#ddj OR (data journalism), Twitter, 5/10/2021 4:27:05 PM, 254561


FAQ | Problem?

#ddj OR (data journalism)_2021-05-10_08-50-46.xlsx
#ddj OR (data journalism)_2021-05-10_08-50-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 10, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3tAJUyP
@sigmaawards
@nixonron
@stefanmelichar
@pinardag
@ibwellssociety
@nhannahjones
@gijn
@icijorg
@hackette7
@gijnru

Top hashtags:
#ddj
#data
#journalism
#nannenpreis
#datacenter
#datajournalism
#dataviz

Description:
Description
The graph represents a network of 2,375 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, 10 May 2021 at 15:52 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 28-minute period from Monday, 03 May 2021 at 00:19 UTC to Sunday, 09 May 2021 at 23:47 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 : 2375
Unique Edges : 1773
Edges With Duplicates : 3141
Total Edges : 4914
Number of Edge Types : 5
Retweet : 1382
MentionsInRetweet : 2137
Replies to : 172
Mentions : 882
Tweet : 341
Self-Loops : 357
Reciprocated Vertex Pair Ratio : 0.0320987654320988
Reciprocated Edge Ratio : 0.062200956937799
Connected Components : 394
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 1003
Maximum Edges in a Connected Component : 2712
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.882331
Graph Density : 0.000518955349620893
Modularity : 0.577166
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,375 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, 10 May 2021 at 15:52 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 28-minute period from Monday, 03 May 2021 at 00:19 UTC to Sunday, 09 May 2021 at 23:47 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:
[58] https://twitter.com/nhannahjones/status/1390410506922561536
[21] https://gijn.org/2021/05/07/data-journalism-top-10-covids-psychic-numbing-disappearing-glaciers-chemical-weapons-homeschooling-fatigue-basketballs-three-pointers/
[14] https://www.watson.ch/!516790473?utm_source=twitter&utm_medium=social-user&utm_campaign=watson-site-web
[10] https://gijn.org/2021/04/30/top-10-ddj-tehno-gigantyi-somnitelnyie-dannyie-o-vaktsinah-iz-indii-i-pandemicheskie-samoubiystva/
[10] https://www.heise.de/tp/features/Citizen-Data-Journalism-die-Rueckeroberung-der-Information-6038570.html
[9] https://twitter.com/jburnmurdoch/status/1389617547935420423
[8] https://sigmaawards.org/europes-covid-19-spending-spree-unmasked/
[8] https://www.rawstory.com/proud-boys-funding/
[8] https://datacenterfrontier.com/switch-acquires-data-foundry-for-420-million-enters-texas-market/
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fscraping-data-from-wikipedia-tables-3efa04c6b53f

Top URLs in Tweet in G1:
[13] https://gijn.org/2021/05/07/data-journalism-top-10-covids-psychic-numbing-disappearing-glaciers-chemical-weapons-homeschooling-fatigue-basketballs-three-pointers/
[10] https://gijn.org/2021/04/30/top-10-ddj-tehno-gigantyi-somnitelnyie-dannyie-o-vaktsinah-iz-indii-i-pandemicheskie-samoubiystva/
[7] https://www.dataphyte.com/covid19nigeria/dataphytes-covid19-investigation-shortlisted-for-global-data-journalism-awards/
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fscraping-data-from-wikipedia-tables-3efa04c6b53f
[6] http://www.verigazeteciligi.com/sigma-veri-gazeteciligi-odulleri-kisa-listesi-bu-cuma-aciklaniyor/
[5] https://gijn.org/2021/04/30/data-journalism-top-10-the-rise-of-big-tech-indias-bad-vaccine-data-why-data-journalists-need-safeguards/
[5] https://link.medium.com/FIwziVQ1Yfb
[4] https://gijn.org/2021/03/26/data-journalism-top-10-march-madness-trafficking-tigers-and-fish-color-palettes-vaccine-inequality-domestic-work/
[4] https://gijn.org/2021/05/07/top-10-ddj-otsepenenie-ot-covid-himicheskoe-oruzhie-i-ustalost-ot-obucheniya-na-domu/
[3] https://twitter.com/sigmaawards/status/1389812378859184130

Top URLs in Tweet in G2:
[57] https://twitter.com/nhannahjones/status/1390410506922561536

