dataviz OR datavis since:2021-11-15 until:2021-11-22, Twitter, 11/22/2021 9:41:53 PM, 266862


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dataviz OR datavis since:2021-11-15 until:2021-11-22 Twitter NodeXL SNA Map and Report for Monday, 2
dataviz OR datavis since:2021-11-15 until:2021-11-22 Twitter NodeXL SNA Map and Report for Monday, 2
From:
SMRFoundation
Uploaded on:
November 22, 2021
Short Description:
dataviz OR datavis since:2021-11-15 until:2021-11-22 via NodeXL https://bit.ly/3HOnliu
@dashboarddr
@juliustroeger
@diezeit
@dr_xeo
@meta
@neilrkaye
@ipythonistabot
@randal_olson
@ingliguori
@evelinajud

Top hashtags:
#dataviz
#datascience
#python
#ai
#machinelearning

Description:
Description
The graph represents a network of 6,526 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 21:27 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 15 November 2021 at 00:03 UTC to Sunday, 21 November 2021 at 23:47 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 : 6526
Unique Edges : 12961
Edges With Duplicates : 8817
Total Edges : 21778
Number of Edge Types : 5
Retweet : 9326
MentionsInRetweet : 9288
Replies to : 227
Tweet : 1229
Mentions : 1708
Self-Loops : 1349
Reciprocated Vertex Pair Ratio : 0.0174613356139976
Reciprocated Edge Ratio : 0.0343233398711124
Connected Components : 492
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 5017
Maximum Edges in a Connected Component : 19480
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.46628
Graph Density : 0.000335257848652546
Modularity : 0.540326
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,526 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 21:27 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 15 November 2021 at 00:03 UTC to Sunday, 21 November 2021 at 23:47 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 : TwitterSearch
Graph Term : dataviz OR datavis since:2021-11-15 until:2021-11-22
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:
[369] https://www.reddit.com/r/dataisbeautiful/comments/qw1bew/oc_which_programming_language_is_required_to_land/
[152] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[114] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[108] https://github.com/rougier/scientific-visualization-book
[77] https://www.datasciencecentral.com/profiles/blogs/data-scientists-data-engineers-software-engineers-the-difference
[77] https://samuel-marsh.github.io/scCustomize/
[72] https://livingwithmachines.ac.uk/macromap-interactive-maps-in-time/
[70] https://streamlit.gishub.org
[63] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[61] https://lisacmuth.typeform.com/to/B3NhU95f

Top URLs in Tweet in G1:
[101] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[76] https://www.datasciencecentral.com/profiles/blogs/data-scientists-data-engineers-software-engineers-the-difference
[63] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[59] https://www.raconteur.net/business-strategy/hiring-first-cio/?utm_source=ActiveCampaign&utm_medium=email&utm_content=What+the+post-COP26+landscape+looks+like+for+business&utm_campaign=Daily-newsletter-tues-nov16-6am
[59] https://rpubs.com/dieghernan/beautifulmaps_I
[57] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[44] https://twitter.com/ingliguori/status/1459073495640719360
[43] https://ibb.co/JzK7q9B
[42] https://gecdesigns.com/blog/role-of-big-data-in-digital-marketing
[41] https://www.raconteur.net/infographics/cop-26-tackle-global-emissions/?utm_source=ActiveCampaign&utm_medium=email&utm_content=What+the+post-COP26+landscape+looks+like+for+business&utm_campaign=Daily-newsletter-tues-nov16-6am

Top URLs in Tweet in G2:
[4] https://twitter.com/juliustroeger/status/1461329636521037845
[2] https://maps.library.utoronto.ca/cgi-bin/datainventory.pl?idnum=1025&display=full
[1] https://twitter.com/juliustroeger/status/1461434745582243843
[1] https://lisacmuth.typeform.com/to/B3NhU95f

