dataviz OR datavis since:2021-10-04 until:2021-10-11, Twitter, 10/11/2021 3:35:00 PM, 264304


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dataviz OR datavis since:2021-10-04 until:2021-10-11 Twitter NodeXL SNA Map and Report for Monday, 1
dataviz OR datavis since:2021-10-04 until:2021-10-11 Twitter NodeXL SNA Map and Report for Monday, 1
From:
SMRFoundation
Uploaded on:
October 11, 2021
Short Description:
dataviz OR datavis since:2021-10-04 until:2021-10-11 via NodeXL https://bit.ly/3lvMaq1
@randal_olson
@gabriel_zucman
@journtoolbox
@hsquared_studio
@developerbot_v1
@drtao
@mais_abusalah
@allitorban
@dashboarddr
@tylermorganwall

Top hashtags:
#dataviz
#datascience

Description:
Description
The graph represents a network of 5,604 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-04 until:2021-10-11", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 11 October 2021 at 14:52 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 04 October 2021 at 00:04 UTC to Sunday, 10 October 2021 at 23:54 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 : 5604
Unique Edges : 9738
Edges With Duplicates : 9708
Total Edges : 19446
Number of Edge Types : 5
Retweet : 10570
MentionsInRetweet : 6132
Mentions : 1283
Tweet : 1259
Replies to : 202
Self-Loops : 1357
Reciprocated Vertex Pair Ratio : 0.0168987929433612
Reciprocated Edge Ratio : 0.033235938641344
Connected Components : 489
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 4130
Maximum Edges in a Connected Component : 17172
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.743147
Graph Density : 0.000348798562205956
Modularity : 0.499579
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,604 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-04 until:2021-10-11", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 11 October 2021 at 14:52 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 04 October 2021 at 00:04 UTC to Sunday, 10 October 2021 at 23:54 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : dataviz OR datavis since:2021-10-04 until:2021-10-11
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[282] https://www.federalreserve.gov/releases/z1/dataviz/dfa/
[125] https://github.com/tylermorganwall/rayrender
[123] https://gist.github.com/tylermorganwall/b222fcebcac3de56a6e144d73d166322
[119] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[118] https://www.reddit.com/r/dataisbeautiful/comments/q36md2/oc_how_probable_is/
[114] https://twitter.com/IdeasdeNeg0cios/status/1441900787106463744
[108] https://www.cmswire.com/information-management/7-ways-to-make-your-data-scientists-happy/
[106] https://www.forbes.com/sites/forrester/2020/04/20/are-you-prepared-to-be-data-driven/
[98] https://twitter.com/IdeasdeNeg0cios/status/1443350402079109120
[95] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week39

Top URLs in Tweet in G1:
[114] https://twitter.com/IdeasdeNeg0cios/status/1441900787106463744
[108] https://www.cmswire.com/information-management/7-ways-to-make-your-data-scientists-happy/
[106] https://www.forbes.com/sites/forrester/2020/04/20/are-you-prepared-to-be-data-driven/
[98] https://twitter.com/IdeasdeNeg0cios/status/1443350402079109120
[79] https://www.mckinsey.com/business-functions/operations/our-insights/operationalizing-machine-learning-in-processes
[73] https://twitter.com/IdeasdeNeg0cios/status/1443410702618796033
[73] https://twitter.com/IdeasdeNeg0cios/status/1443712954847961089
[68] https://techbullion.com/scope-of-data-science-in-the-sports-industry/
[64] https://www.modelop.com/wp-content/uploads/2021/10/Top_10_Questions.pdf
[64] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html

Top URLs in Tweet in G2:
[94] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week39
[39] https://www.youtube.com/watch?v=Zj3MBV4f_PE&feature=youtu.be

[32] https://janezhang.ca/posts/failing-to-freelance-in-dataviz/
[22] https://gijn.org/2021/10/08/pandora-papers-data-podcasts-scottish-care-homes/
[19] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week40
[19] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[19] https://www.bls.gov/oes/2017/may/oes291141.htm
[19] https://www.datacamp.com/courses/introduction-to-the-tidyverse?irclickid=&irgwc=1
[15] https://github.com/IcaroBernardes/tidytuesday/tree/main/week41
[13] https://github.com/nrennie/tidytuesday/tree/main/2021/05-10-2021

