#ddj OR (data journalism), Twitter, 10/15/2019 10:43:43 AM, 213025


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#ddj OR (data journalism) Twitter NodeXL SNA Map and Report for Tuesday, 15 October 2019 at 09:55 UT
#ddj OR (data journalism) Twitter NodeXL SNA Map and Report for Tuesday, 15 October 2019 at 09:55 UT
From:
SMRFoundation
Uploaded on:
October 15, 2019
Short Description:
#ddj OR (data journalism) via NodeXL http://bit.ly/2nLkP8g
@gijn
@albertocairo
@dancow
@cephillips
@caulfieldcm
@mizzousundevil
@trbrtc
@azrepublicguild
@byianjames
@margymaclibrary

Top hashtags:
#ddj
#dataviz
#data
#journalism
#datajournalism
#opendata
#vg

Description:
Description
The graph represents a network of 2,695 Twitter users whose recent tweets contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 15 October 2019 at 10:10 UTC.

The tweets in the network were tweeted over the 9-day, 10-hour, 47-minute period from Saturday, 05 October 2019 at 23:04 UTC to Tuesday, 15 October 2019 at 09:51 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[44] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[29] https://medium.com/@tophtucker/doing-enterprise-financial-data-visualization-after-data-journalism-3c68861b7f4c
[28] https://journalismcourses.org/DATA0819.html
[25] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[24] https://medium.com/@michael.friendly/visual-thinking-graphic-discoveries-128468677592
[19] https://github.com/datadesk/ripa-analysis
[17] http://www.thefunctionalart.com/2019/10/decisions-in-visualization-should-be.html
[15] https://sciencemediahub.eu/2019/10/08/the-use-of-ai-in-data-journalism-what-are-the-ethical-implications/
[11] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html

Top URLs in Tweet in G1:
[42] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[35] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[23] https://medium.com/@michael.friendly/visual-thinking-graphic-discoveries-128468677592
[22] https://journalismcourses.org/DATA0819.html
[19] https://github.com/datadesk/ripa-analysis
[17] http://www.thefunctionalart.com/2019/10/decisions-in-visualization-should-be.html
[10] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html
[8] https://gijn.org/2019/09/30/and-its-a-wrap-gijc19-highlights/
[8] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[7] https://vis.occrp.org/pages/about

Top URLs in Tweet in G2:
[14] https://medium.com/@tophtucker/doing-enterprise-financial-data-visualization-after-data-journalism-3c68861b7f4c
[5] https://www.agi.it/data-journalism/vendemmia_produzione_vino-6306575/news/2019-10-06/
[5] https://Hi-mr-dj.co.uk/decksaver-dj-mixer-case-dsle-pc-ddj400
[4] https://www.agi.it/data-journalism/alberi_inquinamento_verde_urbano-6299485/news/2019-10-05/
[3] https://sidebar.io/out?url=https://medium.com/@tophtucker/doing-enterprise-financial-data-visualization-after-data-journalism-3c68861b7f4c
[3] https://www.voxeurop.eu/de/2019/wohnungskosten-europa-5123851
[3] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[3] https://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338537623&customid=&mpre=https://www.ebay.com/itm/Pioneer-DDJ-200-DDJ200-Portable-Smartphone-Tablet-PC-Mac-DJ-Controller-w-Case/163694495775
[2] https://twitter.com/DLeonhardt/status/1181004566088814594
[2] https://stellanwofia.blogspot.com/2019/10/pulitzer-center-offers-data-journalism.html

Top URLs in Tweet in G3:
[24] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[9] https://sciencemediahub.eu/2019/10/08/the-use-of-ai-in-data-journalism-what-are-the-ethical-implications/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212507
[2] https://institute.aljazeera.net/sites/default/files/2019/Data%20Journalism%20En%20-%20Web.pdf
[2] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[1] https://institute.aljazeera.net/en/publications
[1] https://twitter.com/AJStudies/status/1122526430972133376
[1] https://institute.aljazeera.net/sites/default/files/2019/Data%20Journalism%20Ar%20-%20Web.pdf
[1] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html
[1] https://www.aljazeera.com:443/datajournalism

