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infoviz OR infovis_2020-11-19_17-49-45.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3fiweTC
@infovis_
@jcarlosjramirez
@centro_news
@infovanguardia
@idcomunicacion_
@pulitzercenter
@jzarracina
@_vivngo
@inari_ta
@lndata

Top hashtags:
#infovis2020
#dataviz
#infovis
#covid19
#visualanalytics

Description:
Description
The graph represents a network of 271 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 01:50 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 19-hour, 6-minute period from Friday, 06 November 2020 at 03:22 UTC to Wednesday, 18 November 2020 at 22:29 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 : 271
Unique Edges : 404
Edges With Duplicates : 1842
Total Edges : 2246
Number of Edge Types : 5
Retweet : 439
MentionsInRetweet : 1003
Mentions : 678
Replies to : 44
Tweet : 82
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.0998463901689708
Reciprocated Edge Ratio : 0.181564245810056
Connected Components : 29
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 181
Maximum Edges in a Connected Component : 2075
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.323317
Graph Density : 0.00978543118764521
Modularity : 0.169285
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 271 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 01:50 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 19-hour, 6-minute period from Friday, 06 November 2020 at 03:22 UTC to Wednesday, 18 November 2020 at 22:29 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 : infoviz OR infovis
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:
[31] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[9] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[8] https://www.youtube.com/watch?v=kjt21qGhSuA

[6] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaCS-CQ_JttY&q=EgS4SO-bGIr5zf0FIhkA8aeDSxvU9NiYEkWF8anWL-DO8k2IiwmpMgFy
[5] https://community.visualdatatools.com/datagraph/category/webinar/
[4] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=emb_title

[4] https://twitter.com/INFOVIS_/status/1326919494049165314
[3] https://twitter.com/INFOVIS_/status/1324600211440717825
[3] https://infovis.sei.ba.gov.br/demografia/
[2] https://twitter.com/INFOVIS_/status/1326950546453000195

Top URLs in Tweet in G1:
[17] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[5] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaCS-CQ_JttY&q=EgS4SO-bGIr5zf0FIhkA8aeDSxvU9NiYEkWF8anWL-DO8k2IiwmpMgFy
[2] https://www.youtube.com/watch?v=iGGW-obaLpY&feature=youtu.be

[2] https://www.youtube.com/watch?v=N4VTkZiNfDg

[2] https://twitter.com/INFOVIS_/status/1326252102033829893
[2] https://twitter.com/INFOVIS_/status/1326919494049165314
[2] https://ft.trib.al/vpwIQWO
[2] https://twitter.com/INFOVIS_/status/1324600211440717825
[1] https://www.lanacion.com.ar/economia/industria-construccion-septiembre-indec-nid2500992

Top URLs in Tweet in G2:
[4] https://www.youtube.com/watch?v=kjt21qGhSuA

[2] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaCS-CQ_JttY&q=EgS4SO-bGIr5zf0FIhkA8aeDSxvU9NiYEkWF8anWL-DO8k2IiwmpMgFy
[2] https://twitter.com/HablaInfografia/status/1326951945718935553
[1] https://twitter.com/infovis_/status/1326709263796854784
[1] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[1] https://www.youtube.com/watch?v=xUgdHMXd3ho&feature=youtu.be

[1] https://twitter.com/infovis_/status/1326710281741856768
[1] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=emb_title

[1] https://bit.ly/35pe1Aq

Top URLs in Tweet in G3:
[12] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[3] https://www.youtube.com/watch?v=kjt21qGhSuA

[3] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[2] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=emb_title

[2] https://twitter.com/INFOVIS_/status/1327293358088331266
[2] https://twitter.com/INFOVIS_/status/1326919494049165314
[1] https://www.pscp.tv/w/cnwCBjFQWEVkbVBsbExvUWV8MXZBeFJ3YWtWYk5LbOV2ilQgqZGxO-D9sOVNew5tXnU0adZo4r4y9_RD7uAx
[1] https://www.pscp.tv/w/cn6zKTFQWEVkbVBsbExvUWV8MW5BS0VMbXdtbEF4TLZJO5HR5rLZOFU83_Ath1pO3PcQ5XsX95bejRaHkOVr
[1] https://www3.centro.edu.mx/Posgrados/visualizacion-de-datos.html?utm_medium=org%C3%A1nico&utm_source=live&utm_campaign=infovis&utm_term=000021&utm_content=live
[1] https://www.pscp.tv/w/cn1ThzFQWEVkbVBsbExvUWV8MXlOR2FXcnJBYlh4as6JmBy753M3Ix6OMSeXzc3vHwm9KwV75fBknbyd9Uz2

