Koch, Twitter, 10/9/2019 10:25:15 PM, 212403


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Koch_2019-10-09_14-41-01.xlsx
Koch_2019-10-09_14-41-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 09, 2019
Short Description:
Koch via NodeXL http://bit.ly/2M3qrny
@tentoads4truth
@dianesbaker1
@gop
@brucesask
@cpc_hq
@cruellaisdevine
@andrewscheer
@anik1968
@anthony__koch
@dfb_team

Top hashtags:
#koch
#diemannschaft
#高知ユナイテッドsc
#高知
#高知家
#gerarg
#womeninstem
#kochbrothers
#cdnpoli

Description:
Description
The graph represents a network of 6,065 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 October 2019 at 21:42 UTC.

The requested start date was Wednesday, 09 October 2019 at 00:01 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 1-day, 5-hour, 28-minute period from Monday, 07 October 2019 at 18:31 UTC to Wednesday, 09 October 2019 at 00:00 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[102] https://www.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html
[59] https://www.theverge.com/2019/10/7/20902725/nasa-all-female-spacewalk-international-space-station-christina-koch-jessica-meir
[53] https://store.shopping.yahoo.co.jp/kochi-usc/kochike-postcard.html
[33] https://www.theverge.com/2019/10/7/20902725/nasa-all-female-spacewalk-international-space-station-christina-koch-jessica-meir?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[24] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.html
[23] https://trib.al/EcD9BHD
[17] https://www.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html?utm_source=fbCNN&utm_term=link&utm_medium=social&utm_content=2019-10-05T02%3A33%3A02
[12] https://edition.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html
[12] https://www.spiegel.de/artikel/a-1290496.html
[11] https://www.express.co.uk/news/science/1187820/NASA-news-space-station-astronaut-selfie-space-pictures-Christina-Koch

Top URLs in Tweet in G1:
[30] https://www.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html
[20] https://trib.al/EcD9BHD
[12] https://edition.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html
[9] https://www.express.co.uk/news/science/1187820/NASA-news-space-station-astronaut-selfie-space-pictures-Christina-Koch
[7] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.html?xrs=RebelMouse_fb&ts=1524750142
[7] https://www.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html?ofs=fbia
[6] https://www.theverge.com/2019/10/7/20902725/nasa-all-female-spacewalk-international-space-station-christina-koch-jessica-meir?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[6] https://www.theverge.com/2019/10/7/20902725/nasa-all-female-spacewalk-international-space-station-christina-koch-jessica-meir
[5] https://www.kicker.de/759742/artikel/harry_ueber_robin_koch_man_ist_da_schon_stolz_
[4] http://www.space.com/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1181272136595456002

Top URLs in Tweet in G3:
[8] https://thinkprogress.org/facebook-fact-checker-koch-climate-deniers-f5288be4c3f9/
[5] https://twitter.com/tentoads4truth/status/1157351166977572866
[3] https://twitter.com/Tentoads4truth/status/1037584391248130048
[3] https://www.prwatch.org/news/2019/10/13498/backlash-against-koch-agenda-leads-recall-drive-against-alaska-governor
[2] https://medium.com/@mboedy/debunking-the-charlie-kirk-origin-story-b718907ce9ca
[2] https://truthout.org/articles/is-the-koch-brothers-curriculum-coming-to-your-child-s-school/
[2] http://amp.tmz.com/2017/08/09/koch-brothers-helped-finance-wonder-woman-with-bill-gates/
[2] https://www.rawstory.com/2017/08/koch-brothers-and-saudi-oil-execs-lobbied-trump-to-remove-chemical-plant-safety-rules/amp/
[2] https://twitter.com/tentoads4truth/status/978033691661189122?s=21
[2] https://www.youtube.com/watch?v=M8nDPGUdi4I&feature=youtu.be


Top URLs in Tweet in G4:
[21] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.html
[2] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.amp.html
[2] https://twitter.com/realdonaldtrump/status/1181232249821388801
[1] https://twitter.com/tentoads4truth/status/1157351166977572866
[1] https://twitter.com/i/web/status/1181657658803331073
[1] https://twitter.com/i/web/status/1181650333631537152
[1] https://twitter.com/i/web/status/1181627297360683008
[1] https://twitter.com/i/web/status/1181609227023978496
[1] https://twitter.com/i/web/status/1181590972691447808
[1] https://twitter.com/i/web/status/1181581435389349889