Top URLs in Tweet in G4:
[2] https://eu.azcentral.com/in-depth/news/local/arizona-wildfires/2019/07/22/wildfire-risks-more-than-500-spots-have-greater-hazard-than-paradise/1434502001/
[1] https://eu.azcentral.com/story/sports/college/asu/2019/09/17/arizona-state-football-gives-kicker-cristian-zendejas-scholarship/2354548001/
[1] https://eu.usatoday.com/story/news/nation/2019/07/13/disabled-military-veteran-could-lose-home-over-tax-dispute-arizona/1722884001/
[1] https://twitter.com/azcentral/status/1029598818419920896
[1] https://eu.azcentral.com/story/news/politics/arizona/2018/10/29/misspent-school-voucher-funds-exceed-700-k-little-recovered/1780495002/
[1] https://eu.azcentral.com/story/news/local/arizona-environment/2019/09/06/developer-town-propose-roads-hotels-and-homes-near-grand-canyon/2226217001/
[1] https://www.youtube.com/watch?v=gX2UtrxFVXE

[1] https://eu.azcentral.com/story/sports/nhl/coyotes/2018/05/16/tucson-roadrunners-how-arizona-coyotes-built-ahl-affiliate-overnight/609978002/
[1] https://eu.azcentral.com/story/news/local/mesa/2019/09/24/mesa-acquire-land-police-fire-facility-through-eminent-domain/2425569001/
[1] https://eu.azcentral.com/story/news/local/arizona-investigations/2019/08/21/abel-funeral-service-dead-people-estates-excessive-burial-fees-discipline/2032312001/

Top URLs in Tweet in G5:
[1] https://medium.com/the-wall-street-journal/how-the-wall-street-journal-is-using-deep-learning-to-inform-content-strategy-4b4a07090110?source=userActivityShare-d42420aef6ac-1571056424&_branch_match_id=link-712269144439356650
[1] https://twitter.com/Ben_Toone/status/1181929798563745794
[1] https://journalismcourses.org/
[1] https://twitter.com/ryansagare/status/1183790801542930432
[1] https://twitter.com/utknightcenter/status/1183517772271280128
[1] https://knightcenter.utexas.edu/blog/00-21232-learn-do-data-journalism-and-visualization-using-free-tools-new-trilingual-mooc-regist
[1] https://twitter.com/utknightcenter/status/1182762047819468802
[1] https://sciencemediahub.eu/2019/10/08/the-use-of-ai-in-data-journalism-what-are-the-ethical-implications/
[1] https://lifeatbelo.com/internships/
[1] https://www.newsy.com/stories/245-000-kids-attend-school-near-oil-and-gas-production/

Top URLs in Tweet in G6:
[2] https://docs.google.com/document/d/1BfLPJpRtyq4RFtHJoNpvWQjmGnyVkfE2HYoICKOGguA/
[1] https://twitter.com/TwitterSupport/status/1141039841993355264
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fopen.nytimes.com%2Fhow-we-helped-our-reporters-learn-to-love-spreadsheets-adc43a93b919
[1] https://gijn.org/resources-for-finding-and-using-satellite-images/
[1] https://yandex.com/images/
[1] https://docs.google.com/document/d/1BfLPJpRtyq4RFtHJoNpvWQjmGnyVkfE2HYoICKOGguA/edit#
[1] https://twitter.com/zeynep/status/943483818589204481
[1] https://twitter.com/AricToler/status/966053681224454144
[1] http://logos.iti.gr/logos/
[1] https://github.com/musafir-py/geolocatethis

Top URLs in Tweet in G7:
[3] https://www.journalism.co.uk/tip-of-the-day/tip-increase-views-on-your-mobile-website-to-harvest-better-data/s419/a745935/
[3] https://opportunities.codeforafrica.org/2019/10/11/project-manager-cape-town-south-africa/
[2] https://www.journalism.co.uk/news/fact-checking-across-the-world/s2/a745689/
[2] https://www.reddit.com/r/Journalism/comments/ddhau1/whats_best_software_you_use_that_can_automake/
[2] https://opportunities.codeforafrica.org/2019/10/11/social-media-producer-cape-town-south-africa/
[2] https://opportunities.codeforafrica.org/2019/10/11/copywriter-cape-town-south-africa/
[1] https://www.journalism.co.uk/news/fever-pit-ch-a-football-newsletter-powered-by-reader-first-approach-and-strong-community/s2/a745380/
[1] http://twib.in/l/GBKnx4X5A6o7
[1] https://www.reddit.com/r/Journalism/comments/defksn/data_journalists_out_there_which_should_a_college/
[1] http://twib.in/l/EBKy9jnBjBx7

