davidfrum, Twitter, 1/14/2019 9:13:20 PM, 181936


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davidfrum Twitter NodeXL SNA Map and Report for Monday, 14 January 2019 at 19:53 UTC
davidfrum Twitter NodeXL SNA Map and Report for Monday, 14 January 2019 at 19:53 UTC
From:
Michael__Lieberman
Uploaded on:
January 14, 2019
Short Description:
davidfrum via NodeXL http://bit.ly/2TNo7lS
@davidfrum
@mayawiley
@melissajpeltier
@wbgo883
@georgesalazar6
@southlandwoods
@itsweezie
@deserttukut
@debr3322
@itsallbs2017

Top hashtags:
#trumpunthinkable
#russianasset
#2020election
#trumpresign
#maga
#trumpshutdown

Description:
Description
The graph represents a network of 1,466 Twitter users whose recent tweets contained "davidfrum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 14 January 2019 at 19:53 UTC.

The tweets in the network were tweeted over the 1-hour, 28-minute period from Monday, 14 January 2019 at 18:23 UTC to Monday, 14 January 2019 at 19:52 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.


Overall Graph Metrics
Vertices : 1466
Unique Edges : 1748
Edges With Duplicates : 280
Total Edges : 2028
Self-Loops : 119
Reciprocated Vertex Pair Ratio : 0.00803673938002296
Reciprocated Edge Ratio : 0.0159453302961276
Connected Components : 88
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 1331
Maximum Edges in a Connected Component : 1894
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.159353
Graph Density : 0.000817622655038669
Modularity : 0.596923
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[40] https://www.theatlantic.com/ideas/archive/2019/01/subpoena-trump-putin-helsinki-interpreter/580267/
[37] https://twitter.com/davidfrum/status/1084830325719609344
[28] https://twitter.com/davidfrum/status/1084888820032684032
[27] https://twitter.com/davidfrum/status/1084856943104180226
[26] https://twitter.com/davidfrum/status/1084809571154186241
[24] https://twitter.com/davidfrum/status/1084809168345858048
[13] https://twitter.com/davidfrum/status/1084788648871190529
[12] https://twitter.com/davidfrum/status/1084244357081980931
[6] https://twitter.com/davidfrum/status/1084238382992117761
[6] https://twitter.com/davidfrum/status/1084833259622723584

Top URLs in Tweet in G1:
[35] https://www.theatlantic.com/ideas/archive/2019/01/subpoena-trump-putin-helsinki-interpreter/580267/
[7] https://twitter.com/davidfrum/status/1084888820032684032
[2] https://twitter.com/davidfrum/status/1084255992941031427
[2] https://twitter.com/davidfrum/status/1084830325719609344
[2] https://twitter.com/davidfrum/status/1078656628973539329
[2] https://www.theatlantic.com/ideas/archive/2019/01/subpoena-trump-putin-helsinki-interpreter/580267/?utm_source=twb
[2] https://twitter.com/davidfrum/status/1084833259622723584
[1] https://twitter.com/davidfrum/status/1084809168345858048
[1] https://twitter.com/LindaFrum/status/1084408811442458624
[1] https://twitter.com/realDonaldTrump/status/1084650944846012417?s=19

Top URLs in Tweet in G2:
[1] https://twitter.com/davidfrum/status/1084809571154186241

Top URLs in Tweet in G3:
[1] https://twitter.com/davidfrum/status/1084244357081980931

Top URLs in Tweet in G4:
[6] https://twitter.com/davidfrum/status/1084238382992117761
[2] https://twitter.com/davidfrum/status/1084833259622723584?s=21
[1] https://twitter.com/davidfrum/status/1084888820032684032
[1] https://twitter.com/davidfrum/status/1084244357081980931
[1] https://twitter.com/davidfrum/status/1084815738068762627

Top URLs in Tweet in G5:
[22] https://twitter.com/davidfrum/status/1084830325719609344
[12] https://twitter.com/davidfrum/status/1084856943104180226
[9] https://twitter.com/davidfrum/status/1084888820032684032
[6] https://twitter.com/davidfrum/status/1084788648871190529
[5] https://twitter.com/davidfrum/status/1084809571154186241
[4] https://twitter.com/davidfrum/status/1084833259622723584
[4] https://twitter.com/davidfrum/status/1084244357081980931
[2] https://twitter.com/davidfrum/status/1084815738068762627
[2] https://twitter.com/davidfrum/status/1078656628973539329
[2] https://twitter.com/davidfrum/status/1084811096362487808

