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dataviz (corona OR coronavirus OR covid OR covid-19 OR cov-2) Twitter NodeXL SNA Map and Report for (experimental version)
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From:
SMRFoundation
Uploaded on:
March 16, 2020
Short Description:
dataviz (corona OR coronavirus OR covid OR covid-19 OR cov-2) via NodeXL http://bit.ly/33nbmVh
@catchmeupid
@jburnmurdoch
@dashboarddr
@washingtonpost
@tableau
@johnshopkins
@nytimes
@jhusystems
@nazuchan
@ajizaan

Top hashtags:
#dataviz
#covid19
#coronavirus

Description:
Description
The graph represents a network of 6,932 Twitter users whose recent tweets contained "dataviz (corona OR coronavirus OR covid OR covid-19 OR cov-2)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 16 March 2020 at 09:50 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 54-minute period from Saturday, 07 March 2020 at 15:13 UTC to Monday, 16 March 2020 at 09:08 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 : 6932
Unique Edges : 7900
Edges With Duplicates : 462
Total Edges : 8362
Number of Edge Types : 5
MentionsInRetweet : 2286
Retweet : 4947
Tweet : 565
Mentions : 507
Replies to : 57
Self-Loops : 575
Reciprocated Vertex Pair Ratio : 0.00131250820317627
Reciprocated Edge Ratio : 0.00262157556691572
Connected Components : 424
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 5627
Maximum Edges in a Connected Component : 6990
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.282333
Graph Density : 0.000158786348628302
Modularity : 0.803799
NodeXL Version : 1.0.1.427
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223029
Data Import : The graph represents a network of 6,932 Twitter users whose recent tweets contained "dataviz (corona OR coronavirus OR covid OR covid-19 OR cov-2)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 16 March 2020 at 09:50 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 54-minute period from Saturday, 07 March 2020 at 15:13 UTC to Monday, 16 March 2020 at 09:08 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 : TwitterSearch
Graph Term : dataviz (corona OR coronavirus OR covid OR covid-19 OR cov-2)
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[224] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[50] https://www.nytimes.com/interactive/2020/world/asia/china-coronavirus-contain.html
[38] https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/
[36] https://multimedia.scmp.com/infographics/news/china/article/3047038/wuhan-virus/index.html?src=social
[35] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?tid=ss_tw
[33] http://www.thefunctionalart.com/2020/03/explaining-and-simulating-coronavirus.html
[27] https://www.futurehealth.live/blog/2020/2/22/selected-coronavirus-data-visualizations
[22] https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca
[18] https://www.datasciencecentral.com/profiles/blogs/the-case-for-open-data-for-ai-in-the-fight-against-covid-19
[17] https://trends.google.com/trends/story/US_cu_4Rjdh3ABAABMHM_en

Top URLs in Tweet in G1:
[4] https://catchmeup.id/2020/03/analisis-penyebaran-virus-corona/
[1] https://catchmeup.id/2020/03/daftar-137-rumah-sakit-rujukan-untuk-virus-corona-di-34-provinsi/
[1] https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca
[1] https://threadreaderapp.com/thread/1238252260842524672.html
[1] https://www.nytimes.com/interactive/20
[1] https://threadreaderapp.com/thread/1223664994371289092.html
[1] https://twitter.com/catchmeupid/status/1238252260842524672

Top URLs in Tweet in G2:
[3] https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441
[2] https://visokio.com/covid-19/
[1] https://twitter.com/jburnmurdoch/status/1237737352879112194
[1] https://twitter.com/jburnmurdoch/status/1239276487062233089
[1] https://twitter.com/iloaguiar/status/1236930554056052738
[1] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?fbclid=IwAR1j01bDBBjw8ZFYjA9_-Uq72Faka8kbmwjc3O7DQcZbq3ajksytcT4T984
[1] https://www.visualcapitalist.com/history-of-pandemics-deadliest/
[1] https://coronavirus.jhu.edu/map.html
[1] https://twitter.com/LGmarangon/status/1237522603733954561
[1] https://oregoneconomicanalysis.com/2020/03/09/covid-19-social-distancing-isolation-and-the-workforce/

