list:19390498 filter:links since:2023-03-06 until:2023-03-13, Twitter, 3/13/2023 1:35:19 PM, 291087


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list:19390498 filter:links since:2023-03-06 until:2023-03-13 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2023-03-06 until:2023-03-13 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
March 13, 2023
Short Description:
list:19390498 filter:links since:2023-03-06 until:2023-03-13 via NodeXL https://bit.ly/3Tr038B
@nytimes
@chronotope
@adolflow
@digiphile
@gavinsblog
@garylineker
@dhmontgomery
@dancow
@interactivefeed
@journtoolbox

Top hashtags:
#nicar23
#iwd2023

Description:
Description
The graph represents a network of 6,989 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-03-06 until:2023-03-13", 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, 13 March 2023 at 13:27 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 45-minute period from Monday, 06 March 2023 at 00:06 UTC to Sunday, 12 March 2023 at 23:51 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 : 6989
Unique Edges : 11639
Edges With Duplicates : 7684
Total Edges : 19323
Number of Edge Types : 5
Mentions : 5092
MentionsInRetweet : 3228
Retweet : 4830
Tweet : 5500
Replies to : 673
Self-Loops : 5552
Reciprocated Vertex Pair Ratio : 0.0420254586297267
Reciprocated Edge Ratio : 0.0806610976376538
Connected Components : 276
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 5943
Maximum Edges in a Connected Component : 17292
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.005421
Graph Density : 0.000227952454191856
Modularity : 0.555339
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,989 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-03-06 until:2023-03-13", 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, 13 March 2023 at 13:27 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 45-minute period from Monday, 06 March 2023 at 00:06 UTC to Sunday, 12 March 2023 at 23:51 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:2023-03-06 until:2023-03-13
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:
[45] https://www.wired.com/story/welfare-state-algorithms/
[40] https://www.ajc.com/gdpr.html
[39] https://projects.fivethirtyeight.com/abortion-driving-distance/
[28] https://www.niemanlab.org/2023/03/the-scale-of-local-news-destruction-in-gannetts-markets-is-astonishing/
[26] https://www.unionprogress.com/2023/03/09/get-rid-of-allan-block-striking-workers-and-supporters-tell-c-span/
[22] https://www.washingtonpost.com/climate-environment/interactive/2023/home-electrification-heat-pumps-gas-furnace/
[22] https://www.motherjones.com/politics/2023/03/anti-trans-transgender-health-care-ban-legislation-bill-minors-children-lgbtq/
[22] https://twitter.com/PGHGuild/status/1633147708541132803
[22] https://www.nytimes.com/interactive/2023/03/06/upshot/balancing-budget-painful-spending-cuts.html
[22] https://www.nationalobserver.com/2023/03/10/investigations/tracking-hate-crime-incidents-canada

Top URLs in Tweet in G1:
[36] https://projects.fivethirtyeight.com/abortion-driving-distance/
[22] https://www.washingtonpost.com/climate-environment/interactive/2023/home-electrification-heat-pumps-gas-furnace/
[14] https://www.nytimes.com/interactive/2023/03/05/nyregion/election-asians-voting-republicans-nyc.html
[14] https://www.washingtonpost.com/dc-md-va/2023/03/09/dc-residents-feel-safe-post-schar-school-poll/
[11] https://53eig.ht/3YugsKd
[10] https://53eig.ht/3SGk8XZ
[10] https://sabew.org/best-in-business/
[10] https://www.axios.com/2023/03/04/the-women-of-venus
[9] https://53eig.ht/3ku7A9D
[9] https://fivethirtyeight.com/features/2022-election-polling-accuracy/

