dataviz OR datavis since:2022-11-21 until:2022-11-28, Twitter, 11/28/2022 1:13:23 PM, 285017


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dataviz OR datavis since:2022-11-21 until:2022-11-28 Twitter NodeXL SNA Map and Report for Monday, 2
dataviz OR datavis since:2022-11-21 until:2022-11-28 Twitter NodeXL SNA Map and Report for Monday, 2
From:
SMRFoundation
Uploaded on:
November 28, 2022
Short Description:
dataviz OR datavis since:2022-11-21 until:2022-11-28 via NodeXL https://bit.ly/3GTNhew
@rosanaferrero
@parajulisaroj16
@milos_agathon
@o_fabriciosouza
@rstatstweet
@infobeautyaward
@beingovee
@godfrey_g_
@nadiehbremer
@datavizsociety

Top hashtags:
#dataviz

Description:
Description
The graph represents a network of 4,974 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-21 until:2022-11-28", 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, 28 November 2022 at 13:07 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 21 November 2022 at 00:00 UTC to Sunday, 27 November 2022 at 23:53 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 : 4974
Unique Edges : 7244
Edges With Duplicates : 4873
Total Edges : 12117
Number of Edge Types : 5
Retweet : 6615
MentionsInRetweet : 2947
Tweet : 986
Mentions : 1330
Replies to : 239
Self-Loops : 1100
Reciprocated Vertex Pair Ratio : 0.0141664558563117
Reciprocated Edge Ratio : 0.0279371414317785
Connected Components : 387
Single-Vertex Connected Components : 162
Maximum Vertices in a Connected Component : 3662
Maximum Edges in a Connected Component : 10154
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.173287
Graph Density : 0.000324146854615244
Modularity : 0.581134
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,974 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-21 until:2022-11-28", 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, 28 November 2022 at 13:07 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 21 November 2022 at 00:00 UTC to Sunday, 27 November 2022 at 23:53 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:2022-11-21 until:2022-11-28
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:
[309] https://milospopovic.net/blog/
[255] https://pyoflife.com/introduction-to-statistical-data-analysis-with-r/
[254] https://pyoflife.com/ggplot2-elegant-graphics-for-data-analysis/
[186] https://journals.sagepub.com/stoken/default+domain/10.1177%2F15291006211051956-FREE/full#.YbpbbYlu2Xw.twitter
[186] https://experception.net/Franconeri_ExperCeptionDotNet_DataVisQuickRef.pdf
[173] https://pyoflife.com/an-introduction-to-r/
[143] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/
[137] https://pyoflife.com/an-introduction-to-r-for-quantitative-economics/
[133] https://pyoflife.com/applied-spatial-data-analysis-with-r/
[125] https://chart.guide/topics/chartguide-poster-4-0/

Top URLs in Tweet in G1:
[172] https://journals.sagepub.com/stoken/default+domain/10.1177%2F15291006211051956-FREE/full#.YbpbbYlu2Xw.twitter
[172] https://experception.net/Franconeri_ExperCeptionDotNet_DataVisQuickRef.pdf
[116] https://chart.guide/topics/chartguide-poster-4-0/
[113] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/
[66] https://clauswilke.com/dataviz/
[65] https://www.data-to-viz.com/about.html
[45] https://github.com/easystats/performance
[36] https://www.maximaformacion.es/blog-dat/guia-para-encontrar-tu-prueba-estadistica/
[31] https://www.maximaformacion.es/blog-ciencia-datos/top-10-manipulacion-de-datos-con-dplyr/
[29] https://www.maximaformacion.es/blog-ciencia-datos/que-es-la-multicolinealidad-y-por-que-es-un-problema/

