dataviz, Twitter, 12/5/2019 6:56:40 PM, 218193


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dataviz Twitter NodeXL SNA Map and Report for Thursday, 05 December 2019 at 16:33 UTC
dataviz Twitter NodeXL SNA Map and Report for Thursday, 05 December 2019 at 16:33 UTC
From:
SMRFoundation
Uploaded on:
December 05, 2019
Short Description:
dataviz via NodeXL http://bit.ly/2DOcJA7
@nashtastic
@kbandersen
@mattpt55
@datavizsociety
@tjmahr
@randal_olson
@rstatstweet
@dataandme
@rawgraphs
@akdm_bot

Top hashtags:
#dataviz
#bigdata
#phishing
#ai
#datascience
#cybersecurity
#analytics
#domains
#data
#infosec

Description:
Description
The graph represents a network of 7,184 Twitter users whose recent tweets contained "dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Thursday, 05 December 2019 at 17:14 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 53-minute period from Wednesday, 27 November 2019 at 11:39 UTC to Thursday, 05 December 2019 at 16:33 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 : 7184
Unique Edges : 11243
Edges With Duplicates : 5507
Total Edges : 16750
Number of Edge Types : 4
Mentions : 7193
Retweet : 7068
Tweet : 2118
Replies to : 371
Self-Loops : 2207
Reciprocated Vertex Pair Ratio : 0.0248517614230903
Reciprocated Edge Ratio : 0.0484982557644857
Connected Components : 743
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 4959
Maximum Edges in a Connected Component : 13265
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.393946
Graph Density : 0.000227759523770397
Modularity : 0.654209
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 7,184 Twitter users whose recent tweets contained "dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Thursday, 05 December 2019 at 17:14 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 53-minute period from Wednesday, 27 November 2019 at 11:39 UTC to Thursday, 05 December 2019 at 16:33 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
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:
[646] https://github.com/mitchellkrogza/Phishing.Database/blob/master/phishing-domains-NEW-last-hour.txt
[422] https://github.com/mitchellkrogza/Phishing.Database/blob/master/phishing-links-ACTIVE-NOW.txt
[191] https://github.com/mitchellkrogza/Phishing.Database/blob/master/phishing-links-NEW-today.txt
[47] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-019-13056-x.pdf
[44] http://wrld.bg/xdI850xlyL6
[38] https://www.reddit.com/r/dataisbeautiful/comments/e36uyi/oc_total_amount_of_captures_on_chessboard_in_300/
[36] https://www.reddit.com/r/dataisbeautiful/comments/e2x6ar/passport_power_how_the_wealth_of_your_country/
[33] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[32] https://blog.goyello.com/2019/11/27/whats-what-in-tensorflow-2-0/
[32] https://www.reddit.com/r/dataisbeautiful/comments/e4xk6q/music_loudness_by_genre_oc/

Top URLs in Tweet in G1:
[1] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/table/#quarter:119;series:Net%20worth;demographic:generation;population:all;units:shares
[1] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/table/#quarter:119;series:Net%2520worth;demographic:generation;population:all;units:shares

Top URLs in Tweet in G2:
[645] https://github.com/mitchellkrogza/Phishing.Database/blob/master/phishing-domains-NEW-last-hour.txt
[421] https://github.com/mitchellkrogza/Phishing.Database/blob/master/phishing-links-ACTIVE-NOW.txt
[191] https://github.com/mitchellkrogza/Phishing.Database/blob/master/phishing-links-NEW-today.txt
[32] https://www.jadirectives.com/python-for-everybody-specialization-review/
[31] https://blog.goyello.com/2019/11/27/whats-what-in-tensorflow-2-0/
[26] https://www.jadirectives.com/coursera-data-science-specialization-review/
[25] https://techsocialnetwork.co.uk/2019/10/06/how-to-write-a-strong-data-governance-policy/
[24] https://www.jadirectives.com/coursera-machine-learning-review/
[23] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[22] https://bigdataanalyticsnews.com/big-data-analytics-courses-to-learn-online/