Top URLs in Tweet in G3:
[6] https://www.rawstory.com/proud-boys-funding/
[4] https://www.rawstory.com/infantry-soldier-abram-markofski-arrested/
[2] https://twitter.com/jburnmurdoch/status/1389617547935420423
[2] https://twitter.com/IBWellsSociety/status/1390380847644164107
[2] https://www.heise.de/tp/features/Citizen-Data-Journalism-die-Rueckeroberung-der-Information-6038570.html
[2] https://redvince.wordpress.com/2021/05/08/data-journalism-top-10-covids-psychic-numbing-disappearing-glaciers-chemical-weapons-homeschooling-fatigue-basketballs-three-pointers-global-investigative-journalism-network/
[1] https://dataconomy.com/2020/12/data-driven-journalism-ai-ethics-deep-fakes/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://twitter.com/NateSilver538/status/1389027875077115906
[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/nytimes/status/1389203120304140293

Top URLs in Tweet in G4:
[2] https://www.ire.org/training/fellowships-and-scholarships/educator-of-color-scholarships/
[1] https://twitter.com/nhannahjones/status/1390410506922561536
[1] https://projects.propublica.org/graphics/ida-propublica-data-institute
[1] https://github.com/mtdukes/how-to
[1] https://twitter.com/ibwellssociety/status/1390380847644164107

Top URLs in Tweet in G5:
[5] https://twitter.com/grunerundjahr/status/1389503258390061056
[3] https://www.stern.de/panorama/gesellschaft/nannen-preis/nannen-preis-2021--zehnmal-herausragender-journalismus-in-der-kategorie--republik--30510578.html
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2Fumwelt%2F2021-05%2Fklimaschutzgesetz-klimaneutralitaet-paris-abkommen-klimaziele
[1] https://undark.org/2021/04/22/data-journalists-are-doing-science/
[1] https://github.com/untergeekDE/scrape-covid19/blob/master/berechne-notbremse.R
[1] https://www.eventbrite.de/o/33019069801
[1] https://twitter.com/dahilzen/status/1389572330268069890
[1] https://twitter.com/datenrobert/status/1389517159999713284

Top URLs in Tweet in G6:
[1] https://quillette.com/2021/05/03/when-journalism-blurs-into-activism-a-canadian-case-study/

Top URLs in Tweet in G7:
[2] https://twitter.com/datasonif/status/1387415127230713859
[2] https://www.tandfonline.com/doi/full/10.1080/17512786.2021.1922301?cookieSet=1
[2] https://twitter.com/mathias_felipe/status/1390355527524306949
[1] https://www.bbc.co.uk/programmes/m000vx2y
[1] https://www.aup.nl/en/book/9789462989511/the-data-journalism-handbook
[1] https://leanpub.com/DataJournalismHeist
[1] https://twitter.com/petesherlock79/status/1388161802278690820
[1] https://twitter.com/cunhadata/status/1388618427997245454
[1] https://twitter.com/Marielle_W_/status/1389898344349249538
[1] https://mariliagehrke.com/2021/05/04/moving-towards-transparency/

Top URLs in Tweet in G8:
[3] http://puntofisso.net/newsletter/
[1] https://docs.google.com/spreadsheets/d/1xyqbf16wzZSJM1LMCyLiXNBW0h5OIE3fW0W2VCzbkjw/edit#gid=0
[1] https://sigmaawards.org/fincen-files/
[1] https://rightscon.summit.tc/catalog/course/rightscon-online-2021
[1] https://sigmaawards.org/europes-covid-19-spending-spree-unmasked/

Top URLs in Tweet in G9:
[1] https://www.nytimes.com/2021/02/12/us/politics/julian-assange-extradition.html
[1] https://twitter.com/SecBlinken/status/1389113322478387201

Top URLs in Tweet in G10:
[2] https://datajournalism.com/
[2] https://twitter.com/Code4Africa/status/1389835555509350400
[1] https://ig.ft.com/coronavirus-global-data/?utm_content=buffer722f2&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://docs.google.com/presentation/d/e/2PACX-1vT5PgGefTYpRaJEw4dDcBM5baHbM2DbnPJk8xolq8X9wocaHLR1CVWxvz3_B8bs3ToqhrYnPInxU2_4/pub?start=false&loop=false&delayms=60000
[1] https://twitter.com/UnequalScenes/status/1389232907894411265
[1] https://data.europa.eu/
[1] https://data.europa.eu/en/impact-studies/use-cases?keywords=journalism&country=All®ion=All§or=All&type=All&items_per_page=10

Top Domains
Top Domains in Tweet in Entire Graph:
[202] twitter.com
[61] gijn.org
[40] datacenterfrontier.com
[25] medium.com
[22] verigazeteciligi.com
[17] sigmaawards.org
[17] rawstory.com
[14] watson.ch
[13] voxeurop.eu
[12] co.uk

