#ddj OR (data journalism), Twitter, 12/9/2019 5:23:21 PM, 218496


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#ddj OR (data journalism)_2019-12-09_09-05-02.xlsx
#ddj OR (data journalism)_2019-12-09_09-05-02.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 09, 2019
Short Description:
#ddj OR (data journalism) via NodeXL http://bit.ly/351xfJA
@gijn
@jornalismodados
@albertocairo
@bellingcat
@plateauton
@philninh
@nytimes
@gijnru
@pilhofer
@gijnafrica

Top hashtags:
#ddj
#dataviz
#journalism
#data
#opendata
#opensource
#datajournalism
#ai
#codabr19

Description:
Description
The graph represents a network of 2,965 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, 09 December 2019 at 17:06 UTC.

The requested date range was from Monday, 02 December 2019 at 00:00 UTC through Monday, 09 December 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 39-minute period from Monday, 02 December 2019 at 00:02 UTC to Sunday, 08 December 2019 at 20:41 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 : 2965
Unique Edges : 3676
Edges With Duplicates : 947
Total Edges : 4623
Self-Loops : 491
Reciprocated Vertex Pair Ratio : 0.0276826484018265
Reciprocated Edge Ratio : 0.053873923910025
Connected Components : 475
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 1338
Maximum Edges in a Connected Component : 2603
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.139485
Graph Density : 0.000409751190793172
Modularity : 0.751885
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,965 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, 09 December 2019 at 17:06 UTC.

The requested date range was from Monday, 02 December 2019 at 00:00 UTC through Monday, 09 December 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 39-minute period from Monday, 02 December 2019 at 00:02 UTC to Sunday, 08 December 2019 at 20:41 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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[166] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html
[56] https://gijn.org/2019/12/05/gijns-data-journalism-top-10-open-source-artificial-intelligence-interactive-oceans-bar-chart-races-eu-polling/
[31] https://interactive.aljazeera.com/aje/2019/nations-divided-mapping-canadas-pipeline/index.html
[19] https://www.niemanlab.org/2019/12/looking-for-the-future-of-data-journalism-here-are-a-few-communities-and-awards-to-help-develop/
[15] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[14] https://cj2020.northeastern.edu/registering-attending/
[10] http://www.thefunctionalart.com/2019/12/wow-first-then-me-and-details-on-demand.html
[10] https://medium.com/datadriveninvestor/are-hyperloops-good-investment-32281ebc58ae
[9] https://www.journalism.co.uk/tip-of-the-day/tip-ten-resources-for-data-journalists/s419/a748279/
[8] http://tweetedtimes.com/#!/media/nytimes/business

Top URLs in Tweet in G1:
[35] https://gijn.org/2019/12/05/gijns-data-journalism-top-10-open-source-artificial-intelligence-interactive-oceans-bar-chart-races-eu-polling/
[8] http://www.thefunctionalart.com/2019/12/wow-first-then-me-and-details-on-demand.html
[7] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html
[6] https://mailchi.mp/b628dcacea8a/veri-bulteni59
[5] https://www.icij.org/investigations/china-cables/china-cables-who-are-the-uighurs-and-why-mass-detention/
[4] https://www.icij.org/investigations/implant-files/we-used-ai-to-identify-the-sex-of-340000-people-harmed-by-medical-devices/
[4] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/HE9lLF
[3] http://www.thefunctionalart.com/2019/11/the-bar-chart-race-is-fidget-spinner-of.html
[3] http://www.thefunctionalart.com/2019/11/old-dogs-tom-hanks-and-analogies-in.html
[3] https://www.ft.com/video/d2c09344-b30c-4f77-8419-cc3b410d4722

