dataviz OR datavis, Twitter, 11/20/2020 3:11:11 AM, 241903


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dataviz OR datavis_2020-11-19_17-10-51.xlsx
dataviz OR datavis_2020-11-19_17-10-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2020
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3lNo4oH
@zeitonline
@philninh
@randal_olson
@neilrkaye
@datasciencebot_
@pop_rebeca
@arnold_platon
@nadiehbremer
@albertocairo
@rstatstweet

Top hashtags:
#dataviz
#machinelearning
#datascience
#covid19

Description:
Description
The graph represents a network of 6,080 Twitter users whose tweets in the requested range contained "dataviz OR datavis", 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 01:36 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 6-day, 1-hour, 26-minute period from Friday, 13 November 2020 at 05:54 UTC to Thursday, 19 November 2020 at 07:21 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 : 6080
Unique Edges : 3080
Edges With Duplicates : 12590
Total Edges : 15670
Number of Edge Types : 5
Mentions : 1566
Retweet : 5688
MentionsInRetweet : 7011
Tweet : 1197
Replies to : 208
Self-Loops : 1281
Reciprocated Vertex Pair Ratio : 0.0198809845820936
Reciprocated Edge Ratio : 0.0389868717676701
Connected Components : 649
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 4182
Maximum Edges in a Connected Component : 12655
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.474678
Graph Density : 0.000204029618791179
Modularity : 0.460386
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,080 Twitter users whose tweets in the requested range contained "dataviz OR datavis", 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 01:36 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 6-day, 1-hour, 26-minute period from Friday, 13 November 2020 at 05:54 UTC to Thursday, 19 November 2020 at 07:21 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 : dataviz OR datavis
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:
[221] https://www.reddit.com/r/dataisbeautiful/comments/jslbn9/us_elevation_tiles_oc/
[135] https://www.reddit.com/r/dataisbeautiful/comments/jrkoze/3d_map_of_covid_cases_by_population_march_through/
[81] https://www.reddit.com/r/dataisbeautiful/comments/jvioev/oc_the_oldest_building_in_each_us_state/
[49] https://www.reddit.com/r/dataisbeautiful/comments/jtkd0o/how_the_lockdown_changed_gaming_habits_the_affect/
[46] https://link.medium.com/1VuojqUgubb
[30] https://www.reddit.com/r/dataisbeautiful/comments/jt171t/oc_what_if_i_didnt_vote_ran_as_a_us_presidential/
[27] https://link.medium.com/ni1j9rbKsbb
[26] https://link.medium.com/K5VuqQwlobb
[20] https://textvis.lnu.se
[17] https://numfocus.salsalabs.org/subscribe

Top URLs in Tweet in G1:
[1] https://www.zeit.de/wissen/gesundheit/2020-11/corona-ausbreitung-deutschland-region-hotspot-neuinfektion-karte?utm_medium=sm&utm_content=zeitde_redpost+_link_sf&utm_campaign=ref&utm_source=twitter_zonaudev_int&wt_zmc=sm.int.zonaudev.twitter.ref.zeitde.redpost.link.sf&utm_referrer=twitter
[1] https://twitter.com/COdendahl/status/1328706148078415872
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2Fgesundheit%2F2020-11%2Fcorona-ausbreitung-deutschland-region-hotspot-neuinfektion-karte

Top URLs in Tweet in G2:
[218] https://www.reddit.com/r/dataisbeautiful/comments/jslbn9/us_elevation_tiles_oc/
[75] https://www.reddit.com/r/dataisbeautiful/comments/jvioev/oc_the_oldest_building_in_each_us_state/
[47] https://www.reddit.com/r/dataisbeautiful/comments/jtkd0o/how_the_lockdown_changed_gaming_habits_the_affect/
[25] https://www.reddit.com/r/dataisbeautiful/comments/jt171t/oc_what_if_i_didnt_vote_ran_as_a_us_presidential/
[1] https://chirpty.com/
[1] https://www.cnn.com/world/live-news/coronavirus-pandemic-10-27-20-intl/h_c67fca76771bce0b533d1f5dc11f9a70
[1] https://www.reddit.com/r/dataisbeautiful/comments/jkadd0/oc_distribution_of_emotions_during_the/
[1] https://www.reddit.com/r/MapPorn/comments/jufghn/last_time_each_state_voted_red_2020_edition/
[1] https://www.reddit.com/r/dataisbeautiful/comments/jv0wf4/oc_visualizing_covid19_deaths_as_spheres_in_a_tank/
[1] https://www.reddit.com/r/dataisbeautiful/comments/jvuh9l/oc_visualising_how_long_it_takes_to_drive_from/