Top Domains in Tweet in G1:
[44] gijn.org
[22] verigazeteciligi.com
[16] medium.com
[14] twitter.com
[13] voxeurop.eu
[7] dataphyte.com
[6] oxpeckers.org
[3] github.com
[2] bianet.org
[2] sigmaawards.org

Top Domains in Tweet in G2:
[57] twitter.com

Top Domains in Tweet in G3:
[33] twitter.com
[11] rawstory.com
[3] youtube.com
[2] google.com
[2] theguardian.com
[2] nabjcareers.org
[2] heise.de
[2] oraclecloud.com
[2] wordpress.com
[1] dataconomy.com

Top Domains in Tweet in G4:
[2] ire.org
[2] twitter.com
[1] propublica.org
[1] github.com

Top Domains in Tweet in G5:
[7] twitter.com
[3] stern.de
[1] zeit.de
[1] undark.org
[1] github.com
[1] eventbrite.de

Top Domains in Tweet in G6:
[1] quillette.com

Top Domains in Tweet in G7:
[8] twitter.com
[3] tandfonline.com
[2] helsinki.fi
[1] co.uk
[1] aup.nl
[1] leanpub.com
[1] mariliagehrke.com
[1] sigmaawards.org

Top Domains in Tweet in G8:
[3] puntofisso.net
[2] sigmaawards.org
[1] google.com
[1] summit.tc

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

Top Domains in Tweet in G10:
[3] twitter.com
[2] datajournalism.com
[2] europa.eu
[1] ft.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[373] ddj
[93] data
[81] journalism
[68] nannenpreis
[35] datacenter
[31] datajournalism
[29] dataviz
[29] ijournoafrica
[26] worldpressfreedomday
[20] cloud



Top Hashtags in Tweet in G1:
[136] ddj
[14] sigmas21
[14] datajournalism
[12] rstats
[12] ue
[8] wildeye
[7] data
[7] journalism
[7] bigtobacco
[6] tidyverse

Top Hashtags in Tweet in G3:
[14] ddj
[4] journalism
[2] dj
[2] edm
[2] data
[1] pioneer
[1] 宮崎
[1] gameneverover
[1] lavidéodulundi
[1] gaming

Top Hashtags in Tweet in G5:
[51] nannenpreis
[49] ddj
[11] shortlist
[11] republik
[5] corona
[3] opendata
[3] geodaten
[2] teamr
[2] datensatz
[1] coronadaten

Top Hashtags in Tweet in G7:
[28] ddj
[11] collaborativejournalism
[4] ddjbr
[4] jornalismocolaborativo
[2] bcujournos
[1] journalism
[1] training
[1] monitoring
[1] futureofmedia
[1] brazilianstudies

Top Hashtags in Tweet in G8:
[16] worldpressfreedomday
[4] ddj
[4] opendata
[3] dataviz
[3] newsletter
[3] journalism
[2] data
[1] datavis
[1] datajournalism
[1] ai

Top Hashtags in Tweet in G10:
[25] data
[9] gddf2021
[8] ddj
[8] worldpressfreedomday
[6] drones
[2] datajournalism
[1] covid19
[1] dataviz
[1] disinfo
[1] osint

Top Words
Top Words in Tweet in Entire Graph:
[1533] data
[1087] journalism
[373] #ddj
[153] learn
[142] experience
[136] necessary
[135] previous
[133] commitment
[133] desire
[131] nhannahjones

Top Words in Tweet in G1:
[136] #ddj
[101] data
[72] gijn
[60] journalism
[56] 10
[50] sigmaawards
[35] top
[35] shortlist
[34] awards
[34] wildeye_news

Top Words in Tweet in G2:
[125] data
[125] journalism
[123] previous
[123] experience
[123] necessary
[123] commitment
[123] desire
[123] learn
[122] nhannahjones
[2] great

Top Words in Tweet in G3:
[121] data
[108] journalism
[17] story
[14] #ddj
[13] years
[12] raw
[11] celebrating
[11] 17
[11] independent
[9] more

Top Words in Tweet in G4:
[97] data
[71] ibwellssociety
[71] institute
[71] strives
[71] bring
[71] journalists
[71] broad
[71] array
[71] social
[71] ethnic

Top Words in Tweet in G5:
[51] #nannenpreis
[49] #ddj
[29] die
[21] zeichen
[20] starkes
[20] datenteams
[19] juliustroeger
[19] shortlist
[18] innen
[18] redaktionen

Top Words in Tweet in G6:
[103] data
[51] quillette
[51] contained
[51] article
[51] rigorously
[51] fact
[51] checked
[51] reporting
[51] way
[51] calculated