Top URLs in Tweet in G3:
[86] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[11] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[11] https://twitter.com/gijnTurkish/status/1446044601635192838
[7] https://public.tableau.com/views/WIP_16331139697220/Dashboard?:language=en-US&:retry=yes&:display_count=n&:origin=viz_share_link
[5] https://public.tableau.com/app/profile/naresh.suglani/viz/LewisHamilton100GrandPrixWins/Lewis100
[4] https://github.com/vizzuhq/vizzu-lib
[4] https://blog.airtable.com/connect-airtable-tableau-google-data-studio-power-bi/?utm_medium=social&utm_source=twitter
[4] https://twitter.com/gijnTurkish/status/1445651904990642186
[4] https://demo.knowage-suite.com/knowage/public/servlet/AdapterHTTP?ACTION_NAME=EXECUTE_DOCUMENT_ACTION&OBJECT_LABEL=Accident_NYC&TOOLBAR_VISIBLE=true&ORGANIZATION=DEMO&NEW_SESSION=true&PARAMETERS=hidden%3D%26hidden_field_visible_description%3D
[4] https://share.streamlit.io/giswqs/leafmap-apps/app.py

Top URLs in Tweet in G4:
[281] https://www.federalreserve.gov/releases/z1/dataviz/dfa/
[3] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/chart/#range:2006.1,2021.1;quarter:126;series:Net%20worth;demographic:networth;population:1,3;units:levels
[1] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/

Top URLs in Tweet in G5:
[124] https://github.com/tylermorganwall/rayrender
[122] https://gist.github.com/tylermorganwall/b222fcebcac3de56a6e144d73d166322
[10] https://www.informationisbeautiful.net/visualizations/worlds-biggest-data-breaches-hacks/
[10] https://www.ft.com/content/73e5f1fc-76ac-48b0-871a-7fa4e8bda69b?shareType=nongift
[8] https://twitter.com/kennethfield/status/1446148701823533057
[3] https://informationisbeautiful.net/visualizations/global-food-supply-where-does-all-the-worlds-food-go/
[2] https://newint.org/special/food-justice-files
[2] https://gist.github.com/tylermorganwall/3ee1c6e2a5dff19aca7836c05cbbf9ac
[2] https://www.datavis.ca/papers/#history
[2] https://twitter.com/mirbole01/status/1445803820542480387

Top URLs in Tweet in G6:
[113] https://www.reddit.com/r/dataisbeautiful/comments/q36md2/oc_how_probable_is/
[34] https://www.reddit.com/r/dataisbeautiful/comments/q2oe2h/more_americans_have_died_from_covid_than_from_all/
[19] https://www.reddit.com/r/dataisbeautiful/comments/q509ir/twitch_revenue_by_user_oc/
[15] https://www.reddit.com/r/dataisbeautiful/comments/pzsj1q/earths_surface_area_by_typeusage_oc/
[13] https://www.reddit.com/r/dataisbeautiful/comments/q10lx8/shaded_relief_map_of_japan_oc/
[6] https://www.reddit.com/r/dataisbeautiful/comments/pynfpz/the_vaccination_rate_in_africa_as_of_september/
[6] https://www.reddit.com/r/MapPorn/comments/po1ggb/the_longest_possible_train_travel_in_the_world/
[6] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2021-09%2Fergebnisse-bundestagswahl-gemeinde-karte
[3] https://ponderwall.com/index.php/2019/06/17/drug-arrests-gram-less/
[3] https://twitter.com/CedScherer/status/1438836874630545412

Top URLs in Tweet in G7:
[37] https://twitter.com/DrSimEvans/status/1445268108625780740
[2] https://twitter.com/randal_olson/status/1329451595277414402
[1] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week40
[1] https://twitter.com/geokaramanis/status/1445741606288560128

Top URLs in Tweet in G8:
[31] https://nightingaledvs.com/subscribe/
[11] https://nightingaledvs.com/review-dataviz-gets-personal-michelle-rials-new-book-maybe-this-will-help-feels-like-a-hug-from-a-friend-with-charts/
[11] https://calendly.com/raeedah/chat
[7] https://puntofisso.net/newsletter
[7] https://stephanieevergreen.com/free-dumbbell-dot-class/
[6] https://nightingaledvs.com/pros-and-cons-of-chart-taxonomies/
[4] https://dataremixed.com/2016/01/optimize-or-satisfice-in-dataviz/
[4] https://outlierconf.com/login/?user=new
[4] https://blog.datawrapper.de/in-defense-of-simple-charts/
[4] https://www.linkedin.com/feed/update/urn:li:activity:6851908510603653122