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1181703771832946688
[1] https://twitter.com/i/web/status/1181295767069368322
[1] https://twitter.com/i/web/status/1181528508578840577
[1] https://twitter.com/i/web/status/1181580843376156673
[1] https://twitter.com/i/web/status/1181560745454125061
[1] https://twitter.com/i/web/status/1181564138721595399
[1] https://twitter.com/i/web/status/1181579552239362048
[1] https://theconservativetreehouse.com/2019/10/07/house-speaker-nancy-pelosi-rules-for-impeachment-116th-congress-full-pdf/
[1] https://theconservativetreehouse.com/2019/10/07/left-wing-minneapolis-mayor-jacob-frey-attempts-to-block-president-trump-maga-rally/
[1] https://theconservativetreehouse.com/2019/10/07/president-trump-briefing-with-senior-military-leadership-video-and-transcript/#more-173103

Top URLs in Tweet in G6:
[6] https://bndsl.ga/RobinKoch
[3] https://twitter.com/DFB_Team/status/1181557921655775232
[1] https://twitter.com/i/web/status/1181225667289128965
[1] https://twitter.com/i/web/status/1181225102089871361
[1] https://twitter.com/i/web/status/1181224401045524480
[1] https://twitter.com/i/web/status/1181536860989988865
[1] https://twitter.com/i/web/status/1181259892528750592
[1] https://twitter.com/i/web/status/1181642080730406912
[1] https://twitter.com/DFB_Team/status/1181224401045524480
[1] https://twitter.com/i/web/status/1181594043710619649

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1181714249204355072
[1] https://twitter.com/i/web/status/1181706614216126465
[1] https://twitter.com/i/web/status/1181672652336967681
[1] https://twitter.com/i/web/status/1181633921852817408
[1] https://twitter.com/i/web/status/1181668952575037442
[1] https://twitter.com/i/web/status/1181519229478215682
[1] https://twitter.com/i/web/status/1181307233252057088
[1] https://twitter.com/i/web/status/1181387363932626950
[1] https://twitter.com/i/web/status/1181399550654926848
[1] https://twitter.com/i/web/status/1181467521209307137

Top URLs in Tweet in G8:
[21] https://www.cnn.com/2019/10/04/world/nasa-koch-meir-first-all-female-spacewalk-scn-trnd/index.html
[1] http://mag.time.com/AXGTtsM
[1] http://bit.ly/2oHSrUw
[1] https://twitter.com/i/web/status/1181527150685503488

Top URLs in Tweet in G9:
[1] https://north99.org/2019/04/26/scheer-oil-execs-trump-koch-brothers/
[1] https://twitter.com/i/web/status/1181708161561985024
[1] https://twitter.com/i/web/status/1181717212261801984
[1] https://twitter.com/i/web/status/1181716210867589120
[1] https://twitter.com/i/web/status/1181685864998559745
[1] https://twitter.com/i/web/status/1181639981313351680
[1] https://twitter.com/i/web/status/1181651567138619392
[1] https://twitter.com/i/web/status/1181655583344058369
[1] https://twitter.com/i/web/status/1181592218177548291
[1] https://twitter.com/i/web/status/1181615217333039104

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1181537505188945920

Top Domains
Top Domains in Tweet in Entire Graph:
[1194] twitter.com
[182] cnn.com
[100] theverge.com
[56] co.jp
[38] ecowatch.com
[28] youtube.com
[27] co.uk
[25] trib.al
[19] spiegel.de
[15] facebook.com

Top Domains in Tweet in G1:
[286] twitter.com
[74] cnn.com
[22] trib.al
[15] theverge.com
[15] co.uk
[10] ecowatch.com
[10] rius.ca
[6] facebook.com
[6] blogspot.com
[5] com.br

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

Top Domains in Tweet in G3:
[89] twitter.com
[8] thinkprogress.org
[3] sourcewatch.org
[3] ecowatch.com
[3] prwatch.org
[2] medium.com
[2] truthout.org
[2] tmz.com
[2] rawstory.com
[2] youtube.com

Top Domains in Tweet in G4:
[30] twitter.com
[23] ecowatch.com
[1] washingtonpost.com
[1] yahoo.com
[1] chicagotribune.com

Top Domains in Tweet in G5:
[10] twitter.com
[6] canadafreepress.com
[4] theconservativetreehouse.com
[3] americanthinker.com
[2] worldtribune.com
[1] trendingpolitics.com

Top Domains in Tweet in G6:
[20] twitter.com
[6] bndsl.ga

Top Domains in Tweet in G7:
[42] twitter.com
[1] apple.news
[1] cnn.com
[1] politico.com

