#scpolitics, Twitter, 2/7/2020 10:22:07 PM, 220688


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#scpolitics Twitter NodeXL SNA Map and Report for Friday, 07 February 2020 at 18:43 UTC
#scpolitics Twitter NodeXL SNA Map and Report for Friday, 07 February 2020 at 18:43 UTC
From:
marc_smith
Uploaded on:
February 07, 2020
Short Description:
#scpolitics via NodeXL http://bit.ly/2Uwe8VH
@angryvoters
@lindseygrahamsc
@akeleven
@demswork4usa
@vox_democracy
@senatortimscott
@openletterbot
@iowademocrats
@lowellcouncilor
@c82477

Top hashtags:
#bernie2020
#scpolitics
#medicareforall
#scpol
#nhpolitics

Description:
Description
The graph represents a network of 630 Twitter users whose recent tweets contained "#scpolitics", 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, 07 February 2020 at 18:44 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 2-minute period from Thursday, 30 January 2020 at 15:31 UTC to Friday, 07 February 2020 at 18:33 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 : 630
Unique Edges : 609
Edges With Duplicates : 957
Total Edges : 1566
Number of Edge Types : 5
Mentions : 364
Tweet : 120
Retweet : 662
MentionsInRetweet : 407
Replies to : 13
Self-Loops : 121
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 19
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 550
Maximum Edges in a Connected Component : 1442
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.440728
Graph Density : 0.0019506901859843
Modularity : 0.410048
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 630 Twitter users whose recent tweets contained "#scpolitics", 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, 07 February 2020 at 18:44 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 2-minute period from Thursday, 30 January 2020 at 15:31 UTC to Friday, 07 February 2020 at 18:33 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #scpolitics
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[64] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=835740314006511618&text=resist
[52] https://secure.actblue.com/donate/dw_scsen
[5] https://scvotes.org/south-carolina-voter-registration-information
[5] https://www.campusvoteproject.org/stateguides/south-carolina
[4] https://www.politico.com/news/2020/01/30/postal-workers-union-endorses-sanders-109485
[2] https://wrko.iheart.com/featured/the-kuhner-report/
[2] https://thehill.com/hilltv/rising/480937-krystal-ball-differences-between-biden-and-sanders-represents-epic-generational
[2] https://www.rollingstone.com/politics/politics-news/bernie-sanders-no-billionaire-wins-money-chase-933125/
[2] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2020/01/27/leading-9-new-iowa-poll-sanders-says-his-campaign-worst-nightmare-trump-and%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1
[2] https://www.cnn.com/2020/01/19/politics/pramila-jayapal-endorses-bernie-sanders/index.html

Top URLs in Tweet in G1:
[4] https://www.politico.com/news/2020/01/30/postal-workers-union-endorses-sanders-109485
[2] https://www.rollingstone.com/politics/politics-news/bernie-sanders-no-billionaire-wins-money-chase-933125/
[2] https://www.cnbc.com/2020/01/30/sanders-surges-biden-plateaus-in-2020-democratic-primary-nbc-wsj-poll.html?__source=sharebar|twitter&par=sharebar
[2] https://www.cnn.com/2020/01/19/politics/pramila-jayapal-endorses-bernie-sanders/index.html
[2] https://www.thenation.com/article/politics/mark-pocan-sanders-wisconsin/
[2] https://www.chicagotribune.com/midwest/ct-mark-pocan-endorses-bernie-sanders-20200116-4lwvp2gxffczlmtzxceyh2zj6i-story.html
[2] https://www.theguardian.com/commentisfree/2020/jan/28/bernie-sanders-iowa-caucuses-numbers-art-cullen?CMP=share_btn_tw
[2] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2020/01/27/leading-9-new-iowa-poll-sanders-says-his-campaign-worst-nightmare-trump-and%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1
[2] https://thehill.com/hilltv/rising/480937-krystal-ball-differences-between-biden-and-sanders-represents-epic-generational
[1] https://politics.theonion.com/dnc-mulls-asking-donald-trump-to-run-as-democrat-in-eff-1841432132

