dataviz OR datavis, Twitter, 11/26/2021 1:40:47 AM, 266981


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dataviz OR datavis_2021-11-25_17-05-16.xlsx
dataviz OR datavis_2021-11-25_17-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 26, 2021
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3cRdcTU
@ricardo_ik_ahau
@randal_olson
@jburnmurdoch
@dashboarddr
@dr_xeo
@ingliguori
@neilrkaye
@this0499154500
@enricomolinari
@meta

Top hashtags:
#dataviz
#datascience
#ai
#analytics
#python
#bigdata
#programming

Description:
Description
The graph represents a network of 4,250 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, 26 November 2021 at 01:14 UTC.

The requested start date was Friday, 26 November 2021 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 5-day, 5-hour, 48-minute period from Friday, 19 November 2021 at 20:58 UTC to Thursday, 25 November 2021 at 02:47 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 : 4250
Unique Edges : 2977
Edges With Duplicates : 14295
Total Edges : 17272
Number of Edge Types : 5
Retweet : 6203
MentionsInRetweet : 8832
Tweet : 916
Mentions : 1190
Replies to : 131
Self-Loops : 1010
Reciprocated Vertex Pair Ratio : 0.0137501809234332
Reciprocated Edge Ratio : 0.0271273557966876
Connected Components : 383
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 3172
Maximum Edges in a Connected Component : 15571
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.718371
Graph Density : 0.000387855966109673
Modularity : 0.363396
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,250 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, 26 November 2021 at 01:14 UTC.

The requested start date was Friday, 26 November 2021 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 5-day, 5-hour, 48-minute period from Friday, 19 November 2021 at 20:58 UTC to Thursday, 25 November 2021 at 02:47 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:
[80] https://www.datasciencecentral.com/profiles/blogs/data-scientists-data-engineers-software-engineers-the-difference
[78] https://www.reddit.com/r/dataisbeautiful/comments/qyc6k8/oc_city_isochrones_how_far_can_you_drive_in_one/
[51] https://www.aitimejournal.com/@melissa.drew/the-ai-procurement-gap
[45] https://twinybots.ch/
[42] https://developers.google.com/machine-learning/crash-course/
[42] https://www.insurancebusinessmag.com/us/news/cyber/measured-insurance-rolls-out-partner-program-for-cybersecurity-vendors-316717.aspx#.YZ2TIg9o8qA.twitter
[39] https://www.raconteur.net/sustainability/climate-change/backdate-carbon-emissions/?utm_source=ActiveCampaign&utm_medium=email&utm_content=Ransomware%3A+a+CIO+s+recovery+guide&utm_campaign=Daily-newsletter-tues-nov23-6am
[38] https://www.biometricupdate.com/202111/the-rise-of-ethical-facial-recognition
[35] https://www.insurancebusinessmag.com/us/business-news/jandjs-settlement-push-rejected-by-talc-cancer-victims-317538.aspx#.YZ2V-JQBf3c.twitter
[33] https://www.whizlabs.com:443/blog/data-science-vs-big-data-vs-data-analytics/

Top URLs in Tweet in G1:
[79] https://www.datasciencecentral.com/profiles/blogs/data-scientists-data-engineers-software-engineers-the-difference
[51] https://www.aitimejournal.com/@melissa.drew/the-ai-procurement-gap
[42] https://www.insurancebusinessmag.com/us/news/cyber/measured-insurance-rolls-out-partner-program-for-cybersecurity-vendors-316717.aspx#.YZ2TIg9o8qA.twitter
[40] https://developers.google.com/machine-learning/crash-course/
[39] https://www.raconteur.net/sustainability/climate-change/backdate-carbon-emissions/?utm_source=ActiveCampaign&utm_medium=email&utm_content=Ransomware%3A+a+CIO+s+recovery+guide&utm_campaign=Daily-newsletter-tues-nov23-6am
[38] https://www.biometricupdate.com/202111/the-rise-of-ethical-facial-recognition
[35] https://www.insurancebusinessmag.com/us/business-news/jandjs-settlement-push-rejected-by-talc-cancer-victims-317538.aspx#.YZ2V-JQBf3c.twitter
[33] https://www.whizlabs.com:443/blog/data-science-vs-big-data-vs-data-analytics/
[33] https://www.insurancebusinessmag.com/us/news/breaking-news/lemonade-taps-usaa-veteran-as-chief-claims-officer-317195.aspx#.YZoGa6aPUK0.twitter
[31] https://www.insurancebusinessmag.com/us/risk-management/operational/insurance-implications-of-the-supply-chain-crisis-317094.aspx#.YZoFM0BTItE.twitter