Top URLs in Tweet in G3:
[44] https://link.medium.com/1VuojqUgubb
[26] https://link.medium.com/ni1j9rbKsbb
[24] https://link.medium.com/K5VuqQwlobb
[17] https://link.medium.com/7LMZ75Hupbb
[17] https://numfocus.salsalabs.org/subscribe
[16] https://link.medium.com/zZrNsZwyrab
[15] https://www.imaginovation.net/blog/how-ai-impacting-education-sector/
[14] https://medium.com/towards-artificial-intelligence/decision-trees-in-machine-learning-ml-with-python-tutorial-3bfb457bce67?sk=78ec8604cabd8a926bfe92eda1c6f52a
[14] https://numfocus.org/your-support
[13] https://link.medium.com/HvJtz8Moobb

Top URLs in Tweet in G4:
[6] https://www.eventbrite.com/e/blackindataweek-2020-tickets-127652703673
[6] https://www.theinfographicbible.com/
[5] https://dataviztoday.com/blog/59
[4] https://mailchi.mp/ac3914c86b44/veri-bulteni-4885122
[4] https://veribulteni.voyd.org.tr/e-book/
[4] https://medium.com/nightingale/celebrate-blackindata-week-from-november-16-21-2020-d6a9dbec6930?utm_source=dlvr.it&utm_medium=twitter
[3] https://medium.com/nightingale/celebrate-blackindata-week-from-november-16-21-2020-d6a9dbec6930?sk=341572a0f3544c04448a002be14c9e27
[3] https://medium.com/@connect4mary/229463d9b4c9?source=friends_link&sk=16ac487d64d3ba0226273e39ca460ff7
[3] https://www.fastcompany.com/90575894/we-design-maps-for-a-living-heres-who-got-the-2020-election-right
[3] https://fryford.github.io/imdmap/

Top URLs in Tweet in G5:
[5] http://track.fiverr.com/visit/?bta=34119&nci=5497&campaign=685161&landingPage=http%3A%2F%2Fwww.fiverr.com%2Fnhshapiro%2Fcreate-google-data-studio-dashboards-and-reports
[4] https://www.amazon.com/NVIDIA-DIGITS-Installation-Guide-Walkthrough-ebook/dp/B07QPR1C4B/ref=as_li_ss_tl?keywords=nvidia+digits&qid=1580296625&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=1721dc2adc1a5045f5c1810059b94c80&language=en_US
[4] https://twitter.com/maartenzam/status/1328355361875783680
[4] https://twitter.com/zeitonline/status/1328659613915484161
[4] http://track.fiverr.com/visit/?bta=34119&nci=5497&campaign=685161&landingPage=http%3A%2F%2Fwww.fiverr.com%2Fnhshapiro
[3] https://twinybots.ch/
[3] https://www.archimag.com/demat-cloud/2020/11/16/dataviz-supplement-guide-solutions-marche
[3] https://twitter.com/randal_olson/status/1328394138643959809
[3] https://pantyhoseok.com/
[2] https://twitter.com/latimes/status/1326713017791213568

Top URLs in Tweet in G6:
[2] https://www.esri.com/arcgis-blog/products/arcgis-online/3d-gis/thematic-3d-extrusion-produced-entirely-with-arcgis-online/
[1] https://worldometers.info/world-population/population-by-country/
[1] https://link.medium.com/K5VuqQwlobb
[1] https://link.medium.com/HvJtz8Moobb
[1] https://link.medium.com/x7v8cjM6pbb
[1] https://link.medium.com/Q8XjsVd8pbb
[1] https://medium.com/towards-artificial-intelligence/decision-trees-in-machine-learning-ml-with-python-tutorial-3bfb457bce67?sk=78ec8604cabd8a926bfe92eda1c6f52a
[1] https://link.medium.com/ni1j9rbKsbb
[1] https://link.medium.com/1VuojqUgubb
[1] https://link.medium.com/m3mMmdHVubb

