dataviz OR datavis, Twitter, 9/18/2020 1:21:22 AM, 235363


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dataviz OR datavis_2020-09-17_17-05-16.xlsx
dataviz OR datavis_2020-09-17_17-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2020
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3c7QNQZ
@dashboarddr
@jburnmurdoch
@randal_olson
@kirkdborne
@albertocairo
@janwillemtulp
@milos_agathon
@dataaugmented
@samjoiner
@bbbcccnnn

Top hashtags:
#dataviz
#datascience
#bigdata
#analytics
#covid19

Description:
Description
The graph represents a network of 5,965 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, 18 September 2020 at 00:20 UTC.

The requested start date was Friday, 18 September 2020 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 7-day, 20-hour, 1-minute period from Wednesday, 09 September 2020 at 14:04 UTC to Thursday, 17 September 2020 at 10:06 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 : 5965
Unique Edges : 3731
Edges With Duplicates : 12118
Total Edges : 15849
Number of Edge Types : 5
Tweet : 1451
Retweet : 5277
MentionsInRetweet : 7086
Replies to : 224
Mentions : 1811
Self-Loops : 1595
Reciprocated Vertex Pair Ratio : 0.0274661508704062
Reciprocated Edge Ratio : 0.0534638554216867
Connected Components : 666
Single-Vertex Connected Components : 302
Maximum Vertices in a Connected Component : 4107
Maximum Edges in a Connected Component : 12390
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.599939
Graph Density : 0.000223975875369569
Modularity : 0.483019
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,965 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, 18 September 2020 at 00:20 UTC.

The requested start date was Friday, 18 September 2020 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 7-day, 20-hour, 1-minute period from Wednesday, 09 September 2020 at 14:04 UTC to Thursday, 17 September 2020 at 10:06 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:
[67] https://interactive.aljazeera.com/aje/2020/mapping-india-and-china-disputed-borders/index.html
[51] https://www.reddit.com/r/dataisbeautiful/comments/irx2h6/oc_most_popular_programming_languages_according/
[34] https://www.amazon.com/gp/product/1593276516/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593276516&linkCode=as2&tag=kirkdborne-20&linkId=ab334c63fc5dbb8649440d3bf5fd0bbc
[34] https://www.amazon.com/gp/product/1593279280/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593279280&linkCode=as2&tag=kirkdborne-20&linkId=2b00e83f6e64c5a5b7f3c9e2e452bee2
[32] https://www.ndtv.com/coronavirus/statesmap
[29] https://numfocus.org/your-support
[28] https://assetstore.unity.com/packages/tools/gui/world-map-globe-edition-2-150643?aid=1101lGsd
[27] https://twinybots.ch/
[22] https://www.datasciencecentral.com/profiles/blogs/8-most-used-data-science-and-machine-learning-services-for-2020
[22] https://support.sas.com/en/books/free-books.html?utm_source=sasir&utm_medium=referral&utm_campaign=datascience

Top URLs in Tweet in G1:
[33] https://www.amazon.com/gp/product/1593276516/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593276516&linkCode=as2&tag=kirkdborne-20&linkId=ab334c63fc5dbb8649440d3bf5fd0bbc
[33] https://www.amazon.com/gp/product/1593279280/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593279280&linkCode=as2&tag=kirkdborne-20&linkId=2b00e83f6e64c5a5b7f3c9e2e452bee2
[29] https://numfocus.org/your-support
[22] https://www.datasciencecentral.com/profiles/blogs/8-most-used-data-science-and-machine-learning-services-for-2020
[21] https://support.sas.com/en/books/free-books.html?utm_source=sasir&utm_medium=referral&utm_campaign=datascience
[19] https://www.datasciencecentral.com/profiles/blogs/data-as-commodity-for-data-science-professional
[19] https://www.meetup.com/pro/pydata/
[16] https://www.datasciencecentral.com/profiles/blogs/p-value-vs-critical-value
[16] https://www.youtube.com/watch?v=kXhXe3In6U4&feature=youtu.be

[9] https://www.newsletter.datasciencecentral.com/click.html?x=a62e&lc=WwX&mc=j&s=Wds&u=F&z=wSuNdP6&

