dataviz OR datavis, Twitter, 6/11/2021 12:27:57 AM, 256648


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dataviz OR datavis_2021-06-10_17-05-16.xlsx
dataviz OR datavis_2021-06-10_17-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2021
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3xicxD9
@sundellviz
@cedscherer
@dashboarddr
@blackstembot
@datavizsociety
@rstatstweet
@randal_olson
@giswqs
@rashamadj
@catherineadenle

Top hashtags:
#dataviz
#ai
#analytics
#datascience
#100daysofcode
#python
#bigdata

Description:
Description
The graph represents a network of 5,120 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, 11 June 2021 at 00:18 UTC.

The requested start date was Friday, 11 June 2021 at 00:01 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 5-day, 8-hour, 8-minute period from Friday, 04 June 2021 at 18:58 UTC to Thursday, 10 June 2021 at 03:06 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 : 5120
Unique Edges : 2378
Edges With Duplicates : 14368
Total Edges : 16746
Number of Edge Types : 5
Retweet : 6190
MentionsInRetweet : 8269
Mentions : 1244
Replies to : 130
Tweet : 913
Self-Loops : 991
Reciprocated Vertex Pair Ratio : 0.0148417810137216
Reciprocated Edge Ratio : 0.0292494481236203
Connected Components : 398
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 3965
Maximum Edges in a Connected Component : 14824
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.420281
Graph Density : 0.000276543270169955
Modularity : 0.399537
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,120 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, 11 June 2021 at 00:18 UTC.

The requested start date was Friday, 11 June 2021 at 00:01 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 5-day, 8-hour, 8-minute period from Friday, 04 June 2021 at 18:58 UTC to Thursday, 10 June 2021 at 03:06 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:
[256] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[119] https://www.reddit.com/r/dataisbeautiful/comments/ns7mbx/age_of_the_buildings_in_paris_improved_version_oc/
[117] https://www.kdnuggets.com/2021/04/most-demand-skills-data-scientists.html
[113] https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html
[74] https://www.nytimes.com/2021/06/04/opinion/ezra-klein-podcast-brian-christian.html
[72] https://www.kdnuggets.com/2021/04/7-must-haves-data-science-cv.html
[56] https://www.forbes.com/sites/alanohnsman/2021/04/26/ai-50-americas-most-promising-artificial-intelligence-companies/?sh=5ada66e577cf
[48] https://www.kdnuggets.com/2021/01/learn-data-science-free-2021.html
[47] https://www.kdnuggets.com/2021/02/6-nlp-techniques.html
[45] https://nightingaledvs.com

Top URLs in Tweet in G1:
[1] https://i.ibb.co/tLcrDZp/francegif-goodtiming-fullsize.gif
[1] https://www.reddit.com/r/dataisbeautiful/comments/ns2h9m/oc_what_do_europeans_feel_most_attached_to_their/
[1] https://twitter.com/sundellviz/status/1400792511933829123

Top URLs in Tweet in G2:
[254] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[116] https://www.kdnuggets.com/2021/04/most-demand-skills-data-scientists.html
[109] https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html
[73] https://www.nytimes.com/2021/06/04/opinion/ezra-klein-podcast-brian-christian.html
[72] https://www.kdnuggets.com/2021/04/7-must-haves-data-science-cv.html
[56] https://www.forbes.com/sites/alanohnsman/2021/04/26/ai-50-americas-most-promising-artificial-intelligence-companies/?sh=5ada66e577cf
[47] https://www.kdnuggets.com/2021/02/6-nlp-techniques.html
[47] https://www.kdnuggets.com/2021/01/learn-data-science-free-2021.html
[38] https://successanalytics.blogspot.com/
[33] https://science.thewire.in/the-sciences/why-scientists-need-to-be-better-at-visualising-data/

Top URLs in Tweet in G3:
[4] https://www.cedricscherer.com/2019/05/17/the-evolution-of-a-ggplot-ep.-1/#polish
[3] https://clauswilke.com/dataviz/introduction.html#ugly-bad-and-wrong-figures
[2] https://www.storytellingwithdata.com/blog/2021/6/8/colors-and-emotions-in-data-visualization
[2] http://theherdlocker.com/tweet/popularity/dataviz
[1] https://cedricscherer.netlify.app/2019/08/05/a-ggplot2-tutorial-for-beautiful-plotting-in-r/
[1] https://www.cedricscherer.com/2021/06/06/visualizing-distributions-with-raincloud-plots-with-ggplot2/
[1] https://labs.waterdata.usgs.gov/visualizations/temperature-prediction/index.html?utm_source=twitter&utm_medium=usgs_water&utm_campaign=womeninstem#/monitoring
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Ften-random-but-useful-things-to-know-about-ggplot2-197dc4439d10
[1] https://r-charts.com/
[1] https://twitter.com/karim_douieb/status/1402522532276752389