Top Words in Tweet in G7:
[65] data
[46] journalism
[28] #ddj
[18] mathias_felipe
[18] luciamesquita
[15] paulbradshaw
[13] conference
[12] automation
[12] driven
[12] share

Top Words in Tweet in G8:
[43] media
[33] 100
[30] buzzfeednews
[28] icijorg
[27] fincen
[27] files
[27] investigation
[27] partners
[27] around
[27] globe

Top Words in Tweet in G9:
[31] data
[29] ggreenwald
[23] stolen
[23] personal
[22] admitting
[22] receiving
[22] processing
[22] quite
[22] illegal
[21] system11b

Top Words in Tweet in G10:
[32] datajournalism
[27] journalism
[25] digitaleu
[25] interested
[25] upgrading
[25] #data
[25] skills
[25] offers
[25] free
[25] podcasts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[451] data,journalism
[133] previous,data
[133] data,experience
[133] experience,necessary
[133] necessary,commitment
[133] commitment,journalism
[133] journalism,desire
[133] desire,learn
[131] nhannahjones,previous
[78] data,institute

Top Word Pairs in Tweet in G1:
[43] data,journalism
[26] top,10
[26] 10,#ddj
[19] journalism,awards
[17] в,топ
[17] топ,10
[17] #ddj,gijn
[15] sigmaawards,shortlist
[14] gijn,рус
[14] рус,co

Top Word Pairs in Tweet in G2:
[123] previous,data
[123] data,experience
[123] experience,necessary
[123] necessary,commitment
[123] commitment,journalism
[123] journalism,desire
[123] desire,learn
[122] nhannahjones,previous
[2] great,opportunity
[2] opportunity,those

Top Word Pairs in Tweet in G3:
[38] data,journalism
[11] raw,story
[11] story,celebrating
[11] celebrating,17
[11] 17,years
[11] years,independent
[11] independent,journalism
[6] data,driven
[6] leaked,data
[6] data,reveals

Top Word Pairs in Tweet in G4:
[71] data,institute
[71] institute,strives
[71] strives,bring
[71] bring,journalists
[71] journalists,broad
[71] broad,array
[71] array,social
[71] social,ethnic
[71] ethnic,economic
[71] economic,backgrounds

Top Word Pairs in Tweet in G5:
[20] starkes,zeichen
[17] zeichen,datenteams
[17] datenteams,mehreren
[17] mehreren,redaktionen
[17] redaktionen,stehen
[17] stehen,gemeinsam
[17] gemeinsam,#nannenpreis
[17] #nannenpreis,shortlist
[16] juliustroeger,starkes
[16] shortlist,corona

Top Word Pairs in Tweet in G6:
[51] data,contained
[51] contained,article
[51] article,rigorously
[51] rigorously,fact
[51] fact,checked
[51] checked,reporting
[51] reporting,data
[51] data,way
[50] quillette,data
[49] way,calculated

Top Word Pairs in Tweet in G7:
[32] data,journalism
[13] mathias_felipe,luciamesquita
[12] automation,data
[12] data,driven
[12] driven,journalism
[11] conference,automation
[11] luciamesquita,delighted
[11] delighted,share
[11] share,study
[11] study,#ddj

Top Word Pairs in Tweet in G8:
[27] fincen,files
[27] files,investigation
[27] investigation,icijorg
[27] icijorg,buzzfeednews
[27] buzzfeednews,100
[27] 100,media
[27] media,partners
[27] partners,around
[27] around,globe
[26] michaelwhudson,fincen

Top Word Pairs in Tweet in G9:
[23] personal,data
[22] ggreenwald,admitting
[22] admitting,receiving
[22] receiving,processing
[22] processing,stolen
[22] stolen,personal
[22] data,quite
[22] quite,illegal
[21] system11b,ggreenwald
[21] illegal,remember

Top Word Pairs in Tweet in G10:
[25] interested,upgrading
[25] upgrading,#data
[25] #data,journalism
[25] journalism,skills
[25] skills,datajournalism
[25] datajournalism,offers
[25] offers,free
[25] free,podcasts
[25] podcasts,courses
[25] courses,handbooks

Top Replied-To
Top Replied-To in Entire Graph:
@ggreenwald
@camanpour
@alexberenson
@burntoutcase
@ani
@tavleen_singh
@jburnmurdoch
@naomirwolf
@freedom_ish
@mathias_felipe

Top Replied-To in G1:
@alexberenson
@zxcv51008646
@sigmaawards
@carlosdelrio7
@haddadme

