followthemoney, Twitter, 1/23/2019 6:32:57 PM, 182955


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followthemoney_2019-01-23_09-49-21.xlsx
followthemoney_2019-01-23_09-49-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
followthemoney via NodeXL http://bit.ly/2U5VxMK
@realdonaldtrump
@almostjingo
@youngdems4trump
@kimusastrong
@americanvoterus
@lovetogive2
@ceeshell59
@kimmwaters4
@lnw4trump
@jamess020770

Top hashtags:
#followthemoney
#arizonamafia
#thewall
#nxivm

Description:
Description
The graph represents a network of 5,243 Twitter users whose tweets in the requested range contained "followthemoney", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 January 2019 at 17:50 UTC.

The requested start date was Wednesday, 23 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 10-hour, 7-minute period from Wednesday, 16 January 2019 at 14:53 UTC to Wednesday, 23 January 2019 at 01:00 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 : 5243
Unique Edges : 6575
Edges With Duplicates : 2586
Total Edges : 9161
Number of Edge Types : 3
Mentions : 7588
Replies to : 966
Tweet : 607
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.0065668906536347
Reciprocated Edge Ratio : 0.0130480958883326
Connected Components : 513
Single-Vertex Connected Components : 252
Maximum Vertices in a Connected Component : 3799
Maximum Edges in a Connected Component : 7152
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.927496
Graph Density : 0.000239813947165833
Modularity : 0.674736
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[552] https://uslibertywire.com/company-co-founded-by-nancy-pelosis-son-charged-with-fraud/
[57] https://twitter.com/savingamerica4u/status/1087744906184085504
[9] https://twitter.com/JannardMarc/status/1085835526459060226
[7] https://twitter.com/kylegriffin1/status/1087410782764257280
[5] http://followthemoney.org
[5] https://twitter.com/ninaandtito/status/1030979993550159872
[4] https://twitter.com/Connected_dev/status/1087693393365483525
[4] https://www.youtube.com/watch?v=4CKA582wqK0&feature=youtu.be

[4] https://twitter.com/charliekirk11/status/1086678490475319296
[4] https://www.thevintagenews.com/2019/01/15/carmel-sapphire/

Top URLs in Tweet in G1:
[3] https://www.youtube.com/watch?v=4CKA582wqK0&feature=youtu.be

[3] https://www.washingtonpost.com/blogs/plum-line/wp/2018/07/20/the-entire-republican-party-is-becoming-a-russian-asset/?utm_term=.d6d366dfa085
[2] https://www.pbs.org/newshour/politics/treasury-secretary-mnuchin-urges-senators-to-ease-russia-sanctions
[2] https://twitter.com/proudresister/status/1086044620826365952
[2] https://www.bloomberg.com/news/articles/2018-10-16/mcconnell-blames-entitlements-not-gop-for-rising-deficits?fbclid=IwAR3HEHIFnK-LK5hOfIHIxi93xETALudqELQ58_ARepeUDFih624kI6GH5y4
[2] https://twitter.com/i/moments/902176312126840833
[2] https://twitter.com/business/status/1086987354898878464
[2] http://www.whitepages.com/
[2] http://FEC.gov
[1] https://twitter.com/jonswaine/status/1085001211663785984

Top URLs in Tweet in G3:
[2] https://twitter.com/SwampysGhost/status/1085593275979976704
[1] https://twitter.com/i/web/status/1085610416774930432
[1] https://twitter.com/i/web/status/1086025750891974656
[1] https://twitter.com/i/web/status/1083004449965178880
[1] https://twitter.com/i/web/status/1085566734428487681

Top URLs in Tweet in G4:
[541] https://uslibertywire.com/company-co-founded-by-nancy-pelosis-son-charged-with-fraud/
[1] https://twitter.com/kristyC00/status/1086850689194614784

Top URLs in Tweet in G5:
[56] https://twitter.com/savingamerica4u/status/1087744906184085504
[6] https://uslibertywire.com/company-co-founded-by-nancy-pelosis-son-charged-with-fraud/
[1] https://twitter.com/realjeffreyp/status/1086347155802128388
[1] https://twitter.com/i/web/status/1086355087335649280

Top URLs in Tweet in G6:
[3] https://twitter.com/charliekirk11/status/1086678490475319296
[1] https://www.infowars.com/man-unable-to-speak-walk-see-or-breathe-days-after-getting-flu-shot/
[1] https://twitter.com/i/web/status/1085557259424415744
[1] https://www.youtube.com/watch?v=Iq6UaEnePLQ&feature=youtu.be