Top Domains in Tweet in G8:
[21] cnn.com
[1] time.com
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G9:
[16] twitter.com
[1] north99.org
[1] cbc.ca

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[146] koch
[56] diemannschaft
[54] 高知ユナイテッドsc
[54] 高知
[54] 高知家
[28] gerarg
[27] womeninstem
[25] kochbrothers
[24] cdnpoli
[24] bauhaus100



Top Hashtags in Tweet in G1:
[24] koch
[10] nasa
[4] bundesliga
[3] fußball
[3] girlpower
[3] iss
[2] loveisland
[2] sabíasque
[2] trump
[2] usa

Top Hashtags in Tweet in G3:
[25] kochbrothers
[15] taxscam
[7] transnationalcrimeorganization
[7] kochnetwork
[5] smartdissent
[3] alaska
[2] followthemoney
[2] koch
[2] mercer
[2] sheldonadelson

Top Hashtags in Tweet in G4:
[2] presidementia
[2] malignantenabling
[2] trump
[1] meltdown

Top Hashtags in Tweet in G5:
[15] riseupoct8
[15] warren2020
[8] tuesdaythoughts

Top Hashtags in Tweet in G6:
[99] koch
[56] diemannschaft
[25] gerarg
[9] löw
[8] rudy
[4] scf
[3] amiri
[3] serdar
[3] kicker
[2] betze

Top Hashtags in Tweet in G7:
[4] moscowmitch
[2] koch
[1] crosscheck
[1] putin
[1] greed
[1] corruption
[1] scandal
[1] mercers
[1] leningradlindsey
[1] libertarian

Top Hashtags in Tweet in G9:
[7] scheertrump
[3] cdnpoli
[3] koch
[3] trump
[2] weakandy
[1] republican
[1] mikeroman
[1] rublestooge
[1] conservative
[1] yankeedoodleandy

Top Words
Top Words in Tweet in Entire Graph:
[1786] Words in Sentiment List#1: Positive
[1684] Words in Sentiment List#2: Negative
[32] Words in Sentiment List#3: Angry/Violent
[91224] Non-categorized Words
[94694] Total Words
[3104] koch
[650] nasa
[632] christina
[606] meir
[605] jessica

Top Words in Tweet in G1:
[415] koch
[103] first
[102] spacewalk
[93] female
[68] scheduled
[66] month
[49] nasa
[35] s
[24] rudy
[24] #koch

Top Words in Tweet in G2:
[466] nasa
[466] anuncia
[466] 1
[466] caminhada
[466] espacial
[466] 100
[466] feminina
[466] missão
[466] acontece
[466] neste

Top Words in Tweet in G3:
[268] koch
[122] tentoads4truth
[76] s
[72] cruellaisdevine
[61] gop
[53] brothers
[48] right
[44] trump
[36] dianesbaker1
[34] 000

Top Words in Tweet in G4:
[53] koch
[28] funded
[26] realdonaldtrump
[24] spacialk3
[22] 4
[21] congressmen
[21] behind
[21] bill
[21] abolish
[21] epa

Top Words in Tweet in G5:
[72] koch
[52] ewarren
[48] justices
[34] clarence
[34] thomas
[34] antonin
[34] scalia
[34] recuse
[34] themselves
[34] citizens

Top Words in Tweet in G6:
[99] #koch
[85] robin
[74] bastirudy
[69] dfb_team
[56] #diemannschaft
[32] dass
[31] schön
[31] ihr
[31] da
[31] seid

Top Words in Tweet in G7:
[43] koch
[18] gop
[12] senatemajldr
[11] trump
[10] lindseygrahamsc
[9] koch's
[9] brothers
[8] aoc
[7] kochs
[6] eralpatky

Top Words in Tweet in G8:
[78] koch
[75] america
[75] industries
[73] yes
[73] rigged
[73] here
[73] learned
[73] reporting
[73] author
[73] christopher

Top Words in Tweet in G9:
[42] koch
[30] brothers
[19] oil
[19] nra
[15] andrewscheer
[13] scheer
[11] gop
[11] cpc_hq
[10] trump
[10] ishat_reza

Top Words in Tweet in G10:
[67] first
[67] female
[67] spacewalk
[67] back
[67] cheers
[67] pioneering
[67] astronauts
[67] jessica
[67] meir
[67] christina

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[629] christina,koch
[604] jessica,meir
[483] caminhada,espacial
[482] espacial,100
[481] 100,feminina
[471] koch,e
[467] nasa,anuncia
[467] e,jessica
[466] anuncia,1
[466] 1,caminhada