Top URLs in Tweet in G2:
[72] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html
[8] https://gijn.org/2019/12/05/gijns-data-journalism-top-10-open-source-artificial-intelligence-interactive-oceans-bar-chart-races-eu-polling/
[8] http://tweetedtimes.com/#!/media/nytimes/business
[5] https://twinybots.ch/
[4] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html?emc=rss&partner=rss
[3] https://www.niemanlab.org/2019/12/looking-for-the-future-of-data-journalism-here-are-a-few-communities-and-awards-to-help-develop/
[3] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[3] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html?utm_source=API+Need+to+Know+newsletter&utm_campaign=7f849fb746-EMAIL_CAMPAIGN_2019_12_02_02_01&utm_medium=email&utm_term=0_e3bf78af04-7f849fb746-45838153
[3] https://twitter.com/FiveThirtyEight/status/1201493786188271617
[2] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535

Top URLs in Tweet in G3:
[18] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html
[2] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html?smid=nytcore-ios-share
[1] https://trib.al/o3tCW6Q
[1] https://www.firstpost.com/world/from-bellingcat-to-bbc-open-source-journalism-sees-reporters-rely-on-public-data-rather-than-secret-sources-7726831.html
[1] https://twitter.com/Routledge_MandC/status/1201425821312913409
[1] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html#c
[1] https://nuzzel.com/AdcStrategy/2019/12/02
[1] http://www.tiradecontacto.net/mareaverde.html
[1] http://www.tiradecontacto.net/665219224/?p=1031
[1] https://twitter.com/kartpat/status/1201862423952707584

Top URLs in Tweet in G4:
[7] https://ijnet.org/en/story/how-organize-data-journalism-team
[3] https://twitter.com/NataliaMazotte/status/1202366768271937536
[2] https://www.catarse.me/generonumero
[2] https://medium.com/volt-data-lab/manual-de-jornalismo-de-dados-para-reda%C3%A7%C3%B5es-v-1-0-908485625e63?source=ifttt--------------2
[2] https://twitter.com/sergiospagnuolo/status/1203321007932612611
[2] http://www.generonumero.media/maioria-de-agressoes-mulheres-trans-e-travestis-ocorre-dentro-de-casa-revelam-dados-do-ministerio-da-saude/
[1] https://twitter.com/i/web/status/1201285247117250562
[1] https://twitter.com/i/web/status/1203248215593750528
[1] https://twitter.com/i/web/status/1203233106737713154
[1] https://twitter.com/i/web/status/1203230464103849985

Top URLs in Tweet in G5:
[1] http://www.tagesspiegel.de/strassencheck/
[1] https://www.zeit.de/wirtschaft/2019-12/mietbelastung-mietpreise-einkommen-wohnen-deutschland
[1] https://digitalpresent.tagesspiegel.de/wo-die-mieten-am-meisten-steigen
[1] https://digitalpresent.tagesspiegel.de/wo-die-folgen-des-klimawandels-bereits-heute-realitaet-sind
[1] https://digitalpresent.tagesspiegel.de/wo-noch-platz-fuer-windraeder-bleibt

Top URLs in Tweet in G6:
[1] https://economictimes.indiatimes.com/news/international/business/pak-family-run-uk-company-formations-house-at-centre-of-global-investigation/articleshow/72358052.cms?utm_source=twitter_pwa&utm_medium=social&utm_campaign=socialsharebuttons&from=mdr
[1] https://www.commondreams.org/news/2019/12/04/massive-leak-data-reveals-money-hiding-secrets-superrich-and-only-beginning

Top URLs in Tweet in G7:
[13] https://www.niemanlab.org/2019/12/looking-for-the-future-of-data-journalism-here-are-a-few-communities-and-awards-to-help-develop/
[5] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html
[3] https://trib.al/HfB5ogL
[2] https://www.reddit.com/r/Journalism/comments/e4szqk/these_reporters_rely_on_public_data_rather_than/
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[1] https://medium.com/headai-news/fake-news-fake-data-fb0f3b1bbb46?source=rss------journalism-5
[1] https://www.reddit.com/r/Journalism/comments/e709y8/hiring_data_journalist/
[1] https://www.reddit.com/r/Journalism/comments/e5jhat/requesting_advice_on_sending_sensitive_data_via/
[1] https://source.opennews.org/articles/mining-social-media-finding-stories-internet-data/
[1] https://source.opennews.org/articles/event-roundup-december-2/