Top URLs in Tweet in G6:
[8] https://twitter.com/davidfrum/status/1084888820032684032
[2] https://twitter.com/davidfrum/status/1084809571154186241
[2] https://www.theatlantic.com/ideas/archive/2019/01/subpoena-trump-putin-helsinki-interpreter/580267/
[1] https://www.nytimes.com/2019/01/13/us/politics/bolton-iran-pentagon.html
[1] http://bit.ly/2TP9bn8
[1] https://twitter.com/davidfrum/status/1084830325719609344?s=19
[1] https://twitter.com/davidfrum/status/1084788648871190529
[1] https://twitter.com/davidfrum/status/1084244357081980931

Top URLs in Tweet in G7:
[1] https://twitter.com/davidfrum/status/1084809571154186241
[1] http://on.theatln.tc/eaeWB13
[1] http://bit.ly/2AMtJ90
[1] https://twitter.com/davidfrum/status/1084788648871190529

Top URLs in Tweet in G8:
[1] https://twitter.com/zerlinamaxwell/status/1084835775605338112
[1] https://twitter.com/revdrbarber/status/1084584901788217350
[1] https://twitter.com/dalailama/status/1084759514396516352
[1] https://twitter.com/gopleader/status/1084502775642419201

Top URLs in Tweet in G9:
[23] https://twitter.com/davidfrum/status/1084809168345858048
[1] https://twitter.com/davidfrum/status/1084824640965496832?s=20

Top URLs in Tweet in G10:
[1] https://twitter.com/davidfrum/status/1084856943104180226

Top Domains
Top Domains in Tweet in Entire Graph:
[214] twitter.com
[43] theatlantic.com
[2] bit.ly
[1] pewglobal.org
[1] constitutioncenter.org
[1] theweek.com
[1] independent.org
[1] fivethirtyeight.com
[1] co.uk
[1] fzeentertainment.com

Top Domains in Tweet in G1:
[37] theatlantic.com
[25] twitter.com
[1] pewglobal.org
[1] theweek.com
[1] fivethirtyeight.com
[1] co.uk
[1] fzeentertainment.com

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

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

Top Domains in Tweet in G4:
[11] twitter.com

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

Top Domains in Tweet in G6:
[13] twitter.com
[2] theatlantic.com
[1] nytimes.com
[1] bit.ly

Top Domains in Tweet in G7:
[2] twitter.com
[1] theatln.tc
[1] bit.ly

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

Top Domains in Tweet in G9:
[24] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] trumpunthinkable
[6] russianasset
[5] 2020election
[4] trumpresign
[3] maga
[3] trumpshutdown
[2] trump
[2] impeachthemf
[2] winning
[2] subpoenatheinterpreter



Top Hashtags in Tweet in G1:
[2] russianasset
[2] winning
[2] marinagross
[1] fakenewslibtardmedia
[1] maga
[1] trumptrain2020
[1] libtardideologuehack
[1] fakenewsmedia
[1] enemyofthepeople
[1] subpoenatheinterpreter

Top Hashtags in Tweet in G4:
[1] puertorico
[1] shutdownstories
[1] trumpshutdown

Top Hashtags in Tweet in G5:
[2] trumpresign
[1] trumpshutdown
[1] gopcorruption
[1] maga
[1] impeachtrumpnow
[1] trumprussia
[1] nowallever
[1] subpoenathetranslator
[1] subpoenatheinterpreter
[1] schiff

Top Hashtags in Tweet in G6:
[6] trumpunthinkable
[5] 2020election
[1] putinspupet
[1] trumpresign
[1] trump
[1] resigntrump
[1] trumpresignnow
[1] trumpshutdown
[1] trumprussia
[1] congress

Top Hashtags in Tweet in G7:
[1] maga
[1] nomorals
[1] trumpunthinkable
[1] indecentfoxnews
[1] indecenttrump
[1] indecentgop
[1] mada
[1] makeamericadecentagain

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[29429] Non-categorized Words
[29429] Total Words
[531] shall
[510] davidfrum
[362] president
[329] american
[310] trump

Top Words in Tweet in G1:
[304] president
[294] american
[294] davidfrum
[243] wrong
[239] league
[236] playing
[126] tattoo
[71] being
[67] same
[66] milli

Top Words in Tweet in G2:
[510] shall
[170] struck
[170] dumb
[170] astonishment
[170] sentiments
[170] t
[170] hat
[170] executive
[170] alone
[170] right

Top Words in Tweet in G3:
[143] trump
[142] putin
[141] powerful
[141] image
[141] sends
[141] home
[141] message
[141] extraordinary
[141] probably
[141] treason

Top Words in Tweet in G4:
[8] trump
[6] davidfrum
[6] s
[4] gonna
[4] betty
[4] curry
[4] administration
[3] potus
[3] ananavarro
[3] fbi

