#ddj OR (data journalism), Twitter, 5/18/2020 7:37:18 PM, 226866


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#ddj OR (data journalism)_2020-05-18_06-04-07.xlsx
#ddj OR (data journalism)_2020-05-18_06-04-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3dY70I5
@jkeefe
@gijn
@jornalismodados
@ml_tweet_bot
@googlenewsinit
@_twitwork
@margymaclibrary
@albertocairo
@visualisingdata
@sisiwei

Top hashtags:
#ddj
#dataviz
#covid19
#journalism
#data
#csvconf

Description:
Description
The graph represents a network of 2,513 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 May 2020 at 13:04 UTC.

The requested start date was Monday, 18 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 14-hour, 41-minute period from Tuesday, 12 May 2020 at 00:10 UTC to Sunday, 17 May 2020 at 14:52 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 : 2513
Unique Edges : 2050
Edges With Duplicates : 3154
Total Edges : 5204
Number of Edge Types : 5
Tweet : 305
Retweet : 1249
MentionsInRetweet : 2122
Mentions : 1354
Replies to : 174
Self-Loops : 318
Reciprocated Vertex Pair Ratio : 0.0246833387463462
Reciprocated Edge Ratio : 0.0481774960380349
Connected Components : 376
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 1090
Maximum Edges in a Connected Component : 2772
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 6.408691
Graph Density : 0.000499789628961249
Modularity : 0.593514
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,513 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 May 2020 at 13:04 UTC.

The requested start date was Monday, 18 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 14-hour, 41-minute period from Tuesday, 12 May 2020 at 00:10 UTC to Sunday, 17 May 2020 at 14:52 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 : GraphServerTwitterSearch
Graph Term : #ddj OR (data journalism)
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://www.behance.net/gallery/96908251/Noise-pollution
[16] https://gijn.org/2020/05/14/data-journalism-top-10-coronavirus-super-spreaders-massive-unemployment-covid-19-life-expectancy-violent-cops/
[10] https://www.sbt.com.br/jornalismo/sbt-brasil/noticia/141522-eua-acusam-a-china-de-roubar-dados-de-pesquisa-de-vacina-contra-covid-19
[9] https://s.id/youtubeidjn
[7] https://www.24heures.ch/les-4-indicateurs-que-vous-devez-absolument-surveiller-818016620537
[7] https://datacenterfrontier.com/pandemic-could-drive-data-center-ma-reshaping-industry-landscape/
[6] https://gijn.org/2020/05/15/top-10-zhurnalistiki-dannyih-superperenoschiki-koronavirusa-politseyskoe-nasilie-massovaya-bezrabotitsa/
[6] https://brasil.io:443/
[5] http://www.thefunctionalart.com/2020/01/all-graphics-from-how-charts-lie-freely.html
[5] https://magazine.dataninja.it/2020/05/14/il-data-journalism-puo-essere-insegnato-online/

Top URLs in Tweet in G1:
[10] https://www.sbt.com.br/jornalismo/sbt-brasil/noticia/141522-eua-acusam-a-china-de-roubar-dados-de-pesquisa-de-vacina-contra-covid-19
[3] https://paineljornalismo.com/jornalismo-de-dados/covid-19-no-alto-tiete/
[3] https://www.sbt.com.br/jornalismo/comprova/noticia/141291-registros-de-obitos-em-cartorios-confirmam-dados-da-pandemia-no-brasil
[2] https://twitter.com/DeltaFolha/status/1260685470952013824
[1] https://twitter.com/i/web/status/1260052464826449922
[1] https://twitter.com/i/web/status/1260060292702253056
[1] https://twitter.com/i/web/status/1260067564547424257
[1] https://twitter.com/i/web/status/1260082664352202752
[1] https://twitter.com/i/web/status/1260127963573616640
[1] https://twitter.com/i/web/status/1260143063101591553

