dataviz OR datavis until:2021-05-03, Twitter, 5/5/2021 2:27:41 PM, 254189


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dataviz OR datavis until:2021-05-03 Twitter NodeXL SNA Map and Report for Wednesday, 05 May 2021 at
dataviz OR datavis until:2021-05-03 Twitter NodeXL SNA Map and Report for Wednesday, 05 May 2021 at
From:
SMRFoundation
Uploaded on:
May 05, 2021
Short Description:
dataviz OR datavis until:2021-05-03 via NodeXL https://bit.ly/3tml9pU
@randal_olson
@dashboarddr
@dr_xeo
@catherineadenle
@mbozukova
@code_convention
@30daychartchall
@giswqs
@cedscherer
@roger_m_taylor

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

Description:
Description
The graph represents a network of 3,762 Twitter users whose recent tweets contained "dataviz OR datavis until:2021-05-03", 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 Wednesday, 05 May 2021 at 12:11 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 45-minute period from Tuesday, 27 April 2021 at 19:12 UTC to Sunday, 02 May 2021 at 23:58 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 : 3762
Unique Edges : 5823
Edges With Duplicates : 2557
Total Edges : 8380
Number of Edge Types : 5
Retweet : 3811
MentionsInRetweet : 2168
Tweet : 962
Replies to : 165
Mentions : 1274
Self-Loops : 1006
Reciprocated Vertex Pair Ratio : 0.0233748507080703
Reciprocated Edge Ratio : 0.0456818939646549
Connected Components : 471
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 2364
Maximum Edges in a Connected Component : 6304
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.300498
Graph Density : 0.000423920420002089
Modularity : 0.649883
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,762 Twitter users whose recent tweets contained "dataviz OR datavis until:2021-05-03", 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 Wednesday, 05 May 2021 at 12:11 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 45-minute period from Tuesday, 27 April 2021 at 19:12 UTC to Sunday, 02 May 2021 at 23:58 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 until:2021-05-03
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:
[200] https://www.reddit.com/r/dataisbeautiful/comments/mzmg9i/an_apple_a_day_might_keep_the_doctor_away_but_it/
[131] https://www.reddit.com/r/dataisbeautiful/comments/n0jxyt/teslas_first_quarter_visualized_oc/
[111] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[53] https://github.com/krzjoa/awesome-r-dataviz
[47] https://www.kdnuggets.com/2021/04/most-demand-skills-data-scientists.html
[43] https://click.linksynergy.com/deeplink?id=xfsRJV1AIKY&mid=39197&murl=https://www.udemy.com/course/the-data-science-course-complete-data-science-bootcamp/
[42] https://www.youtube.com/watch?v=Zhwz0uS4Xi0&feature=youtu.be

[40] https://medium.com/the-stata-guide
[36] https://www.fiverr.com/share/8KrblE
[35] https://vote.webbyawards.com/PublicVoting#/2021/websites-and-mobile-sites/features-design/best-data-visualization

Top URLs in Tweet in G1:
[43] https://www.kdnuggets.com/2021/04/most-demand-skills-data-scientists.html
[42] https://click.linksynergy.com/deeplink?id=xfsRJV1AIKY&mid=39197&murl=https://www.udemy.com/course/the-data-science-course-complete-data-science-bootcamp/
[35] https://www.fiverr.com/share/8KrblE
[31] https://towardsdatascience.com/support-vector-machines-dual-formulation-quadratic-programming-sequential-minimal-optimization-57f4387ce4dd
[29] https://medium.com/what-is-artificial-intelligence/building-datasets-for-your-ai-acd468cffb7d
[28] https://builtin.com/data-science/data-science-programming-languages?es_id=58362ac476
[27] https://medium.com/@mattybv3/learn-data-science-from-scratch-curriculum-with-20-free-online-courses-8cff96d6cbe5
[27] https://medium.com/towards-artificial-intelligence/genetic-algorithm-ga-introduction-with-example-code-e59f9bc58eaf
[25] https://catherinescareercorner.com/2021/04/17/the-5-ultimate-skills-of-a-seasoned-data-scientist/
[23] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6

