dataviz OR datavis, Twitter, 2/22/2021 11:37:11 AM, 249357


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dataviz OR datavis_2021-02-21_17-10-52.xlsx
dataviz OR datavis_2021-02-21_17-10-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2021
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3aH6DTF
@randal_olson
@dashboarddr
@rstatstweet
@ipythonistabot
@godfrey_g_
@neilrkaye
@betweenthenums
@fabriciosx
@geo_spatialist
@musab_maaz

Top hashtags:
#dataviz
#ai
#analytics
#bigdata
#datascience
#100daysofcode

Description:
Description
The graph represents a network of 4,560 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 February 2021 at 01:51 UTC.

The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 3-hour, 29-minute period from Sunday, 14 February 2021 at 21:24 UTC to Friday, 19 February 2021 at 00:53 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 : 4560
Unique Edges : 2523
Edges With Duplicates : 13587
Total Edges : 16110
Number of Edge Types : 5
Retweet : 6132
MentionsInRetweet : 7683
Tweet : 989
Mentions : 1173
Replies to : 133
Self-Loops : 1067
Reciprocated Vertex Pair Ratio : 0.0182683451028554
Reciprocated Edge Ratio : 0.0358812000603045
Connected Components : 420
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 3431
Maximum Edges in a Connected Component : 14338
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.758185
Graph Density : 0.000319062352085522
Modularity : 0.378303
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,560 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 February 2021 at 01:51 UTC.

The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 3-hour, 29-minute period from Sunday, 14 February 2021 at 21:24 UTC to Friday, 19 February 2021 at 00:53 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 : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[687] https://www.reddit.com/r/dataisbeautiful/comments/lj4wqt/the_railroads_of_the_world_oc/
[208] https://www.reddit.com/r/dataisbeautiful/comments/lkjlhy/relationship_between_film_length_and_average_imdb/
[81] https://www.kdnuggets.com/2021/02/speed-up-scikit-learn-model-training.html
[72] https://www.reddit.com/r/dataisbeautiful/comments/lktp91/oc_correct_graph_of_the_common_date_formats_with/
[63] https://www.kdnuggets.com/2021/02/6-nlp-techniques.html
[57] https://medium.com/towards-artificial-intelligence/how-artificial-intelligence-is-fuelling-racism-sexism-b46115b6b4a1
[57] https://www.youtube.com/watch?v=pHiMN_gy9mk

[54] https://scitechdaily.com/new-machine-learning-theory-raises-questions-about-the-very-nature-of-science/
[53] https://www.youtube.com/playlist?list=PLAxJ4-o7ZoPeUqGpMhvJoVk5G-TrvMAd-

[52] https://towardsdatascience.com/four-deep-learning-papers-to-read-in-february-2021-abc9e30db3ab

Top URLs in Tweet in G1:
[670] https://www.reddit.com/r/dataisbeautiful/comments/lj4wqt/the_railroads_of_the_world_oc/
[199] https://www.reddit.com/r/dataisbeautiful/comments/lkjlhy/relationship_between_film_length_and_average_imdb/
[63] https://www.reddit.com/r/dataisbeautiful/comments/lktp91/oc_correct_graph_of_the_common_date_formats_with/
[9] https://www.reddit.com/r/dataisbeautiful/comments/llttqu/southern_texas_got_as_cold_as_alaska_the_freezing/
[4] https://www.reddit.com/r/dataisbeautiful/comments/l1yly6/oc_which_generation_controls_the_senate/
[3] https://www.reddit.com/r/dataisbeautiful/comments/kz7a70/oc_who_are_we_likely_to_spend_our_time_with_as_we/
[2] https://ourworldindata.org/time-with-others-lifetime
[2] https://www.reddit.com/r/dataisbeautiful/comments/igyfxm/oc_two_thousand_years_of_global_atmospheric/
[1] https://www.reddit.com/r/dataisbeautiful/comments/ldsqfc/oc_electric_vehicles_have_easily_beaten_sales/
[1] https://freaktakes.substack.com/p/whats-whiter-than-golf-and-horse

Top URLs in Tweet in G2:
[79] https://www.kdnuggets.com/2021/02/speed-up-scikit-learn-model-training.html
[62] https://www.kdnuggets.com/2021/02/6-nlp-techniques.html
[57] https://www.youtube.com/watch?v=pHiMN_gy9mk