Top URLs in Tweet in G2:
[64] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=835740314006511618&text=resist
[1] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=835740314006511618&text=sign%2520JHWSVH
[1] https://secure.actblue.com/donate/dw_scsen
[1] https://www.rawstory.com/2020/02/lindsey-graham-takes-a-swipe-at-mitt-romneys-faith-his-religion-is-clouding-his-thinking/
[1] https://twitter.com/jslovegrove/status/1224802952893865984
[1] https://twitter.com/MoeBrownSC/status/1222938631997939713

Top URLs in Tweet in G3:
[51] https://secure.actblue.com/donate/dw_scsen
[5] https://scvotes.org/south-carolina-voter-registration-information
[5] https://www.campusvoteproject.org/stateguides/south-carolina
[1] https://iwillvote.com/
[1] https://www.voteriders.org/get-voter-id/voter-id-info-cards/
[1] https://twitter.com/SuMoh7/status/1219448485067530240

Top URLs in Tweet in G5:
[1] https://www.pscp.tv/BernieSanders/1yNGaQoXwkVGj?t=15m54s
[1] https://twitter.com/JordanChariton/status/1225100833026502656
[1] https://twitter.com/Bern2Bern/status/1225394101316734977
[1] https://twitter.com/Mrtonytig/status/1223292483204812801
[1] https://twitter.com/jknotjk/status/1223352480534343680
[1] https://twitter.com/RashidaTlaib/status/1223452015092752389
[1] https://twitter.com/BernieSanders/status/1225524699217702918
[1] https://twitter.com/PpollingNumbers/status/1225466965520719872
[1] https://www.pscp.tv/BernieSanders/1MnGnQRmPwBKO?t=17m6s

Top URLs in Tweet in G6:
[1] https://twitter.com/postandcourier/status/1224803274123087873
[1] https://apple.news/A1sJkeR3hS-KFlciU97-rBw

Top URLs in Tweet in G7:
[2] https://wrko.iheart.com/featured/the-kuhner-report/
[1] https://95wxtk.iheart.com/
[1] https://twitter.com/ewarren/status/1222550230094286848
[1] https://twitter.com/ewarren/status/1223790871256162306
[1] https://stoppocahontas.com/

Top URLs in Tweet in G8:
[1] https://twitter.com/Calilint/status/1222911701777076224

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[52] actblue.com
[22] shareaholic.com
[13] thehill.com
[7] thenation.com
[5] scvotes.org
[5] campusvoteproject.org
[5] politico.com
[3] iheart.com
[3] washingtonpost.com

Top Domains in Tweet in G1:
[22] shareaholic.com
[13] thehill.com
[7] thenation.com
[5] politico.com
[3] washingtonpost.com
[2] theonion.com
[2] rollingstone.com
[2] cnbc.com
[2] commondreams.org
[2] dailyiowan.com

Top Domains in Tweet in G2:
[67] twitter.com
[1] actblue.com
[1] rawstory.com

Top Domains in Tweet in G3:
[51] actblue.com
[5] scvotes.org
[5] campusvoteproject.org
[1] iwillvote.com
[1] voteriders.org
[1] twitter.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] pscp.tv

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

Top Domains in Tweet in G7:
[3] iheart.com
[2] twitter.com
[1] stoppocahontas.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[559] bernie2020
[367] scpolitics
[201] medicareforall
[162] scpol
[141] nhpolitics
[121] iapolitics
[119] iacaucus
[116] nvpolitics
[114] capolitics
[114] p2



Top Hashtags in Tweet in G1:
[406] bernie2020
[169] medicareforall
[105] p2
[105] scpolitics
[105] nvpolitics
[104] nhpolitics
[104] copolitics
[104] capolitics
[103] 1u
[103] iacaucus

Top Hashtags in Tweet in G2:
[198] scpolitics
[152] scpol
[89] sc04
[69] sc01
[36] impeach
[29] sc02
[18] sc05
[10] sc07
[10] sc03
[10] hiphoprepublicans