Top URLs in Tweet in G2:
[21] https://github.com/jkaupp/30DayChartChallenge
[20] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week17
[20] https://github.com/aarora79/30DayChartChallenge
[19] https://ningning621.github.io/d3_parade/
[11] https://datavis.blog/2021/05/02/30daychartchallenge/
[7] https://github.com/lau-cloud/TidyTuesdaycode/blob/master/CEOs/script_CEO.R
[7] https://github.com/CSHoggard/-TidyTuesday/blob/master/R/w18_2021.R
[7] https://www.marketing-week.fr/content/inscription?utm_source=RS&utm_medium=partenaire&utm_campaign=Brigade1
[6] https://jvelezmagic.com/post/tidytuesday-2-18/
[6] https://github.com/jennschilling/tidytuesday-2021/blob/main/2021-04-27/2021-04-27.R

Top URLs in Tweet in G3:
[194] https://www.reddit.com/r/dataisbeautiful/comments/mzmg9i/an_apple_a_day_might_keep_the_doctor_away_but_it/
[125] https://www.reddit.com/r/dataisbeautiful/comments/n0jxyt/teslas_first_quarter_visualized_oc/
[19] https://www.reddit.com/r/dataisbeautiful/comments/n1yu3g/border_to_border_a_different_perspectives_on_the/
[12] https://www.reddit.com/r/dataisbeautiful/comments/n1rwk0/oc_percentage_of_the_population_of_each_us_state/
[6] https://www.reddit.com/r/dataisbeautiful/comments/n02zpb/oc_racial_diversity_of_each_state_based_on_us/
[6] https://www.reddit.com/r/dataisbeautiful/comments/mysyuz/oc_neural_network_learning_to_approximate/gvwqvxk/
[5] https://www.reddit.com/r/dataisbeautiful/comments/mz9k65/oc_google_searches_for_different_emotions_during/
[3] https://www.reddit.com/r/dataisbeautiful/comments/mz6rmx/where_do_the_worlds_co2_emissions_come_from_this/
[2] https://www.reddit.com/r/dataisbeautiful/comments/jslbn9/us_elevation_tiles_oc/
[2] https://www.reddit.com/r/dataisbeautiful/comments/mxiz17/highest_altitude_humans_have_been_each_year_since/

Top URLs in Tweet in G4:
[91] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[14] https://multimedia.scmp.com/infographics/news/world/article/3131214/covid19-vaccine-access/index.html?src=social
[12] https://public.tableau.com/views/naturaldisasters_country/NaturalDisasters?:language=en&:display_count=y&publish=yes&:origin=viz_share_link
[9] https://public.tableau.com/profile/lynda.uzuegbu#!/vizhome/USAirtravelMMM2021WK16/ImpactofAirTravelDashboard
[8] https://public.tableau.com/profile/adedamola8122#!/vizhome/MakeoverMonday2021Week17RegionalPPPPerState/Dashboard?publish=yes
[5] https://public.tableau.com/views/RWFDHigherEducationDashboard/RWFDHigherEducation?:language=en&:display_count=y&publish=yes&:origin=viz_share_link
[4] https://datasciencealliance.org/best-data-viz
[4] https://www.reddit.com/r/dataisbeautiful/comments/n0zuo2/oc_john_wicks_kills/
[3] https://public.tableau.com/profile/azad.jivani#!/vizhome/MakeoverMonday-2021W17USPriceParity/Viz
[3] https://public.tableau.com/profile/nick.gerend

Top URLs in Tweet in G5:
[20] https://bryanwhiting.github.io/dsnews/
[5] https://twinybots.ch/
[5] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[5] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[5] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[5] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[4] https://www.chi2innovations.com/blog/discover-visualisation-blog-series/the-one-sure-fire-path-to-the-best-data-visualisation/
[3] https://www.ppic.org/blog/bay-area-recovery-may-lag-without-onsite-tech-workers/
[3] https://twitter.com/CityLab/status/1388224940516675589
[2] https://twitter.com/USGS_Water/status/1387129451633328132

