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From:
Connected Action NodeXL-Reports
Uploaded on:
February 13, 2020
Short Description:
AUSA via NodeXL http://bit.ly/2SmWr9A
@ericholder
@glennkirschner2
@klasfeldreports
@carriecordero
@jordanfabian
@nycsouthpaw
@scottmstedman
@shimonpro
@qjurecic
@erniestone8

Top hashtags:
#rogerstone
#ausa
#telepase
#aubsaslaplata
#tránsito
#usarmy
#nike
#avenatti

Description:
Description
The graph represents a network of 12,386 Twitter users whose recent tweets contained "AUSA", 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 Thursday, 13 February 2020 at 15:34 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 50-minute period from Wednesday, 05 February 2020 at 07:03 UTC to Thursday, 13 February 2020 at 14:54 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 : 12386
Unique Edges : 16311
Edges With Duplicates : 4085
Total Edges : 20396
Number of Edge Types : 5
MentionsInRetweet : 3310
Replies to : 2140
Tweet : 648
Mentions : 2048
Retweet : 12250
Self-Loops : 651
Reciprocated Vertex Pair Ratio : 0.00426017040681627
Reciprocated Edge Ratio : 0.00848419668996833
Connected Components : 409
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 11380
Maximum Edges in a Connected Component : 18752
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.174156
Graph Density : 0.000109106476173726
Modularity : 0.652567
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 12,386 Twitter users whose recent tweets contained "AUSA", 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 Thursday, 13 February 2020 at 15:34 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 50-minute period from Wednesday, 05 February 2020 at 07:03 UTC to Thursday, 13 February 2020 at 14:54 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 : AUSA
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[494] https://www.courtlistener.com/recap/gov.uscourts.dcd.203583/gov.uscourts.dcd.203583.283.0_1.pdf
[207] https://www.foxnews.com/politics/doj-expected-to-scale-back-roger-stones-extreme-sentencing-recommendation-official.amp?__twitter_impression=true
[172] https://twitter.com/nycsouthpaw/status/1227359967566598146
[64] https://news.yahoo.com/judge-strikes-blow-us-immigration-013407774.html
[19] https://www.patreon.com/posts/33748692
[16] https://telepase.com.ar/
[8] https://twitter.com/USAttyMcSwain/status/1225847888179322881
[5] https://twitter.com/awprokop/status/1227336064219656195
[5] https://www.ausa.org/news/2021-budget-include-%E2%80%98robust%E2%80%99-benefits-package
[5] https://twitter.com/amarimow/status/1227327932491870214

Top URLs in Tweet in G1:
[2] https://www.nytimes.com/2020/02/11/us/politics/roger-stone-sentencing.html?referringSource=articleShare
[1] https://twitter.com/RyanRuggiero/status/1227326067117035521

Top URLs in Tweet in G2:
[1] https://www.courtlistener.com/recap/gov.uscourts.dcd.203583/gov.uscourts.dcd.203583.283.0_1.pdf
[1] https://twitter.com/renato_mariotti/status/1227278366409154561

Top URLs in Tweet in G3:
[1] https://twitter.com/MMineiro_CNS/status/1227324924827721730?s=20
[1] https://twitter.com/maddow/status/1227347951267217413
[1] https://twitter.com/nycsouthpaw/status/1227359967566598146
[1] https://twitter.com/BarbMcQuade/status/1227302762909663232

Top URLs in Tweet in G5:
[4] https://twitter.com/amarimow/status/1227327932491870214
[4] https://www.foxnews.com/politics/doj-expected-to-scale-back-roger-stones-extreme-sentencing-recommendation-official.amp?__twitter_impression=true
[4] https://www.courtlistener.com/recap/gov.uscourts.dcd.203583/gov.uscourts.dcd.203583.283.0_1.pdf
[1] https://twitter.com/JesseRodriguez/status/1227336813712461825
[1] http://pacer-documents.s3.amazonaws.com/36/203582/04517655820.pdf
[1] https://twitter.com/DelWilber/status/1227327823733514242
[1] https://twitter.com/DavidLaufmanLaw/status/1227299216332075008
[1] https://twitter.com/awprokop/status/1227336064219656195?s=19
[1] https://www.justice.gov/usao-dc/special-assistant-us-attorney-positions

