list:19390498 filter:links since:2021-01-25 until:2021-02-01, Twitter, 2/2/2021 3:57:07 PM, 247060


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list:19390498 filter:links since:2021-01-25 until:2021-02-01 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2021-01-25 until:2021-02-01 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
February 02, 2021
Short Description:
list:19390498 filter:links since:2021-01-25 until:2021-02-01 via NodeXL https://bit.ly/2MKH6PK
@itsgeorgekamau
@chronotope
@digiphile
@nytimes
@washingtonpost
@jeanfreddy
@ap
@emmacarew
@sylkegruhnwald
@arubiocampana

Top hashtags:
#covid19
#ddj
#dataviz
#coronavirus

Description:
Description
The graph represents a network of 9,090 Twitter users whose recent tweets contained "list:19390498 filter:links since:2021-01-25 until:2021-02-01", 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, 01 February 2021 at 12:36 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 25 January 2021 at 00:03 UTC to Sunday, 31 January 2021 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 : 9090
Unique Edges : 16954
Edges With Duplicates : 11121
Total Edges : 28075
Number of Edge Types : 5
Replies to : 1076
Mentions : 6608
MentionsInRetweet : 4472
Retweet : 7610
Tweet : 8309
Self-Loops : 8382
Reciprocated Vertex Pair Ratio : 0.0233002291825821
Reciprocated Edge Ratio : 0.0455393803658081
Connected Components : 168
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 8512
Maximum Edges in a Connected Component : 27070
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.21551
Graph Density : 0.000194555708183867
Modularity : 0.509717
NodeXL Version : 1.0.1.443
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247008
Data Import : The graph represents a network of 9,090 Twitter users whose recent tweets contained "list:19390498 filter:links since:2021-01-25 until:2021-02-01", 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, 01 February 2021 at 12:36 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 25 January 2021 at 00:03 UTC to Sunday, 31 January 2021 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:2021-01-25 until:2021-02-01
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[170] https://twitter.com/emmacarew/status/1354092440223936512
[48] https://jenzerb.medium.com/i-left-my-career-in-prestige-media-because-of-the-shitty-men-in-charge-and-they-are-still-in-4963374ec6b8
[40] https://www.ire.org/training/conferences/nicar-2021/nicar21-lightning-talks/
[39] https://twitter.com/opennews/status/1354463135755853824
[37] https://twitter.com/JMilesColeman/status/1354775083085164546
[33] https://www.nytimes.com/interactive/2021/us/covid-risk-map.html
[31] https://twitter.com/WashPostPR/status/1355156871171219456
[26] https://washpost.wd5.myworkdayjobs.com/washingtonpostcareers/job/DC-Washington-TWP-Headquarters/Senior-Full-Stack-Software-Engineer_JR-90271882
[26] https://washpost.wd5.myworkdayjobs.com/washingtonpostcareers/job/DC-Washington-TWP-Headquarters/Full-Stack-Software-Engineer_JR-90271886
[26] https://www.nytimes.com/interactive/2021/01/24/us/covid-vaccine-rollout.html

Top URLs in Tweet in G1:
[33] https://www.ire.org/training/conferences/nicar-2021/nicar21-lightning-talks/
[32] https://www.nytimes.com/interactive/2021/us/covid-risk-map.html
[26] https://twitter.com/WashPostPR/status/1355156871171219456
[25] https://twitter.com/opennews/status/1354463135755853824
[23] https://www.nytimes.com/interactive/2021/01/24/us/covid-vaccine-rollout.html
[18] https://washpost.wd5.myworkdayjobs.com/washingtonpostcareers/job/DC-Washington-TWP-Headquarters/Senior-Full-Stack-Software-Engineer_JR-90271882
[18] https://washpost.wd5.myworkdayjobs.com/washingtonpostcareers/job/DC-Washington-TWP-Headquarters/Full-Stack-Software-Engineer_JR-90271886
[18] https://www.nytimes.com/interactive/2020/us/covid-19-vaccine-doses.html
[17] https://www.washingtonpost.com/opinions/2021/01/25/lauren-wolfe-tweet-nyt-dismissal/
[17] https://www.nytimes.com/2021/01/30/technology/change-my-google-results.html

