list:19390498 filter:links since:2022-10-31 until:2022-11-07, Twitter, 11/7/2022 2:12:35 PM, 284343


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list:19390498 filter:links since:2022-10-31 until:2022-11-07 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2022-10-31 until:2022-11-07 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
November 07, 2022
Short Description:
list:19390498 filter:links since:2022-10-31 until:2022-11-07 via NodeXL https://bit.ly/3TaB7Ad
@nytimes
@chronotope
@msoares
@harrisj
@elonmusk
@zeisbaerger
@digiphile
@moritz_wichmann
@palewire
@adolflow

Top hashtags:
#30daymapchallenge
#gannettwalkout
#covid19

Description:
Description
The graph represents a network of 8,198 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-10-31 until:2022-11-07", 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 Monday, 07 November 2022 at 14:04 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 59-minute period from Monday, 31 October 2022 at 00:00 UTC to Sunday, 06 November 2022 at 23:59 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 : 8198
Unique Edges : 14295
Edges With Duplicates : 10237
Total Edges : 24532
Number of Edge Types : 5
Retweet : 6222
Mentions : 6105
Tweet : 7283
MentionsInRetweet : 3959
Replies to : 963
Self-Loops : 7359
Reciprocated Vertex Pair Ratio : 0.0356710087852166
Reciprocated Edge Ratio : 0.0688848263254113
Connected Components : 242
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 7385
Maximum Edges in a Connected Component : 22945
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.683498
Graph Density : 0.000203500033914192
Modularity : 0.52555
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 8,198 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-10-31 until:2022-11-07", 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 Monday, 07 November 2022 at 14:04 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 59-minute period from Monday, 31 October 2022 at 00:00 UTC to Sunday, 06 November 2022 at 23:59 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 : list:19390498 filter:links since:2022-10-31 until:2022-11-07
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[47] https://www.ajc.com/gdpr.html
[35] https://slate.com/technology/2022/11/weird-twitter-elon-musk-dril-darth-horseebooks-mayor-emmanuel.html
[30] https://www.wsj.com/articles/hundreds-of-gannett-staffers-stage-daylong-strike-to-improve-wages-11667557154
[30] https://twitter.com/elonmusk/status/1588538640401018880
[27] https://newsletters.mediahack.co.za/subscribe/learndatajournalism/
[25] https://www.ons.gov.uk/census/maps
[25] https://graphics.reuters.com/SOUTHKOREA-STAMPEDE/CHRONOLOGY/zjvqjqmmlpx/index.html
[23] https://ig.ft.com/arizona-election-deniers/
[22] https://twitter.com/dansinker/status/1588882836014399489
[21] https://twitter.com/elonmusk/status/1589390597798125568

Top URLs in Tweet in G1:
[23] https://ig.ft.com/arizona-election-deniers/
[19] https://graphics.reuters.com/SOUTHKOREA-STAMPEDE/CHRONOLOGY/zjvqjqmmlpx/index.html
[17] https://nytimes.wd5.myworkdayjobs.com/en-US/NYT/details/Fellowship----Graphics-Editor_REQ-013607
[12] https://projects.propublica.org/fortune-500-company-election-deniers-jan-6/
[11] https://www.nytimes.com/2022/11/03/upshot/midterms-wisconsin-polling-experiment.html
[11] https://www.washingtonpost.com/politics/2022/11/02/democratic-governor-candidates-abortion-ads/
[11] https://www.texastribune.org/2022/11/01/uvalde-911-dispatch-recordings/
[10] https://www.bloomberg.com/graphics/2022-ukraine-culture-russia-war-map-building-preservation/
[10] https://projects.fivethirtyeight.com/nfl-receiver-rankings/
[9] https://twitter.com/rachaeldottle/status/1588159197698576385