Top URLs in Tweet in G2:
[67] https://www.reddit.com/r/dataisbeautiful/comments/qyc6k8/oc_city_isochrones_how_far_can_you_drive_in_one/
[3] https://www.reddit.com/r/dataisbeautiful/comments/r0cmn8/lego_group_revenue_2003_2020_oc/
[3] https://www.reddit.com/r/dataisbeautiful/comments/qy4ce5/road_deaths_per_million_people_across_the_us_and/
[3] https://www.reddit.com/r/dataisbeautiful/comments/qw1bew/oc_which_programming_language_is_required_to_land/
[2] https://www.reddit.com/r/dataisbeautiful/comments/qy53kt/oc_comparing_the_top_100_boy_names_of_2000_in_vs/
[2] https://www.reddit.com/r/dataisbeautiful/comments/qyum6d/oc_some_people_in_europe_believe_weird_things/
[2] https://www.reddit.com/r/dataisbeautiful/comments/qznnu7/oc_all_the_food_i_ate_for_the_past_4_years/
[2] https://www.reddit.com/r/dataisbeautiful/comments/qzj3tp/oc_keeping_track_of_my_mood_since_the_beginning/
[2] https://www.reddit.com/r/dataisbeautiful/comments/qzmhf6/oc_number_of_birthday_posts_on_my_facebook_wall/
[2] https://www.reddit.com/r/dataisbeautiful/comments/r06tl9/oc_distribution_of_jeopardy_daily_doubles/

Top URLs in Tweet in G3:
[20] https://bryanwhiting.github.io/dsnews/
[11] https://op.europa.eu/en/web/euopendatadays?pk_campaign=Team%20videos&pk_source=website&pk_medium=Twitter
[7] https://op.europa.eu/en/web/euopendatadays/programme?pk_campaign=Livestreaming_EUODD&pk_source=website&pk_medium=Twitter
[6] https://app.sli.do/event/axmkperw/live/questions
[6] https://app.sli.do/event/iycy04vh/live/questions
[6] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[5] https://op.europa.eu/en/web/eudataviz/programme
[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
[5] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football

Top URLs in Tweet in G4:
[2] https://twitter.com/jburnmurdoch/status/1463450360161394689
[2] https://twitter.com/jburnmurdoch/status/1463450302212886530
[1] https://twitter.com/visualisingdata/status/1463470807246585860
[1] https://giftarticle.ft.com/giftarticle/actions/redeem/fa09061c-c75a-4e92-bcaa-581a8fac69fb
[1] https://twitter.com/jamiesmythf/status/1463505602399936514

Top URLs in Tweet in G5:
[5] https://play.google.com/store/apps/details?id=com.red.studio.status.downloader
[4] https://datastori.es/163-svelte-js-for-web-based-dataviz-with-amelia-wattenberger/
[4] https://systemsdigest.com/organisations/databox
[3] https://PowerBIFest.com
[2] https://journalismcourses.org/coursecat/self-directed-courses/
[2] https://twitter.com/jburnmurdoch/status/1463450302212886530
[2] https://www.chi2innovations.com/blog/21-books-dataviz/
[2] https://www.fiverr.com/nhshapiro?utm_source=34119&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=34119_11531119&show_join=true
[2] http://www.fiverr.com/nhshapiro/create-google-data-studio-dashboards-and-reports?utm_source=34119&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=34119_11531117&show_join=true
[2] https://www.upwork.com/services/product/google-data-studio-reports-for-your-website-search-console-google-ads-1350113375819354112