Top URLs in Tweet in G2:
[16] https://twitter.com/HBraun/status/1354402717528109061
[10] https://twitter.com/DanielLevitt32/status/1355438103243186177
[9] https://whitehouse.gov/
[8] https://zerforschung.org/posts/auf-der-suche-nach-corona-im-berliner-untergrund/
[8] https://twitter.com/daniellevitt32/status/1355438103243186177
[7] https://www.republik.ch/2021/01/26/die-impfung-ist-da-sie-haben-noch-fragen-die-hatten-wir-auch
[6] https://www.nbcnews.com/tech/social-media/twitter-launches-birdwatch-forum-combat-misinformation-n1255552
[6] https://twitter.com/jarroddicker/status/1354090618721599488
[5] https://uebermedien.de/57137/achtlos-mit-zahlen-um-sich-werfen/
[5] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2Fumwelt%2F2021-01%2Fklimawandel-deutschland-2020-hitzerekord-globale-erwaermung-temperaturanstieg-gemeinden-klimastreifen

Top URLs in Tweet in G3:
[145] https://twitter.com/emmacarew/status/1354092440223936512
[14] https://www.pewresearch.org/fact-tank/2021/01/26/a-rising-share-of-working-parents-in-the-u-s-say-its-been-difficult-to-handle-child-care-during-the-pandemic/
[12] https://www.pewresearch.org/fact-tank/2021/01/25/for-american-couples-gender-gaps-in-sharing-household-responsibilities-persist-amid-pandemic/
[10] https://www.pewresearch.org/fact-tank/2021/01/28/racial-ethnic-diversity-increases-yet-again-with-the-117th-congress/
[10] https://www.pewresearch.org/fact-tank/2021/01/29/most-u-s-citizens-report-a-campaign-contacted-them-in-2020-but-latinos-and-asians-less-likely-to-say-so/
[8] https://eu.usatoday.com/in-depth/news/investigations/2021/01/26/moderna-covid-vaccine-science-fast/6555783002/
[7] https://jenzerb.medium.com/i-left-my-career-in-prestige-media-because-of-the-shitty-men-in-charge-and-they-are-still-in-4963374ec6b8
[7] https://twitter.com/emmacarew/status/1354093246184644609
[7] https://www.pewresearch.org/fact-tank/2021/01/25/though-not-especially-productive-in-passing-bills-the-116th-congress-set-new-marks-for-social-media-use/
[7] https://www.pewresearch.org/fact-tank/2021/01/27/republicans-democrats-at-odds-over-social-media-companies-banning-trump/

Top URLs in Tweet in G4:
[9] https://e-pluribusunum.org/2021/01/26/open-letter-on-open-government-to-press-secretary-psaki-and-white-house-officials/
[8] https://e-pluribusunum.org/2021/01/26/in-2021-we-the-people-need-a-public-chair-to-ask-the-white-house-public-questions-and-pose-petitions/
[6] https://twitter.com/MacFarlaneNews/status/1354871296664993795
[6] https://themarkup.org/citizen-browser/2021/01/26/lawmaker-questions-facebook-on-broken-election-related-promise
[4] https://www.washingtonpost.com/health/2021/01/27/double-mask-variants-guidance/
[4] https://e-pluribusunum.org/2021/01/26/why-twitter-and-facebook-were-right-to-ban-president-trump/
[4] https://www.govinfo.gov/content/pkg/GPO-HPREC-HINDS-V3/html/GPO-HPREC-HINDS-V3-26.htm
[4] https://snow.dc.gov/
[4] https://www.occrp.org/en/investigations/ukrainian-police-probe-toxic-waste-shipped-from-world-bank-backed-project-in-montenegro
[4] https://themarkup.org/news/2021/01/28/police-say-they-can-use-facial-recognition-despite-bans