Top URLs in Tweet in G2:
[3] https://twitter.com/LeDevoir/status/1306311089710346242
[1] https://blog.qlik.com/mini-charts-another-way-to-visualize-your-data
[1] https://ici.radio-canada.ca/info/2020/09/covid-19-pandemie-cas-deces-propagation-vague-maladie-coronavirus/
[1] https://ici.radio-canada.ca/info/2020/09/covid-19-pandemie-cas-deces-propagation-vague-maladie-coronavirus/index-en.html
[1] https://twitter.com/year_progress/status/1303679551374069762
[1] https://www.visualcapitalist.com/relationship-money-happiness/
[1] https://twitter.com/quantixed/status/1293287373011324928

Top URLs in Tweet in G3:
[47] https://www.reddit.com/r/dataisbeautiful/comments/irx2h6/oc_most_popular_programming_languages_according/
[11] https://www.reddit.com/r/dataisbeautiful/comments/isc8sx/oc_a_hunch_that_onion_titles_were_getting_longer/
[5] https://www.reddit.com/r/dataisbeautiful/comments/inok8a/oc_most_popular_mobile_operating_systems_2000/
[5] https://www.reddit.com/r/dataisbeautiful/comments/irdw6y/oc_waking_up_around_the_world_in_2020_how_covid19/
[3] https://www.reddit.com/r/dataisbeautiful/comments/ipbhpu/oc_trajectory_of_two_coupled_equations_for/
[3] https://www.reddit.com/r/dataisbeautiful/comments/ipx2qz/all_tom_cruises_wives_were_33_at_time_of_divorceoc/
[3] https://www.reddit.com/r/dataisbeautiful/comments/iq0a2a/oc_monte_carlo_simulation_to_determine_pi/
[3] https://www.reddit.com/r/dataisbeautiful/comments/iqplrb/ratings_of_disney_animated_classics_vs_live/
[2] https://www.reddit.com/r/dataisbeautiful/comments/imrpce/conterminous_us_elevation_generalized_by_500km%C2%B2/
[2] https://www.reddit.com/r/dataisbeautiful/comments/ipm23o/oc_visually_comparing_the_fall_of_brick_mortar/

Top URLs in Tweet in G4:
[16] https://twinybots.ch/
[5] https://t.me/joinchat/OEavsk68w9ejP4UQBt3Tog
[5] http://www.infocaptor.com/dashboard/how-to-use-sql-to-build-dashboard
[5] https://www.iconcepts.at/covid19/
[4] https://sdfanalytics.com/subscribe-energy/
[4] http://www.infocaptor.com/bubble-my-page
[3] https://www.datasciencecentral.com/profiles/blogs/understanding-implied-volatilities
[3] https://www.websystemer.no/the-lockdown-wheelie-project-part-2/
[3] https://twitter.com/cguibourg/status/1305845551288680451
[3] https://covidspreadingrates.org/

Top URLs in Tweet in G5:
[13] https://dataviz.shef.ac.uk/
[9] https://ted.europa.eu/udl?uri=TED:NOTICE:362158-2020:TEXT:EN:HTML&src=0&WT.mc_id=Twitter
[8] https://blog.datawrapper.de/beautifulcolors/
[4] https://covidspreadingrates.org/
[3] https://www.trainingmagnetwork.com/events/2530?gref=tmn-tw
[2] https://www.linkedin.com/slink?code=dPRZhng
[2] https://zoom.us/j/96180162152
[2] https://sci.esa.int/star_mapper/
[2] https://analyticsindiamag.com/visualizing-sentiment-analysis-reports-using-scattertext-nlp-tool/
[2] http://5w-consulting.com

Top URLs in Tweet in G6:
[8] https://flowingdata.com/2020/05/21/reopening-states-and-how-they-currently-measure-up/
[4] https://statisticsglobe.com/r-layout-function-arrange-plots/
[4] https://www.compassred.com/data-journal/top-3-things-to-make-your-rmarkdown-better-part-1?utm_medium=social&utm_source=twitter&utm_campaign=content
[4] 2020&utm_content=general
[3] https://github.com/robert-mdh-bui/tidy-tuesday/blob/master/200909/animate_scratch.Rmd
[3] https://www.meetup.com/datavis-zurich/events/272270223/
[3] https://twitter.com/IXT/status/1305436368970166273
[2] https://github.com/robert-mdh-bui/tidy-tuesday/tree/master/200914
[2] https://statisticsglobe.com/dist-function-in-r/
[2] https://statisticsglobe.com/optimize-function-in-r/