Top Word Pairs in Tweet in G1:
[90] first,female
[90] female,spacewalk
[62] spacewalk,scheduled
[62] scheduled,month
[22] koch,brothers
[20] christina,koch
[19] nasa,getting
[19] getting,ready
[19] ready,first
[18] spacewalk,again

Top Word Pairs in Tweet in G2:
[466] nasa,anuncia
[466] anuncia,1
[466] 1,caminhada
[466] caminhada,espacial
[466] espacial,100
[466] 100,feminina
[466] feminina,missão
[466] missão,acontece
[466] acontece,neste
[466] neste,mês

Top Word Pairs in Tweet in G3:
[53] koch,brothers
[29] koch,bros
[26] far,right
[21] koch,backed
[20] tentoads4truth,koch
[16] 000,000
[15] heritage,foundation
[15] data,i360
[15] #kochbrothers,billionaires
[15] billionaires,control

Top Word Pairs in Tweet in G4:
[21] 4,koch
[21] koch,funded
[21] funded,congressmen
[21] congressmen,behind
[21] behind,bill
[21] bill,abolish
[21] abolish,epa
[20] spacialk3,4
[11] nbcnews,cunat_n
[7] tea,party

Top Word Pairs in Tweet in G5:
[34] justices,clarence
[34] clarence,thomas
[34] thomas,antonin
[34] antonin,scalia
[34] scalia,recuse
[34] recuse,themselves
[34] themselves,citizens
[34] citizens,united
[34] united,v
[34] v,fec

Top Word Pairs in Tweet in G6:
[68] robin,#koch
[31] schön,dass
[31] dass,ihr
[31] ihr,da
[31] da,seid
[31] seid,#diemannschaft
[31] #diemannschaft,#koch
[31] #koch,bastirudy
[30] dfb_team,schön
[24] bastirudy,robin

Top Word Pairs in Tweet in G7:
[9] koch,brothers
[5] funded,citizens
[5] citizens,united
[5] charles,koch
[4] koch,funded
[4] dwntwndave,joemamma_1
[4] joemamma_1,juliadavisnews
[4] juliadavisnews,rallysim
[4] rallysim,senatemajldr
[4] senatemajldr,senategop

Top Word Pairs in Tweet in G8:
[75] koch,industries
[73] yes,america
[73] america,rigged
[73] rigged,here
[73] here,learned
[73] learned,reporting
[73] reporting,koch
[73] industries,author
[73] author,christopher
[73] christopher,leonard

Top Word Pairs in Tweet in G9:
[30] koch,brothers
[10] ishat_reza,cochranecbc
[7] secret,scheer
[7] scheer,strategy
[7] strategy,session
[7] session,included
[7] included,oil
[7] oil,execs
[7] execs,trump
[7] trump,official

Top Word Pairs in Tweet in G10:
[67] first,female
[67] female,spacewalk
[67] spacewalk,back
[67] back,cheers
[67] cheers,pioneering
[67] pioneering,astronauts
[67] astronauts,jessica
[67] jessica,meir
[67] meir,christina
[67] christina,koch

Top Replied-To
Top Replied-To in Entire Graph:
@anthony__koch
@koch_neb
@tentoads4truth
@koch_hg
@spikedonline
@lindseygrahamsc
@kochindustries
@scottwalker
@mehmet_koch
@pass_the_koch

Top Replied-To in G1:

Top Replied-To in G3:
@tentoads4truth
@gop
@therickwilson
@jeffflake
@kylegriffin1
@cruellaisdevine
@dianesbaker1
@thomasaresists
@amoneyresists
@theloyalo

Top Replied-To in G4:
@realdonaldtrump
@gopchairwoman
@rickywarwick2
@richardengel
@johnmtalmadgemd
@jonflan
@david_j_koch
@spacialk3
@adammysliwy
@neneaustin

Top Replied-To in G5:
@charliekirk11
@funder
@gopleader
@ewarren
@richardbentall
@seejay1964
@proudresister
@esaagar
@jim_cornelius
@mikefarb1

Top Replied-To in G6:
@dfb_team
@m_kreilinger

Top Replied-To in G7:
@aoc
@lindseygrahamsc
@mmpadellan
@senatemajldr
@liz_cheney
@washingtonpost
@maddow
@eralpatky
@urocklive1
@ezraklein