Top URLs in Tweet in G8:
[1] https://bitlylink.com/M0T1l
[1] https://ijnet.org/en/opportunity/conference-focuses-data-journalism-digital-methods-brazil
[1] https://www.meetup.com/pt-BR/ONA-Silicon-Valley/events/265317251/
[1] https://coda.escoladedados.org/
[1] https://simonwillison.net/2019/Oct/10/pge-outages/
[1] https://twitter.com/glitch/status/1183778783502970881
[1] https://support.glitch.com/t/can-you-upgrade-python-to-latest-version/7980/12
[1] https://revistaforum.com.br/blogs/dadoscope/exclusivo-igrejas-evangelicas-pentecostais-tiveram-boom-de-crescimento-nos-governos-lula-e-dilma/
[1] https://twitter.com/utknightcenter/status/1182762047819468802
[1] https://github.com/turicas/braindump/blob/loading/mooc-ddj.md

Top URLs in Tweet in G9:
[1] https://twitter.com/michellmybell1/status/1182061514414546951?s=19
[1] https://www.washingtonexaminer.com/mainstream-media-errors-in-the-trump-era-your-catalogue-of-the-medias-bias-fueled-failure-fest-in-2017
[1] https://www.psychologytoday.com/us/blog/5-types-people-who-can-ruin-your-life/201903/malignant-narcissism-does-the-president-really

Top URLs in Tweet in G10:
[13] https://medium.com/@tophtucker/doing-enterprise-financial-data-visualization-after-data-journalism-3c68861b7f4c
[6] https://link.medium.com/9cbQq9kXs0
[1] https://twitter.com/jburnmurdoch/status/1183734108582744064
[1] https://twitter.com/jburnmurdoch/status/1182190640219803655

Top Domains
Top Domains in Tweet in Entire Graph:
[211] twitter.com
[91] medium.com
[78] thefunctionalart.com
[69] gijn.org
[57] azcentral.com
[40] verigazeteciligi.com
[32] journalismcourses.org
[31] datacenterfrontier.com
[28] aljazeera.com
[28] co.uk

Top Domains in Tweet in G1:
[73] thefunctionalart.com
[56] gijn.org
[40] verigazeteciligi.com
[30] medium.com
[24] journalismcourses.org
[21] twitter.com
[20] github.com
[16] icij.org
[15] mailchi.mp
[9] datajournalism.com

Top Domains in Tweet in G2:
[30] twitter.com
[17] medium.com
[10] agi.it
[9] co.uk
[8] instagram.com
[5] voxeurop.eu
[4] gijn.org
[3] sidebar.io
[3] blogspot.com
[3] journalismcourses.org

Top Domains in Tweet in G3:
[26] aljazeera.com
[9] sciencemediahub.eu
[5] aljazeera.net
[4] twitter.com
[4] nodexlgraphgallery.org
[2] thefunctionalart.com
[2] gijn.org
[1] medium.com
[1] utexas.edu
[1] jot-con.de

Top Domains in Tweet in G4:
[57] azcentral.com
[4] twitter.com
[2] youtube.com
[1] usatoday.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] medium.com
[1] journalismcourses.org
[1] utexas.edu
[1] sciencemediahub.eu
[1] lifeatbelo.com
[1] newsy.com
[1] thefunctionalart.com

Top Domains in Tweet in G6:
[19] twitter.com
[4] google.com
[3] medium.com
[3] bellingcat.com
[2] github.com
[2] sketchfab.com
[1] gijn.org
[1] yandex.com
[1] iti.gr
[1] mwnn.nl

Top Domains in Tweet in G7:
[7] co.uk
[7] codeforafrica.org
[5] twib.in
[3] reddit.com
[2] mediacareerng.org
[2] medium.com
[1] opennews.org
[1] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] bitlylink.com
[1] ijnet.org
[1] meetup.com
[1] escoladedados.org
[1] simonwillison.net
[1] glitch.com
[1] com.br
[1] github.com
[1] thefunctionalart.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] washingtonexaminer.com
[1] psychologytoday.com

Top Domains in Tweet in G10:
[19] medium.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[470] ddj
[234] dataviz
[88] data
[80] journalism
[55] datajournalism
[50] opendata
[48] vg
[48] howchartslie
[40] gijc19
[38] techforgood