Top URLs in Tweet in G5:
[8] https://www.ukpolicememorial.com/?bcn=YmNucz10Tk07YmNubD00MTMzODtiY253PTY7YmNudj00O2Jjbj1saXZl
[6] https://timharford.com/books/datadetective/
[6] https://sigmaawards.org/apply/
[6] https://www.newstatesman.com/politics/polling/2021/01/almost-year-his-leadership-keir-starmer-stalling
[5] https://twitter.com/sigmaawards/status/1353712254794002437
[5] https://sigmaawards.org/
[5] http://www.verigazeteciligi.com/izmir-acik-veri-portali-hayata-gecti/
[5] https://twitter.com/puzzlesthewill/status/1354702854074888192
[4] https://ici.radio-canada.ca/nouvelle/1766695/twitter-neonazi-alexandre-bissonnette-attaque-mosquee-quebec
[4] http://www.verigazeteciligi.com/veri-gazetecileri-gizliligi-korumak-icin-anonimlestirmeyi-nasil-kullanabilir/

Top URLs in Tweet in G6:
[13] https://www.insider.com/american-carnage-comic-storming-capitol-trump-2021-1
[5] https://jenzerb.medium.com/i-left-my-career-in-prestige-media-because-of-the-shitty-men-in-charge-and-they-are-still-in-4963374ec6b8
[5] https://twitter.com/emmacarew/status/1354092440223936512
[5] https://twitter.com/THECITYNY/status/1354391958018523137
[4] http://www.tribpub.com/gdpr/nydailynews.com/
[4] https://www.thecity.nyc/coronavirus/2021/1/28/22255491/city-residents-have-less-of-a-shot-at-covid-vaccinations
[4] https://www.washingtonpost.com/politics/2021/01/27/bidens-jab-that-foreign-company-contracts-went-up-30-under-trump/?tid=ss_tw
[4] https://twitter.com/19thnews/status/1354490969136230401
[4] http://chrn.cl/3onyUly
[4] http://chrn.cl/3iSJjEJ

Top URLs in Tweet in G7:
[22] https://github.com/datadista/datasets/tree/master/COVID%2019
[15] https://github.com/datadista/datasets/blob/master/COVID%2019/ccaa_vacunas.csv
[4] https://jenzerb.medium.com/i-left-my-career-in-prestige-media-because-of-the-shitty-men-in-charge-and-they-are-still-in-4963374ec6b8
[4] https://edition.cnn.com/2021/01/26/politics/marjorie-taylor-greene-democrats-violence/index.html
[4] https://www.meetup.com/D3-Online/events/275893710/
[4] https://collection.sciencemuseumgroup.org.uk/objects/co8418916/three-dimensional-model-of-electricity-consumption-in-manchester-chart-graphic-document
[4] https://ec.europa.eu/commission/presscorner/detail/es/ip_21_302
[4] https://masterclass.unir.net/openclass/foro-de-comunicacion-las-nuevas-formas-de-comunicacion.html
[3] https://github.com/dhmontgomery/nicar20/tree/master/ggplot-graphics
[3] https://www.washingtonpost.com/powerpost/senate-gridlock-threatens-biden-agenda/2021/01/23/6119e512-5cf3-11eb-b8bd-ee36b1cd18bf_story.html

Top URLs in Tweet in G8:
[4] https://soyarepita.com/
[4] https://www.eldiario.es/aragon/sociedad/aragon-prohibe-consumo-interior-establece-cierre-18-00-teruel-alcaniz-calatayud_1_7164167.html
[4] https://elpais.com/sociedad/2021-01-30/marty-baron-la-gente-se-fia-mas-de-sus-sentimientos-que-de-los-hechos.html
[3] https://play.nomorehaters.es/home
[3] https://www.elindependiente.com/espana/2021/01/30/acceder-a-la-informacion-es-un-derecho-del-ciudadano-no-una-concesion-graciable-del-gobierno-de-turno/?utm_source=share_buttons&utm_medium=twitter&utm_campaign=social_share
[2] https://eldiario.com/2021/01/24/carvativir-medicamento-coronavirus/
[2] https://maldita.es/malditobulo/20210121/por-que-los-deepfakes-no-son-el-problema-aun/?utm_content=buffer566b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://variety.com/2021/tv/news/univision-prendetv-advertising-donna-speciale-1234891997/
[2] https://trib.al/3EMGxYf
[2] https://trib.al/neYv3yz

