#ddj OR (data journalism), Twitter, 3/24/2020 3:39:49 AM, 223546


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#ddj OR (data journalism)_2020-03-23_20-10-34.xlsx
#ddj OR (data journalism)_2020-03-23_20-10-34.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 24, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3afViam
@albertocairo
@plateauton
@jornalismodados
@_twitwork
@gijn
@gijnru
@jessicahuseman
@nytimes
@jburnmurdoch
@washingtonpost

Top hashtags:
#ddj
#coronavirus
#dataviz
#covid19
#infographics
#data
#journalism

Description:
Description
The graph represents a network of 3,787 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 Tuesday, 24 March 2020 at 03:12 UTC.

The requested date range was from Monday, 16 March 2020 at 00:00 UTC through Monday, 23 March 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 40-minute period from Monday, 16 March 2020 at 00:12 UTC to Sunday, 22 March 2020 at 23:52 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 : 3787
Unique Edges : 4478
Edges With Duplicates : 796
Total Edges : 5274
Number of Edge Types : 4
Tweet : 407
MentionsInRetweet : 3505
Mentions : 1167
Replies to : 195
Self-Loops : 407
Reciprocated Vertex Pair Ratio : 0.0156142365097589
Reciprocated Edge Ratio : 0.0307483608410581
Connected Components : 441
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 2324
Maximum Edges in a Connected Component : 3533
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.961867
Graph Density : 0.000308489953187364
Modularity : 0.773435
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 3,787 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 Tuesday, 24 March 2020 at 03:12 UTC.

The requested date range was from Monday, 16 March 2020 at 00:00 UTC through Monday, 23 March 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 40-minute period from Monday, 16 March 2020 at 00:12 UTC to Sunday, 22 March 2020 at 23:52 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:
[118] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[36] https://gijn.org/2020/03/19/data-journalism-top-10-social-distancing-simulations-coronavirus-cluster-research-flattening-the-covid-19-curve-trump-cherry-picks-data/
[36] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html?action=click&module=Spotlight&pgtype=Homepage
[34] http://www.thefunctionalart.com/2020/03/linear-or-non-linear-scales-why-not-both.html
[29] https://eagereyes.org/blog/2020/the-visual-evolution-of-the-flattening-the-curve-information-graphic
[27] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[18] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html?referringSource=articleShare
[17] https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/
[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://projekte.sueddeutsche.de/artikel/wissen/coronavirus-die-wucht-der-grossen-zahl-e575082/

Top URLs in Tweet in G1:
[31] http://www.thefunctionalart.com/2020/03/linear-or-non-linear-scales-why-not-both.html
[26] https://eagereyes.org/blog/2020/the-visual-evolution-of-the-flattening-the-curve-information-graphic
[5] http://www.thefunctionalart.com/2020/03/trump-sent-his-followers-signed-chart.html
[4] http://www.thefunctionalart.com/2020/03/the-ethics-of-counting.html
[3] http://www.thefunctionalart.com/2020/03/before-showing-any-data-explain-how.html
[3] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[2] http://www.thefunctionalart.com/2020/01/all-graphics-from-how-charts-lie-freely.html
[1] http://www.thefunctionalart.com/2019/11/on-c-span.html
[1] http://www.thefunctionalart.com/2019/10/how-charts-lie-few-corrections.html
[1] https://medium.com/@frcfr/visualizing-the-shape-of-dreams-for-google-trends-5164c3c4e382

Top URLs in Tweet in G2:
[42] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[34] https://gijn.org/2020/03/19/data-journalism-top-10-social-distancing-simulations-coronavirus-cluster-research-flattening-the-covid-19-curve-trump-cherry-picks-data/
[14] https://projekte.sueddeutsche.de/artikel/wissen/coronavirus-die-wucht-der-grossen-zahl-e575082/
[12] https://the-shape-of-dreams.com/#/
[12] https://interaktiv.tagesspiegel.de/lab/die-globale-verbreitung-des-coronavirus-im-zeitverlauf/
[10] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[4] https://digitalpresent.tagesspiegel.de/die-besten-erklaerstuecke-zum-coronavirus-weltweit
[4] https://www.morgenpost.de/corona-karte
[3] https://gijn.org/2020/03/12/data-journalism-top-10-covid-19-data-viz-brazil-presidents-tweets-beach-erosion-indias-influencers-london-by-bike-syllabi/
[3] https://medium.com/datadriveninvestor/are-hyperloops-good-investment-32281ebc58ae