Top URLs in Tweet in G3:
[31] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[8] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?tid=ss_tw
[2] https://www.washingtonpost.com/world/2020/03/13/how-countries-around-world-have-tried-contain-coronavirus/
[2] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?itid=hp_hp-banner-low_virus-simulator520pm%3Ahomepage%2Fstory-ans
[2] https://blogs.sas.com/content/graphicallyspeaking/2020/02/03/improving-the-wuhan-coronavirus-dashboard/
[1] https://dinfografia.wordpress.com/2020/03/15/visualising-pandemics-between-1660-1920-10-good-examples/
[1] https://medium.com/nightingale/ten-considerations-before-you-create-another-chart-about-covid-19-27d3bd691be8
[1] https://elpais.com/sociedad/2020/03/12/actualidad/1584000830_523359.html?fbclid=IwAR1qmwwDlkF35Pl-4rlEokSQApoqncl6BUbigBs3mfbOQSEyKPFltocgsL8
[1] https://my.visme.co/view/g7zpvjmo-corona-virus-myths-2
[1] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?fbclid=IwAR1a-XvpPHONfTPml7Fk5MBj5HpdDKyad0koQ-VeSMbtxCOaszIJWAqXh2s&utm_campaign=wp_main&utm_medium=social&utm_source=facebook

Top URLs in Tweet in G4:
[5] https://netzpolitik.org/2020/so-veranschaulichen-datenjournalistinnen-das-coronavirus/
[5] https://public.tableau.com/profile/targa#!/vizhome/Codid19Tunisie/SuiviCovidTunisie
[5] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[4] https://projekte.sueddeutsche.de/artikel/wissen/coronavirus-die-wucht-der-grossen-zahl-e575082/
[2] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?tid=ss_tw
[2] https://www.tableau.com/covid-19-coronavirus-data-resources
[2] https://twitter.com/infobeautiful/status/1237133641068826624
[2] https://public.tableau.com/profile/amarsingh#!/vizhome/COVID-19_15835276102670/COVID-19
[1] https://atlo.team/koronamonitor/
[1] https://public.tableau.com/profile/ian.hilgart.martiszus#!/vizhome/UnitedStatesICUvsCoronavirusCOVID-19/Dashboard1

Top URLs in Tweet in G5:
[48] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[33] http://www.thefunctionalart.com/2020/03/explaining-and-simulating-coronavirus.html
[6] https://mailchi.mp/tuvalabs/free-access-to-tuva-premium-to-support-teaching-learning-during-the-covid-19-crisis-3852601?e=871ca96bf0
[5] https://link.medium.com/n9hfaJ5jM4
[5] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?tid=ss_tw
[5] https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/
[4] https://medium.com/nightingale/ten-considerations-before-you-create-another-chart-about-covid-19-27d3bd691be8
[3] https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fthe-corona-map-visualizing-the-pandemic-fc436f175dff
[2] https://www.esri.com/arcgis-blog/products/product/mapping/mapping-coronavirus-responsibly/

Top URLs in Tweet in G6:
[43] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[11] https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/
[9] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?tid=ss_tw
[5] https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[4] https://nextstrain.org/ncov
[4] https://github.com/CSSEGISandData/COVID-19
[4] https://twitter.com/jburnmurdoch/status/1237748598051409921
[3] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[3] https://graphics.reuters.com/CHINA-HEALTH-SOUTHKOREA-CLUSTERS/0100B5G33SB/index.html
[3] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?utm_campaign=wp_main&utm_medium=social&utm_source=facebook

Top URLs in Tweet in G7:
[7] https://www.nytimes.com/interactive/2020/03/15/business/economy/coronavirus-worker-risk.html
[2] https://avatorl.org/covid-19/?fbclid=IwAR1kJuh2PTtQqL02xkFBNB4Mxe2hEbfW2eu1jmovFMODg2hmT8aC7vEUKfY
[1] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[1] https://twitter.com/LazaroGamio/status/1239156493095776256
[1] https://www.datasciencecentral.com/profiles/blogs/the-case-for-open-data-for-ai-in-the-fight-against-covid-19
[1] https://www.wired.it/scienza/medicina/2020/03/11/nuovi-grafici-epidemia-coronavirus-covid-19-italia/
[1] https://www.nytimes.com/interactive/2020/03/11/science/how-coronavirus-hijacks-your-cells.html?referringSource=articleShare
[1] https://www.nytimes.com/interactive/2020/02/21/business/coronavirus-airline-travel.html
[1] https://systems.jhu.edu/research/public-health/ncov/
[1] https://www.youtube.com/watch?v=3RQBtA4dK9s