[57] https://medium.com/towards-artificial-intelligence/how-artificial-intelligence-is-fuelling-racism-sexism-b46115b6b4a1
[52] https://scitechdaily.com/new-machine-learning-theory-raises-questions-about-the-very-nature-of-science/
[52] https://towardsdatascience.com/four-deep-learning-papers-to-read-in-february-2021-abc9e30db3ab
[50] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F7-tips-to-increase-your-productivity-in-python-bc1835622aa5
[50] https://mitsloan.mit.edu/ideas-made-to-matter/3-requirements-successful-artificial-intelligence-programs?utm_source=mitsloanlinkedin&utm_medium=social&utm_campaign=aiconsistency
[48] https://medium.com/fluido-ai/2021-chatbot-trends-what-is-the-new-year-storing-for-ai-bots-5404dd2cb23c
[48] https://www.kdnuggets.com/2021/02/10-resources-data-science-self-study.html

Top URLs in Tweet in G3:
[5] https://nodecongress.com/
[4] https://observablehq.com/@observablehq/blackindatavizmeetup2021
[3] https://observablehq.com/collection/@oliviafvane/watermarks
[3] https://observablehq.com/@analyzer2004/3d-wordcloud
[3] https://www.youtube.com/playlist?list=PLAxJ4-o7ZoPeUqGpMhvJoVk5G-TrvMAd-

[2] https://www.youtube.com/watch?v=cWCmG3FWwjU

[2] https://numfocus.org/your-support
[2] https://www.youtube.com/watch?v=oayticDOZmU&feature=youtu.be

[2] https://geemap.org
[1] https://www.zdnet.com/article/up-and-to-the-right-tigergraph-scores-105-million-series-c-funding-the-graph-market-is-growing/#ftag=RSSbaffb68

Top URLs in Tweet in G4:
[6] http://5w-consulting.com
[6] http://www.5wgraphics.com/
[2] https://youtu.be/H8t8epaHbx0
[2] https://twitter.com/hanalytx/status/1362161990454579201
[2] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fwhat-scientists-have-learned-from-100-years-of-bird-banding%2F
[2] https://www.visualcinnamon.com/
[2] http://www.storytellingwithdata.com/letspractice/downloads
[2] https://5wgraphicsblog.com/2021/02/18/one-chart-at-a-time-video-series/
[2] https://the-sra.org.uk/Shared_Content/Events/Event_display.aspx?utm_sq=glhypr8svf&EventKey=DVO180221&WebsiteKey=9ee5e454-9da1-4bfc-a5a5-f01fecfb3dbb
[2] https://policyviz.com/2021/02/15/the-ten-most-misleading-charts-during-donald-trumps-presidency/

Top URLs in Tweet in G5:
[8] https://bryanwhiting.github.io/dsnews/
[4] https://twitter.com/pinakographos/status/1361855754018390022
[4] https://www.letelegramme.fr/static/ftp/dossier/data/dataviz/courses-en-direct.php
[4] https://www.economist.com/graphic-detail/2020/11/10/americas-urban-rural-partisan-gap-is-widening
[4] https://www.economist.com/graphic-detail/2021/01/08/the-great-covid-19-race
[3] https://twitter.com/evergreendata/status/1359862028316381186
[2] https://twitter.com/randal_olson/status/1360999180911607809
[2] http://governobert.gencat.cat/ca/dades_obertes/
[2] https://twitter.com/S_Lisovski/status/1361039948892286979
[2] https://www.fiverr.com/kakon09/do-lead-generation-cfo-ceo-coo-vp-etc-valid-email

Top URLs in Tweet in G6:
[2] https://www.reddit.com/r/dataisbeautiful/comments/lj4wqt/the_railroads_of_the_world_oc/

Top URLs in Tweet in G8:
[1] https://www.reddit.com/r/dataisbeautiful/comments/lktp91/oc_correct_graph_of_the_common_date_formats_with/
[1] https://www.reddit.com/r/dataisbeautiful/comments/lj4wqt/the_railroads_of_the_world_oc/