Top URLs in Tweet in G2:
[27] https://newsletters.mediahack.co.za/subscribe/learndatajournalism/
[8] https://www.9news.com/article/news/local/denver-police-swat-raid-of-grandmothers-montbello-home-angers-neighbors/73-2d6fc6f7-a57e-4d47-b7ed-b75c4163ca19
[7] https://www.occrp.org/en/investigations/documents-reveal-wagners-golden-ties-to-sudanese-military-companies
[6] https://www.lemonde.fr/international/article/2019/06/07/passengers-une-histoire-de-l-europe-a-travers-les-migrants_5473295_3210.html
[6] https://jsk.stanford.edu/become-a-fellow/
[5] https://www.tiktok.com/@mediahackza/video/7135725437468019974?is_from_webapp=1&sender_device=pc&web_id=6986995420493972994
[5] https://www.lemonde.fr/sciences/article/2022/11/01/toutankhamon-les-secrets-du-tombeau-en-infographie_6148092_1650684.html
[5] https://newsletters.mediahack.co.za/subscribe/localgovernment/
[5] https://www.occrp.org/en/investigations/notorious-nigerien-weapons-broker-lands-secret-arms-deal-in-senegal
[4] https://ladatacuenta.com/2022/10/11/lluvias-destructivas-planeta-cambio-climatico/

Top URLs in Tweet in G3:
[28] https://slate.com/technology/2022/11/weird-twitter-elon-musk-dril-darth-horseebooks-mayor-emmanuel.html
[21] https://twitter.com/dansinker/status/1588882836014399489
[8] https://twitter.com/elonmusk/status/1588538640401018880
[6] https://twitter.com/elonmusk/status/1589009644114284544
[5] https://www.nbcnews.com/tech/misinformation/twitter-fires-employees-fight-misinformation-midterm-elections-rcna55750
[5] https://www.nbcnews.com/news/us-news/kanye-west-ye-settlement-anti-semitic-jewish-hitler-nazis-allegations-rcna54485
[4] https://www.salemreporter.com/2022/11/03/city-charges-thousands-for-records-proving-public-statement-about-investigating-police-official/
[4] https://twitter.com/elonmusk/status/1587500624098246656
[4] https://twitter.com/elonmusk/status/1588676939463946241
[4] https://twitter.com/elonmusk/status/1589390597798125568

Top URLs in Tweet in G4:
[8] https://twitter.com/elonmusk/status/1588538640401018880
[6] https://www.semafor.com/principals
[6] https://www.ndi.org/publications/ndi-releases-interventions-end-online-violence-against-women-politics-report
[6] https://www.theguardian.com/world/2022/nov/01/brazil-election-how-lula-won-the-runoff-from-sao-paulo-to-the-north-east
[5] https://www.facebook.com/?sk=h_nor
[5] https://www.facebook.com/?sk=h_chr
[4] https://www.semafor.com/article/11/01/2022/you-can-now-use-your-iphone-with-your-brain
[4] https://www.semafor.com/article/11/04/2022/birdwatch-note-disappears-from-elon-musks-tweet
[4] https://twitter.com/elonmusk/status/1589390597798125568
[4] https://www.ft.com/content/89b06fc0-91ad-456f-aa58-71673f43067b

Top URLs in Tweet in G5:
[9] https://public.flourish.studio/visualisation/11675654/?utm_source=showcase&utm_campaign=visualisation/11675654
[5] https://infoamazonia.org/2022/10/26/bolhanaro-97-das-interacoes-de-apoiadores-de-bolsonaro-nas-redes-sociais-ocorrem-sem-sair-da-propria-bolha/
[4] https://lagomdata.com.br/
[4] https://twitter.com/miriamleitao/status/1587021429962424321
[4] https://www.nytimes.com/2022/10/31/climate/brazil-election-lula-bolsonaro-climate.html?smid=nytcore-ios-share&referringSource=articleShare
[3] https://noticias.uol.com.br/eleicoes/2022/10/31/vitoria-lula-2022-destaques-por-regiao.htm
[3] https://politica.estadao.com.br/blogs/estadao-verifica/votacao-unanime-em-aldeia-indigena-do-mato-grosso-nao-indica-fraude-cacique-e-tse-confirmaram-votacao/
[3] https://www.bbc.com/portuguese/brasil-63419897
[3] https://tab.uol.com.br/colunas/daniela-pinheiro/2022/11/05/com-lula-eleito-quero-me-mudar-para-portugal-diz-empresaria.htm
[3] https://twitter.com/pontejornalismo/status/1588283982197628929