Top Hashtags in Tweet in G1:
[223] ddj
[128] dataviz
[46] vg
[44] howchartslie
[35] data
[32] gijc19
[30] datajournalism
[27] verigazeteciliği
[26] verigörselleştirme
[24] opendata

Top Hashtags in Tweet in G2:
[31] ddj
[12] journalism
[12] tempeinvestigasiabal2
[11] pioneer
[9] data
[7] dj
[5] agi
[5] djmixercasedsle
[5] decksaverdjmixercase
[5] cover

Top Hashtags in Tweet in G3:
[64] ddj
[39] dataviz
[31] dmfkul
[23] aljazeeraweek
[22] onjour
[11] e2d3
[11] excel
[11] d3js
[11] github
[11] data

Top Hashtags in Tweet in G5:
[2] ddj
[2] dataviz
[1] ai
[1] journalism
[1] datavisualization
[1] sponsorire
[1] howchartslie

Top Hashtags in Tweet in G6:
[1] stopchildabuse
[1] durban

Top Hashtags in Tweet in G7:
[38] techforgood
[22] jobalert
[8] ddj
[5] investigativejournalism
[5] opendata
[4] drone
[4] sensor
[2] sports
[2] journalist
[2] data

Top Hashtags in Tweet in G8:
[8] ddj
[6] codabr
[4] brazil
[1] mena
[1] opendata
[1] sql
[1] datascience
[1] howchartslie
[1] dataviz

Top Hashtags in Tweet in G9:
[1] trump2020

Top Hashtags in Tweet in G10:
[2] dataviz
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[3113] Words in Sentiment List#1: Positive
[1436] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[93801] Non-categorized Words
[98350] Total Words
[2199] data
[1612] journalism
[981] #ddj
[445] free
[389] #dataviz

Top Words in Tweet in G1:
[492] #ddj
[352] data
[298] free
[224] #dataviz
[202] journalism
[153] visualization
[147] course
[122] #datajournalism
[116] albertocairo
[111] veri

Top Words in Tweet in G2:
[169] data
[133] journalism
[31] #ddj
[23] visualization
[22] media
[19] more
[17] doing
[16] enterprise
[15] financial
[12] #journalism

Top Words in Tweet in G3:
[123] data
[109] journalism
[92] #ddj
[55] #dmfkul
[53] #dataviz
[36] ajlabs
[36] week
[36] jrnshahalam
[28] voted
[28] ajenglish

Top Words in Tweet in G4:
[15] stories
[14] one
[11] arizona
[10] sports
[10] always
[9] reporter
[9] whether
[9] story
[8] journalism
[8] public

Top Words in Tweet in G5:
[88] data
[82] journalism
[61] free
[37] visualization
[31] field
[30] tools
[30] owe
[30] career
[30] ire_nicar
[30] paying

Top Words in Tweet in G6:
[58] bellingcat
[22] data
[19] journalism
[15] kind
[15] bendobrown
[14] boom
[14] magnificent
[14] driven
[14] sleuthery
[14] bbc

Top Words in Tweet in G7:
[48] #ddj
[45] #investigativejournalism
[45] #opendata
[44] partners
[43] #drone
[43] #sensor
[40] africa
[40] support
[39] data
[39] team

Top Words in Tweet in G8:
[43] #ddj
[36] curso
[36] jornalismo
[36] dados
[36] os
[35] escoladedados
[31] gratuito
[31] utcentroknight
[31] dei
[31] nataliamazotte

Top Words in Tweet in G9:
[80] thagraysentinel
[80] nra_tacobowl_ms
[80] mark_georgiou
[80] adored_2
[80] dianwchain1
[80] robster16a
[80] s_a_malcolm
[80] tertiusiii
[80] surgerysleeper
[80] carolcpmgasser

Top Words in Tweet in G10:
[40] high
[38] data
[27] journalism
[21] fantastic
[20] example
[20] political
[20] science
[20] producing
[20] quality
[20] speed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[818] data,journalism
[130] free,tools
[121] journalism,visualization
[105] albertocairo,smfrogers
[104] data,driven
[101] #ddj,#dataviz
[100] #ddj,#opendata
[96] #dataviz,#infographics
[88] visualization,free
[83] data,visualization

Top Word Pairs in Tweet in G1:
[154] data,journalism
[102] albertocairo,smfrogers
[91] free,tools
[91] #dataviz,#infographics
[84] journalism,visualization
[70] visualization,free
[67] course,data
[64] 10,#ddj
[61] top,10
[55] online,course

