dataviz OR datavis since:2021-11-08 until:2021-11-14, Twitter, 11/15/2021 5:23:43 PM, 266301


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dataviz OR datavis since:2021-11-08 until:2021-11-14 Twitter NodeXL SNA Map and Report for Monday, 1
dataviz OR datavis since:2021-11-08 until:2021-11-14 Twitter NodeXL SNA Map and Report for Monday, 1
From:
SMRFoundation
Uploaded on:
November 15, 2021
Short Description:
dataviz OR datavis since:2021-11-08 until:2021-11-14 via NodeXL https://bit.ly/3qFMqpq
@dashboarddr
@neilrkaye
@milos_agathon
@rstatstweet
@kirkdborne
@datavizsociety
@ingliguori
@fabriciosx
@giswqs
@tableau

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

Description:
Description
The graph represents a network of 5,671 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-08 until:2021-11-14", 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, 15 November 2021 at 17:10 UTC.

The tweets in the network were tweeted over the 5-day, 23-hour, 55-minute period from Monday, 08 November 2021 at 00:01 UTC to Saturday, 13 November 2021 at 23:57 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 : 5671
Unique Edges : 12574
Edges With Duplicates : 4970
Total Edges : 17544
Number of Edge Types : 5
Retweet : 6816
MentionsInRetweet : 8013
Tweet : 1119
Replies to : 184
Mentions : 1412
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.0174988686076331
Reciprocated Edge Ratio : 0.0343958487768718
Connected Components : 463
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 4310
Maximum Edges in a Connected Component : 15578
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.916133
Graph Density : 0.000419536009966857
Modularity : 0.620623
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,671 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-08 until:2021-11-14", 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, 15 November 2021 at 17:10 UTC.

The tweets in the network were tweeted over the 5-day, 23-hour, 55-minute period from Monday, 08 November 2021 at 00:01 UTC to Saturday, 13 November 2021 at 23:57 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:2021-11-08 until:2021-11-14
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:
[159] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[156] https://github.com/giswqs/streamlit-geospatial
[154] https://streamlit.gishub.org
[115] https://www.liberation.fr/plus/numeros-speciaux/les-chasseurs-francais-tuent-22-millions-danimaux-par-an-20211108_CUSOY42UVZHKJKF2JR5RNHCLWI/?redirected=1
[96] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[95] https://www.indiaspend.com/data-viz/unpaid-wages-pile-up-as-mgnregs-funds-fall-short-786789
[93] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[74] https://www.spiegel.de/auto/tempolimit-die-irrationale-abneigung-der-deutschen-gegen-130-km-h-a-c67e30da-2f63-4411-8372-4403aa764662
[65] https://www.kdnuggets.com/2019/04/data-visualization-python-matplotlib-seaborn.html
[64] https://learn.toanhoang.com/bundles/free-tableau-training

Top URLs in Tweet in G1:
[70] https://www.spiegel.de/auto/tempolimit-die-irrationale-abneigung-der-deutschen-gegen-130-km-h-a-c67e30da-2f63-4411-8372-4403aa764662
[60] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week45
[45] https://github.com/BlakeRMills/30DayMapChallenge/blob/main/Day%209%20(Monochrome)/Day%209%20(Monochrome).R
[45] https://ibb.co/zf1XRcp
[36] https://www.tylermw.com/tutorial-visualizing-saturns-appearance-from-earth-in-r/
[29] https://r-charts.com/ggplot2/
[27] https://www.hicetnunc.xyz/objkt/523279
[24] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[24] https://afrimapr.github.io/afrilearndata/
[22] https://landgeist.com/2021/11/09/efficiency-of-train-services-in-europe/

Top URLs in Tweet in G2:
[93] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[63] https://learn.toanhoang.com/bundles/free-tableau-training
[62] https://www.kdnuggets.com/2019/04/data-visualization-python-matplotlib-seaborn.html
[55] https://twitter.com/ingliguori/status/1456657096460603393
[49] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[47] https://www.visualcapitalist.com/how-people-spend-their-time-globally/
[42] https://www.visualcapitalist.com/u-s-military-spending-vs-other-top-countries/
[35] https://artificialintelligence.oodles.io/blogs/ai-and-devops/
[25] https://twitter.com/ingliguori/status/1459073495640719360
[24] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/