Top URLs in Tweet in G2:
[11] https://gijn.org/2020/05/14/data-journalism-top-10-coronavirus-super-spreaders-massive-unemployment-covid-19-life-expectancy-violent-cops/
[6] https://gijn.org/2020/05/15/top-10-zhurnalistiki-dannyih-superperenoschiki-koronavirusa-politseyskoe-nasilie-massovaya-bezrabotitsa/
[2] https://gijn.org/job-opening-spanish-editor/
[2] https://awards.journalists.org/rules-and-eligibility/
[1] https://datafest.ge/
[1] https://www.istories.media/investigations/2020/05/07/sin-izbil-yeyo-i-ugrozhal-ubit-posle-vozvrashcheniya-s-ribalki/
[1] https://gijn.org/2020/05/07/data-journalism-top-10-hidden-covid-19-deaths-post-lockdown-traffic-pandemic-data-overload-wealth-inequality/
[1] https://pulitzercenter.org/event/deep-dive-data-journalism-workshop-investigating-land-grant-university-system
[1] https://www.reuters.com/investigates/special-report/usa-police-immunity-scotus/
[1] https://www.youtube.com/watch?v=M23f2dw84J0


Top URLs in Tweet in G3:
[2] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[2] https://www.cjr.org/q_and_a/caroline-chen-propublica-data.php
[2] https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441
[2] https://www.nytimes.com/interactive/2020/05/13/opinion/inequality-cities-life-expectancy.html?smid=tw-share
[2] https://www.realclearpolitics.com/articles/2020/05/16/ad_industry_to_congress_protect_data-driven_journalism.html
[2] http://efarmnewsar.com/2020-05-12/bioceres-crop-solutions-reported-a-9-rise-for-the-first-3-months-of-the-year.html
[2] http://efarmnewsar.com/2020-02-26/agtrace-the-software-that-helps-with-food-traceability.html?utm_source=NoticiasDeCampo&utm_medium=twitter
[1] https://twitter.com/greggutfeld/status/1259927251379986442
[1] https://twitter.com/Udadisi/status/1260028945530892288
[1] https://www.chatswood.co.nz/moneyblog/2020/05/data-driven-covid-19-journalism.html

Top URLs in Tweet in G4:
[1] https://ottawacitizen.com/opinion/glavin-as-china-has-learned-hostage-diplomacy-works-with-the-canadian-government/

Top URLs in Tweet in G5:
[5] http://www.thefunctionalart.com/2020/01/all-graphics-from-how-charts-lie-freely.html
[5] http://www.verigazeteciligi.com/eskisehir-r-user-group-ile-temel-r-programlama-egitimine-baslayin/
[4] https://fivethirtyeight.com/features/without-a-vaccine-herd-immunity-wont-save-us/
[3] http://www.thefunctionalart.com/2020/05/the-dawn-of-philosophy-of-visualization.html
[3] http://www.thefunctionalart.com/2019/10/visualizing-personal-notes-on-history.html
[3] https://www.bbc.co.uk/sounds/play/m000j2s6
[3] http://www.verigazeteciligi.com/gazeteciler-icin-veri-okuryazarligi-egitimi/
[2] https://warninggraphiccontent.tumblr.com/post/618166243942367232/15-may-2020
[2] http://www.verigazeteciligi.com/ft-covid-19-verileri-icin-interaktif-calisma-hazirladi/
[1] https://app.23degrees.io/view/m8J0sgGidalaIueI-line-taegliche-passantenzahlen-in-dt

Top URLs in Tweet in G6:
[2] https://analyticsindiamag.com/why-google-wants-journalists-to-learn-machine-learning/?utm_campaign=Content
[2] Curation&utm_content=129497932&utm_medium=social&utm_source=twitter&hss_channel=tw-707909475764707328
[2] https://twitter.com/sadbumblebee/status/1260987587084222464
[2] https://twitter.com/zhoyoyo/status/1260961818278875136
[1] https://ijnet.org/en/opportunity/google-launches-training-ai-machine-learning-journalists-worldwide
[1] https://analyticsindiamag.com/why-google-wants-journalists-to-learn-machine-learning/
[1] https://www.theatlantic.com/health/archive/2020/05/covid-19-tests-combine-virginia/611620/
[1] https://qz.com/quartzy/1546260/get-a-lego-minifigure-head-to-match-any-emotion/
[1] https://twitter.com/ire_nicar/status/1094997014616641536
[1] https://jezebel.com/the-real-bailout-is-happening-on-gofundme-1843315943