Top URLs in Tweet in G7:
[6] https://workrooms.ucalgary.ca/calendar/lcr-workshops/vismeetup
[5] https://medium.com/nightingale/writing-alt-text-for-data-visualization-2a218ef43f81
[3] http://id.lib.harvard.edu/alma/99153847094603941/catalog?utm_content=buffer7da50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/DataVizSociety/status/1305875477173854208
[2] https://medium.com/nightingale/the-future-of-dataviz-festivals-ebc2d0573878
[2] https://forms.gle/acHb9htY8giUL4bD8
[2] http://www.visualizingbuffy.com/
[2] http://www.visualizingbuffy.com/episode1x01.html
[2] https://www.youtube.com/watch?v=BdylTzMeOEo

[2] https://yourls.surveylegend.com/s/2j9c

Top URLs in Tweet in G8:
[2] https://medium.com/@urban_institute/applying-racial-equity-awareness-in-data-visualization-bd359bf7a7ff
[1] https://www.noz.de/deutschland-welt/gut-zu-wissen/artikel/2125744/jahresbericht-zur-deutschen-einheit-wo-deutschland-gleich-tickt-und-wo-nicht
[1] https://github.com/njdehoog/awesome-data-journalism
[1] https://thecorrespondent.com/664/how-maps-in-the-media-make-us-more-negative-about-migrants/738023272448-bac255ba
[1] https://twitter.com/bjpols/status/1304737788663869440
[1] https://graphichunters.nl/better-present
[1] https://graphichunters.nl/infographic-storytelling/
[1] https://graphichunters.nl/better-presentations/
[1] https://policyviz.com/product/a-guide-to-advanced-data-visualization-in-excel-2016/
[1] https://github.com/umarhassan1996/data-viz-tutorials-and-resources

Top URLs in Tweet in G9:
[8] https://autome.me/best-types-of-data-visualization-tools-available-today/
[5] https://manning.com/dotd?utm_source=twitter&utm_medium=organic&utm_campaign=deal_of_the_day_september_2020&utm_term=dotd&utm_content=09_15_20_data_science_bookcamp
[3] https://datadent.org/2020/09/10/through-the-eyes-of-the-user-tips-for-producers-of-global-nutrition-data-visualization-tools/
[2] https://public.tableau.com/profile/hashu.shenkar#!/vizhome/HowGoogleBecametheLeadingWebBrowserLineChartRace/LineChartRace
[2] https://public.tableau.com/profile/raghav2942#!/vizhome/GOTKills_16002325489410/GameofThronesKills
[2] https://www.linkedin.com/slink?code=edwA8Hx
[2] https://www.ontotext.com/company/news/graphdb-sql-access-mapping-tabular-data-rdf/
[2] https://public.tableau.com/profile/azad.jivani#!/vizhome/MakeoverMonday-2020W37GenderPayGap/Viz
[2] https://covidspreadingrates.org/
[1] https://www.newsletter.datasciencecentral.com/click.html?x=a62e&lc=WwX&mc=j&s=Wds&u=F&z=wSuNdP6&

Top URLs in Tweet in G10:
[4] http://milosp.info/maps/full/eur_rail.png
[2] http://milosp.info/maps/full/motorways.png
[1] https://twitter.com/milos_agathon/status/1305423537222582272
[1] https://www.wegobeyond.co.uk/oracle-analytics-summit-2020-spatial-and-analytics/
[1] https://www.reddit.com/r/dataisbeautiful/comments/fwy7dj/oc_the_remarkable_decline_in_child_mortality/?utm_source=share&utm_medium=mweb