Top URLs in Tweet in G3:
[70] https://livingwithmachines.ac.uk/macromap-interactive-maps-in-time/
[15] https://observablehq.com/@oliviafvane/macromap
[9] http://globaldamwatch.org
[6] http://www.behance.net/gallery/99963485/Mapping-project-in-process-Cartography-Dataviz-WIP
[4] https://datos.cdmx.gob.mx
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266619
[4] https://github.com/rogerbeecham/covid-19-datavis
[4] https://dssg.fas.harvard.edu/event/emotion-in-data-visualization/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266672
[3] https://ibb.co/JzK7q9B

Top URLs in Tweet in G4:
[56] https://lisacmuth.typeform.com/to/B3NhU95f
[33] https://op.europa.eu/en/web/euopendatadays?pk_campaign=Team%20videos&pk_source=website&pk_medium=Twitter
[22] https://www.amazon.com/Better-Data-Visualizations-Scholars-Researchers/dp/0231193114?&linkCode=sl1&tag=kirkdborne-20&linkId=1f36be207a3eccd9edda0e0d0e90cd45&language=en_US&ref_=as_li_ss_tl
[14] https://workforus.theguardian.com/index.php/jobs/kin0002am/
[12] https://www.practicalreporting.com/blog/2021/11/14/the-biggest-misconception-in-data-visualization
[11] https://policyviz.com/podcast/episode-205-steve-franconeri-and-jen-christiansen-a-viscomm-workshop/
[8] https://twitter.com/EU_opendata/status/1460242686221320197
[8] https://medium.com/@manovich/visualizing-4535-covers-of-all-time-magazine-issues-over-86-years-1923-2009-6aec458cde10
[7] https://miami.zoom.us/j/91071099139?pwd=d3Z5cXA2WFpYVWNRTzN6UlNlNjZmUT09
[7] http://op.europa.eu/eudataviz

Top URLs in Tweet in G5:
[335] https://www.reddit.com/r/dataisbeautiful/comments/qw1bew/oc_which_programming_language_is_required_to_land/
[11] https://www.reddit.com/r/dataisbeautiful/comments/qyc6k8/oc_city_isochrones_how_far_can_you_drive_in_one/
[7] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[3] https://www.raconteur.net/technology/facebook-metaverse-workplace/?utm_source=ActiveCampaign&utm_medium=email&utm_content=Unlimited+holiday%3A+the+rise+of+leave+without+limits&utm_campaign=Daily-newsletter-mon-nov15-6am
[2] https://www.flurrished.co.uk/blog/2013/07/03
[2] https://janezhang.ca/posts/failing-to-freelance-in-dataviz/
[1] https://www.kdnuggets.com/2020/05/top-10-data-visualization-tools-every-data-scientist.html
[1] https://www.datasciencecentral.com/profiles/blogs/data-scientists-data-engineers-software-engineers-the-difference
[1] https://www.amazon.com/Better-Data-Visualizations-Scholars-Researchers/dp/0231193114?&linkCode=sl1&tag=kirkdborne-20&linkId=1f36be207a3eccd9edda0e0d0e90cd45&language=en_US&ref_=as_li_ss_tl
[1] https://twinybots.ch/

Top URLs in Tweet in G6:
[2] https://www.linkedin.com/pulse/5-steps-build-data-science-team-christopher-doyle/
[2] https://public.tableau.com/app/profile/irina5278/viz/_16372204036660/FINAL#2
[1] https://www.reddit.com/r/dataisbeautiful/comments/qyc6k8/oc_city_isochrones_how_far_can_you_drive_in_one/
[1] https://twitter.com/emollick/status/1462088446332264449
[1] https://www.python-graph-gallery.com/
[1] https://twitter.com/daanosaurus_rex/status/1459932894936375301
[1] https://public.tableau.com/app/profile/annapurani.vaidyanathan/viz/Womenbillionaires/Dashboard1
[1] https://streamlit.gishub.org
[1] https://www.youtube.com/watch?v=6wDzAgH7WCc&feature=youtu.be