[1] https://twitter.com/i/web/status/1085569795565727745
[1] https://twitter.com/charliekirk11/status/1085506987033538560
[1] https://twitter.com/i/web/status/1085600287711207425
[1] https://twitter.com/dwtl13/status/1085590443385974784
[1] https://www.amazon.com/dp/1792799217
[1] https://twitter.com/RepDougCollins/status/1085300790066139136

Top URLs in Tweet in G7:
[4] https://twitter.com/ninaandtito/status/1030979993550159872
[3] https://member.rapnet.com/news/NewsItem.aspx?ArticleID=6216&ArticleTitle=Lev+Leviev+Becomes+Second-Largest+Exporter+of+Congo+Diamonds
[2] https://twitter.com/ninaandtito/status/916095153726730240
[2] https://twitter.com/lovetogive2/status/1038593700912279552
[2] https://twitter.com/tentoads4truth/status/1083746558028394497
[2] http://bit.ly/2ffaOMa
[2] https://twitter.com/lovetogive2/status/897565918959517696
[1] https://twitter.com/i/web/status/1087873503255293952
[1] https://www.scribd.com/book/112650109
[1] https://www.haaretz.com/us-news/massive-new-leak-links-russia-and-a-trump-cabinet-member-1.5463210

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1087835357171851265
[1] https://twitter.com/i/web/status/1087520453306966016
[1] https://twitter.com/i/web/status/1085586471493324801
[1] https://twitter.com/i/web/status/1086237826612572161
[1] https://twitter.com/i/web/status/1086262835426906113
[1] https://twitter.com/i/web/status/1087536019996520448
[1] https://twitter.com/i/web/status/1087234069904015360
[1] https://twitter.com/i/web/status/1087538641834893312
[1] https://twitter.com/i/web/status/1087746014352531461
[1] https://twitter.com/i/web/status/1087771465670262785

Top URLs in Tweet in G9:
[3] https://uslibertywire.com/company-co-founded-by-nancy-pelosis-son-charged-with-fraud/
[1] https://twitter.com/savingamerica4u/status/1087744906184085504
[1] https://twitter.com/i/web/status/1085917197426294785

Top URLs in Tweet in G10:
[4] https://www.thevintagenews.com/2019/01/15/carmel-sapphire/
[2] https://www.youtube.com/watch?v=fehQzRaHZSQ&feature=youtu.be

[1] https://twitter.com/i/web/status/1087877111757578240
[1] https://twitter.com/NRDC/status/1085553578683568128
[1] https://kfor.com/2019/01/16/fda-expands-list-of-recalled-dog-food-9-brands-pulled-for-making-dogs-violently-ill/
[1] https://twitter.com/i/web/status/1085622933647691776
[1] https://twitter.com/i/web/status/1085630306063912960
[1] https://twitter.com/NVICLoeDown/status/1085356119072088064
[1] https://twitter.com/Basanti87505210/status/1086660631753867265
[1] https://www.cbc.ca/news/world/india-s-top-court-rejects-novartis-cancer-drug-patent-bid-1.1362212

Top Domains
Top Domains in Tweet in Entire Graph:
[1080] twitter.com
[552] uslibertywire.com
[20] paper.li
[12] youtube.com
[9] followthemoney.org
[7] followthemoney.com
[7] msn.com
[5] facebook.com
[4] washingtonpost.com
[4] blogspot.com

Top Domains in Tweet in G1:
[312] twitter.com
[7] msn.com
[3] bloomberg.com
[3] youtube.com
[3] washingtonpost.com
[2] vanityfair.com
[2] pbs.org
[2] dallasnews.com
[2] whitepages.com
[2] fec.gov

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

Top Domains in Tweet in G4:
[541] uslibertywire.com
[1] twitter.com

Top Domains in Tweet in G5:
[58] twitter.com
[6] uslibertywire.com

Top Domains in Tweet in G6:
[144] twitter.com
[9] paper.li
[4] google.com
[3] youtube.com
[3] blogspot.com
[3] facebook.com
[2] ftm.nl
[2] reuters.com
[2] followthemoney.org
[2] instagram.com

Top Domains in Tweet in G7:
[35] twitter.com
[3] rapnet.com
[3] bit.ly
[1] scribd.com
[1] haaretz.com
[1] forbes.com
[1] kimalbrecht.com
[1] buzzfeednews.com
[1] democracynow.org
[1] theguardian.com

Top Domains in Tweet in G8:
[97] twitter.com
[1] sourcewatch.org
[1] reuters.com
[1] motherjones.com
[1] chicagotribune.com
[1] howardforums.com