Top URLs in Tweet in G6:
[16] https://www.patreon.com/posts/33748692
[5] https://www.foxnews.com/politics/doj-expected-to-scale-back-roger-stones-extreme-sentencing-recommendation-official.amp?__twitter_impression=true
[3] http://patreon.com/posts/33748692e
[3] https://threadreaderapp.com/thread/1225076962630230019.html
[2] https://www.courtlistener.com/recap/gov.uscourts.dcd.203583/gov.uscourts.dcd.203583.283.0_1.pdf
[1] https://www.justice.gov/usao-dc/pr/attorney-general-lynch-recognizes-blackwater-prosecution-team-award-distinguished-service
[1] https://www.courthousenews.com/jury-hears-closing-arguments-in-trial-of-roger-stone/
[1] https://twitter.com/innercitypress/status/1225066086896488448
[1] https://twitter.com/innercitypress/status/1225116484315291656
[1] http://www.innercitypress.com/sdny1limanrayicp021120.html

Top URLs in Tweet in G7:
[5] https://twitter.com/nycsouthpaw/status/1227359967566598146
[1] https://twitter.com/AaronBlake/status/1227324697496444929
[1] https://twitter.com/charlie_savage/status/1227409597041958912
[1] https://twitter.com/preetbharara/status/1227405621227638784
[1] https://twitter.com/nbcnews/status/1227400874785431557
[1] https://www.politico.com/news/2020/02/11/justice-department-backs-away-stiff-sentence-roger-stone-114006
[1] https://twitter.com/wdam/status/1227405962698465280
[1] https://www.courtlistener.com/recap/gov.uscourts.dcd.203583/gov.uscourts.dcd.203583.283.0_1.pdf
[1] https://twitter.com/thehill/status/1227294504971051010

Top URLs in Tweet in G8:
[478] https://www.courtlistener.com/recap/gov.uscourts.dcd.203583/gov.uscourts.dcd.203583.283.0_1.pdf
[5] https://www.foxnews.com/politics/doj-expected-to-scale-back-roger-stones-extreme-sentencing-recommendation-official.amp?__twitter_impression=true
[2] https://twitter.com/nycsouthpaw/status/1227359967566598146
[1] https://twitter.com/amarimow/status/1227327932491870214
[1] https://boingboing.net/2020/02/11/tuesday-afternoon-massacre-an.html
[1] https://apnews.com/f9addeca0df46d91442701d1420ed046
[1] https://www.patreon.com/posts/33748692

Top URLs in Tweet in G9:
[150] https://twitter.com/nycsouthpaw/status/1227359967566598146
[1] https://twitter.com/bradheath/status/1227336436426461184

Top URLs in Tweet in G10:
[8] https://twitter.com/USAttyMcSwain/status/1225847888179322881
[1] https://twitter.com/Jordanfabian/status/1227328136041451532
[1] https://www.patreon.com/posts/33748692

Top Domains
Top Domains in Tweet in Entire Graph:
[495] courtlistener.com
[338] twitter.com
[207] foxnews.com
[64] yahoo.com
[58] ausa.org
[24] patreon.com
[21] com.ar
[15] org.uk
[12] youtube.com
[11] instagram.com

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

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

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

Top Domains in Tweet in G5:
[8] twitter.com
[4] foxnews.com
[4] courtlistener.com
[1] amazonaws.com
[1] justice.gov

Top Domains in Tweet in G6:
[21] patreon.com
[7] twitter.com
[5] foxnews.com
[3] google.com
[3] threadreaderapp.com
[2] youtube.com
[2] courtlistener.com
[2] uscourts.gov
[1] justice.gov
[1] courthousenews.com

Top Domains in Tweet in G7:
[11] twitter.com
[1] politico.com
[1] courtlistener.com

Top Domains in Tweet in G8:
[478] courtlistener.com
[5] foxnews.com
[3] twitter.com
[1] boingboing.net
[1] apnews.com
[1] patreon.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[415] rogerstone
[56] ausa
[43] telepase
[36] aubsaslaplata
[35] tránsito
[33] usarmy
[24] nike
[23] avenatti
[21] ausaagm
[18] auschamps