Top URLs in Tweet in G4:
[40] https://nightingaledvs.com
[5] https://twitter.com/TheEconomist/status/1399225202240901124
[3] https://nightingaledvs.com/data-visualization-for-kids/
[3] https://www.csapp.us/dataviz
[3] https://twitter.com/uclab_potsdam/status/1401849798530043907
[3] https://twitter.com/emollick/status/1400885452261974020
[3] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fshow%2F6mrJFsmaSy8Eq0YJIa5MxA%3Fsi%3DBsczRDSNROSH0pi4yamuXA%26dl_branch%3D1&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[3] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fevents%2Fthedatamix-episode1-stevewexler6803720421754703872%2F&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[3] https://twitter.com/karim_douieb/status/1402522532276752389
[3] https://twitter.com/DataVizSociety/status/1402227899005079552

Top URLs in Tweet in G5:
[9] https://github.com/jrcalabrese/TidyTuesday/blob/main/2021_week24/fishy.Rmd
[6] https://statisticsglobe.com/draw-overlaying-histograms-with-ggplot2-in-r
[5] https://www.youtube.com/watch?v=uk_4N87wI4A&feature=youtu.be

[4] https://github.com/PursuitOfDataScience/TidyTuesdayWork/blob/main/2021-06-08/2020-06-08.R
[4] https://rforpoliticalscience.com/2020/10/11/cluster-analysis-with-cluster-package-in-r/
[4] https://twitter.com/sundellviz/status/1400792511933829123
[4] https://github.com/milos-agathon/forest_map_europe
[3] https://www.youtube.com/watch?v=jR6Qm4L6wpA&feature=youtu.be

[3] https://twitter.com/Rbloggers/status/1401260519110086660
[3] https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html

Top URLs in Tweet in G6:
[18] https://bryanwhiting.github.io/dsnews/
[7] https://twitter.com/emollick/status/1400885452261974020
[5] https://twinybots.ch/
[5] https://www.owenboswarva.com/blog/note-food1.htm
[5] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[5] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[4] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[4] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[2] https://twitter.com/sundellviz/status/1400792511933829123
[2] https://twitter.com/CleveArguelles/status/1400791876509212674

Top URLs in Tweet in G7:
[63] https://www.reddit.com/r/dataisbeautiful/comments/ns7mbx/age_of_the_buildings_in_paris_improved_version_oc/
[6] https://www.reddit.com/r/dataisbeautiful/comments/nve04b/oc_percentage_of_adults_reporting_binge_or_heavy/
[2] https://www.reddit.com/r/dataisbeautiful/comments/jslbn9/us_elevation_tiles_oc/
[2] https://www.reddit.com/r/dataisbeautiful/comments/nn2gir/oc_the_dow_jones_turns_125_years_old_in_its_honor/
[2] https://www.reddit.com/r/dataisbeautiful/comments/n0jxyt/teslas_first_quarter_visualized_oc/
[2] https://www.reddit.com/r/dataisbeautiful/comments/n1yu3g/border_to_border_a_different_perspectives_on_the/
[2] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[1] https://www.reddit.com/r/dataisbeautiful/comments/nw5v8b/oc_all_the_passes_a_visualisation_of_1_million/
[1] https://www.reddit.com/r/dataisbeautiful/comments/msnhhl/oc_results_from_survey_on_how_to_best_reduce_your/
[1] https://www.reddit.com/r/dataisbeautiful/comments/ns2h9m/oc_what_do_europeans_feel_most_attached_to_their/