Top URLs in Tweet in G2:
[181] https://pyoflife.com/ggplot2-elegant-graphics-for-data-analysis/
[122] https://pyoflife.com/introduction-to-statistical-data-analysis-with-r/
[111] https://pyoflife.com/an-introduction-to-r/
[98] https://pyoflife.com/an-introduction-to-r-for-quantitative-economics/
[95] https://pyoflife.com/applied-spatial-data-analysis-with-r/
[51] https://pyoflife.com/download-software-for-data-analysis-programming-with-r/
[21] https://pyoflife.com/r-markdown-the-definitive-guide/
[13] https://pyoflife.com/linear-regression-using-r-an-introduction-to-data-modeling/
[11] https://pyoflife.com/using-r-for-introductory-statistics/
[8] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/

Top URLs in Tweet in G3:
[122] https://twitter.com/KIIARA/status/1495957210857365504
[64] https://twitter.com/supimbianca/status/1451361990979457052
[59] https://twitter.com/NazaninBoniadi/status/1595292486254985217
[50] https://twitter.com/MaryamMoqaddam/status/1595289181428776962
[33] https://www.data-blogger.com
[26] https://twitter.com/ArezeKing/status/1595291694727139328
[25] https://twitter.com/muskQu0tes/status/1595609225014947841
[25] https://github.com/mitchellkrogza/Phishing.Database
[21] https://www.mltut.com/best-online-courses-for-data-science-to-become-a-skilled-data-scientist/
[18] https://twitter.com/Shahzadeh_Iran/status/1594314406778871808

Top URLs in Tweet in G4:
[285] https://milospopovic.net/blog/
[17] https://pyoflife.com/ggplot2-elegant-graphics-for-data-analysis/
[10] https://pyoflife.com/applied-spatial-data-analysis-with-r/
[10] https://pyoflife.com/introduction-to-statistical-data-analysis-with-r/
[8] https://pyoflife.com/an-introduction-to-r-for-quantitative-economics/
[6] https://pyoflife.com/download-software-for-data-analysis-programming-with-r/
[6] https://pyoflife.com/an-introduction-to-r/
[4] https://pyoflife.com/r-markdown-the-definitive-guide/
[4] https://link.medium.com/cfEZ59xHbvb
[4] https://public.tableau.com/app/profile/jrcopreros/viz/shared/J4JBHXWWK

Top URLs in Tweet in G5:
[87] https://link.medium.com/cfEZ59xHbvb
[80] https://pyoflife.com/introduction-to-statistical-data-analysis-with-r/
[61] https://github.com/idmn/ggview
[30] https://pyoflife.com/an-introduction-to-r/
[25] https://pyoflife.com/ggplot2-elegant-graphics-for-data-analysis/
[23] https://www.behance.net/gallery/157886543/Data-Visualisation-TidyTuesday
[14] https://pyoflife.com/download-software-for-data-analysis-programming-with-r/
[13] https://pyoflife.com/an-introduction-to-r-for-quantitative-economics/
[9] https://link.medium.com/b7cXNdzFivb
[9] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/

Top URLs in Tweet in G6:
[46] http://www.thefunctionalart.com/2022/11/the-training-wheel-approach-to-teaching.html
[20] https://www.eventbrite.com/e/dvs-intersections-workshops-tuesday-tickets-466132614197
[17] https://www.informationisbeautifulawards.com/showcase/5023-the-art-of-conversation
[16] https://public.tableau.com/app/profile/sparsonsdataviz/viz/RiversofTimeMarvelStudiosMCUIronviz2021/RiversofTime
[15] https://www.informationisbeautifulawards.com/showcase/5153-escher-s-gallery
[14] https://erdavis.com/2021/09/07/average-seasonal-colors-of-the-usa/
[14] https://breathingearth.visualcinnamon.com/
[12] https://www.behance.net/gallery/100638417/Not-My-Cup-of-Coffee
[12] https://public.tableau.com/views/DisneyPrincessBabyNames/DisneyPrincessNames?:language=en-US&:display_count=n&:origin=viz_share_link
[10] https://kristw.yellowpigz.com/projects/goalriver/