Top URLs in Tweet in G9:
[1] https://www.data-to-viz.com/#explore
[1] https://www.data-to-viz.com/poster.html
[1] https://github.com/globeandmail/startr
[1] https://www.reddit.com/r/dataisbeautiful/comments/lj4wqt/the_railroads_of_the_world_oc/
[1] https://www.economist.com/graphic-detail/2021/02/13/there-will-be-enough-vaccines-for-all-if-rich-countries-share
[1] https://github.com/mattdzugan/World-Population-Cartogram
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.economist.com%2Fwhy-you-sometimes-need-to-break-the-rules-in-data-viz-4d8ece284919

Top URLs in Tweet in G10:
[4] https://2020.datathroughdesign.com/
[3] https://centre.humdata.org/data-fellows/
[2] https://docs.google.com/forms/d/e/1FAIpQLSdFAUNhgvQw7hqCOxfWT_g6YAGDaMdZNY9-qa7aeH2pzmpUeg/viewform?usp=send_form
[2] http://www.verigazeteciligi.com/acik-veriler-kullanilarak-su-endeksi-olusturuldu/
[2] http://www.verigazeteciligi.com/gazeteciler-icin-veri-okuryazarligi-egitimi/
[2] http://www.verigazeteciligi.com/11-videodan-olusan-r-temelleri-egitim-serisi-herkesin-erisimine-acik/
[1] https://link.medium.com/dQh1rDsiZdb
[1] https://www.paypal.com/donate/?hosted_button_id=DHE3MK4AZWS88
[1] https://medium.com/nightingale/food-for-thought-part-1-of-a-yearlong-personal-data-project-ba54e966fc6c?source=friends_link&sk=f4e9eb210f94647250aef56880438cfb
[1] https://medium.com/nightingale/republicans-like-tiger-king-and-democrats-like-schitts-creek-246e38bd51e3?source=friends_link&sk=e61e44e83436e89412f68d626ccebc35

Top Domains
Top Domains in Tweet in Entire Graph:
[1023] reddit.com
[392] medium.com
[312] kdnuggets.com
[253] youtube.com
[227] towardsdatascience.com
[212] twitter.com
[103] mit.edu
[97] linkedin.com
[97] i9xx.co
[94] teespring.com

Top Domains in Tweet in G1:
[951] reddit.com
[2] ourworldindata.org
[1] substack.com
[1] twitter.com
[1] kdnuggets.com

Top Domains in Tweet in G2:
[322] medium.com
[304] kdnuggets.com
[226] towardsdatascience.com
[102] mit.edu
[99] youtube.com
[97] i9xx.co
[86] linkedin.com
[79] jadirectives.com
[52] scitechdaily.com
[45] tableau.com

Top Domains in Tweet in G3:
[14] observablehq.com
[11] youtube.com
[5] twitter.com
[5] nodecongress.com
[3] discoverysummit.jmp
[2] zdnet.com
[2] numfocus.org
[2] geemap.org
[2] reddit.com
[1] medium.com

Top Domains in Tweet in G4:
[12] twitter.com
[6] 5w-consulting.com
[6] 5wgraphics.com
[4] google.com
[3] tableau.com
[3] visualcinnamon.com
[3] storytellingwithdata.com
[3] policyviz.com
[2] youtu.be
[2] youtube.com

Top Domains in Tweet in G5:
[49] twitter.com
[11] github.io
[8] economist.com
[7] thebubbleboard.com
[5] tableau.com
[4] youtube.com
[4] fiverr.com
[4] letelegramme.fr
[2] blogspot.com
[2] gencat.cat

Top Domains in Tweet in G6:
[2] reddit.com

Top Domains in Tweet in G8:
[2] reddit.com

Top Domains in Tweet in G9:
[2] data-to-viz.com
[2] github.com
[1] reddit.com
[1] economist.com
[1] medium.com

Top Domains in Tweet in G10:
[8] medium.com
[6] twitter.com
[6] verigazeteciligi.com
[4] datathroughdesign.com
[3] google.com
[3] humdata.org
[1] paypal.com
[1] lebonobservatoire.fr
[1] phosphore.com
[1] editorandpublisher.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3284] dataviz
[2024] ai
[1843] analytics
[1275] bigdata
[1219] datascience
[1154] 100daysofcode
[1070] python
[852] rstats
[792] machinelearning
[635] artificialintelligence



Top Hashtags in Tweet in G1:
[959] dataviz
[199] movie
[9] texas
[9] alaska
[9] texasblackout
[2] ev
[2] tesla
[2] usa
[2] datascience
[2] datavisualization