[1] https://github.com/giswqs/streamlit-geospatial

Top URLs in Tweet in G7:
[3] https://www.flickr.com/photo.gne?short=2mFBiD5
[2] https://www.flickr.com/photo.gne?short=293M1oa
[2] https://www.climate-lab-book.ac.uk/author/ehawkins/
[2] https://twitter.com/MarineGOfficial/status/1460202202027417602
[2] https://nightingaledvs.com/%E2%80%8B%E2%80%8Bcommunicating-climate-risk-insights-from-the-ipcc-information-design-team/
[1] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[1] https://www.insurancebusinessmag.com/us/news/catastrophe/amrisc-group-names-ceo-of-wholesale-brand-317199.aspx#.YZoFt2GtCT4.twitter
[1] https://www.raconteur.net/business-strategy/hiring-first-cio/?utm_source=ActiveCampaign&utm_medium=email&utm_content=What+the+post-COP26+landscape+looks+like+for+business&utm_campaign=Daily-newsletter-tues-nov16-6am
[1] https://www.storytellingwithdata.com/blog/2021/11/17/a-combo-chart-makeover

Top URLs in Tweet in G8:
[113] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[21] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/
[13] https://twitter.com/DMR_Rosaria/status/1460209574133305346
[11] https://twitter.com/DMR_Rosaria/status/1461293908332363777
[9] https://twitter.com/DMR_Rosaria/status/1460926998574944261
[7] https://twitter.com/DMR_Rosaria/status/1460582759282487302
[7] https://medium.com/low-code-for-advanced-data-science/extra-extra-heat-all-about-it-3ffbba491e17
[7] https://www.linkedin.com/slink?code=gUp6mqxR
[7] https://www.linkedin.com/slink?code=g28k8nYU
[7] https://www.linkedin.com/slink?code=g_vze63k

Top URLs in Tweet in G9:
[28] https://bryanwhiting.github.io/dsnews/
[7] https://twinybots.ch/
[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://indhumathychelliah.medium.com/tableau-beginners-tutorial-d49e1893a474?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.fiverr.com/nhshapiro?utm_source=34119&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=34119_11531119&show_join=true
[4] https://www.upwork.com/services/product/google-data-studio-reports-for-your-website-search-console-google-ads-1350113375819354112
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266301

Top URLs in Tweet in G10:
[74] https://samuel-marsh.github.io/scCustomize/
[40] https://silvia.rbind.io/blog/2021-curated-compilations/01-data-viz-a11y/
[15] https://twitter.com/kc_analytics/status/1454071410570272771
[3] https://github.com/BioAnalyticResource/eFP-Seq_Browser/releases/tag/1.3.12
[3] https://bar.utoronto.ca/eFP-Seq_Browser/
[2] https://kcuilla.github.io/reactablefmtr/articles/sparklines.html
[2] https://www.reddit.com/r/dataisbeautiful/comments/qw1bew/oc_which_programming_language_is_required_to_land/
[2] https://twitter.com/miR_community/status/1438214181287759873
[2] https://github.com/rougier/scientific-visualization-book
[1] http://highcharts.com/blog/tutorials/highcharts-react-wrapper/

Top Domains
Top Domains in Tweet in Entire Graph:
[661] twitter.com
[489] reddit.com
[393] github.com
[215] griddb.net
[204] insurancebusinessmag.com
[195] datasciencecentral.com
[195] google.com
[166] paymentsdive.com
[153] raconteur.net
[135] bah.com

Top Domains in Tweet in G1:
[202] insurancebusinessmag.com
[193] twitter.com
[189] google.com
[181] datasciencecentral.com
[166] paymentsdive.com
[149] raconteur.net
[138] github.com
[134] bah.com
[124] mckinsey.com
[81] biometricupdate.com