Top URLs in Tweet in G9:
[7] https://archive.org/details/punkplanet
[6] https://jenzerb.medium.com/i-left-my-career-in-prestige-media-because-of-the-shitty-men-in-charge-and-they-are-still-in-4963374ec6b8
[5] https://twitter.com/NBCLX/status/1353708581514829825
[5] https://www.theatlantic.com/health/archive/2021/01/when-mental-health-crisis-lands-you-jail/617599/
[3] https://twitter.com/lilsarg/status/1354796995483987969
[3] https://collectiveaction.tech/2021/announcing-the-collective-action-in-tech-fellowship/
[3] https://twitter.com/mitrakalita/status/1353706976757297153
[3] https://qz.com/1963012/in-2021-the-doomsday-clock-didnt-change/
[2] https://twitter.com/jbouie/status/1353517324310089734
[2] https://www.politico.com/news/2021/01/26/kevin-mccarthy-donald-trump-462445

Top URLs in Tweet in G10:
[37] https://twitter.com/JMilesColeman/status/1354775083085164546
[12] https://centerforpolitics.org/crystalball/articles/2022-senate-races-initial-ratings/
[7] https://fivethirtyeight.com/features/our-radicalized-republic/
[6] https://twitter.com/treyterry/status/1354562597639471111
[6] https://twitter.com/JMilesColeman/status/1354900693958713350
[6] https://twitter.com/JMilesColeman/status/1355222571051048963
[5] https://twitter.com/ETHotTakesBot/status/1353901457226035201
[5] https://twitter.com/jmilescoleman/status/1354777444323119107
[5] https://resources.rstudio.com/resources/rstudioglobal-2021/
[4] https://fivethirtyeight.com/features/dont-expect-to-see-any-players-elected-to-the-baseball-hall-of-fame-this-year/

Top Domains
Top Domains in Tweet in Entire Graph:
[5583] twitter.com
[660] nytimes.com
[497] washingtonpost.com
[227] co.uk
[227] trib.al
[215] youtube.com
[167] bloomberg.com
[162] medium.com
[159] wsj.com
[142] theguardian.com

Top Domains in Tweet in G1:
[1171] twitter.com
[400] nytimes.com
[266] washingtonpost.com
[122] trib.al
[101] bloomberg.com
[95] wsj.com
[92] latimes.com
[57] apnews.com
[55] ire.org
[46] myworkdayjobs.com

Top Domains in Tweet in G2:
[427] twitter.com
[31] nytimes.com
[26] substack.com
[20] zeit.de
[18] youtube.com
[17] washingtonpost.com
[17] axios.com
[16] medium.com
[15] spiegel.de
[11] wired.com

Top Domains in Tweet in G3:
[405] twitter.com
[97] pewresearch.org
[34] usatoday.com
[27] axios.com
[21] startribune.com
[19] pewrsr.ch
[19] minnpost.com
[17] calendly.com
[16] washingtonpost.com
[16] newstatesman.com

Top Domains in Tweet in G4:
[280] twitter.com
[28] washingtonpost.com
[28] nytimes.com
[27] e-pluribusunum.org
[15] occrp.org
[14] medium.com
[12] themarkup.org
[9] youtube.com
[8] npr.org
[6] cdc.gov

Top Domains in Tweet in G5:
[170] twitter.com
[60] verigazeteciligi.com
[30] wordpress.com
[17] timharford.com
[15] youtube.com
[14] co.uk
[11] theglobeandmail.com
[11] sigmaawards.org
[10] gijn.org
[10] newstatesman.com

