_source=AIRSM&utm_medium=Twitter

Top URLs in Tweet in G3:
[18] http://www.rasmussenreports.com/public_content/political_commentary/commentary_by_robert_barnes/can_the_polling_industry_learn_from_its_mistakes
[14] http://www.people-press.org/2017/02/23/partisan-conflict-and-congressional-outreach/
[9] http://www.pewresearch.org/pew-research-center-at-aapor-2017/
[8] http://pewrsr.ch/2plHVlE
[8] http://www.rasmussenreports.com/public_content/videos/2017_05/rasmussen_was_right
[7] http://www.pewresearch.org/2016/05/02/evaluating-online-nonprobability-surveys/
[6] http://www.pewresearch.org/data/download-datasets/
[4] https://medium.com/@pewresearch/using-google-trends-data-for-research-here-are-6-questions-to-ask-a7097f5fb526
[3] http://www.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[3] http://www.people-press.org/2017/05/03/public-trust-in-government-1958-2017/

Top URLs in Tweet in G4:
[36] http://ssrs.com/aapor-2017/
[11] http://ssrs.com/72nd-annual-aapor-conference/
[10] https://academic.oup.com/poq/article/81/S1/213/3749202/Apples-to-Oranges-or-Gala-versus-Golden-Delicious
[1] https://twitter.com/aapor/status/865228170802458625
[1] https://twitter.com/i/web/status/865171361332957185
[1] https://twitter.com/i/web/status/865543687228407810
[1] http://www.abtassociates.com/Perspectives/May-2017/AAPOR-2017-The-Value-of-Face-to-Face-Time-in-a-Dig
[1] https://twitter.com/aapor/status/864888667101429762
[1] https://twitter.com/statstas/status/864876687846232068
[1] https://twitter.com/abtassociates/status/865522442147516416

Top URLs in Tweet in G5:
[3] http://www.pewresearch.org/pew-research-center-at-aapor-2017/
[3] http://pewrsr.ch/2plHVlE
[2] https://www.campaignsandelections.com/campaign-insider/aapor-report-2016-polls-failed-because-of-weighting-and-late-deciders
[2] http://bit.ly/2q8yEdW
[2] http://www.people-press.org/2017/02/23/partisan-conflict-and-congressional-outreach/
[2] http://www.pewresearch.org/data/download-datasets/
[2] http://www.pewresearch.org/pew-research-center-at-aapor-2017/#thursday
[2] https://www.youtube.com/watch?v=HfyaLJFCRno&feature=youtu.be
[1] http://ht.ly/InEz30bs6BY
[1] https://twitter.com/i/web/status/862408428844482560

Top URLs in Tweet in G6:
[2] http://www.apnorc.org/projects/Pages/hillary-clintons-candidacy-and-the-state-of-gender-discrimination-in-the-united-states.aspx
[2] http://www.aapor.org/Publications-Media/Public-Statements/AAPOR-Statement-on-Thompson-Resignation.aspx
[2] https://massincpolling.com/2017/05/11/the-topline-massachusetts-voters-ready-for-major-changes-to-state-criminal-justice-system/
[2] https://twitter.com/AAPOR/status/844939245827575809
[1] https://twitter.com/aedwardslevy/status/322403130291650560
[1] http://www.huffingtonpost.com/entry/polls-wrong-2016_us_590b9e9de4b0104c734d6132?tgg
[1] http://www.pewresearch.org/fact-tank/2016/05/26/how-the-2016-presidential-campaign-is-being-discussed-on-reddit/
[1] https://twitter.com/i/web/status/862722259307417600
[1] https://twitter.com/i/web/status/865288605975154688
[1] https://twitter.com/i/web/status/865564498073051137

Top URLs in Tweet in G7:
[7] https://twitter.com/jon_m_rob/status/864993668335357952
[1] http://www.aapor.org/Publications-Media/Public-Statements/AAPOR-Statement-on-Thompson-Resignation.aspx
[1] https://twitter.com/i/web/status/865203008723968000
[1] https://twitter.com/i/web/status/865556439686725637
[1] https://twitter.com/jon_m_rob/status/839875123830145024
[1] https://twitter.com/i/web/status/864989858636410881
[1] https://twitter.com/i/web/status/839875123830145024