Top URLs in Tweet in G8:
[1] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/

Top URLs in Tweet in G9:
[1] https://www.statista.com/statistics/1102777/south-korea-covid-19-daily-new-cases/
[1] https://www.reddit.com/r/dataisbeautiful/comments/fgbbhy/oc_transmission_of_covid19_by_first_case_in_a/
[1] https://www.reddit.com/r/dataisbeautiful/comments/fgmwfv/oc_covid19_top_25_countries_by_confirmed_cases/

Top URLs in Tweet in G10:
[27] https://www.futurehealth.live/blog/2020/2/22/selected-coronavirus-data-visualizations
[15] https://rpubs.com/rdwinkelman/covid19_us_spread_gif
[14] https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/
[5] https://www.futurehealth.live/blog/2020/2/10/coronavirus-dataviz-sucks
[3] https://www.futurehealth.live/blog/2020/3/11/coronavirus-reporting-examples-from-the-new-york-times-of-what-not-to-do
[2] https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441
[2] https://joel-selanikio-w39r.squarespace.com/blog/2020/2/22/selected-coronavirus-data-visualizations
[1] https://twitter.com/AyannaPressley/status/1239251423797243905
[1] https://coronavirus.jhu.edu/map.html
[1] https://www.arcgis.com/apps/opsdashboard/index.html#/85320e2ea5424dfaaa75ae62e5c06e61

Top Domains
Top Domains in Tweet in Entire Graph:
[297] washingtonpost.com
[111] twitter.com
[82] nytimes.com
[57] scmp.com
[49] medium.com
[40] dy.si
[40] informationisbeautiful.net
[38] futurehealth.live
[34] thefunctionalart.com
[33] reddit.com

Top Domains in Tweet in G1:
[5] catchmeup.id
[2] threadreaderapp.com
[1] medium.com
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[4] twitter.com
[3] ft.com
[2] visokio.com
[1] washingtonpost.com
[1] visualcapitalist.com
[1] jhu.edu
[1] oregoneconomicanalysis.com
[1] nickgeidner.com

Top Domains in Tweet in G3:
[49] washingtonpost.com
[3] elpais.com
[3] twitter.com
[2] sas.com
[1] wordpress.com
[1] medium.com
[1] visme.co
[1] visualcapitalist.com
[1] nbcnews.com
[1] observablehq.com

Top Domains in Tweet in G4:
[12] tableau.com
[8] twitter.com
[8] washingtonpost.com
[5] netzpolitik.org
[4] sueddeutsche.de
[4] linkedin.com
[2] medium.com
[2] kaggle.com
[1] atlo.team
[1] nytimes.com

Top Domains in Tweet in G5:
[55] washingtonpost.com
[34] thefunctionalart.com
[19] medium.com
[16] twitter.com
[6] mailchi.mp
[6] informationisbeautiful.net
[4] esri.com
[3] typepad.com
[2] theverge.com
[2] nytimes.com

Top Domains in Tweet in G6:
[64] washingtonpost.com
[32] twitter.com
[32] dy.si
[12] informationisbeautiful.net
[11] arcgis.com
[7] sas.com
[6] github.com
[4] nextstrain.org
[4] medium.com
[4] linkedin.com

Top Domains in Tweet in G7:
[10] nytimes.com
[2] avatorl.org
[1] washingtonpost.com
[1] twitter.com
[1] datasciencecentral.com
[1] wired.it
[1] jhu.edu
[1] youtube.com
[1] infocamere.it

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

Top Domains in Tweet in G9:
[2] reddit.com
[1] statista.com

Top Domains in Tweet in G10:
[37] futurehealth.live
[15] rpubs.com
[14] informationisbeautiful.net
[3] twitter.com
[2] ft.com
[2] jhu.edu
[2] squarespace.com
[1] arcgis.com
[1] lnkd.in
[1] powerbi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2915] dataviz
[1110] covid19
[1029] coronavirus
[119] covidー19
[118] covid_19
[98] covid2019
[81] vaud
[81] tessin
[68] datascience
[62] rstats



