#nc13, Twitter, 8/16/2019 3:22:25 PM, 207038


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#nc13_2019-08-15_22-55-14.xlsx
#nc13_2019-08-15_22-55-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2019
Short Description:
#nc13 via NodeXL http://bit.ly/2YUtCWI
@reptedbudd
@realdonaldtrump
@need2impeachclt
@electra661
@lyndiejay
@buddforcongress
@dccc
@granvillereal
@repmarkmeadows
@sunflowerw_2

Top hashtags:
#nc13
#needtoimpeach
#redawaken2020
#ncpol
#patriotsunite
#northcarolina

Description:
Description
The graph represents a network of 308 Twitter users whose tweets in the requested range contained "#nc13", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 August 2019 at 05:55 UTC.

The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 19-hour, 15-minute period from Monday, 03 June 2019 at 00:06 UTC to Tuesday, 13 August 2019 at 19:22 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 : 308
Unique Edges : 453
Edges With Duplicates : 140
Total Edges : 593
Number of Edge Types : 3
Mentions : 562
Replies to : 13
Tweet : 18
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.016260162601626
Reciprocated Edge Ratio : 0.032
Connected Components : 17
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 237
Maximum Edges in a Connected Component : 524
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.80679
Graph Density : 0.00528787173738314
Modularity : 0.654959
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[53] http://www.usatoday.com/story/opinion/2016/09/29/dont-vote-for-donald-trump-editorial-board-editorials-debates/91295020/
[23] https://twitter.com/Need2Impeach/status/1156247204501151744
[1] https://twitter.com/philmore1968/status/1156947218731081730
[1] https://twitter.com/reptedbudd/status/1153772706397085701
[1] https://twitter.com/RepTedBudd/status/1141732939249651712
[1] https://www.facebook.com/story.php?story_fbid=10161910103185026&id=501610025
[1] https://twitter.com/WhitfordBradley/status/1151661789500723201
[1] https://triad-city-beat.com/outside-groups-pour-millions-3-pivotal-nc-congressional-races/
[1] https://www.instagram.com/p/Bz5w_udnQN9/?igshid=1qacrc9mu4frd
[1] https://twitter.com/sedley1/status/1144964244036837376

Top URLs in Tweet in G1:
[1] http://TedBudd.com
[1] https://twitter.com/buddforcongress/status/1150956421636378624
[1] https://twitter.com/buddforcongress/status/1143340867954122752
[1] https://secure.anedot.com/ted-budd-for-congress/c6bb1b0ce45cc08d59127?fbclid=IwAR2Dd3zxpdnNqrRYK2dzEJBdmyZQ5-xPLcyDCzYk7Mv6cvhgfuRm64livs0

Top URLs in Tweet in G2:
[53] http://www.usatoday.com/story/opinion/2016/09/29/dont-vote-for-donald-trump-editorial-board-editorials-debates/91295020/
[23] https://twitter.com/Need2Impeach/status/1156247204501151744

Top URLs in Tweet in G3:
[1] https://twitter.com/philmore1968/status/1156947218731081730
[1] https://twitter.com/sedley1/status/1144964244036837376
[1] https://twitter.com/raicestexas/status/1142208563298701312

Top URLs in Tweet in G5:
[1] https://twitter.com/dccc/status/1089925385536573440

Top URLs in Tweet in G6:
[1] https://twitter.com/GranvilleReal/status/1105323098688114688

Top URLs in Tweet in G9:
[1] https://www.facebook.com/story.php?story_fbid=10161910103185026&id=501610025
[1] https://twitter.com/RepTedBudd/status/1141732939249651712

Top URLs in Tweet in G10:
[1] https://twitter.com/nightlypolitics/status/1135332173831999488
[1] https://twitter.com/RedTRaccoon/status/1136030586647326720
[1] https://twitter.com/pollreport/status/1140405193688801280
[1] https://spectrumlocalnews.com/nc/charlotte/news/2019/06/18/city-council-vote-controversial-flag-in-statesville-flag-still-not-allowed?cid=share_twitter
[1] https://twitter.com/WhitfordBradley/status/1151661789500723201
[1] https://twitter.com/reptedbudd/status/1153772706397085701