Top URLs in Tweet in G6:
[2] https://twitter.com/Julian_H0ffmann/status/1462518506155618306?t=WUNbsvLRYezJKE7_jjp_RQ&s=19
[2] https://twitter.com/thisismichaeld/status/1461849680191451141
[2] https://www.reddit.com/r/dataisbeautiful/comments/qyc6k8/oc_city_isochrones_how_far_can_you_drive_in_one/
[1] https://twitter.com/Julian_H0ffmann/status/1455466623104606211?t=-MqW04dPrkpZAv8Whe_Lfg&s=19
[1] https://www.ft.com/content/072b5c87-7330-459b-a947-be6767a1099d
[1] https://www.ft.com/content/875f6d2d-b09d-406c-b97c-64f987481cf8
[1] https://onsvisual.github.io/geo-draw/
[1] https://junto.fr/blog/data_visualisation/
[1] https://junto.fr/blog/data-visualisation/

Top URLs in Tweet in G7:
[3] http://www.verigazeteciligi.com/veri-gazeteciliginin-durumu-2021-anketi/
[3] http://www.verigazeteciligi.com/verilerinizi-korumak-icin-bir-kilavuz/
[3] https://twitch.tv/infodata24
[2] http://www.verigazeteciligi.com/stoler-icin-temel-veri-egitimi-kilavuzu/
[2] http://www.verigazeteciligi.com/advocacy-assemly-veri-gazeteciligi-gorsellestirme-egitimleri/
[2] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/
[2] http://www.verigazeteciligi.com/veri-gazetecileri-icin-egitim-sunumlari-veritabani/
[2] https://twinybots.ch/
[1] https://www.domestika.org/en/courses/2495-data-visualization-and-information-design-create-a-visual-model/federica_fragapane
[1] https://www.hicetnunc.xyz/objkt/523279

Top URLs in Tweet in G8:
[18] https://twinybots.ch/
[5] https://streamlit.gishub.org
[4] https://github.com/giswqs/streamlit-geospatial
[3] https://griddb.net/en/blog/exploring-customers-personalities-using-python/
[3] https://www.datasciencecentral.com/profiles/blogs/could-an-ai-ethics-audit-end-up-like-gdpr
[2] https://deepai.org/machine-learning-glossary-and-terms/data-visualization
[2] https://medium.com/@realamit2180/tensors-in-machine-learning-549c72d2ac1e?source=rss------tensorflow-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[1] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[1] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/

Top URLs in Tweet in G9:
[18] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[12] https://www.datacamp.com/courses/data-visualization-for-everyone?irclickid=&irgwc=1
[9] https://emilhvitfeldt.github.io/r-color-palettes/discrete.html
[5] https://github.com/Pecners/tidytuesday/tree/master/2021/2021-11-23
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F8-rules-for-optimal-use-of-color-in-data-visualization-b283ae1fc1e2
[4] https://www.datacamp.com/courses/interactive-data-visualization-with-rbokeh?irclickid=&irgwc=1
[3] https://twitter.com/drob/status/1463250696376041480
[3] https://www.datacamp.com/courses/intermediate-interactive-data-visualization-with-plotly-in-r?irclickid=&irgwc=1
[2] https://www.datacamp.com/courses/introduction-to-data-science-in-python?irclickid=&irgwc=1&%3D
[1] https://www.datacamp.com/courses/interactive-data-visualization-with-bokeh?irclickid=&irgwc=1

Top URLs in Tweet in G10:
[17] https://www.visualcapitalist.com/visualizing-200-years-of-u-s-population-density/
[6] https://insights.invyo.io/europe/analyses/comment-faire-votre-veille-de-marche-efficacement-en-2021-grace-a-la-data/
[2] https://www.simplilearn.com/tutorials/power-bi-tutorial/what-is-power-bi
[2] https://www.malkamdior.com/2018/08/how-to-create-social-network-using-seo.html?m=1
[1] https://www.datacamp.com/community/blog/oss-infographic
[1] https://technative.io/democratising-data-prescriptive-analytics/
[1] https://twitter.com/VisualCap/status/1463160564981682195
[1] https://twitter.com/RedTheBot_/status/1459471854847016961