Top URLs in Tweet in G2:
[32] https://www.wired.com/story/welfare-state-algorithms/
[17] https://www.spotlightpa.org/news/2023/03/pa-mental-illness-jail-incompetent-treatment/
[9] https://www.lighthousereports.com/suspicion-machines-methodology/
[9] https://www.lighthousereports.com/investigation/suspicion-machines/
[8] https://twitter.com/WIRED/status/1632751105191956482
[8] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwirtschaft%2F2023-03%2Fsteigende-mieten-wohnungsbau-deutschland-grossstaedte
[7] https://www.motherjones.com/politics/2023/03/anti-trans-transgender-health-care-ban-legislation-bill-minors-children-lgbtq/
[7] http://ow.ly/c19R50HgpSk
[7] http://ow.ly/k5PU50HgpSj
[6] https://recruiting.paylocity.com/recruiting/jobs/Details/1477929/CHICAGO-SUN-TIMES-MEDIA-INC/Interactives-Editor

Top URLs in Tweet in G3:
[10] https://elpais.com/cultura/2023-03-12/quien-ganara-el-oscar-los-favoritos-en-2023-ya-no-son-solo-actrices-jovenes-directores-blancos-y-disney.html
[8] https://elpais.com/ciencia/2023-03-10/por-que-las-huellas-dactilares-son-unicas-un-enigma-descifrado-gracias-a-alan-turing.html
[7] https://elpais.com/ciencia/2023-03-09/instrucciones-para-encontrar-un-meteorito.html
[6] https://cadenaser.com/cadena-ser/a-vivir-que-son-dos-dias/
[3] https://elpais.com/economia/2023-03-06/el-desafio-de-ferrovial-nos-abre-los-ojos.html
[3] https://congresoeconomiafeminista.org/sobre-el-congreso/datathon/
[3] https://twitter.com/OKFN/status/1633588653573173248
[2] https://trib.al/eLtzEbh
[2] http://escritura.cua.uam.mx/archivos_Madic/CONVOCATORIA_INGRESO_MADIC_2023.pdf
[2] https://twitter.com/rne/status/1633731847493500930

Top URLs in Tweet in G4:
[13] https://www.sfchronicle.com/newsletters/ca-data-dive/
[9] https://twitter.com/elonmusk/status/1633011448459964417
[9] https://twitter.com/Publici_Union/status/1633142968394678272
[7] https://www.sfchronicle.com/eastbay/article/sullivan-landlord-oakland-17769232.php?utm_source=marketing&utm_medium=copy-url-link&utm_campaign=article-share&hash=aHR0cHM6Ly93d3cuc2ZjaHJvbmljbGUuY29tL2Vhc3RiYXkvYXJ0aWNsZS9zdWxsaXZhbi1sYW5kbG9yZC1vYWtsYW5kLTE3NzY5MjMyLnBocA==&time=MTY3ODExNDkzNzY0Ng==&rid=NGRmYTZmZTktZTY1OC00ZWMzLTg3M2UtNTllM2U0ZTVhYWYx&sharecount=MQ==
[7] https://www.wired.com/story/welfare-state-algorithms/
[5] https://startedwithatweet.substack.com/p/notes-on-privacy-extremism
[5] https://www.nytimes.com/2023/03/08/opinion/noam-chomsky-chatgpt-ai.html
[5] https://www.sfchronicle.com/eastbay/article/sullivan-landlord-oakland-17769232.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[5] https://www.sfchronicle.com/eastbay/article/sullivan-landlord-oakland-17769232.php
[4] https://www.wired.com/story/welfare-fraud-industry/

Top URLs in Tweet in G5:
[8] https://twitter.com/BBCBreaking/status/1634233361286742030
[4] https://www.bbc.co.uk/news/technology-64804007
[4] https://www.theguardian.com/media/2023/mar/10/david-attenborough-bbc-wild-isles-episode-rightwing-backlash-fears
[4] https://www.bbc.co.uk/academy/events/trust-in-news-2023/
[4] http://www.euroclubindex.com/league-odds/
[4] https://www.bbc.co.uk/sounds/play/w3ct38p9
[3] https://inews.co.uk/news/pressure-cooker-elon-musk-twitter-2196309
[3] https://www.bbc.co.uk/iplayer/episode/m001jwb5/panorama-elon-musks-twitter-storm
[3] https://twitter.com/RishiSunak/status/1633158789103747072
[3] https://www.unhcr.org/uk/news/press/2023/3/6407794e4/statement-on-uk-asylum-bill.html