Top URLs in Tweet in G6:
[9] https://r-charts.com/
[5] https://careers-sas.icims.com/jobs/23947/software-developer-(c%2b%2b)---jmp-(early-career)/job
[3] https://vizhub.com/curran/01568b13c29f437f9a2684bb190c3737
[2] https://www.autodesk.com/research/publications/same-stats-different-graphs
[2] https://github.com/sabahzero/dataviz/tree/master/CSU-Stanislaus
[2] https://docs.google.com/presentation/d/1B_apvGAZqnmx3gl8D18blmsAVXWQVfoMGXukStHe0hA/edit?usp=sharing
[2] https://twitter.com/matthewrcover/status/1388213178266374144
[2] https://public.jmp.com/packages/VzVFgNlW1h8Lq3NRgZbBM?utm_source=TWITTER&utm_medium=social_sprinklr&utm_content=4773940569&utm_campaign=pub&linkId=117564786#details
[2] https://github.com/JosiahParry/genius
[2] https://github.com/zolli22/30-day-chart-challenge/blob/main/group4-timeseries/21-downwards.Rmd

Top URLs in Tweet in G7:
[8] https://www.storytellingwithdata.com/blog/2021/4/28/maps
[6] https://community.storytellingwithdata.com/challenges/apr-2021-ask-answer
[6] https://projectfinder.monithon.eu/
[4] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dur3NEeM68VI&gl=DE&m=0&pc=yt&uxe=23983172&hl=de&src=1
[4] https://graphichunters.nl
[4] http://www.workout-wednesday.com/pbi-2021-w17/
[3] https://medium.com/nightingale/stunning-dataviz-in-s-h-o-w-2021-d075add0c36b?source=friends_link&sk=93abaad2945f6bca1151f7a162eaa814
[3] https://link.medium.com/pUbLcetdPfb
[2] https://www.youtube.com/watch?v=MIZXqC1-VLc&feature=youtu.be

[2] https://policyviz.com/clubhouse

Top URLs in Tweet in G8:
[7] https://observablehq.com/blog
[4] https://www.meetup.com/observablehq/events/277853046
[3] https://observablehq.com/@jkvaternik/water-a-two-sided-coin
[2] https://www.linkedin.com/pulse/chicago-crimes-2017-taras-novak/
[2] https://video.cube365.net/c/931044
[2] https://video.cube365.net/c/931446
[2] https://video.cube365.net/c/931040
[2] https://video.cube365.net/c/931041
[2] https://video.cube365.net/c/931046
[2] http://ensai.fr/data-visualisation-tutoriel/

Top URLs in Tweet in G9:
[31] https://www.youtube.com/watch?v=Zhwz0uS4Xi0&feature=youtu.be

[10] https://github.com/krzjoa/awesome-r-dataviz
[8] https://www.youtube.com/watch?v=2R3933NFIa0&feature=youtu.be

[7] https://geoobserver.wordpress.com/2021/04/27/fossgis-2021-helfer-benotigt/
[5] https://wilkelab.org/SDS375/slides/overplotting.html#1
[3] https://app.gishub.org/voila/render/timelapse.ipynb
[3] https://wilkelab.org/SDS375/slides/compound-figures.html#1
[3] https://podcasts.apple.com/dk/podcast/introducing-google-earth-engine/id1452297085?i=1000513405116
[2] https://technocodersblog.blogspot.com/2021/04/data-visualization-tool.html
[2] https://www.youtube.com/playlist?list=PLAxJ4-o7ZoPccOFv1dCwvGI6TYnirRTg3


Top URLs in Tweet in G10:
[33] https://labs.waterdata.usgs.gov/visualizations/snow-to-flow/index.html
[13] https://labs.waterdata.usgs.gov/visualizations/snow-to-flow/index.html?utm_source=twitter&utm_medium=usgs_datasci&utm_campaign=chart_challenge_relationships#/
[9] https://twitter.com/USGS_Water/status/1387129451633328132
[9] https://labs.waterdata.usgs.gov/visualizations/snow-to-flow/index.html#/
[7] https://www.visualcapitalist.com/ranked-the-most-popular-paid-subscription-news-websites/
[6] https://labs.waterdata.usgs.gov/visualizations/snow-to-flow/index.html?utm_source=twitter&utm_medium=usgs_datasci&utm_campaign=less_snow#/
[5] https://labs.waterdata.usgs.gov/visualizations/snow-to-flow/index.html?utm_source=twitter&utm_medium=usgs_datasci&utm_campaign=women_in_stem#/
[5] https://twitter.com/USGS_Water/status/1387461845766877190
[4] https://twitter.com/TRCA_HQ/status/1385225642241843212
[3] https://labs.waterdata.usgs.gov/visualizations/delaware-basin-story/index.html?utm_source=twitter&utm_medium=usgs_datasci&utm_campaign=sdm_award#/