Top Hashtags in Tweet in G2:
[1953] ai
[1779] analytics
[1226] bigdata
[1147] 100daysofcode
[1104] datascience
[1018] python
[879] dataviz
[778] rstats
[752] machinelearning
[631] artificialintelligence

Top Hashtags in Tweet in G3:
[62] dataviz
[52] d3js
[23] datavisualization
[14] opensource
[10] graph
[10] datascience
[8] python
[8] machinelearning
[8] influxer
[7] data

Top Hashtags in Tweet in G4:
[110] dataviz
[9] onechartatatime
[9] datavisualization
[9] duboischallenge
[8] d3js
[8] infographics
[8] ddj
[6] datafam
[6] clubhouse
[6] informationdesign

Top Hashtags in Tweet in G5:
[181] dataviz
[11] datavisualization
[10] datascience
[10] mapa
[10] violencia
[10] dadosabertos
[10] transparencia
[10] visualizacao
[9] dataanalytics
[8] data

Top Hashtags in Tweet in G6:
[95] dataviz
[6] globalwarming
[6] climatechange
[4] maps
[4] gis
[4] mapping
[1] projectionmapping
[1] d3js
[1] datavisualization
[1] scicomm

Top Hashtags in Tweet in G7:
[1] mlb
[1] dataviz

Top Hashtags in Tweet in G8:
[133] arcgispro
[122] b3d
[119] geology
[96] cyprus
[30] gis
[30] dataviz
[25] geography
[8] blender
[6] geospatial
[4] kenya

Top Hashtags in Tweet in G9:
[7] dataviz
[2] innovation
[1] rstats
[1] ddj
[1] datajournalism
[1] nicar21
[1] data
[1] d3js
[1] vaccine
[1] vaccinenationalism

Top Hashtags in Tweet in G10:
[40] dataviz
[14] girlpower
[11] ddj
[7] siggraph
[7] ieeecga
[6] ieeevis
[6] infovis
[6] visualanalytics
[5] duboischallenge
[5] opendata

Top Words
Top Words in Tweet in Entire Graph:
[3278] #dataviz
[2024] #ai
[1843] #analytics
[1533] data
[1368] railroads
[1275] #bigdata
[1218] #datascience
[1154] #100daysofcode
[1070] #python
[987] source

Top Words in Tweet in G1:
[1340] railroads
[959] #dataviz
[954] source
[947] randal_olson
[670] world
[200] imdb
[200] rating
[199] curious
[199] relationship
[199] between

Top Words in Tweet in G2:
[1953] #ai
[1779] #analytics
[1226] #bigdata
[1147] #100daysofcode
[1104] #datascience
[1018] #python
[875] data
[875] #dataviz
[778] #rstats
[752] #machinelearning

Top Words in Tweet in G3:
[79] observablehq
[62] #dataviz
[60] notebooks
[59] 10
[58] collection
[57] oliviafvane
[57] old
[56] drawing
[56] animating
[56] 'waterlines'

Top Words in Tweet in G4:
[110] #dataviz
[54] data
[51] books
[49] dataviz
[37] great
[35] charleswheelan
[33] billshander
[29] read
[29] long
[27] featuring

Top Words in Tweet in G5:
[181] #dataviz
[46] data
[19] dataviz
[19] 2020
[17] more
[15] see
[14] good
[11] graphic
[11] #datavisualization
[10] #datascience

Top Words in Tweet in G6:
[206] country
[166] warmer
[121] neilrkaye
[113] world
[95] #dataviz
[83] getting
[83] closer
[83] arctic
[83] gets
[82] #glob

Top Words in Tweet in G7:
[122] pitchers
[122] catchers
[122] reporting
[122] week
[122] interactive
[122] timeline
[122] cumulative
[122] active
[122] mlb
[121] betweenthenums

Top Words in Tweet in G8:
[221] geological
[192] cyprus
[133] #arcgispro
[127] map
[123] geo_spatialist
[122] #b3d
[119] #geology
[117] survey
[104] department
[96] 1979

Top Words in Tweet in G9:
[65] beautiful
[57] probably
[57] platform
[57] internet
[57] advise
[57] provide
[57] code
[57] graph
[56] patilindrajeets
[56] appr