Top URLs in Tweet in G3:
[18] https://www.esri.com/arcgis-blog/products/ops-dashboard/decision-support/visualizing-data-effectively-on-dashboards/?adumkts=social&utm_source=social&aduc=social&adum=external&aduca=social_technical&adusf=twitter&adut=b89ac65f-5b84-471f-b0d4-06d4fe838c07
[12] https://vizification.com/2019/12/top-favorites-november-24-2019
[11] http://www.thefunctionalart.com/2019/11/the-bar-chart-race-is-fidget-spinner-of.html
[9] http://www.thefunctionalart.com/2019/12/wow-first-then-me-and-details-on-demand.html
[8] http://www.thefunctionalart.com/2019/11/old-dogs-tom-hanks-and-analogies-in.html
[7] https://op.europa.eu/eudataviz
[6] https://www.informationisbeautifulawards.com/news/485-information-is-beautiful-awards-2019-the-winners
[6] https://policyviz.com/2019/12/04/the-radial-map/
[5] https://www.martintelefont.com/datavizbutterflies
[4] https://newbooksnetwork.com/alberto-cairo-how-charts-lie-getting-smarter-about-visual-information-norton-2019/

Top URLs in Tweet in G4:
[20] https://flowingdata.com/2019/12/02/how-to-draw-maps-with-hatching-lines-in-r/
[17] https://www.datasciencecentral.com/profiles/blogs/the-ultimate-r-cheatsheet
[16] https://serialmentor.com/dataviz/
[5] https://vimeo.com/375075125?utm_source=email&utm_medium=vimeo-cliptranscode-201504&utm_campaign=29220
[5] https://towardsdatascience.com/how-to-create-a-plotly-visualization-and-embed-it-on-websites-517c1a78568b
[4] https://johaniefournier.com/?p=3665
[4] https://numfocus.org/membership
[4] https://www.highcharts.com/docs/chart-and-series-types/networkgraph
[4] http://www.shapewordle.com/
[3] https://www.data-to-viz.com/

Top URLs in Tweet in G5:
[5] https://itsinfographics.com
[5] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[5] https://informationisbeautiful.net/2019/make-2020-the-year-you-learn-dataviz/
[5] https://fr.blog.businessdecision.com/calendrier-avent-24-conseils-dataviz-2020/
[4] https://itsinfographics.com/dont-abandon-rekindle-its-in-infographics/
[4] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/table/#quarter:119;series:Net%20worth;demographic:generation;population:all;units:shares
[4] https://cudaeducation.com/thor/
[3] https://twitter.com/notstelfc/status/1199824212397109248
[3] https://twitter.com/Congreso_Es/status/1201523919150206977
[2] https://leanpub.com/GoNotebook

Top URLs in Tweet in G6:
[4] https://twitter.com/metoffice/status/1201838993425489920
[1] https://www.who.int/uv/intersunprogramme/activities/uv_index/en/index3.html
[1] https://www.flickr.com/photo.gne?short=2hUv6Vr
[1] https://www.flickr.com/photo.gne?short=W3wPeE
[1] https://www.flickr.com/photo.gne?short=2hSaA9V
[1] https://www.flickr.com/photo.gne?short=2hSyuoU
[1] https://www.flickr.com/photo.gne?short=2hU1x7G
[1] https://longstreet.typepad.com/thesciencebookstore/2011/06/-a-history-blank-empty-and-missing-things-76-the-american-bison-extermination-map.html
[1] https://tweetedtimes.com/v/1525?s=tnp
[1] https://www.youtube.com/watch?v=X6xJVtMtLHY&feature=youtu.be


