dataviz OR datavis since:2022-08-08 until:2022-08-15, Twitter, 8/15/2022 10:51:01 AM, 280096


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dataviz OR datavis since:2022-08-08 until:2022-08-15 Twitter NodeXL SNA Map and Report for Monday, 1
dataviz OR datavis since:2022-08-08 until:2022-08-15 Twitter NodeXL SNA Map and Report for Monday, 1
From:
SMRFoundation
Uploaded on:
August 15, 2022
Short Description:
dataviz OR datavis since:2022-08-08 until:2022-08-15 via NodeXL https://bit.ly/3JW8kfZ
@dr_xeo
@rosanaferrero
@dashboarddr
@rstatstweet
@rubenbmathisen
@codewithtwitchi
@blackstembot
@clauswilke
@mbarber83
@erinbugbee

Top hashtags:


Description:
Description
The graph represents a network of 7,108 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-08 until:2022-08-15", 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 August 2022 at 10:05 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 08 August 2022 at 00:02 UTC to Sunday, 14 August 2022 at 23:59 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 : 7108
Unique Edges : 12389
Edges With Duplicates : 5083
Total Edges : 17472
Number of Edge Types : 5
Retweet : 8739
Replies to : 186
MentionsInRetweet : 6042
Tweet : 1188
Mentions : 1317
Self-Loops : 1263
Reciprocated Vertex Pair Ratio : 0.0176235185470217
Reciprocated Edge Ratio : 0.0346366180140664
Connected Components : 393
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 5948
Maximum Edges in a Connected Component : 15719
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.110365
Graph Density : 0.000261755769732204
Modularity : 0.639617
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,108 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-08 until:2022-08-15", 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 August 2022 at 10:05 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 08 August 2022 at 00:02 UTC to Sunday, 14 August 2022 at 23:59 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:2022-08-08 until:2022-08-15
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:
[634] https://clauswilke.com/dataviz/
[247] https://mlu-explain.github.io/logistic-regression/
[145] https://bookdown.org/alapo/learnr/data-visualisation.html
[118] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[97] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html
[92] https://fbxasia.com/cgi-sys/suspendedpage.cgi
[84] https://tweetedtimes.com/almacardi
[79] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[74] https://www.behance.net/gallery/149385617/A-year-of-Data-Visualization
[69] https://github.com/MI2-Education/2021Z-DataVisualizationTechniques

Top URLs in Tweet in G1:
[8] https://twitter.com/dr_xeo/status/1558789225327345664
[3] https://twitter.com/dr_xeo/status/1557669553248796672
[1] https://towardsdatascience.com/discovery-of-seasonality-in-time-series-4b3d6073b5a6?_branch_match_id=link-1085118399220827354
[1] https://github.com/fahad-mirza/distribution_sideplot_group_overlay_stata
[1] https://gchalmers.shinyapps.io/bp_stats_app/
[1] https://github.com/Jazzalchemist/TidyTuesday/blob/master/Week%2031%202022/Oregon%20Spotted%20Frog.r

Top URLs in Tweet in G2:
[247] https://mlu-explain.github.io/logistic-regression/
[92] https://fbxasia.com/cgi-sys/suspendedpage.cgi
[84] https://tweetedtimes.com/almacardi
[67] https://twitter.com/VerreaultSuzieQ/status/1514369337448144898
[35] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html
[33] https://cmdlinetips.com/2021/05/tips-to-customize-text-color-font-size-in-ggplot2-with-element_text/
[31] https://twitter.com/eve_minor/status/1506064802203910145
[29] https://twitter.com/VerreaultSuzieQ/status/1514369885614362627
[28] https://twitter.com/enricomolinari/status/1558068284280430594
[28] https://pyimagesearch.com/2022/07/25/introduction-to-recurrent-neural-networks-with-keras-and-tensorflow/

Top URLs in Tweet in G3:
[586] https://clauswilke.com/dataviz/
[125] https://bookdown.org/alapo/learnr/data-visualisation.html
[59] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[42] https://cran.r-project.org/web/packages/esquisse/vignettes/get-started.html
[42] https://github.com/calligross/ggthemeassist
[42] https://github.com/yonicd/ggedit
[41] https://es.r4ds.hadley.nz/an%C3%A1lisis-exploratorio-de-datos-eda.html
[38] https://exts.ggplot2.tidyverse.org/
[36] https://ggplot2.tidyverse.org/reference/ggtheme.html
[35] https://arxiv.org/pdf/1904.02101.pdf