Top URLs in Tweet in G8:
[3] https://www.getrevue.co/profile/FairWarning/issues/fair-warning-the-100th-edition-213612
[1] https://twitter.com/propublica/status/1201463776882675712
[1] https://www.texastribune.org/jobs/data-reporter/
[1] https://sophiewarnes.github.io/fair-warning/
[1] https://twitter.com/ThatEricAlper/status/1201712755641929728
[1] https://twitter.com/SophieWarnes/status/1201156607142445058
[1] https://medium.com/@LoriHandrahan2/professors-staff-arrested-for-trading-in-child-rape-6c39fcf62a9e
[1] https://twitter.com/namlyd/status/1195685735820599298

Top URLs in Tweet in G9:
[1] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html

Top URLs in Tweet in G10:
[3] https://twitter.com/iainpope73/status/1202659332359364609
[2] https://tcij.org/category/tradecraft/courses/
[1] https://twitter.com/BrumTUG/status/1196797778158063616
[1] https://www.open-contracting.org/2019/11/18/how-social-care-procurement-in-the-uk-is-putting-vulnerable-children-at-risk/
[1] https://www.bbc.com/lnp/sdu/secondments
[1] https://twitter.com/glynmottershead/status/1201485955779223559
[1] https://www.journalism.co.uk/news/how-the-bbc-shared-data-unit-is-inspiring-data-units-across-the-uk/s2/a747677/
[1] https://twitter.com/macloo/status/1201482339144159232
[1] https://twitter.com/RoyalStatSoc/status/1199340231452844043
[1] https://twitter.com/jus_news/status/1202603554927783936

Top Domains
Top Domains in Tweet in Entire Graph:
[280] twitter.com
[200] nytimes.com
[59] gijn.org
[49] medium.com
[37] datacenterfrontier.com
[32] aljazeera.com
[27] niemanlab.org
[20] thefunctionalart.com
[20] co.uk
[15] northeastern.edu

Top Domains in Tweet in G1:
[38] gijn.org
[18] thefunctionalart.com
[12] twitter.com
[12] icij.org
[8] nytimes.com
[8] mailchi.mp
[8] verigazeteciligi.com
[6] google.com
[4] srf.ch
[4] po.st

Top Domains in Tweet in G2:
[92] nytimes.com
[32] twitter.com
[13] tweetedtimes.com
[11] instagram.com
[8] gijn.org
[7] niemanlab.org
[5] twinybots.ch
[3] medium.com
[3] co.uk
[3] trib.al

Top Domains in Tweet in G3:
[23] nytimes.com
[3] twitter.com
[2] tiradecontacto.net
[1] trib.al
[1] firstpost.com
[1] nuzzel.com
[1] co.uk
[1] medium.com
[1] digiday.com

Top Domains in Tweet in G4:
[181] twitter.com
[8] ijnet.org
[3] medium.com
[2] catarse.me
[2] tandfonline.com
[2] generonumero.media
[2] co.uk
[1] com.br
[1] org.br
[1] gijn.org

Top Domains in Tweet in G5:
[4] tagesspiegel.de
[1] zeit.de

Top Domains in Tweet in G6:
[1] indiatimes.com
[1] commondreams.org

Top Domains in Tweet in G7:
[17] niemanlab.org
[6] twitter.com
[5] nytimes.com
[4] medium.com
[4] reddit.com
[3] trib.al
[2] opennews.org
[1] co.nz
[1] github.io
[1] datawrapper.de

Top Domains in Tweet in G8:
[4] twitter.com
[3] getrevue.co
[1] texastribune.org
[1] github.io
[1] medium.com

Top Domains in Tweet in G9:
[1] nytimes.com

Top Domains in Tweet in G10:
[8] twitter.com
[2] tcij.org
[1] open-contracting.org
[1] bbc.com
[1] co.uk
[1] scotsman.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[833] ddj
[115] dataviz
[78] journalism
[64] data
[54] opendata
[43] opensource
[42] datajournalism
[39] ai
[31] codabr19
[29] datacenter