Top Words in Tweet in G5:
[12] putin
[12] trump
[10] s
[7] russia
[5] need
[5] know
[5] being
[4] way
[4] thing
[4] right

Top Words in Tweet in G6:
[30] davidfrum
[29] realdonaldtrump
[16] joshrogin
[10] s
[9] president
[7] military
[7] congress
[6] trumpunthinkable
[6] need
[5] american

Top Words in Tweet in G7:
[58] davidfrum
[49] theatlantic
[22] trump
[14] s
[14] putin
[14] interpreter
[10] secret
[9] shall
[9] up
[8] private

Top Words in Tweet in G8:
[7] amp
[5] davidfrum
[4] bbc
[4] guardian
[4] maddow
[3] nytimes
[3] csmonitor
[3] reprubengallego
[3] mcconnell
[3] trump

Top Words in Tweet in G9:
[23] kellyanne
[23] conway
[23] reporter
[23] job
[23] speak
[23] truthfully
[23] precisely
[23] mine

Top Words in Tweet in G10:
[46] norms
[46] knife
[23] 1
[23] notion
[23] abide
[23] fear
[23] future
[23] presidents
[23] absurd
[23] stage

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[322] american,president
[254] wrong,league
[250] president,playing
[250] playing,wrong
[177] struck,dumb
[177] dumb,astonishment
[177] astonishment,sentiments
[177] sentiments,t
[177] t,hat
[177] hat,executive

Top Word Pairs in Tweet in G1:
[288] american,president
[238] wrong,league
[235] president,playing
[235] playing,wrong
[65] milli,vanilli
[63] let's,honest
[63] honest,davidfrum
[63] davidfrum,intellectual
[63] intellectual,same
[63] same,sense

Top Word Pairs in Tweet in G2:
[170] struck,dumb
[170] dumb,astonishment
[170] astonishment,sentiments
[170] sentiments,t
[170] t,hat
[170] hat,executive
[170] executive,alone
[170] alone,shall
[170] shall,right
[170] right,judging

Top Word Pairs in Tweet in G3:
[141] powerful,image
[141] image,sends
[141] sends,home
[141] home,message
[141] message,trump
[141] trump,putin
[141] putin,extraordinary
[141] extraordinary,probably
[141] probably,treason
[17] american,president

Top Word Pairs in Tweet in G4:
[4] s,gonna
[4] gonna,betty
[4] betty,curry
[4] curry,trump
[4] trump,administration
[2] hi,fbi
[2] fbi,please
[2] please,provide
[2] provide,marina
[2] marina,gross

Top Word Pairs in Tweet in G5:
[3] need,know
[2] yes,yes
[2] white,guys
[2] executive,privilege
[2] 2,years
[2] three,principles
[2] principles,sustainability
[2] sustainability,tweet
[2] tweet,sustainable
[2] sustainable,trumpresign

Top Word Pairs in Tweet in G6:
[16] joshrogin,davidfrum
[5] american,president
[5] trumpunthinkable,read
[5] read,weep
[5] weep,use
[5] use,power
[5] power,vote
[5] vote,2020election
[5] 2020election,defeat
[5] defeat,realdonaldtrump

Top Word Pairs in Tweet in G7:
[41] davidfrum,theatlantic
[7] subpoena,interpreter
[6] trump,s
[6] s,determination
[6] determination,defy
[6] defy,normal
[6] normal,presidential
[6] presidential,operating
[6] operating,procedures
[6] procedures,keep

Top Word Pairs in Tweet in G8:
[2] bbc,guardian
[2] guardian,nytimes
[2] nytimes,maddow
[2] maddow,csmonitor
[2] repadamschiff,reprubengallego
[2] mcconnell,amp
[2] amp,trump
[2] trump,amp
[2] usatoday,maddow

Top Word Pairs in Tweet in G9:
[23] kellyanne,conway
[23] conway,reporter
[23] reporter,job
[23] job,speak
[23] speak,truthfully
[23] truthfully,precisely
[23] precisely,mine

Top Word Pairs in Tweet in G10:
[23] 1,notion
[23] notion,abide
[23] abide,norms
[23] norms,fear
[23] fear,future
[23] future,presidents
[23] presidents,absurd
[23] absurd,stage
[23] stage,trump
[23] trump,broke

Top Replied-To
Top Replied-To in Entire Graph:
@davidfrum
@joshrogin
@emeraldrobinson
@sean_linnane
@klasicalliberal
@docbloor
@bbc
@sporkenword
@gradwanski
@zelduh