Top URLs in Tweet in G9:
[28] https://bryanwhiting.github.io/dsnews/
[7] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[7] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[7] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[7] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[4] https://twitter.com/JohnHolbein1/status/1446952172818731019
[4] https://www.chi2innovations.com/blog/discover-visualisation-blog-series/the-one-sure-fire-path-to-the-best-data-visualisation/
[4] https://data.cityofnewyork.us/Public-Safety/NYPD-Complaint-Map-Year-to-Date-/2fra-mtpn
[3] https://raw.githubusercontent.com/seade-R/dados-covid-sp/master/data/sp.csv
[3] https://data.cityofnewyork.us/Health/View-of-NYC-Health-Hospitals-patient-care-location/4bew-e6kg

Top URLs in Tweet in G10:
[82] https://landgeist.com/2021/10/05/meat-consumption-in-europe/
[11] https://www.zeit.de/politik/deutschland/2021-09/ergebnisse-bundestagswahl-gemeinde-karte?utm_campaign=ref&utm_content=zeitde_redpost+_link_sf&utm_medium=sm&wt_zmc=sm.int.zonaudev.twitter.ref.zeitde.redpost.link.sf&utm_source=twitter_zonaudev_int&utm_referrer=twitter
[8] https://landgeist.com/2021/09/28/healthiest-teeth-of-europe/
[4] https://landgeist.com/2021/10/08/the-best-and-worst-roads-in-asia/
[1] https://www.datasciencecentral.com/profiles/blogs/outbreak-analytics-at-the-forefront-of-data-science

Top Domains
Top Domains in Tweet in Entire Graph:
[1627] twitter.com
[745] github.com
[352] kdnuggets.com
[339] federalreserve.gov
[267] bah.com
[266] reddit.com
[243] youtube.com
[190] datacamp.com
[184] medium.com
[150] griddb.net

Top Domains in Tweet in G1:
[1057] twitter.com
[349] kdnuggets.com
[266] bah.com
[114] youtube.com
[108] cmswire.com
[108] forbes.com
[106] analyticsinsight.net
[93] fiverr.com
[86] medium.com
[79] datacamp.com

Top Domains in Tweet in G2:
[289] github.com
[106] datacamp.com
[63] youtube.com
[62] twitter.com
[34] janezhang.ca
[22] gijn.org
[19] bls.gov
[14] dataweekdc.com
[12] meetup.com
[10] githubusercontent.com

Top Domains in Tweet in G3:
[101] griddb.net
[44] tableau.com
[27] twitter.com
[7] streamlit.io
[4] github.com
[4] airtable.com
[4] linkedin.com
[4] medium.com
[4] knowage-suite.com
[4] youtube.com

Top Domains in Tweet in G4:
[284] federalreserve.gov
[1] journaliststoolbox.org

Top Domains in Tweet in G5:
[248] github.com
[16] twitter.com
[13] informationisbeautiful.net
[10] ft.com
[3] datavis.ca
[2] newint.org
[1] dataviztoday.com
[1] globe.gl
[1] visualcapitalist.com
[1] reddit.com

Top Domains in Tweet in G6:
[210] reddit.com
[9] twitter.com
[6] zeit.de
[5] ponderwall.com
[2] clauswilke.com
[2] cerema.fr
[2] urssaf.fr
[2] jamstackconf.com
[1] observablehq.com
[1] github.io

Top Domains in Tweet in G7:
[40] twitter.com
[1] github.com

Top Domains in Tweet in G8:
[59] nightingaledvs.com
[31] twitter.com
[11] calendly.com
[10] stephanieevergreen.com
[8] datawrapper.de
[7] puntofisso.net
[6] graphichuntersshow.nl
[6] linkedin.com
[4] behance.net
[4] dataremixed.com

Top Domains in Tweet in G9:
[60] twitter.com
[32] cityofnewyork.us
[28] economist.com
[28] github.io
[11] chi2innovations.com
[10] youtube.com
[8] coviz.org
[7] flowingdata.com
[6] husaria-marketing.com
[5] unfolded.ai