Top URLs in Tweet in G6:
[22] https://www.wsj.com/articles/hundreds-of-gannett-staffers-stage-daylong-strike-to-improve-wages-11667557154
[9] https://twitter.com/nyguild/status/1588495970056081409
[9] https://www.gofundme.com/f/gannett-regional-unions-walkout-fund
[8] https://twitter.com/gaufre/status/1587422045213802501
[7] https://twitter.com/newsguild/status/1587124001805148162
[6] https://www.unionprogress.com/2022/10/30/pittsburgh-union-progress-carrying-forward-a-rich-tradition-of-strike-papers/
[6] https://source.opennews.org/articles/mapping-historic-street-signs-nyc-chinatown/
[5] https://www.niemanlab.org/2022/11/foundations-give-a-lot-of-money-to-journalism-intermediaries-maybe-the-money-should-go-to-news-outlets-instead/
[5] https://buffalonews.com/business/local/free-press-advocates-alarmed-by-buffalo-judges-ruling-in-starbucks-case/article_906aa7f4-56e1-11ed-b4ee-ff59627c99f3.html
[5] https://eu.azcentral.com/story/news/politics/elections/2022/10/31/arizona-communities-where-trump-influence-seemed-strongest-in-primary/10616144002/

Top URLs in Tweet in G7:
[6] https://www.sciencenews.org/article/long-covid-clinics-map-locations-prevalence
[5] https://www.muckrock.com/news/archives/2022/nov/02/long-covid-callout-cdc-symptoms/
[5] https://twitter.com/betsyladyzhets/status/1587860407213080577
[4] https://www.washingtonpost.com/media/2022/10/26/rainbow-fentanyl-halloween-scare/
[4] https://twitter.com/dhmontgomery/status/1587501133756612609
[4] https://twitter.com/elonmusk/status/1589390597798125568
[4] https://inews.co.uk/news/qatar-officials-gang-raped-gay-world-cup-hosts-lgbt-people-1949447
[4] https://www.statnews.com/2022/11/03/why-were-not-prepared-for-next-wave-of-biotech-innovation/
[4] https://etherpad.opennews.org/p/communitycall-Nov3
[3] http://thesiecle.com/episode31/

Top URLs in Tweet in G8:
[4] https://oe1.orf.at/programm/20221104/697575/Der-lueckenhafte-Lueckenschluss
[3] https://twitter.com/zeisbaerger/status/1587388160815861760
[2] https://twitter.com/ArminWolf/status/1587339486933012480
[2] https://charliehebdo.fr/
[2] https://www.ard-zdf-medienakademie.de/mak/seminare/54342/ki-generierte-bilder-fuer-jeden-zweck-mit-stable-diffusion-midjourney-und-dall-e2.html
[2] https://trib.al/itzYerF
[2] https://corona-kita-studie.de/media/231/download/DJI_Abschlussbericht_Corona%20KiTa-Studie_221102.pdf?v=1
[2] https://techcrunch.com/2022/11/01/volocopter-raises-182m-to-bring-air-taxi-closer-to-certification/
[2] https://abo.charliehebdo.fr/common/product-article/946
[2] https://t.me/voenkorKotenok/42313

Top URLs in Tweet in G9:
[5] https://eu.usatoday.com/story/news/investigations/2022/11/01/threats-against-pelosi-illustrate-violent-rhetoric-aimed-congress/10652669002/
[5] https://www.infobae.com/politica/2022/11/05/la-investigacion-de-pandora-papers-publicada-por-infobae-gano-el-premio-mayor-al-periodismo-de-investigacion-fopea-2022/
[4] https://hongkongfp.com/2022/10/31/hong-kong-journalists-plead-not-guilty-to-sedition-as-trial-against-defunct-outlet-stand-news-begins/
[4] https://www.themarshallproject.org/2022/11/04/why-so-many-jails-are-in-a-state-of-complete-meltdown?utm_medium=social&utm_source=twitter&utm_campaign=socialflow
[4] https://www.youtube.com/watch?v=D7fyaeV_cNM