Top URLs in Tweet in G3:
[24] https://www.reddit.com/r/dataisbeautiful/comments/945lw7/does_it_taste_like_chicken_an_evolutionary_view_oc/?st=JKHDBWIS&sh=f2b53ef1
[10] https://www.flickr.com/photo.gne?short=2mFBiD5
[7] https://www.flickr.com/photo.gne?short=293M1oa
[5] https://www.metoffice.gov.uk/about-us/press-office/news/weather-and-climate/2021/wmo-2021-provisional-statement
[3] https://pixelmoversandmakers.com/
[2] https://www.tylermw.com/tutorial-visualizing-saturns-appearance-from-earth-in-r/
[2] https://twitter.com/neilrkaye/status/1458841403337981959
[1] https://r-charts.com/ggplot2/
[1] https://www.spiegel.de/auto/tempolimit-die-irrationale-abneigung-der-deutschen-gegen-130-km-h-a-c67e30da-2f63-4411-8372-4403aa764662
[1] https://www.hicetnunc.xyz/objkt/523279

Top URLs in Tweet in G5:
[72] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[27] https://github.com/wjsutton/games_night_viz
[9] https://www.tableau.com/about/press-releases/2021/tableau-pledges-train-10-million-data-people
[9] https://exploratory.io/dashboard/PQd2wHB2BZ/Tableau-Data21-Conference-EMA-Dashboard-fhp5qsA7Zp
[7] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/
[7] https://twitter.com/DavidAbu_/status/1459244821554634753
[7] https://vizgallery.tableaupublic.com/#
[4] https://careers.jigsawhomes.org.uk/488/view
[4] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[3] https://twitter.com/katebrown_5/status/1457106068010676236

Top URLs in Tweet in G6:
[103] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[30] 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
[19] https://www.eventbrite.com/e/black-in-data-week-2021-tickets-191046434027
[10] https://twitter.com/emilyethornton/status/1458219373362036738
[5] https://www.urban.org/research/publication/do-no-harm-guide-applying-equity-awareness-data-visualization
[5] https://www.datasciencecentral.com/video/dsc-webinar-series-wrangle-the-data-abyss-build-test-deliver
[5] https://tc21.braindate.com/login/?utm_source=twitter&redirect=/topics/76541/
[3] https://twitter.com/BlackTIDES1/status/1456619592873385991
[3] https://dy.si/usRMWA
[3] https://www.datasciencecentral.com/profiles/blogs/how-to-choose-the-right-graph-for-your-data-in-one-picture

Top URLs in Tweet in G7:
[21] https://www.climate-lab-book.ac.uk/author/ehawkins/
[12] https://nightingaledvs.com/dashboards-are-not-data-stories/
[9] https://nightingaledvs.com/%e2%80%8b%e2%80%8bcommunicating-climate-risk-insights-from-the-ipcc-information-design-team/
[9] https://civio.es/medicamentalia/2021/11/02/ART-EU-access/
[7] https://www.datavisualizationsociety.org/nightingale-print-subscription
[7] https://www.washingtonpost.com/graphics/2020/national/coronavirus-us-cases-deaths/?tid=ss_tw
[6] https://nightingaledvs.com/ive-stopped-using-box-plots-should-you/
[5] https://observablehq.com/collection/@civio/619-art-eu
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266109
[5] https://twitter.com/SaffronJONeill/status/1456566574589136902

Top URLs in Tweet in G8:
[24] https://bryanwhiting.github.io/dsnews/
[6] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[6] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[6] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[6] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[4] https://www.chi2innovations.com/graphs-dont-lie-book/
[3] https://twinybots.ch/
[3] https://twitter.com/HarvardMapColl/status/1457789742393671681
[3] https://raw.githubusercontent.com/seade-R/dados-covid-sp/master/data/sp.csv
[2] https://dataviz-1.urssaf.fr/reseau-et-chiffres-cles

Top URLs in Tweet in G9:
[26] https://blog.datawrapper.de/data-vis-dispatch-november-9-2021/
[21] https://earthobservatory.nasa.gov/images/149047/an-extra-air-pollution-burden
[12] https://www.linkedin.com/pulse/5-steps-build-data-science-team-christopher-doyle/
[4] https://academy.datawrapper.de/article/321-patchy-data
[4] https://efsa.gitlab.io/multimedia/dataviz-2018/index.htm
[3] http://www.verigazeteciligi.com/advocacy-assemly-veri-gazeteciligi-gorsellestirme-egitimleri/
[2] https://blog.datawrapper.de/data-vis-dispatch-november-2-2021/
[2] https://www.datavisualizationsociety.org/nightingale-print-subscription
[2] https://streamlit.gishub.org
[2] https://github.com/giswqs/streamlit-geospatial