Top Word Pairs in Tweet in G2:
[74] data,journalism
[16] data,visualization
[15] doing,enterprise
[15] enterprise,financial
[14] visualization,data
[13] financial,data
[8] data,driven
[8] social,media
[7] investigative,journalism
[6] driven,journalism

Top Word Pairs in Tweet in G3:
[95] data,journalism
[27] #dataviz,#ddj
[25] country,voted
[24] #ddj,ajlabs
[24] ajlabs,ajenglish
[22] introductory,guidebook
[21] digital,media
[21] voted,#dataviz
[20] re,malaysia
[20] malaysia,week

Top Word Pairs in Tweet in G4:
[3] guru,expert
[3] expert,master
[3] master,data
[3] data,journalism
[3] journalism,robodellaz
[3] robodellaz,sees
[3] sees,stories
[3] stories,spreadsheets
[3] spreadsheets,coaxes
[3] coaxes,public

Top Word Pairs in Tweet in G5:
[62] data,journalism
[30] journalism,visualization
[30] free,tools
[30] owe,career
[30] career,ire_nicar
[30] ire_nicar,paying
[30] paying,forward
[30] forward,four
[30] four,memberships
[30] memberships,mizzou

Top Word Pairs in Tweet in G6:
[14] boom,magnificent
[14] magnificent,data
[14] data,driven
[14] driven,sleuthery
[14] sleuthery,bendobrown
[14] bendobrown,bellingcat
[14] bellingcat,bbc
[14] bbc,blowing
[14] blowing,lid
[14] lid,influence

Top Word Pairs in Tweet in G7:
[45] #ddj,#opendata
[43] #investigativejournalism,#drone
[43] #drone,#sensor
[43] #sensor,#ddj
[43] #opendata,partners
[38] support,#investigativejournalism
[35] tactical,comms
[35] comms,team
[32] project,manager
[30] set,tactical

Top Word Pairs in Tweet in G8:
[36] jornalismo,dados
[31] curso,gratuito
[31] gratuito,jornalismo
[31] dados,utcentroknight
[31] utcentroknight,escoladedados
[31] escoladedados,dei
[31] dei,nataliamazotte
[31] nataliamazotte,belisards
[31] belisards,rodrigomenegat
[31] rodrigomenegat,acabou

Top Word Pairs in Tweet in G9:
[80] nra_tacobowl_ms,mark_georgiou
[80] mark_georgiou,adored_2
[80] dianwchain1,robster16a
[80] robster16a,s_a_malcolm
[80] s_a_malcolm,tertiusiii
[80] tertiusiii,surgerysleeper
[80] surgerysleeper,carolcpmgasser
[80] carolcpmgasser,malo_j
[80] malo_j,brandoncreek63
[80] brandoncreek63,loriniowa

Top Word Pairs in Tweet in G10:
[27] data,journalism
[20] fantastic,example
[20] example,political
[20] political,science
[20] science,data
[20] journalism,producing
[20] producing,high
[20] high,quality
[20] quality,high
[20] high,speed

Top Replied-To
Top Replied-To in Entire Graph:
@bellingcat
@michellmybell1
@nrecherche
@s4r41_k44r
@swati_gs
@zalisteggall
@cant_read_maps
@no_little_plans
@tdude713
@graemeedgeler

Top Replied-To in G1:
@nrecherche
@sharon000
@voydorg
@dougfisher
@utknightcenter
@thekenyanjoshua
@nisnis
@bomberstudios
@jessbrammar
@markskrikorian

Top Replied-To in G3:
@nrecherche
@haddadme
@bahareh360
@uitmmasscomm72
@qistinazainalf

Top Replied-To in G4:
@priscillatotiya
@lilyalta
@catherinereagor
@rebekahlsanders
@tirionmorris
@taylorseely95

Top Replied-To in G6:
@bellingcat
@henkvaness
@yaolri
@sheeborshee
@n_waters89
@stefanvoss
@taylornrogers

Top Replied-To in G8:
@chrislkellerlat
@anildash
@evanwagstaff
@simonw

Top Replied-To in G9:
@michellmybell1
@s4r41_k44r
@cant_read_maps
@tdude713
@slim_mirokujin
@friendof_darwin
@geraldpayne25
@janetb172
@simple_shaman
@zalphaprime

Top Replied-To in G10:
@chrisluv

Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@smfrogers
@gijn
@nra_tacobowl_ms
@mark_georgiou
@adored_2
@dianwchain1
@robster16a
@s_a_malcolm
@tertiusiii