[4] https://www.usatoday.com/story/news/investigations/2022/11/04/which-refrigerator-most-complaints-samsung-fridge-problems/10619159002/
[4] https://eu.usatoday.com/story/opinion/columnist/2022/11/02/day-of-dead-dia-de-los-muertos-remember-loved-ones/10652273002/
[4] https://eu.usatoday.com/in-depth/graphics/2022/10/31/more-kids-killed-by-cars-halloween-any-other-day/10650960002/
[3] https://slate.com/news-and-politics/2022/10/supreme-court-edward-blum-unc-harvard-myth.html
[3] https://www.nytimes.com/2022/10/30/nyregion/malcom-x-muhammad-aziz-khalil-islam-settlement.html?smid=nytcore-ios-share&referringSource=articleShare

Top URLs in Tweet in G10:
[9] https://www.timesunion.com/news/article/new-york-student-restraint-seclusion-17474997.php
[9] https://www.sfchronicle.com/election/article/sf-politics-faction-17557162.php
[8] https://worldle.teuteuf.fr
[8] https://oaklandside.org/2022/11/03/how-the-oaklandside-covers-political-campaigns-while-staying-independent/
[7] https://www.latimes.com/california/story/2022-10-31/shocking-new-details-blow-up-conspiracy-theories-about-paul-pelosi-attack
[7] https://publicintegrity.org/politics/elections/who-counts/campaign-to-stamp-out-ballot-drop-boxes/
[7] https://www.sfchronicle.com/projects/2022/california-heat-migration/
[6] https://findmypollsite.vote.nyc/
[6] https://www.sfchronicle.com/crime/article/brooke-jenkins-sf-policing-17550839.php
[6] https://oaklandside.org/2022/11/02/investigation-alleged-misconduct-sheng-thao-leana-powell-public-ethics-commission-timeline/

Top Domains
Top Domains in Tweet in Entire Graph:
[4287] twitter.com
[420] trib.al
[375] nytimes.com
[311] washingtonpost.com
[267] bloomberg.com
[207] co.uk
[206] youtube.com
[161] com.br
[110] theguardian.com
[109] wsj.com

Top Domains in Tweet in G1:
[696] twitter.com
[324] trib.al
[203] bloomberg.com
[199] nytimes.com
[176] washingtonpost.com
[70] fivethirtyeight.com
[59] ft.com
[50] myworkdayjobs.com
[41] propublica.org
[37] reuters.com

Top Domains in Tweet in G2:
[183] twitter.com
[54] co.za
[50] occrp.org
[35] lemonde.fr
[17] youtube.com
[17] ladatacuenta.com
[13] 9news.com
[12] apnews.com
[12] tiktok.com
[12] theguardian.com

Top Domains in Tweet in G3:
[499] twitter.com
[31] slate.com
[20] washingtonpost.com
[18] nytimes.com
[17] nbcnews.com
[14] salemreporter.com
[11] qz.com
[11] theatlantic.com
[9] propublica.org
[7] bloomberg.com

Top Domains in Tweet in G4:
[253] twitter.com
[54] semafor.com
[21] theguardian.com
[19] washingtonpost.com
[17] co.uk
[16] wsj.com
[15] nytimes.com
[13] facebook.com
[12] ednh.news
[11] tampabay.com

Top Domains in Tweet in G5:
[231] twitter.com
[130] com.br
[19] globo.com
[14] youtube.com
[12] flourish.studio
[7] bbc.com
[6] jus.br
[6] nytimes.com
[6] ponte.org
[6] spotify.com