Top Domains
Top Domains in Tweet in Entire Graph:
[353] twitter.com
[151] datasciencecentral.com
[142] reddit.com
[77] tableau.com
[74] amazon.com
[72] youtube.com
[68] aljazeera.com
[67] medium.com
[66] github.com
[48] howmuch.net

Top Domains in Tweet in G1:
[145] datasciencecentral.com
[67] twitter.com
[66] amazon.com
[33] ndexbio.org
[32] highcharts.com
[30] youtube.com
[29] numfocus.org
[21] sas.com
[21] meetup.com
[14] medium.com

Top Domains in Tweet in G2:
[5] twitter.com
[2] radio-canada.ca
[1] qlik.com
[1] visualcapitalist.com

Top Domains in Tweet in G3:
[118] reddit.com
[2] amazon.com
[1] chartfleau.com
[1] substack.com
[1] tweetedtimes.com
[1] github.com
[1] sciencemag.org
[1] datawrapper.de

Top Domains in Tweet in G4:
[56] twitter.com
[16] twinybots.ch
[16] reddit.com
[15] tableau.com
[12] linkedin.com
[11] medium.com
[10] infocaptor.com
[7] github.com
[5] t.me
[5] github.io

Top Domains in Tweet in G5:
[15] ac.uk
[10] twitter.com
[9] europa.eu
[9] datawrapper.de
[4] covidspreadingrates.org
[4] youtube.com
[4] sas.com
[3] trainingmagnetwork.com
[3] tumblr.com
[2] linkedin.com

Top Domains in Tweet in G6:
[22] github.com
[14] twitter.com
[13] statisticsglobe.com
[8] flowingdata.com
[4] compassred.com
[3] milosp.info
[3] meetup.com
[2] datasketch.es
[2] youtube.com
[2] wordpress.com

Top Domains in Tweet in G7:
[20] twitter.com
[17] medium.com
[8] instagram.com
[6] ucalgary.ca
[4] linkedin.com
[4] visualizingbuffy.com
[3] harvard.edu
[2] google.com
[2] tableau.com
[2] forms.gle

Top Domains in Tweet in G8:
[4] medium.com
[4] twitter.com
[3] graphichunters.nl
[2] github.com
[2] stephanieevergreen.com
[1] noz.de
[1] thecorrespondent.com
[1] policyviz.com
[1] evalacademy.com
[1] zoom.us

Top Domains in Tweet in G9:
[39] tableau.com
[8] autome.me
[7] linkedin.com
[6] manning.com
[4] twitter.com
[4] datadent.org
[2] peakd.com
[2] ontotext.com
[2] covidspreadingrates.org
[2] youtube.com

Top Domains in Tweet in G10:
[6] milosp.info
[1] twitter.com
[1] co.uk
[1] reddit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3691] dataviz
[793] datascience
[406] bigdata
[368] analytics
[323] covid19
[322] machinelearning
[304] data
[217] datascientists
[209] artificialintelligence
[202] rstats



Top Hashtags in Tweet in G1:
[671] dataviz
[559] datascience
[351] bigdata
[316] analytics
[290] machinelearning
[210] datascientists
[199] cloud
[197] artificialintelligence
[172] ai
[152] data

Top Hashtags in Tweet in G2:
[501] dataviz
[4] ft
[4] covid
[1] coronavirus
[1] pandemic
[1] dataanalytics
[1] ai
[1] machinelearning
[1] bigdata
[1] neuralnetwork

Top Hashtags in Tweet in G3:
[139] dataviz
[80] datascience
[45] programming
[10] amazon
[6] california
[5] mobile
[3] datascientists
[2] stockmarket
[2] trading
[2] stocks

Top Hashtags in Tweet in G4:
[317] dataviz
[29] datavisualization
[27] covid19
[25] datavis
[19] data
[17] analytics
[17] datascience
[16] gis
[14] visualization
[14] maps

Top Hashtags in Tweet in G5:
[154] dataviz
[114] covid19
[13] datavisualization
[11] data
[10] communication
[9] transparency
[9] datavisualisation
[6] opendata
[5] eudataviz
[4] design

Top Hashtags in Tweet in G6:
[161] tidytuesday
[155] dataviz
[81] rstats
[33] datascience
[26] ggplot2
[23] shiny
[16] tidyverse
[16] friends
[16] maps
[15] r4ds