Top Domains in Tweet in G9:
[3] uslibertywire.com
[2] twitter.com

Top Domains in Tweet in G10:
[35] twitter.com
[4] thevintagenews.com
[2] youtube.com
[1] kfor.com
[1] cbc.ca
[1] ketv.com
[1] atomicheritage.org
[1] bibliotecapleyades.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2362] followthemoney
[227] arizonamafia
[224] thewall
[224] nxivm
[200] inauguralslushfund
[116] houseofrepresentatives
[98] trumpshutdown
[84] maga
[82] trump
[79] trumprussia



Top Hashtags in Tweet in G1:
[339] followthemoney
[198] inauguralslushfund
[116] houseofrepresentatives
[81] trumpshutdown
[75] trump
[69] maga
[65] trumpresign
[58] senate
[58] herutuk
[58] hasbara

Top Hashtags in Tweet in G2:
[3] followthemoney
[1] disgracefulnancyandchuck

Top Hashtags in Tweet in G3:
[38] followthemoney
[2] themoreyouknow
[2] thebillcomesduealways
[1] wearewatching
[1] gop
[1] wewantourwall
[1] keepitshut
[1] cutthefat
[1] rif
[1] slushfunds

Top Hashtags in Tweet in G4:
[547] followthemoney
[3] deepstate
[2] carbontaxes
[1] savetheplanet
[1] savingtheplanet
[1] carboncredit

Top Hashtags in Tweet in G5:
[219] thewall
[219] arizonamafia
[219] nxivm
[63] followthemoney
[56] clintoncrimefamily
[1] mexico
[1] wwg1wga

Top Hashtags in Tweet in G6:
[215] followthemoney
[11] collusion
[10] obstruction
[10] politicalsynergy
[10] dontforgetvicepres
[7] cash
[6] buildthewall
[6] maga
[5] flower
[5] wwg1wga

Top Hashtags in Tweet in G7:
[84] followthemoney
[19] trumprussia
[5] gop
[5] resist
[5] goprussia
[5] goldmansachs
[4] jpmorgan
[4] goldman
[4] sachs
[4] followthebanks

Top Hashtags in Tweet in G8:
[111] followthemoney
[54] commander_in_thief
[34] putinpuppet
[17] donthecon
[8] justaholes
[8] muellertime
[5] grifter
[3] gopbastards
[3] resist
[2] gaslighting

Top Hashtags in Tweet in G9:
[5] followthemoney
[1] clintoncrimefamily
[1] buildthewall
[1] bordersecurity
[1] thewall
[1] arizonamafia
[1] nxivm

Top Hashtags in Tweet in G10:
[52] followthemoney
[23] sniff
[9] bab
[8] mam
[7] watershipdown
[6] wedonotconsent
[6] spygate
[5] catch22
[3] shutdown
[3] epa

Top Words
Top Words in Tweet in Entire Graph:
[1663] Words in Sentiment List#1: Positive
[3176] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[93717] Non-categorized Words
[98556] Total Words
[3839] s
[2368] followthemoney
[1449] pelosi
[1212] nancy
[1118] fraud

Top Words in Tweet in G1:
[453] realdonaldtrump
[397] s
[339] followthemoney
[219] t
[201] don
[201] know
[198] inauguralslushfund
[197] day
[196] still
[195] 30m

Top Words in Tweet in G2:
[1902] s
[633] annual
[633] salary
[633] 193
[633] 400
[633] office
[633] years
[633] 5
[633] now
[633] subtract

Top Words in Tweet in G3:
[633] t
[630] almostjingo
[606] american
[602] chapo
[602] paid
[602] mexican
[602] president
[602] s
[602] didn
[602] pay

Top Words in Tweet in G4:
[1082] fraud
[547] followthemoney
[546] s
[541] alert
[541] company
[541] co
[541] founded
[541] nancy
[541] pelosi
[541] charged

Top Words in Tweet in G5:
[240] s
[228] pelosi
[219] excellent
[219] thread
[219] realjeffreyp
[219] regarding
[219] strong
[219] opposition
[219] thewall
[219] ties

Top Words in Tweet in G6:
[216] followthemoney
[27] s
[23] trump
[23] money
[15] company
[13] co
[12] up
[12] collusion
[12] days
[11] t

Top Words in Tweet in G7:
[87] followthemoney
[53] lovetogive2
[19] trumprussia
[15] vidalexperience
[15] tanyastwit
[14] ninaandtito
[14] trump
[14] campaign
[12] s
[12] grantstern

Top Words in Tweet in G8:
[111] followthemoney
[54] commander_in_thief
[36] administrative
[36] leave
[35] pending
[35] investigation
[34] putinpuppet
[23] realdonaldtrump
[17] donthecon
[13] vote