Top Domains in Tweet in G6:
[185] twitter.com
[34] unionprogress.com
[25] wsj.com
[18] azcentral.com
[10] washingtonpost.com
[9] spotlightpa.org
[9] gofundme.com
[8] opennews.org
[7] newsguild.org
[7] buffalonews.com

Top Domains in Tweet in G7:
[173] twitter.com
[19] washingtonpost.com
[19] statnews.com
[11] nytimes.com
[11] youtube.com
[10] sportico.com
[9] minneapolisfed.org
[8] co.uk
[8] bloomberglaw.com
[7] muckrock.com

Top Domains in Tweet in G8:
[124] twitter.com
[15] youtube.com
[14] orf.at
[8] gv.at
[7] sciencealert.com
[6] trib.al
[6] derstandard.at
[6] kachelmannwetter.com
[6] or.at
[6] spektrum.de

Top Domains in Tweet in G9:
[67] twitter.com
[55] usatoday.com
[12] infobae.com
[11] nytimes.com
[11] themarshallproject.org
[10] youtube.com
[10] trib.al
[9] nbcnews.com
[8] sourcenm.com
[8] com.ar

Top Domains in Tweet in G10:
[135] twitter.com
[53] sfchronicle.com
[27] timesunion.com
[23] oaklandside.org
[22] nytimes.com
[17] nypost.com
[14] marketwatch.com
[12] latimes.com
[11] publicintegrity.org
[9] stltoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[139] 30daymapchallenge
[94] gannettwalkout
[62] covid19
[62] cop27
[60] dataviz
[53] rstats
[46] datajournalism
[41] gapol
[40] ddj
[36] aijc2022



Top Hashtags in Tweet in G1:
[17] dataviz
[15] journalism
[12] election2022
[11] election
[10] ddj
[9] gannettwalkout
[8] fivethirtyeightlivechat
[7] 30daymapchallenge
[7] republicans
[7] datajournalism

Top Hashtags in Tweet in G2:
[88] 30daymapchallenge
[35] aijc2022
[28] datajournalism
[19] 30daymappemondechallenge
[15] qgis
[12] cop27
[12] endimpunity
[11] burundi
[10] rstats
[8] dailydatacard

Top Hashtags in Tweet in G3:
[2] bydhttmwfi
[2] hattrick
[2] python
[2] ruby
[2] sqlite
[2] ttrpg
[2] foiafriday
[2] lfr
[2] remembrancingtree
[2] warchristmas

Top Hashtags in Tweet in G4:
[17] mahsaamini
[13] مهسا_امینی
[9] ednh
[8] iranrevolution2022
[6] lula
[6] bolsonaro
[5] ukraine
[5] brazil
[4] iranrevolution
[4] twitter

Top Hashtags in Tweet in G5:
[13] codabr22
[4] profissãorepórter
[4] asa
[2] ituxvas
[2] brasileiro2022navascotv
[2] vascodagama
[2] byebyebolsonaro
[2] r7
[2] equipelula
[2] deunaponte

Top Hashtags in Tweet in G6:
[78] gannettwalkout
[10] cawx
[4] localnews
[4] larain
[4] socal
[4] roc
[3] savelocalnews
[2] everyoneispressworthy
[2] firedup
[2] readytogo

Top Hashtags in Tweet in G7:
[15] longcovid
[2] worldseries
[2] covid19
[2] schwarbomb
[2] brazilelections
[2] policy
[2] indiancountry
[2] stpaul
[2] merriampark
[2] hospitality

Top Hashtags in Tweet in G8:
[14] iranrevolution
[7] afpgraphics
[6] doublecheck
[6] ukraine
[5] iran
[4] arsboni
[4] 30daymapchallenge
[4] belarus
[4] covid19
[4] تظاهرات_سراسرى

Top Hashtags in Tweet in G9:
[13] congresofopea
[10] pandorapapers
[6] hongkong
[6] saludmental
[4] journalismisnotacrime
[4] periodismo
[4] 30daymapchallenge
[3] eko2022
[2] supercon
[2] wedontneedawalker