Top URLs in Tweet in G6:
[19] https://www.nytimes.com/interactive/2023/03/06/upshot/balancing-budget-painful-spending-cuts.html
[12] https://www.nytimes.com/interactive/2023/03/11/upshot/office-conversions.html
[12] https://www.semafor.com/article/03/03/2023/gulf-states-and-israel-are-secretly-lobbying-russia-not-to-arm-iran
[12] https://www.semafor.com/newsletters#security
[8] https://www.semafor.com/article/03/08/2023/ukraine-is-turning-down-hundreds-of-afghan-soldiers-who-want-to-join-its-war-effort
[8] https://www.semafor.com/newsletters
[8] https://www.nytimes.com/interactive/2023/03/10/upshot/presidential-budgets-reality.html
[6] https://www.semafor.com/article/03/06/2023/crash-landing-excerpt-american-airlines-trumps-ego-and-the-pandemic
[6] https://www.semafor.com/article/03/08/2023/nigeria-fintech-startups-working-on-fraud-blacklist
[6] https://www.semafor.com/article/03/09/2023/some-vc-firms-are-urging-founders-to-pull-money-from-troubled-silicon-valley-bank

Top URLs in Tweet in G7:
[6] https://theoutlier.co.za/news/84308/the-outliers-grocery-basket-february-2023
[6] https://theoutlier.co.za/sports/84353/ubuntu-football-acadmys-dave-waters-on-the-importance-of-a-life-after-football
[6] https://newsletters.theoutlier.co.za/subscribe/localgovernment/
[5] https://newsletters.theoutlier.co.za/subscribe/learndatajournalism/?utm_campaign=twitter_training_series&utm_source=twitter&utm_medium=tweet
[5] https://subscriptions.touchbasepro.com/t/d-e-zhrfo-idiutudjuj-dd/
[4] https://medium.com/m/global-identity?redirectUrl=https://inside.mediahack.co.za/mapping-for-journalists-9-essential-tools-in-2022-c01a5d133322
[4] https://inside.mediahack.co.za/data-is-at-the-core-of-health-journalism-f7747c5868cb
[4] https://www.icij.org/investigations/deforestation-inc/audit-firms-kpmg-environmental-sustainability-logging/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[4] https://newsletters.theoutlier.co.za/
[4] https://subscriptions.touchbasepro.com/t/d-7461A0A122664AB32540EF23F30FEDED

Top URLs in Tweet in G8:
[11] https://mappingdiversity.eu/
[11] https://www.indiaspend.com/mizoram/now-this-is-home-for-us-the-myanmar-chin-refugees-in-mizoram-855728
[10] https://www.indiaspend.com/health/can-i-have-blue-eyes-an-acid-attack-survivors-journey-to-regain-vision-855381
[6] http://mappingdiversity.eu
[5] https://gijn.org/2023/03/10/data-journalism-top-10-algorithm-bias-mapping-femicide-indias-deadly-cold-bisexual-superman/
[4] https://voxeurop.eu/it/femminicidi-guerra-contro-donne-in-europa/
[4] https://voxeurop.eu/en/femicides-war-against-women-europe/
[4] https://voxeurop.eu/es/feminicidios-guerra-no-declarada-hacia-mujeres-europa/
[4] https://www.europeandatajournalism.eu/eng/News/Data-news/The-most-popular-figures-in-the-street-names-of-European-capitals
[4] https://denikreferendum.cz/clanek/34973-femicida-zeny-v-evrope-behem-covidu-trpely-i-epidemii-nasili-ukazuji-data