Top Domains
Top Domains in Tweet in Entire Graph:
[439] reddit.com
[370] github.com
[296] twitter.com
[241] medium.com
[114] griddb.net
[102] youtube.com
[94] github.io
[91] tableau.com
[89] kdnuggets.com
[86] fiverr.com

Top Domains in Tweet in G1:
[144] medium.com
[84] kdnuggets.com
[76] fiverr.com
[76] github.com
[57] mybinder.org
[44] towardsdatascience.com
[42] linksynergy.com
[33] twitter.com
[29] highcharts.com
[28] builtin.com

Top Domains in Tweet in G2:
[178] github.com
[40] github.io
[27] twitter.com
[15] datavis.blog
[9] youtube.com
[8] statisticsglobe.com
[7] marketing-week.fr
[6] jvelezmagic.com
[5] investors.com
[4] native-land.ca

Top Domains in Tweet in G3:
[385] reddit.com
[1] tumblr.com
[1] bloomberg.com
[1] github.com

Top Domains in Tweet in G4:
[91] griddb.net
[62] tableau.com
[30] reddit.com
[14] scmp.com
[8] twitter.com
[4] healthdataviz.com
[4] com.br
[4] vizartpandey.com
[4] datasciencealliance.org
[3] github.com

Top Domains in Tweet in G5:
[36] twitter.com
[22] github.io
[20] economist.com
[8] linkedin.com
[7] youtube.com
[7] medium.com
[6] thebubbleboard.com
[6] reddit.com
[5] twinybots.ch
[5] ppic.org

Top Domains in Tweet in G6:
[9] r-charts.com
[7] github.com
[5] twitter.com
[5] icims.com
[3] jmp.com
[3] vizhub.com
[2] autodesk.com
[2] google.com
[2] nytimes.com
[1] co.uk

Top Domains in Tweet in G7:
[14] storytellingwithdata.com
[8] medium.com
[7] youtube.com
[7] policyviz.com
[6] monithon.eu
[5] twitter.com
[4] graphichunters.nl
[4] workout-wednesday.com
[3] customerinsightleader.com
[2] amazon.com

Top Domains in Tweet in G8:
[15] cube365.net
[12] observablehq.com
[5] youtube.com
[4] meetup.com
[2] linkedin.com
[2] wixsite.com
[2] ensai.fr
[1] visualstudio.com
[1] google.com

Top Domains in Tweet in G9:
[41] youtube.com
[10] github.com
[9] wordpress.com
[8] wilkelab.org
[3] gishub.org
[3] geemap.org
[3] apple.com
[2] blogspot.com
[2] opendatascience.com
[2] davidbauer.ch

Top Domains in Tweet in G10:
[70] usgs.gov
[21] twitter.com
[8] visualcapitalist.com
[3] kdnuggets.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4275] dataviz
[1288] rstats
[1202] datascience
[794] python
[700] ai
[667] analytics
[563] bigdata
[535] 100daysofcode
[464] 30daychartchallenge
[421] iot



Top Hashtags in Tweet in G1:
[1020] dataviz
[909] datascience
[663] ai
[651] python
[598] analytics
[526] bigdata
[513] 100daysofcode
[495] rstats
[365] machinelearning
[341] ml

Top Hashtags in Tweet in G2:
[576] dataviz
[465] rstats
[201] 30daychartchallenge
[150] geografia
[126] tidytuesday
[91] datascience
[89] ggplot2
[43] d3js
[41] r4ds
[30] tidyverse

Top Hashtags in Tweet in G3:
[389] dataviz
[194] diet
[194] nutrition
[125] tesla
[125] bitcoin
[7] machinelearning
[4] globalwarming
[4] climateemergency
[3] co2
[2] space