Top Hashtags in Tweet in G7:
[147] dataviz
[57] datafam
[45] datavisualization
[44] running
[19] infovis
[13] tableau
[11] ieeevis
[11] makeovermonday
[10] siggraph
[10] ieeecga

Top Hashtags in Tweet in G8:
[31] dataviz
[4] covid19
[3] professionaldevelopment
[2] storytelling
[2] ddj
[2] shiny
[2] eval
[2] evaltwitter
[1] deutscheeinheit
[1] maps

Top Hashtags in Tweet in G9:
[124] dataviz
[40] tableau
[34] datafam
[32] makeovermonday
[24] data
[23] datascience
[15] datavisualization
[11] python
[10] mmvizreview
[10] knowledgegraph

Top Hashtags in Tweet in G10:
[20] infrastructure
[17] dataviz
[16] motorway
[16] roads
[14] maps
[12] datascience
[12] rstats
[10] geospatial
[7] railway
[7] railways

Top Words
Top Words in Tweet in Entire Graph:
[3691] #dataviz
[1051] data
[794] time
[793] #datascience
[626] today
[613] over
[604] chart
[588] covid
[517] age
[515] group

Top Words in Tweet in G1:
[671] #dataviz
[559] #datascience
[362] gt
[351] #bigdata
[316] #analytics
[290] #machinelearning
[267] data
[233] kirkdborne
[224] learning
[210] #datascientists

Top Words in Tweet in G2:
[501] #dataviz
[485] chart
[484] today
[483] age
[482] case
[482] inspired
[481] brings
[481] fresh
[481] covid
[481] repertoire

Top Words in Tweet in G3:
[308] randal_olson
[200] population
[197] wrote
[197] animal
[196] cool
[196] someone
[196] script
[196] builds
[196] face
[196] based

Top Words in Tweet in G4:
[317] #dataviz
[66] data
[56] dataviz
[29] #datavisualization
[27] #covid19
[26] more
[25] #datavis
[19] using
[19] #data
[19] visualization

Top Words in Tweet in G5:
[154] #dataviz
[126] see
[122] project
[114] #covid19
[114] each
[113] simulation
[113] spreading
[112] janwillemtulp
[112] side
[112] intuitive

Top Words in Tweet in G6:
[161] #tidytuesday
[155] #dataviz
[84] week
[81] #rstats
[75] spending
[73] thanks
[63] thomas_mock
[56] data
[56] cedscherer
[48] friends

Top Words in Tweet in G7:
[147] #dataviz
[57] #datafam
[55] hi
[52] data
[51] making
[48] finally
[45] #datavisualization
[45] tamasgaspar2
[44] quite
[44] keen

Top Words in Tweet in G8:
[125] super
[125] maps
[125] puntofisso
[124] cguibourg
[124] mapping
[124] choices
[124] affect
[124] views
[124] migrants
[124] interesting

Top Words in Tweet in G9:
[124] #dataviz
[45] data
[40] #tableau
[34] #datafam
[32] #makeovermonday
[25] #data
[25] week
[23] #datascience
[22] tableau
[20] viz

Top Words in Tweet in G10:
[124] milos_agathon
[97] map
[76] shows
[66] people
[64] nearly
[64] 000
[64] killed
[60] proportion
[60] respondents
[60] afford

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[498] over,time
[496] covid,#dataviz
[495] chart,covid
[495] age,group
[494] today,brings
[494] brings,fresh
[494] fresh,chart
[494] #dataviz,repertoire
[494] repertoire,heatmap
[494] heatmap,case

Top Word Pairs in Tweet in G1:
[189] gt,gt
[150] one,time
[150] gt,complete
[150] complete,list
[150] list,best
[150] best,cheat
[150] cheat,sheets
[150] sheets,#datascientists
[150] #datascientists,great
[150] great,learning

Top Word Pairs in Tweet in G2:
[481] today,brings
[481] brings,fresh
[481] fresh,chart
[481] chart,covid
[481] covid,#dataviz
[481] #dataviz,repertoire
[481] repertoire,heatmap
[481] heatmap,case
[481] case,rates
[481] rates,age