Top URLs in Tweet in G9:
[26] https://www.unionprogress.com/2023/03/09/get-rid-of-allan-block-striking-workers-and-supporters-tell-c-span/
[21] https://twitter.com/PGHGuild/status/1633147708541132803
[15] https://www.niemanlab.org/2023/03/the-scale-of-local-news-destruction-in-gannetts-markets-is-astonishing/
[15] https://www.unionprogress.com/donate/
[14] https://docs.google.com/forms/d/e/1FAIpQLSddg5d0WtBW8K6E7pflr2VCFT51HuvTVOAUo3i9WXtL9PwPdA/viewform
[12] https://twitter.com/sarafischer/status/1633138749780418561
[6] https://www.unionprogress.com/2023/03/10/bake-sale-set-to-show-solidarity-and-raise-some-dough-for-striking-news-workers/
[6] https://twitter.com/PGHGuild/status/1633517312312582171
[6] https://twitter.com/MikePoundPG/status/1633333022148706304
[6] https://www.unionprogress.com/donate

Top URLs in Tweet in G10:
[7] https://twitter.com/EdConwaySky/status/1632345918463782912
[6] https://www.ft.com/content/0e2f6f8e-bb03-4fa7-8864-f48f576167d2
[4] https://www.carbonbrief.org/analysis-uk-emissions-fall-3-4-in-2022-as-coal-use-drops-to-lowest-level-since-1757/
[4] https://twitter.com/i/lists/1633263981157597184
[4] https://oc-media.org/protesters-place-parliament-under-siege-as-pressure-mounts-on-georgian-government/
[3] https://jonathanhaidt.substack.com/p/mental-health-liberal-girls
[3] https://twitter.com/annastansbury/status/1632754484748210176
[2] https://www.nytimes.com/2023/03/07/us/politics/nord-stream-pipeline-sabotage-ukraine.html
[2] https://www.federalreserve.gov/newsevents/pressreleases/monetary20230312a.htm
[2] https://news.sky.com/story/uk-to-spend-extra-5bn-on-military-to-counter-intensifying-threats-from-china-and-russia-12832595

Top Domains
Top Domains in Tweet in Entire Graph:
[2861] twitter.com
[308] nytimes.com
[245] washingtonpost.com
[202] co.uk
[192] trib.al
[162] semafor.com
[137] 53eig.ht
[130] fivethirtyeight.com
[118] theguardian.com
[115] youtube.com

Top Domains in Tweet in G1:
[287] twitter.com
[150] washingtonpost.com
[136] 53eig.ht
[122] fivethirtyeight.com
[78] nytimes.com
[66] bloomberg.com
[64] trib.al
[48] ft.com
[37] theguardian.com
[35] wsj.com

Top Domains in Tweet in G2:
[212] twitter.com
[50] wired.com
[42] trib.al
[35] zeit.de
[34] wsj.com
[25] spotlightpa.org
[21] journaliststoolbox.org
[18] lighthousereports.com
[17] nytimes.com
[16] github.com

Top Domains in Tweet in G3:
[77] twitter.com
[54] elpais.com
[14] democrata.es
[14] epe.es
[9] cadenaser.com
[8] elsaltodiario.com
[7] youtube.com
[6] csic.es
[4] justseeds.org
[3] congresoeconomiafeminista.org

Top Domains in Tweet in G4:
[185] twitter.com
[47] sfchronicle.com
[22] washingtonpost.com
[14] nytimes.com
[11] wired.com
[8] vox.com
[7] substack.com
[5] politico.com
[5] trib.al
[5] axios.com

Top Domains in Tweet in G5:
[154] twitter.com
[70] co.uk
[21] theguardian.com
[9] newstatesman.com
[7] euroclubindex.com
[6] trib.al
[5] org.uk
[5] youtube.com
[4] irishtimes.com
[4] liveforfilm.com

Top Domains in Tweet in G6:
[160] semafor.com
[87] twitter.com
[81] nytimes.com
[23] trib.al
[14] texastribune.org
[9] com.br
[8] globo.com
[6] youtube.com
[5] washingtonpost.com
[4] cnbc.com