Top Replied-To in G8:
@time
@texaslulu

Top Replied-To in G9:
@jarogiesbrecht
@ishat_reza
@julieyali
@canadensismax
@ggeorgiegirl
@noself74
@andrewscheer
@north_resists
@steveinburnaby
@crammadam

Top Mentioned
Top Mentioned in Entire Graph:
@astronomiaum
@tentoads4truth
@bastirudy
@time
@cruellaisdevine
@dfb_team
@billiejeanking
@ewarren
@kochi_united
@gop

Top Mentioned in G1:
@hollaka_hollala
@hominjon
@blogengage
@sillymickel
@moisturevapor8r
@actualpersonalo
@juhyunghan
@ziontechgroup2
@armiereg

Top Mentioned in G2:
@astronomiaum

Top Mentioned in G3:
@tentoads4truth
@cruellaisdevine
@gop
@dianesbaker1
@smartdissent
@minggao26
@speakerryan
@lovetogive2
@thomasaresists
@rhonda_harbison

Top Mentioned in G4:
@spacialk3
@realdonaldtrump
@nbcnews
@cunat_n
@afphq
@mattgaetz
@jeffmorl
@tentoads4truth
@whitehouse
@johnmtalmadgemd

Top Mentioned in G5:
@ewarren
@american2084
@gopleader
@kevinthe406
@firegoddessb
@gop
@proudresister
@nba
@ursalette
@justineremodels

Top Mentioned in G6:
@bastirudy
@dfb_team
@dfb_team_en
@ilkayguendogan
@scfreiburg
@dfb_junioren
@dfb_team_es
@matzeginter
@imiasanmia
@bundesliga_en

Top Mentioned in G7:
@senatemajldr
@lindseygrahamsc
@eralpatky
@joemamma_1
@juliadavisnews
@rallysim
@senategop
@marcorubio
@maddow
@ruthcaldwell210

Top Mentioned in G8:
@time
@schemaly
@millernote

Top Mentioned in G9:
@andrewscheer
@cpc_hq
@cochranecbc
@ishat_reza
@anik1968
@globeandmail
@julieyali
@jkenney
@adamlockett34
@kristianwong

Top Mentioned in G10:
@billiejeanking

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@tomthunkitsmind
@geonews_urdu
@abbtakk
@extravzla
@alllibertynews
@robinsnewswire
@solarboy_hex
@georgekurianinc
@jim_peoples_

Top Tweeters in G1:
@americanbanking
@robinsnewswire
@solarboy_hex
@wloyisplaying
@cfinancialnews
@freiewelteu
@ecointernetdrgb
@prensapuntofijo
@footy90com
@dgendvil

Top Tweeters in G2:
@tadeu_alves
@thejokerism
@spidersfromars
@konohafan
@stewedik
@ruschelgabi
@laysameireles
@eusaritita
@andrewsnobrega
@bocetsddl

Top Tweeters in G3:
@manmet80
@orgetorix
@netminnow
@eykis
@thehill
@mog7546
@jamestoupin
@politicalbee
@b1e56df9ce6549f
@lovetogive2

Top Tweeters in G4:
@alllibertynews
@stockguy61
@allen11cynthia
@shoos4u
@nbcnews
@johnfromcranber
@zackmomma
@suepe_z
@gregcampnc
@msudsie

Top Tweeters in G5:
@jckthesword
@gomezsantos22
@nba
@art2u2
@yemayah777
@funder
@drkikig
@_mcpapadopoulos
@jtkirklin
@petti_cash

Top Tweeters in G6:
@chrisofficiall1
@aljawareh11
@potongkelape
@quiddity8
@aminzulkarnain
@ninakooh
@kknath26
@rm_623
@benitez_leo
@somewhereonly1

Top Tweeters in G7:
@bulldoghill
@coton_luver
@dwntwndave
@washingtonpost
@ronpyke
@yknot
@sullivanmonty
@msdixiediva8253
@gilbmarie
@dyannleroy

Top Tweeters in G8:
@marconavarrolor
@time
@pastorabharris
@johnnydee62
@xscoutie
@anniesage
@aschettino
@gmarie55
@jendem_30
@lelielle

Top Tweeters in G9:
@ez4u2say_janis
@globeandmail
@joanvw09
@cbcnews
@pennyvane10
@mini_bubbly
@vancitydan
@marylougeorge2
@cbc
@anik1968

Top Tweeters in G10:
@_shireenahmed_
@knitmeg
@cats4mice
@calwsportsfan
@fanniew08
@ainslieann
@gregbcurran
@bruce35dc
@tiggybythetail
@ltuhura2017