Top URLs in Tweet in G8:
[1] http://pewrsr.ch/2plHVlE
[1] http://pewrsr.ch/2qnB0Wi
[1] http://pewrsr.ch/2qTS8lH
[1] https://twitter.com/TGuterbock/status/865295766532784129
[1] https://twitter.com/RobynRapoport/status/865196880631824384
[1] http://www.aapor.org/Education-Resources/Reports.aspx
[1] http://hubs.ly/H07t9mn0
[1] https://twitter.com/i/web/status/864113597982666757
[1] http://hubs.ly/H07vR-C0
[1] https://twitter.com/i/web/status/865180204226011136

Top URLs in Tweet in G9:
[3] https://www.westat.com/about-us/presentations/72nd-annual-conference-american-association-public-opinion-research-aapor
[1] http://www.aapor.org/Conference-Events/Annual-Meeting/ResearchHack-3-0.aspx
[1] https://chroniclevitae.com/news/1802-why-all-conferences-should-go-vegan

Top Domains
Top Domains in Tweet in Entire Graph:
[212] twitter.com
[71] aapor.org
[48] ssrs.com
[45] pewresearch.org
[28] rasmussenreports.com
[23] people-press.org
[19] abtassociates.com
[18] pewrsr.ch
[14] oup.com
[13] bit.ly

Top Domains in Tweet in G1:
[74] twitter.com
[17] abtassociates.com
[12] aapor.org
[7] pewresearch.org
[6] bit.ly
[6] pewinternet.org
[3] oup.com
[3] people-press.org
[3] journalism.org
[2] successfactors.com

Top Domains in Tweet in G2:
[34] aapor.org
[28] twitter.com
[7] faz.net
[5] bmindstoday.com
[4] ow.ly
[4] bit.ly
[2] mapor.org
[2] air.org
[2] impaqint.com
[2] audioboom.com

Top Domains in Tweet in G3:
[29] pewresearch.org
[26] rasmussenreports.com
[19] twitter.com
[18] people-press.org
[11] pewrsr.ch
[5] aapor.org
[4] medium.com
[3] mbahelp24.com
[2] instagram.com
[1] journalism.org

Top Domains in Tweet in G4:
[47] ssrs.com
[34] twitter.com
[10] oup.com
[2] abtassociates.com
[1] m-s-g.com
[1] andersoncooper.com
[1] aapor.org
[1] instagram.com
[1] surveysampling.com

Top Domains in Tweet in G5:
[16] twitter.com
[7] pewresearch.org
[6] aapor.org
[3] pewrsr.ch
[2] campaignsandelections.com
[2] goo.gl
[2] bit.ly
[2] people-press.org
[2] rasmussenreports.com
[2] youtube.com

Top Domains in Tweet in G6:
[9] twitter.com
[3] aapor.org
[2] apnorc.org
[2] pewresearch.org
[2] massincpolling.com
[2] instagram.com
[1] huffingtonpost.com
[1] lnkd.in
[1] bit.ly

Top Domains in Tweet in G7:
[12] twitter.com
[1] aapor.org

Top Domains in Tweet in G8:
[10] twitter.com
[3] pewrsr.ch
[2] aapor.org
[2] hubs.ly

Top Domains in Tweet in G9:
[3] westat.com
[1] aapor.org
[1] chroniclevitae.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1502] aapor
[60] aapor2017
[29] polling
[27] nola
[25] election2016
[25] aaporbling
[16] mrx
[12] bigdata
[11] survey
[10] wahlforschung

Top Hashtags in Tweet in G1:
[703] aapor
[11] bigdata
[11] aapor2017
[6] socialmedia
[5] surveyresearch
[5] acsdata
[4] acsconf17
[4] textanalytics
[4] rstats
[3] protips