Top Words in Tweet in G9:
[130] democrats
[128] americanvoterus
[73] american
[72] borders
[71] please
[71] tell
[71] willing
[71] risk
[71] precious
[71] lives

Top Words in Tweet in G10:
[53] followthemoney
[23] sniff
[19] americans
[19] water
[18] meanwhile
[18] 170
[18] million
[17] drinking
[17] radioactive
[17] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1432] pelosi,s
[1210] nancy,pelosi
[641] annual,salary
[641] salary,193
[641] 193,400
[641] now,subtract
[641] subtract,cost
[640] s,annual
[640] 400,s
[640] s,office

Top Word Pairs in Tweet in G1:
[200] don,t
[195] still,don
[195] t,know
[180] realdonaldtrump,presidency
[180] presidency,still
[180] know,spent
[180] spent,30m
[180] 30m,inauguralslushfund
[166] s,day
[166] inauguralslushfund,s

Top Word Pairs in Tweet in G2:
[633] annual,salary
[633] salary,193
[633] 193,400
[633] now,subtract
[633] subtract,cost
[632] nancy,pelosi
[632] pelosi,s
[632] s,annual
[632] 400,s
[632] s,office

Top Word Pairs in Tweet in G3:
[602] chapo,paid
[602] paid,mexican
[602] mexican,president
[602] president,s
[602] s,didn
[602] didn,t
[602] t,pay
[602] pay,american
[602] american,politicians
[602] politicians,open

Top Word Pairs in Tweet in G4:
[541] fraud,alert
[541] alert,company
[541] company,co
[541] co,founded
[541] founded,nancy
[541] nancy,pelosi
[541] pelosi,s
[541] s,charged
[541] charged,fraud
[541] fraud,followthemoney

Top Word Pairs in Tweet in G5:
[228] pelosi,s
[219] excellent,thread
[219] thread,realjeffreyp
[219] realjeffreyp,regarding
[219] regarding,pelosi
[219] s,strong
[219] strong,opposition
[219] opposition,thewall
[219] thewall,ties
[219] ties,arizonamafia

Top Word Pairs in Tweet in G6:
[10] company,co
[10] co,founded
[10] founded,nancy
[10] nancy,pelosi
[10] pelosi,s
[10] s,charged
[10] charged,fraud
[10] fraud,followthemoney
[10] days,personal
[10] personal,protest

Top Word Pairs in Tweet in G7:
[9] detroitjean,truthseekingiam
[9] truthseekingiam,jennycohn1
[9] jennycohn1,vidalexperience
[9] vidalexperience,tanyastwit
[9] tanyastwit,krukmatt
[9] krukmatt,followthemoney
[9] followthemoney,roadmap
[8] lovetogive2,detroitjean
[8] roadmap,kar
[6] saill,1jasliz

Top Word Pairs in Tweet in G8:
[43] commander_in_thief,followthemoney
[36] administrative,leave
[35] leave,pending
[34] pending,investigation
[34] investigation,putinpuppet
[27] putinpuppet,commander_in_thief
[11] journey,67
[11] 67,senators
[11] senators,begins
[11] begins,single

Top Word Pairs in Tweet in G9:
[71] please,tell
[71] tell,democrats
[71] democrats,willing
[71] willing,risk
[71] risk,precious
[71] precious,american
[71] american,lives
[71] lives,protecting
[71] protecting,countries
[70] americanvoterus,please

Top Word Pairs in Tweet in G10:
[18] meanwhile,170
[18] 170,million
[18] million,americans
[17] americans,drinking
[17] drinking,radioactive
[17] radioactive,water
[15] water,sniff
[13] make,plastic
[13] plastic,trash
[13] trash,new

Top Replied-To
Top Replied-To in Entire Graph:
@ap
@realdonaldtrump
@gop
@jacobawohl
@funder
@charliekirk11
@msnbc
@senatemajldr
@krassenstein
@randpaul

Top Replied-To in G1:
@ap
@realdonaldtrump
@gop
@funder
@msnbc
@senatemajldr
@krassenstein
@randpaul
@whitehouse
@billkristol

Top Replied-To in G2:
@youngdems4trump

Top Replied-To in G3:
@senategop
@richardengel

Top Replied-To in G5:
@_montana_bound_

Top Replied-To in G7:
@grantstern
@ninaandtito
@khanoisseur
@realdonaldtrump
@markyat51942789
@derwouter
@detroitjean
@jasonleopold
@jjj5819