Top Hashtags in Tweet in G10:
[8] worldle
[6] latinmusic
[4] kpop
[4] cop27
[3] stl
[2] roeyourvote
[2] moleg
[2] mogov
[2] mosen
[2] roevswade

Top Words
Top Words in Tweet in Entire Graph:
[3951] de
[1726] la
[1262] en
[910] twitter
[877] people
[816] el
[792] data
[748] like
[648] le
[632] election

Top Words in Tweet in G1:
[290] election
[230] data
[226] twitter
[191] people
[168] like
[125] work
[108] great
[98] story
[94] senate
[91] time

Top Words in Tweet in G2:
[427] de
[244] la
[172] le
[154] en
[142] les
[137] et
[125] des
[105] data
[88] #30daymapchallenge
[86] pour

Top Words in Tweet in G3:
[188] twitter
[114] like
[109] people
[67] elon
[58] time
[57] right
[53] musk
[44] good
[42] think
[41] great

Top Words in Tweet in G4:
[119] twitter
[68] people
[41] like
[40] birdwatch
[37] week
[37] public
[36] election
[31] time
[30] musk
[29] news

Top Words in Tweet in G5:
[604] de
[244] em
[229] da
[180] com
[173] não
[162] para
[120] uma
[101] os
[100] bolsonaro
[96] foi

Top Words in Tweet in G6:
[127] gannett
[97] strike
[78] #gannettwalkout
[76] journalists
[69] workers
[68] local
[65] news
[57] colleagues
[40] right
[39] support

Top Words in Tweet in G7:
[56] people
[44] covid
[39] like
[32] data
[31] time
[30] twitter
[23] down
[21] long
[21] think
[21] good

Top Words in Tweet in G8:
[199] die
[158] der
[148] und
[81] das
[71] den
[70] von
[69] ist
[66] für
[64] es
[55] zu

Top Words in Tweet in G9:
[107] de
[62] en
[54] el
[53] la
[29] usatoday
[28] twitter
[24] los
[21] people
[21] read
[20] journalists

Top Words in Tweet in G10:
[33] data
[32] state
[29] time
[27] city
[27] people
[25] story
[24] schools
[23] team
[21] read
[20] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[396] de,la
[147] en,el
[127] elon,musk
[102] social,media
[89] en,la
[88] de,los
[56] journalist's,toolbox
[55] human,rights
[54] local,news
[51] climate,change

Top Word Pairs in Tweet in G1:
[55] journalist's,toolbox
[39] elon,musk
[34] 3d,model
[33] social,media
[29] election,deniers
[23] karinanguyen_,citylab
[23] mariepastora,karinanguyen_
[22] 2020,election
[21] resources,journalist's
[20] culture,heritage

Top Word Pairs in Tweet in G2:
[59] de,la
[25] send,lesson
[25] easy,follow
[25] extra,resources
[25] lesson,lesson
[25] series,send
[25] short,easy
[25] lesson,short
[25] follow,extra
[23] email,series

Top Word Pairs in Tweet in G3:
[27] elon,musk
[17] social,media
[10] gt,gt
[9] 20,month
[8] feels,like
[8] musk,twitter
[8] real,time
[7] praised,hitler
[7] far,right
[7] fired,team

Top Word Pairs in Tweet in G4:
[11] elon,musk
[11] birdwatch,note
[10] #mahsaamini,#مهسا_امینی
[9] fact,checking
[9] human,rights
[9] social,media
[8] foia,officers
[8] #مهسا_امینی,#iranrevolution2022
[8] voter,fraud
[7] blue,check

Top Word Pairs in Tweet in G5:
[25] felipaocam,monark
[23] de,votos
[20] de,bolsonaro
[18] da,prf
[14] todos,os
[14] em,2018
[14] de,uma
[12] segundo,turno
[12] milhões,de
[11] de,dados

Top Word Pairs in Tweet in G6:
[26] local,news
[21] post,gazette
[12] wages,benefits
[12] layoffs,furloughs
[12] local,journalists
[11] fair,contract
[11] walking,job
[11] gannett,journalists
[10] gannett,newsrooms
[10] strike,papers