Top Hashtags in Tweet in G1:
[104] ddj
[37] dataviz
[13] infographics
[9] miami
[9] southflorida
[9] opendata
[9] cop25
[8] osint
[8] vg
[8] verigazeteciliği

Top Hashtags in Tweet in G2:
[41] ddj
[11] journalism
[8] dj
[7] data
[7] opensource
[6] artificialintelligence
[6] ai
[5] dataviz
[4] datajournalism
[4] pioneer

Top Hashtags in Tweet in G3:
[15] journalism
[8] ddj
[4] data
[3] opendata
[3] opensource
[3] rstats
[3] ggplot
[3] bbplot
[2] secret
[2] kickstarted

Top Hashtags in Tweet in G4:
[508] ddj
[26] codabr19
[5] googledvfest
[3] atlasdanoticia
[3] truthbuzz
[2] diadedoar
[2] saude
[2] genero
[2] dados
[2] violenciacontralamujer

Top Hashtags in Tweet in G5:
[12] ddj
[7] reporterpreis
[3] datenspiegel
[3] dataviz
[1] fahrradalltag
[1] verkehrswende
[1] rpreis19

Top Hashtags in Tweet in G6:
[2] 29leaks

Top Hashtags in Tweet in G7:
[6] ddj
[5] datajournalism
[4] devfest19
[4] dflx
[4] vostday
[3] journalism
[1] opendata
[1] dataviz
[1] portugal
[1] eurovision

Top Hashtags in Tweet in G8:
[1] dataviz
[1] ddj
[1] trafficking
[1] highered
[1] canada
[1] highereducation

Top Hashtags in Tweet in G10:
[17] ddj
[14] opendata
[5] dataviz
[3] shareddataunit
[3] christmas
[3] foia
[3] data
[3] scraping
[3] cijcourses
[3] gogreen

Top Words
Top Words in Tweet in Entire Graph:
[2182] Words in Sentiment List#1: Positive
[1078] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[63776] Non-categorized Words
[67036] Total Words
[1576] data
[1152] journalism
[833] #ddj
[530] em
[497] dou

Top Words in Tweet in G1:
[143] data
[104] #ddj
[66] journalism
[53] gijn
[43] 10
[39] albertocairo
[37] #dataviz
[37] icijorg
[35] top
[35] 2019

Top Words in Tweet in G2:
[203] data
[114] journalism
[82] reporters
[82] sources
[81] public
[77] rely
[77] secret
[41] #ddj
[22] top
[21] s

Top Words in Tweet in G3:
[117] bellingcat
[106] data
[93] skill
[92] mr
[92] higgins
[92] attributed
[91] nyt
[91] naturally
[91] fails
[91] report

Top Words in Tweet in G4:
[529] em
[508] #ddj
[497] dou
[211] jornalismodados
[204] jornalismo
[193] dados
[157] e
[92] sergiospagnuolo
[74] manual
[67] aqui

Top Words in Tweet in G5:
[209] straßen
[112] plateauton
[105] hat
[105] werden
[104] damit
[104] leid
[104] berlins
[104] ende
[104] brauchen
[104] andere

Top Words in Tweet in G6:
[104] pak
[104] origin
[104] family
[104] run
[104] formations
[104] house
[104] specialized
[104] creating
[104] offshore
[104] entities

Top Words in Tweet in G7:
[110] data
[86] journalism
[41] awards
[36] very
[34] pilhofer
[24] new
[23] coming
[21] s
[19] sad
[18] part

Top Words in Tweet in G8:
[69] data
[61] journalism
[55] columbiajourn
[49] know
[48] help
[47] government
[47] agency
[47] online
[47] dating
[47] sexual

Top Words in Tweet in G9:
[114] t
[58] journalism
[57] great
[57] story
[57] important
[57] point
[57] isn
[57] mystical
[57] magic
[57] doesn

Top Words in Tweet in G10:
[19] journalism
[17] #ddj
[16] data
[16] paulbradshaw
[15] great
[15] use
[14] example
[14] #opendata
[14] investigative
[14] need