Top Hashtags in Tweet in G2:
[135] aapor
[10] wahlforschung
[10] election2016
[5] survey
[3] nola
[3] newmr
[3] mrx
[3] esomar
[2] ti
[2] aapor2017

Top Hashtags in Tweet in G3:
[146] aapor
[21] polling
[16] aapor2017
[13] election2016
[8] rasmussenreports
[5] poll
[1] acsconf17
[1] crecentcitycoders
[1] socialmedia

Top Hashtags in Tweet in G4:
[202] aapor
[23] aaporbling
[20] aapor2017
[19] nola
[11] mrx
[6] survey
[6] researchrefined
[5] polling
[5] data
[4] research

Top Hashtags in Tweet in G5:
[53] aapor
[4] aapor2017
[2] neworleans
[2] polling
[2] election2016
[1] polls
[1] elections2016
[1] android
[1] app
[1] wishiwasthere

Top Hashtags in Tweet in G6:
[110] aapor
[3] aapor2017
[2] proofofconcept
[2] exitpolls
[2] mobile
[2] mrx
[2] dataintegration
[1] bam
[1] priorities
[1] nola

Top Hashtags in Tweet in G7:
[40] aapor
[2] aapor2017
[1] tooonthenose
[1] onmessage
[1] transparency

Top Hashtags in Tweet in G8:
[41] aapor
[6] datacollection
[3] nationwide
[2] aapor2017
[2] whoscomingwithme
[1] quirksevent

Top Hashtags in Tweet in G9:
[24] aapor
[4] aapor2017rh3
[1] pickingfights

Top Words
Top Words in Tweet in Entire Graph:
[890] Words in Sentiment List#1: Positive
[543] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[29745] Non-categorized Words
[31178] Total Words
[1824] aapor
[281] data
[135] conference
[128] survey
[128] pewresearch

Top Words in Tweet in G1:
[797] aapor
[152] data
[85] mlink01
[58] conference
[53] surveys
[53] miller
[53] abtdatascience
[52] peter
[48] survey
[47] abtassociates

Top Words in Tweet in G2:
[230] aapor
[27] survey
[25] s
[24] u
[23] conference
[21] new
[19] director
[18] issues
[18] statement
[18] census

Top Words in Tweet in G3:
[159] aapor
[75] pewresearch
[64] data
[48] pewmethods
[32] katmatsa
[29] research
[27] election
[25] polling
[24] experts
[22] rasmussen_poll

Top Words in Tweet in G4:
[240] aapor
[92] ssrs_solutions
[48] booth
[34] team
[32] see
[31] 30
[27] data
[27] en_bp
[27] ddutwin
[25] meet

Top Words in Tweet in G5:
[85] aapor
[18] pewresearch
[14] polls
[13] data
[9] pewmethods
[8] research
[7] report
[7] 2016
[7] conference
[6] 2017

Top Words in Tweet in G6:
[129] aapor
[20] trump
[19] polls
[17] new
[16] panel
[14] presenting
[14] pollsters
[14] aedwardslevy
[13] gender
[13] research

Top Words in Tweet in G7:
[51] aapor
[12] going
[8] trump
[7] patrickruffini
[7] polls
[7] more
[7] stopped
[7] sxsw
[7] cool
[7] kids

Top Words in Tweet in G8:
[43] aapor
[19] booth
[18] 26
[16] come
[13] visit
[9] meet
[9] headway
[8] headwayresearch
[7] new
[7] orleans

Top Words in Tweet in G9:
[26] aapor
[5] presentations
[5] lower
[5] item
[5] sexual
[5] orientation
[4] survey
[4] t
[4] miss
[4] here

Top Words in Tweet in G10:
[6] btw
[6] cool
[6] kids
[6] met
[6] aapor
[6] conference
[6] discuss
[6] pollsters
[6] sucked
[6] last

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[73] aapor,conference
[62] new,orleans
[60] peter,miller
[60] big,data
[40] aapor,aapor
[39] u,s
[39] census,director
[37] 2016,election
[35] check,out
[35] john,dick