Top URLs in Tweet in G7:
[3] https://www.ire.org/archives/41664
[2] https://covid19.biglocalnews.org/county-maps/index.html#/
[1] https://mailchi.mp/icfj.org/data-journalism-on-covid-19-in-latin-americatips-for-getting-footage-from-home-and-more
[1] https://ijnet.org/en/opportunity/ire-presents-free-webinars-journalism-covid-19-worldwide
[1] https://thewholestory.solutionsjournalism.org/15-data-tools-to-inspire-and-inform-your-covid-19-solutions-coverage-f051062553b9
[1] https://gijn.org/2020/05/14/data-journalism-top-10-coronavirus-super-spreaders-massive-unemployment-covid-19-life-expectancy-violent-cops/
[1] https://helpdesk.gijn.org/support/solutions/articles/14000110817-covid-19-resources
[1] https://www.dataphyte.com/team/
[1] https://gijn.org/2020/05/11/gijn-webinar-investigating-the-pandemic-the-threat-to-africa/
[1] https://twitter.com/poynter/status/1260586347162734595

Top URLs in Tweet in G8:
[1] https://www.realclearpolitics.com/articles/2020/05/16/ad_industry_to_congress_protect_data-driven_journalism.html
[1] https://www.thebureauinvestigates.com/drone-war/data/afghanistan-reported-us-covert-actions-2020#strike-logs
[1] https://www.thegatewaypundit.com/2020/05/breaking-new-evidence-based-cell-phone-data-records-shows-shutdown-wuhan-virology-october-two-months-outbreak-video/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons

Top URLs in Tweet in G9:
[2] https://docs.google.com/presentation/d/19UHPFSwOzehfNncJT-h0eC3NUYFaPNMLmedokJW9B_o/
[1] https://zenodo.org/record/3822384
[1] https://twitter.com/fubits/status/1261386300977897472
[1] https://savingjournalism.reprozip.org/about/
[1] https://github.com/reprozip-news-apps
[1] https://osf.io/preprints/lissa/khtdr/
[1] https://source.opennews.org/articles/covid-19-story-recipe-analyzing-disparate-impact/
[1] https://docs.google.com/presentation/d/19UHPFSwOzehfNncJT-h0eC3NUYFaPNMLmedokJW9B_o/edit#slide=id.p
[1] https://projects.propublica.org/louisiana-toxic-air/
[1] https://www.salon.com/2020/05/12/leaked-white-house-data-shows-infections-spiking-more-than-1000-in-rural-areas-that-backed-trump/

Top URLs in Tweet in G10:
[1] https://www.swissinfo.ch/fre/economie/crise-sans-pr%C3%A9c%C3%A9dent_covid-19--le-soutien-de-la-suisse-%C3%A0-son-%C3%A9conomie-parmi-les-plus-%C3%A9lev%C3%A9s-au-monde/45746972

Top Domains
Top Domains in Tweet in Entire Graph:
[187] twitter.com
[32] datacenterfrontier.com
[27] gijn.org
[24] behance.net
[20] co.uk
[18] medium.com
[14] com.br
[13] nytimes.com
[12] thefunctionalart.com
[11] s.id

Top Domains in Tweet in G1:
[93] twitter.com
[13] com.br
[3] paineljornalismo.com
[1] soundcloud.com
[1] withgoogle.com

Top Domains in Tweet in G2:
[20] gijn.org
[3] nytimes.com
[2] istories.media
[2] journalists.org
[1] datafest.ge
[1] pulitzercenter.org
[1] reuters.com
[1] youtube.com
[1] convoca.pe
[1] medium.com

Top Domains in Tweet in G3:
[30] twitter.com
[7] efarmnewsar.com
[5] nytimes.com
[4] instagram.com
[3] medium.com
[3] ft.com
[2] co.nz
[2] cjr.org
[2] co.uk
[2] mailchi.mp

Top Domains in Tweet in G4:
[1] ottawacitizen.com

Top Domains in Tweet in G5:
[12] thefunctionalart.com
[11] verigazeteciligi.com
[6] twitter.com
[4] co.uk
[4] fivethirtyeight.com
[3] 23degrees.io
[3] tumblr.com
[2] medium.com
[2] youtube.com
[1] github.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] analyticsindiamag.com
[1] ijnet.org
[1] theatlantic.com
[1] qz.com
[1] jezebel.com