Top URLs in Tweet in G7:
[7] https://www.procedural.eu/
[2] https://subscribe.ft.com/barrier/logic?location=https%3A%2F%2Fig.ft.com%2Famazon-conservation&referer=&classification=conditional_standard
[2] https://esri-styles.maps.arcgis.com/home/gallery.html?view=grid&sortOrder=desc&sortField=numviews&_lrsc=b71f3f6b-9714-41f3-92e7-f1383d41403d&adumkts=social&aduc=social&adum=external&aduSF=twitter&adut=ea
[1] https://link.medium.com/qIfbMMfjI0
[1] https://data.cityofnewyork.us/Housing-Development/Building-Footprints/nqwf-w8eh
[1] https://www.tortoisemedia.com/intelligence/ai
[1] https://www.ft.com/content/47edbf58-0c6f-11ea-bb52-34c8d9dc6d84
[1] https://www.ft.com/content/4cc8e70c-0c4f-11ea-b2d6-9bf4d1957a67
[1] https://www.ft.com/content/b398d284-11dc-11ea-a225-db2f231cfeae
[1] https://datapleth.io/blog/2019/10/07/2019-10-07_the_impact_of_vaccines/

Top URLs in Tweet in G8:
[31] https://www.reddit.com/r/dataisbeautiful/comments/e36uyi/oc_total_amount_of_captures_on_chessboard_in_300/
[21] https://www.reddit.com/r/dataisbeautiful/comments/e4xk6q/music_loudness_by_genre_oc/
[19] https://www.reddit.com/r/dataisbeautiful/comments/e2f6rz/amazons_financials_broken_down_by_business_type_oc/
[19] https://www.reddit.com/r/dataisbeautiful/comments/e2x6ar/passport_power_how_the_wealth_of_your_country/
[4] https://www.reddit.com/r/dataisbeautiful/comments/a4l0ta/the_unit_circle_oc/
[4] https://www.reddit.com/r/dataisbeautiful/comments/e5ldry/oc_the_invasion_of_the_brown_marmorated_stink_bug/
[4] https://datastories.shopify.com/
[3] https://r4ds.had.co.nz/index.html
[2] https://ponderwall.com/index.php/2019/05/12/teams-tanking-baseball-problem/
[2] https://www.reddit.com/r/dataisbeautiful/comments/bgf3ye/oc_franchise_earnings_comparison_over_20_years/

Top URLs in Tweet in G9:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-019-0336-3
[1] https://twitter.com/NatureBiotech/status/1201929959490670593
[1] https://twitter.com/naturemethods/status/1201562338043797504

Top URLs in Tweet in G10:
[2] https://glowy-earthquakes.glitch.me/?adumkts=social&aduc=social&adum=external&aduca=social_technical&adusf=linkedin&adut=3d76a431-1519-4725-b169-939f5120340f
[2] https://pudding.cool/projects/vocabulary/?utm_sq=g8ud3mo2zw
[2] https://towardsdatascience.com/word-clouds-without-context-3a71b6dc3e2d
[2] https://devmode.fm/
[2] https://altair-viz.github.io/gallery/simple_heatmap.html
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F10-viz-every-ds-should-know-4e4118f26fc3
[1] http://tabletopwhale.com
[1] http://tabletopwhale.com/2014/12/16/how-to-build-a-human.html
[1] http://maggieappleton.com/spilled-milk
[1] https://instagram.com/p/B5IdkN4hjS6/

Top Domains
Top Domains in Tweet in Entire Graph:
[1309] github.com
[447] twitter.com
[205] reddit.com
[113] jadirectives.com
[111] itsinfographics.com
[77] federalreserve.gov
[73] tableau.com
[62] nature.com
[59] co.uk
[54] datasciencecentral.com

Top Domains in Tweet in G1:
[2] federalreserve.gov

Top Domains in Tweet in G2:
[1265] github.com
[112] jadirectives.com
[62] itsinfographics.com
[43] twitter.com
[36] quid.com
[31] goyello.com
[29] mc.ai
[27] co.uk
[25] forbes.com
[22] skyl.ai