Top Domains
Top Domains in Tweet in Entire Graph:
[53] usatoday.com
[36] twitter.com
[1] facebook.com
[1] triad-city-beat.com
[1] instagram.com
[1] tedbudd.com
[1] anedot.com
[1] house.gov
[1] spectrumlocalnews.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] tedbudd.com
[1] anedot.com

Top Domains in Tweet in G2:
[53] usatoday.com
[23] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G9:
[1] facebook.com
[1] twitter.com

Top Domains in Tweet in G10:
[5] twitter.com
[1] spectrumlocalnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[214] nc13
[76] needtoimpeach
[64] redawaken2020
[59] ncpol
[52] patriotsunite
[52] northcarolina
[33] nc09
[27] nc12
[26] nc08
[26] nc10



Top Hashtags in Tweet in G1:
[115] nc13
[63] redawaken2020
[52] patriotsunite
[52] northcarolina
[25] ncpol

Top Hashtags in Tweet in G2:
[76] needtoimpeach
[26] nc13
[24] ncpol
[24] nc12
[24] nc09
[24] nc08
[24] nc10
[23] demdebate
[23] nc11
[1] need2impeachclt

Top Hashtags in Tweet in G3:
[37] nc13
[6] americanworkers
[3] nc13librarystory
[2] usmca
[2] libraries
[2] nclanlld2019
[1] gold2019
[1] h1b
[1] h4ead
[1] l1

Top Hashtags in Tweet in G4:
[3] nc13
[2] nc01
[2] nc02
[2] nc04
[2] nc05
[1] nc06
[1] nc07
[1] nc08
[1] nc09
[1] nc10

Top Hashtags in Tweet in G5:
[7] ky06
[7] mi06
[5] mn01
[4] in05
[3] mo02
[3] nc02
[3] nc13
[3] az06
[3] ca22
[3] ca50

Top Hashtags in Tweet in G6:
[3] nc9
[3] nc13
[2] ia03
[2] ca25
[2] ca45
[2] ca48
[2] wa8
[2] wa08
[2] va5
[2] va05

Top Hashtags in Tweet in G7:
[1] az06
[1] ca22
[1] ca50
[1] fl15
[1] fl16
[1] ga07
[1] ia04
[1] il13
[1] ks02
[1] ky06

Top Hashtags in Tweet in G8:
[2] oh10
[2] mn08
[2] fl25
[1] mn01
[1] fl18
[1] il12
[1] oh14
[1] wi01
[1] nc13

Top Hashtags in Tweet in G9:
[10] nc13
[4] ncpol
[4] leadright
[1] mycongressman
[1] usmca

Top Hashtags in Tweet in G10:
[6] nc13
[3] nc02
[3] nc09
[2] ia03
[2] ca25
[2] ca45
[2] ca48
[2] wa8
[2] wa08
[2] va5

Top Words
Top Words in Tweet in Entire Graph:
[257] Words in Sentiment List#1: Positive
[125] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5230] Non-categorized Words
[5612] Total Words
[214] #nc13
[88] conservative
[74] need2impeachclt
[65] today's
[64] #redawaken2020

Top Words in Tweet in G1:
[115] #nc13
[86] conservative
[63] #redawaken2020
[61] gop
[60] electra661
[54] today
[53] please
[53] donate
[52] hey
[52] #patriotsunite

Top Words in Tweet in G2:
[74] need2impeachclt
[53] usa
[53] today's
[53] editorial
[53] board
[53] trump
[53] 'unfit
[53] presidency'
[53] usatoday
[50] #needtoimpeachâ

Top Words in Tweet in G3:
[40] reptedbudd
[37] #nc13
[18] answering
[18] questions
[12] always
[11] thank
[11] amworkco
[9] done
[9] constituent
[9] tonight's

Top Words in Tweet in G4:
[12] north
[12] carolina
[11] gerrymandering
[10] today's
[10] ruling
[10] partisan
[10] hits
[10] deeply
[10] personal
[10] note

Top Words in Tweet in G5:
[7] #ky06
[7] #mi06
[5] #mn01
[5] dccc
[4] washington
[4] republicans
[4] cc
[4] #in05
[4] barrforcongress
[4] uptonforallofus