Top URLs in Tweet in G4:
[3] https://www.esri.com/arcgis-blog/products/story-maps/constituent-engagement/2022-arcgis-storymaps-competition/?aduc=Social&aduca=MIArcGISStoryMapsAwareness&adum=External&adusf=Twitter&sf_id=701f2000001C36aAAC&utm_source=Social&adusf=twitter&aduc=arcgisstorymaps&adut=5794378c-3579-4814-8af5-a40de4f6981d
[3] https://www.washingtonpost.com/business/2022/08/05/airbnb-south-map-and-culture/?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=959c9a77-0fc0-4d65-8969-8b566c0f04c2
[2] https://www.visualcapitalist.com/which-countries-drink-the-most-beer/?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=bb7bd567-27a3-4603-a2e2-8e002e0e08ef
[2] https://www.dailymail.co.uk/sciencetech/article-11069353/Amazing-spike-maps-change-way-Earth.html?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=9ab7093f-5519-4bff-883b-030ec4e45223
[2] https://www.esri.com/arcgis-blog/products/js-api-arcgis/mapping/how-to-create-heat-maps-that-work-at-all-scales/
[2] https://www.esri.com/arcgis-blog/products/js-api-arcgis/3d-gis/earths-satellites/
[1] https://github.com/fahad-mirza/distribution_sideplot_group_overlay_stata
[1] https://twitter.com/Julian_H0ffmann/status/1465300591131992069
[1] https://twitter.com/Julian_H0ffmann/status/1465299704334491649
[1] https://www.visualcapitalist.com/mapped-the-salary-you-need-to-buy-a-home-in-50-u-s-cities/?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=0b0d6ada-f17f-4814-97d3-f9bb09f29daf

Top URLs in Tweet in G5:
[22] https://public.tableau.com/app/profile/jeff.plattner4532/viz/TableauDashboardLayoutTemplates/a_1
[13] https://pawarbi.github.io/blog/powerbi/dataviz/2022/08/12/selective-highlighting-line-charts.html
[9] https://zebrabi.com/power-bi-dax/?utm_content=217646150&utm_medium=social&utm_source=twitter&hss_channel=tw-2308072009
[7] https://help.zebrabi.com/article/98-drill-through?utm_campaign=Knowledge%20base%20posts&utm_content=217394849&utm_medium=social&utm_source=twitter&hss_channel=tw-2308072009
[5] https://twitter.com/jaxx084/status/1557758902195945480
[5] https://community.powerbi.com/t5/Community-Blog/Visualising-3D-object-within-Power-BI/ba-p/2662959
[5] https://public.tableau.com/app/profile/louise.shorten/viz/BreastfeedingVizLeftRIght/LeftRight
[5] https://www.novypro.com/project/history-of-mass-shooting-in-the-usa
[4] https://public.tableau.com/app/profile/lani.he/viz/B2VBWeek15NetflixHistogram/Dashboard1?publish=yes
[4] https://twitter.com/genetis/status/1557907936654921729

Top URLs in Tweet in G7:
[90] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[25] https://www.edwardtufte.com/
[18] https://github.com/mitchellkrogza/Phishing.Database
[10] https://blog.streamlit.io/built-in-charts-get-a-new-look-and-parameters/
[10] https://share.streamlit.io/-/auth/app?redirect_uri=https%3A%2F%2Frelease-1-12-0.streamlitapp.com%2F
[8] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/
[7] https://griddb.net/en/blog/create-interactive-dashboard-with-streamlit-python-and-griddb/
[7] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[5] https://griddb.net/en/blog/power-bi-with-griddb-cloud/
[5] https://www.youtube.com/watch?v=RxFNjVH6Hz8&feature=youtu.be