Top URLs in Tweet in G7:
[3] https://public.tableau.com/profile/azhar5368#!/vizhome/MAKEOVERMONDAYW04/Bridgesofprosperit?publish=yes
[3] https://public.tableau.com/profile/olalekan.igboroodowo#!/vizhome/NintedoSwitchGlobalSales/Dashboard1
[3] https://public.tableau.com/profile/krishma.shah#!/vizhome/AdSpendingintheU_S/AdSpending
[2] https://public.tableau.com/profile/azad.jivani#!/vizhome/MakeoverMonday-2020W46DigitalAdvertising/Viz
[2] https://public.tableau.com/profile/luke.austen#!/vizhome/marketingspend_16055607164260/WeeklyNewsToday
[2] https://public.tableau.com/profile/lukas.jennings#!/vizhome/MMWK46USADSpend/Dashboard12?publish=yes
[2] https://public.tableau.com/profile/james.wood5196#!/vizhome/Workbook_16055894723570/Dashboard1
[2] https://us02web.zoom.us/webinar/register/WN_i44Vp80dRlCeTNbKOCpzvw
[2] https://thebrandedsports.com/2020/11/16/nfl-monday-night-football-winners-min-chi/
[2] https://thebrandedsports.com/2020/11/14/nfl-week-10-winners/

Top URLs in Tweet in G8:
[1] https://www.maproomblog.com/2020/02/the-spilhaus-projection-comes-to-arcgis-pro/

Top URLs in Tweet in G9:
[132] https://www.reddit.com/r/dataisbeautiful/comments/jrkoze/3d_map_of_covid_cases_by_population_march_through/
[4] https://tweetedtimes.com/v/1229?s=tnp
[3] https://tweetedtimes.com/v/1229?s=rgp
[3] https://www.torre.nl/EUmoves/
[1] https://www.jmp.com/en_gb/events/statistically-speaking/events/nov-19/live-stream.html?linkId=104351668
[1] https://public.flourish.studio/visualisation/4142523/
[1] https://twitter.com/maartenzam/status/1328355361875783680
[1] https://twitter.com/visualisingdata/status/1328080639220965377
[1] https://twitter.com/ItsCandraM/status/1327966821463564290

Top URLs in Tweet in G10:
[1] https://theactive.net/dataviz/covid19/

Top Domains
Top Domains in Tweet in Entire Graph:
[569] reddit.com
[395] twitter.com
[368] medium.com
[66] youtube.com
[63] tableau.com
[38] amazon.com
[29] teespring.com
[29] github.com
[26] lnu.se
[25] linkedin.com

Top Domains in Tweet in G1:
[2] zeit.de
[1] twitter.com

Top Domains in Tweet in G2:
[369] reddit.com
[1] chirpty.com
[1] cnn.com
[1] storiesbehindaline.com
[1] twitter.com

Top Domains in Tweet in G3:
[290] medium.com
[55] twitter.com
[17] youtube.com
[17] datapride.net
[17] salsalabs.org
[15] imaginovation.net
[15] numfocus.org
[14] github.com
[13] datacrayon.com
[12] forbes.com

Top Domains in Tweet in G4:
[45] twitter.com
[31] medium.com
[9] verigazeteciligi.com
[6] eventbrite.com
[6] theinfographicbible.com
[5] github.io
[5] reddit.com
[5] mailchi.mp
[5] dataviztoday.com
[4] org.tr

Top Domains in Tweet in G5:
[100] twitter.com
[9] medium.com
[9] fiverr.com
[6] lebigdata.fr
[6] johaniefournier.com
[4] worldbank.org
[4] datavis.blog
[4] archimag.com
[4] amazon.com
[3] youtube.com

Top Domains in Tweet in G6:
[8] medium.com
[2] esri.com
[2] twitter.com
[1] worldometers.info
[1] theifactory.com
[1] reddit.com
[1] businessinsider.com
[1] covidtracker.fr
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[48] tableau.com
[13] twitter.com
[7] youtube.com
[5] zoom.us
[5] thebrandedsports.com
[5] linkedin.com
[3] co.uk
[2] medium.com
[2] peoplehr.net
[2] synaltic.fr

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

Top Domains in Tweet in G9:
[132] reddit.com
[7] tweetedtimes.com
[3] twitter.com
[3] torre.nl
[1] jmp.com
[1] flourish.studio