Top URLs in Tweet in G3:
[4] https://digitalpresent.tagesspiegel.de/die-besten-erklaerstuecke-zum-coronavirus-weltweit
[3] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[2] https://interaktiv.tagesspiegel.de/lab/die-globale-verbreitung-des-coronavirus-im-zeitverlauf/
[2] https://interaktiv.tagesspiegel.de/lab/karte-sars-cov-2-in-deutschland-landkreise/
[1] https://www.stuttgarter-zeitung.de/inhalt.coronavirus-in-baden-wuerttemberg-corona-infektionen-in-baden-wuerttemberg-der-aktuelle-stand.0130b4e9-5415-4ec7-b094-1edb07f7e2f8.html
[1] https://www.zeit.de/politik/deutschland/2019-09/bundestag-jubilaeum-70-jahre-parlament-reden-woerter-sprache-wandel?wt_zmc=fix.int.zonaudev.alias.alias.zeitde.alias.bundeswoerter.x&utm_medium=fix&utm_source=alias_zonaudev_int&utm_campaign=alias&utm_content=zeitde_alias_bundeswoerter_x

Top URLs in Tweet in G4:
[6] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[3] https://twitter.com/toledoluizf/status/1241151467463094273
[2] https://twitter.com/lupittar/status/1241474380481343489
[2] https://twitter.com/andrefcorreia/status/1241011094417743872
[1] https://twitter.com/i/web/status/1239650375885619202
[1] https://twitter.com/i/web/status/1241806877706649605
[1] https://twitter.com/i/web/status/1241827449211682817
[1] https://twitter.com/i/web/status/1241827475782541312
[1] https://twitter.com/i/web/status/1241812277571059715
[1] https://twitter.com/i/web/status/1241812314124361735

Top URLs in Tweet in G5:
[13] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[6] http://efarmnewsar.com/2020-02-26/agtrace-the-software-that-helps-with-food-traceability.html?utm_source=NoticiasDeCampo&utm_medium=twitter
[5] https://www.journalism.co.uk/news/transphobia-project-aims-to-encourage-newsrooms-to-work-with-trans-communities-for-better-coverage/s2/a753238/
[5] https://twitter.com/Harry_Stevens/status/1238939988299001867
[4] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[4] http://efarmnewsar.com/2020-02-11/efarmnewsar-summary-2019-taxes.html
[4] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[3] https://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338631627&customid=&mpre=https://www.ebay.com/itm/Pioneer-DDJ-SZ2-All-in-One-DJ-Controller-Serato-DJ-PRO-Grundorf-Flight-Case-/143554119926
[3] https://twitter.com/nytimes/status/1241696162106806273
[3] http://efarmnewsar.com/categoria/agpedia

Top URLs in Tweet in G6:
[11] https://flowingdata.com/2020/03/15/simulations-for-virus-spread-with-social-distancing/
[11] https://www.bbc.com/news/world-51235105
[6] https://mailchi.mp/tuvalabs/free-access-to-tuva-premium-to-support-teaching-learning-during-the-covid-19-crisis-3852601?e=871ca96bf0
[4] https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441
[2] https://atlo.team/koronamonitor/
[2] http://www.flattenthecurve.com/
[1] https://twitter.com/jburnmurdoch/status/1239276487062233089
[1] https://link.medium.com/n9hfaJ5jM4
[1] https://twitter.com/DagmedyaVeri/status/1240651334250086401
[1] https://flowingdata.com/2020/03/16/possible-coronavirus-deaths-compared-against-other-causes/