Top Domains in Tweet in G10:
[94] landgeist.com
[11] zeit.de
[1] datasciencecentral.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9981] dataviz
[8237] datascience
[6844] python
[5751] ai
[5740] 100daysofcode
[4890] bigdata
[4857] analytics
[4741] javascript
[4521] machinelearning
[4512] coding



Top Hashtags in Tweet in G1:
[7889] datascience
[6654] python
[6157] dataviz
[5712] 100daysofcode
[5707] ai
[4812] bigdata
[4799] analytics
[4707] javascript
[4484] coding
[4474] machinelearning

Top Hashtags in Tweet in G2:
[827] dataviz
[598] rstats
[352] tidytuesday
[152] datascience
[110] tidyverse
[106] ggplot2
[63] r4ds
[43] datavisualization
[31] ddj
[29] rstudio

Top Hashtags in Tweet in G3:
[322] dataviz
[116] python
[101] griddb
[88] iot
[86] la
[86] losangeles
[48] opensource
[43] gamecharts
[41] tableau
[33] baseball

Top Hashtags in Tweet in G4:
[1] dataviz
[1] ddj

Top Hashtags in Tweet in G5:
[220] dataviz
[184] rstats
[180] rayrender
[56] maps
[17] datavis
[14] todayinhistory
[14] historicaldatavis
[14] onthisday
[14] otd
[5] datavisualization

Top Hashtags in Tweet in G6:
[244] dataviz
[40] covid19
[40] pandemic
[19] twitch
[13] japan
[8] btw21
[6] rstats
[6] africa
[6] train
[6] travel

Top Hashtags in Tweet in G7:
[3] dataviz
[2] election2020
[1] tidytuesday
[1] rstats

Top Hashtags in Tweet in G8:
[216] dataviz
[25] datadesign
[25] datavisualization
[19] data
[18] datascience
[14] informationdesign
[13] dataliteracy
[12] ddj
[11] peoplesideofdata
[11] datadriven

Top Hashtags in Tweet in G9:
[285] dataviz
[32] nyc
[24] data
[23] datascience
[22] datavisualization
[11] bigdata
[11] covid19
[9] analytics
[9] civictech
[8] datavis

Top Hashtags in Tweet in G10:
[112] dataviz
[101] maps
[101] gis
[90] europe
[17] geospatial
[16] spatial
[11] btw21
[11] ddj
[1] datascience
[1] abdsc

Top Words
Top Words in Tweet in Entire Graph:
[11112] #dataviz
[8706] #datascience
[7480] #python
[6453] #100daysofcode
[6288] #ai
[5430] #bigdata
[5358] #analytics
[5143] #javascript
[4831] #coding
[4714] #machinelearning

Top Words in Tweet in G1:
[8286] #datascience
[7218] #python
[7139] #dataviz
[6423] #100daysofcode
[6241] #ai
[5351] #bigdata
[5298] #analytics
[5105] #javascript
[4802] #coding
[4666] #machinelearning

Top Words in Tweet in G2:
[864] #dataviz
[614] #rstats
[402] data
[337] #tidytuesday
[281] code
[194] program
[179] nurses
[166] week's
[159] #datascience
[131] more

Top Words in Tweet in G3:
[332] #dataviz
[212] data
[133] tableau
[123] #python
[106] see
[101] #griddb
[98] read
[91] visualize
[90] air
[89] used

Top Words in Tweet in G4:
[843] wealth
[562] middle
[562] share
[287] top
[284] federal
[284] reserve
[284] distributional
[284] financial
[284] accounts
[281] america

Top Words in Tweet in G5:
[220] #dataviz
[184] #rstats
[180] #rayrender
[127] visualized
[125] earth's
[125] submarine
[125] fiber
[125] optic
[125] cable
[125] network

Top Words in Tweet in G6:
[244] #dataviz
[213] source
[113] probable
[42] more
[40] well
[40] #covid19
[40] #pandemic
[34] americans
[34] died
[34] foreign

Top Words in Tweet in G7:
[212] dataviz
[179] great
[143] johnholbein1
[142] covid
[141] three
[141] waves
[38] total
[37] co2
[37] atmosphere
[37] come

Top Words in Tweet in G8:
[216] #dataviz
[72] data
[42] dataviz
[33] nightingale
[32] magazine
[31] subscribe
[26] design
[25] help
[25] one
[25] #datadesign

Top Words in Tweet in G9:
[285] #dataviz
[74] data
[65] more
[38] see
[35] source
[32] dataviz
[32] #nyc
[30] detail
[29] graphic
[25] map