Top Domains in Tweet in G7:
[3] gijn.org
[3] ire.org
[2] twitter.com
[2] biglocalnews.org
[1] mailchi.mp
[1] ijnet.org
[1] solutionsjournalism.org
[1] dataphyte.com

Top Domains in Tweet in G8:
[1] realclearpolitics.com
[1] thebureauinvestigates.com
[1] thegatewaypundit.com

Top Domains in Tweet in G9:
[3] google.com
[1] zenodo.org
[1] twitter.com
[1] reprozip.org
[1] github.com
[1] osf.io
[1] opennews.org
[1] propublica.org
[1] salon.com

Top Domains in Tweet in G10:
[1] swissinfo.ch

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[604] ddj
[93] dataviz
[92] covid19
[68] journalism
[56] data
[54] csvconf
[30] datajournalism
[27] datacenter
[27] hiring
[23] cloud



Top Hashtags in Tweet in G1:
[371] ddj
[2] globolixo
[1] pandemia
[1] coronavirus
[1] covid__19
[1] jornalnacional
[1] googlenewsinit

Top Hashtags in Tweet in G2:
[47] ddj
[17] covid19
[5] journojobs
[3] california
[2] excesossincastigo
[1] germany
[1] perú
[1] journalism
[1] datajournalism
[1] covidー19

Top Hashtags in Tweet in G3:
[19] journalism
[13] ddj
[11] data
[4] business
[4] coronavirus
[4] covid19
[3] dataviz
[3] ai
[3] pioneerdj
[3] markets

Top Hashtags in Tweet in G5:
[49] ddj
[28] dataviz
[10] datajournalists
[8] opendata
[8] datajournalism
[6] coronavirus
[5] covid19
[5] rddj
[5] ggplot2
[5] verigazeteciliği

Top Hashtags in Tweet in G6:
[3] data
[2] datascience
[2] dataanalytics
[2] ai
[2] ml
[2] dl
[2] tech
[2] journalism
[1] contentcreator
[1] content

Top Hashtags in Tweet in G7:
[9] ddj
[6] covid19
[5] data
[5] datajournalism
[4] journalism
[2] state
[2] county
[1] thewholestory
[1] covid19nigeria
[1] covid1948

Top Hashtags in Tweet in G8:
[3] askchina
[3] fakenews
[1] patriots

Top Hashtags in Tweet in G9:
[49] csvconf
[2] ddj

Top Hashtags in Tweet in G10:
[1] coronavirus
[1] covid19
[1] economiccrisis
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[1489] Words in Sentiment List#1: Positive
[1015] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[53130] Non-categorized Words
[55634] Total Words
[1292] data
[1038] journalism
[604] #ddj
[398] em
[371] dou

Top Words in Tweet in G1:
[396] em
[371] dou
[371] #ddj
[119] dados
[102] jornalismo
[90] ao
[89] os
[81] jornalismodados
[76] aprende
[75] veramagalhaes

Top Words in Tweet in G2:
[66] gijn
[53] journalism
[47] #ddj
[41] 10
[36] data
[32] top
[31] investigative
[27] 2020
[25] awards
[25] includes

Top Words in Tweet in G3:
[119] data
[101] journalism
[19] #journalism
[13] more
[13] #ddj
[11] #data
[10] driven
[9] covid
[8] great
[8] news

Top Words in Tweet in G4:
[120] superb
[120] journalism
[120] terryglavin
[120] national
[120] research
[120] institution
[120] health
[120] data
[120] intellectual
[120] property

Top Words in Tweet in G5:
[67] data
[49] #ddj
[28] #dataviz
[24] journalism
[19] albertocairo
[15] great
[15] visualization
[14] charts
[13] die
[13] datajournalism

Top Words in Tweet in G6:
[70] data
[61] journalism
[46] machine
[46] learning
[41] jkeefe
[41] looking
[41] adventure
[41] news
[41] products
[41] truth

Top Words in Tweet in G7:
[68] data
[46] journalism
[32] jayangbayi
[32] dataphyte
[21] reporting
[18] appreciate
[18] follow
[18] platform
[18] promises
[18] bring

Top Words in Tweet in G8:
[6] realdonaldtrump
[4] journalism
[3] #askchina
[3] looks
[3] right
[3] once
[3] again
[3] #fakenews
[3] learn
[3] thing