Top Word Pairs in Tweet in G7:
[14] long,covid
[9] twin,cities
[6] human,rights
[5] covid,clinics
[5] conspiracy,theories
[5] covid,19
[4] history,podcast
[4] blue,check
[4] gt,2022
[4] news,stories

Top Word Pairs in Tweet in G8:
[12] und,die
[11] auf,der
[8] über,die
[8] mit,der
[7] es,ist
[7] es,gibt
[7] ist,das
[7] auf,die
[6] aus,dem
[6] journalist,innen

Top Word Pairs in Tweet in G9:
[14] en,el
[10] de,fopea
[10] de,los
[9] periodismo,de
[9] de,la
[9] de,investigación
[7] midterm,elections
[6] en,vivo
[6] en,argentina
[6] los,muertos

Top Word Pairs in Tweet in G10:
[12] san,francisco
[12] brooke,jenkins
[10] climate,change
[9] restraint,seclusion
[9] datawithleila,namisumida
[8] paul,pelosi
[8] conspiracy,theories
[8] drop,boxes
[8] st,louis
[7] emiliemunson,yingzhao0521

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@msoares
@daanramos
@mattwaite
@palewire
@lm_encartes
@usnatarchives
@pilhofer
@fabioagarie

Top Replied-To in G1:
@mattwaite
@palewire
@kurtwagner8
@clairecm
@hondanhon
@maartenzam
@mikeaschneider
@simonw
@adders
@wfsj

Top Replied-To in G2:
@lm_encartes
@claradealberto
@antoinekaburahe
@elonmusk
@outlierafrica
@nytimes
@ap
@garanceburke
@colmanromi
@stamen

Top Replied-To in G3:
@elonmusk
@suttonlibraries
@bitebitebadger
@popst0
@borgposting
@geeky_beans
@ditzkoff
@maintenancepod
@standardnews
@lutonlibraries

Top Replied-To in G4:
@elonmusk
@usnatarchives
@sandrapepera
@lolkat
@whitehouse
@aspendigital
@adriennelaf
@chriswb71
@bgrueskin
@alexplank

Top Replied-To in G5:
@daanramos
@msoares
@denisrb
@fabioagarie
@licionathallya
@lygia_maria
@flexhipe
@duduffernandes3
@nobr_ang

Top Replied-To in G6:
@lebassett
@alleghenylabor
@pilhofer
@lenifaye
@robodellaz
@michaeljlewis75
@bethonieboost
@seattletimes
@schwanksta
@elger

Top Replied-To in G7:
@dhmontgomery
@sophiecarrphoto
@thefamousbart
@emayfarris
@_cingraham
@jaspar
@betsyladyzhets
@baseballot
@sergiochapa
@wingmanleft

Top Replied-To in G8:
@wolfiamadeusm
@officialtoomaj
@dieraffa
@elonmusk
@pete57995461
@thomaswalach
@philbrokes
@eu_commission
@niggi
@manu_nimbe

Top Replied-To in G9:
@theparanoids
@betoorourke
@cindyotis_
@alez_arg
@ellauchaokey
@mattpstout
@allyjarmanning
@renatemargot

Top Replied-To in G10:
@publicintegrity
@datawithleila
@matchmap
@themarinatimes
@airlineflyer
@bern_hogan
@cherubicspice
@lisarokusek
@pratheekrebala
@palewire

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@gannett
@fivethirtyeight
@washingtonpost
@elonmusk
@twitter
@mariepastora
@ap
@karinanguyen_
@citylab

Top Mentioned in G1:
@fivethirtyeight
@nytimes
@mariepastora
@karinanguyen_
@washingtonpost
@citylab
@rachaeldottle
@bbgvisualdata
@business
@wapoengineering

Top Mentioned in G2:
@ap
@lemondefr
@mediahackza
@jskstanford
@lm_encartes
@occrp
@aijc_conference
@frontlinepbs
@theeconomist
@9wantstoknow