Top Domains in Tweet in G3:
[64] twitter.com
[51] tableau.com
[31] thefunctionalart.com
[19] esri.com
[16] trello.com
[15] informationisbeautifulawards.com
[12] vizification.com
[11] youtube.com
[10] reddit.com
[9] medium.com

Top Domains in Tweet in G4:
[39] twitter.com
[24] flowingdata.com
[21] github.com
[21] datasciencecentral.com
[16] serialmentor.com
[15] highcharts.com
[8] goo.gl
[6] r-bloggers.com
[6] johaniefournier.com
[6] towardsdatascience.com

Top Domains in Tweet in G5:
[89] twitter.com
[18] itsinfographics.com
[12] linkedin.com
[12] tableau.com
[11] federalreserve.gov
[8] nytimes.com
[7] informationisbeautiful.net
[6] youtube.com
[6] businessdecision.com
[4] reddit.com

Top Domains in Tweet in G6:
[5] flickr.com
[4] twitter.com
[1] who.int
[1] typepad.com
[1] tweetedtimes.com
[1] youtube.com
[1] reddit.com

Top Domains in Tweet in G7:
[7] procedural.eu
[5] ft.com
[4] twitter.com
[3] arcgis.com
[2] github.io
[2] bitbucket.org
[2] europa.eu
[2] ilsole24ore.com
[2] reddit.com
[1] medium.com

Top Domains in Tweet in G8:
[102] reddit.com
[8] twitter.com
[5] shopify.com
[4] count.co
[3] spotify.com
[3] co.nz
[2] ponderwall.com
[2] nytimes.com
[1] socviz.co
[1] serialmentor.com

Top Domains in Tweet in G9:
[2] nature.com
[2] twitter.com

Top Domains in Tweet in G10:
[4] towardsdatascience.com
[3] devmode.fm
[2] glitch.me
[2] tabletopwhale.com
[2] pudding.cool
[2] github.io
[2] medium.com
[1] maggieappleton.com
[1] instagram.com
[1] datausa.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4847] dataviz
[1092] bigdata
[928] phishing
[859] ai
[726] datascience
[522] cybersecurity
[493] analytics
[480] domains
[473] data
[456] infosec



Top Hashtags in Tweet in G2:
[1236] dataviz
[994] bigdata
[922] phishing
[807] ai
[554] datascience
[519] cybersecurity
[478] domains
[453] infosec
[444] links
[420] ia

Top Hashtags in Tweet in G3:
[530] dataviz
[40] tableau
[40] makeovermonday
[26] datafam
[26] eudataviz
[24] infographics
[20] dataart
[20] datavisualisation
[18] datavisualization
[18] arcgis

Top Hashtags in Tweet in G4:
[328] dataviz
[160] rstats
[98] tidytuesday
[56] datascience
[49] ggplot2
[29] bigdata
[28] 30daymapchallenge
[27] r4ds
[27] r
[24] machinelearning

Top Hashtags in Tweet in G5:
[319] dataviz
[32] data
[21] infographic
[21] analytics
[18] datascience
[15] tableau
[14] datavisualization
[12] infographics
[12] contentmarketing
[10] visual

Top Hashtags in Tweet in G6:
[91] climatechange
[84] dataviz
[56] stateofclimate
[56] cop25
[35] globalwarming
[30] maps
[28] gis
[18] temperature
[18] gistemp
[15] climateviz

Top Hashtags in Tweet in G7:
[153] dataviz
[96] 30daymapchallenge
[8] javascript
[7] webgl
[7] geo
[7] threejs
[7] outdoor
[5] 24daysofqgis
[4] maps
[4] 3d

Top Hashtags in Tweet in G8:
[164] dataviz
[36] music
[31] chess
[5] spotifywrapped
[4] math
[3] rstats
[3] design
[3] machinelearning
[3] datascience
[2] baseball