Top URLs in Tweet in G4:
[1] https://twitter.com/INFOVIS_/status/1326919559400591366
[1] https://www.lanacion.com.ar/2350330
[1] https://www.lanacion.com.ar/economia/industria-construccion-septiembre-indec-nid2500992
[1] https://twitter.com/INFOVIS_/status/1325219720107319297

Top URLs in Tweet in G6:
[1] https://www.weblyzard.com/us-election-2020-web-monitor/
[1] https://weblyzard.com/us-election-2020-web-monitor
[1] https://weblyzard.com/geographic-map

Top URLs in Tweet in G7:
[5] https://community.visualdatatools.com/datagraph/category/webinar/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fat-the-intersection-of-geography-data-science-5cd065e7bf22%3Fsource%3Dsocial.tw
[2] https://twitter.com/rfriedman22/status/1326211470762373121
[1] https://medium.com/nightingale/visualizing-indias-public-health-infrastructure-bbc91dfac1a4?source=social.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F3-questions-you-must-ask-yourself-before-visualizing-any-data-set-85df509c81fc%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fexploratory-data-analysis-eda-on-satellite-imagery-using-earthpy-c0e186fe4293%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fvisualising-economic-data-using-plotly-a07f96f58160%3Fsource%3Dsocial.tw
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] https://link.medium.com/PuXdKLGKibb
[1] https://www.linkedin.com/slink?code=dzp_hsD

Top URLs in Tweet in G8:
[1] https://twitter.com/BettinaForget/status/1324139878666391555
[1] https://twitter.com/chey_cobb/status/1324741908862771201
[1] https://twitter.com/raykwong/status/1324330586215911426
[1] https://bahia.ba/politica/sei-disponibiliza-informacoes-sobre-o-perfil-do-eleitorado-baiano-no-portal-infovis-bahia/
[1] https://www.youtube.com/watch?v=kjt21qGhSuA&feature=youtu.be

[1] https://sherpa.blog/online-egitim/veri-gorsellestirme-teknikleri?utm_content=buffer65e3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[1] https://www.usatoday.com/in-depth/news/investigations/2020/11/11/coronavirus-death-pork-plants-meat-packing/6044754002/
[1] https://bit.ly/2Un8fcd

Top Domains
Top Domains in Tweet in Entire Graph:
[53] twitter.com
[35] youtube.com
[33] com.mx
[11] medium.com
[7] google.com
[6] trib.al
[5] visualdatatools.com
[3] usatoday.com
[3] linkedin.com
[3] pscp.tv

Top Domains in Tweet in G1:
[18] com.mx
[18] twitter.com
[15] youtube.com
[4] trib.al
[3] google.com
[2] bloomberg.com
[1] com.ar
[1] lavanguardia.com
[1] co.uk
[1] elpais.com

Top Domains in Tweet in G2:
[19] twitter.com
[8] youtube.com
[3] google.com
[2] com.mx
[2] usatoday.com
[1] bit.ly
[1] washingtonpost.com
[1] lavanguardia.com
[1] nyti.ms
[1] nytimes.com

Top Domains in Tweet in G3:
[13] com.mx
[10] youtube.com
[9] twitter.com
[3] pscp.tv
[2] wsj.com
[2] trib.al
[1] edu.mx
[1] google.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] com.ar

Top Domains in Tweet in G6:
[3] weblyzard.com

Top Domains in Tweet in G7:
[11] medium.com
[5] visualdatatools.com
[3] linkedin.com
[2] twitter.com
[1] geotests.net
[1] sciviscolor.org