Top URLs in Tweet in G7:
[12] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[12] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html?referringSource=articleShare
[10] https://investigate.ai/
[10] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html?action=click&module=Spotlight&pgtype=Homepage
[3] https://twitter.com/nytimes/status/1241847183214809092
[2] http://wa.me/41798931892?text=hi
[2] https://soundcloud.com/datajournalism/episode-3-simon-rogers-google
[2] https://www.svt.se/datajournalistik/coronakraschen/
[1] https://datajournalism.com/read/newsletters/verification-for-data
[1] https://www.datavisualizationsociety.com/covid-19

Top URLs in Tweet in G8:
[1] https://twitter.com/thensim0nsaid/status/1240437425605947392

Top URLs in Tweet in G9:
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcoronavirus-in-the-news-are-they-overreacting-8b88da5f4afa
[1] https://medium.com/jsk-class-of-2020/steering-journalism-toward-data-science-a4208438020b?utm_content=buffer20512&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.publico.pt/interactivo/coronavirus-como-achatar-curva-que-revelam-experiencias-paises
[1] https://www.pornhub.com/insights/corona-virus

Top URLs in Tweet in G10:
[4] https://www.journalism.co.uk/news/transphobia-project-aims-to-encourage-newsrooms-to-work-with-trans-communities-for-better-coverage/s2/a753238/

Top Domains
Top Domains in Tweet in Entire Graph:
[276] twitter.com
[190] nytimes.com
[79] thefunctionalart.com
[48] washingtonpost.com
[43] gijn.org
[40] co.uk
[31] medium.com
[29] eagereyes.org
[29] datacenterfrontier.com
[27] tagesspiegel.de

Top Domains in Tweet in G1:
[49] thefunctionalart.com
[26] eagereyes.org
[3] washingtonpost.com
[1] medium.com
[1] twitter.com
[1] fundamentium.com
[1] the-shape-of-dreams.com

Top Domains in Tweet in G2:
[43] nytimes.com
[40] gijn.org
[21] washingtonpost.com
[17] sueddeutsche.de
[17] tagesspiegel.de
[14] twitter.com
[12] the-shape-of-dreams.com
[9] thefunctionalart.com
[5] 23degrees.io
[4] morgenpost.de

Top Domains in Tweet in G3:
[8] tagesspiegel.de
[3] nytimes.com
[1] stuttgarter-zeitung.de
[1] zeit.de

Top Domains in Tweet in G4:
[135] twitter.com
[6] nytimes.com
[1] todososolhosnaamazonia.org
[1] com.br
[1] alleyesontheamazon.org
[1] nationalpost.com

Top Domains in Tweet in G5:
[45] twitter.com
[20] nytimes.com
[13] efarmnewsar.com
[12] co.uk
[8] washingtonpost.com
[7] medium.com
[5] instagram.com
[3] ebay.com
[3] voxeurop.eu
[2] ecograffi.it

Top Domains in Tweet in G6:
[12] flowingdata.com
[11] twitter.com
[11] bbc.com
[6] mailchi.mp
[5] ft.com
[2] atlo.team
[2] atlatszo.hu
[2] thefunctionalart.com
[2] flattenthecurve.com
[1] medium.com

Top Domains in Tweet in G7:
[38] nytimes.com
[11] investigate.ai
[5] twitter.com
[3] soundcloud.com
[2] datajournalism.com
[2] wa.me
[2] svt.se
[1] datavisualizationsociety.com
[1] submittable.com
[1] ourworldindata.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[2] medium.com
[1] publico.pt
[1] pornhub.com

Top Domains in Tweet in G10:
[4] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[784] ddj
[541] coronavirus
[306] dataviz
[164] covid19
[67] infographics
[66] data
[48] journalism
[43] corona
[39] datajournalism
[36] flattenthecurve



Top Hashtags in Tweet in G1:
[75] dataviz
[19] infographics
[16] ddj
[2] howchartslie
[1] datajournalism
[1] covid19
[1] covid_19
[1] covidー19
[1] ai
[1] journalism

Top Hashtags in Tweet in G2:
[216] ddj
[136] coronavirus
[96] dataviz
[50] covid19
[30] flattenthecurve
[24] corona
[12] datajournalism
[10] infographics
[8] covidー19
[7] startup