Top Word Pairs in Tweet in G1:
[52] peter,miller
[32] john,dick
[28] aapor,conference
[27] big,data
[22] statstas,aapor
[21] social,media
[20] aapor,mlink01
[19] aapor,peter
[18] coming,aapor
[16] aapor,john

Top Word Pairs in Tweet in G2:
[22] u,s
[20] aapor,aapor
[18] aapor,issues
[18] issues,statement
[18] census,director
[17] director,resignation
[15] statement,u
[15] s,census
[13] new,orleans
[10] early,career

Top Word Pairs in Tweet in G3:
[20] pewresearch,experts
[19] big,data
[16] data,analysis
[14] pewresearch,big
[14] analysis,partisan
[14] partisan,conflict
[14] conflict,congressional
[14] congressional,outreach
[14] outreach,aapor
[13] data,research

Top Word Pairs in Tweet in G4:
[23] booth,30
[19] aapor,nola
[15] 2017,aapor
[15] ddutwin,trentbuskirk
[14] aapor,5
[13] aapor,conference
[13] badge,bling
[12] during,aapor
[12] ssrs,evp
[12] evp,ddutwin

Top Word Pairs in Tweet in G5:
[6] election,polls
[5] aapor,report
[5] pewresearch,experts
[4] 2016,polls
[4] data,collection
[4] collection,research
[4] research,processes
[4] pewresearch,pewmethods
[3] report,2016
[3] polls,failed

Top Word Pairs in Tweet in G6:
[10] ap,norc's
[9] danmalato,presenting
[9] census,director
[8] 4,30
[8] pollsters,call
[8] call,trump
[8] trump,appoint
[8] appoint,new
[8] new,census
[8] director,ensure

Top Word Pairs in Tweet in G7:
[7] stopped,going
[7] going,sxsw
[7] sxsw,aapor
[7] aapor,cool
[7] cool,kids
[6] patrickruffini,stopped
[4] state,polls
[3] trump,supporters
[3] supporters,less
[3] less,participate

Top Word Pairs in Tweet in G8:
[18] booth,26
[8] come,visit
[8] aapor,come
[7] new,orleans
[7] visit,booth
[6] free,t
[6] come,meet
[5] headway,team
[4] check,out
[4] aapor,low

Top Word Pairs in Tweet in G9:
[5] sexual,orientation
[4] lower,item
[4] orientation,gender
[4] gender,identity
[3] staff,headed
[3] headed,new
[3] new,orleans
[3] orleans,aapor
[3] aapor,don
[3] don,t

Top Word Pairs in Tweet in G10:
[6] btw,cool
[6] cool,kids
[6] kids,met
[6] met,aapor
[6] aapor,conference
[6] conference,discuss
[6] discuss,pollsters
[6] pollsters,sucked
[6] sucked,last
[6] last,nov

Top Replied-To
Top Replied-To in Entire Graph:
@aapor
@mlink01
@margieomero
@c_deane
@statstas
@kyleymcg
@nataliemjb
@nicclee
@abtdatascience
@trentbuskirk

Top Replied-To in G1:
@margieomero
@c_deane
@mlink01
@statstas
@kyleymcg
@nataliemjb
@aapor
@nicclee
@olson_km
@gretchenmch

Top Replied-To in G2:
@aapor
@survox
@thepollsters
@debbiejsr

Top Replied-To in G4:
@aapor
@mlink01
@trentbuskirk
@ssrs_solutions
@jxpeugh
@abtassociates
@abtdatascience
@adameck
@awmercer
@mollybrodie

Top Replied-To in G6:
@lydiasaad1
@skoczela
@aedwardslevy
@civisanalytics
@masabuaida
@apnorc
@lizkant

Top Replied-To in G7:
@seth_b_samuels
@jon_m_rob

Top Replied-To in G8:
@cochonbutcher
@bradspahn
@michelescollard

Top Replied-To in G9:
@jlholzberg

Top Mentioned
Top Mentioned in Entire Graph:
@aapor
@pewresearch
@ssrs_solutions
@mlink01
@pewmethods
@abtdatascience
@abtassociates
@katmatsa
@statstas
@jennagiesta