Top Replied-To in G1:
@davidfrum
@emeraldrobinson
@klasicalliberal
@theplumlinegs
@elk_l
@garry_serre
@desireeresists
@gehirnbergmann
@flaggym
@joshrogin

Top Replied-To in G2:
@politicalsavy07

Top Replied-To in G3:
@davidfrum
@zelduh
@melissajpeltier

Top Replied-To in G4:
@davidfrum
@housedemocrats
@ananavarro
@pbpost
@shelbykstewart
@kwelkernbc
@benjaminwittes
@joshtpm

Top Replied-To in G6:
@joshrogin
@davidfrum
@realdonaldtrump
@gopchairwoman
@fredfleitz
@johnmhuberty
@lachlan

Top Replied-To in G7:
@davidfrum
@sean_linnane
@thewileymiller
@lordycults
@tg17153017
@foxnews

Top Replied-To in G8:
@bbc
@davidfrum

Top Replied-To in G9:
@miafarrow

Top Mentioned
Top Mentioned in Entire Graph:
@davidfrum
@theatlantic
@realdonaldtrump
@gop
@jackposobiec
@maydayruth
@maddow
@docbloor
@nytimes
@donmartinctv

Top Mentioned in G1:
@davidfrum
@jackposobiec
@donmartinctv
@theatlantic
@susanab28396729
@theblackfrag
@realdonaldtrump
@madamepete
@lcaliforinquena
@rossfilms

Top Mentioned in G2:
@davidfrum
@sandykalano

Top Mentioned in G3:
@davidfrum
@shaneharris

Top Mentioned in G4:
@potus
@davidfrum
@fbi
@foxnews
@senatedems
@cnn
@davidcorndc
@nbcnews
@ananavarro
@radiofreetom

Top Mentioned in G6:
@realdonaldtrump
@davidfrum
@theatlantic
@matthewjdowd
@hblodget
@adamserwer
@ellievan65
@panthpnk
@davidmizner
@omgno2trump

Top Mentioned in G7:
@theatlantic
@davidfrum
@perlmutations
@walshfreedom
@tom_j_giordano
@libsinamerica
@robgeorge
@leonkrauze
@seanhannity
@tuckercarlson

Top Mentioned in G8:
@guardian
@maddow
@davidfrum
@nytimes
@csmonitor
@reprubengallego
@usatoday
@ajc
@npr
@repadamschiff

Top Tweeters
Top Tweeters in Entire Graph:
@lehimesa
@onahunttoday
@huffpost
@thehill
@caracolradio
@inspiteoftrump
@guardian
@paulstewartii
@kenkircher1
@vedehimajumdar

Top Tweeters in G1:
@onahunttoday
@inspiteoftrump
@kenkircher1
@vedehimajumdar
@vjeannek
@tshep42
@sws_edu
@buffaloon
@metalmushin
@anoldlefty

Top Tweeters in G2:
@mmwlawtaos1
@beverlynotmypre
@vi44
@jcmarbury
@aziegler
@jjmplsmn
@redboybroken
@lrmorellana
@contenttba
@debr3322

Top Tweeters in G3:
@lehimesa
@melissajpeltier
@wrongestwrong
@570karen
@vcoon53
@evcoc54
@yombe
@demgirl50
@cathyjoegpt
@elvislver56

Top Tweeters in G4:
@thehill
@foxnews
@nytimes
@washingtonpost
@politico
@abcnews
@wsj
@radiofreetom
@nydailynews
@ap

Top Tweeters in G5:
@estarianne
@joeofthenorth
@sunnyjl52
@lucywithsword
@klhoughton
@jholmsted
@ptmurf1016
@caspmax
@stephduchili
@jackox48

Top Tweeters in G6:
@denniscardiff
@greytdog
@motrpolitics1
@normsmusic
@panthpnk
@rue_berger
@matthewjdowd
@nicolasmaduro
@concerned_chi
@ceereedy

Top Tweeters in G7:
@pamcurtis4210
@chris11962
@itsweezie
@foxbusiness
@theatlantic
@libsinamerica
@robgeorge
@leonkrauze
@foxandfriends
@thearst

Top Tweeters in G8:
@huffpost
@caracolradio
@guardian
@csmonitor
@usatoday
@haaretzcom
@aristeguionline
@abc
@ajc
@latimes

Top Tweeters in G9:
@tarynkelly7
@miafarrow
@deb777
@jhogan552
@enigmadayna
@robertlash4
@meli_dye
@sfitzg7747
@suissafrika
@nancyjjackson74

Top Tweeters in G10:
@lkjtexas
@dbhellmd
@42lives
@hehetwofour
@tel_lucido
@cpo10za
@pegstergwhiz
@saltylenore
@twoandoneful
@alefkanic


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