Top Hashtags in Tweet in G3:
[56] scsen
[51] election2020
[10] southcarolina
[6] scpolitics
[5] scpol
[5] demswork4usa
[4] est
[4] democrats
[4] progressives
[3] sc

Top Hashtags in Tweet in G4:
[38] bernie2020
[15] medicareforall
[1] nytimes

Top Hashtags in Tweet in G5:
[97] bernie2020
[15] medicareforall
[9] scpolitics
[9] capolitics
[8] nhpolitics
[7] nvpolitics
[7] mapolitics
[6] flpolitics
[5] mnpolitics
[5] iacaucus

Top Hashtags in Tweet in G6:
[11] scpolitics
[6] lindseygraham
[2] nateleupp
[2] cherylcuthrell
[2] curtissmith
[2] scgop
[2] scprimary
[1] democraticprimary
[1] exgop
[1] 2020sofar

Top Hashtags in Tweet in G7:
[13] iapolitics
[13] nhpolitics
[13] mapoli
[13] scpolitics
[1] stoppocahontas
[1] fakeindianfriday

Top Hashtags in Tweet in G8:
[2] scsen
[2] scleg
[2] scpol
[2] scpolitics
[2] sctweets
[2] sc

Top Hashtags in Tweet in G9:
[16] bernie2020
[6] p2

Top Hashtags in Tweet in G10:
[7] burlington
[7] iowa
[1] trump
[1] iacaucus
[1] iapolitics
[1] nhpolitics
[1] scpolitics
[1] pentagon
[1] vets
[1] veterans

Top Words
Top Words in Tweet in Entire Graph:
[1253] Words in Sentiment List#1: Positive
[248] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[35070] Non-categorized Words
[36571] Total Words
[1209] #scpolitics
[853] #bernie2020
[847] #nhpolitics
[817] union
[815] #nvpolitics

Top Words in Tweet in G1:
[625] #bernie2020
[617] union
[585] #p2
[585] #scpolitics
[585] #nvpolitics
[580] #1u
[574] #capolitics
[569] #nhpolitics
[569] #copolitics
[564] #medicareforall

Top Words in Tweet in G2:
[257] #scpolitics
[241] #scpol
[234] lindseygrahamsc
[232] delivered
[232] letter
[207] senatortimscott
[99] write
[89] #sc04
[70] #sc01
[64] betsy

Top Words in Tweet in G3:
[59] #scpolitics
[58] #southcarolina
[58] #scpol
[58] #demswork4usa
[56] jaime
[56] harrison
[56] #scsen
[56] demswork4usa
[56] #est
[56] #democrats

Top Words in Tweet in G4:
[48] #bernie2020
[48] #p2
[48] #capolitics
[48] #scpolitics
[48] #nvpolitics
[47] #medicareforall
[47] #1u
[47] #nhpolitics
[47] #iapolitics
[47] #copolitics

Top Words in Tweet in G5:
[156] #scpolitics
[156] #bernie2020
[154] #nvpolitics
[154] #nhpolitics
[153] #capolitics
[147] #iapolitics
[146] #p2
[145] #copolitics
[144] #1u
[142] union

Top Words in Tweet in G6:
[24] amp
[19] #scpolitics
[10] republican
[8] sister
[8] family
[8] came
[8] over
[8] made
[8] delicious
[8] potato

Top Words in Tweet in G7:
[29] #iapolitics
[29] #nhpolitics
[29] #mapoli
[29] #scpolitics
[19] holly
[19] robichaud
[19] tune
[19] listen
[19] online
[16] pocahontas

Top Words in Tweet in G8:
[4] sc
[2] #scsen
[2] #scleg
[2] #scpol
[2] #scpolitics
[2] #sctweets
[2] southcarolina
[2] #sc
[2] unitebluesc
[2] unitewomensc

Top Words in Tweet in G9:
[20] #bernie2020
[19] #medicareforall
[19] #p2
[19] #1u
[19] #nhpolitics
[19] #iapolitics
[19] #copolitics
[19] #capolitics
[19] #scpolitics
[19] #nvpolitics