Top Mentioned in G1:
@albertocairo
@smfrogers
@gijn
@utknightcenter
@jadiehm
@_mkazi_
@dalequark
@theduncanclark
@katherineeriley

Top Mentioned in G2:
@journocoders

Top Mentioned in G3:
@ajlabs
@jrnshahalam
@ajenglish
@ajminstitute
@haddadme
@rapplerdotcom
@mariaressa
@interlinkaca
@rsf_inter
@kaplandave

Top Mentioned in G4:
@azcentral
@robodellaz
@valley101pod
@davidwallce
@maryjpitzl
@lavozaz
@jeremy_cluff
@rebekahlsanders
@byianjames
@will_flannigan

Top Mentioned in G5:
@ire_nicar
@mizzou
@mujschool
@googlenewsinit
@rosiecima
@vandiche
@dallasnews
@albertocairo
@smfrogers

Top Mentioned in G6:
@bellingcat
@bendobrown
@terraserver
@google
@henkvaness
@n_waters89
@ucberkeley
@nathanpatin
@icfj

Top Mentioned in G7:
@code4africa
@aimlegend_
@reddit
@medium
@source
@journalismnews
@pitgottschalk
@marcelakunova
@datavizdc
@tamaragane

Top Mentioned in G8:
@escoladedados
@utcentroknight
@nataliamazotte
@belisards
@rodrigomenegat
@pilhofer
@snorkelml
@simonw
@jskstanford
@matt_kiefer

Top Mentioned in G9:
@nra_tacobowl_ms
@mark_georgiou
@adored_2
@dianwchain1
@robster16a
@s_a_malcolm
@tertiusiii
@surgerysleeper
@carolcpmgasser
@malo_j

Top Mentioned in G10:
@jburnmurdoch
@chrishanretty
@tophtucker
@kumeran1618
@89_samantha
@tlotlisophakisi
@yanga_nozibele

Top Tweeters
Top Tweeters in Entire Graph:
@moonbootica
@gamergeeknews
@independent
@dancas2
@chidambara09
@ethersvoice
@minhkular
@indiatoday
@ndtv
@madanabhat

Top Tweeters in G1:
@kokusizu2
@radiosvoboda
@socolimeshot
@bbcnews
@srauer20
@ladyrasta
@faisalapti
@vedatsamur
@torontostar
@kimpy123

Top Tweeters in G2:
@drpatfarrell
@jchapman1729
@mediabot
@miamigives
@sulsitodisimone
@yvesmulkers
@bigdatabatman
@countup
@drrakeshkr082
@shahsudh

Top Tweeters in G3:
@aaroncuddeback
@rapplerdotcom
@raygibbs1
@manson_marina
@ajenglish
@ainnajwaroslan
@mariaressa
@_reactdev
@zameerz_
@clancynewyork

Top Tweeters in G4:
@azcentral
@jeffmetcalfe
@angelmendozaazc
@microbear1
@azc_obert
@joshling10
@diannananez
@mgardnersports
@duanerankin
@kfitz134

Top Tweeters in G5:
@santchiweb
@ifindinternship
@dallasnews
@amyslayer
@indayevarona
@privacydigest
@transition
@rdsaraceno
@newsy
@davelevinthal

Top Tweeters in G6:
@independent
@businessinsider
@abraxasspa
@google
@shumack_trish
@vpkivimaki
@jopetarai
@icfj
@noornahas1
@i_intelligence

Top Tweeters in G7:
@dmedialab
@mougendi
@emekaokoye
@_misplacedhuman
@just_midzi
@wamathai
@aimlegend_
@sir_deeda
@mheidtman
@reddit

Top Tweeters in G8:
@anildash
@karolabq
@brullf
@alternativo
@ijnet
@leostamillo
@mellynareis
@datacunha
@igorwiese
@simonw

Top Tweeters in G9:
@fasting39
@michellmybell1
@lalanamour
@halcyondon
@s_a_malcolm
@slim_mirokujin
@zalphaprime
@nra_tacobowl_ms
@standbackup2
@squirrely99

Top Tweeters in G10:
@vilinthril
@huwsayer
@drdaveobrien
@rosiecat2
@piratenparteiat
@prof_dfrench
@sevillanadirndl
@jburnmurdoch
@artofwarm
@stevegreen39


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