Top Hashtags in Tweet in G1:
[1] purdonnation

Top Hashtags in Tweet in G2:
[2] doj
[1] rogerstone

Top Hashtags in Tweet in G3:
[2] rogerstone

Top Hashtags in Tweet in G5:
[2] rogerstone

Top Hashtags in Tweet in G6:
[21] nike
[20] avenatti
[7] sdny
[6] adidas
[2] rogerstone
[1] onecoin
[1] disgraceful
[1] rethuglicon

Top Hashtags in Tweet in G7:
[12] rogerstone
[5] ausa
[4] tuesdaynightmassacre
[3] lawenforcement
[2] projecteject
[2] russiancollusionhoax
[2] agbarr
[1] disbarbarr
[1] impeachedforever
[1] psn

Top Hashtags in Tweet in G8:
[10] rogerstone
[1] avenatti
[1] nike

Top Hashtags in Tweet in G10:
[1] avenatti
[1] nike

Top Words
Top Words in Tweet in Entire Graph:
[12602] Words in Sentiment List#1: Positive
[23105] Words in Sentiment List#2: Negative
[23] Words in Sentiment List#3: Angry/Violent
[511881] Non-categorized Words
[547588] Total Words
[14954] ausa
[11770] doj
[7039] kravis
[4488] zelinsky
[4053] public

Top Words in Tweet in G1:
[5256] doj
[2639] ausa
[2628] kravis
[2628] main
[2626] zelinsky
[2626] shown
[2626] more
[2626] guts
[2626] adherence
[2626] rule

Top Words in Tweet in G2:
[3058] public
[1849] doj
[1720] ausa
[1694] kravis
[1535] one
[1532] trump
[1532] stop
[1531] prosecutors
[1530] dc
[1529] jon

Top Words in Tweet in G3:
[1637] doj
[1602] ausa
[1360] trump
[1312] stone
[1298] roger
[1297] sentencing
[1269] resigned
[1246] judge
[1246] gagged
[1246] rec

Top Words in Tweet in G4:
[938] ausa
[809] prosecutors
[809] one
[774] withdraw
[774] case
[769] three
[769] resigns
[769] position
[769] altogether
[769] protest

Top Words in Tweet in G5:
[1183] truth
[1183] matters
[1005] ausa
[802] still
[647] stone
[555] marando
[521] roger
[478] law
[419] institutions
[401] michael

Top Words in Tweet in G6:
[1134] ausa
[357] matthewleeicp
[357] sdnylive
[357] washtimes
[343] doj
[253] another
[248] withdrawn
[228] businessinsider
[228] ktvz
[228] dcexaminer

Top Words in Tweet in G7:
[767] ausa
[447] doj
[308] explain
[290] memo
[270] senior
[266] zelinsky
[264] thejusticedept
[261] supplemental
[259] behind
[257] idea

Top Words in Tweet in G8:
[779] ausa
[636] kravis
[588] stone
[528] prosecutor
[523] jonathan
[514] another
[484] resigns
[482] qjurecic
[478] wow
[478] ambiguity

Top Words in Tweet in G9:
[663] ausa
[521] resigned
[512] case
[489] withdrawn
[477] number
[477] four
[189] doj
[98] kravis
[70] trump
[66] public

Top Words in Tweet in G10:
[466] ausa
[401] zelinsky
[393] well
[384] district
[381] case
[379] maryland
[377] see
[374] still
[373] jordanfabian
[373] cases

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3494] rule,law
[3407] ausa,kravis
[3389] main,doj
[3385] more,guts
[3384] kravis,zelinsky
[3384] zelinsky,shown
[3384] shown,more
[3384] guts,adherence
[3384] adherence,rule
[3384] law,many

Top Word Pairs in Tweet in G1:
[2626] ausa,kravis
[2626] kravis,zelinsky
[2626] zelinsky,shown
[2626] shown,more
[2626] more,guts
[2626] guts,adherence
[2626] adherence,rule
[2626] rule,law
[2626] law,many
[2625] many,serving

Top Word Pairs in Tweet in G2:
[1529] ausa,jon
[1529] jon,kravis
[1529] kravis,outstanding
[1529] outstanding,honorable
[1529] honorable,ethical
[1529] ethical,career
[1529] career,public
[1529] public,servant
[1529] servant,one
[1529] one,country