Top Words in Tweet in G10:
[54] data
[40] #dataviz
[26] gt
[25] datavizsociety
[18] we_do_data
[17] more
[14] #girlpower
[14] numéro
[14] actuellement
[14] kiosque

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[977] #dataviz,source
[881] #100daysofcode,#ai
[828] #analytics,#bigdata
[828] #ai,#analytics
[684] railroads,world
[684] world,railroads
[684] railroads,#dataviz
[683] randal_olson,railroads
[590] #bigdata,#rstats
[491] #rstats,#ai

Top Word Pairs in Tweet in G1:
[954] #dataviz,source
[670] railroads,world
[670] world,railroads
[670] railroads,#dataviz
[669] randal_olson,railroads
[199] curious,relationship
[199] relationship,between
[199] between,film
[199] film,length
[199] length,imdb

Top Word Pairs in Tweet in G2:
[877] #100daysofcode,#ai
[825] #ai,#analytics
[808] #analytics,#bigdata
[572] #bigdata,#rstats
[474] #rstats,#ai
[389] #analytics,#artificialintelligence
[275] catherineadenle,infographic
[267] #ai,#reactjs
[246] #bigdata,#cloud
[244] #artificialintelligence,#bigdata

Top Word Pairs in Tweet in G3:
[56] observablehq,notebooks
[56] drawing,animating
[56] animating,'waterlines'
[56] 'waterlines',old
[56] old,technique
[55] ve,shared
[55] shared,collection
[55] collection,observablehq
[55] notebooks,drawing
[54] oliviafvane,ve

Top Word Pairs in Tweet in G4:
[25] frequently,asked
[25] asked,#dataviz
[25] #dataviz,books
[25] books,read
[25] read,long
[25] long,answer
[25] answer,featuring
[25] featuring,14
[25] 14,great
[25] great,books

Top Word Pairs in Tweet in G5:
[10] 02,2020
[10] sp,morte
[10] morte,morte#1
[10] morte#1,masculino
[10] #mapa,#violencia
[10] #violencia,#dadosabertos
[10] #dadosabertos,#transparencia
[10] #transparencia,#dataviz
[10] #dataviz,#visualizacao
[8] graphic,detail

Top Word Pairs in Tweet in G6:
[87] country,world
[83] world,getting
[83] getting,warmer
[83] warmer,closer
[83] closer,arctic
[83] arctic,country
[83] country,warmer
[83] warmer,gets
[83] gets,#dataviz
[82] neilrkaye,country

Top Word Pairs in Tweet in G7:
[122] pitchers,catchers
[122] catchers,reporting
[122] reporting,week
[122] week,interactive
[122] interactive,timeline
[122] timeline,cumulative
[122] cumulative,active
[122] active,mlb
[121] betweenthenums,pitchers

Top Word Pairs in Tweet in G8:
[122] #arcgispro,#b3d
[111] geological,survey
[110] geological,map
[101] geo_spatialist,geological
[100] survey,department
[96] map,cyprus
[96] cyprus,1979
[96] 1979,geological
[96] department,government
[96] government,cyprus

Top Word Pairs in Tweet in G9:
[57] probably,beautiful
[57] beautiful,platform
[57] platform,internet
[57] internet,advise
[57] advise,provide
[57] provide,code
[57] code,graph
[56] patilindrajeets,probably
[56] graph,appr
[10] piece,dataviz

Top Word Pairs in Tweet in G10:
[14] #girlpower,numéro
[14] numéro,actuellement
[14] actuellement,kiosque
[14] kiosque,egalité
[14] egalité,filles
[14] filles,garçons
[14] garçons,où
[14] où,phosphore
[14] phosphore,demandé
[13] we_do_data,#girlpower

Top Replied-To
Top Replied-To in Entire Graph:
@ai_miami
@dataviz_
@strat_ai
@lovakov
@marysemonen
@padillamorenom
@billshander
@vicgovdh
@ablashr
@bakabakadesign

Top Replied-To in G1:
@randal_olson

Top Replied-To in G2:
@ai_miami
@strat_ai
@eli_krumova
@aut0mata
@tomitokko3
@aldatavizguy

Top Replied-To in G3:
@elijah_meeks
@zfurnas
@wisevis
@mmeckf

Top Replied-To in G4:
@marysemonen
@billshander
@hanalytx
@datavizwpg
@highvizability
@datasketches
@penpenwise
@rsimmon
@allitorban
@albertocairo