Top Hashtags in Tweet in G1:
[1] covid19
[1] coronavirus
[1] dataviz

Top Hashtags in Tweet in G2:
[977] dataviz
[6] covid19
[4] coronavirus
[3] ddj
[3] coronavirusoutbreak
[2] flattenthecurve
[1] transparency
[1] science
[1] covidー19
[1] gistribe

Top Hashtags in Tweet in G3:
[436] dataviz
[317] covid19
[35] coronavirus
[30] covidー19
[9] flattenthecurve
[8] scicomm
[7] socialdistancing
[7] datavisualization
[6] ux
[4] ddj

Top Hashtags in Tweet in G4:
[192] covid19
[71] dataviz
[46] coronavirus
[14] covidー19
[10] ddj
[9] tableau
[6] publichealth
[6] virus
[5] tunisie
[5] tunisia

Top Hashtags in Tweet in G5:
[160] dataviz
[50] covid19
[46] coronavirus
[12] covid_19
[7] ddj
[6] socialdistancing
[6] coronaviruspandemic
[5] datavisualization
[4] covidー19
[4] maps

Top Hashtags in Tweet in G6:
[217] dataviz
[104] coronavirus
[60] covid19
[19] covidー19
[15] covid_19
[12] datavisualization
[11] data
[8] covid2019
[7] covid
[7] socialdistancing

Top Hashtags in Tweet in G7:
[26] coronavirus
[19] dataviz
[18] turismo
[10] covid19
[4] datascience
[2] datavisualization
[2] covid
[1] visualthinking
[1] artificialintelligence
[1] bi

Top Hashtags in Tweet in G9:
[17] dataviz
[13] covid2019
[4] covid19
[1] southkorea

Top Hashtags in Tweet in G10:
[128] coronavirus
[102] covid19
[60] dataviz
[45] covid2019
[29] epidemiology
[29] publichealth
[4] journalism
[3] datajournalism
[3] italy
[3] globalhealth

Top Words
Top Words in Tweet in Entire Graph:
[5392] Words in Sentiment List#1: Positive
[6043] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[220780] Non-categorized Words
[232215] Total Words
[6303] #dataviz
[4665] kita
[4618] ini
[4615] ada
[4612] harus

Top Words in Tweet in G1:
[4653] kita
[4606] ini
[4603] ada
[4600] harus
[2605] dataviz
[2544] yg
[2544] banget
[2357] corona
[2352] virus
[2306] catchers

Top Words in Tweet in G2:
[1924] log
[990] #dataviz
[970] coronavirus
[966] virus
[965] track
[963] specialist
[963] spreads
[963] spread
[962] epidemiologist
[962] thoughts

Top Words in Tweet in G3:
[477] #dataviz
[435] washingtonpost
[323] #covid19
[321] spread
[318] social
[312] distancing
[297] quarantine
[292] vs
[291] disease
[290] incredible

Top Words in Tweet in G4:
[257] #dataviz
[194] #covid19
[181] article
[179] tableau
[176] public
[173] communicate
[173] johnshopkins
[173] making
[173] datasets
[172] stakes

Top Words in Tweet in G5:
[263] #dataviz
[98] coronavirus
[79] #ddj
[71] #coronavirus
[64] visualization
[63] #covid19
[58] harry_stevens
[47] design
[47] abmakulec
[46] #infographics

Top Words in Tweet in G6:
[219] #dataviz
[105] #coronavirus
[61] #covid19
[53] coronavirus
[38] cases
[32] data
[30] 19
[30] spread
[30] dataviz
[26] covid

Top Words in Tweet in G7:
[230] guessed
[230] both
[127] nytimes
[126] risk
[125] greatest
[125] coronavirus
[121] dataviz
[116] profession
[115] tonight
[115] asked

Top Words in Tweet in G8:
[134] simulations
[134] piece
[134] provide
[134] extraordinarily
[134] useful
[134] intuition
[134] logic
[134] social
[134] distancing
[134] one

Top Words in Tweet in G9:
[139] #dataviz
[136] source
[136] #covid19
[114] rate
[114] infections
[114] korea
[114] korean
[114] model
[114] working
[114] world