Top Domains in Tweet in G7:
[52] twitter.com
[42] co.za
[18] lemonde.fr
[16] icij.org
[15] politico.eu
[14] touchbasepro.com
[9] youtube.com
[8] medium.com
[6] nordishub.eu
[5] volkstheater.at

Top Domains in Tweet in G8:
[57] twitter.com
[36] indiaspend.com
[31] europeandatajournalism.eu
[23] mappingdiversity.eu
[18] voxeurop.eu
[17] ilsole24ore.com
[14] gijn.org
[9] balkaninsight.com
[8] denikreferendum.cz
[8] youtube.com

Top Domains in Tweet in G9:
[165] twitter.com
[73] unionprogress.com
[18] google.com
[16] niemanlab.org
[12] actionnetwork.org
[11] nytimes.com
[11] thecity.nyc
[11] nypost.com
[10] thebaltimorebanner.com
[8] politico.com

Top Domains in Tweet in G10:
[99] twitter.com
[12] co.uk
[8] ft.com
[8] sky.com
[8] wsj.com
[5] nytimes.com
[5] carbonbrief.org
[5] energiwatch.no
[4] substack.com
[4] irishtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] nicar23
[73] iwd2023
[65] internationalwomensday
[61] 8m
[50] 8m2023
[47] ddj
[43] dataviz
[32] tbilisi
[32] gapol
[31] georgia



Top Hashtags in Tweet in G1:
[26] nicar23
[18] foi
[15] oscars
[11] everythingeverywhereallatonce
[11] ddj
[11] bcujournos
[8] spielberg
[7] rstats
[6] 9hdeshalles
[5] marchmadness

Top Hashtags in Tweet in G2:
[43] nicar23
[13] journalism
[9] ai
[9] ijf23
[9] datajournalism
[8] sxsw
[6] theiij
[5] data
[5] journalists
[5] ahcj2023

Top Hashtags in Tweet in G3:
[34] 8m2023
[25] 8m
[12] 8marzo
[8] cocinasfantasma
[6] simurg
[6] 8demarzo
[6] m3moria
[6] nossobranrazones
[6] otd
[6] womenshistorymonth

Top Hashtags in Tweet in G4:
[8] cawx
[7] unionstrong
[6] nicar23
[5] 1u
[3] florida
[3] tekken
[2] imwithgary
[2] selfportrait
[2] iwd2023
[2] europe

Top Hashtags in Tweet in G5:
[9] motd
[7] garylineker
[7] internationalwomensday
[6] iwd2023
[5] bbcqt
[5] imwithgary
[4] istandwithgary
[4] eastdulwich
[4] greggifs
[4] tin23

Top Hashtags in Tweet in G6:
[8] latinossinseguro
[4] breaking
[2] iran
[2] iwd2023
[2] cjsstabile
[2] ceraweek
[2] admissions
[2] bugoftheweek
[2] bakhmut
[2] ukrainian

Top Hashtags in Tweet in G7:
[14] deforestationinc
[6] footballdevelopment
[6] datajournalism
[6] machinelearning
[6] edmoeu
[6] disinformation
[5] embraceequity
[4] iwd2023
[4] gdp
[4] nigeria

Top Hashtags in Tweet in G8:
[20] miir
[16] covid
[13] women
[9] femicides
[9] greece
[9] femicide
[8] 8m
[8] donne
[8] 8m2023
[8] iwd2023

Top Hashtags in Tweet in G9:
[6] 1u
[4] faircontractnow
[3] eastpalestine
[3] nicar23
[2] tcgustrong
[2] solidarity
[2] piday
[2] bakesale
[2] afghanistan

Top Hashtags in Tweet in G10:
[32] tbilisi
[26] georgia
[26] notorussianlaw
[14] tbilisiprotests
[4] stoprussia
[2] eastpalestine
[2] plasticpollution
[2] salteconomy
[2] ridge
[2] britainisbetterthanthetories