Top URLs in Tweet in G7:
[105] 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/
[20] https://pudding.cool/
[18] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[14] https://griddb.net/en/blog/sky-rocketing-prices-inflation-an-analysis-using-griddb-and-python/
[13] https://griddb.net/en/blog/alien-life-on-earth-analysis-using-griddb-and-python/
[10] https://griddb.net/en/blog/create-interactive-dashboard-with-streamlit-python-and-griddb/
[5] https://www.youtube.com/watch?v=Ba7KN9wSAVY&feature=youtu.be

[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F7-data-visualization-best-practices-everyone-must-know-b68ebe329b1e%3Fsource%3Dsocial.tw
[3] https://systemsdigest.com/organisations/databox

Top URLs in Tweet in G8:
[14] https://twinybots.ch/
[10] https://www.upwork.com/services/product/google-data-studio-reports-for-your-website-search-console-google-ads-1350113375819354112
[5] https://www.kdnuggets.com/2022/11/picking-examples-understand-machine-learning-model.html
[4] https://www.javatpoint.com/deep-learning
[4] https://www.chi2innovations.com/blog/discover-visualisation-blog-series/the-one-sure-fire-path-to-the-best-data-visualisation/
[4] https://www.chi2innovations.com/graphs-dont-lie-book/
[3] https://www.kdnuggets.com/2022/11/multimodal-grounded-learning-vision-language.html
[2] https://www.javatpoint.com/hierarchical-clustering-in-machine-learning
[2] https://inanyplace.blogspot.com/2022/09/data-driven-transformacao-dos-dados.html
[2] https://inanyplace.blogspot.com/2022/09/Data-Driven-Cultura-Orientada-a-Dados.html

Top URLs in Tweet in G9:
[6] https://public.tableau.com/app/profile/michael7697/viz/Qataviz/Dashboard3
[4] https://public.tableau.com/app/profile/tam.s.varga/viz/RailroadInfrastructureQualityRankings_16691137747380/RailroadInfrastructureQualityRankings
[4] https://zebrabi.com/excel-add-in/?utm_campaign=Zebra%20BI%20for%20Office%20Post%20Launch&utm_content=228771727&utm_medium=social&utm_source=twitter&hss_channel=tw-2308072009
[3] https://www.hiberus.com/datavizqatar
[1] https://twitter.com/DataVizisFancy/status/1593633763153567744
[1] https://pyoflife.com/ggplot2-elegant-graphics-for-data-analysis/
[1] https://www.hiberus.com/datavizqatar?utm_source=social&utm_medium=twitter&utm_campaign=c702f02e-8959-49be-8787-42d8d2aceb9c
[1] https://twitter.com/911xclusive/status/1594664016302972929
[1] https://public.tableau.com/app/profile/iris.van.bussel/viz/BilliesCraftBeerFest2022/BilliesCraftBeerFest2022?publish=yes
[1] https://pyoflife.com/introduction-to-statistical-data-analysis-with-r/

Top URLs in Tweet in G10:
[72] https://observablehq.com/@puripant/facebook-cover-thai-political-parties
[46] https://wevis.info/politics-on-social
[2] https://wevis.info/politics-on-social/
[2] https://twitter.com/wevisdemo/status/1595727950380666881

Top Domains
Top Domains in Tweet in Entire Graph:
[1128] pyoflife.com
[992] twitter.com
[361] maximaformacion.es
[309] milospopovic.net
[299] github.com
[206] griddb.net
[186] sagepub.com
[186] experception.net
[175] medium.com
[125] chart.guide

Top Domains in Tweet in G1:
[266] maximaformacion.es
[172] sagepub.com
[172] experception.net
[116] chart.guide
[86] pyoflife.com
[66] clauswilke.com
[65] data-to-viz.com
[52] github.com
[23] amazon.es
[19] posit.co

Top Domains in Tweet in G2:
[706] pyoflife.com
[17] maximaformacion.es
[6] github.com
[6] clauswilke.com
[3] data-to-viz.com
[1] amazon.es
[1] datasciencecentral.com