Top URLs in Tweet in G10:
[128] https://github.com/giswqs/streamlit-geospatial
[127] https://streamlit.gishub.org
[54] https://www.youtube.com/watch?v=ykRWMnfI5TA&feature=youtu.be

[44] https://blog.streamlit.io/monthly-rewind-october-2021/
[18] https://www.youtube.com/watch?v=VVRK_-dEjR4&feature=youtu.be

[15] https://twitter.com/DMR_Rosaria/status/1458051056047435776
[12] https://twitter.com/DMR_Rosaria/status/1457682445554307081
[11] https://twitter.com/DMR_Rosaria/status/1458409765235826689
[9] https://www.youtube.com/watch?v=sOliJN41f0k&feature=youtu.be

[9] https://twitter.com/DMR_Rosaria/status/1458769569997283333

Top Domains
Top Domains in Tweet in Entire Graph:
[635] github.com
[602] twitter.com
[216] datasciencecentral.com
[213] youtube.com
[171] google.com
[168] griddb.net
[157] gishub.org
[145] bah.com
[134] reddit.com
[115] liberation.fr

Top Domains in Tweet in G1:
[350] github.com
[70] spiegel.de
[67] datacamp.com
[65] youtube.com
[58] reddit.com
[52] ibb.co
[49] landgeist.com
[44] twitter.com
[42] github.io
[36] tylermw.com

Top Domains in Tweet in G2:
[152] google.com
[142] bah.com
[135] twitter.com
[103] kdnuggets.com
[92] visualcapitalist.com
[76] datasciencecentral.com
[63] toanhoang.com
[60] griddb.net
[47] usgs.gov
[40] medium.com

Top Domains in Tweet in G3:
[24] reddit.com
[17] flickr.com
[5] gov.uk
[4] twitter.com
[3] pixelmoversandmakers.com
[2] github.com
[2] tylermw.com
[1] r-charts.com
[1] spiegel.de
[1] hicetnunc.xyz

Top Domains in Tweet in G5:
[87] griddb.net
[37] tableau.com
[31] twitter.com
[27] github.com
[9] exploratory.io
[9] tableaupublic.com
[6] youtube.com
[4] org.uk
[3] datasciencecentral.com
[2] techcrunch.com

Top Domains in Tweet in G6:
[116] datasciencecentral.com
[30] amazon.com
[25] twitter.com
[19] eventbrite.com
[6] braindate.com
[6] youtu.be
[5] urban.org
[4] nightingaledvs.com
[3] dy.si
[3] policyviz.com

Top Domains in Tweet in G7:
[28] twitter.com
[27] nightingaledvs.com
[21] ac.uk
[12] civio.es
[10] nodexlgraphgallery.org
[8] observablehq.com
[8] graphichuntersshow.nl
[7] datavisualizationsociety.org
[7] washingtonpost.com
[5] visualcinnamon.com

Top Domains in Tweet in G8:
[53] twitter.com
[25] github.io
[25] economist.com
[15] reddit.com
[12] chi2innovations.com
[5] tableau.com
[5] flowingdata.com
[4] medium.com
[4] githubusercontent.com
[4] linkedin.com

Top Domains in Tweet in G9:
[32] datawrapper.de
[21] nasa.gov
[12] linkedin.com
[4] twitter.com
[4] gitlab.io
[3] verigazeteciligi.com
[2] datavisualizationsociety.org
[2] gishub.org
[2] youtube.com
[2] github.com

Top Domains in Tweet in G10:
[129] gishub.org
[129] github.com
[86] youtube.com
[66] twitter.com
[44] streamlit.io
[37] linkedin.com
[18] griddb.net
[8] cytoscape.org
[4] makina-corpus.com
[4] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7515] dataviz
[3019] datascience
[2480] python
[2102] ai
[2010] rstats
[1817] machinelearning
[1761] bigdata
[1607] analytics
[1556] 100daysofcode
[1527] coding



Top Hashtags in Tweet in G1:
[1438] dataviz
[882] rstats
[465] 30daymapchallenge
[262] tidytuesday
[223] ggplot2
[157] maps
[153] tidyverse
[151] rayrender
[142] r4ds
[114] datascience