Top Hashtags in Tweet in G9:
[145] dataviz
[60] singlecell
[60] rnaseq
[60] bioconductor
[60] rstats
[2] tweetorial
[1] genomics
[1] scrnaseq
[1] methodsmatter
[1] r4ds

Top Hashtags in Tweet in G10:
[29] dataviz
[7] ai
[6] marketing
[6] datascience
[5] tableau
[5] iot
[4] future
[3] news
[3] bigdata
[2] earthquake

Top Words
Top Words in Tweet in Entire Graph:
[7318] Words in Sentiment List#1: Positive
[2269] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[274876] Non-categorized Words
[284463] Total Words
[8573] #dataviz
[3627] gt
[1802] found
[1800] average
[1778] 35

Top Words in Tweet in G1:
[1758] boomers
[1758] average
[1758] 35
[892] wealth
[879] fraction
[879] owned
[879] amp
[879] gen
[879] xers
[879] member

Top Words in Tweet in G2:
[3487] gt
[2820] #dataviz
[1775] found
[1486] #bigdata
[1398] #cybersecurity
[1277] #ai
[1130] #machinelearning
[1124] #datascience
[963] #infosec
[922] #phishing

Top Words in Tweet in G3:
[775] #dataviz
[280] data
[152] amp
[148] more
[135] tableau
[99] dataviz
[87] visualization
[81] see
[72] learn
[68] tableaupublic

Top Words in Tweet in G4:
[619] #dataviz
[362] #rstats
[175] more
[132] create
[130] amp
[125] data
[124] charts
[102] maps
[101] #tidytuesday
[100] #datascience

Top Words in Tweet in G5:
[323] #dataviz
[81] data
[53] dataviz
[32] #data
[23] more
[21] great
[21] use
[21] #infographic
[21] #analytics
[21] learn

Top Words in Tweet in G6:
[222] #climatechange
[221] #dataviz
[211] co
[167] #globalwarming
[167] global
[109] emissions
[108] wmo
[100] record
[82] country
[74] fossil

Top Words in Tweet in G7:
[223] #dataviz
[105] dad
[102] day
[96] #30daymapchallenge
[96] #maps
[95] #3d
[93] #animation
[85] data
[80] population
[47] cool

Top Words in Tweet in G8:
[235] #dataviz
[66] another
[63] around
[60] planets
[60] relative
[60] physicsj
[59] rotation
[59] periods
[59] shown
[59] scale

Top Words in Tweet in G9:
[205] #dataviz
[141] phate
[141] dimensionality
[141] reduction
[141] method
[141] today
[141] naturebiotech
[141] scottgigante
[141] #tweetorial
[88] excited

Top Words in Tweet in G10:
[164] july
[125] #dataviz
[87] worth
[87] learn
[85] interactive
[84] globe
[84] year
[84] 2017
[84] 2018
[84] version

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1177] gt,gt
[967] #cybersecurity,#infosec
[904] #malware,#dataviz
[902] phishfindr,found
[902] #cybersec,#cybersecurity
[902] #infosec,#malware
[902] #dataviz,#datamunching
[889] genx,2008
[886] boomers,1989
[885] 1989,21

Top Word Pairs in Tweet in G1:
[879] fraction,wealth
[879] wealth,owned
[879] owned,boomers
[879] boomers,amp
[879] amp,gen
[879] gen,xers
[879] xers,average
[879] average,member
[879] member,each
[879] each,age

Top Word Pairs in Tweet in G2:
[1138] gt,gt
[963] #cybersecurity,#infosec
[899] phishfindr,found
[899] #cybersec,#cybersecurity
[899] #infosec,#malware
[899] #malware,#dataviz
[899] #dataviz,#datamunching
[876] gt,found
[876] found,today
[876] gt,2019

Top Word Pairs in Tweet in G3:
[59] data,visualization
[39] #dataviz,#infographics
[38] #infographics,#ddj
[31] learn,more
[29] tableau,#dataviz
[25] more,#dataviz
[25] bar,chart
[21] #dataviz,#tableau
[19] visualize,data
[18] chart,race