Top Words
Top Words in Tweet in Entire Graph:
[2829] de
[1503] la
[1204] en
[841] el
[668] data
[609] people
[547] like
[464] un
[458] time
[444] story

Top Words in Tweet in G1:
[121] data
[98] abortion
[86] time
[75] like
[72] people
[66] de
[62] story
[61] la
[59] work
[59] good

Top Words in Tweet in G2:
[136] data
[89] people
[69] die
[67] und
[67] journalism
[57] work
[50] investigation
[49] algorithm
[49] lhreports
[47] ai

Top Words in Tweet in G3:
[973] de
[611] la
[528] en
[494] el
[210] los
[194] por
[184] las
[158] del
[146] un
[141] con

Top Words in Tweet in G4:
[46] like
[43] die
[43] people
[35] news
[33] data
[32] oakland
[32] susieneilson
[28] story
[28] twitter
[27] read

Top Words in Tweet in G5:
[95] bbc
[39] gary
[33] people
[33] uk
[33] news
[32] women
[30] lineker
[28] right
[24] work
[23] government

Top Words in Tweet in G6:
[133] de
[50] scoop
[46] semafor
[40] da
[38] read
[38] budget
[38] com
[35] newsletter
[34] security
[34] em

Top Words in Tweet in G7:
[144] de
[76] la
[63] des
[57] le
[52] les
[50] data
[49] en
[47] pour
[47] et
[40] un

Top Words in Tweet in G8:
[84] edjnet
[76] ve
[64] de
[64] için
[54] di
[47] women
[44] la
[36] data
[35] bir
[32] investigation

Top Words in Tweet in G9:
[56] workers
[52] block
[49] cspan
[39] pittsburgh
[37] board
[37] striking
[33] drop
[31] allan
[30] pghguild
[30] union

Top Words in Tweet in G10:
[41] people
[38] uk
[32] #tbilisi
[27] police
[26] #georgia
[26] #notorussianlaw
[26] rustaveli
[23] protesters
[22] avenue
[21] city

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[315] de,la
[140] en,la
[134] en,el
[103] silicon,valley
[97] data,journalism
[89] valley,bank
[82] de,las
[72] de,los
[52] social,media
[52] gary,lineker

Top Word Pairs in Tweet in G1:
[27] data,journalism
[21] asian,neighborhoods
[21] daylight,saving
[20] saving,time
[19] bans,abortion
[18] fox,news
[17] home,heating
[16] interactive,fivethirtyeight
[15] best,picture
[15] clinic,congestion

Top Word Pairs in Tweet in G2:
[40] data,journalism
[29] journalist's,toolbox
[21] suspicion,machine
[14] welfare,fraud
[13] public,records
[13] generative,ai
[13] lhreports,wired
[13] mental,health
[13] welfare,recipients
[12] bauen,bauen

Top Word Pairs in Tweet in G3:
[138] de,la
[96] en,la
[82] en,el
[52] de,las
[39] de,los
[23] con,la
[23] por,el
[22] de,marzo
[22] la,ley
[19] las,mujeres

Top Word Pairs in Tweet in G4:
[18] silicon,valley
[14] west,oakland
[12] valley,bank
[11] corporate,landlords
[11] california,data
[11] data,dive
[9] neill,sullivan
[9] dive,newsletter
[8] hundreds,rental
[8] rental,properties

Top Word Pairs in Tweet in G5:
[28] gary,lineker
[9] right,wing
[8] uk,government
[7] bbc,news
[7] elon,musk
[7] international,women's
[7] prime,minister
[6] longer,protect
[6] protect,users
[6] pig,butchering

Top Word Pairs in Tweet in G6:
[18] silicon,valley
[18] semafor,security
[18] valley,bank
[16] crash,landing
[14] security,newsletter
[13] aliciaparlap,jshkatz
[10] housing,dig
[10] amazing,larrybuch
[10] building,housing
[10] convert,amazing