Top Domains in Tweet in G10:
[1] theactive.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3585] dataviz
[764] machinelearning
[727] datascience
[577] covid19
[488] artificialintelligence
[451] ai
[367] rstats
[333] maps
[298] datavisualization
[287] bigdata



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

Top Hashtags in Tweet in G2:
[571] dataviz
[243] covid19
[193] pandemic
[48] gaming
[29] election2020
[3] debbiedowner
[2] gisweek
[2] washington
[2] machinelearning
[1] latinxdata

Top Hashtags in Tweet in G3:
[623] machinelearning
[553] datascience
[483] dataviz
[469] artificialintelligence
[386] ai
[269] 100daysofcode
[219] bigdata
[217] python
[182] rstats
[160] dataanalytics

Top Hashtags in Tweet in G4:
[257] dataviz
[104] blackindataweek
[30] blackindata
[28] datavisualization
[21] ddj
[19] datascientist
[12] datavisualisation
[11] datascience
[11] vizforsocialgood
[8] rstats

Top Hashtags in Tweet in G5:
[267] dataviz
[35] data
[26] datavisualization
[25] dataanalytics
[19] datascience
[17] covid19
[15] datavis
[15] analytics
[13] website
[11] analysis

Top Hashtags in Tweet in G6:
[175] dataviz
[128] gis
[124] maps
[119] rstats
[11] artificialintelligence
[11] machinelearning
[6] mapping
[6] microsoft
[5] esri
[5] datascience

Top Hashtags in Tweet in G7:
[125] dataviz
[74] makeovermonday
[63] tableau
[39] datafam
[24] data
[20] datavisualization
[13] dataanalytics
[13] mmvizreview
[10] viz
[8] tableaupublic

Top Hashtags in Tweet in G8:
[144] dataviz
[144] datavisualization
[144] maps
[1] map
[1] geography
[1] seabirds

Top Hashtags in Tweet in G9:
[155] dataviz
[132] covid19
[2] contractscandal
[1] machinelearning
[1] algorithm
[1] ai
[1] bigdata
[1] fintech
[1] distwitter
[1] rstats

Top Words
Top Words in Tweet in Entire Graph:
[3585] #dataviz
[1480] data
[1353] die
[848] land
[764] #machinelearning
[727] #datascience
[716] map
[672] zeitonline
[671] erste
[670] welle

Top Words in Tweet in G1:
[1336] die
[669] zeitonline
[668] erste
[668] welle
[668] traf
[668] allem
[668] süden
[668] zweite
[668] trifft
[668] ganze

Top Words in Tweet in G2:
[571] #dataviz
[559] randal_olson
[372] source
[243] #covid19
[218] elevation
[218] map
[218] tiled
[193] #pandemic
[192] visualizing
[192] deaths

Top Words in Tweet in G3:
[623] #machinelearning
[553] #datascience
[483] #dataviz
[469] #artificialintelligence
[440] danielakeane10
[386] #ai
[380] data
[269] #100daysofcode
[245] science
[219] #bigdata

Top Words in Tweet in G4:
[257] #dataviz
[199] data
[104] #blackindataweek
[71] blkindata
[68] datavizsociety
[62] team
[56] karim_douieb
[52] dataviz
[45] week
[45] maps

Top Words in Tweet in G5:
[267] #dataviz
[73] data
[51] dataviz
[35] #data
[26] #datavisualization
[25] #dataanalytics
[22] time
[21] more
[21] over
[21] need

Top Words in Tweet in G6:
[492] area
[278] neilrkaye
[241] equal
[175] #dataviz
[136] each
[128] #gis
[127] population
[125] box
[124] #maps
[124] map

Top Words in Tweet in G7:
[125] #dataviz
[74] #makeovermonday
[65] tableau
[63] #tableau
[43] data
[42] week
[39] #datafam
[36] viz
[35] made
[31] videos

Top Words in Tweet in G8:
[288] projection
[144] #dataviz
[144] #datavisualization
[144] #maps
[143] granthumphries
[143] love
[143] model
[2] spilhaus
[2] arcgis
[2] pro

Top Words in Tweet in G9:
[155] #dataviz
[133] map
[132] 3d
[132] covid
[132] cases
[132] population
[132] march
[132] november
[132] #covid19
[131] bryandruzin