Top Words in Tweet in G10:
[146] #coronavirus
[145] #covid19
[123] #dataviz
[65] #publichealth
[48] #epidemiology
[46] cases
[46] #covid2019
[42] jhusystems
[42] world
[40] coronavirus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2448] #coronavirus,#dataviz
[2309] pagi,catchers
[2309] catchers,seperti
[2309] seperti,biasa
[2309] biasa,tiap
[2309] tiap,jumat
[2309] jumat,ada
[2309] ada,dataviz
[2309] dataviz,kali
[2309] kali,ini

Top Word Pairs in Tweet in G1:
[2303] pagi,catchers
[2303] catchers,seperti
[2303] seperti,biasa
[2303] biasa,tiap
[2303] tiap,jumat
[2303] jumat,ada
[2303] ada,dataviz
[2303] dataviz,kali
[2303] kali,ini
[2303] ini,kita

Top Word Pairs in Tweet in G2:
[963] #dataviz,specialist
[962] epidemiologist,#dataviz
[962] specialist,thoughts
[962] thoughts,coronavirus
[962] coronavirus,log
[962] log,scales
[962] scales,initial
[962] initial,outbreak
[962] outbreak,phase
[962] phase,virus

Top Word Pairs in Tweet in G3:
[358] #dataviz,washingtonpost
[312] social,distancing
[301] washingtonpost,#covid19
[290] incredible,#dataviz
[290] #covid19,quarantine
[290] quarantine,vs
[290] vs,social
[290] distancing,policies
[290] policies,impact
[290] impact,disease

Top Word Pairs in Tweet in G4:
[173] communicate,#covid19
[172] stakes,high
[172] high,around
[172] around,communicate
[172] #covid19,epidemic
[172] epidemic,wider
[172] wider,public
[172] public,tableau
[172] tableau,johnshopkins
[172] johnshopkins,others

Top Word Pairs in Tweet in G5:
[46] #dataviz,#infographics
[46] #infographics,#ddj
[41] #dataviz,harry_stevens
[41] stuartathompson,nickkristof
[36] harry_stevens,viewed
[36] viewed,piece
[36] piece,washington
[36] washington,right
[36] right,5th
[36] 5th,ranking

Top Word Pairs in Tweet in G6:
[25] #dataviz,#coronavirus
[23] covid,19
[20] outbreak,#dataviz
[19] #coronavirus,dashboard
[19] dashboard,keep
[19] keep,updated
[19] updated,stats
[19] stats,global
[19] global,health
[19] health,outbreak

Top Word Pairs in Tweet in G7:
[115] tonight,asked
[115] asked,professions
[115] professions,greatest
[115] greatest,risk
[115] risk,contacting
[115] contacting,coronavirus
[115] coronavirus,guessed
[115] guessed,flight
[115] flight,attendants
[115] attendants,guessed

Top Word Pairs in Tweet in G8:
[134] simulations,piece
[134] piece,provide
[134] provide,extraordinarily
[134] extraordinarily,useful
[134] useful,intuition
[134] intuition,logic
[134] logic,social
[134] social,distancing
[134] distancing,one
[134] one,smartest

Top Word Pairs in Tweet in G9:
[114] rate,infections
[114] infections,korea
[114] korea,korean
[114] korean,model
[114] model,working
[114] working,world
[114] world,needs
[114] needs,learn
[114] learn,right
[114] right,realm

Top Word Pairs in Tweet in G10:
[47] #coronavirus,#covid19
[34] world,#coronavirus
[30] covid,19
[30] dataviz,evolution
[30] evolution,coronavirus
[30] coronavirus,world
[30] #covid19,#covid2019
[30] #covid2019,dw_business
[30] dw_business,cc
[30] cc,helene_wpli

Top Replied-To
Top Replied-To in Entire Graph:
@fabikrauer
@washingtonpost
@lievenscheire
@russpoldrack
@meansandrew
@aq_shl
@mjrichardson_to
@pfanderson
@circl_lu
@progbimom