Top Domains in Tweet in G8:
[3] twitter.com
[1] bahia.ba
[1] youtube.com
[1] sherpa.blog

Top Domains in Tweet in G10:
[1] usatoday.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] infovis2020
[53] dataviz
[43] infovis
[33] covid19
[30] visualanalytics
[24] videoconferencia
[17] visualizacióndedatos
[16] ieeevis
[14] siggraph
[14] ieeecga



Top Hashtags in Tweet in G1:
[67] infovis2020
[15] covid19
[13] videoconferencia
[11] infografia
[10] visualizaciondedatos
[9] creandocomunidad
[8] covid_19
[6] cdmx
[4] dataviz
[4] 30daymapchallenge

Top Hashtags in Tweet in G2:
[38] infovis2020
[8] dataviz
[6] covid19
[5] videoconferencia
[4] scrollytelling
[3] visualizacióndedatos
[2] cdmx
[2] tacodedataviz
[2] infografia
[1] diseñodeinformación

Top Hashtags in Tweet in G3:
[30] infovis2020
[10] visualizacióndedatos
[7] dataviz
[4] videoconferencia
[3] diseñodeinformación
[2] covid_19
[1] infovis
[1] cdmx
[1] scrollytelling
[1] covid19

Top Hashtags in Tweet in G4:
[3] infovis2020
[2] newsdesign
[2] videoconferencia
[1] covid_19
[1] todaysfrontpages
[1] election2020
[1] sndelect
[1] branddesign
[1] coronavirusenargentina
[1] infografía

Top Hashtags in Tweet in G5:
[11] covid19
[1] ecuador
[1] infoviz
[1] mapping

Top Hashtags in Tweet in G6:
[10] us2020
[7] twitter
[7] joebiden
[7] kamalaharris
[3] geomap
[2] infoviz
[1] webintelligence
[1] election2020
[1] datascience
[1] bidenharris2020

Top Hashtags in Tweet in G7:
[36] infovis
[33] dataviz
[30] visualanalytics
[14] siggraph
[14] ieeevis
[14] ieeecga
[13] albers_lucy
[12] durhamcountylib
[10] albersloc
[10] colourlovers

Top Hashtags in Tweet in G8:
[1] infovis
[1] infoviz
[1] dataviz
[1] help

Top Hashtags in Tweet in G9:
[1] ingenio
[1] sener

Top Words
Top Words in Tweet in Entire Graph:
[377] infovis_
[138] #infovis2020
[136] centro_news
[99] adolfux
[98] datos
[79] jzarracina
[79] inari_ta
[69] visualización
[64] chiquiesteban
[64] pierdas

Top Words in Tweet in G1:
[105] infovis_
[67] #infovis2020
[65] centro_news
[47] inari_ta
[38] adolfux
[36] datos
[32] bbcnewsgraphics
[28] jzarracina
[28] lndata
[28] usatgraphics

Top Words in Tweet in G2:
[148] infovis_
[38] #infovis2020
[37] adolfux
[32] centro_news
[30] jzarracina
[27] lazarogamio
[25] chiquiesteban
[21] gráficos
[21] mañana
[18] pierdas

Top Words in Tweet in G3:
[113] infovis_
[45] datos
[37] centro_news
[33] visualización
[30] #infovis2020
[27] información
[26] diseño
[24] adolfux
[21] congreso
[18] _vivngo

Top Words in Tweet in G4:
[9] infovis_
[9] usatgraphics
[8] jzarracina
[6] postgraphics
[5] snd
[5] wsjgraphics
[5] lndata
[4] lnpp_mx
[4] bbcnewsgraphics
[4] nytgraphics

Top Words in Tweet in G5:
[11] junto
[11] angiegomeza
[11] estaremos
[11] mostrando
[11] algunos
[11] análisis
[11] exceso
[11] mortalidad
[11] pandemia
[11] #covid19

Top Words in Tweet in G6:
[10] #us2020
[8] weblyzard
[7] race
[7] retrospect
[7] #twitter
[7] users
[7] react
[7] election
[7] win
[7] #joebiden