Top URLs in Tweet in G8:
[29] https://www.owenboswarva.com/blog/note-food1.htm
[6] https://www.reddit.com/r/dataisbeautiful/comments/nu9cd5/oc_heres_how_the_g20s_energy_mix_has_changed_over/
[5] https://www.reddit.com/r/dataisbeautiful/comments/ntkx4n/oc_government_debt_of_the_g7_from_1980_to_2020/
[4] https://www.reddit.com/r/dataisbeautiful/comments/nthafh/oc_number_of_films_avarage_imdb_ratings_and/
[3] https://github.com/milos-agathon/forest_map_europe
[3] https://allthatgeo.com/webcomic
[3] https://www.linkedin.com/slink?code=ez95kDN
[2] https://www.anychart.com/blog/2021/06/04/visualizing-data-covid-deprivation-chess-fishing/
[2] https://www.reddit.com/r/dataisbeautiful/comments/nvitml/oc_the_15_most_shared_musicians_on_reddit/
[2] https://www.reddit.com/r/dataisbeautiful/comments/nrlun2/oc_why_did_the_earth_warm_up_naturally_to_thaw/

Top URLs in Tweet in G9:
[5] https://github.com/giswqs/leafmap
[4] https://leafmap.org/notebooks/14_postgis/
[3] https://leafmap.org
[1] https://www.youtube.com/watch?v=b1pmD4IAsNU&feature=youtu.be

[1] https://leafmap.gishub.org/notebooks/11_linked_maps/
[1] https://twitter.com/giswqs/status/1397163035148517378
[1] https://leafmap.org/notebooks/15_openstreetmap/
[1] https://github.com/davemlz/eemont/blob/master/tutorials/015-Scaling-ANY-Raster-From-GEE-STAC.ipynb
[1] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6

Top URLs in Tweet in G10:
[20] https://www.visualcapitalist.com/mapped-the-top-10-billionaire-cities/
[17] https://www.visualcapitalist.com/a-visual-guide-to-human-emotion/
[7] https://www.simplilearn.com/tutorials/power-bi-tutorial/what-is-power-bi
[1] https://www.intechopen.com/online-first/visual-data-science
[1] https://www.weforum.org/agenda/2021/06/global-steel-production/
[1] https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html

Top Domains
Top Domains in Tweet in Entire Graph:
[442] kdnuggets.com
[312] medium.com
[194] twitter.com
[186] reddit.com
[102] teespring.com
[96] github.com
[75] nytimes.com
[58] forbes.com
[54] nightingaledvs.com
[47] youtube.com

Top Domains in Tweet in G1:
[1] ibb.co
[1] reddit.com
[1] twitter.com

Top Domains in Tweet in G2:
[433] kdnuggets.com
[282] medium.com
[73] nytimes.com
[58] forbes.com
[41] blogspot.com
[35] tableau.com
[33] thewire.in
[28] creativefabrica.com
[28] linkedin.com
[28] tensorflow.org

Top Domains in Tweet in G3:
[5] cedricscherer.com
[3] clauswilke.com
[2] storytellingwithdata.com
[2] twitter.com
[2] dataly.es
[2] theherdlocker.com
[1] netlify.app
[1] usgs.gov
[1] medium.com
[1] r-charts.com

Top Domains in Tweet in G4:
[48] nightingaledvs.com
[43] twitter.com
[16] google.com
[6] viglink.com
[5] medium.com
[4] yorku.ca
[3] urban.org
[3] youtube.com
[3] csapp.us
[2] owenboswarva.com

Top Domains in Tweet in G5:
[40] github.com
[17] youtube.com
[17] twitter.com
[8] statisticsglobe.com
[4] rforpoliticalscience.com
[4] kdnuggets.com
[3] teachable.com
[3] tmas.mx
[3] nightingaledvs.com
[2] predictivehacks.com

Top Domains in Tweet in G6:
[45] twitter.com
[19] github.io
[18] economist.com
[9] youtube.com
[5] twinybots.ch
[5] owenboswarva.com
[4] kaizenunlimitedllc.com
[4] amazon.com
[3] medium.com
[3] visualcapitalist.com

Top Domains in Tweet in G7:
[82] reddit.com

Top Domains in Tweet in G8:
[43] reddit.com
[29] owenboswarva.com
[5] anychart.com
[4] twitter.com
[3] github.com
[3] allthatgeo.com
[3] linkedin.com
[2] milospopovic.net
[2] publichealthmaps.org
[2] jobspikr.com

Top Domains in Tweet in G9:
[8] leafmap.org
[6] github.com
[1] youtube.com
[1] gishub.org
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G10:
[37] visualcapitalist.com
[7] simplilearn.com
[1] intechopen.com
[1] weforum.org
[1] kdnuggets.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2206] dataviz
[1503] ai
[1272] analytics
[1026] datascience
[996] 100daysofcode
[918] python
[801] bigdata
[677] rstats
[530] ggplot2
[435] reactjs