Top Domains in Tweet in G3:
[770] twitter.com
[56] youtube.com
[53] pyoflife.com
[39] github.com
[35] mltut.com
[35] maximaformacion.es
[33] data-blogger.com
[22] griddb.net
[21] medium.com
[21] tableau.com

Top Domains in Tweet in G4:
[285] milospopovic.net
[61] pyoflife.com
[8] landgeist.com
[7] github.com
[5] medium.com
[4] maximaformacion.es
[4] tableau.com
[3] twitter.com
[3] griddb.net
[3] behance.net

Top Domains in Tweet in G5:
[178] pyoflife.com
[134] github.com
[103] medium.com
[26] twitter.com
[23] behance.net
[23] maximaformacion.es
[20] youtube.com
[8] statisticsglobe.com
[8] clauswilke.com
[7] usf.edu

Top Domains in Tweet in G6:
[67] informationisbeautifulawards.com
[61] tableau.com
[48] thefunctionalart.com
[32] behance.net
[29] eventbrite.com
[27] twitter.com
[21] pyoflife.com
[15] github.com
[14] erdavis.com
[14] visualcinnamon.com

Top Domains in Tweet in G7:
[181] griddb.net
[23] pudding.cool
[11] twitter.com
[10] tableau.com
[9] influxdata.com
[7] medium.com
[6] youtube.com
[4] systemsdigest.com
[3] powerofbi.org
[3] github.io

Top Domains in Tweet in G8:
[30] twitter.com
[16] chi2innovations.com
[14] twinybots.ch
[10] upwork.com
[9] blogspot.com
[8] kdnuggets.com
[7] youtube.com
[6] javatpoint.com
[5] linkedin.com
[4] tableau.com

Top Domains in Tweet in G9:
[11] tableau.com
[4] hiberus.com
[4] zebrabi.com
[3] pyoflife.com
[2] twitter.com

Top Domains in Tweet in G10:
[72] observablehq.com
[48] wevis.info
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6290] dataviz
[3366] datascience
[3134] rstats
[2282] python
[1672] ai
[1409] dataanalytics
[1301] machinelearning
[1282] data
[1192] iot
[1182] analytics



Top Hashtags in Tweet in G1:
[975] dataviz
[677] rstats
[674] datascience
[477] stats
[470] machinelearning
[453] analytics
[417] cienciadedatos
[394] ml
[300] datavisualization
[289] data

Top Hashtags in Tweet in G2:
[748] datascience
[747] dataviz
[743] rstats
[503] dataanalytics
[491] programming
[479] book
[388] data
[376] coding
[279] codinglife
[277] datascientist

Top Hashtags in Tweet in G3:
[1623] ai
[1579] python
[1171] reactjs
[1065] iot
[1064] dataviz
[1061] 100daysofcode
[975] flutter
[931] javascript
[922] iiot
[912] devops

Top Hashtags in Tweet in G4:
[560] dataviz
[544] rstats
[532] datascience
[438] maps
[315] coding
[82] europe
[46] book
[44] programming
[44] data
[44] dataanalytics

Top Hashtags in Tweet in G5:
[651] rstats
[607] dataviz
[253] datascience
[159] dataanalytics
[129] coding
[96] ggplot2
[93] programming
[93] programmer
[80] data
[80] books

Top Hashtags in Tweet in G6:
[508] dataviz
[76] rstats
[75] datavisualization
[50] datascience
[49] infographics
[49] ddj
[26] dataanalytics
[21] datafam
[19] data
[18] programming

Top Hashtags in Tweet in G7:
[241] dataviz
[194] python
[181] griddb
[109] iot
[105] la
[105] losangeles
[66] dataanalysis
[63] foss
[55] opensource
[46] nyc

Top Hashtags in Tweet in G8:
[173] dataviz
[27] data
[24] datavisualization
[22] datascience
[22] dataanalytics
[17] datavis
[12] learning
[10] ml
[10] dataanalysis
[10] freelancer