Top Word Pairs in Tweet in G7:
[21] de,la
[15] south,africa
[14] local,government
[14] sports,newsletter
[12] government,newsletter
[11] outlierafrica,local
[11] outlier,sports
[9] de,conseil
[8] sur,la
[8] store,brand

Top Word Pairs in Tweet in G8:
[14] cross,border
[13] data,investigation
[12] imedd_org,17
[10] violence,women
[10] border,data
[9] morfnikos,k_zafeiropoulos
[9] janinel83,morfnikos
[9] troboukis,imeddlab
[9] women,europe
[8] project,edjnet

Top Word Pairs in Tweet in G9:
[31] allan,block
[23] block,board
[23] post,gazette
[15] drop,block
[14] board,directors
[13] striking,workers
[13] bake,sale
[12] steelworkers,usw3657
[12] cspan,drop
[11] drop,allan

Top Word Pairs in Tweet in G10:
[18] rustaveli,avenue
[12] riot,police
[12] tear,gas
[10] silicon,valley
[10] special,forces
[9] valley,bank
[8] water,cannons
[6] right,#tbilisi
[6] foreign,agent
[6] agent,law

Top Replied-To
Top Replied-To in Entire Graph:
@cspan
@usatoday
@katikokal
@fiftysevenfifty
@elonmusk
@chinchillazllla
@repsummerlee
@jenniferagerson
@cchurchili
@taskandpurpose

Top Replied-To in G1:
@jenniferagerson
@mattyglesias
@noahpinion
@richardmeyerdc
@baseballot
@bendreyfuss
@aedwardslevy
@jewishbook
@paulonpolitics
@farnworthamy

Top Replied-To in G2:
@wired
@lhreports
@nytimespr
@abhinavskrish
@profedmondson
@heidistevens13
@dobssi
@whoisalexperry
@anthonydb
@mizzousundevil

Top Replied-To in G3:
@leguineche
@nofinancieros
@htarancon
@civil_war_spain

Top Replied-To in G4:
@elonmusk
@ralf_stegner
@roblagnac
@jason
@anja_eckert
@mkreutzfeldt
@bundeskanzler
@stefan_hajek
@stompe_sascha
@vieuxrenard

Top Replied-To in G5:
@rishisunak
@alexmaws
@georgemonbiot
@jamesrbuk
@garylineker
@eccomics
@pulplibrarian
@euroclubindex
@karloskvar
@tanjabueltmann

Top Replied-To in G6:
@aliciaparlap
@sangerkatz
@msoares
@lazarorosa25
@denysegodoy
@serba66
@fredcsantana

Top Replied-To in G7:
@maanomadima
@ashsankholkar
@icijorg
@disclose_ngo
@niusmarco
@damiendole
@lobs
@shourahashemi

Top Replied-To in G8:
@eige_eu
@nickturse
@edjnet
@e359716
@emmecola
@donatacolumbro
@easyinve
@ckayacanan
@achtungbeyb
@camusyarari

Top Replied-To in G9:
@cspan
@repsummerlee
@ndhapple
@repsusanwild
@pghguild
@thepupnews
@barrycaro
@stuloeser
@cartercritiques
@zadri

Top Replied-To in G10:
@andreasaasheim
@tilwykes
@ayocaesar
@mpenergi
@alansritchie
@davidpattie
@work_life_you
@rtwrich
@rosa_hoekstra
@gettingworse666

Top Mentioned
Top Mentioned in Entire Graph:
@edjnet
@nytimes
@lhreports
@wired
@semafor
@fivethirtyeight
@susieneilson
@washingtonpost
@grmiir
@ire_nicar

Top Mentioned in G1:
@fivethirtyeight
@washingtonpost
@naemaahmed
@nytimes
@wsjgraphics
@ftdata
@johnmuyskens
@shannonosaka
@ft
@ire_nicar

Top Mentioned in G2:
@lhreports
@wired
@wsj
@zeitonline
@spotlightpa
@cnsmd
@dmehro
@journalismfest
@suntimes
@samanthasunne