Top Domains in Tweet in G6:
[287] twitter.com
[40] washingtonpost.com
[38] houstonchronicle.com
[36] nytimes.com
[21] nypost.com
[18] insider.com
[17] thecity.nyc
[16] cpr.org
[14] substack.com
[12] 19thnews.org

Top Domains in Tweet in G7:
[256] twitter.com
[43] github.com
[24] washingtonpost.com
[14] nytimes.com
[12] github.io
[12] medium.com
[12] ft.com
[11] elpais.com
[9] mapbox.com
[8] mprnews.org

Top Domains in Tweet in G8:
[99] twitter.com
[48] efectococuyo.com
[13] elpais.com
[10] maldita.es
[7] trib.al
[7] eldiario.es
[6] elpitazo.net
[6] espaja.com
[5] google.com
[5] libros.com

Top Domains in Tweet in G9:
[251] twitter.com
[30] propublica.org
[18] qz.com
[14] trib.al
[13] medium.com
[12] nytimes.com
[10] theatlantic.com
[8] substack.com
[7] archive.org
[7] co.uk

Top Domains in Tweet in G10:
[317] twitter.com
[38] fivethirtyeight.com
[12] centerforpolitics.org
[10] nytimes.com
[7] google.com
[6] bloomberg.com
[6] rstudio.com
[6] infoworld.com
[5] azcentral.com
[5] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[330] covid19
[131] ddj
[116] dataviz
[62] coronavirus
[53] journalism
[52] opendata
[50] nicar21
[40] datajournalism
[35] media
[34] rstats



Top Hashtags in Tweet in G1:
[36] nicar21
[28] dataviz
[27] covid19
[9] ddj
[9] ncpol
[8] sarscov2
[8] datavisualization
[7] coronavirus
[7] somoslat
[7] farmersprotest

Top Hashtags in Tweet in G2:
[23] ddj
[13] corona
[13] covid19
[12] osint
[8] verification
[7] thread
[7] nr_ddj
[6] weremember
[6] wallstreetbets
[6] journalismjobs

Top Hashtags in Tweet in G3:
[7] covid19
[6] mnleg
[5] capitol
[4] breaking
[4] facebook
[3] journalism
[3] dataviz
[3] arabspring
[3] netflix
[3] bike

Top Hashtags in Tweet in G4:
[32] wfp
[7] sotn2021
[6] covid19
[5] opengov
[5] winterreadydc
[4] dataprivacyday
[3] factsfirst
[3] dcstatehood
[3] s51
[2] mtleg

Top Hashtags in Tweet in G5:
[64] ddj
[37] dataviz
[34] açıkveri
[24] datajournalism
[22] opendata
[17] covid19
[16] verigazeteciliği
[14] voyd
[13] rstats
[12] veriokuryazarlığı

Top Hashtags in Tweet in G6:
[12] copolitics
[10] nicar21
[5] coleg
[4] colorado
[3] climatechange
[2] highered
[2] cuboulder
[2] 9news
[2] boulder
[2] wmata

Top Hashtags in Tweet in G7:
[47] covid19
[4] mnwx
[4] d3js
[3] washington
[3] serviciopúblico
[2] rstats
[2] ggplot
[2] twitterstorians
[2] medievaltwitter
[2] theexpanse

Top Hashtags in Tweet in G8:
[16] covid19
[10] 28ene
[8] garzonviolador
[6] venezuela
[6] periodismo
[6] 90meroldán
[5] auschwitz
[5] resignjohnson
[4] ahora
[4] carabobo

Top Hashtags in Tweet in G9:
[7] fecfilingday
[4] productimmersion
[3] designunderpressure
[2] jewsinthewild
[2] cricket
[2] gasen
[2] rip
[2] iot
[2] knowledgeeconomy
[2] jobfairy