Top Word Pairs in Tweet in G3:
[1298] roger,stone
[1245] upshot,doj
[1245] doj,explain
[1245] explain,federal
[1245] federal,judge
[1245] judge,gagged
[1245] gagged,roger
[1245] stone,threatening
[1245] threatening,social
[1245] social,media

Top Word Pairs in Tweet in G4:
[769] three,prosecutors
[769] prosecutors,withdraw
[769] withdraw,case
[769] case,one
[769] one,resigns
[769] resigns,ausa
[769] ausa,position
[769] position,altogether
[769] altogether,protest
[769] protest,tell

Top Word Pairs in Tweet in G5:
[791] truth,still
[791] still,matters
[521] roger,stone
[400] michael,marando
[392] ausa,michael
[392] truth,matters
[392] matters,truth
[391] light,roger
[391] stone,news
[391] news,ausa

Top Word Pairs in Tweet in G6:
[357] matthewleeicp,sdnylive
[228] sdnylive,businessinsider
[193] businessinsider,ktvz
[158] ktvz,dcexaminer
[151] jonathan,kravis
[146] ausa,jonathan
[143] another,ausa
[143] kravis,withdrawn
[143] withdrawn,appears
[143] appears,resigned

Top Word Pairs in Tweet in G7:
[263] memo,ausa
[256] idea,doesn
[256] doesn,senior
[256] senior,thejusticedept
[256] thejusticedept,official
[256] official,actually
[256] actually,made
[256] made,decision
[256] decision,file
[256] file,supplemental

Top Word Pairs in Tweet in G8:
[523] jonathan,kravis
[492] prosecutor,jonathan
[484] resigns,ausa
[478] qjurecic,wow
[478] wow,another
[478] another,stone
[478] stone,prosecutor
[478] kravis,resigns
[478] ausa,ambiguity
[70] roger,stone

Top Word Pairs in Tweet in G9:
[477] number,four
[477] four,ausa
[477] ausa,case
[477] case,withdrawn
[477] withdrawn,resigned
[54] ausa,kravis
[54] kravis,zelinsky
[54] zelinsky,shown
[54] shown,more
[54] more,guts

Top Word Pairs in Tweet in G10:
[372] bloomberg's,jordanfabian
[372] jordanfabian,zelinsky
[372] zelinsky,still
[372] still,ausa
[372] ausa,district
[372] district,maryland
[372] maryland,uncertainty
[372] uncertainty,happens
[372] happens,zelinksy's
[372] zelinksy's,cases

Top Replied-To
Top Replied-To in Entire Graph:
@qjurecic
@matthewleeicp
@ausa_1224
@repadamschiff
@jyaki_jyajya
@shimonpro
@renaanime
@ausa
@ausa_2092
@sidneypowell1

Top Replied-To in G1:
@brianschatz
@hwyblues
@tqpurdon
@ericholder

Top Replied-To in G2:
@clearsidemusic
@qjurecic
@philiprucker

Top Replied-To in G3:
@klasfeldreports
@jaketapper
@shimonpro
@delavegalaw
@maryc1850sadler
@jazzshaw
@thatchhd
@traciemac_bmore
@wokyleeks

Top Replied-To in G5:
@shimonpro
@qjurecic
@macfarlanenews
@bradheath
@delwilber
@emptywheel
@aviramh
@gregolear
@schafer1868
@maggienyt

Top Replied-To in G6:
@matthewleeicp
@truefactsstated
@lauferlaw
@ericgarland
@loriesuez
@cretehashimnow
@vice
@joshschwerin
@qjurecic
@innercitypress

Top Replied-To in G7:
@matthewamiller
@kyledcheney
@tribelaw
@asharangappa_
@mimirocah1
@sallyqyates
@deepakguptalaw
@nytimes
@qjurecic
@akivamcohen

Top Replied-To in G8:
@qjurecic
@delwilber
@rismithiii
@mjschabow

Top Replied-To in G9:
@devlinbarrett
@scottmstedman
@colinjones
@meyersh
@jdawsey1