Top URLs in Tweet in G8:
[28] https://bryanwhiting.github.io/dsnews/
[16] https://twinybots.ch/
[7] https://www.upwork.com/services/product/google-data-studio-reports-for-your-website-search-console-google-ads-1350113375819354112
[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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279860
[4] https://systemsdigest.com/organisations/databox
[4] https://www.chi2innovations.com/blog/discover-visualisation-blog-series/the-one-sure-fire-path-to-the-best-data-visualisation/

Top URLs in Tweet in G9:
[24] https://www.visualcapitalist.com/a-world-of-languages/
[4] https://socialmediaoptimization.fr/comment-appliquer-une-strategie-de-marketing-axee-sur-les-donnees/
[2] https://twitter.com/sxywu/status/1557080206682226688
[2] https://blog.hubspot.fr/marketing/analyse-multivariee
[2] https://www.salesforce.com/fr/blog/2022/08/datavisualisation-kpi-sales.html?bc=HA
[2] https://www.leptidigital.fr/e-business/outil-de-business-intelligence-27977/
[2] https://pandem-ic.com/covid-19-vaccine-doses-administered-per-100-people-by-country-and-world-bank-income-group-over-time/
[2] https://www.linkedin.com/feed/update/urn:li:activity:6961650358662172672?utm_source=linkedin_share&utm_medium=ios_app
[2] https://pudding.cool/2017/03/hamilton/index.html
[1] https://www.programmingwithr.com/how-to-create-animated-bar-race-charts-in-r/

Top URLs in Tweet in G10:
[59] https://www.behance.net/gallery/149385617/A-year-of-Data-Visualization
[17] https://nightingaledvs.com/starting-out-in-data-visualization-today/
[11] https://www.storytellingwithdata.com/blog/how-do-i-give-an-unbiased-recommendation-to-my-analysis
[11] https://nightingaledvs.com/the-declutter-and-focus-concepts-popular-academic-opinions-or-effective-design-principles/
[6] https://lockton.referrals.selectminds.com/jobs/data-visualization-analyst-5219
[5] https://www.datacamp.com/courses/introduction-to-data-visualization-with-seaborn?irclickid=&irgwc=1&utm_medium=affiliate&utm_source=impact&utm_campaign=000000_1-2840738_2-mix_3-all_4-na_5-na_6-na_7-mp_8-affl-ip_9-na_10-bau_11-samuelwong&utm_content=ONLINE_TRACKING_LINK
[5] https://www.datacamp.com/courses/introduction-to-data-visualization-with-plotly-in-python?irclickid=&irgwc=1&utm_medium=affiliate&utm_source=impact&utm_campaign=000000_1-2840738_2-mix_3-all_4-na_5-na_6-na_7-mp_8-affl-ip_9-na_10-bau_11-samuelwong&utm_content=ONLINE_TRACKING_LINK
[5] https://twitter.com/AlbertoCairo/status/1558519052682665984
[5] https://www.eventbrite.com/e/careers-in-data-visualization-amanda-makulec-tickets-398939818737
[5] https://nightingaledvs.com/embracing-mobile-to-make-your-data-visualizations-more-equitable/

Top Domains
Top Domains in Tweet in Entire Graph:
[644] clauswilke.com
[627] github.com
[602] twitter.com
[380] github.io
[168] griddb.net
[163] youtube.com
[149] bookdown.org
[138] etsy.com
[124] medium.com
[119] maximaformacion.es

Top Domains in Tweet in G1:
[11] twitter.com
[2] github.com
[1] towardsdatascience.com
[1] shinyapps.io

Top Domains in Tweet in G2:
[353] twitter.com
[299] github.com
[286] github.io
[95] tweetedtimes.com
[92] fbxasia.com
[90] youtube.com
[77] medium.com
[48] griddb.net
[35] theinsaneapp.com
[34] maximaformacion.es

Top Domains in Tweet in G3:
[594] clauswilke.com
[125] bookdown.org
[105] github.com
[84] maximaformacion.es
[74] tidyverse.org
[42] r-project.org
[41] hadley.nz
[40] twitter.com
[35] arxiv.org
[31] github.io

Top Domains in Tweet in G4:
[8] esri.com
[3] twitter.com
[3] washingtonpost.com
[3] visualcapitalist.com
[2] co.uk
[1] github.com
[1] esri.social