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[497] dou,em
[497] em,#ddj
[456] data,journalism
[211] #ddj,jornalismodados
[211] jornalismodados,dou
[208] public,data
[177] rely,public
[175] reporters,rely
[171] secret,sources
[167] data,secret

Top Word Pairs in Tweet in G1:
[38] data,journalism
[32] 10,#ddj
[30] top,10
[19] medical,devices
[17] #ddj,#dataviz
[15] journalism,awards
[14] erradicating,data
[14] data,deserts
[14] deserts,help
[14] help,local

Top Word Pairs in Tweet in G2:
[77] reporters,rely
[77] rely,public
[77] public,data
[77] data,secret
[77] secret,sources
[56] data,journalism
[14] open,source
[13] see,more
[13] new,york
[13] york,times

Top Word Pairs in Tweet in G3:
[92] mr,higgins
[92] higgins,attributed
[92] attributed,skill
[91] nyt,naturally
[91] naturally,fails
[91] fails,report
[91] report,bellingcat
[91] bellingcat,funded
[91] funded,govt
[91] govt,liked

Top Word Pairs in Tweet in G4:
[497] dou,em
[497] em,#ddj
[211] #ddj,jornalismodados
[211] jornalismodados,dou
[155] jornalismo,dados
[62] divulgo,aqui
[62] aqui,manual
[61] sergiospagnuolo,divulgo
[53] manual,jornalismo
[47] dados,venho

Top Word Pairs in Tweet in G5:
[104] damit,leid
[104] leid,berlins
[104] berlins,straßen
[104] straßen,ende
[104] ende,hat
[104] hat,brauchen
[104] brauchen,andere
[104] andere,straßen
[104] straßen,leider
[104] leider,werden

Top Word Pairs in Tweet in G6:
[104] pak,origin
[104] origin,family
[104] family,run
[104] run,formations
[104] formations,house
[104] house,specialized
[104] specialized,creating
[104] creating,offshore
[104] offshore,entities
[104] entities,centre

Top Word Pairs in Tweet in G7:
[69] data,journalism
[39] journalism,awards
[18] very,very
[18] very,sad
[18] sad,data
[18] awards,part
[18] part,beginning
[18] beginning,gone
[18] gone,away
[18] away,absolutely

Top Word Pairs in Tweet in G8:
[47] know,government
[47] government,agency
[47] agency,data
[47] data,online
[47] online,dating
[47] dating,sexual
[47] sexual,violence
[47] violence,help
[47] help,columbia
[47] columbia,journalism

Top Word Pairs in Tweet in G9:
[57] great,story
[57] story,important
[57] important,point
[57] point,journalism
[57] journalism,isn
[57] isn,t
[57] t,mystical
[57] mystical,magic
[57] magic,doesn
[57] doesn,t

Top Word Pairs in Tweet in G10:
[14] great,example
[14] example,use
[14] use,#opendata
[14] #opendata,investigative
[14] investigative,journalism
[14] journalism,need
[14] need,more
[14] more,better
[14] better,bbcnewsnight
[13] paulbradshaw,great

Top Replied-To
Top Replied-To in Entire Graph:
@natesilver538
@fivethirtyeight
@election_data
@utknightcenter
@nytimes
@eagereyes
@albertocairo
@alexandrehoore
@mcuban
@benmschmidt

Top Replied-To in G1:
@albertocairo
@eagereyes
@anthony
@abraji
@icfj
@niemanreports
@vincethenero
@benthepcguy
@wwf_schweiz
@marinawalkerg

Top Replied-To in G3:
@nytimes
@bellingcat

Top Replied-To in G4:
@utknightcenter
@vortexmediabr
@voltdatalab
@bellhooks

Top Replied-To in G7:
@fivethirtyeight
@lightyouonfire
@sarahslo
@chadskelton
@jayohday

Top Replied-To in G8:
@rosnerc

Top Replied-To in G10:
@robhp
@rhistorerwrites
@hbcompass

Top Mentioned
Top Mentioned in Entire Graph:
@jornalismodados
@bellingcat
@plateauton
@manupubby
@sergiospagnuolo
@howamw
@nytimes
@juliustroeger
@davidsirota
@gijn