Top Replied-To in G10:
@techno_fog
@shipwreckedcrew
@orinkerr
@lifewithoutlack
@jbinnall
@finbarmcallist1
@truthandlaw8
@adamwinge
@billoreilly
@themarketswork

Top Mentioned
Top Mentioned in Entire Graph:
@jordanfabian
@sdnylive
@washtimes
@thejusticedept
@businessinsider
@ktvz
@dcexaminer
@hsu_spencer
@newsobserver
@nakednews

Top Mentioned in G1:
@tonyawardell

Top Mentioned in G3:
@hsu_spencer
@jaketapper
@didifrench
@eliehonig
@file411
@kpolantz

Top Mentioned in G5:
@hsu_spencer
@emptywheel
@thejusticedept
@delwilber
@bradheath
@maggienyt
@lindseygrahamsc
@sar_oso
@eamonjavers
@popehat

Top Mentioned in G6:
@sdnylive
@washtimes
@businessinsider
@ktvz
@dcexaminer
@newsobserver
@nakednews
@lvillesprtslive
@espionagenews
@cyberscoopnews

Top Mentioned in G7:
@thejusticedept
@hsu_spencer
@sdmsnews
@mimirocah1
@hattiesburgpd
@atfhq
@hattiesburg_ms
@ezraklein
@mcadoogordon
@asharangappa_

Top Mentioned in G8:
@hsu_spencer
@thejusticedept
@jordanfabian
@emptywheel
@realdonaldtrump
@drbluman
@qjurecic
@nycsouthpaw
@alx
@rudygiuliani

Top Mentioned in G9:
@thejusticedept
@gregpmiller
@thomasafine
@jwgop
@scottmstedman
@devlinbarrett
@mattzap

Top Mentioned in G10:
@jordanfabian
@icegov
@realdonaldtrump
@orinkerr
@techno_fog
@marinamedvin
@engei_des_todes
@leahgreenb
@harrylitman

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@missb62
@dichristine
@bub_jp
@monicasloves
@souljahsingh
@cloudwanderer3
@mattmurph24
@jobs_board
@kat4obama

Top Tweeters in G1:
@serendipitysays
@russelltim151
@trump_enemy
@bistycsross
@newyorker2212
@mwhalan
@wise_diva
@pgrandee10
@pamcurtis4210
@gregmroscoe

Top Tweeters in G2:
@yarosisnancy
@brendaperrott
@rhiles2760
@fieryreddragon
@ecclesias
@nancypeggy
@briangrnotabot
@kristafrances
@hockeyfangirl12
@maryalicebisho2

Top Tweeters in G3:
@phillip92321
@bannerite
@debilu2
@cheezwitham
@lesleygsmith3
@jamestoupin
@pas5974
@paulstewartii
@carlyinnj
@enrico056

Top Tweeters in G4:
@morgfair
@mariayells
@vi44
@kath2252
@alaskarebel
@blackrepublican
@jayoung1892
@pebblegreen2
@lorettabower3
@masg66

Top Tweeters in G5:
@monicasloves
@gottalaff
@kenkircher1
@b1e56df9ce6549f
@ungubunugu1274
@lisakbromley
@theresamax
@windmillcharger
@katcapps
@trixywh

Top Tweeters in G6:
@billm9
@dclarediane
@porridgeisgood
@ggg_says
@businessinsider
@justwhatnowwhy
@liverpotlian
@79topper
@eyegloarts
@wellness4you13

Top Tweeters in G7:
@missb62
@dichristine
@mattmurph24
@kat4obama
@argojournal
@inspiteoftrump
@thehill
@anthonybourque
@sherrikuczeryk
@loulachat

Top Tweeters in G8:
@myplace4u
@britpoptarts
@gojira007x
@lechatnoire4
@homegypsy
@grandpooba5440
@lovetogive2
@1loriking
@mayirmamay14
@princessbravato

Top Tweeters in G9:
@tottenbill
@jhamby
@loyaltotrump
@euethnic
@disasterpastor
@marykeithbare1
@reggiebub
@smp0312
@miamidecor
@stevijopayne

Top Tweeters in G10:
@joefreedomlove
@patriot_girl_tx
@davealvord164
@woitekj
@fasting39
@owlwoman911_
@1catherinesiena
@doctorcara
@icare4america16
@friendlyjmc


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