Top Domains in Tweet in G5:
[49] tableau.com
[17] twitter.com
[16] zebrabi.com
[13] github.io
[8] powerbi.com
[6] youtube.com
[5] novypro.com
[4] github.com
[3] moz.com
[3] youtu.be

Top Domains in Tweet in G7:
[117] griddb.net
[31] edwardtufte.com
[20] github.com
[20] streamlit.io
[5] youtube.com
[2] anamilana.com
[1] twitter.com
[1] cmdlinetips.com
[1] shorturl.at

Top Domains in Tweet in G8:
[33] twitter.com
[30] github.io
[28] economist.com
[26] cityofnewyork.us
[16] twinybots.ch
[14] chi2innovations.com
[8] couponed12.com
[7] upwork.com
[7] coviz.org
[6] sec.gov

Top Domains in Tweet in G9:
[24] visualcapitalist.com
[4] socialmediaoptimization.fr
[3] twitter.com
[2] hubspot.fr
[2] salesforce.com
[2] leptidigital.fr
[2] pandem-ic.com
[2] linkedin.com
[2] pudding.cool
[1] programmingwithr.com

Top Domains in Tweet in G10:
[59] behance.net
[33] nightingaledvs.com
[15] storytellingwithdata.com
[13] datacamp.com
[9] eventbrite.com
[8] twitter.com
[6] selectminds.com
[6] youtube.com
[6] github.com
[5] sbee.link

Top Hashtags
Top Words
Top Words in Tweet in Entire Graph:
[9634] #dataviz
[4715] #rstats
[4078] #datascience
[3851] data
[3393] anomaly
[2268] #python
[2229] #data
[2132] #analytics
[2122] 2022
[2035] #machinelearning

Top Words in Tweet in G1:
[3306] anomaly
[1734] #dataviz
[1733] #rstats
[1692] 2022
[1675] 12
[1659] europe
[1659] data
[1657] #drought
[1657] 500
[1657] 29

Top Words in Tweet in G2:
[3338] #dataviz
[2335] #datascience
[1835] #python
[1698] #ai
[1680] #machinelearning
[1542] #iot
[1538] #analytics
[1516] #100daysofcode
[1471] #bigdata
[1460] #rstats

Top Words in Tweet in G3:
[1404] datos
[1288] #dataviz
[1248] #datascience
[1172] #rstats
[1171] #data
[664] web
[625] libro
[616] visualización
[608] historia
[589] clauswilke

Top Words in Tweet in G4:
[547] hours
[506] 10
[297] #dataviz
[276] data
[271] graph
[270] top
[269] work
[267] week
[266] rich
[266] really

Top Words in Tweet in G5:
[305] #dataviz
[180] dashboard
[138] #powerbi
[107] data
[103] jessica_xls
[94] first
[79] #dataanalytics
[77] theoyinbooke
[74] insights
[67] problem

Top Words in Tweet in G6:
[396] whatever
[396] wanted
[198] asked
[198] #dataviz
[198] students
[198] make
[198] viz
[198] data
[198] favorite

Top Words in Tweet in G7:
[245] data
[240] #dataviz
[117] #griddb
[113] #python
[107] tableau
[107] read
[102] visualize
[92] #iot
[90] analyzed
[90] air

Top Words in Tweet in G8:
[259] #dataviz
[57] data
[55] more
[33] see
[30] detail
[29] graphic
[28] source
[27] map
[27] #nyc
[26] dataviz

Top Words in Tweet in G9:
[169] #dataviz
[115] shi4tech
[115] kalydeoo
[110] mvollmer1
[92] #ai
[92] #machinelearning
[91] pawlowskimario
[91] gvalan
[91] mallys_
[91] laurentalaus

Top Words in Tweet in G10:
[200] #dataviz
[144] visualization
[131] data
[70] latest
[65] time
[64] learned
[62] first
[62] #datavisualization
[61] vacation
[59] before

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2217] #rstats,#dataviz
[1716] august,12
[1716] 12,2022
[1702] 500,years
[1701] #drought,500
[1695] single,map
[1695] map,worst
[1695] worst,#drought
[1695] years,europe
[1695] europe,river