Top Replied-To in G8:
@giuresta

Top Replied-To in G10:
@jasonforrestftw

Top Mentioned
Top Mentioned in Entire Graph:
@randal_olson
@strat_ai
@catherineadenle
@ai_miami
@imdb
@keaneda1
@giswqs
@eli_krumova
@neilrkaye
@geo_spatialist

Top Mentioned in G1:
@randal_olson
@imdb
@j
@jscarto
@elijah_meeks
@odsc
@long39ng
@geokaramanis
@milos_agathon
@victorbaissait

Top Mentioned in G2:
@strat_ai
@ai_miami
@catherineadenle
@keaneda1
@eli_krumova
@news78246234
@kr_vaibhaw
@sheraj99
@milos_agathon
@tahrimakhatun1

Top Mentioned in G3:
@observablehq
@oliviafvane
@brendawyang
@mbostock
@elijah_meeks
@mayacelium
@d3js_org
@chezvoila
@mmeckf
@giswqs

Top Mentioned in G4:
@charleswheelan
@billshander
@storywithdata
@albertoca
@jschwabish
@albertocairo
@christiansenjen
@highvizability
@giorgialupi
@janwillemtulp

Top Mentioned in G5:
@khosann
@menasriamomo
@rug_geo
@davdittrich

Top Mentioned in G6:
@neilrkaye
@anttilip
@wmo
@parents4future
@ed_hawkins
@randal_olson
@anttili
@elijah_meeks
@kevpluck
@pixelmnm

Top Mentioned in G7:
@betweenthenums

Top Mentioned in G8:
@geo_spatialist
@simongerman600
@randal_olson
@giuresta

Top Mentioned in G9:
@patilindrajeets
@undertheraedar
@globeandmail
@tom_cardoso
@mattdzugan
@milos_agathon
@_rospearce
@theeconomist
@sdbernard
@randal_olson

Top Mentioned in G10:
@datavizsociety
@we_do_data
@we_do_
@emiliaruzicka
@papress
@dataxdesign
@our_codingclub
@thepixelhunt
@jasonforrestftw
@dagmedyaveri

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@jurylady5
@threadreaderapp
@edinburghwatch
@cybersec_feeds
@chidambara09
@femtech_
@aaroncuddeback
@evankirstel

Top Tweeters in G1:
@jornalistavitor
@lizditz
@nnucknick
@acua_juana
@_m6ly
@ds41744
@12648430
@ryeotem
@ppiixx
@pamemar1

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@aaroncuddeback
@evankirstel
@xaelbot
@codedailybot
@aldoceccarelli
@codegnuts

Top Tweeters in G3:
@artcollisions
@texhewson
@waynesutton
@bookingcom
@followlori
@gersart
@barzaz
@fdmhildesheim
@jadp
@arnicas

Top Tweeters in G4:
@nytimes
@macilree
@wired
@albertocairo
@davidkovic
@cjmoorehead
@sciam
@ctsinclair
@sbplama
@kristinhenry

Top Tweeters in G5:
@itsthebrandi
@jersomewhere
@topnewsites
@supersciencegrl
@usujason
@researchbuzz
@puntofisso
@6502_ftw
@menasriamomo
@corinne_podger

Top Tweeters in G6:
@james_savage15
@mwt2008
@luluonti
@jmhardinboston
@thomasknorra
@andreww66619812
@beijo11
@parents4future
@jeremymallin
@creativedynamix

Top Tweeters in G7:
@morgandavii
@hgomez27
@tribe_xx
@cubicsnarkonia
@nicksarfaty500
@rgrondin2003
@mikemayer22
@bravesstats
@jclyde21
@kazuto_yamazaki

Top Tweeters in G8:
@dawnroseturner
@jj_angelus
@hecatediroma
@brendaschory
@annadevine66
@clibanus
@xcelciork
@rashiid9
@hachetw
@joerave

Top Tweeters in G9:
@globeandmail
@theeconomist
@tombreur
@chrsphr
@uscopus
@onlmaps
@recifs
@digitalwestie
@vb_jens
@robert_gonz

Top Tweeters in G10:
@telegraph
@washingtonpost
@ameckeco
@lunarroot
@pinardag
@thepixelhunt
@afhstewart
@dockevinelder
@theneilrichards
@__paakow