Top Hashtags in Tweet in G2:
[2364] dataviz
[2211] datascience
[1996] python
[1874] ai
[1636] machinelearning
[1564] bigdata
[1505] 100daysofcode
[1416] analytics
[1375] coding
[1212] ml

Top Hashtags in Tweet in G3:
[535] dataviz
[339] 30daymapchallenge
[183] 3d
[183] day11
[158] climatechange
[150] population
[148] day12
[47] cop26
[36] globalwarming
[25] netzero

Top Hashtags in Tweet in G4:
[297] dataviz
[297] rstats
[297] maps
[289] datascience
[277] women
[277] science
[277] womenintech
[12] gis
[8] armisticeday
[8] armistice

Top Hashtags in Tweet in G5:
[298] dataviz
[96] python
[91] tableau
[87] griddb
[74] iot
[72] la
[72] losangeles
[72] datafam
[61] tc21
[60] data21

Top Hashtags in Tweet in G6:
[253] dataviz
[184] datascience
[139] datascientists
[125] bigdata
[124] machinelearning
[123] ai
[121] python
[120] abdsc
[112] coding
[111] analytics

Top Hashtags in Tweet in G7:
[153] dataviz
[39] cop26
[30] climatechange
[29] datavisualization
[21] biodiversity
[21] cop15
[15] encore21
[13] storytelling
[12] climateaction
[12] geography

Top Hashtags in Tweet in G8:
[233] dataviz
[18] datascience
[14] data
[12] datavisualization
[11] gis
[11] japan
[11] 廃棄物
[11] ごみ処理
[9] datavis
[9] dataanalytics

Top Hashtags in Tweet in G9:
[203] dataviz
[67] map
[67] turkey
[67] harvardlibrary
[67] türkiye
[26] datascience
[22] maps
[21] washingtondc
[12] bi
[12] ml

Top Hashtags in Tweet in G10:
[254] dataviz
[127] streamlit
[127] geemap
[126] earthengine
[126] eochat
[100] gischat
[86] 66daysofdata
[75] knime
[65] python
[64] opensource

Top Words
Top Words in Tweet in Entire Graph:
[7996] #dataviz
[3143] #datascience
[2960] data
[2666] #python
[2239] #ai
[2137] #rstats
[1955] #machinelearning
[1905] #bigdata
[1729] #100daysofcode
[1728] #analytics

Top Words in Tweet in G1:
[1494] #dataviz
[894] #rstats
[573] data
[470] #30daymapchallenge
[408] day
[348] map
[283] code
[262] #tidytuesday
[253] made
[228] #ggplot2

Top Words in Tweet in G2:
[2627] #dataviz
[2313] #datascience
[2173] #python
[1982] #ai
[1759] #machinelearning
[1676] #100daysofcode
[1675] #bigdata
[1528] #analytics
[1471] #coding
[1236] #ml

Top Words in Tweet in G3:
[536] #dataviz
[339] #30daymapchallenge
[310] years
[277] globe
[204] 2021
[197] hottest
[195] last
[185] annual
[183] cycle
[183] precipitation

Top Words in Tweet in G4:
[574] map
[561] data
[297] shows
[297] #dataviz
[297] #rstats
[297] #maps
[289] #datascience
[284] according
[277] female
[277] researchers

Top Words in Tweet in G5:
[307] #dataviz
[294] data
[143] tableau
[97] #python
[92] #tableau
[87] #griddb
[84] see
[83] help
[78] points
[78] read

Top Words in Tweet in G6:
[262] #dataviz
[222] data
[192] #datascience
[142] #datascientists
[141] book
[132] #bigdata
[132] #machinelearning
[129] #ai
[123] #python
[120] #abdsc

Top Words in Tweet in G7:
[156] #dataviz
[57] more
[52] dataviz
[43] data
[43] #cop26
[35] learn
[34] #climatechange
[29] #datavisualization
[29] ipcc_ch
[28] 000

Top Words in Tweet in G8:
[233] #dataviz
[60] data
[48] more
[43] dataviz
[36] see
[25] detail
[24] graphic
[19] chart
[18] #datascience
[17] world

Top Words in Tweet in G9:
[203] #dataviz
[83] country
[78] data
[68] showing
[68] number
[67] pretty
[67] wild
[67] 1955
[67] economic
[67] #map

Top Words in Tweet in G10:
[300] app
[272] #dataviz
[136] web
[129] github
[128] #streamlit
[127] #earthengine
[127] #geemap
[127] #eochat
[111] timelapse
[110] using