Top Word Pairs in Tweet in G1:
[1683] #rstats,#dataviz
[1657] #drought,500
[1653] single,map
[1653] map,worst
[1653] worst,#drought
[1653] 500,years
[1653] years,europe
[1653] europe,river
[1653] river,discharge
[1653] discharge,anomaly

Top Word Pairs in Tweet in G2:
[873] #machinelearning,#iot
[738] #iot,#dataviz
[724] #codenewbie,#reactjs
[721] #bigdata,#analytics
[707] #datascience,#python
[699] #python,#digitaltransformation
[699] #digitaltransformation,#machinelearning
[688] #100daysofcode,#codenewbie
[668] #dataviz,#100daysofcode
[646] #reactjs,#bigdata

Top Word Pairs in Tweet in G3:
[699] #datascience,#rstats
[666] #data,#datascience
[662] #dataviz,#data
[614] visualización,datos
[585] clauswilke,#dataviz
[584] libro,sitio
[584] sitio,web
[584] web,gratuito
[584] gratuito,fundamentos
[584] fundamentos,visualización

Top Word Pairs in Tweet in G4:
[266] really,work
[266] work,longer
[266] longer,hours
[266] hours,poor
[266] graph,below
[266] below,plots
[266] plots,data
[266] working,hours
[255] top,10
[251] rich,really

Top Word Pairs in Tweet in G5:
[60] #dataviz,#dataanalytics
[46] interactive,dashboard
[45] data,analyst
[41] analyst,understanding
[41] understanding,problem
[41] problem,statement
[41] statement,project
[41] project,helps
[41] helps,providing
[41] providing,great

Top Word Pairs in Tweet in G6:
[198] asked,#dataviz
[198] #dataviz,students
[198] students,make
[198] make,whatever
[198] whatever,viz
[198] viz,wanted
[198] wanted,whatever
[198] whatever,data
[198] data,wanted
[198] wanted,favorite

Top Word Pairs in Tweet in G7:
[102] visualize,data
[92] #iot,#dataviz
[90] analyzed,air
[90] air,quality
[90] quality,data
[90] data,gathered
[90] gathered,epa
[90] epa,#la
[90] #la,county
[90] county,see

Top Word Pairs in Tweet in G8:
[29] see,more
[28] graphic,detail
[28] detail,#dataviz
[28] #dataviz,see
[26] source,#nyc
[26] #nyc,#dataviz
[14] map,source
[11] #dataviz,#datavisualization
[9] data,visualization
[9] covid,19

Top Word Pairs in Tweet in G9:
[91] #ai,#machinelearning
[56] #dataviz,temperature
[56] temperature,anomalies
[56] anomalies,1880
[56] 1880,time
[56] time,act
[56] act,geraldkutney
[56] geraldkutney,ed_hawkins
[56] ed_hawkins,#ai
[56] #machinelearning,#climatecrisis

Top Word Pairs in Tweet in G10:
[85] data,visualization
[61] #dataviz,#datavisualization
[59] latest,visualization
[59] visualization,before
[59] before,taking
[59] taking,time
[59] time,vacation
[59] vacation,summary
[59] summary,learned
[59] learned,first

Top Replied-To
Top Replied-To in Entire Graph:
@coschris4
@hermesh2
@dataviz_
@padillamorenom
@profesterman
@jburnmurdoch
@sandboxsport
@justintrudeau
@bonnconvention
@ecnice

Top Replied-To in G1:
@malasi_abhinav

Top Replied-To in G2:
@coschris4
@bonnconvention
@ecnice
@medical_vet_art
@redhat
@silvinapugliese
@jadeynryan
@jburnmurdoch
@arvindsatya1

Top Replied-To in G3:
@hermesh2
@rosanaferrero
@conallo3
@jeanomobono
@bchaiwaq
@t_weissgerber
@abtran
@savetonotion

Top Replied-To in G5:
@jburnmurdoch
@curbalen
@mim_djo

Top Replied-To in G9:
@sxywu

Top Replied-To in G10:
@acotgreave
@kerrykolosko
@calebtru
@neilcharles_uk
@jburnmurdoch
@afigueiras
@sallycol
@storywithdata