Top Mentioned in G1:
@gijn
@icijorg
@albertocairo
@srfdata
@nataliamazotte
@nytimes
@bellingcat
@scicomlab
@politicoeurope
@acotgreave

Top Mentioned in G2:
@spj_tweets
@shitunas
@theafricamentor

Top Mentioned in G3:
@bellingcat
@howamw
@nytimes
@eliothiggins
@uroobajamal
@upshotnyt
@bbc
@gijn
@tdebeus
@coolshannes

Top Mentioned in G4:
@jornalismodados
@sergiospagnuolo
@escoladedados
@generonumero
@rui_barros17
@dinana_santos
@nataliamazotte
@vortexmediabr
@ijnetportugues
@ijnet

Top Mentioned in G5:
@plateauton
@juliustroeger
@tagesspiegel
@_davidmeidinger
@helenawittlich
@fraucsu

Top Mentioned in G6:
@manupubby
@natsecgeek
@ddosecrets
@annaburkhart
@bryanmicon

Top Mentioned in G7:
@pilhofer
@smfrogers
@niemanlab
@reginaldchua
@rui_barros17
@nc5philwilliams
@fivethirtyeight
@medium
@reddit
@datawrapper

Top Mentioned in G8:
@columbiajourn
@propublica
@texastribune
@mandicai
@gijnafrica
@mikejohnsonza
@sophiewarnes
@revue
@davidpeterh
@jody_w

Top Mentioned in G9:
@davidsirota

Top Mentioned in G10:
@paulbradshaw
@bbcnewsnight
@open
@petesherlock79
@robhp
@alexhomer
@aimeestanton4
@clairejwilde
@y_crowe
@stonepeople

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@hrblock_21
@mackaysuzie
@_redfrog
@dhruvbhim
@billm9
@real_infinity95
@chidambara09
@chuddles11

Top Tweeters in G1:
@_redfrog
@g1
@bbcnews
@margo94
@politico
@mediaredef
@thumppooh
@hiba76sh
@dwnews
@openmarketingtv

Top Tweeters in G2:
@drpatfarrell
@analyticaglobal
@joanpennnative
@mediabot
@superebza
@saeedbaygi
@disabledsenior
@el_grillo1
@best_biz_ads
@omegaradioco

Top Tweeters in G3:
@real_infinity95
@firstpost
@haloefekti
@w_nicht
@thestephenralph
@nytimes
@mrpshropshire
@th2shay
@eliothiggins
@amyharlib

Top Tweeters in G4:
@guardian
@silvrib
@washingtonpost
@spaceandria
@dieviviarruda
@gauchazh
@em_com
@romerosimone
@murilodotto
@sepbabbi

Top Tweeters in G5:
@tagesspiegel
@liese_mueller
@dubeateo
@fritzquincke
@germanatpompey
@kaffeebeimir
@musichistorylaw
@icke2aida
@publictorsten
@electroheinz

Top Tweeters in G6:
@dhruvbhim
@samir_patil
@desertfox61i
@varshathacker
@puravapakash
@akeleven
@fisheyedmeena
@dipendradipzo
@guzzlersinc
@m2l2t5

Top Tweeters in G7:
@elyse4design
@paulwiggins
@dmedialab
@cubfan13241
@lowetide
@factozoidal
@jcoopphoto
@onelag
@fivethirtyeight
@reddit

Top Tweeters in G8:
@marthalynneowe1
@shyduroff
@deathtocrazy
@vedatsamur
@vox_democracy
@aleksanderrb
@jlboul
@owiraowira
@masky_jay_hoody
@_ironius

Top Tweeters in G9:
@tates5a
@veggie64_leslie
@pppatticake
@mlse
@tjwoodstockny
@theresaschroe14
@progressivedrey
@idreamin4d
@ruckcohlchez
@poohsbrana

Top Tweeters in G10:
@huffpostuk
@theipaper
@otfrom
@paulbradshaw
@emma_oneill
@bbcnewsnight
@miskaknapek
@macloo
@glynmottershead
@colingeorgebbc


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