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1005] #100daysofcode,#dataviz
[919] #analytics,#bigdata
[830] #ml,#nlp
[800] #serverless,#100daysofcode
[728] #coding,#serverless
[711] #python,#datascience
[689] #tensorflow,#coding
[674] #bigdata,#ai
[665] #nlp,#javascript
[644] #data,#datascience

Top Word Pairs in Tweet in G1:
[326] #rstats,#dataviz
[234] #30daymapchallenge,day
[134] #r4ds,#tidyverse
[110] day,10
[101] data,visualization
[93] #maps,#dataviz
[91] week's,#tidytuesday
[88] using,data
[88] data,openstreetmap
[83] wind,farms

Top Word Pairs in Tweet in G2:
[980] #100daysofcode,#dataviz
[902] #analytics,#bigdata
[815] #ml,#nlp
[777] #serverless,#100daysofcode
[711] #coding,#serverless
[687] #python,#datascience
[675] #tensorflow,#coding
[655] #bigdata,#ai
[646] #nlp,#javascript
[560] #datascience,#programming

Top Word Pairs in Tweet in G3:
[183] annual,cycle
[183] cycle,precipitation
[183] precipitation,globe
[183] globe,#30daymapchallenge
[183] #30daymapchallenge,#3d
[183] #3d,#dataviz
[183] #dataviz,#day11
[148] #30daymapchallenge,#dataviz
[148] #dataviz,#population
[148] #population,#day12

Top Word Pairs in Tweet in G4:
[292] #rstats,#maps
[289] map,shows
[277] shows,female
[277] female,researchers
[277] researchers,europe
[277] europe,according
[277] according,unesco
[277] unesco,data
[277] data,link
[277] link,data

Top Word Pairs in Tweet in G5:
[78] data,points
[74] visualize,data
[72] analyzed,air
[72] air,quality
[72] quality,data
[72] data,gathered
[72] gathered,epa
[72] epa,#la
[72] #la,county
[72] county,see

Top Word Pairs in Tweet in G6:
[113] #ai,#machinelearning
[111] #abdsc,#bigdata
[111] #analytics,#ai
[103] free,3600
[103] 3600,pdf
[103] pdf,book
[103] book,expanded
[103] expanded,updated
[103] updated,october
[103] october,2021

Top Word Pairs in Tweet in G7:
[21] dataviz,created
[21] created,ipcc_ch
[21] ipcc_ch,author
[21] author,ed_hawkins
[21] ed_hawkins,shows
[21] shows,global
[21] global,temperatures
[21] temperatures,risen
[21] risen,act
[21] act,urgently

Top Word Pairs in Tweet in G8:
[25] #dataviz,see
[24] graphic,detail
[24] detail,#dataviz
[24] see,more
[11] prefecture,japan
[11] #dataviz,#gis
[11] #gis,#japan
[11] #廃棄物,#ごみ処理
[7] covid,19
[6] more,#dataviz

Top Word Pairs in Tweet in G9:
[67] pretty,wild
[67] wild,1955
[67] 1955,economic
[67] economic,#map
[67] #map,#turkey
[67] #turkey,showing
[67] showing,many
[67] many,different
[67] different,industries
[67] industries,throughout

Top Word Pairs in Tweet in G10:
[129] web,app
[127] #streamlit,web
[125] #eochat,#dataviz
[98] #dataviz,#gischat
[81] using,interactive
[81] interactive,#streamlit
[81] app,demo
[81] demo,github
[81] github,#geemap
[81] #geemap,#earthengine

Top Replied-To
Top Replied-To in Entire Graph:
@dataviz_szuyu
@minsa_peru
@dataviz_
@bposton
@dimgiapp
@visualisingdata
@maartenzam
@dataviz_trading
@datadista
@enjalot

Top Replied-To in G1:
@openstreetmap
@maartenzam
@biff_bruise
@dr_xeo
@phaneritic
@mapdex
@filwd

Top Replied-To in G2:
@dimgiapp
@datadista
@gusthema
@marco_piani

Top Replied-To in G3:
@neilrkaye

Top Replied-To in G5:
@reza_rad
@sparsonsdataviz
@kajepo
@akorengold

Top Replied-To in G6:
@katherine_haugh
@aldatavizguy
@tkitupanotch
@jscarto
@jschwabish
@abnermason