Top Hashtags in Tweet in G4:
[235] dataviz
[101] python
[93] iot
[91] la
[91] griddb
[91] losangeles
[67] datafam
[64] tableau
[34] makeovermonday
[22] datascience

Top Hashtags in Tweet in G5:
[219] dataviz
[23] datavisualization
[19] data
[12] datascience
[12] dataanalytics
[6] covid19
[6] bot
[6] analytics
[6] gis
[6] mapa

Top Hashtags in Tweet in G6:
[158] dataviz
[132] rstats
[121] 30daychartchallenge
[115] ggplot2
[108] statistics
[107] day27
[107] educational
[106] boxplot
[106] violinplot
[8] rstatses

Top Hashtags in Tweet in G7:
[83] dataviz
[16] swdchallenge
[8] peoplesideofdata
[7] siggraph
[6] ieeevis
[6] eu
[6] civic
[6] monitoring
[6] italy
[6] opendata

Top Hashtags in Tweet in G8:
[191] dataviz
[159] gamecharts
[78] baseball
[36] nhlhockey
[14] datavis
[13] observable
[13] womenintech
[13] turnthelens
[11] jefffrick
[9] melodymeckfessel

Top Hashtags in Tweet in G9:
[49] dataviz
[26] rstats
[25] geospatial
[15] gis
[12] mapping
[10] ds_tipaday
[9] spatial
[9] geo
[9] geoobserver
[7] fossgis

Top Hashtags in Tweet in G10:
[87] dataviz
[15] 30daychartchallenge
[11] snow
[9] datascience
[7] rstats
[6] ngwos
[5] usgs
[5] womeninstem
[5] hydrology
[4] toravines

Top Words
Top Words in Tweet in Entire Graph:
[4737] #dataviz
[1590] data
[1459] #datascience
[1400] #rstats
[1057] #python
[823] #ai
[798] #analytics
[780] #bigdata
[739] more
[662] #100daysofcode

Top Words in Tweet in G1:
[1357] #dataviz
[1144] #datascience
[867] #python
[784] #ai
[735] #bigdata
[725] #analytics
[637] #100daysofcode
[576] #rstats
[569] #coding
[518] #machinelearning

Top Words in Tweet in G2:
[592] #dataviz
[493] #rstats
[201] #30daychartchallenge
[179] code
[167] life
[162] data
[150] mapa
[150] #geografia
[150] live
[148] 2018

Top Words in Tweet in G3:
[389] #dataviz
[387] source
[201] way
[199] day
[194] apple
[194] keep
[194] doctor
[194] away
[194] fruits
[194] contain

Top Words in Tweet in G4:
[243] #dataviz
[227] data
[123] tableau
[102] air
[101] #python
[95] see
[95] used
[95] visualize
[94] california
[93] help

Top Words in Tweet in G5:
[219] #dataviz
[53] data
[53] more
[30] dataviz
[27] see
[23] #datavisualization
[20] graphic
[20] detail
[19] #data
[16] visualization

Top Words in Tweet in G6:
[212] great
[159] #dataviz
[132] #rstats
[122] #30daychartchallenge
[120] data
[115] #ggplot2
[109] #statistics
[108] summary
[107] visualizing
[107] explore

Top Words in Tweet in G7:
[83] #dataviz
[28] data
[19] see
[17] projects
[16] shared
[16] #swdchallenge
[15] last
[15] week
[14] great
[13] maps

Top Words in Tweet in G8:
[193] #dataviz
[169] 2021
[166] mlb
[159] #gamecharts
[112] april
[102] nba
[83] mlbstats
[78] #baseball
[50] nbastats
[36] saturday

Top Words in Tweet in G9:
[89] #dataviz
[64] #geospatial
[54] #gis
[54] data
[51] #mapping
[43] #python
[42] #geemap
[42] notebook
[42] #jupyter
[42] #ipyleaflet

Top Words in Tweet in G10:
[121] snow
[95] #dataviz
[84] water
[60] snowmelt
[54] flow
[48] story
[39] western
[33] check
[33] changing
[33] dynamics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[413] #dataviz,#rstats
[338] #rstats,#ai
[330] #reactjs,#python
[275] #nlp,#flutter
[268] #bigdata,#cloud
[259] #ai,#reactjs
[258] #datascience,#dataviz
[256] #dataviz,#datascience
[255] #tensorflow,#coding
[242] #dataviz,source