Top Mentioned in G3:
@kikollan
@el_pais
@irenemontero
@nachotronic
@montsehid
@manuelansede
@democrata_info
@infoiguacel
@lauranavarrosol
@ionebelarra

Top Mentioned in G4:
@susieneilson
@sfchronicle
@publicintegrity
@publici_union
@elonmusk
@namisumida
@adrianarezal
@xianleonard
@dkopf
@iamharaldur

Top Mentioned in G5:
@garylineker
@bbc
@telegraph
@bbcnews
@mariannaspring
@bbciplayer
@ruth__alexander
@wfp
@richardceault
@cincodiascom

Top Mentioned in G6:
@semafor
@lizrhoffman
@nytimes
@jaysolomon
@aliciaparlap
@jshkatz
@larrybuch
@reedalbergotti
@sangerkatz
@texastribune

Top Mentioned in G7:
@outlierafrica
@dossier_
@un
@mediahackza
@bhekisisa_mg
@vandykjoan
@ubuntu_football
@davewaters_
@dataphyte
@richgemma

Top Mentioned in G8:
@edjnet
@grmiir
@janinel83
@imedd_org
@imeddlab
@morfnikos
@k_zafeiropoulos
@troboukis
@sanjoyhazarika3
@richhariyasneha

Top Mentioned in G9:
@pghguild
@cspan
@thepupnews
@pittsburghpg
@steelworkers
@usw3657
@jbenton
@gannett
@bystevereilly
@politico

Top Mentioned in G10:
@jburnmurdoch
@torstenbell
@skynews
@jonhaidt
@edconwaysky
@pvcryan
@thecccuk
@sophyridgesky
@jeremy_hunt
@orbenamy

Top Tweeters
Top Tweeters in Entire Graph:
@httweets
@evankirstel
@limportant_fr
@southwestair
@infobae
@reuters
@rapplerdotcom
@rcnradio
@eldiario
@dailymirror

Top Tweeters in G1:
@reuters
@dailymirror
@business
@guardian
@thr
@demfromct
@washingtonpost
@cnn
@joshkraushaar
@financialtimes

Top Tweeters in G2:
@time
@abc
@wsj
@usatoday
@cbsnews
@bild
@ap
@guardianus
@motherjones
@zeitonline

Top Tweeters in G3:
@el_pais
@lineamadrid
@rosamariaartal
@famelica_legion
@cementeriolibro
@_anapastor_
@laverdad_es
@louiserawauthor
@pvallin
@psoe

Top Tweeters in G4:
@southwestair
@schmidtlepp
@marxculture
@sfchronicle
@hn_frontpage
@stltoday
@weathernation
@flateartherkitt
@benedictevans
@faineg

Top Tweeters in G5:
@telegraph
@bbcnews
@paulbernaluk
@scmpnews
@janeygodley
@afp
@mikeokuda
@chrisgeidner
@expansioncom
@jacquep

Top Tweeters in G6:
@uolnoticias
@uol
@jornaloglobo
@nytimes
@aristeguionline
@rosana
@abc7
@telemundonews
@jeffjarvis
@andreaugfonseca

Top Tweeters in G7:
@evankirstel
@irishtimes
@nicochan33
@news24
@lalibrebe
@supersporttv
@ewnreporter
@lesoir
@spirosmargaris
@lobs

Top Tweeters in G8:
@cumhuriyetgzt
@asteris
@in_gr
@evrenselgzt
@elconfidencial
@bbcworld
@halktvcomtr
@sole24ore
@efsyntakton
@radiozet_news

Top Tweeters in G9:
@politico
@alyssakeiko
@pittsburghpg
@seattletimes
@jgcocanada
@ndhapple
@statesman
@mbalter
@mattdpearce
@jbenton

Top Tweeters in G10:
@skynews
@pmagn
@jamesdoleman
@rtenews
@thomasforth
@bsbibotany
@kathryntewson
@letemps
@joehas
@tupp_ed


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