Top Domains
Top Domains in Tweet in Entire Graph:
[524] insurancebusinessmag.com
[187] twitter.com
[157] github.com
[127] reddit.com
[114] mckinsey.com
[97] raconteur.net
[96] datasciencecentral.com
[83] biometricupdate.com
[70] medium.com
[63] aitimejournal.com

Top Domains in Tweet in G1:
[523] insurancebusinessmag.com
[114] mckinsey.com
[97] raconteur.net
[88] datasciencecentral.com
[83] biometricupdate.com
[63] aitimejournal.com
[49] google.com
[41] github.com
[40] medium.com
[33] whizlabs.com

Top Domains in Tweet in G2:
[101] reddit.com
[7] tableau.com
[2] co.uk
[2] dw.com
[1] atlatszo.hu
[1] youtube.com
[1] github.com
[1] github.io
[1] twitter.com
[1] tandfonline.com

Top Domains in Tweet in G3:
[28] europa.eu
[24] twitter.com
[21] economist.com
[20] github.io
[12] sli.do
[5] smh.re
[4] policyviz.com
[4] nightingaledvs.com
[2] europeandatajournalism.eu
[2] kickstarter.com

Top Domains in Tweet in G4:
[6] twitter.com
[1] ft.com

Top Domains in Tweet in G5:
[36] twitter.com
[21] cityofnewyork.us
[13] smh.re
[7] chi2innovations.com
[6] fiverr.com
[5] google.com
[4] medium.com
[4] datastori.es
[4] systemsdigest.com
[3] powerbifest.com

Top Domains in Tweet in G6:
[5] twitter.com
[2] ft.com
[2] junto.fr
[2] reddit.com
[1] github.io

Top Domains in Tweet in G7:
[16] verigazeteciligi.com
[4] twitter.com
[3] twitch.tv
[2] anaconda.com
[2] kdnuggets.com
[2] twinybots.ch
[1] domestika.org
[1] hicetnunc.xyz
[1] illustratieambassade.nl
[1] co.uk

Top Domains in Tweet in G8:
[18] twinybots.ch
[7] griddb.net
[6] medium.com
[5] github.com
[5] gishub.org
[4] datasciencecentral.com
[3] youtube.com
[2] deepai.org
[1] google.com
[1] viewscoupon.com

Top Domains in Tweet in G9:
[35] datacamp.com
[34] github.com
[9] github.io
[5] twitter.com
[5] youtube.com
[5] medium.com
[2] google.com
[2] netlify.app
[1] r-graph-gallery.com
[1] pentademy.com

Top Domains in Tweet in G10:
[17] visualcapitalist.com
[6] invyo.io
[2] twitter.com
[2] simplilearn.com
[2] malkamdior.com
[1] datacamp.com
[1] technative.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2587] dataviz
[2523] datascience
[1644] ai
[1444] analytics
[1179] python
[1171] bigdata
[1133] programming
[1066] datascientists
[1003] fintech
[945] insurtech



Top Hashtags in Tweet in G1:
[2036] datascience
[1533] ai
[1365] analytics
[1130] bigdata
[1070] python
[1053] datascientists
[997] fintech
[942] insurtech
[837] programming
[781] finserv

Top Hashtags in Tweet in G2:
[392] dataviz
[268] datascience
[267] programming
[266] machinelearning
[65] travel
[17] makeovermonday
[10] datavisualization
[9] cbias2021
[8] bioimaging
[7] rakuten

Top Hashtags in Tweet in G3:
[218] dataviz
[115] euopendatadays
[59] eudataviz
[50] opendata
[18] data
[14] datastorytelling
[14] covid19
[9] datavisualisation
[8] concurs
[7] eudatathon

Top Hashtags in Tweet in G4:
[6] dataviz

Top Hashtags in Tweet in G5:
[193] dataviz
[21] nyc
[20] data
[15] datascience
[14] euopendatadays
[14] opendata
[10] analytics
[10] analysis
[10] googledatastudio
[8] datavisualization