Top Words in Tweet in G9:
[63] data
[51] journalism
[49] #csvconf
[26] sisiwei
[23] slides
[19] first
[18] time
[17] fubits
[17] vertical
[17] split

Top Words in Tweet in G10:
[44] train
[44] mesures
[44] 65
[44] milliards
[44] francs
[44] suisse
[44] compte
[44] parmi
[44] pays
[44] ont

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[371] dou,em
[371] em,#ddj
[313] data,journalism
[121] health,data
[120] superb,journalism
[120] journalism,terryglavin
[120] terryglavin,national
[120] national,research
[120] research,institution
[120] institution,health

Top Word Pairs in Tweet in G1:
[371] dou,em
[371] em,#ddj
[81] jornalismodados,dou
[77] #ddj,jornalismodados
[74] veramagalhaes,folha
[74] folha,explica
[74] explica,aprende
[74] aprende,aí
[74] aí,jairbolsonaro
[74] jairbolsonaro,aproveitem

Top Word Pairs in Tweet in G2:
[37] 10,#ddj
[32] top,10
[25] journalism,awards
[23] data,journalism
[23] 2020,ona
[23] ona,online
[23] online,journalism
[23] awards,category
[23] category,includes
[23] includes,neuharth

Top Word Pairs in Tweet in G3:
[32] data,journalism
[10] data,driven
[7] driven,journalism
[6] covid,19
[4] investigative,journalism
[4] meaningful,data
[4] journalism,without
[4] without,broadband
[4] broadband,rails
[4] rails,carry

Top Word Pairs in Tweet in G4:
[120] superb,journalism
[120] journalism,terryglavin
[120] terryglavin,national
[120] national,research
[120] research,institution
[120] institution,health
[120] health,data
[120] data,intellectual
[120] intellectual,property
[120] property,cdns

Top Word Pairs in Tweet in G5:
[16] data,journalism
[14] data,visualization
[12] #dataviz,#ddj
[10] hey,#datajournalists
[10] #datajournalists,something
[10] something,partners
[10] partners,mailbrew
[10] mailbrew,we've
[10] we've,created
[10] created,dedicated

Top Word Pairs in Tweet in G6:
[46] machine,learning
[41] looking,adventure
[41] adventure,journalism
[41] journalism,news
[41] news,products
[41] products,machine
[41] learning,truth
[41] truth,seeking
[41] seeking,team
[41] team,building

Top Word Pairs in Tweet in G7:
[31] data,journalism
[18] appreciate,data
[18] journalism,follow
[18] follow,dataphyte
[18] dataphyte,platform
[18] platform,promises
[18] promises,bring
[18] bring,best
[18] best,data
[18] data,driven

Top Word Pairs in Tweet in G8:
[3] realdonaldtrump,#askchina
[3] #askchina,looks
[3] looks,right
[3] right,once
[3] once,again
[3] again,#fakenews
[3] #fakenews,learn
[3] learn,thing
[2] robbinmorey,realdonaldtrump

Top Word Pairs in Tweet in G9:
[22] data,journalism
[18] first,time
[17] vertical,slides
[17] slides,split
[17] split,screen
[17] screen,chat
[17] chat,sidebar
[17] sidebar,#csvconf
[17] #csvconf,seeing
[17] seeing,something

Top Word Pairs in Tweet in G10:
[44] train,mesures
[44] mesures,65
[44] 65,milliards
[44] milliards,francs
[44] francs,suisse
[44] suisse,compte
[44] compte,parmi
[44] parmi,pays
[44] pays,ont
[44] ont,ce

Top Replied-To
Top Replied-To in Entire Graph:
@piersmorgan
@nypost
@alexberenson
@rahulkanwal
@j_cd_t
@timmytyper
@brady_dennis
@kristinajulia2
@jaganmsna
@mpawlo

Top Replied-To in G2:
@hk19
@gijn
@sushirob

Top Replied-To in G5:
@theeconomist
@alexselbyb
@rtenews
@albertocairo

Top Replied-To in G6:
@googlenewsinit

Top Replied-To in G7:
@jayangbayi
@ire_nicar

Top Replied-To in G8:
@kristinajulia2
@jinn54629554

Top Replied-To in G9:
@dikayodata
@sisiwei

Top Mentioned
Top Mentioned in Entire Graph:
@terryglavin
@dockaurg
@veramagalhaes
@jairbolsonaro
@gijn
@jornalismodados
@sbtjornalismo
@danielscola
@jkeefe
@paulineturuban