Top Words in Tweet in G6:
[3] #nc9
[3] #nc13
[2] repmarkmeadows
[2] #ia03
[2] #ca25
[2] #ca45
[2] #ca48
[2] #wa8
[2] #wa08
[2] #va5

Top Words in Tweet in G8:
[6] r
[2] gop
[2] held
[2] house
[2] districts
[2] smallest
[2] pvi
[2] still
[2] awaiting
[2] dem

Top Words in Tweet in G9:
[10] #nc13
[5] reptedbudd
[4] reminder
[4] upcoming
[4] dcgopnc
[4] event
[4] coming
[4] up
[4] #ncpol
[4] #leadright

Top Words in Tweet in G10:
[6] #nc13
[3] #nc02
[3] #nc09
[2] #ia03
[2] #ca25
[2] #ca45
[2] #ca48
[2] #wa8
[2] #wa08
[2] #va5

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] #redawaken2020,#nc13
[53] usa,today's
[53] today's,editorial
[53] editorial,board
[53] board,trump
[53] trump,'unfit
[53] 'unfit,presidency'
[53] presidency',usatoday
[52] need2impeachclt,usa
[52] hey,#patriotsunite

Top Word Pairs in Tweet in G1:
[62] #redawaken2020,#nc13
[52] hey,#patriotsunite
[52] #patriotsunite,#northcarolina
[52] #northcarolina,#nc13
[52] #nc13,please
[52] please,donate
[52] donate,gop
[52] gop,candidate
[52] candidate,running
[52] running,district

Top Word Pairs in Tweet in G2:
[53] usa,today's
[53] today's,editorial
[53] editorial,board
[53] board,trump
[53] trump,'unfit
[53] 'unfit,presidency'
[53] presidency',usatoday
[52] need2impeachclt,usa
[50] usatoday,#needtoimpeachâ
[23] #needtoimpeach,#demdebate

Top Word Pairs in Tweet in G3:
[12] reptedbudd,#nc13
[9] done,answering
[9] answering,constituent
[9] constituent,questions
[9] questions,tonight's
[9] tonight's,telephone
[9] telephone,town
[9] town,hall
[9] hall,always
[9] always,enjoy

Top Word Pairs in Tweet in G4:
[12] north,carolina
[10] today's,ruling
[10] ruling,partisan
[10] partisan,gerrymandering
[10] gerrymandering,hits
[10] hits,deeply
[10] deeply,personal
[10] personal,note
[10] note,north
[10] carolina,home

Top Word Pairs in Tweet in G5:
[4] washington,republicans
[4] barrforcongress,#ky06
[4] #ky06,uptonforallofus
[4] uptonforallofus,#mi06
[4] #mi06,jimhagedornmn
[3] republicans,flatout
[3] flatout,lied
[3] lied,cc
[3] cc,barrforcongress
[3] time,work

Top Word Pairs in Tweet in G6:
[2] #ia03,#ca25
[2] #ca25,#ca45
[2] #ca45,#ca48
[2] #ca48,#wa8
[2] #wa8,#wa08
[2] #wa08,#va5
[2] #va5,#va05
[2] #va05,#nc2
[2] #nc2,#nc02
[2] #nc02,#nc9

Top Word Pairs in Tweet in G8:
[2] gop,held
[2] held,house
[2] house,districts
[2] districts,smallest
[2] smallest,r
[2] r,pvi
[2] pvi,still
[2] still,awaiting
[2] awaiting,dem
[2] dem,challenger

Top Word Pairs in Tweet in G9:
[4] reminder,upcoming
[4] upcoming,dcgopnc
[4] dcgopnc,event
[4] event,coming
[4] coming,up
[4] up,#ncpol
[4] #ncpol,#leadright
[4] #leadright,ncgop
[4] ncgop,#nc13
[3] ncgop13district,reminder

Top Word Pairs in Tweet in G10:
[2] #ia03,#ca25
[2] #ca25,#ca45
[2] #ca45,#ca48
[2] #ca48,#wa8
[2] #wa8,#wa08
[2] #wa08,#va5
[2] #va5,#va05
[2] #va05,#nc2
[2] #nc2,#nc02
[2] #nc02,#nc9