Top Hashtags in Tweet in G6:
[137] 30daymapchallenge
[71] blender3d
[27] dataviz
[11] b3d
[6] gischat
[4] 3dmap
[4] transport
[4] 3d
[4] rspatial
[3] rstats

Top Hashtags in Tweet in G7:
[129] dataviz
[75] dataart
[69] machinelearning
[57] ai
[48] datavisualization
[29] analytics
[18] ddj
[8] 30daymapchallenge
[7] charts
[5] webdeveloper

Top Hashtags in Tweet in G8:
[99] la
[18] datavis
[16] griddb
[11] dataviz
[10] python
[8] machinelearning
[8] nasa
[8] streamlit
[7] learning
[5] geospatial

Top Hashtags in Tweet in G9:
[96] tidytuesday
[89] dataviz
[59] rstats
[21] ggplot2
[13] 30daymapchallenge
[12] datavisualization
[10] tidyverse
[10] python
[8] datascience
[6] lasso

Top Hashtags in Tweet in G10:
[46] dataviz
[17] data
[17] ai
[17] population
[17] usa
[17] demographics
[15] datascience
[10] iiot
[10] ioe
[10] cx

Top Words
Top Words in Tweet in Entire Graph:
[2587] #dataviz
[2523] #datascience
[2317] data
[1644] #ai
[1444] #analytics
[1350] ingliguori
[1179] #python
[1171] #bigdata
[1133] #programming
[1066] #datascientists

Top Words in Tweet in G1:
[2036] #datascience
[1533] #ai
[1365] #analytics
[1328] ingliguori
[1130] #bigdata
[1128] data
[1070] #python
[1053] #datascientists
[1052] enricomolinari
[997] #fintech

Top Words in Tweet in G2:
[392] #dataviz
[331] randal_olson
[278] data
[270] source
[268] #datascience
[267] #programming
[266] languages
[266] required
[266] jobs
[266] meta

Top Words in Tweet in G3:
[218] #dataviz
[115] #euopendatadays
[92] 60
[69] speakers
[59] more
[58] data
[57] #eudataviz
[55] 23
[54] first
[53] people

Top Words in Tweet in G4:
[380] booster
[195] jburnmurdoch
[191] story
[191] uk
[191] shows
[190] big
[190] effect
[190] morning
[190] ve
[190] rolled

Top Words in Tweet in G5:
[193] #dataviz
[45] data
[24] source
[24] dataviz
[21] #nyc
[20] #data
[18] map
[16] speakers
[16] check
[16] more

Top Words in Tweet in G6:
[159] day
[137] #30daymapchallenge
[103] map
[99] data
[96] julian_h0ffmann
[75] made
[74] experimental
[71] #blender3d
[69] density
[51] london

Top Words in Tweet in G7:
[129] #dataviz
[92] data
[75] #dataart
[74] made
[72] part
[71] kirellbenzi
[69] #machinelearning
[57] #ai
[48] #datavisualization
[45] storytelling

Top Words in Tweet in G8:
[112] data
[112] griddbcommunity
[99] analyzed
[99] air
[99] quality
[99] gathered
[99] epa
[99] #la
[99] county
[99] see

Top Words in Tweet in G9:
[130] data
[96] #tidytuesday
[92] visualization
[89] #dataviz
[59] #rstats
[56] week
[46] learn
[45] 63
[42] dr
[37] interactive

Top Words in Tweet in G10:
[46] #dataviz
[18] frronconi
[17] #data
[17] #ai
[17] visualizing
[17] 200
[17] years
[17] #population
[17] density
[17] visualcap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1002] #analytics,#bigdata
[943] #fintech,#insurtech
[865] #datascientists,#analytics
[806] #bigdata,#ai
[783] #insurtech,#finserv
[652] #python,#datascience
[646] #programming,#datascientists
[622] #ai,#python
[607] data,processing
[607] processing,#datascience

Top Word Pairs in Tweet in G1:
[989] #analytics,#bigdata
[940] #fintech,#insurtech
[854] #datascientists,#analytics
[798] #bigdata,#ai
[780] #insurtech,#finserv
[642] #python,#datascience
[639] #programming,#datascientists
[615] #ai,#python
[600] data,processing
[600] processing,#datascience