Top Hashtags in Tweet in G10:
[19] electiontwitter
[14] rstats
[12] ohsen
[11] hof
[11] ncpol
[10] rstudioglobal
[9] covid19
[9] ncsen
[7] osint
[5] nhsen

Top Words
Top Words in Tweet in Entire Graph:
[1487] more
[1214] covid
[1106] people
[1066] one
[984] data
[791] 19
[772] vaccine
[718] time
[710] today
[636] news

Top Words in Tweet in G1:
[411] more
[344] covid
[312] people
[303] data
[288] one
[235] vaccine
[226] today
[199] year
[197] 19
[181] story

Top Words in Tweet in G2:
[143] die
[97] more
[70] one
[69] people
[67] news
[51] time
[50] good
[44] work
[39] twitter
[39] covid

Top Words in Tweet in G3:
[111] more
[85] people
[83] one
[78] journalism
[73] open
[69] media
[62] covid
[61] time
[61] data
[57] dms

Top Words in Tweet in G4:
[72] more
[67] public
[65] people
[49] covid
[48] 19
[46] today
[45] cases
[43] data
[42] trump
[40] government

Top Words in Tweet in G5:
[79] data
[69] #ddj
[66] more
[59] veri
[45] people
[44] covid
[44] one
[40] #dataviz
[39] week
[39] ve

Top Words in Tweet in G6:
[49] people
[48] more
[48] year
[41] vaccine
[40] data
[39] state
[36] city
[35] trump
[35] story
[35] covid

Top Words in Tweet in G7:
[186] covid
[157] 19
[140] fallecidos
[140] españa
[73] serie
[71] more
[66] 000
[59] uci
[59] personas
[54] histórica

Top Words in Tweet in G8:
[36] covid
[34] 19
[34] venezuela
[25] hoy
[24] contra
[23] vacuna
[21] gobierno
[20] vacunas
[19] están
[19] trabajo

Top Words in Tweet in G9:
[57] people
[46] more
[37] one
[34] work
[29] many
[28] time
[27] really
[26] see
[25] much
[23] digital

Top Words in Tweet in G10:
[99] election
[97] senate
[95] state
[85] more
[79] county
[73] map
[72] one
[62] trump
[57] 2020
[57] biden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[713] covid,19
[127] last,year
[107] years,ago
[103] 100,000
[95] social,media
[88] wall,street
[86] 19,vaccine
[74] data,journalism
[74] covid,vaccine
[73] public,health

Top Word Pairs in Tweet in G1:
[182] covid,19
[41] lightning,talks
[38] last,year
[33] covid,vaccine
[32] lightning,talk
[31] much,more
[30] wall,street
[30] during,pandemic
[30] year,old
[28] years,ago

Top Word Pairs in Tweet in G2:
[14] hedge,funds
[13] asian,american
[12] wall,street
[12] jobs,jobs
[11] marjorie,taylor
[11] hedge,fund
[10] covid,numbers
[10] jobs,design
[10] design,jobs
[9] taylor,greene

Top Word Pairs in Tweet in G3:
[44] covid,19
[44] dms,open
[20] social,media
[19] always,happy
[17] 19,vaccine
[15] years,ago
[15] during,pandemic
[14] child,care
[13] happy,talk
[12] data,journalism

Top Word Pairs in Tweet in G4:
[42] covid,19
[16] public,health
[12] social,media
[12] far,right
[12] 19,deaths
[10] federal,government
[9] active,cases
[8] big,lie
[8] n95,masks
[8] 100,000

Top Word Pairs in Tweet in G5:
[31] covid,19
[16] #ddj,#dataviz
[14] wordpressdotcom,aracılığıyla
[12] one,week
[11] #açıkveri,#opendata
[10] açık,veri
[10] #açıkveri,#veriokuryazarlığı
[10] #veriokuryazarlığı,#verigazeteciliği
[9] data,journalism
[8] next,week

Top Word Pairs in Tweet in G6:
[20] covid,19
[18] data,viz
[11] years,ago
[11] american,carnage
[9] washington,heights
[9] last,year
[8] white,house
[8] first,time
[8] high,school
[8] graphic,novel