Top Hashtags in Tweet in G1:
[14] dataviz
[5] rstats
[4] chess
[1] europe
[1] eu

Top Hashtags in Tweet in G2:
[1405] ai
[1239] analytics
[986] 100daysofcode
[877] python
[845] datascience
[751] bigdata
[522] dataviz
[484] rstats
[427] reactjs
[372] datascientists

Top Hashtags in Tweet in G3:
[461] ggplot2
[47] statistics
[43] dataviz
[9] rstats
[5] datascience
[4] datavisualization
[4] usgs
[4] hydrology
[4] stream
[4] rstatses

Top Hashtags in Tweet in G4:
[169] dataviz
[38] datavis
[37] donoharmguide
[19] todayinhistory
[19] historicaldatavis
[19] onthisday
[19] otd
[18] datasonification
[12] datavisualization
[7] thedatamix

Top Hashtags in Tweet in G5:
[179] tidytuesday
[169] dataviz
[143] rstats
[55] datascience
[30] ggplot2
[30] cottonviz
[24] recreationthursday
[19] rstudio
[14] ai
[12] poptwitter

Top Hashtags in Tweet in G6:
[165] dataviz
[17] datavisualization
[14] data
[9] datascience
[8] top8
[6] powerbi
[6] opendata
[6] datavis
[5] bitcoin
[5] ai

Top Hashtags in Tweet in G7:
[140] dataviz
[63] paris
[42] europe
[18] football
[18] soccer
[2] investing
[2] tesla
[2] bitcoin
[2] plastic
[1] climatechange

Top Hashtags in Tweet in G8:
[78] dataviz
[34] datavis
[30] opendata
[28] leafletjs
[28] fhrs
[15] datascience
[14] gis
[12] rstats
[9] maps
[9] geospatial

Top Hashtags in Tweet in G9:
[120] leafmap
[112] openstreetmap
[7] dataviz
[6] geopython
[6] gis
[5] postgis
[5] mapping
[5] geospatial
[5] googleearthengine
[5] eemont

Top Hashtags in Tweet in G10:
[94] dataviz
[33] ai
[22] datascience
[20] billionaire
[20] wealth
[18] infographic
[18] iiot
[18] ioe
[18] cx
[18] startup

Top Words
Top Words in Tweet in Entire Graph:
[2611] eu
[2207] #dataviz
[1503] #ai
[1425] people
[1417] feel
[1369] country
[1348] region
[1346] attached
[1336] data
[1333] europe

Top Words in Tweet in G1:
[2558] eu
[1295] sundellviz
[1280] people
[1279] feel
[1279] attached
[1279] region
[1279] country
[1279] europe
[1279] results
[1279] survey

Top Words in Tweet in G2:
[1405] #ai
[1239] #analytics
[986] #100daysofcode
[877] #python
[845] #datascience
[751] #bigdata
[569] data
[564] ai_miami
[552] strat_ai
[523] #dataviz

Top Words in Tweet in G3:
[461] #ggplot2
[438] cedscherer
[432] blog
[409] plots
[408] finally
[408] showing
[406] finished
[406] visualizing
[406] distributions
[406] raincloud

Top Words in Tweet in G4:
[169] #dataviz
[120] site
[110] data
[94] datavizsociety
[79] nightingale
[78] free
[77] featuring
[74] paywall
[74] datacitron
[73] thrilled

Top Words in Tweet in G5:
[179] #tidytuesday
[169] #dataviz
[143] #rstats
[106] data
[101] lakes
[91] great
[81] week
[74] fish
[59] using
[55] #datascience

Top Words in Tweet in G6:
[165] #dataviz
[49] data
[44] more
[32] dataviz
[25] see
[20] detail
[18] graphic
[17] #datavisualization
[14] chart
[14] #data

Top Words in Tweet in G7:
[140] #dataviz
[140] source
[131] randal_olson
[63] age
[63] buildings
[63] #paris
[43] feel
[43] attached
[43] region
[43] country

Top Words in Tweet in G8:
[78] #dataviz
[57] milos_agathon
[46] oc
[42] data
[41] vs
[34] #datavis
[30] #opendata
[29] greggs
[29] pret
[28] heatmaps

Top Words in Tweet in G9:
[120] #leafmap
[115] giswqs
[112] downloading
[112] #openstreetmap
[108] data
[107] notebook
[106] feature
[104] code
[102] vector
[102] location