Top Word Pairs in Tweet in G2:
[267] #dataviz,source
[266] #programming,languages
[266] languages,required
[266] required,data
[266] data,jobs
[266] jobs,meta
[266] meta,#datascience
[265] #datascience,#machinelearning
[265] #machinelearning,#dataviz
[262] randal_olson,#programming

Top Word Pairs in Tweet in G3:
[57] 60,speakers
[45] #euopendatadays,23
[37] year's,first
[37] first,online
[37] online,#euopendatadays
[35] speakers,60
[35] 60,partners
[35] people,registered
[31] partners,2000
[31] 2000,people

Top Word Pairs in Tweet in G4:
[190] big,story
[190] story,uk
[190] uk,booster
[190] booster,effect
[190] effect,morning
[190] morning,ve
[190] ve,rolled
[190] rolled,chart
[190] chart,format
[190] format,shows

Top Word Pairs in Tweet in G5:
[21] source,#nyc
[21] #nyc,#dataviz
[12] map,source
[9] 25,november
[8] 60,speakers
[8] speakers,60
[8] 60,partners
[8] partners,2000
[8] 2000,people
[8] people,registered

Top Word Pairs in Tweet in G6:
[127] #30daymapchallenge,day
[71] experimental,map
[70] made,#blender3d
[69] map,made
[46] #blender3d,data
[45] day,22
[41] population,density
[31] day,20
[31] 20,movement
[28] vessel,density

Top Word Pairs in Tweet in G7:
[71] kirellbenzi,data
[51] #ai,#dataviz
[48] made,#ai
[45] data,storytelling
[45] storytelling,neural
[45] neural,networks
[45] networks,part
[45] part,made
[45] #dataviz,#datavisualization
[45] #datavisualization,#machinelearning

Top Word Pairs in Tweet in G8:
[99] analyzed,air
[99] air,quality
[99] quality,data
[99] data,gathered
[99] gathered,epa
[99] epa,#la
[99] #la,county
[99] county,see
[99] see,effects
[99] effects,california

Top Word Pairs in Tweet in G9:
[85] data,visualization
[28] introduction,data
[26] interactive,data
[26] week,48
[22] learn,create
[22] week's,#tidytuesday
[22] imdb,ratings
[20] visualization,everyone
[20] everyone,introduction
[20] visualization,coding

Top Word Pairs in Tweet in G10:
[17] visualizing,200
[17] 200,years
[17] years,#population
[17] #population,density
[17] density,visualcap
[17] visualcap,#usa
[17] #usa,#demographics
[17] #demographics,#dataviz
[16] frronconi,visualizing
[10] #iiot,#ioe

Top Replied-To
Top Replied-To in Entire Graph:
@visualisingdata
@sxywu
@adamslivertrade
@dataviz_
@stgocerrosisla
@mirkolorenz
@valeriesaintot
@__guilhem
@jsma5h
@sergiorodrts

Top Replied-To in G1:
@infovis_

Top Replied-To in G2:
@jeopardy408

Top Replied-To in G3:
@mirkolorenz
@valeriesaintot
@__guilhem
@datavizzdom
@jschwabish
@glenkcampbell
@sixtinebouygues
@jscaseddon
@d_d_m_g
@albertocairo

Top Replied-To in G4:
@starkeystardust
@p_surridge

Top Replied-To in G6:
@stgocerrosisla

Top Replied-To in G9:
@_amitkohli_

Top Mentioned
Top Mentioned in Entire Graph:
@ingliguori
@enricomolinari
@randal_olson
@meta
@sh_hameed
@raja00710
@jburnmurdoch
@griddbcommunity
@cloudpreacher
@neilrkaye

Top Mentioned in G1:
@enricomolinari
@ingliguori
@sh_hameed
@raja00710
@cloudpreacher
@neilrkaye
@eli_krumova
@thinklbc
@dr_xeo
@mais_abusalah