Top Domains in Tweet in G2:
[5] twitter.com
[2] utoronto.ca
[1] typeform.com

Top Domains in Tweet in G3:
[70] ac.uk
[19] observablehq.com
[18] github.com
[16] nodexlgraphgallery.org
[11] twitter.com
[9] globaldamwatch.org
[6] behance.net
[4] gob.mx
[4] harvard.edu
[3] ibb.co

Top Domains in Tweet in G4:
[64] twitter.com
[56] typeform.com
[51] europa.eu
[22] amazon.com
[19] opensea.io
[17] policyviz.com
[17] anychart.com
[17] verigazeteciligi.com
[14] theguardian.com
[14] medium.com

Top Domains in Tweet in G5:
[346] reddit.com
[8] datasciencecentral.com
[3] raconteur.net
[2] co.uk
[2] janezhang.ca
[1] kdnuggets.com
[1] amazon.com
[1] twinybots.ch
[1] uxdesign.cc

Top Domains in Tweet in G6:
[3] tableau.com
[3] github.com
[2] linkedin.com
[2] twitter.com
[1] reddit.com
[1] python-graph-gallery.com
[1] gishub.org
[1] youtube.com

Top Domains in Tweet in G7:
[5] flickr.com
[2] ac.uk
[2] twitter.com
[2] nightingaledvs.com
[1] datasciencecentral.com
[1] insurancebusinessmag.com
[1] raconteur.net
[1] storytellingwithdata.com

Top Domains in Tweet in G8:
[145] griddb.net
[61] twitter.com
[38] linkedin.com
[24] tableau.com
[9] medium.com
[8] blogspot.com
[6] youtube.com
[6] solutionsreview.com
[5] data-to-viz.com
[5] ela-analytics.com

Top Domains in Tweet in G9:
[31] twitter.com
[28] economist.com
[28] github.io
[26] cityofnewyork.us
[18] reddit.com
[12] fiverr.com
[12] medium.com
[7] twinybots.ch
[6] husaria-marketing.com
[6] flowingdata.com

Top Domains in Tweet in G10:
[76] github.io
[40] rbind.io
[17] twitter.com
[6] github.com
[3] highcharts.com
[3] utoronto.ca
[2] reddit.com
[1] codepen.io
[1] dataand.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8722] dataviz
[3532] datascience
[3472] python
[2745] ai
[2511] machinelearning
[2466] 100daysofcode
[2429] rstats
[2192] tensorflow
[2186] bigdata
[2114] coding



Top Hashtags in Tweet in G1:
[3174] dataviz
[3022] python
[2752] datascience
[2630] ai
[2422] 100daysofcode
[2162] tensorflow
[2099] bigdata
[2035] machinelearning
[2022] coding
[1862] rstats

Top Hashtags in Tweet in G2:
[729] dataviz
[2] 30daymapchallenge
[2] rstats
[1] coronavirus
[1] infographics
[1] ai
[1] dataart
[1] analytics
[1] nfts
[1] land

Top Hashtags in Tweet in G3:
[592] dataviz
[242] rstats
[200] 30daymapchallenge
[130] cop26
[100] gischat
[96] map
[83] b3d
[75] dataart
[75] rspatial
[74] digitalhumanities

Top Hashtags in Tweet in G4:
[489] dataviz
[39] datavisualization
[38] euopendatadays
[37] ddj
[33] opendata
[32] datascience
[31] eudataviz
[29] visualanalytics
[25] statistics
[23] datastorytelling

Top Hashtags in Tweet in G5:
[442] dataviz
[358] datascience
[353] machinelearning
[342] programming
[21] ai
[18] python
[13] datascientists
[13] analytics
[13] pandas
[11] travel

Top Hashtags in Tweet in G6:
[359] dataviz
[110] maps
[53] datascience
[50] globalwarming
[49] climatechange
[48] coding
[47] ar
[47] vr
[47] medical
[39] metofficecop26

Top Hashtags in Tweet in G7:
[231] dataviz
[119] climatecrisis
[103] climatechange
[103] globalwarming
[96] climate
[5] climateviz
[5] cop26
[3] climatechangeswitchboard
[3] fintech
[3] insurtech