Top Hashtags in Tweet in G9:
[97] dataviz
[79] datafam
[70] powerbi
[62] python
[62] wakandaforever
[62] blackpanther
[10] tableau
[10] analytics
[10] datavisualization
[7] datavizqatar

Top Hashtags in Tweet in G10:
[112] dataviz
[110] datafordemocracy
[38] wevisdemo
[25] พรรคการเมือง
[2] datavisualization
[2] datastorytelling
[2] civictech

Top Words
Top Words in Tweet in Entire Graph:
[6802] #dataviz
[3537] #datascience
[3368] #rstats
[2466] #python
[2030] data
[1846] #ai
[1555] #dataanalytics
[1528] #analytics
[1430] #data
[1370] #machinelearning

Top Words in Tweet in G1:
[1108] #dataviz
[890] datos
[808] #rstats
[799] #datascience
[775] #cienciadedatos
[714] #stats
[695] #analytics
[519] #ml
[488] #analisisdedatos
[483] #machinelearning

Top Words in Tweet in G2:
[757] #dataviz
[748] #datascience
[745] #rstats
[653] pdf
[653] download
[550] book
[503] #dataanalytics
[500] #programming
[479] #book
[475] statistical

Top Words in Tweet in G3:
[1662] #ai
[1631] #python
[1180] #dataviz
[1178] #reactjs
[1110] #iot
[1103] #100daysofcode
[985] #flutter
[968] #iiot
[938] #datascience
[932] #javascript

Top Words in Tweet in G4:
[568] #dataviz
[544] #rstats
[533] #datascience
[438] #maps
[315] created
[315] #coding
[312] maps
[302] useful
[295] free
[286] tutorials

Top Words in Tweet in G5:
[696] #dataviz
[673] #rstats
[255] #datascience
[253] statistical
[203] data
[164] download
[164] pdf
[162] #dataanalytics
[160] software
[150] book

Top Words in Tweet in G6:
[524] #dataviz
[208] infobeautyaward
[113] data
[82] #rstats
[80] design
[78] #datavisualization
[60] dataviz
[56] way
[55] datavizsociety
[54] #datascience

Top Words in Tweet in G7:
[336] data
[275] #dataviz
[194] #python
[181] #griddb
[126] read
[123] tableau
[122] #iot
[115] visualize
[112] help
[111] see

Top Words in Tweet in G8:
[173] #dataviz
[50] data
[29] dataviz
[27] #data
[24] #datavisualization
[22] today
[22] #datascience
[22] #dataanalytics
[22] use
[21] one

Top Words in Tweet in G9:
[134] using
[97] #dataviz
[79] #datafam
[70] #powerbi
[65] analysis
[64] sentiment
[64] tweets
[63] forever
[63] wakanda
[63] hi

Top Words in Tweet in G10:
[268] ส
[175] ก
[131] ว
[120] #dataviz
[118] #datafordemocracy
[112] น
[106] าท
[103] าง
[97] ผ
[97] ป

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1167] #datascience,#rstats
[1038] download,pdf
[1038] pdf,#datascience
[964] #iot,#iiot
[941] #rstats,#dataviz
[860] #flutter,#html
[846] #html,#azure
[836] #wordpress,#security
[835] #fintech,#insurtech
[833] #datavis,#infosec

Top Word Pairs in Tweet in G1:
[485] #datascience,#analytics
[409] #analisisdedatos,#cienciadedatos
[399] #stats,#datascience
[399] #dataviz,#datavisualization
[359] #rstats,#python
[334] #bi,#rstats
[298] #machinelearning,#ml
[242] #analytics,#analisisdedatos
[225] #analytics,#cienciadedatos
[208] #datavisualization,#stats