Top Word Pairs in Tweet in G3:
[196] cool,someone
[196] someone,wrote
[196] wrote,script
[196] script,builds
[196] builds,face
[196] face,animal
[196] animal,based
[196] based,population
[196] population,species
[196] species,each

Top Word Pairs in Tweet in G4:
[13] data,visualization
[12] #maps,#dataviz
[12] 09,2019
[12] sp,morte
[12] morte,morte#1
[12] morte#1,masculino
[12] #mapa,#violencia
[12] #violencia,#dadosabertos
[12] #dadosabertos,#transparencia
[12] #transparencia,#dataviz

Top Word Pairs in Tweet in G5:
[112] side,project
[112] project,simulation
[112] simulation,intuitive
[112] intuitive,sense
[112] sense,fast
[112] fast,#covid19
[112] #covid19,spreading
[112] spreading,each
[112] each,country
[112] country,see

Top Word Pairs in Tweet in G6:
[34] kierisi,thomas_mock
[33] thanks,kierisi
[33] thomas_mock,thanks
[33] thanks,#tidytuesday
[33] #tidytuesday,challenge
[33] challenge,huge
[33] huge,portfolio
[32] cedscherer,thanks
[30] #tidytuesday,week
[26] spending,kids

Top Word Pairs in Tweet in G7:
[55] hi,#datafam
[44] #datafam,quite
[44] quite,keen
[44] keen,making
[44] making,#datavisualization
[44] #datavisualization,passion
[44] passion,#running
[44] #running,finally
[43] tamasgaspar2,hi
[20] data,visualization

Top Word Pairs in Tweet in G8:
[124] mapping,choices
[124] choices,affect
[124] affect,views
[124] views,migrants
[124] migrants,super
[124] super,interesting
[124] interesting,look
[124] look,bias
[124] bias,created
[124] created,maps

Top Word Pairs in Tweet in G9:
[12] #datafam,#dataviz
[11] data,visualization
[10] #tableau,#dataviz
[10] trimydata,charliehtableau
[10] #dataviz,#tableau
[9] visualization,tools
[8] best,types
[8] types,data
[8] tools,available
[8] available,today

Top Word Pairs in Tweet in G10:
[72] milos_agathon,map
[65] map,shows
[64] 000,people
[64] people,killed
[60] shows,proportion
[60] proportion,respondents
[60] respondents,afford
[60] afford,goods
[60] goods,services
[60] services,necessary

Top Replied-To
Top Replied-To in Entire Graph:
@vicgovdhhs
@dataviz_
@silver_1494
@ac43eii0e
@a_j_dataviz
@albertocairo
@kareem_carr
@padillamorenom
@senecillolara35
@visualisingdata

Top Replied-To in G1:
@owenjpowell
@jeremypk
@michaeldrutar

Top Replied-To in G2:
@maartenzam
@pfsmet
@sylviafysica

Top Replied-To in G3:
@benmarwick
@chris_harrod

Top Replied-To in G5:
@filwd
@opendatawatch
@pop_rebeca
@visualisingdata
@fedfragapane
@hmtk
@moritz_stefaner
@mslima
@lisacrost
@eiagov

Top Replied-To in G6:
@bokeh
@kaija_bean
@cedscherer
@naomijball
@asinnema
@visualisingdata

Top Replied-To in G7:
@albertocairo
@ccgramazio
@smgbray
@alexdupler
@threddyrex
@moaimx
@polishginger
@tamasgaspar2

Top Replied-To in G8:
@evalacademy
@mzlotor
@piercemanlangit
@picpedant
@cguibourg

Top Replied-To in G9:
@camsemantics
@blockchain_exp
@3ienews
@datajoshh
@nick612haylund
@nisa_mara
@tableaupublic
@ltavernier7

Top Mentioned
Top Mentioned in Entire Graph:
@jburnmurdoch
@randal_olson
@kirkdborne
@milos_agathon
@puntofisso
@cguibourg
@janwillemtulp
@richardeudes
@katzish
@bomoimajid