Top Word Pairs in Tweet in G7:
[151] covid,19
[59] 19,españa
[54] serie,histórica
[45] fallecidos,covid
[36] falta,consolidación
[33] número,fallecidos
[30] días,anteriores
[30] consolidación,serie
[28] añadidos,días
[28] anteriores,serie

Top Word Pairs in Tweet in G8:
[32] covid,19
[6] odio,eres
[6] distrito,capital
[6] exigir,justicia
[6] buenos,aires
[6] nueva,york
[5] luchar,contra
[5] reino,unido
[5] gobierno,distrito
[5] gotas,milagrosas

Top Word Pairs in Tweet in G9:
[9] years,ago
[6] republican,party
[5] climate,change
[5] covid,19
[5] meaningfully,inclusive
[5] put,eyes
[5] eyes,cat
[5] cat,bed
[5] bed,happier
[5] happier,result

Top Word Pairs in Tweet in G10:
[22] 2022,senate
[19] crystal,ball
[18] state,senate
[17] last,year
[14] 2020,election
[13] covid,19
[12] north,carolina
[11] maricopa,county
[11] south,asian
[11] joe,biden

Top Replied-To
Top Replied-To in Entire Graph:
@emmacarew
@albertocairo
@healthyoklahoma
@aaja
@jmilescoleman
@cyrusshahpar46
@rsimmon
@deputymayorofgm
@msoares
@infowetrust

Top Replied-To in G1:
@aaja
@cyrusshahpar46
@thefunwest
@christinezhang
@astasiawill
@aglorios
@simonw
@jeremybowers
@documentcloud
@lila_seidman

Top Replied-To in G2:
@fiete_stegers
@kesseltv
@mkramer
@mikeisaac
@jaycodon
@garjoh_canuck
@petersterne
@davewiner
@donttrythis
@dmjreports

Top Replied-To in G3:
@emmacarew
@axios
@derjarjour
@dansinker
@czuegner
@toreyvanoot
@dannydougherty
@emgusk
@aedwardslevy
@joeybear85

Top Replied-To in G4:
@kcoleman
@cyrusshahpar46
@anandwrites
@johncornyn
@tomfriedman
@marcidale
@mattlira
@cisagov
@dansinker
@dcgovweb

Top Replied-To in G5:
@2sluttyfish
@alebionshrugged
@wolfewylie
@wittmeier
@nigelhawtin
@laurenfklein
@andrewstagsfan
@jeff__yates
@segacs
@statcan_eng

Top Replied-To in G6:
@katie_honan
@2avsagas
@hcdawes
@soniagupta504
@lydiadepillis
@jsodonoghue
@jellencamara
@troyericg
@jbarro
@ericuman

Top Replied-To in G7:
@rsimmon
@hannah_recht
@mikeorourkenews
@direwolfalpha1
@ryanbaumann
@adamjkucharski
@bristoliver
@talofer
@joepompeo
@mikebrondbjerg

Top Replied-To in G8:
@jsanchezmartos
@juanroleri
@esacrosa
@goncy
@mroldana
@edurnemg

Top Replied-To in G9:
@prripoll
@simpsonsops
@markpopham
@negaoryx
@alexsteffen
@waldojaquith
@j_zimms
@debcha
@_alastair
@damonayoung

Top Replied-To in G10:
@jmilescoleman
@garrett_archer
@thorongil16
@willhumble_az
@kkondik
@collinwilltweet
@mikepnoble
@lcmporter
@steffilazerte
@mpanichello

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@washingtonpost
@wsj
@ire_nicar
@propublica
@potus
@twitter
@usatoday
@mapbox
@apoorva_nyc

Top Mentioned in G1:
@nytimes
@wsj
@washingtonpost
@propublica
@ire_nicar
@apoorva_nyc
@ceostroff
@ap
@latimes
@wapoengineering