Top Mentioned in G1:
@mlink01
@aapor
@abtdatascience
@abtassociates
@statstas
@c_deane
@joshdelarosa1
@pewresearch
@jennagiesta
@olson_km

Top Mentioned in G2:
@aapor
@netzwege_go
@margieomero
@pewresearch
@mdrc_news
@papororg
@ksoltisanderson
@faznet
@air_info
@aedwardslevy

Top Mentioned in G3:
@pewresearch
@pewmethods
@katmatsa
@rasmussen_poll
@dana_lynn_page
@aapor
@googletrends
@galenstocking
@c_deane
@ruthigielnik

Top Mentioned in G4:
@ssrs_solutions
@aapor
@en_bp
@ddutwin
@trentbuskirk
@herrmannmj
@jxpeugh
@yvonne_shands
@chintant
@eczyzewicz

Top Mentioned in G5:
@c_coolidge

Top Mentioned in G6:
@aapor
@aedwardslevy
@danmalato
@apnorc
@davidsterrett1
@jennagiesta
@gfk
@kyleymcg
@rene_bautista
@masabuaida

Top Mentioned in G7:
@patrickruffini
@teemoneyusa
@mollybrodie
@aapor
@aedwardslevy
@olson_km
@nancybelden
@trentbuskirk
@nate_cohn
@kyleymcg

Top Mentioned in G8:
@headwayresearch
@pewmethods
@pewresearch
@michelescollard
@bertoninick
@facebook
@twitter
@rnishimura
@ssrs_solutions
@en_bp

Top Mentioned in G9:
@westat
@aapor
@brad1723
@philipsbrenner
@olson_km
@stephnie
@chroniclevitae
@gretchenmch

Top Mentioned in G10:
@peoples_pundit

Top Tweeters
Top Tweeters in Entire Graph:
@newandroidapps
@nosqldigest
@revolution_fr
@delta
@1loriking
@doc_jjk
@chidambara09
@c_coolidge
@therickwilson
@vernapolitics

Top Tweeters in G1:
@nosqldigest
@chidambara09
@vernapolitics
@rogerfortrump
@thejossgroup
@pybiandstuff
@pa
@monitoringdaily
@nate_cohn
@jdmar3

Top Tweeters in G2:
@revolution_fr
@raulpacheco
@wbur
@faznet
@audioboom
@wccubbison
@yodspica
@politico_steve
@bmtoday
@contemprainn

Top Tweeters in G3:
@1loriking
@doc_jjk
@demfromct
@headlines4you
@colchester1891
@indiegop
@google
@lizmseger
@big_data_flow
@pewresearch

Top Tweeters in G4:
@wsj
@ericsturrock
@lind
@marketingweeked
@harvardchansph
@nielsen
@statcan_eng
@urbaninstitute
@djsresearch
@insightsmrx

Top Tweeters in G5:
@newandroidapps
@c_coolidge
@rubiuscomearepa
@ferejohn
@kkondik
@bcarpano
@ichotiner
@ex0kings
@logandobson
@sfcpoll

Top Tweeters in G6:
@noahcrothman
@saralang
@forecasterenten
@jbendery
@benefitvburden
@aedwardslevy
@skoczela
@gfk
@pulsa48
@drjmahone

Top Tweeters in G7:
@therickwilson
@patrickruffini
@id4socialmedia
@jon_m_rob
@dannagal
@seth_b_samuels
@jblevins0
@kande6318
@future__ghost
@ckafura

Top Tweeters in G8:
@a_new_freedom
@algerie_lu
@cochonbutcher
@facebook
@twitter
@bradspahn
@headwayresearch
@provalisres
@tguterbock
@bertoninick

Top Tweeters in G9:
@lovestats
@chroniclevitae
@westat
@philipsbrenner
@brad1723
@jodts
@kim_standing

Top Tweeters in G10:
@johnkellywiles
@peoples_pundit
@emmy600
@gousaamer114
@sylpete
@jakebur31532384