Top Mentioned in G1:
@kirkdborne
@richardeudes
@bomoimajid
@isitceurope
@falsesenseofsec
@fisher85m
@mikequindazzi
@sheena2804
@slanatech
@soticoker

Top Mentioned in G2:
@jburnmurdoch
@naelshiab
@fdaudens
@pfsmet
@victimofmaths
@radiocanadainfo
@pradeeprao_
@qlik_fr
@visualpatrik
@geo_spatialist

Top Mentioned in G3:
@randal_olson
@github
@dataisbeautiful
@theonion
@kirkdborne
@archaeometer
@carlydigsit
@chris_harrod
@chrisstantis
@moorejh

Top Mentioned in G4:
@husariamktg
@annaktaknev
@themediumz
@nalron_

Top Mentioned in G5:
@janwillemtulp
@eulawdatapubs
@eu_opendata
@fedfragapane
@xocasgv
@visualisingdata
@eu_eurostat
@la_lettura
@antonbardera
@moritz_stefaner

Top Mentioned in G6:
@thomas_mock
@cedscherer
@kierisi
@r4dscommunity
@sxywu
@nicholasstrayer
@silla_abrasax
@nflfastr
@letour
@robert_b_

Top Mentioned in G7:
@tamasgaspar2
@datavizsociety
@albertocairo
@datajournalism
@imperativusz
@encode_info
@guardianclasses
@defilippovale
@zebrabi
@amycesal

Top Mentioned in G8:
@puntofisso
@cguibourg
@evalacademy
@evergreendata
@annkemery
@annabehrend
@ahlstromvij
@heather_rolfe
@johnnyrunge
@williamlallen

Top Mentioned in G9:
@trimydata
@charliehtableau
@tableaupublic
@tableau
@connected_data
@blockchain_exp
@tamasgaspar2
@automeme
@dataschoolau
@callmedeeray

Top Mentioned in G10:
@milos_agathon
@datavizmark
@oracleanalytics
@spatialhannes
@alekswritescode
@kirkdborne
@pj_go_2020

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@rk70534
@edinburghwatch
@robre62
@cloudwanderer3
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@eggry

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@codernotesbot
@itknowingness
@taieb_bot
@xaelbot
@zimei_no_ri

Top Tweeters in G2:
@monty_chadha
@johnjoechad
@markplackett1
@curiocat13
@thestephenralph
@deathtocrazy
@softgrasswalker
@catherinemginn
@demfromct
@lindakws1

Top Tweeters in G3:
@kimvie
@ybreevaart67_63
@starchyarchie
@sdreyse
@komiska
@ayirpelle
@annaanthro
@drferdowsi
@gombang
@vaselby

Top Tweeters in G4:
@chandanrtcs
@topnewsites
@stephaniekays
@cyberia_mix
@patosins
@lucasoft_co_uk
@dd_nana_
@torresburriel
@robbtuftshockey
@quasagroup

Top Tweeters in G5:
@katcapps
@aibexint
@fastcompany
@nordicgeo
@clearmapping
@ain92ru
@trainmagnetwork
@dtwyman
@smxfr
@lukaszkort

Top Tweeters in G6:
@iinderz
@ccprakay
@toudajew
@dhumpachika
@bbbcccnnn
@totul69
@nzz
@abhworthington
@asinnema
@ruebenhorst

Top Tweeters in G7:
@dwatchnews
@conjja
@joseph_santoro
@margymaclibrary
@info_aus
@albertocairo
@sciam
@accuweather
@tincho_for_ever
@mikestucka

Top Tweeters in G8:
@_l17r_
@baaldl
@kimbangtong
@chabis_ch
@walking_sempre
@noz_de
@puntofisso
@nasa
@karlamov
@bluegod

Top Tweeters in G9:
@billnigh
@cerealsmiamiam
@dataaugmented
@ricardo_ik_ahau
@spirosmargaris
@ronald_vanloon
@haroldsinnott
@miad
@ram_tiwari_
@manningbooks

Top Tweeters in G10:
@juliolxxix
@arjpascal
@kataphraktes
@act_a__fool
@jumalatuoni
@schiffer_pg14
@bobstar_m
@vparrillaaixela
@wolf_forest_228
@victoriamulgrav