Top Words in Tweet in G10:
[286] อยากให
[144] data
[144] น
[143] ท
[143] กคนน
[143] visualization
[143] เก
[143] ยวก
[143] บโคว
[143] ดอ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[670] zeitonline,die
[670] die,erste
[670] erste,welle
[670] welle,traf
[670] traf,allem
[670] allem,süden
[670] süden,die
[670] die,zweite
[670] zweite,trifft
[670] trifft,ganze

Top Word Pairs in Tweet in G1:
[668] die,erste
[668] erste,welle
[668] welle,traf
[668] traf,allem
[668] allem,süden
[668] süden,die
[668] die,zweite
[668] zweite,trifft
[668] trifft,ganze
[668] ganze,land

Top Word Pairs in Tweet in G2:
[370] #dataviz,source
[218] elevation,map
[218] map,tiled
[218] tiled,#dataviz
[217] randal_olson,elevation
[193] #pandemic,#dataviz
[192] visualizing,#covid19
[192] #covid19,deaths
[192] deaths,spheres
[192] spheres,tank

Top Word Pairs in Tweet in G3:
[217] data,science
[211] #artificialintelligence,#machinelearning
[154] #artificialintelligence,#ai
[147] #ai,#machinelearning
[147] #machinelearning,#datascience
[136] #machinelearning,#deeplearning
[104] machine,learning
[83] #devcommunity,#machinelearning
[83] #machinelearning,#100daysofcode
[83] #100daysofcode,#iot

Top Word Pairs in Tweet in G4:
[36] #dataviz,karim_douieb
[30] today,start
[30] start,#blackindataweek
[30] #blackindataweek,organized
[30] organized,blkindata
[30] blkindata,planned
[30] planned,incredible
[30] incredible,week
[30] week,events
[30] hi,everyone

Top Word Pairs in Tweet in G5:
[14] data,visualization
[11] #website,#analysis
[10] over,300
[10] 300,#fiverr
[10] #fiverr,#gigs
[10] #gigs,done
[9] #dataviz,#datavisualization
[9] read,#client
[9] #client,#reviews
[9] #reviews,#questions

Top Word Pairs in Tweet in G6:
[125] each,box
[123] area,land
[123] land,vs
[123] vs,area
[123] area,sea
[123] sea,globe
[123] globe,equal
[123] equal,area
[123] area,map
[123] map,each

Top Word Pairs in Tweet in G7:
[27] three,tutorial
[27] tutorial,videos
[27] videos,made
[27] made,showing
[27] showing,analyze
[27] analyze,map
[27] map,camera
[27] camera,trap
[27] trap,data
[27] data,free

Top Word Pairs in Tweet in G8:
[144] #dataviz,#datavisualization
[143] love,projection
[143] projection,model
[143] model,projection
[143] projection,#dataviz
[143] #datavisualization,#maps
[142] granthumphries,love
[2] spilhaus,projection
[2] projection,arcgis
[2] arcgis,pro

Top Word Pairs in Tweet in G9:
[132] 3d,map
[132] map,covid
[132] covid,cases
[132] cases,population
[132] population,march
[132] march,november
[132] november,#covid19
[132] #covid19,#dataviz
[131] bryandruzin,3d
[8] see,more

Top Word Pairs in Tweet in G10:
[143] ท,กคนน
[143] กคนน,data
[143] data,visualization
[143] visualization,เก
[143] เก,ยวก
[143] ยวก,บโคว
[143] บโคว,ดอ
[143] ดอ,นน
[143] นน,ด
[143] ด,มากกกก

Top Replied-To
Top Replied-To in Entire Graph:
@maartenzam
@vicgovdhhs
@dataviz_1
@dataviz_
@nadiehbremer
@yoshi_dataviz
@visualisingdata
@blkindata
@efj_officiel
@ec_dataviz

Top Replied-To in G2:
@ryanjhaas
@randal_olson

Top Replied-To in G3:
@nadiehbremer
@jackiepsych
@fubits
@dcexaminer

Top Replied-To in G4:
@yoshi_dataviz
@bcsmith0718
@nina_wallace_
@maartenzam
@ec_dataviz
@sparsonsdataviz
@chrisluv
@observablehq
@enjalot
@rbloggers

Top Replied-To in G5:
@timbsoftt

Top Replied-To in G6:
@simongerman600
@arcgisanalysis
@power_bi_dc
@cq94

Top Replied-To in G7:
@dimitri_dataviz
@aiip
@xrayattack
@vizwizbi
@blkindata
@tableau
@infoqfr
@helene_messager
@tableaupublic

