dataviz OR datavis, Twitter, 4/16/2021 12:46:28 AM, 252862


FAQ | Problem?

dataviz OR datavis_2021-04-15_17-05-16.xlsx
dataviz OR datavis_2021-04-15_17-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2021
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3wYNzcv
@blackstembot
@randal_olson
@dashboarddr
@sjmgarnier
@rstatstweet
@trendsinai
@patilindrajeets
@rashamadj
@catherineadenle
@dr_xeo

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

Description:
Description
The graph represents a network of 5,030 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 Friday, 16 April 2021 at 00:33 UTC.

The requested start date was Friday, 16 April 2021 at 00:01 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 5-day, 14-hour, 33-minute period from Friday, 09 April 2021 at 14:00 UTC to Thursday, 15 April 2021 at 04:33 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 : 5030
Unique Edges : 3527
Edges With Duplicates : 13319
Total Edges : 16846
Number of Edge Types : 5
Mentions : 1695
Retweet : 5790
MentionsInRetweet : 8008
Tweet : 1201
Replies to : 152
Self-Loops : 1279
Reciprocated Vertex Pair Ratio : 0.0207233878234007
Reciprocated Edge Ratio : 0.0406052963430013
Connected Components : 465
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 3729
Maximum Edges in a Connected Component : 14480
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.929806
Graph Density : 0.000313489909617657
Modularity : 0.434852
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,030 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 Friday, 16 April 2021 at 00:33 UTC.

The requested start date was Friday, 16 April 2021 at 00:01 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 5-day, 14-hour, 33-minute period from Friday, 09 April 2021 at 14:00 UTC to Thursday, 15 April 2021 at 04:33 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:
[418] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[57] https://www.datasciencecentral.com/profiles/blogs/how-to-choose-the-right-graph-for-your-data-in-one-picture
[54] https://wilkelab.org/SDS375/slides/redundant-coding.html#1
[50] https://www.kdnuggets.com/2021/04/7-must-haves-data-science-cv.html
[47] https://www.reddit.com/comments/mpm6w0
[46] https://najeebmedia.com/ppom?status=accepted&expires=1605350228&p_sid=34248&p_aid=116174&p_link=2948&p_tok=c93399e3-cda8-44ce-86a9-1b067ae2bf51
[39] https://joss.theoj.org/papers/10.21105/joss.03092
[37] https://medium.com/@albmllt/introducing-the-human-centered-ai-canvas-a4c9d2fc127e
[36] https://www.kdnuggets.com/2021/01/learn-data-science-free-2021.html
[35] https://wilkelab.org/SDS375/schedule.html#apr-13-2021color-spaces-and-color-vision-deficiency

Top URLs in Tweet in G1:
[9] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[8] https://wilkelab.org/SDS375/slides/redundant-coding.html#1
[8] https://github.com/Fgazzelloni/rstats-chart-challenge-2021
[7] https://github.com/jkaupp/30DayChartChallenge
[7] https://github.com/jennschilling/tidytuesday-2021/blob/main/2021-04-06/2021-04-06.R
[7] https://anaconda.org/conda-forge/r-complexupset
[7] https://wilkelab.org/SDS375/schedule.html#apr-13-2021color-spaces-and-color-vision-deficiency
[7] https://github.com/cnicault/30DayChartChallenge
[6] https://github.com/gkaramanis/tidytuesday/tree/master/2021/2021-week14
[5] https://twitter.com/bizscienc/status/1381284463062216706

Top URLs in Tweet in G2:
[389] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[11] https://www.reddit.com/r/dataisbeautiful/comments/mowoz2/ocmost_to_least_prosperous_countries_in_2020/
[6] https://www.reddit.com/r/dataisbeautiful/comments/mlxivl/oc_are_covid19_vaccinations_working/
[6] https://www.reddit.com/r/dataisbeautiful/comments/mn9b2b/oc_the_2020_election_if_only_people_under_45_voted/
[4] https://www.dataetc.org/2021/04/10/plastic.html
[2] https://www.economist.com/blogs/graphicdetail/2017/11/daily-chart-20
[2] https://www.reddit.com/r/dataisbeautiful/comments/5ns0ib/wine_consumption_per_capita_in_the_us_oc/
[1] https://engaging-data.com/country-centered-map-projections/?c=840&cat=mollweide
[1] https://www.reddit.com/r/dataisbeautiful/comments/mpfg4j/oc_generalized_elevation_of_the_contiguous_us/
[1] https://www.reddit.com/r/dataisbeautiful/comments/mq2kax/oc_in_the_united_states_the_cost_of_1_coca_cola/