Top Word Pairs in Tweet in G1:
[330] #rstats,#ai
[321] #reactjs,#python
[267] #nlp,#flutter
[262] #bigdata,#cloud
[253] #ai,#reactjs
[251] #tensorflow,#coding
[223] #100daysofcode,#dataviz
[223] #coding,#linux
[218] #cloud,#coding
[204] #flutter,#javascript

Top Word Pairs in Tweet in G2:
[228] #dataviz,#rstats
[150] #geografia,#dataviz
[148] mapa,desigualdad
[148] desigualdad,españa
[148] life,depends
[148] depends,live
[145] españa,2018
[145] 2018,life
[145] live,#geografia
[88] #rstats,#dataviz

Top Word Pairs in Tweet in G3:
[232] #dataviz,source
[194] apple,day
[194] day,keep
[194] keep,doctor
[194] doctor,away
[194] away,fruits
[194] fruits,contain
[194] contain,way
[194] way,more
[194] more,vitamins

Top Word Pairs in Tweet in G4:
[93] visualize,data
[91] analyzed,air
[91] air,quality
[91] quality,data
[91] data,gathered
[91] gathered,epa
[91] epa,#la
[91] #la,county
[91] county,see
[91] see,effects

Top Word Pairs in Tweet in G5:
[20] graphic,detail
[20] detail,#dataviz
[20] #dataviz,see
[20] see,more
[12] data,visualization
[8] #datavisualization,#dataviz
[8] #dataviz,#data
[7] #dataviz,#datavisualization
[7] #datascience,#dataviz
[7] covid,19

Top Word Pairs in Tweet in G6:
[113] #dataviz,#rstats
[107] #30daychartchallenge,#day27
[107] #day27,#educational
[107] #rstats,#ggplot2
[106] visualizing,summary
[106] summary,statistics
[106] statistics,#boxplot
[106] #boxplot,great
[106] great,forget
[106] forget,explore

Top Word Pairs in Tweet in G7:
[8] see,maps
[8] maps,nearly
[8] nearly,dozen
[8] dozen,people
[8] people,shared
[8] shared,#dataviz
[8] #dataviz,geographical
[8] geographical,variety
[8] variety,last
[8] last,month's

Top Word Pairs in Tweet in G8:
[159] #gamecharts,#dataviz
[83] mlb,mlbstats
[78] 2021,mlb
[78] mlbstats,#gamecharts
[78] #dataviz,#baseball
[50] nba,nbastats
[45] 2021,nba
[45] nbastats,#gamecharts
[36] 2021,#nhlhockey
[36] #nhlhockey,#gamecharts

Top Word Pairs in Tweet in G9:
[55] #geospatial,#dataviz
[39] gee,tutorial
[39] raster,data
[39] video,notebook
[39] notebook,youtube
[39] youtube,playlist
[39] playlist,#geemap
[39] #geemap,#earthengine
[39] #earthengine,#gis
[39] #gis,#python

Top Word Pairs in Tweet in G10:
[48] snow,flow
[44] #dataviz,story
[28] majority,water
[28] water,western
[28] western,comes
[28] comes,snowmelt
[28] snowmelt,wonder
[28] wonder,happens
[28] happens,water
[28] water,availability

Top Replied-To
Top Replied-To in Entire Graph:
@strat_ai
@ai_miami
@jacopoottaviani
@johnwood_data
@jmp_software
@juergen_wastl
@chromaglitch
@schckngs
@emmanuelmacron

Top Replied-To in G1:
@strat_ai
@ai_miami
@esriireland
@juergen_wastl
@johnwood_data

Top Replied-To in G2:
@jacopoottaviani
@johnwood_data
@schckngs
@juditbekker
@cedscherer

Top Replied-To in G3:
@trylks

Top Replied-To in G4:
@ggorczynski
@ali15tehrani

Top Replied-To in G6:
@jmp_software
@ingrid_zoll

Top Replied-To in G7:
@tmrhyne
@storywithdata
@rcvels
@filwd
@will_mi77

Top Replied-To in G8:
@therabank
@dynamicwebpaige
@nadiahle

Top Replied-To in G10:

Top Mentioned
Top Mentioned in Entire Graph:
@tableau
@justinmatejka
@epa
@mlb
@mlbstats
@30daychartchall
@nba
@nbastats
@r4dscommunity
@cedscherer

Top Mentioned in G1:
@30daychartchall
@jblefevre60
@panel_org
@r4dscommunity
@chboursin
@ipfconline1
@julez_norton
@kalydeoo
@asokan_telecom
@spirosmargaris

Top Mentioned in G2:
@cedscherer
@dr_xeo
@30daychartchall
@r4dscommunity
@ourworldindata
@leafletjs
@mick_levy
@lfavarette
@grssnbchr
@drob

Top Mentioned in G3:
@bertramtimo

Top Mentioned in G4:
@tableau
@epa
@tableaupublic
@scmpgraphics
@shijiawendy
@flowingdata
@vizwizbi
@rajvivan
@denniswcf614
@trimydata

Top Mentioned in G5:
@emargencecomcom
@zenplot

Top Mentioned in G6:
@justinmatejka
@eliaskrainski
@cedscherer
@dr_xeo
@stan_state
@nytimes
@rstatstweet
@guardianvisuals
@libertyrpf

Top Mentioned in G7:
@ehricks
@datavizsociety
@jschwabish
@tarsolsuk
@rashdesign
@mrroweuk
@stela_yordanova
@defilippovale
@monithon
@joinclubhouse

Top Mentioned in G8:
@mlb
@mlbstats
@nba
@nbastats
@observablehq
@thedeepti
@mmeckf
@jefffrick
@turnlens
@northeastern

Top Mentioned in G9:
@fossgis_konf
@fossgis_verein
@usgslandsat
@nasa_landsat
@giswqs
@mapscaping
@petersongis

Top Mentioned in G10:
@visualcap
@usgs
@trca_hq
@usgs_datasci
@usgstnm
@usgs_water
@ourworldindata

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@threadreaderapp
@chidambara09
@cybersec_feeds
@femtech_
@aaroncuddeback
@xaelbot
@codedailybot
@rosenchild

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@xaelbot
@codedailybot
@codernotesbot
@cybersecurityn8
@viralvideovlogs
@thedeveloperbot

Top Tweeters in G2:
@pfanderson
@juliolxxix
@conjja
@rstatstweet
@tiquetaki
@marc1705
@felixmarques
@virtudsin
@chanperco
@aristoi_nomin

Top Tweeters in G3:
@ansisegle
@kaleidoscopet0
@krinndnz
@tggleeson
@chrisbrogan
@kenyanhustler
@razonater
@_betterwithage
@geophf
@lunaxinova

Top Tweeters in G4:
@edgardogarciasa
@dataaugmented
@sdreyse
@nikhilkanoje6
@bhordemarz
@grantorta
@yrene02469220
@birbhan_bist
@duke_unreal
@evereeze

Top Tweeters in G5:
@biconnections
@sole24ore
@giovannidalloli
@mat7hp
@estherschindler
@likethemaps
@rimwellc
@dd_wen_
@becomingdatasci
@doccedef

Top Tweeters in G6:
@nytimes
@neuroeco
@libertyrpf
@restevesd
@jmtoralc
@lmonasterio
@sib313
@haitchabba
@aneesha
@urbanhobbit

Top Tweeters in G7:
@fcassia
@alexmounde
@glenrdixon
@napo
@biff_bruise
@ri_science
@sqlbobscot
@mrianthomas
@laughlinpaul
@dockevinelder

Top Tweeters in G8:
@nba
@jamesgardnerone
@mlb
@bucks
@warriors
@trailblazers
@brooklynnets
@benjaminblouin
@atlhawks
@suns

Top Tweeters in G9:
@rosenchild
@sofriedhomo
@acangros
@odsc
@bzgeo
@smartcitiesfeed
@aguil77
@geosystemsfeed
@drpushpwrd
@geoobserver_

Top Tweeters in G10:
@jornalistavitor
@femtech_
@kanezadiane
@tigeprocyshyn
@knxchg
@aerin_j
@phosphoria31
@pamelagough
@usgs
@harvey01957


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