Top Hashtags in Tweet in G8:
[343] dataviz
[157] python
[145] griddb
[129] iot
[124] opensource
[113] la
[113] losangeles
[86] knime
[83] 66daysofdata
[71] data

Top Hashtags in Tweet in G9:
[281] dataviz
[26] data
[26] nyc
[18] datavisualization
[17] datascience
[17] bigdata
[16] analysis
[15] googledatastudio
[14] reporting
[14] questions

Top Hashtags in Tweet in G10:
[110] dataviz
[95] rstats
[71] scrnaseq
[3] js
[3] map
[3] datascience
[3] tidytuesday
[3] genomics
[3] singlecell
[3] bioinformatics

Top Words
Top Words in Tweet in Entire Graph:
[9218] #dataviz
[4543] #python
[3677] #datascience
[3532] #100daysofcode
[3502] #rstats
[3250] #tensorflow
[3053] #coding
[3003] #ai
[2971] data
[2630] #machinelearning

Top Words in Tweet in G1:
[4067] #python
[3506] #dataviz
[3466] #100daysofcode
[3211] #tensorflow
[2953] #coding
[2888] #datascience
[2879] #rstats
[2864] #ai
[2517] #nlp
[2505] #javascript

Top Words in Tweet in G2:
[729] #dataviz
[720] diezeit
[718] die
[717] breitet
[717] deutschland
[716] coronavirus
[716] aktuelle
[716] 320
[716] karten
[716] seite

Top Words in Tweet in G3:
[606] #dataviz
[249] map
[245] #rstats
[218] data
[200] #30daymapchallenge
[189] day
[182] made
[132] #cop26
[130] wind
[130] farms

Top Words in Tweet in G4:
[497] #dataviz
[139] book
[130] read
[108] books
[107] more
[95] better
[84] people
[82] beautiful
[73] many
[71] find

Top Words in Tweet in G5:
[443] #dataviz
[359] #datascience
[354] #machinelearning
[350] data
[342] #programming
[338] meta
[338] source
[335] languages
[335] required
[335] jobs

Top Words in Tweet in G6:
[359] #dataviz
[135] showing
[122] years
[120] last
[110] #maps
[109] map
[104] 100
[101] mapmakerdavid
[98] world's
[98] largest

Top Words in Tweet in G7:
[238] today
[238] ppm
[231] #dataviz
[196] temperature
[189] global
[182] mountain
[121] impact
[120] 21
[120] months
[119] birthday

Top Words in Tweet in G8:
[356] #dataviz
[322] data
[158] #python
[152] tableau
[145] #griddb
[134] #opensource
[131] #iot
[128] visualize
[128] read
[123] help

Top Words in Tweet in G9:
[282] #dataviz
[55] more
[50] data
[35] see
[31] detail
[29] source
[28] dataviz
[28] graphic
[26] #data
[26] #nyc

Top Words in Tweet in G10:
[182] package
[149] #dataviz
[134] #rstats
[82] accessibility
[74] sccustomize
[73] check
[72] website
[71] very
[71] proud
[71] present

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1469] #analytics,#bigdata
[1416] #datavis,#modelops
[1374] #insurtech,#finserv
[1374] #finserv,#marketing
[1369] #fintech,#insurtech
[1345] #datascientist,#rstats
[1262] #javascript,#tensorflow
[1256] #modelops,#nlp
[1254] #api,#datavis
[1220] #tensorflow,#growthhacking

Top Word Pairs in Tweet in G1:
[1455] #analytics,#bigdata
[1405] #datavis,#modelops
[1363] #insurtech,#finserv
[1363] #finserv,#marketing
[1358] #fintech,#insurtech
[1335] #datascientist,#rstats
[1250] #javascript,#tensorflow
[1246] #api,#datavis
[1246] #modelops,#nlp
[1211] #tensorflow,#growthhacking