Top Words in Tweet in G10:
[7] joebiden
[7] event
[7] #burlington
[7] #iowa
[7] morning
[7] talking
[7] smears
[7] against
[7] military
[7] heros

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[814] #scpolitics,#nvpolitics
[794] #p2,#1u
[789] #capolitics,#scpolitics
[697] #iapolitics,#iacaucus
[692] #copolitics,#capolitics
[671] #bernie2020,#medicareforall
[649] #iacaucus,#copolitics
[628] #1u,#pda
[555] #medicareforall,#p2
[466] #nhpolitics,#fitn

Top Word Pairs in Tweet in G1:
[585] #scpolitics,#nvpolitics
[580] #p2,#1u
[574] #capolitics,#scpolitics
[508] #copolitics,#capolitics
[502] #bernie2020,#medicareforall
[501] #iapolitics,#iacaucus
[474] #iacaucus,#copolitics
[462] #1u,#pda
[397] #medicareforall,#p2
[341] #nhpolitics,#fitn

Top Word Pairs in Tweet in G2:
[239] #scpolitics,#scpol
[232] delivered,letter
[189] lindseygrahamsc,senatortimscott
[89] #sc04,#scpolitics
[74] #scpol,write
[70] #sc01,#scpolitics
[66] senatortimscott,#sc04
[64] letter,betsy
[64] betsy,spartanburg
[64] spartanburg,lindseygrahamsc

Top Word Pairs in Tweet in G3:
[56] jaime,harrison
[56] harrison,#scsen
[56] #scpol,#scpolitics
[56] #democrats,#progressives
[51] defeat,lindsey
[51] lindsey,graham
[51] graham,#election2020
[51] #election2020,nov
[51] nov,support
[51] support,jaime

Top Word Pairs in Tweet in G4:
[48] #capolitics,#scpolitics
[48] #scpolitics,#nvpolitics
[47] #p2,#1u
[46] #iapolitics,#iacaucus
[39] #medicareforall,#p2
[38] #iacaucus,#copolitics
[37] #1u,#pda
[37] #copolitics,#capolitics
[33] #bernie2020,#medicareforall
[32] #nhpolitics,#fitn

Top Word Pairs in Tweet in G5:
[153] #scpolitics,#nvpolitics
[144] #p2,#1u
[144] #capolitics,#scpolitics
[132] #iapolitics,#iacaucus
[126] #iacaucus,#copolitics
[126] #copolitics,#capolitics
[121] #bernie2020,#medicareforall
[116] #1u,#pda
[110] #medicareforall,#p2
[84] #nhpolitics,#fitn

Top Word Pairs in Tweet in G6:
[8] sister,amp
[8] amp,family
[8] family,came
[8] came,over
[8] over,amp
[8] amp,made
[8] made,delicious
[8] delicious,potato
[8] potato,corn
[8] corn,chowder

Top Word Pairs in Tweet in G7:
[22] #mapoli,#nhpolitics
[21] #nhpolitics,#iapolitics
[21] #iapolitics,#scpolitics
[19] holly,robichaud
[19] tune,listen
[19] listen,online
[19] online,#mapoli
[12] wrko680,thekuhnerreport
[7] iowa,stopped
[7] stopped,pocahontas

Top Word Pairs in Tweet in G8:
[2] #scsen,#scleg
[2] #scleg,#scpol
[2] #scpol,#scpolitics
[2] #scpolitics,#sctweets
[2] #sctweets,southcarolina
[2] #sc,unitebluesc
[2] unitebluesc,unitewomensc
[2] unitewomensc,charleston
[2] charleston,sc
[2] sc,indivisiblesc_2

Top Word Pairs in Tweet in G9:
[19] #p2,#1u
[19] #copolitics,#capolitics
[19] #capolitics,#scpolitics
[19] #scpolitics,#nvpolitics
[17] #iapolitics,#iacaucus
[15] bernie,sanders
[14] #nhpolitics,#iapolitics
[13] #bernie2020,#medicareforall
[12] #1u,#pda
[10] #iacaucus,#copolitics