Top Words in Tweet in G7:
[36] #infovis
[33] #dataviz
[30] #visualanalytics
[14] #siggraph
[14] #ieeevis
[14] #ieeecga
[13] #albers_lucy
[13] color
[12] #durhamcountylib
[11] time

Top Words in Tweet in G8:
[4] infovis
[4] infoviz
[2] veri
[2] görselleştirme

Top Words in Tweet in G10:
[2] stayed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] centro_news,infovis_
[52] visualización,datos
[41] diseño,información
[33] congreso,diseño
[33] información,visualización
[32] covid,19
[32] #dataviz,#infovis
[30] pierdas,conferencia
[30] #infovis2020,centro_news
[29] #infovis2020,pierdas

Top Word Pairs in Tweet in G1:
[28] centro_news,infovis_
[17] #infovis2020,centro_news
[16] visualización,datos
[14] 14,noviembre
[13] pierdas,#videoconferencia
[13] wsjgraphics,postgraphics
[13] postgraphics,bbcnewsgraphics
[13] bbcnewsgraphics,lndata
[13] lndata,nytgraphics
[13] nytgraphics,usatgraphics

Top Word Pairs in Tweet in G2:
[12] centro_news,infovis_
[12] #infovis2020,pierdas
[11] visualización,datos
[10] adolfux,infovis_
[9] diseño,información
[9] jzarracina,infovis_
[9] gente,demanda
[9] infovis_,mañana
[9] pierdas,conferencia
[9] horas,gmt

Top Word Pairs in Tweet in G3:
[25] visualización,datos
[22] diseño,información
[16] congreso,diseño
[16] información,visualización
[12] centro_news,infovis_
[11] covid,19
[10] #infovis2020,pierdas
[10] pierdas,conferencia
[9] _vivngo,wsjgraphics
[8] infovis_,congreso

Top Word Pairs in Tweet in G4:
[5] wsjgraphics,postgraphics
[4] infovis_,lnpp_mx
[4] lnpp_mx,wsjgraphics
[4] postgraphics,bbcnewsgraphics
[4] bbcnewsgraphics,lndata
[4] lndata,nytgraphics
[4] nytgraphics,usatgraphics
[4] usatgraphics,scmpgraphics
[3] jzarracina,usatgraphics
[2] aligeidam,infovis_

Top Word Pairs in Tweet in G5:
[11] junto,angiegomeza
[11] angiegomeza,estaremos
[11] estaremos,mostrando
[11] mostrando,algunos
[11] algunos,análisis
[11] análisis,exceso
[11] exceso,mortalidad
[11] mortalidad,pandemia
[11] pandemia,#covid19
[10] temporalista,junto

Top Word Pairs in Tweet in G6:
[7] #us2020,race
[7] race,retrospect
[7] retrospect,#twitter
[7] #twitter,users
[7] users,react
[7] react,election
[7] election,win
[7] win,#joebiden
[7] #joebiden,#kamalaharris
[6] weblyzard,#us2020

Top Word Pairs in Tweet in G7:
[32] #dataviz,#infovis
[26] #infovis,#visualanalytics
[11] time,teal
[9] #albersloc,time
[7] #ieeecga,#durhamcountylib
[6] tdatascience,#dataviz
[6] #siggraph,#ieeevis
[6] #ieeevis,#ieeecga
[5] #siggraph,#ieeecga
[5] live,seminar

Top Word Pairs in Tweet in G8:
[2] veri,görselleştirme

Top Replied-To
Top Replied-To in Entire Graph:
@infovis_
@adolfux
@jcarlosjramirez
@chiquiesteban
@jzarracina
@tacosdedatos
@aligeidam
@hasselfallas
@mduhalde96
@lidia_plf

Top Replied-To in G1:
@adolfux
@tacosdedatos
@jcarlosjramirez
@bbcnewsgraphics
@lazarogamio
@chiquiesteban
@aligeidam
@fattori_dsgn
@maartenzam

Top Replied-To in G2:
@infovis_
@jzarracina
@hasselfallas
@jcarlosjramirez
@adolfux
@inari_ta
@mduhalde96
@tmarcoh
@snd
@prosumidorsoc