Top Word Pairs in Tweet in G2:
[716] breitet,coronavirus
[716] coronavirus,deutschland
[716] deutschland,die
[716] die,aktuelle
[716] aktuelle,diezeit
[716] diezeit,320
[716] 320,karten
[716] karten,seite
[716] seite,gedruckt
[716] gedruckt,#dataviz

Top Word Pairs in Tweet in G3:
[214] #rstats,#dataviz
[130] wind,farms
[117] #30daymapchallenge,day
[79] data,visualization
[79] visualization,concepts
[75] #dataviz,#dataart
[70] #dataviz,#rspatial
[68] map,wind
[63] 18,water
[62] concepts,part

Top Word Pairs in Tweet in G4:
[78] book,better
[58] more,project
[57] considering,writing
[57] writing,book
[56] hi,considering
[56] book,helps
[56] helps,people
[56] people,create
[56] create,beautiful
[56] beautiful,easy

Top Word Pairs in Tweet in G5:
[340] #datascience,#machinelearning
[337] #machinelearning,#dataviz
[335] #programming,languages
[335] languages,required
[335] required,data
[335] data,jobs
[335] jobs,meta
[335] meta,#datascience
[335] #dataviz,source
[63] types,best

Top Word Pairs in Tweet in G6:
[110] #dataviz,#maps
[98] mapmakerdavid,showing
[98] showing,world's
[98] world's,100
[98] 100,largest
[98] largest,islands
[98] islands,#dataviz
[94] great,map
[93] map,mapmakerdavid
[47] simulation,eye

Top Word Pairs in Tweet in G7:
[184] global,temperature
[119] today,birthday
[119] birthday,21
[119] 21,born
[119] born,371
[119] 371,70
[119] 70,ppm
[119] ppm,today
[119] today,413
[119] 413,93

Top Word Pairs in Tweet in G8:
[115] visualize,data
[115] data,points
[113] analyzed,air
[113] air,quality
[113] quality,data
[113] data,gathered
[113] gathered,epa
[113] epa,#la
[113] #la,county
[113] county,see

Top Word Pairs in Tweet in G9:
[29] #dataviz,see
[28] graphic,detail
[28] detail,#dataviz
[28] see,more
[26] source,#nyc
[26] #nyc,#dataviz
[11] map,source
[11] over,330
[11] 330,#fiverr
[11] #fiverr,#gigs

Top Word Pairs in Tweet in G10:
[111] package,#rstats
[71] very,proud
[71] proud,present
[71] present,sccustomize
[71] sccustomize,first
[71] first,package
[71] package,check
[71] check,website
[71] website,full
[71] full,details

Top Replied-To
Top Replied-To in Entire Graph:
@dataviz_szuyu
@swisscognitive
@votoinformadohn
@dataviz_
@laquadrature
@chidambara09
@amoration
@infovis_
@visualisingdata
@stgocerrosisla

Top Replied-To in G1:
@swisscognitive
@laquadrature
@chidambara09
@stgocerrosisla
@robertjanezic
@kaz_yos
@infovis_
@heissjl
@jburnmurdoch
@kittjonathan

Top Replied-To in G2:
@cedscherer
@juliustroeger
@jhaslauer

Top Replied-To in G3:
@infovis_
@_ansgar
@ichbingisele
@kirellbenzi

Top Replied-To in G4:
@visualisingdata
@eu_opendata
@lisacmuth
@nicholaspretto
@davidepstein
@eutenders
@opensea
@nftcompanyy
@andy13_dataviz
@jaxx084

Top Replied-To in G5:
@jeopardy408

Top Replied-To in G6:
@lisacmuth

Top Replied-To in G7:
@ecowarriorss

Top Replied-To in G8:
@tableau
@tableaupublic

Top Replied-To in G9:

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@ingliguori
@diezeit
@meta
@tableau
@epa
@mckinsey
@mais_abusalah
@visualcap
@paymentsdive