Top Mentioned in G3:
@dansinker
@salemreporter
@twickert_
@david_ingram
@phillyinquirer
@elonmusk
@maritehart
@ardytabrizian
@brandyzadrozny
@phillies

Top Mentioned in G4:
@twitter
@birdwatch
@elonmusk
@potus
@twitterblue
@guardian
@foiapost
@reedalbergotti
@whitehouse
@foia_ombuds

Top Mentioned in G5:
@monark
@felipaocam
@edraposo_
@msoares
@lourrander10
@lulaoficial
@plenamata
@roxmo
@nicholaspretto
@plataformacipo

Top Mentioned in G6:
@gannett
@azcentral
@pghguild
@thepupnews
@newsguild
@azrepublicguild
@wsj
@spotlightpa
@bottlerocketpgh
@gannettunion

Top Mentioned in G7:
@statnews
@thesiecle
@betsyladyzhets
@sportico
@jeffykao
@matthewherper
@sciencenews
@dhmontgomery
@openstreetmap
@katieberryepi

Top Mentioned in G8:
@dossier_
@wienerzeitung
@afp
@tageins_at
@nikolausf
@pcsfueralle
@oegb_at
@hessenschau
@janeggers
@kyle_l_wiggers

Top Mentioned in G9:
@usatoday
@fopea
@icijorg
@spcrucianelli
@marielfitz
@bostonglobe
@infobae
@emiliadelfino
@maiajastre
@blejman

Top Mentioned in G10:
@sfchronicle
@susieneilson
@datawithleila
@namisumida
@emiliemunson
@oaklandside
@leezeldin
@yoohyun_jung
@yingzhao0521
@hearst

Top Tweeters
Top Tweeters in Entire Graph:
@elespectador
@lafm
@limportant_fr
@thehill
@abscbnnews
@rapplerdotcom
@infobae
@reuters
@indianexpress
@jilevin

Top Tweeters in G1:
@reuters
@jilevin
@business
@businessinsider
@folha
@lrozen
@foxnews
@varadmehta
@nytimes
@blackamazon

Top Tweeters in G2:
@9news
@lesechos
@lanacion
@lemondefr
@ap
@theeconomist
@ajenglish
@libe
@academicchatter
@micheal_olainn

Top Tweeters in G3:
@aardvarkwizard
@fox5atlanta
@writtenbyhanna
@itsthebrandi
@whitneyarner
@6abc
@emptywheel
@spiroagnewghost
@skooks
@jaketapper

Top Tweeters in G4:
@guardian
@bomani_jones
@thedailybeast
@mediaredef
@aphclarkson
@sacbee_news
@thejournal_ie
@yahoofinance
@msnbc
@guardianus

Top Tweeters in G5:
@danielaaf
@vaidesmaiar
@estadao
@jornaloglobo
@recordtvoficial
@gadodecider
@ladyrasta
@bicmuller
@rosana
@blogdonoblat

Top Tweeters in G6:
@12news
@nos
@pittsburghpg
@azcentral
@thebuffalonews
@starbucks
@aldotcom
@tucsonstar
@dandc
@rweingarten

Top Tweeters in G7:
@solomonmissouri
@cnbc
@forbes
@cbsnews
@andyxnemo
@nekiasnba
@cbsnewyork
@nhl
@bleachernation
@br24

Top Tweeters in G8:
@thehill
@standardnews
@natsecjeff
@cnet
@afp
@56blackcat
@landaudaniel
@fluglehrer
@quicktake
@techcrunch

Top Tweeters in G9:
@infobae
@bostonglobe
@usatoday
@nbcnews
@joshkraushaar
@clancynewyork
@realfriscokid
@nytopinion
@wbur
@jojofromjerz

Top Tweeters in G10:
@marketwatch
@complex
@airlineflyer
@nbcnewyork
@sfchronicle
@clarajeffery
@sunsentinel
@stltoday
@ndhapple
@davidmdrucker


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