Top Hashtags in Tweet in G3:
[255] coronavirus
[18] ddj
[6] dataviz
[4] covid_19
[4] flattenthecuve
[3] nytimes
[1] datenspiegel
[1] sars
[1] maps
[1] sarscov2

Top Hashtags in Tweet in G4:
[339] ddj
[5] coronavirusnobrasil
[5] dados
[4] jo
[4] coronavírus
[2] nicar20
[2] journalists
[2] latam
[2] datajournalism

Top Hashtags in Tweet in G5:
[29] ddj
[19] data
[18] journalism
[13] covid19
[13] coronavirus
[5] covidー19
[5] pioneer
[5] news
[5] china
[5] europe

Top Hashtags in Tweet in G6:
[53] ddj
[44] dataviz
[15] coronavirus
[7] journalism
[6] covidー19
[5] koronawirus
[3] sarscov2
[3] covid19
[3] journalist
[2] flattenthecurve

Top Hashtags in Tweet in G7:
[18] ddj
[16] dataviz
[15] coronavirus
[9] covidー19
[8] datajournalist
[7] misinformation
[7] disinformation
[7] datajournalism
[3] conversationswithdata
[2] covid19

Top Hashtags in Tweet in G9:
[20] data
[20] github
[19] e2d3
[19] excel
[19] dataviz
[19] d3js
[19] datavizualization
[19] javascript
[19] json
[19] infographics

Top Words
Top Words in Tweet in Entire Graph:
[1876] Words in Sentiment List#1: Positive
[1214] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[82829] Non-categorized Words
[85919] Total Words
[1522] data
[1004] journalism
[844] visualization
[832] online
[826] albertocairo

Top Words in Tweet in G1:
[768] albertocairo
[701] visualization
[696] read
[696] story
[696] published
[696] washington
[696] online
[696] reasons
[75] #dataviz
[62] linear

Top Words in Tweet in G2:
[216] #ddj
[136] #coronavirus
[96] #dataviz
[79] 10
[78] die
[74] data
[72] halukamb
[70] gijn
[59] top
[50] #covid19

Top Words in Tweet in G3:
[255] #coronavirus
[244] plateauton
[138] dank
[132] fälle
[128] alle
[127] deutschen
[126] landkreisen
[126] bundesländern
[125] allen
[125] crowdsourcing

Top Words in Tweet in G4:
[377] em
[339] dou
[339] #ddj
[143] jornalismo
[128] dados
[127] jornalismodados
[36] uma
[26] não
[25] mais
[25] eu

Top Words in Tweet in G5:
[146] data
[125] journalism
[29] #ddj
[19] #data
[18] coronavirus
[18] #journalism
[15] visual
[13] #covid19
[13] #coronavirus
[12] piece

Top Words in Tweet in G6:
[108] tracker
[69] sdbernard
[66] jburnmurdoch
[60] trajectory
[56] virus
[53] #ddj
[46] data
[44] #dataviz
[44] updates
[44] include

Top Words in Tweet in G7:
[83] data
[79] journalism
[66] nytimes
[23] datajournalism
[18] #ddj
[16] #dataviz
[16] looking
[16] virus
[15] #coronavirus
[12] story

Top Words in Tweet in G8:
[93] online
[91] journo
[91] profs
[91] re
[91] struggling
[91] instruction
[91] happy
[91] give
[91] already
[91] digital

Top Words in Tweet in G9:
[109] data
[55] journalism
[54] pornhub's
[54] blog
[54] continues
[54] best
[54] sources
[54] science
[54] internet
[53] noahhaber

Top Words in Tweet in G10:
[70] data
[69] visualisation
[51] transgender
[48] jokestress
[46] outlets
[44] transphobia
[44] project
[44] uses
[44] zoom
[44] spread

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[741] read,story
[725] story,published
[725] published,washington
[725] washington,online
[725] online,visualization
[725] visualization,reasons
[724] albertocairo,read
[562] data,journalism
[339] dou,em
[339] em,#ddj