Top Mentioned in G1:
@veramagalhaes
@jairbolsonaro
@jornalismodados
@sbtjornalismo
@danielscola
@demori
@sbtonline
@rodrigomenegat
@torniero
@leandrogouveia

Top Mentioned in G2:
@gijn
@ona
@nytimes
@reuters
@jersey_janet
@pressgazette
@oppinsights
@harvard
@brownuniversity
@andrew_chung_

Top Mentioned in G3:
@marcdaalder
@dyokomizo

Top Mentioned in G4:
@terryglavin
@dockaurg

Top Mentioned in G5:
@albertocairo
@datajournalism
@mailbrew
@iarynam
@r_forwards
@harry_s
@paulbradshaw
@puntofisso
@dagmedyaveri
@martinstabe

Top Mentioned in G6:
@jkeefe
@sarahlizchar
@zhoyoyo
@googlenewsinit
@judell
@darley_stella
@chasepurdy
@qz
@bananadata
@sayogenie

Top Mentioned in G7:
@dataphyte
@jayangbayi
@gijnafrica
@georg_neu
@holly_wise
@ire_nicar
@dayoaiyetan
@queenextha
@gijna
@ijnet

Top Mentioned in G8:
@realdonaldtrump
@robbinmorey
@julz_jailed
@real__headlines
@lynda63986855
@real_defender
@peterbo04372810
@dmon4ever
@xarmandkleinx
@dfbharvard

Top Mentioned in G9:
@sisiwei
@fubits
@csvconference
@soila_kenya
@vickysteeves
@propublica
@datopian
@civicangela
@evanpeterwill
@langdata

Top Mentioned in G10:
@paulineturuban

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@commonpatriot
@inabster
@___denise___eu_
@cybersec_feeds
@cnnnews18
@menabster
@n7irl
@thehill
@asher_wolf

Top Tweeters in G1:
@odio_nao
@___denise___eu_
@jprcampos
@anisionogueira
@domingos_motta
@thegoidengirl
@claulanz
@lippi2
@kaiquesrr
@adrianadririo

Top Tweeters in G2:
@reuters
@nytimes
@financialtimes
@scmpnews
@konstantinabel3
@nytimesbusiness
@digiphile
@nytopinion
@margymaclibrary
@soyrobotico

Top Tweeters in G3:
@iam__network
@dogetalist
@grjenkin
@daveblend
@qarloscuiapo
@naveed360
@journalism
@palewire
@udadisi
@chrislehmann

Top Tweeters in G4:
@lyndae222
@real_dr_roy
@weldtowrite
@nikkudix
@towjoe
@chrisbrow17
@karen88775
@expatjake
@103blinddog
@juneyourtech

Top Tweeters in G5:
@jorichardskent
@vedatsamur
@ft
@theeconomist
@gazeta_wyborcza
@rtenews
@dlvlk
@albertocairo
@wireduk
@ekka68910694

Top Tweeters in G6:
@itknowingness
@scanmyphotos
@hanneshanath
@gizmomathboy
@qz
@harrisj
@whet
@moorehn
@beethisone
@webjournalist

Top Tweeters in G7:
@pcdnetwork
@kingbiodun_
@drjoeabah
@mediagazerchat
@poynter
@ishiguzochris
@fvaraorta
@tdrnewsroom
@kadariaahmed
@ijnet

Top Tweeters in G8:
@sxdoc
@smart_whit
@dbargen
@xarmandkleinx
@kjune65
@entheosshines
@dmon4ever
@rkline56
@1garybernstein
@connerjanith

Top Tweeters in G9:
@steltenpower
@theadvocatebr
@gedankenstuecke
@propublica
@jamcquillan
@dikayodata
@michael__rera
@compiledwrong
@oponiak
@fubits

Top Tweeters in G10:
@lau68951920
@patricia_bolle
@dracoalpestris
@bonuscr
@magaliphilip
@dariusrochebin
@thierrydugeon
@saskia2019
@nevic94
@ancsuisse