Top Mentioned in G1:
@enricomolinari
@ingliguori
@mckinsey
@paymentsdive
@mais_abusalah
@visualcap
@fabriziobustama
@betamoroney
@nicochan33
@wesmckinn

Top Mentioned in G2:
@diezeit
@juliustroeger
@jhaslauer
@zeitonline

Top Mentioned in G3:
@openstreetmap
@tjukanov
@emodnet
@unctad_tlb
@john_m_nelson
@cop26
@gretathunberg
@sarahbellmaps
@filwd
@nicolasturgeon

Top Mentioned in G4:
@jschwabish
@albertocairo
@mirkolorenz
@opensea
@policyviz
@stevefranconeri
@datawrapper
@h_i_g_s_c_h
@wiederkehr
@tamaraflemisch

Top Mentioned in G5:
@meta
@wesmckinn
@randal_olson
@enricomolinari
@sirjamesdelon
@ingliguori
@dataisbeautiful
@coucoseth
@drangshu
@andrea_ilsergio

Top Mentioned in G6:
@mapmakerdavid
@neilrkaye
@metoffice
@simongerman600
@waterfront8
@graphichunters
@econdailycharts
@ingliguori
@lndata
@artlebedev

Top Mentioned in G7:
@ipcc_ch
@enricomolinari
@nasagiss
@ed_hawkins
@infodesign_lab
@wesmckinn
@raconteur
@diezeit
@visualcap

Top Mentioned in G8:
@tableau
@epa
@kaggle
@tableaupublic
@figmadesign
@vega_vis
@joellesnaith
@refikanadol
@joshuadavis
@daitomanabe

Top Mentioned in G9:

Top Mentioned in G10:
@spcanelon
@highcharts
@jbkunst
@musmekh
@meta
@codeforsociety
@nprougier
@torsteinhonsi
@afrimapr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@javascriptd
@codedailybot
@cipherequality
@evankirstel
@milenio

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@javascriptd
@codedailybot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot

Top Tweeters in G2:
@iflck
@kulturbolschewi
@btkrth
@gwinniejones
@ap_saegge
@tilhemwell
@monasmitte
@cyrus_mcdugan
@shellysherrchen
@abdulhai23

Top Tweeters in G3:
@harvest57688777
@ptialex77
@boletusedulius
@martingaedt
@libe
@rginvest
@smh
@andresrguez
@slutreplik
@hbdchick

Top Tweeters in G4:
@john1966olsen
@glynmoody
@nayasala
@time
@derspiegel
@margymaclibrary
@digiphile
@zdf
@marquezmoy
@gabriellenyc

Top Tweeters in G5:
@1realkidd
@ayirpelle
@infrahumano
@dnsf
@jldercle
@machine_ml
@ayibatonye0
@kamromero
@httpstatus402
@artist_hb

Top Tweeters in G6:
@lulu_graezinski
@dare_darou
@aclemoine
@grest_
@ppr2103
@syawal
@jane__eden
@anshsharma
@ingecommissaris
@agussari

Top Tweeters in G7:
@costeslioneler
@pelopez1
@aprylsmithts
@drjimmystar
@allan_crawshaw
@johnapp63499667
@datsyuklover
@aliadair22
@gezgintrk
@dawnroseturner

Top Tweeters in G8:
@dataaugmented
@gadiooumoul
@eldokshe
@r___83___o
@opensource_orgs
@elenavallejoa
@lkafle
@zaed2721981
@ninkaimaryam
@rehnumasamaji

Top Tweeters in G9:
@lgrindler
@cybersecboardrm
@mjjk_matt
@popere4niy
@kinolina
@kmathan
@odsc
@infovorematt
@jamesmfee
@fubits

Top Tweeters in G10:
@yolo_pinyato
@compchembiobot
@isabellaghement
@singlecellmedia
@abdhamdabkr
@tangming2005
@dataandme
@binfotrends
@beepuluv
@rogerhilfiker


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