Top Word Pairs in Tweet in G2:
[706] #datascience,#rstats
[653] pdf,#datascience
[653] download,pdf
[391] #rstats,#dataviz
[367] #dataviz,#dataanalytics
[364] #programming,#book
[279] way,download
[255] statistical,software
[220] #rstats,#programmer
[181] data,informative

Top Word Pairs in Tweet in G3:
[959] #iot,#iiot
[860] #flutter,#html
[846] #html,#azure
[836] #wordpress,#security
[834] #fintech,#insurtech
[833] #datavis,#infosec
[827] #security,#defi
[821] #javascript,#reactjs
[817] #reactjs,#wordpress
[811] #python,#iot

Top Word Pairs in Tweet in G4:
[408] #rstats,#datascience
[399] #datascience,#dataviz
[295] #dataviz,#coding
[285] pay,expensive
[285] gis,courses
[285] making,pretty
[285] look,further
[285] screenshot,below
[285] interested,making
[285] below,pay

Top Word Pairs in Tweet in G5:
[301] #rstats,#dataviz
[182] #datascience,#rstats
[164] pdf,#datascience
[164] download,pdf
[160] statistical,software
[122] #dataviz,#dataanalytics
[96] nick,martin
[96] martin,#rstats
[93] #rstats,#programmer
[87] visualizing,distributions

Top Word Pairs in Tweet in G6:
[65] #dataviz,#datavisualization
[63] #dataviz,infobeautyaward
[49] datavizsociety,slack
[48] #infographics,#ddj
[46] channel,training
[46] shared,first
[46] blog,shared
[46] #datavisualization,#infographics
[46] visualization,#dataviz
[46] training,wheel

Top Word Pairs in Tweet in G7:
[115] visualize,data
[111] #dataviz,#python
[107] quality,data
[105] read,#griddb
[105] data,points
[105] data,gathered
[105] see,effects
[105] epa,#la
[105] help,visualize
[105] wildfires,region

Top Word Pairs in Tweet in G8:
[12] #datavis,#learning
[10] searching,#freelancer
[10] one,contact
[10] #console,#seo
[10] #seo,#analysis
[10] #googleads,#search
[10] today,#googleanalytics
[10] view,#project
[10] #reporting,one
[10] #project,today

Top Word Pairs in Tweet in G9:
[64] sentiment,analysis
[63] hi,#datafam
[63] wakanda,forever
[62] #python,visualization
[62] #powerbi,#dataviz
[62] over,110k
[62] using,#powerbi
[62] regarding,black
[62] 110k,tweets
[62] forever,using

Top Word Pairs in Tweet in G10:
[118] #datafordemocracy,#dataviz
[97] อง,ส
[97] าง,#datafordemocracy
[72] ผ,านมาด
[72] ท,ผ
[72] งชาวเน,ตได
[72] ส,หล
[72] ชวนมาส,องในส
[72] ฉ,นน
[72] color,บ

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@niusmarco
@joynerlucas
@jfelipe
@wisevis
@horseshoegang
@dataviz_
@tryangregory

Top Replied-To in G1:
@rosanaferrero

Top Replied-To in G3:
@kiiara
@joynerlucas
@horseshoegang
@wisevis
@lendochain
@raviilakra
@andrewyng

Top Replied-To in G4:
@lambert_kwizera
@milos_agathon
@simongerman600

Top Replied-To in G5:
@milos_agathon
@drcolindunkley
@rayleighlord
@akshay_pachaar
@mdancho84
@iaroslav_domin
@python_spaces

Top Replied-To in G6:
@windscogley
@datarevelations
@chezvoila
@smtology
@wisevis
@anyamemensah
@hardemanhildeml
@venite
@pbesh
@matt_francis

Top Replied-To in G7:
@hipstervizninja
@andreask_28
@agusbektir

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@infobeautyaward
@stevefranconeri
@beingovee
@chart_guide
@tableau
@epa
@datavizsociety
@ingliguori
@nba