Top Mentioned in G2:
@zeitonline
@sz
@quiztime
@rki_de
@s_muellerhansen
@c_endt
@sarafischer
@mikeisaac
@hbraun
@destatis

Top Mentioned in G3:
@usatoday
@pewresearch
@axios
@twitter
@potus
@revue
@emmacarew
@nbcnews
@report4america
@ajenglish

Top Mentioned in G4:
@potus
@whitehouse
@presssec
@twitter
@birdwatch
@potus45
@washingtonpost
@uscapitol
@facebook
@verified

Top Mentioned in G5:
@sigmaawards
@wordpressdotcom
@theeconomist
@albertocairo
@gijn
@bnhw_
@fullfact
@globeandmail
@datajournalism
@hichenwang

Top Mentioned in G6:
@19thnews
@houstonchron
@joshadams
@thecityny
@anthony_delcol
@daveswartzart
@taylorespo
@walthickey
@thisisinsider
@samuelbrasch

Top Mentioned in G7:
@mapbox
@planetlabs
@nasa
@maxar
@danielegrasso
@adelgado
@strava
@jonni_walker
@ericg
@ourworldindata

Top Mentioned in G8:
@chocotuits
@arubiocampana
@libroscom
@hcapriles
@malditatech
@maldita_es
@apexvenezuela
@janrodrigueztv
@malditodato
@aepd_es

Top Mentioned in G9:
@blejman
@nytimes
@jskstanford
@theatlantic
@googlenewsinit
@voxdotcom
@annehelen
@senrobportman
@jainfamilyinst
@logic_magazine

Top Mentioned in G10:
@jmilescoleman
@fivethirtyeight
@notmrtibbs
@baseballot
@datadhrumil
@azgop
@maggiekb1
@mlb
@sfrostenson
@mayasweedler

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@diariotalcual
@independent
@el_universal_mx
@repubblica
@httweets
@thehill
@elpitazotv
@asher_wolf
@jhamby

Top Tweeters in G1:
@el_universal_mx
@honeybadger10
@business
@bostonglobe
@nytimes
@washingtonpost
@sfdirewolf
@rwang0
@gustavoarellano
@ianpatterson99

Top Tweeters in G2:
@thr
@cnbc
@spiegel_alles
@thedailybeast
@zdnet
@cnni
@cbcnews
@msnbc
@charlesarthur
@naima

Top Tweeters in G3:
@straits_times
@usatoday
@edubesq
@nbcnews
@ajenglish
@tb_times
@candicenicolepr
@startribune
@owhnews
@thisisinsider

Top Tweeters in G4:
@slate
@beccanalia
@cnn
@nycsouthpaw
@nbcwashington
@cbsnews
@kdc
@fortunemagazine
@wrcb
@jilliancyork

Top Tweeters in G5:
@nationafrica
@globeandmail
@radiofreetom
@doctorow
@thescotsman
@theeconomist
@cnnpolitics
@dailymaverick
@shitchester
@benedictevans

Top Tweeters in G6:
@nypost
@houstonchron
@denverpost
@evan7257
@scottlincicome
@azi
@kmov
@ndhapple
@walldo
@mattdpearce

Top Tweeters in G7:
@le_figaro
@europapress
@greg_jenner
@johnrentoul
@lequipe
@fascinatorfun
@motherjones
@magsvisaggs
@triblive
@thestreet

Top Tweeters in G8:
@elnacionalweb
@diariotalcual
@elpitazotv
@pajaropolitico
@elimpulsocom
@lavanguardia
@elestimulo
@efectococuyo
@welt
@publico_es

Top Tweeters in G9:
@thesun
@monaeltahawy
@noahpinion
@srubenfeld
@blakehounshell
@killermartinis
@theatlantic
@harrisj
@qz
@chroniclelive

Top Tweeters in G10:
@thestalwart
@neoavatara
@arizonadot
@azcentral
@maggienyt
@abc15
@mdaware
@baseballcrank
@mollyjongfast
@trumwill


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