Top Words in Tweet in G10:
[94] #dataviz
[49] frronconi
[38] visualcap
[33] #ai
[31] visual
[22] #datascience
[21] mvollmer1
[21] ipfconline1
[21] chboursin
[20] top

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1345] feel,attached
[1345] attached,region
[1345] region,country
[1303] country,europe
[1301] people,eu
[1301] eu,feel
[1301] europe,results
[1301] results,survey
[1301] survey,eu
[1300] sundellviz,people

Top Word Pairs in Tweet in G1:
[1279] people,eu
[1279] eu,feel
[1279] feel,attached
[1279] attached,region
[1279] region,country
[1279] country,europe
[1279] europe,results
[1279] results,survey
[1279] survey,eu
[1278] sundellviz,people

Top Word Pairs in Tweet in G2:
[622] #100daysofcode,#ai
[555] #analytics,#bigdata
[469] #ai,#analytics
[403] #rstats,#ai
[397] #reactjs,#python
[389] ai_miami,strat_ai
[363] #bigdata,#rstats
[362] #ai,#reactjs
[336] #datascientists,#analytics
[301] free,#100daysofcode

Top Word Pairs in Tweet in G3:
[406] blog,finally
[406] finally,finished
[406] finished,visualizing
[406] visualizing,distributions
[406] distributions,raincloud
[406] raincloud,plots
[406] plots,#ggplot2
[406] #ggplot2,showing
[405] cedscherer,blog
[47] #ggplot2,take

Top Word Pairs in Tweet in G4:
[74] nightingale,site
[73] thrilled,unveil
[73] unveil,paywall
[73] paywall,free
[73] free,nightingale
[73] site,featuring
[73] featuring,mark
[73] mark,courtesy
[73] courtesy,datacitron
[72] datavizsociety,thrilled

Top Word Pairs in Tweet in G5:
[77] great,lakes
[44] week's,#tidytuesday
[41] #rstats,#dataviz
[40] #tidytuesday,week
[26] #tidytuesday,contribution
[26] #dataviz,#datascience
[24] commercial,fish
[24] fish,catch
[24] catch,data
[24] data,big

Top Word Pairs in Tweet in G6:
[21] see,more
[19] detail,#dataviz
[18] graphic,detail
[18] #dataviz,see
[9] #dataviz,#datavisualization
[7] data,visualization
[6] covid,19
[5] #datascience,#dataviz
[5] chart,#dataviz
[5] greggs,vs

Top Word Pairs in Tweet in G7:
[120] #dataviz,source
[63] age,buildings
[63] buildings,#paris
[63] #paris,#dataviz
[62] randal_olson,age
[43] feel,attached
[43] attached,region
[43] region,country
[42] europeans,feel
[42] country,#europe

Top Word Pairs in Tweet in G8:
[29] greggs,vs
[29] vs,pret
[28] pret,heatmaps
[28] heatmaps,#datavis
[28] #datavis,#leafletjs
[28] #leafletjs,#fhrs
[28] #fhrs,#opendata
[27] owenboswarva,greggs
[22] dataisbeautiful,oc
[19] instagram,account

Top Word Pairs in Tweet in G9:
[114] giswqs,#leafmap
[112] downloading,#openstreetmap
[106] #leafmap,feature
[102] feature,downloading
[102] #openstreetmap,vector
[102] vector,data
[102] data,location
[102] location,single
[102] single,line
[102] line,code

Top Word Pairs in Tweet in G10:
[21] #dataviz,chboursin
[20] top,10
[20] 10,#billionaire
[20] #billionaire,cities
[20] cities,visualcap
[20] visualcap,#wealth
[20] #wealth,#dataviz
[20] chboursin,mvollmer1
[19] frronconi,top
[19] mvollmer1,nevillegau

Top Replied-To
Top Replied-To in Entire Graph:
@strat_ai
@slalom
@dataviz_
@cdgn_australia
@mrzackmorris
@cedscherer
@chantalsimonato
@emmavitz
@federalist_10
@richgel999

Top Replied-To in G1:
@sundellviz

Top Replied-To in G2:
@strat_ai
@chantalsimonato
@adidasmx
@tableaupublic
@jotigautam
@datavizdb
@simonbeaumont04

Top Replied-To in G3:
@rafalab
@cedscherer

Top Replied-To in G4:
@richgel999
@moogal
@emollick
@visualisingdata
@chezvoila
@connect4mary
@h_i_g_s_c_h
@datavizsociety
@kramermj
@alexselbyb