Top Word Pairs in Tweet in G1:
[696] read,story
[696] story,published
[696] published,washington
[696] washington,online
[696] online,visualization
[696] visualization,reasons
[695] albertocairo,read
[31] linear,non
[31] non,linear
[31] linear,scales

Top Word Pairs in Tweet in G2:
[59] top,10
[56] #dataviz,#ddj
[53] 10,#ddj
[46] #coronavirus,fälle
[45] nytgraphics,team
[42] wow,next
[42] next,level
[42] level,viz
[42] viz,nytgraphics
[42] team,hattip

Top Word Pairs in Tweet in G3:
[132] #coronavirus,fälle
[126] alle,#coronavirus
[126] landkreisen,bundesländern
[125] fälle,allen
[125] allen,deutschen
[125] deutschen,landkreisen
[125] bundesländern,dank
[125] dank,crowdsourcing
[125] crowdsourcing,zusammen
[125] zusammen,risklayer

Top Word Pairs in Tweet in G4:
[339] dou,em
[339] em,#ddj
[126] jornalismodados,dou
[114] #ddj,jornalismodados
[60] jornalismo,dados
[12] os,dados
[11] fazer,jornalismo
[8] dados,sem
[7] #ddj,bellalutz
[7] mulherqueopina,jornalismo

Top Word Pairs in Tweet in G5:
[71] data,journalism
[8] data,visualisation
[8] visual,data
[7] transphobia,project
[7] journalism,team
[6] piece,data
[6] project,uses
[6] uses,data
[6] visualisation,zoom
[6] zoom,outlets

Top Word Pairs in Tweet in G6:
[60] trajectory,tracker
[45] virus,tracker
[44] updates,virus
[44] tracker,include
[44] include,jburnmurdoch
[44] jburnmurdoch,trajectory
[44] tracker,small
[44] small,multiples
[44] multiples,curated
[43] sdbernard,updates

Top Word Pairs in Tweet in G7:
[50] data,journalism
[37] journalism,nytimes
[10] oh,man
[10] man,looked
[10] looked,dangerscarf's
[10] dangerscarf's,data
[10] data,science
[10] science,primer
[10] primer,investigative
[10] investigative,journalism

Top Word Pairs in Tweet in G8:
[91] journo,profs
[91] profs,re
[91] re,struggling
[91] struggling,online
[91] online,instruction
[91] instruction,happy
[91] happy,give
[91] give,already
[91] already,digital
[91] digital,teaching

Top Word Pairs in Tweet in G9:
[55] data,journalism
[54] pornhub's,data
[54] data,blog
[54] blog,continues
[54] continues,best
[54] best,sources
[54] sources,data
[54] journalism,science
[54] science,internet
[53] noahhaber,pornhub's

Top Word Pairs in Tweet in G10:
[69] data,visualisation
[44] transphobia,project
[44] project,uses
[44] uses,data
[44] visualisation,zoom
[44] zoom,outlets
[44] outlets,spread
[26] spread,biased
[26] biased,transgender
[26] transgender,content

Top Replied-To
Top Replied-To in Entire Graph:
@nicktriggle
@skynews
@reuters
@piersmorgan
@guardian
@davidottewell
@rowellmaud
@bbclaurak
@therickwilson
@causalinf

Top Replied-To in G1:
@webjournalist
@gabbysanto

Top Replied-To in G2:
@scmpnews
@kumailn
@junkcharts
@germanatpompey
@sharon000
@infowetrust
@kimperrotta57
@idrisnobel
@sergiospagnuolo
@dadalndll

Top Replied-To in G4:
@cnn

Top Replied-To in G6:
@hannahdormido
@mprnews
@avwgo
@nbcnews
@brithume
@ajplus
@sdbernard
@wsj
@elonmusk
@karriekehoe

Top Replied-To in G7:
@laurenpelley
@rip_journalism
@fabian_schmid

Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@plateauton
@jessicahuseman
@jburnmurdoch
@jornalismodados
@halukamb
@gijn
@nytimes
@sdbernard
@noahhaber