Top Replied-To in G5:
@_stk
@msi_bw

Top Replied-To in G6:
@quillette

Top Replied-To in G7:
@mathias_felipe
@davidbartlett1

Top Replied-To in G9:
@ggreenwald
@freedom_ish
@papaglider
@naomibrockwell
@stngla

Top Replied-To in G10:
@code4africa

Top Mentioned
Top Mentioned in Entire Graph:
@nhannahjones
@ibwellssociety
@gijn
@ijournoafrica
@sigmaawards
@quillette
@miss_greyhat
@datajournalism
@wildeye_news
@buzzfeednews

Top Mentioned in G1:
@gijn
@sigmaawards
@wildeye_news
@edjnet
@balkanscaucasus
@dagmedyaveri
@remmyalex
@smfrogers
@maid_marianne
@kuangkeng

Top Mentioned in G2:
@nhannahjones
@darnell_moses

Top Mentioned in G3:

Top Mentioned in G4:
@ibwellssociety
@nhannahjones
@ire_nicar
@mtdukes
@cuny
@qctoday
@gc_cuny
@cunybmi
@asian_authors

Top Mentioned in G5:
@juliustroeger
@chelm
@huwendiek
@janeggers
@halukamb
@schmdjhnnsn
@the_claus
@journocode
@jangeorgplavec
@rki_de

Top Mentioned in G6:
@quillette

Top Mentioned in G7:
@luciamesquita
@mathias_felipe
@paulbradshaw
@marielle_w_
@bcujournalism
@barniechoudhury
@petesherlock79
@oliviajlawlor
@f_l_o_u_r_i_s_h
@sigmaawards

Top Mentioned in G8:
@buzzfeednews
@icijorg
@michaelwhudson
@rightscon
@icijo
@qofsollazzo
@jsvine
@puntofisso
@gavinfreeguard
@sophiewarnes

Top Mentioned in G9:
@ggreenwald
@system11b
@diogeneslamp0
@kbarrettbilali
@freedomofpress
@litthom
@micahflee
@breenewsome
@snowden
@parkermolloy

Top Mentioned in G10:
@datajournalism
@digitaleu
@justinarenstein
@allan_cheboi
@code4africa
@unequalscenes
@eu_opendata
@ftdata
@rightscon
@icijo

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@cybersec_feeds
@chidambara09
@freiewelteu
@bannerite
@world_news_eng
@indiatoday
@kak089
@aldoceccarelli
@jjj5819

Top Tweeters in G1:
@reuters
@guardian
@kemaaayyyy
@dataaugmented
@bbcnews
@nytimes
@washingtonpost
@bquest_shipsco_
@conjja
@vedatsamur

Top Tweeters in G2:
@wise_diva
@carriesweet2017
@valsadie
@amsmadwoman
@kane007
@laurahennesse11
@gastropoda
@joyfullyreviewd
@lbrass3
@social_seer

Top Tweeters in G3:
@freiewelteu
@twihusband
@freshers_home
@drkassandrapari
@alexanotherone
@hermioneishere
@eagerbeavertech
@ramkumarchari
@kathryn24498120
@prajnamu

Top Tweeters in G4:
@aldoceccarelli
@jjj5819
@sfdirewolf
@janeinak
@jmrbux2
@callum_mac55
@jentrification
@elliftaka
@chrisjlmcdonald
@commandr_nchief

Top Tweeters in G5:
@zdfheute
@blackspear
@_stk
@mpoessel
@raadarde
@new_reads
@miskaknapek
@sbamueller
@medienwandler
@jsw_julia

Top Tweeters in G6:
@nickatnight128
@harv056
@moragis_
@eamorris_
@craig_s_bell
@flockymagocky
@marvajudd
@absaks
@struth92701547
@besenberg

Top Tweeters in G7:
@lanacion
@cambslive
@snurb_dot_info
@paulbradshaw
@lylebignon
@rasmus_kleis
@dianekemp1
@twallack
@kath_torney
@thedssourav

Top Tweeters in G8:
@jhamby
@youranonriots
@tummler10
@lizl_genealogy
@franksowa1
@bizthebuz
@mojamesapted
@buzzfeednews
@chpsre
@walldo

Top Tweeters in G9:
@rmack2x
@2020smiles
@diogeneslamp0
@kirkturner777
@yolo17453925
@ggreenwald
@mm_305
@shellsbells1861
@litthom
@jboningtonjag

Top Tweeters in G10:
@rdsweb
@margymaclibrary
@hostinfonet
@tp2x
@marianatrobosky
@enywaru
@stella_vaskoudi
@digitaleu
@chrisroper
@veganadeguardia