Top Words in Tweet in G10:
[113] #dataviz
[102] #geospatial
[101] #maps
[101] #gis
[90] #europe
[86] full
[86] article
[82] meat
[82] consumption
[82] kg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4233] #100daysofcode,#dataviz
[4144] #analytics,#bigdata
[3778] #tensorflow,#coding
[3778] #serverless,#100daysofcode
[3435] #nlp,#javascript
[3354] #javascript,#tensorflow
[3262] #datascientists,#analytics
[3193] #ml,#nlp
[2811] #python,#datascience
[2741] #bigdata,#ai

Top Word Pairs in Tweet in G1:
[4214] #100daysofcode,#dataviz
[4125] #analytics,#bigdata
[3761] #serverless,#100daysofcode
[3760] #tensorflow,#coding
[3418] #nlp,#javascript
[3339] #javascript,#tensorflow
[3243] #datascientists,#analytics
[3181] #ml,#nlp
[2797] #python,#datascience
[2731] #bigdata,#ai

Top Word Pairs in Tweet in G2:
[185] #rstats,#dataviz
[166] week's,#tidytuesday
[156] #dataviz,#rstats
[123] code,full
[118] registered,nurses
[113] full,size
[113] size,image
[113] image,#dataviz
[99] last,week's
[98] program,category

Top Word Pairs in Tweet in G3:
[88] visualize,data
[86] analyzed,air
[86] air,quality
[86] quality,data
[86] data,gathered
[86] gathered,epa
[86] epa,#la
[86] #la,county
[86] county,see
[86] see,effects

Top Word Pairs in Tweet in G4:
[284] federal,reserve
[284] reserve,distributional
[284] distributional,financial
[284] financial,accounts
[281] america,middle
[281] middle,class
[281] class,holds
[281] holds,smaller
[281] smaller,share
[281] share,wealth

Top Word Pairs in Tweet in G5:
[125] earth's,submarine
[125] submarine,fiber
[125] fiber,optic
[125] optic,cable
[125] cable,network
[125] network,visualized
[124] code,rayrender
[122] #dataviz,earth's
[122] visualized,#rstats
[122] #rstats,#rayrender

Top Word Pairs in Tweet in G6:
[205] #dataviz,source
[113] probable,#dataviz
[40] #pandemic,#dataviz
[34] well,more
[34] more,americans
[34] americans,died
[34] died,#covid19
[34] #covid19,foreign
[34] foreign,conflicts
[34] conflicts,history

Top Word Pairs in Tweet in G7:
[179] great,dataviz
[142] dataviz,johnholbein1
[141] three,waves
[141] waves,covid
[141] covid,great
[37] co2,atmosphere
[37] atmosphere,come
[37] come,china
[37] china,today
[37] today,#1

Top Word Pairs in Tweet in G8:
[31] nightingale,magazine
[21] data,visualization
[14] #datadesign,#informationdesign
[14] subscribe,nightingale
[13] #dataviz,#datavisualization
[11] before,business
[11] business,internship
[11] internship,took
[11] took,long
[11] long,time

Top Word Pairs in Tweet in G9:
[32] source,#nyc
[32] #nyc,#dataviz
[28] graphic,detail
[28] detail,#dataviz
[28] #dataviz,see
[28] see,more
[16] map,source
[14] #dataviz,#datavisualization
[9] last,100
[9] 100,bills

Top Word Pairs in Tweet in G10:
[101] #maps,#gis
[101] #gis,#dataviz
[101] #dataviz,#geospatial
[86] full,article
[86] article,#maps
[82] meat,consumption
[82] consumption,#europe
[82] #europe,kg
[82] kg,capita
[82] capita,year

Top Replied-To
Top Replied-To in Entire Graph:
@harbrimah
@scrumpy222
@mais_abusalah
@ninaandtito
@dimgiapp
@sharoz
@daniellealberti
@bankrollstockz
@dataviz_trading
@afredston

Top Replied-To in G1:
@harbrimah
@scrumpy222
@mais_abusalah
@dimgiapp
@allroundicter
@swiss_quant

Top Replied-To in G2:
@daniellealberti
@afredston
@jr4science
@vlandham
@thomasp85
@jcraggy
@geokaramanis
@bengarvey
@lauranavarrosol
@janezhgw