Top Word Pairs in Tweet in G10:
[7] joebiden,event
[7] event,#burlington
[7] #burlington,#iowa
[7] #iowa,morning
[7] morning,talking
[7] talking,smears
[7] smears,against
[7] against,military
[7] military,heros
[7] heros,amp

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lindseygrahamsc
@senatortimscott
@demswork4usa
@dmregister
@nytimes
@thenation
@iowademocrats
@repcunningham
@wrko680
@thekuhnerreport

Top Mentioned in G1:
@dmregister
@nytimes
@iowademocrats
@businessinsider
@thenation
@nicholsuprising
@theroot

Top Mentioned in G2:
@lindseygrahamsc
@senatortimscott
@repcunningham
@rawstory
@reptomrice
@reptimmons
@repralphnorman
@repjeffduncan
@senatorromney
@lisamurkowski

Top Mentioned in G3:
@demswork4usa
@harrisonjaime
@georgetakei
@sumoh7
@analisa_swan
@animaeme
@resistersis20
@scforyang
@lindseygrahamsc

Top Mentioned in G4:
@thenation
@iowademocrats
@nicholsuprising

Top Mentioned in G5:
@dmregister
@nytimes
@iowademocrats
@sensanders
@berniesanders
@thenation
@harvard4bernie
@theroot

Top Mentioned in G6:
@gvillecountygop
@bobinglis

Top Mentioned in G7:
@wrko680
@thekuhnerreport
@95wxtk
@michellemalkin

Top Mentioned in G8:
@unitebluesc
@unitewomensc
@indivisiblesc_2
@indivisiblesc04
@indivisiblescv
@indivisiblesct
@indivisiblesc1
@schousedems
@scsenatedems
@lancasterscdems

Top Mentioned in G9:
@theroot

Top Mentioned in G10:
@joebiden

Top Tweeters
Top Tweeters in Entire Graph:
@jojokejohn
@billm9
@dancas2
@drdaveanddee
@truthglow
@dgendvil
@b1e56df9ce6549f
@businessinsider
@openletterbot
@asmith702

Top Tweeters in G1:
@jojokejohn
@billm9
@drdaveanddee
@truthglow
@dgendvil
@b1e56df9ce6549f
@businessinsider
@shaktilila
@ajgma
@godandthebear

Top Tweeters in G2:
@openletterbot
@akeleven
@bjorkian15
@kals55
@snw106
@miamipapers
@courageousgirl2
@thekeeper2016
@jenscorpio83
@diannemando

Top Tweeters in G3:
@freeandclear1
@deemoney521
@knight201701
@sabulosaa
@carollarue
@sumoh7
@wtime90
@didikins4life
@analisa_swan
@crazyhorse2126

Top Tweeters in G4:
@dancas2
@tawanda46
@mariluna329
@mesquitepenny
@lesawilbert
@descobar91
@fdracolyte
@thenation
@therealmoatsad
@abbybrickler

Top Tweeters in G5:
@nytimes
@agski48
@uvklvr47
@rudefulk
@fmalchemist
@l_gale517
@dmregister
@lilyrex
@bernieshq
@katyushablaze

Top Tweeters in G6:
@lonestarmomcom
@ubervaper
@bleigh6
@dccra
@alwaystiredtoo
@jfalemos
@linda_glandorf
@smreade
@frequentbuyer1
@mrbillgross

Top Tweeters in G7:
@joedunn8
@bennythekite
@danwantsfreedom
@stickybacksigns
@michellemalkin
@wrko680
@laxmammi
@realwoodskiff2
@95wxtk
@dougsearstewks

Top Tweeters in G8:
@dierdrelewis
@indivisiblesc04
@unitebluesc
@indivisiblesc_2
@unitewomensc
@lancasterscdems
@schousedems
@scsenatedems
@indivisiblescv
@lexscdems

Top Tweeters in G9:
@tates5a
@theroot
@thermaljames
@tlsmith1963
@scotty2971
@collinschulze
@ricardoibanez49

Top Tweeters in G10:
@susanvermazen
@mikelm31
@nancymitok
@lawsonmulvihill
@krauseforiowa
@blogforiowa
@joebiden


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