Top Mentioned in G1:
@stevefranconeri
@chart_guide
@alicjagosiewska
@hbaniecki
@kunindaniel
@heyslideit
@ahmedoyelowo
@savetonotion
@ingliguori
@beingovee

Top Mentioned in G2:
@beingovee
@obsdmd
@vega_vis
@ingliguori

Top Mentioned in G3:
@kiiara
@beingovee
@ingliguori
@kred
@eminem
@arezeking
@supimbianca
@natashajaques
@maxhkw
@tut_ml

Top Mentioned in G4:
@billcava

Top Mentioned in G5:
@markdonovan2020
@timsalabim3
@savetonotion
@tanya_shapiro
@r4dscommunity
@jarrin_v
@fivethirtyeight
@timessport
@tidyversetweets
@konturinc

Top Mentioned in G6:
@infobeautyaward
@datavizsociety
@tableaupublic
@cedscherer
@csdoctorsister
@_cjmayes
@elijah_meeks
@flerlagekev
@sparsonsdataviz
@windscogley

Top Mentioned in G7:
@tableau
@epa
@kaggle
@streamlit
@tdatascience
@wjsutton12
@itselisadavis
@wisevis
@vizbymoon
@pagerduty

Top Mentioned in G8:
@sanwouobrell

Top Mentioned in G9:
@thenaijacarguy
@ezekiel_aleke
@newprediction
@eyeshreya
@meetijeoma
@olla_milaykan
@jessica_xls
@rita_tyna
@hiberus
@datavizisfancy

Top Mentioned in G10:
@wisesightglobal
@wevisdemo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@codedailybot
@hrblock_21
@cybersecurityn8
@javascriptd
@derekjohnbryant
@vonrosenchild
@evankirstel
@o_fabriciosouza

Top Tweeters in G1:
@jarvi_reyes
@alvaromunoz
@aisha12895124
@igra_ine
@davidmaldonadoc
@domingonarvaez1
@maicmu
@mr__ayo
@salisuahmad_
@carloseb3

Top Tweeters in G2:
@ssxman2
@fernandonaranjo
@hernangraffe
@ar_ch_ie
@arturo2driguez
@muktabh
@cuteeyedbee
@markedeschaine
@sirmicpet
@black_dragon123

Top Tweeters in G3:
@sectest9
@chidambara09
@codedailybot
@cybersecurityn8
@javascriptd
@o_fabriciosouza
@dataaugmented
@digestwordpress
@education_24x7
@godfrey_g_

Top Tweeters in G4:
@derekjohnbryant
@m7m5ea
@linkedinprosjob
@almostinfamous
@scipiondesalm
@tomdrabowicz
@mpburmeister
@astik_shishya
@in_stemm
@americancousin1

Top Tweeters in G5:
@savetonotion
@rstatstweet
@ayirpelle
@k_narre
@timessport
@ucloudifyai
@aellenaegon
@100dayscode
@dd_fafa_
@kamromero

Top Tweeters in G6:
@reuters
@guardian
@komiska
@dccc_phd
@interaubis
@publichealthmap
@bbbcccnnn
@canva
@je_mclaughlin
@satyavrata9

Top Tweeters in G7:
@vonrosenchild
@supersoftknits
@hubofml
@eldokshe
@obuasi_sarkodie
@evil_ryu_80
@erwariu8wkndrnc
@ammarrita21
@donaldhussle
@meesa85

Top Tweeters in G8:
@biconnections
@ensregistry
@grjenkin
@brazilsfe
@crispyypork
@darkzeratul
@beadsland
@omlazo
@journalism
@rimwellc

Top Tweeters in G9:
@sgoof015
@ireteeh
@phani_nath
@tcrossmd
@teebanj_
@sri_notmebutyou
@toriaa_b
@wusundoma
@omotolaolasope
@911xclusive

Top Tweeters in G10:
@annonymousstar
@oceandelightx
@khunkrane
@sunutthx
@mimmii6029p
@nutturgh
@teddfon
@r_artisty
@kmaf616
@npkj09


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