Top Mentioned
Top Mentioned in Entire Graph:
@clauswilke
@ingliguori
@erinbugbee
@tableau
@emil_hvitfeldt
@shi4tech
@kalydeoo
@mvollmer1
@epa
@jessica_xls

Top Mentioned in G1:
@dr_xeo
@age_oficial
@colegeografos
@aemet_esp
@copernicuseu
@magalireghezza
@hazizaemma
@ignspain
@grssnbchr

Top Mentioned in G2:
@ingliguori
@erinbugbee
@emil_hvitfeldt
@mais_abusalah
@cloudpreacher
@lnbcore
@theinsaneapp
@raunakrk
@irbishi
@tdatascience

Top Mentioned in G3:
@clauswilke
@1littlecoder
@rosanaferrero
@cl_rothschild
@d4tagirl
@laliga
@savetonotion
@seqanalysisassn
@wesmckinn
@alicjagosiewska

Top Mentioned in G4:
@esri
@dataviz
@arcgisdevs
@john_m_nelson
@esrifederalgovt
@esrislgov
@esribizteam
@kekenes
@arcgisanalysis
@nicolaraluk

Top Mentioned in G5:
@jessica_xls
@theoyinbooke
@addy_xls
@rita_tyna
@davidabu_
@ahmedoyelowo
@alexa_ighodaro
@tableaupublic
@bolajio_
@chimexdata

Top Mentioned in G7:
@tableau
@epa
@streamlit
@kaggle
@chiamakaobi
@vega_vis
@tableaupublic
@nasagoddard
@xbond49
@pawlowskimario

Top Mentioned in G8:
@itifdc
@hamza_zaman_

Top Mentioned in G9:
@shi4tech
@kalydeoo
@mvollmer1
@pawlowskimario
@gvalan
@mallys_
@laurentalaus
@curieuxexplorer
@geraldkutney
@ed_hawkins

Top Mentioned in G10:
@datavizsociety
@storywithdata
@ehricks
@stevefranconeri
@jburnmurdoch
@tophtucker
@thysvdw
@simranparwani
@bronna
@wisevis

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@hrblock_21
@codedailybot
@cybersecurityn8
@serendipitysays
@lizditz
@derekjohnbryant
@evankirstel

Top Tweeters in G1:
@derekjohnbryant
@ansisegle
@ken_crichlow
@avonan
@milatrud11
@hackneywick
@tamborras
@benishii_
@aclemoine
@hughjaeger

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@fabriciosx
@bcci
@rahul05ranjan
@codewithtwitchi
@goaidev

Top Tweeters in G3:
@gonzalobarria
@savetonotion
@prometeonews
@moisomedrano
@germinans
@alexandermalaga
@ajem_mx
@taucetinet
@karirik
@khrisier

Top Tweeters in G4:
@southerngemgal
@playmogeek
@maelysdervenn
@chidalgo
@farm_machinery_
@alezetab
@lordofintent
@tomdrabowicz
@nymne
@soncabral

Top Tweeters in G5:
@dataaugmented
@getmebayo
@fastcompany
@techrepublic
@ibironketweets
@a_boy_like_that
@lindamakhoba
@sharanjit
@mayfirstdude
@uiuxvroo

Top Tweeters in G6:
@squizzradical
@polit_europines
@broyletim
@thatreddevil
@lastpositivist
@unfortunatalie
@saralang
@cbokhove
@ifonlyella
@cd_fuller

Top Tweeters in G7:
@hrblock_21
@raumunz
@brandonmscales
@qbankendy
@nomanakbar18
@tomy2875
@obuasi_sarkodie
@greentechdon
@pastorannisha
@harden_ken

Top Tweeters in G8:
@biconnections
@mougendi
@pmprouk
@lucian2drei
@audhinafh
@necio_news
@sajidmirza
@femalemsktr
@cudaeducation
@rimwellc

Top Tweeters in G9:
@evankirstel
@nicochan33
@akwyz
@rwang0
@shi4tech
@jlgoncalez
@gvalan
@jane__eden
@dwinle
@clancynewyork

Top Tweeters in G10:
@projektxpand
@silentseawolf
@dd_fafa_
@dd_nana_
@axios
@albertocairo
@dd_wen_
@dd_bun_
@hyounpark
@dd_serena_


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