Top Replied-To in G7:
@enjalot
@noahi
@amanda_patist
@craigtaylorviz
@unitingstreams
@antzee_
@datacitron

Top Replied-To in G8:

Top Replied-To in G9:
@frankelavsky
@visualisingdata

Top Mentioned
Top Mentioned in Entire Graph:
@ingliguori
@pawlowskimario
@nevillegaunt
@hana_elsayyed
@mvollmer1
@chboursin
@anand_narang
@margaretsiegien
@akwyz
@fabriziobustama

Top Mentioned in G1:
@afrimapr
@openstreetmap
@derspiegel
@r4dscommunity
@nasa
@la_lettura
@kierisi
@worldbank
@thomas_mock
@cedscherer

Top Mentioned in G2:
@ingliguori
@pawlowskimario
@nevillegaunt
@hana_elsayyed
@mvollmer1
@chboursin
@anand_narang
@margaretsiegien
@akwyz
@fabriziobustama

Top Mentioned in G3:
@neilrkaye
@metoffice
@sagteach
@royalscotgeosoc
@derspiegel
@openstreetmap
@metoffice_sci
@comatusnm

Top Mentioned in G4:
@milos_agathon

Top Mentioned in G5:
@tableau
@epa
@wjsutton12
@ninjavizlouis
@visual_endgame
@tableaupublic
@ema_research
@nba
@nbastats
@kaggle

Top Mentioned in G6:
@wesmckinn
@jschwabish
@ahobby9
@ajstarks
@illestpreacha
@soticoker
@tableau
@aldatavizguy
@pivotdatadesign
@eval_gal

Top Mentioned in G7:
@ipcc_ch
@ed_hawkins
@angelamorelli
@tomhal99
@gretathunberg
@akrackov
@cop26
@observablehq
@claireesantoro
@melichatgo

Top Mentioned in G9:
@avoiland
@datawrapper
@openstreetmap
@eagereyes
@lorefant
@georgesvis
@sherwinwilliams
@albertocairo
@simongerman600
@aeaweb

Top Mentioned in G10:
@streamlit
@cytoscape
@humantechnopole
@unitorvergata
@kaggle
@osxp_paris
@fre2d
@openstreetmap
@makina_corpus
@pandeyparul

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@cybersec_feeds
@jurylady5
@chidambara09
@s9tmt
@piyuanker12
@xaelbot
@javascriptd
@codedailybot

Top Tweeters in G1:
@derekjohnbryant
@animatorspal
@tacobell
@100xcode
@harvest57688777
@tarundsnaol
@pecunium
@robotproud
@pfanderson
@sdreyse

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@javascriptd
@codedailybot
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8

Top Tweeters in G3:
@_l17r_
@hackneywick
@gezgintrk
@mymimisthebest
@ochreblue
@3773_garden
@nobusik
@lovabelow98
@ericserati68
@johnsalmond

Top Tweeters in G4:
@e2dot7182818284
@pointluck1
@juan_ll1
@trabajareuropa
@kloridrix
@safe_007
@utktun
@mapiveas
@portefeuillefun
@drtrkulja

Top Tweeters in G5:
@paoloigna1
@raumunz
@raivoonet
@dataaugmented
@humbertozamorar
@gadiooumoul
@jacobussystems
@eldokshe
@marypcbuk
@ninkaimaryam

Top Tweeters in G6:
@raulpacheco
@fullnam35087976
@dirac7
@pardoe_ai
@earley38
@charlyaztec
@kirkdborne
@bhilai
@danipranantya
@sirmicpet

Top Tweeters in G7:
@viralvideovlogs
@scheerenberger
@aldoceccarelli
@guardian
@kvajpayaee
@thespicequeen_
@nytimes
@rtvenoticias
@eco1start
@gecko39

Top Tweeters in G8:
@7wdata
@mahideia
@nycdisinterest
@rimwellc
@pawansomanchi
@sevitz
@cornichecorp
@evening_tele
@odsc
@balyas_ulis

Top Tweeters in G9:
@beccanalia
@notrealdemocrat
@ene3112
@hbdchick
@patriotindiana
@briantrice
@lassebaagoe
@editorenbici
@danbuk4
@luciarimasen

Top Tweeters in G10:
@opensource_orgs
@yanetro50139443
@gemini8750
@_00o0o00
@c_thomsen
@sosohas23695837
@realtordotcom
@geo_maps
@suhnyllakler
@rukku


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