Top Replied-To in G9:
@sarahlovesdata

Top Mentioned
Top Mentioned in Entire Graph:
@zeitonline
@randal_olson
@danielakeane10
@neilrkaye
@granthumphries
@harbrimah
@stampwords
@bryandruzin
@rfriedman22
@milos_agathon

Top Mentioned in G1:
@zeitonline
@meddynyt
@codendahl

Top Mentioned in G2:
@randal_olson
@johnshopkinssph
@psosa077
@fedfragapane
@geologyworkscom
@vocesensalud
@chirpty_team
@vangoghworks
@aldatavizguy
@mcx83

Top Mentioned in G3:
@danielakeane10
@harbrimah
@milos_agathon
@alekswritescode
@bomoimajid
@numfocus
@flexmonster
@isitceurope
@futurism
@fedfragapane

Top Mentioned in G4:
@blkindata
@datavizsociety
@karim_douieb
@wearerladies
@stamen
@teneikaask_you
@mappingmashups
@aldatavizguy
@fastcodesign
@munishdatta

Top Mentioned in G5:
@timbsoftt
@eelrekab
@nh_shapiro
@husariamktg
@synglyphx
@puzkas
@seozillow

Top Mentioned in G6:
@neilrkaye
@danielakeane10
@simongerman600
@esri
@gis_bandit
@arcgisonline
@arcgisanalysis
@esrislgov
@esritraining
@esri_health

Top Mentioned in G7:
@tableau
@rolandkays
@tableaupublic
@trimydata
@charliehtableau
@zendolldata
@imperativusz
@hellofresh
@boknowsdata
@branded_sports

Top Mentioned in G8:
@granthumphries

Top Mentioned in G9:
@bryandruzin
@lcgeography
@jenstirrup
@threddyrex
@stefsimanowitz
@roxnl
@andi_staub
@eu_eurostat
@megan_grannan

Top Mentioned in G10:
@stampwords

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@rodolfoxoliz
@cybersec_feeds
@aaroncuddeback
@evankirstel
@gambiste1
@rxbun
@femtech_
@derekjohnbryant

Top Tweeters in G1:
@rodolfoxoliz
@chrisbrey1
@eigensinn83
@korallenherz
@michael_kunz
@birgitlissowsky
@cyrus_mcdugan
@nicebastard
@ecakir67
@countup

Top Tweeters in G2:
@rxbun
@marthalynneowe1
@radlein
@robertloerzel
@greedywhitebear
@drdind
@visaradah
@jlownlaw
@bsy1759
@gyultaste

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@xaelbot
@codernotesbot
@codedailybot
@itknowingness
@100xcode

Top Tweeters in G4:
@rosenchild
@luhayeaye
@johnjonny1
@terrinakamura
@d_melissa2
@ti_enjoli
@yvesmulkers
@funfettipancake
@realscientists
@greentechdon

Top Tweeters in G5:
@pfanderson
@riendeberre
@topnewsites
@djgrothe
@puzkas
@pixeltoo
@rimwellc
@para_na_flickz
@kmathan
@lucian2drei

Top Tweeters in G6:
@derekjohnbryant
@arjpascal
@squirrel_ma
@cptleto
@euphoriceuler
@kataphraktes
@jmhardinboston
@gabssydney26
@caffienekitty
@office

Top Tweeters in G7:
@dataaugmented
@pearsawfly
@drlucyrogers
@brookingsinst
@beartrust
@trappedalien
@dakarbot
@diabetesuk
@hellofresh
@arnaultchatel

Top Tweeters in G8:
@thomas_embleton
@countryskills
@greengrumbler
@shnb_bshnb
@papabybike
@sassistheword
@sophiagrene
@seasaver
@akazeeox
@caribesurorg

Top Tweeters in G9:
@lady_meumeu
@tahfromslc
@r_wolfcastle
@scepticalaussie
@chunianello
@rickking16
@monasmitte
@wertroydavis
@llarisah
@operationoxygen

Top Tweeters in G10:
@armywrn
@chdsa_
@staystill___
@satangfany
@once31dec
@milfm15
@ab_missile
@jeenjeenz
@gemxnxx
@piggiibuuboo