Top Replied-To in G4:
@infovis_
@chiquiesteban
@aligeidam

Top Mentioned
Top Mentioned in Entire Graph:
@infovis_
@centro_news
@adolfux
@inari_ta
@jzarracina
@chiquiesteban
@_vivngo
@lazarogamio
@usatgraphics
@wsjgraphics

Top Mentioned in G1:
@infovis_
@centro_news
@inari_ta
@adolfux
@bbcnewsgraphics
@jzarracina
@lndata
@usatgraphics
@wsjgraphics
@_vivngo

Top Mentioned in G2:
@infovis_
@adolfux
@centro_news
@lazarogamio
@jzarracina
@chiquiesteban
@_vivngo
@inari_ta
@scmpgraphics
@usatgraphics

Top Mentioned in G3:
@infovis_
@centro_news
@adolfux
@_vivngo
@inari_ta
@wsjgraphics
@lazarogamio
@chiquiesteban
@jzarracina
@usatgraphics

Top Mentioned in G4:
@usatgraphics
@jzarracina
@infovis_
@postgraphics
@wsjgraphics
@lndata
@snd
@lnpp_mx
@bbcnewsgraphics
@nytgraphics

Top Mentioned in G5:
@angiegomeza
@temporalista

Top Mentioned in G6:
@weblyzard
@jennagiesta
@webstandardat
@trendingtopicsa

Top Mentioned in G7:
@tdatascience
@datagraph
@datavizsociety
@cosmoduende
@tmrhyne
@vukosi
@sherwinwilliams
@visualanalytics

Top Mentioned in G9:
@lavanguardia
@alanjrgens2
@leyre_ley
@airbusspace
@cdtioficial
@esa_es
@intaespana
@arianespace

Top Mentioned in G10:
@usatoday
@jmitchellnews
@rachelaxon
@kylebagenstose
@kcrowebasspro
@skychadde

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@repubblica
@el_pais
@lavanguardia
@bbcnews
@viralvideovlogs
@nytimes
@elfinanciero_mx
@washingtonpost
@ecuabot

Top Tweeters in G1:
@el_pais
@viralvideovlogs
@majimeno
@ws
@nahj
@bbc
@liliasaul
@ccemx
@ejcnet
@ramiroaznar

Top Tweeters in G2:
@el_universal_mx
@nytimes
@elfinanciero_mx
@washingtonpost
@prosumidorsoc
@dogomoreno
@maartenzam
@uocuniversidad
@visualsportsmx
@uocinfocom

Top Tweeters in G3:
@wsj
@scmpnews
@inf
@axios
@natgeo
@newspaperworld
@columbia
@youtube
@cfpd_udgvirtual
@centro_news

Top Tweeters in G4:
@bbcnews
@lndata
@msalnacion
@bb
@landa23
@severianocg
@postgraphics
@snd
@mduhalde96
@jovisual

Top Tweeters in G5:
@ecuabot
@jabh44
@fbogeo
@temporalista
@roy_mendoza81
@vallecillo_aj
@angiegomeza
@giovannyvsec
@lovnat3think
@carlosserrano4

Top Tweeters in G6:
@datasciencebot_
@webstandardat
@jennagiesta
@trendingtopicsa
@adrianb82
@decarbonet
@weblyzard
@retv_eu
@ecoresearch
@asap_eu

Top Tweeters in G7:
@epuujee
@cosmoduende
@sthembete
@vukosi
@tdatascience
@tmrhyne
@sherwinwilliams
@datavizsociety
@datagraph
@visualanalytics

Top Tweeters in G8:
@pontoba
@ladysuzelle
@sn_fk_n
@adamhill
@seeminglee
@davidalameda
@sherpablog
@alspereira
@alex_is_code
@janoharia

Top Tweeters in G9:
@lavanguardia
@esa_es
@cdtioficial
@arianespace
@intaespana
@airbusspace
@leyre_ley
@infovanguardia
@alanjrgens2

Top Tweeters in G10:
@usatoday
@pulitzercenter
@jmitchellnews
@rachelaxon
@kcrowebasspro
@skychadde
@kylebagenstose


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