Top Mentioned in G2:
@randal_olson
@meta
@dataisbeautiful
@highvizability
@ngehlenborg
@wpisitch
@fatemehhassan14
@johanneswirges
@datavizadventur
@marysemonen

Top Mentioned in G3:
@eulawdatapubs
@jschwabish
@eu_opendata
@policyviz
@mcx83
@r3djaw
@datawrapper
@h_i_g_s_c_h
@knowage_suite
@albertocairo

Top Mentioned in G4:
@jburnmurdoch
@ft
@caitlinsgilbert
@christinezhang
@neilrkaye
@jamiesmythf

Top Mentioned in G5:
@eelrekab
@androidmar1
@sixandlaura
@nh_shapiro
@obsmetiersbtp
@aurelienroblin
@ycliao7
@thevisualized
@authenticonl2

Top Mentioned in G6:
@julian_h0ffmann
@sdbernard
@bothness
@blakerobmills
@financialtimes
@kirellbenzi
@raimun2
@stgocerrosisla
@kirkdborne
@datasciencedej

Top Mentioned in G7:
@kirellbenzi
@fedfragapane
@dagmedyaveri
@datajournalism
@twitch
@domestika
@sonjakuijpers
@telegraph
@lucatremolada
@marysemonen

Top Mentioned in G8:
@griddbcommunity
@epa
@kaggle
@streamlit
@giswqs
@winfin2
@anelia_mk
@tableau
@digitaledwyn
@sourabhskatoch

Top Mentioned in G9:
@r4dscommunity
@dd_bun_
@thomas_mock
@dd_jessica_
@issa_madjid
@annapurani93
@kylefbutts
@nrennie35
@blakerobmills
@emil_hvitfeldt

Top Mentioned in G10:
@frronconi
@visualcap
@shi4tech
@xbond49
@novigosolutions
@jblefevre60
@jeancayeux
@ashoknellikar
@baski_la
@pawlowskimario

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cryptotraderpro
@cybersec_feeds
@jurylady5
@chidambara09
@piyuanker12
@world_news_eng
@xaelbot
@llemj
@javascriptd

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@javascriptd
@codedailybot
@evankirstel
@thedeveloperbot
@milenio

Top Tweeters in G2:
@sdreyse
@photolawn
@ayirpelle
@infrahumano
@briantrice
@j_na0813
@ayibatonye0
@odirilesoul
@kamromero
@httpstatus402

Top Tweeters in G3:
@cryptotraderpro
@world_news_eng
@el_pais
@glynmoody
@tagesspiegel
@drrueckauf
@alpha1malegroom
@steltenpower
@chabis_ch
@marianatrobosky

Top Tweeters in G4:
@takawata19
@golwgymor
@hughjaeger
@lizdolphinfluff
@petuniasforever
@syawal
@newtonmark
@ft
@abdulhai23
@kishoreprabhala

Top Tweeters in G5:
@pfanderson
@pearsawfly
@jahangeerdm
@doriantaylor
@hrbrmstr
@chuck_moeller
@kinolina
@software_artist
@odsc
@dd_serena_

Top Tweeters in G6:
@harvest57688777
@toudajew
@financialtimes
@miketiffy53
@lowsulfurbunker
@davidunderdown9
@milenarodban
@ericjfkleijssen
@ijliao
@7poko_

Top Tweeters in G7:
@telegraph
@giuliog
@lupemohawk
@margymaclibrary
@grjenkin
@bbbcccnnn
@ledevoir
@motttey
@tao_pasch
@journalismjobs

Top Tweeters in G8:
@raumunz
@ml_tweet_bot
@gadiooumoul
@mu790970usman
@eldokshe
@lkafle
@zaed2721981
@rehnumasamaji
@1ar70
@nenadvasic16

Top Tweeters in G9:
@rstatstweet
@bungobot1
@davidvorpe65
@omarali50
@likeandretweet6
@sirseriki
@dd_fafa_
@dd_nana_
@news_nocode
@rstats4ds

Top Tweeters in G10:
@lorimoreno
@marshacollier
@akwyz
@shi4tech
@gvalan
@kuriharan
@drferdowsi
@mdrechsler
@spirosmargaris
@jblefevre60