Top Word Pairs in Tweet in G4:
[160] #rstats,#dataviz
[73] learn,more
[57] datawrapper,charts
[57] charts,maps
[57] maps,amp
[57] amp,tables
[56] create,publish
[56] use,api
[55] enable,more
[55] more,people

Top Word Pairs in Tweet in G5:
[10] data,visualization
[10] #data,#dataviz
[9] #infographic,#dataviz
[7] #dataviz,#datavisualization
[6] #tableau,#dataviz
[6] #infographics,#infographic
[6] #dataviz,#visual
[6] #visual,#contentmarketing
[6] #storytelling,#digitalmarketing
[6] #dataviz,#analytics

Top Word Pairs in Tweet in G6:
[106] co,emissions
[98] #dataviz,#climatechange
[95] #climatechange,#globalwarming
[56] wmo,provisional
[56] provisional,statement
[56] statement,#stateofclimate
[56] #stateofclimate,dec
[56] dec,#cop25
[56] #cop25,global
[56] global,temperature

Top Word Pairs in Tweet in G7:
[96] #30daymapchallenge,day
[93] #maps,#3d
[93] #3d,#animation
[44] day,22
[44] 22,build
[44] build,environment
[44] environment,same
[44] same,idea
[44] idea,'yellow'
[44] 'yellow',another

Top Word Pairs in Tweet in G8:
[59] rotation,periods
[59] periods,planets
[59] planets,shown
[59] shown,relative
[59] relative,scale
[59] scale,jupiter
[59] jupiter,rotates
[59] rotates,around
[59] around,times
[59] times,faster

Top Word Pairs in Tweet in G9:
[141] phate,dimensionality
[141] dimensionality,reduction
[141] reduction,#dataviz
[141] #dataviz,method
[141] today,naturebiotech
[88] excited,phate
[88] method,today
[88] naturebiotech,congrats
[88] congrats,kevin
[88] kevin,moon

Top Word Pairs in Tweet in G10:
[82] outstanding,animated
[82] animated,globe
[82] globe,shows
[82] shows,year
[82] year,worth
[82] worth,earthquakes
[82] earthquakes,depth
[82] depth,july
[82] july,2017
[82] 2017,july

Top Replied-To
Top Replied-To in Entire Graph:
@dataviz_
@clauswilke
@bitlattice
@sandydarity
@bing
@noahi
@freecodecamp
@pjt_alpha
@joshuacorvinus
@mbostock

Top Replied-To in G2:
@bing
@freecodecamp
@mbostock
@drjdrooghaag
@flexmonster

Top Replied-To in G3:
@bitlattice
@noahi
@vizwizbi
@sophiewarnes
@adammico1
@chrisluv
@frankelavsky
@tableaupublic
@albertocairo
@annennenne

Top Replied-To in G4:
@clauswilke
@datawrapper
@eagereyes
@ruettenauer
@rmogimogi
@ampanmdagaba
@bnwolford
@datavisfriendly
@marilianepo
@eug_clement

Top Replied-To in G6:
@neilrkaye

Top Replied-To in G7:
@jburnmurdoch
@datavisfriendly
@sdbernard
@wsjgraphics
@undertheraedar
@ifanmj
@xocasgv

Top Replied-To in G8:
@ysptsps
@bnwolford
@ampanmdagaba
@randal_olson
@tobi

Top Replied-To in G9:
@merz
@xtravisage

Top Replied-To in G10:
@simongerman600

Top Mentioned
Top Mentioned in Entire Graph:
@fisher85m
@mikequindazzi
@mvollmer1
@24k
@naturebiotech
@scottgigante
@tableau
@farzanasabera
@david_van_dijk
@mrguywolf