Top Replied-To in G3:
@tableauing
@michoconnell
@tomfreudenberg
@jasonforrestftw
@zanstrong
@daniellealberti
@tableaupublic
@sutherla
@emilykund
@stathunting

Top Replied-To in G7:
@predictordave

Top Replied-To in G8:
@sharoz
@rawgraphs
@intersystems
@oligonauta
@mtizzoni
@surgoventures
@sophiewarnes
@alexselbyb
@janwillemtulp
@nadiehbremer

Top Mentioned
Top Mentioned in Entire Graph:
@ingliguori
@rtitbot
@tableau
@drangshu
@johnholbein1
@epa
@nicochan33
@fabriziobustama
@betamoroney
@kdnuggets

Top Mentioned in G1:
@ingliguori
@rtitbot
@drangshu
@nicochan33
@betamoroney
@fabriziobustama
@kdnuggets
@mckinsey
@catherineadenle
@modelop_co

Top Mentioned in G2:
@nberpubs
@allitorban
@r4dscommunity
@datajournalism
@abellan_andrea
@datastories
@filwd
@moritz_stefaner
@rtkrum
@un

Top Mentioned in G3:
@tableau
@epa
@mlb
@mlbstats
@tableaupublic
@streamlit
@googleanalytics
@vinodhdataart
@jaxx084
@bmoorewastaken

Top Mentioned in G5:
@vendeeglobe
@vendeeglobeeng
@tylermorganwall
@newint
@hazel_healy
@christinachicks
@fabbergamaschi
@duncangeere
@omidpyc
@infobeautiful

Top Mentioned in G6:
@datagouvfr
@observablehq
@clauswilke
@recifs
@nicolaspele_c
@anjanavakil
@jamstackconf
@jana_hensel
@randal_olson
@urssaf

Top Mentioned in G7:
@johnholbein1
@predictordave
@favstats
@randal_olson

Top Mentioned in G8:
@datavizsociety
@claireesantoro
@therialmichelle
@business
@edurnemg
@datawrapper
@abmakulec
@lisacmuth
@visualisingdata
@fedfragapane

Top Mentioned in G9:
@agencefove

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@simanekomama
@threadreaderapp
@paoloigna1
@cybersec_feeds
@odio_nao
@chidambara09
@piyuanker12
@xaelbot

Top Tweeters in G1:
@sectest9
@threadreaderapp
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@indiegamesdevel
@aaroncuddeback
@thedeveloperbot

Top Tweeters in G2:
@aussietorres
@rstatstweet
@eldiarioes
@bungobot1
@yoshiefuruhashi
@davidvorpe65
@margymaclibrary
@jimrosenz
@drkynast
@dccc_phd

Top Tweeters in G3:
@dataaugmented
@unkhalifa
@gadiooumoul
@lillys_news
@eldokshe
@opensource_orgs
@yanetro50139443
@thedapperdiner
@nfl
@masai_mzanzibar

Top Tweeters in G4:
@odio_nao
@rhonda_harbison
@masky_jay_hoody
@purrmonsta
@crooow1
@e2dot7182818284
@cindy63306167
@joke2power
@hupsel
@srubenfeld

Top Tweeters in G5:
@simanekomama
@de_li_yang
@raid1200
@tggleeson
@c_lymphadenitis
@heavy_user_twit
@keisen2853
@melissacole
@sirchamallow
@teaba_g

Top Tweeters in G6:
@wildwillow65
@eigensinn83
@photolawn
@goettergatte42
@iinderz
@_betterwithage
@ddsd
@ivanov_alexei_
@cd_fuller
@rowlandm

Top Tweeters in G7:
@animesh1977
@m5b1tch
@basile061
@midusamom
@beth4158
@tabix_gogo
@ann_crossley
@jofromgreylynn
@cburgazzi
@stevie_bro

Top Tweeters in G8:
@evankirstel
@business
@nytimes
@mvollmer1
@shereesemaymba
@irmaraste
@ojo_publico
@puntofisso
@niemanlab
@brain_chain

Top Tweeters in G9:
@biconnections
@charlesarthur
@lewsos
@nirebryce
@pittaya
@newhumanitarian
@witewulf
@rmiriam
@stefanocortesi
@romangrabolle

Top Tweeters in G10:
@becaes_
@arjpascal
@cobraverde5
@zenjk0
@al_foxxx
@zeitonline
@hddoger
@lordpady
@chevillomartin
@fl1chy


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