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@need2impeachclt
@gop
@electra661
@usatoday
@reptedbudd
@lyndiejay
@lastnamefree
@buddforcongress
@realdonaldtrump
@toritaylor

Top Mentioned in G1:
@gop
@electra661
@lyndiejay
@lastnamefree
@buddforcongress
@reptedbudd

Top Mentioned in G2:
@need2impeachclt
@usatoday
@realdonaldtrump

Top Mentioned in G3:
@reptedbudd
@amworkco
@samshumatenc
@ncmea
@nafme
@concordc
@nclaonline
@conductord
@ironmountain
@kcontheradio

Top Mentioned in G4:
@toritaylor
@kathymanningnc
@gkbutterfield
@lindafornc
@repdavideprice
@ddadamscongress
@redtraccoon
@watts4congress
@drkyle4congress
@frank4nc

Top Mentioned in G5:
@dccc
@barrforcongress
@uptonforallofus
@jimhagedornmn
@annlwagner
@georgeholding
@buddforcongress
@demwrite
@susanbrooksin
@donjbacon

Top Mentioned in G6:
@repmarkmeadows
@potus
@cosproject
@jim_jordan
@stevescalise
@devinnunes
@loudobbs
@parscale
@ballotpedia
@freedomworks

Top Mentioned in G7:
@ourrevolution
@anitamalik
@philarballo2020
@acampanajjar
@jdscholten
@betsyforil
@colvinformi
@jonhoadley
@johnnyakzam
@liuba4congress

Top Mentioned in G8:
@mathelman
@ohdems
@minnesotadfl
@fladems
@demsforillinois
@wisdems
@ncdemparty

Top Mentioned in G9:
@reptedbudd
@dcgopnc
@ncgop
@ncgop13district
@buddforcongress
@jonwelbornnc

Top Tweeters
Top Tweeters in Entire Graph:
@plantflowes
@upuouo
@resistancenow77
@usatoday
@fangpusskins
@d_roneal
@damian_godden
@trumpcat04
@dsochoa
@dierdrelewis

Top Tweeters in G1:
@d_roneal
@trumpcat04
@fairyq15
@patriot_m1a
@neensca
@rnlynn1958
@ryoatl
@thebaddadder
@dyro874
@flakeybrunette

Top Tweeters in G2:
@plantflowes
@upuouo
@resistancenow77
@usatoday
@damian_godden
@dsochoa
@chloepoliticat
@nanatoyou
@drtommartinphd
@viphires

Top Tweeters in G3:
@sandrac42595084
@katecar84611017
@xarmandkleinx
@nccoastalrltr
@redgia
@zakibouhkbouhk
@all435reps
@kathysmaffy
@thurberdog
@nafme

Top Tweeters in G4:
@fangpusskins
@underoak
@redtraccoon
@toritaylor
@abreezeclayton
@davidwbrown
@robin_eileen34
@blairreeves
@markmellman
@punstiningalls

Top Tweeters in G5:
@demwrite
@holdcongresacct
@liberalintx
@unwrittnhistory
@lynn_riddley
@dccc
@leezeldin
@donjbacon
@jimhagedornmn
@annlwagner

Top Tweeters in G6:
@freedomworks
@fashionabanon
@ballotpedia
@loudobbs
@cosproject
@stevescalise
@sunflowerw_2
@potus
@parscale
@jim_jordan

Top Tweeters in G7:
@indivisibleteam
@johnnyakzam
@warrenrifkin
@liuba4congress
@ourrevolution
@jdscholten
@anitamalik
@jonhoadley
@acampanajjar
@betsyforil

Top Tweeters in G8:
@ohdems
@mathelman
@fladems
@wisdems
@ncdemparty
@kcmktgchick
@minnesotadfl
@demsforillinois

Top Tweeters in G9:
@fryfriend
@jonwelbornnc
@ncgop
@alissa_batts
@rowancogop
@ncgop13district
@dcgopnc

Top Tweeters in G10:
@dierdrelewis
@lexalexander
@drcmusic58
@bowtiepolitics
@asch_t
@aschted


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