Top Mentioned in G2:
@fisher85m
@mikequindazzi
@mvollmer1
@24k
@farzanasabera
@24kmedia
@deloitte
@jacburns_comext
@jadirectivestwt
@helene_wpli

Top Mentioned in G3:
@tableau
@tableaupublic
@infobeautyaward
@datavizsociety
@trimydata
@vizwizbi
@flerlagekr
@albertocairo
@lukestanke
@elonmusk

Top Mentioned in G4:
@r4dscommunity
@flowingdata
@mikebramson
@christi58451746
@datawrapper
@rstudio
@observablehq
@tjmahr
@opendataphilly
@leafletjs

Top Mentioned in G5:
@dbihavas_spain

Top Mentioned in G6:
@ed_hawkins
@wmo
@neilrkaye
@wriclimate
@binocularity
@turinginst

Top Mentioned in G7:
@financialtimes
@wwftuk
@undertheraedar
@theboysmithy
@joannaskao
@f_l_o_u_r_i_s_h
@jburnmurdoch
@ian_bott_artist
@clivecookson
@p_surridge

Top Mentioned in G8:
@physicsj
@spotify
@nasajpl
@shopify
@nasa
@bioconductor
@naturemethods
@ysptsps
@datavizsociety
@naturebiotech

Top Mentioned in G9:
@naturebiotech
@scottgigante
@david_van_dijk
@mrguywolf
@bioconductor
@naturemethods
@dbburkhardt

Top Mentioned in G10:
@tdatascience
@puddingviz
@deeplearn007
@ipfconline1
@simongerman600
@openai
@ceobillionaire
@fabiomoioli
@tableau
@racheldowns26

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@alllibertynews
@sectest9
@jal_official_jp
@jurylady5
@huskorkut
@javascriptd
@marionspekker
@monicasloves
@ejlazar

Top Tweeters in G1:
@souljahsingh
@backstorymom1
@madanabhat
@noncontacthogg
@icare4america16
@_yvonneburton
@rhcm123
@charlesexsavior
@allen11cynthia
@marydram

Top Tweeters in G2:
@sectest9
@evankirstel
@chidambara09
@aaroncuddeback
@ottlegalrebels
@pvalsfr
@fintechna
@codernotesbot
@iam__network
@calcaware

Top Tweeters in G3:
@alizardx
@caffreyej
@trekonomicsbot
@abcdiagnosis
@abcnews
@unhingedblah
@abnamro
@realscientists
@harrisj
@artcollisions

Top Tweeters in G4:
@kotaknaren
@nicebastard
@ene3112
@fmfrancoise
@janl
@lhooq_
@rstatstweet
@briantrice
@kirkdborne
@momographic

Top Tweeters in G5:
@billnigh
@rpubsrecent
@chandanrtcs
@translatinglifv
@realgophersship
@unboot
@markfishkin
@eudyzerpa
@curtis_hartung_
@mountain_ghosts

Top Tweeters in G6:
@katcapps
@ken_crichlow
@ollieglanvill
@marcvegan
@vivodisogniebas
@burritojustice
@mwt2008
@deborahskyrim
@frozenwarning
@drnewbold

Top Tweeters in G7:
@rousseauagnes
@joshspero
@wsj
@financialtimes
@ft
@yvesmulkers
@gdautoart
@sole24ore
@ifanmj
@digitalsphere33

Top Tweeters in G8:
@lalpushp
@themusecompels
@capagira
@rexparker
@kittymuu
@drtao
@statsinthewild
@dccc_phd
@isionaria
@puram_politics

Top Tweeters in G9:
@neuromusic
@biswapriyamisra
@gringene_bio
@merz
@szetoinsitu
@counterattack9
@jsteward2930
@genomematt
@cemccarthy02
@ara_anderson

Top Tweeters in G10:
@arkangelscrap
@jurylady5
@jdjongumzidenga
@sherbah46958042
@ipfconline1
@masterprogram1
@ceobillionaire
@dinisguarda
@elvirochka71
@gregffff


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