Top Replied-To in G8:
@realdonaldtrump
@crewcrew
@mcfaul
@repadamschiff
@judicialwatch
@politico
@spicyfiles
@realjameswoods
@patricklsimpson
@rudygiuliani

Top Replied-To in G10:
@sensanders
@cachemtrails
@nvicloedown
@rachbach007
@kroatoanwwiii
@hedgeenergy
@chrisdunkerljs
@huskerwheat
@amandawisco
@iaeaorg

Top Mentioned
Top Mentioned in Entire Graph:
@almostjingo
@youngdems4trump
@kimusastrong
@realdonaldtrump
@realjeffreyp
@lnw4trump
@stevekerrigan
@gop
@americanvoterus
@housegop

Top Mentioned in G1:
@realdonaldtrump
@stevekerrigan
@gop
@housegop
@commoncause
@public_citizen
@sunfoundation
@nypost
@usrepresent
@senatefloor

Top Mentioned in G2:
@youngdems4trump
@almostjingo

Top Mentioned in G3:
@almostjingo
@mradambird
@eyegloarts
@michaeldelauzon
@hotlinejosh
@realdonaldtrump

Top Mentioned in G4:
@kimusastrong
@almostjingo
@stillfreescotty

Top Mentioned in G5:
@realjeffreyp
@lnw4trump
@mollyday15
@kimusastrong
@almostjingo
@youngdems4trump
@americanvoterus

Top Mentioned in G6:
@dannyking307
@billmcgee
@tweetvickie
@leon_fan

Top Mentioned in G7:
@lovetogive2
@vidalexperience
@tanyastwit
@ninaandtito
@krukmatt
@jennycohn1
@truthseekingiam
@therynheart
@detroitjean
@grantstern

Top Mentioned in G8:
@realdonaldtrump
@whitehouse
@stevenmnuchin1
@mittromney
@repswalwell
@buzzfeed
@tmobile
@senategop
@donaldjtrumpjr
@metaquest

Top Mentioned in G9:
@americanvoterus
@uscg
@youngdems4trump
@kimusastrong
@almostjingo
@mollyday15
@realdonaldtrump
@lnw4trump
@realjeffreyp

Top Mentioned in G10:
@sunshinethegrey
@minotauresse
@blueequus775
@rachbach007
@sensanders
@gravedi18102810
@louisleoiv
@garyruskin
@billgates
@iaeane

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@mattmurph24
@missyjo79
@washumom
@marxpace
@billm9
@9975ts
@pckj3627
@jtblogs
@metaquest

Top Tweeters in G1:
@walmart
@victorspencz
@foxnews
@baronianconsult
@teakinrj
@beverlynotmypre
@reuters
@nytimes
@nevada_dem
@dwinfrey72

Top Tweeters in G2:
@rickandkim30yrs
@cathyspartanj
@aivmi
@growingaway
@christiannew360
@ptsd1471
@cocothepatriot
@lubstenky
@processcivil
@glendabelle_11

Top Tweeters in G3:
@pmgeezer
@mkues65
@sweetfreedom29
@quicksilver2723
@vjeannek
@mmarty1230
@winegirl73
@friendlyjmc
@eyegloarts
@lochthescot

Top Tweeters in G4:
@jtblogs
@mzee26
@janiek13
@dsdr2011
@theeleanordavis
@jantxnc
@debtarkon
@53kalevasjanice
@viclovesanimals
@southernkimmy

Top Tweeters in G5:
@missyjo79
@patriotmarie
@ambinc1
@harrellryan1
@vetapologist
@gaetasusan
@blanken01
@bgood12345
@kag4all
@john_kissmybot

Top Tweeters in G6:
@marxpace
@alinatede
@riseupabove
@wildeoscarcat
@pameladrew
@quick13
@deegr8whiteluvr
@lawdawgseven
@warriors_mom
@northwind1ndn

Top Tweeters in G7:
@billm9
@sherrikuczeryk
@darlene09465021
@lovetogive2
@samhainnight
@planetscape
@jjj5819
@jgionova
@coton_luver
@puestoloco

Top Tweeters in G8:
@metaquest
@thehill
@tmobile
@johnlundin
@adedapolinda
@politico
@therickwilson
@grannygethealth
@radiofreetom
@emptywheel

Top Tweeters in G9:
@saveaslave
@darhar981
@kahlersabrina
@daisy49103
@miki9857
@famdoc7
@mazurikl
@sherib1957
@nancyrutas
@bonniemurphy

Top Tweeters in G10:
@minotauresse
@justwhatnowwhy
@katalin_pota
@mikeloburgio
@pppatticake
@paulsorrentino3
@ketv
@sunshinethegrey
@motherjones
@denverpost


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