Top Mentioned in G1:
@albertocairo
@elpais_info
@eagereyes
@heberlongas
@ifanmj
@tdawry
@ddale8
@fedfragapane
@googletrends
@paolocorti_

Top Mentioned in G2:
@gijn
@halukamb
@nytgraphics
@washingtonpost
@michael_gegg
@plateauton
@c_endt
@albertocairo
@sz
@tagesspiegel

Top Mentioned in G3:
@plateauton
@michael_gegg
@ardzdf_akademie
@albertocairo
@tagesspiegel
@geisenhanslueke
@halukamb
@mpkemper
@_davidmeidinger
@jangeorgplavec

Top Mentioned in G4:
@jornalismodados
@hivosamlatina
@ijnetportugues
@escoladedados
@diabro18
@bellalutz
@mulherqueopina
@falecomdil
@greenpeace
@gugachacra

Top Mentioned in G6:
@jburnmurdoch
@sdbernard
@financialt
@pinardag
@edwardtufte
@atloteam
@ft
@albertocairo
@financialtimes
@senatorstaszek

Top Mentioned in G7:
@nytimes
@datajournalism
@dangerscarf
@jonathanstray
@datavizsociety
@jackpowerit
@lorepregliasco
@mikesommersby
@kosullivanit
@ericstoller

Top Mentioned in G8:
@jessicahuseman
@jacobhwasserman
@albertocairo

Top Mentioned in G9:
@noahhaber
@e2d3org
@diniscorreia
@jaypalter
@rui_barros17
@tdatascience
@rogeliketweety
@tda
@garanceburke
@stanfordhai

Top Mentioned in G10:
@jokestress
@dangreen4114
@debbiehayton
@mimmymum
@bjportraits
@manly_yvonne

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@chidambara09
@vivobr
@rxbun
@aaroncuddeback
@onahunttoday
@gojira007x
@repubblica
@indiatoday
@dionianjos

Top Tweeters in G1:
@tigerbeat
@mary_swilling
@friedrichhayek
@thinkpuertorico
@alisonborealis
@whysharksmatter
@leidymarmalade
@patwhite70
@tummler10
@lhamadopagode

Top Tweeters in G2:
@pourqoispas
@washingtonpost
@larossa05
@micheleboyd1224
@steph80335
@mjoehlerich
@scmpnews
@moebius16
@tagesspiegel
@justbementalist

Top Tweeters in G3:
@rollidriver
@cptleto
@birgitlissowsky
@martingaedt
@marie_laveau_
@engelderliebe80
@mclinvieno
@michael_kunz
@fritzquincke
@stz_news

Top Tweeters in G4:
@vivobr
@cardoso
@assistirbot
@folha
@cnn
@pauloquaresma2
@assig93
@tsfradio
@divinefminine
@lfeministe

Top Tweeters in G5:
@mmahdy
@niyant10
@themediamentor
@jacksonbrittsny
@dd_fafa_
@ohmymithrandir
@journalism
@schizoidman
@alduque
@mikesjourno

Top Tweeters in G6:
@viriyabot
@jmhamiltonblog
@wsj
@ft
@financialtimes
@nbcnews
@gaylaannette
@digiphile
@torrasluis
@mprnews

Top Tweeters in G7:
@pelias01
@nytimes
@beccanalia
@masky_jay_hoody
@clarembaldo
@drpetra
@margymaclibrary
@emilybell
@ericstoller
@nicolasloubet

Top Tweeters in G8:
@1loriking
@sueleugers
@scarletm1926
@dms1485
@earthspeakorg
@rutiregan
@needhibhalla
@ngreenberg
@armymongoose
@sesmith

Top Tweeters in G9:
@aaroncuddeback
@publico
@taieb_bot
@akdm_bot
@mayur_shingote
@lurino
@startupbulletin
@rtorres
@ahmad_deza
@saritjiang

Top Tweeters in G10:
@gojira007x
@llama_strudel
@dophin11
@joshuacaleb75
@neurolawguy
@sixarmedsweater
@gencritgreen
@weescottishmamm
@denisemembery
@clarefking


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