Top Replied-To in G5:
@sagitaninta
@cedscherer
@pasi_kuoppamaki
@eu_eurostat
@giurugg

Top Replied-To in G8:
@palpoblo

Top Replied-To in G10:
@mikenashtech

Top Mentioned
Top Mentioned in Entire Graph:
@sundellviz
@strat_ai
@ai_miami
@cedscherer
@catherineadenle
@randal_olson
@giswqs
@datavizsociety
@techtweet24h
@lucasplendore75

Top Mentioned in G1:
@sundellviz

Top Mentioned in G2:
@strat_ai
@ai_miami
@catherineadenle
@lucasplendore75
@techtweet24h
@bomoimajid
@digitalke1
@sminaev2015
@frisesally
@angelicagallegs

Top Mentioned in G3:
@cedscherer
@dr_keithmcnulty
@usgs_water
@sundellviz
@infobeautiful
@rcoderweb
@dataandme
@frankelavsky
@datalion_en
@mariannafoos

Top Mentioned in G4:
@datavizsociety
@datacitron
@jasonforrestftw
@jschwabish
@loudnumbers
@datarevelations
@mollzmp
@theeconomist
@datavisfriendly
@fleecealeece

Top Mentioned in G5:
@statsyss
@lampreycontrol
@geokaramanis
@cedscherer
@historyofstats
@a_bagaini
@r4dscommunity
@allisonkoh_
@joachimschork
@thomas_mock

Top Mentioned in G6:
@arjunku711
@warninggraphicc

Top Mentioned in G7:
@randal_olson
@allisonkoh_
@sundellviz

Top Mentioned in G8:
@milos_agathon
@owenboswarva
@dataisbeautiful
@spatialace
@cedscherer
@sundellviz
@anychart
@kathrynvela31
@giswqs
@simongerman600

Top Mentioned in G9:
@giswqs
@dmlmont
@sundellviz
@cedscherer
@techtweet24h
@demography101

Top Mentioned in G10:
@frronconi
@visualcap
@mvollmer1
@ipfconline1
@chboursin
@theadityapatro
@chbo
@haroldsinnott
@fisher85m

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@ejlazar
@huskorkut
@monicasloves
@mhall55nine
@xaelbot
@aaroncuddeback
@evankirstel

Top Tweeters in G1:
@magicdmw
@silvrib
@morvjn
@lothlertu
@victorb123
@isaac__am
@tenhofame
@benedictmpwhite
@mrigalon
@samljpage

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@ejlazar
@huskorkut
@monicasloves
@mhall55nine
@xaelbot
@aaroncuddeback
@codedailybot

Top Tweeters in G3:
@anil7kishan
@_ladytopaz
@operationoxygen
@bbbcccnnn
@neuroeco
@kxsmo
@trifa3
@womeninstemsa
@astro_erik
@jadp

Top Tweeters in G4:
@princejvstin
@theeconomist
@corona_ssyt
@moogal
@alexqgb
@jenstirrup
@cnbcwatcher90
@jbschreiber
@cjmoorehead
@lhirlimann

Top Tweeters in G5:
@coder_487
@ilovebooks786
@rstatstweet
@ras_curt
@ayirpelle
@imagine_garden
@jara_toni
@pyscalellc
@pakay20
@agimediata

Top Tweeters in G6:
@pekkalooking
@joshspero
@roeroelectric
@nepabuzz1
@pearsawfly
@falcaodomilenio
@sirsandgoblin
@scottturneruon
@mathhombre
@iamscicomm

Top Tweeters in G7:
@ansisegle
@lostindisco
@chillin_guy
@nick_zen
@_betterwithage
@moragis_
@charlyaztec
@carlitoselias
@cappyanderson
@pismenno

Top Tweeters in G8:
@vschneider1
@toniradjali
@sdreyse
@ft
@parvez1
@monasmitte
@thomasforth
@grjenkin
@publichealthmap
@clearmapping

Top Tweeters in G9:
@aldoceccarelli
@listenbin
@dartdog
@restevesd
@rukku
@thomasg77
@kpfssport
@giuliowolfe
@aguil77
@tarasnovak

Top Tweeters in G10:
@gezgintrk
@trippbraden
@nicochan33
@marshacollier
@gokula15sai
@shi4tech
@gvalan
@openmarketingtv
@mediapython
@spirosmargaris