Top Replied-To in G1:
@aq_shl
@pfanderson

Top Replied-To in G2:
@popehat

Top Replied-To in G3:
@washingtonpost

Top Replied-To in G4:
@excellaco
@bcshaffer

Top Replied-To in G5:
@josepvives
@dataisbeautiful
@data_jackalope
@abmakulec
@albertocairo
@datawrapper

Top Replied-To in G10:
@meansandrew
@gijn
@dr_toolbox
@setiogi
@sebastianseung
@jhusystems

Top Mentioned
Top Mentioned in Entire Graph:
@washingtonpost
@tableau
@johnshopkins
@nytimes
@24heuresch
@harry_stevens
@washpost
@scmpgraphics
@abmakulec
@jhusystems

Top Mentioned in G1:
@catchmeupid
@healthcarewen
@cdcgov

Top Mentioned in G2:
@financialtimes
@jburnmurdoch
@ngeidner

Top Mentioned in G3:
@washingtonpost
@who
@siouxsiew
@thespinofftv
@elpais_espana
@gorociao
@drawnwithdata
@esciencecenter
@harry_stevens
@abmakulec

Top Mentioned in G4:
@tableau
@johnshopkins
@wapo
@tableaupublic
@harry_stevens
@kaggle
@zendolldata
@abmakulec
@theblackpumai
@washingtonpost

Top Mentioned in G5:
@harry_stevens
@abmakulec
@stuartathompson
@nickkristof
@brianstelter
@filwd
@datavizsociety
@datawrapper
@lisacrost
@xxscotxx

Top Mentioned in G7:
@nytimes
@corriereveneto
@federalberghi
@confturismo_it
@ilciset
@paologubitta
@enit_italia
@lazarogamio
@marcelsalathe
@epfl_en

Top Mentioned in G9:
@nytimes

Top Mentioned in G10:
@jhusystems
@dw_business
@helene_wpli
@evankirstel
@johnnosta
@sallyeaves
@ipfconline1
@sebbourguignon
@haroldsinnott
@paula_piccard

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@solutioneer72
@roblwilson
@evankirstel
@_redfrog
@threadreaderapp
@ladivinadiva
@saragomezaranci
@nonvitaltooth
@aaroncuddeback

Top Tweeters in G1:
@threadreaderapp
@pfanderson
@zwolftenaugust
@hyeoksshi
@kiasleo
@faralifara
@kangsunbae
@dipii
@qronoz
@fullmoonfolks

Top Tweeters in G2:
@roblwilson
@_redfrog
@ladivinadiva
@bkindngood
@davealvord164
@sufiy
@ochreblue
@mtnbvan
@joshspero
@ds20wk

Top Tweeters in G3:
@tigerbeat
@marykeithbare1
@thuglifesocial
@washingtonpost
@uncleree1
@realjohncurley
@june4th
@ljohn44
@sonic_screwup
@ingridium

Top Tweeters in G4:
@burritojustice
@davidgaliel
@annaanthro
@indeadline
@jranck
@bbbcccnnn
@gloriafindel
@giseleando
@publichealthmap
@trappedalien

Top Tweeters in G5:
@yvespdb
@brianstelter
@chargrille
@verge
@wef
@steltenpower
@briantrice
@bleuz00m
@ciarakellydoc
@albertocairo

Top Tweeters in G6:
@cecalli_helper
@stephaniekays
@data4all
@morisatwine
@mannlymama
@infomgmtexec
@jr_roy
@5h15h
@evasnijders
@andysternberg

Top Tweeters in G7:
@katcapps
@nytimes
@andrea51544005
@luce_13
@francodespecho
@tokyo_tom
@jackdetate
@giuliog
@nycnavid
@oldcrownest

Top Tweeters in G8:
@solutioneer72
@ecclesias
@momrovin
@dearjudge
@camoxendale
@nataalvarez09
@albertobernalle
@mougendi
@drcyn21
@coopesdetat

Top Tweeters in G9:
@breizh2008
@friedrichhayek
@chocojoayohehe
@marioricciard18
@tonyphyrillas
@needles_toosay
@demonpuppy
@yvonnecwhelan
@hbdchick
@vjl2

Top Tweeters in G10:
@evankirstel
@paulstpancras
@sharerussharing
@trippbraden
@bbcworld
@ft
@2601manish
@vivekghosal
@drferdowsi
@enrirosasdiaz


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