Top URLs in Tweet in G3:
[48] https://www.kdnuggets.com/2021/04/7-must-haves-data-science-cv.html
[45] https://najeebmedia.com/ppom?status=accepted&expires=1605350228&p_sid=34248&p_aid=116174&p_link=2948&p_tok=c93399e3-cda8-44ce-86a9-1b067ae2bf51
[37] https://medium.com/@albmllt/introducing-the-human-centered-ai-canvas-a4c9d2fc127e
[36] https://www.kdnuggets.com/2021/01/learn-data-science-free-2021.html
[32] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DK22hmfeUx2w&q=EgS4SO-bGLu2moAGIhkA8aeDS2P_Dd-aDveyNq4nd5f5_dWcuWEJMgFy
[30] https://www.kdnuggets.com/2021/03/top-10-python-libraries-2021.html
[29] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[27] https://thenextweb.com/syndication/2020/07/11/a-beginners-guide-to-robot-programming-with-python/
[21] https://www.kdnuggets.com/2021/02/6-nlp-techniques.html
[20] https://techbullion.com/scope-of-data-science-in-the-sports-industry/

Top URLs in Tweet in G4:
[45] https://wilkelab.org/SDS375/slides/redundant-coding.html#1
[27] https://wilkelab.org/SDS375/schedule.html#apr-13-2021color-spaces-and-color-vision-deficiency
[3] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[3] https://mobiliscope.parisgeo.cnrs.fr/fr?s=09
[2] https://wilkelab.org/SDS375/slides/dimension-reduction-1.html#1
[1] https://twitter.com/sjmgarnier/status/1381250856239124482
[1] https://mapbox-mapboxgl-jupyter.readthedocs-hosted.com/en/latest/
[1] https://www.flickr.com/photo.gne?short=2et5tyF
[1] https://www.flickr.com/photo.gne?short=293M1oa
[1] https://twitter.com/alex_freeman/status/1379808289278545922

Top URLs in Tweet in G5:
[17] https://bryanwhiting.github.io/dsnews/
[4] https://www.lebigdata.fr/pourquoi-datavis-cerveau
[2] https://smartinternz.com/tableau-dataviz-challenge-2021
[2] https://www.apur.org/dataviz/cassini-grand-paris/
[2] https://twinybots.ch/
[2] http://visual.gnutiez.de:8082/graph.html
[2] https://www.apur.org/dataviz/plu-diagnostic-territorial/
[2] https://www.economist.com/graphic-detail/coronavirus-excess-deaths-tracker
[2] https://fossheim.io/writing/posts/apple-dataviz-a11y-tutorial/
[2] https://twitter.com/storywithdata/status/1382068824460161025

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/interactive/2021/04/09/world/europe/europe-coronavirus-variants.html
[1] https://munsell.com/color-blog/color-system-measurement/
[1] https://www.reddit.com/r/dataisbeautiful/comments/mlxivl/oc_are_covid19_vaccinations_working/
[1] https://www.reddit.com/comments/mpm6w0
[1] https://www.reddit.com/r/dataisbeautiful/comments/mn9b2b/oc_the_2020_election_if_only_people_under_45_voted/
[1] https://zjanice.github.io/assets/papers/CHI21_crisisvis.pdf
[1] https://twitter.com/YZhang_Janice/status/1382086351869317125
[1] https://twitter.com/DavidSteadson/status/1381709323622043650
[1] https://sonification.design/resource.html
[1] https://www.africarivista.it/etiopia-coltivazioni-geometriche/183698/

Top URLs in Tweet in G7:
[5] http://replug.link/73991410
[3] https://fr.sendinblue.com/blog/creer-une-infographie/
[3] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[2] https://www.datasciencecentral.com/profiles/blogs/how-to-choose-the-right-graph-for-your-data-in-one-picture
[1] https://medium.com/m/global-identity?redirectUrl=https://towardsdatascience.com/intuitively-how-do-neural-networks-work-d7710b602e51
[1] https://bit.ly/3wtXnuC
[1] https://kaizenunlimitedllc.com/2021/04/13/kaizen-options-heatmaps-dvol-voi-april-13-2021-tsla-nvda-aapl-riot-zm-abbv-nuan-syf/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[1] https://kaizenunlimitedllc.com/2021/04/12/kaizen-options-heatmaps-dvol-voi-april-12-2021-nvda-nuan-tsla-mara-amd-elan-can-tlry/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[1] https://venngage.com/blog/strategy-infographic/
[1] https://teespring.com/generative-art-tee-002?tsmac=store&tsmic=random-dataviz&pid=46&cid=2739

Top URLs in Tweet in G8:
[5] https://www.pa-analytics.com.br/se-inscreva-para-nossos-cursos
[3] https://www.infodata.ilsole24ore.com/2021/04/09/si-gioca-la-matematica-un-ripasso-passare-dai-grafici-alle-funzioni/
[3] https://public.tableau.com/views/NBAFoulsMOMWk15/Dashboard1?:language=en&:display_count=y&publish=yes&:origin=viz_share_link&:showVizHome=no#2
[3] https://public.tableau.com/profile/svetlana.skorova#!/vizhome/NBAFoulsByReferees_16184285510420/Dashboard1
[3] https://smartinternz.com/tableau-dataviz-challenge-2021
[2] https://indiadatainsights.com/women-in-india-better-care-yet-poorer-health/
[2] https://skillenhance.in/learn/dataviz-visual-analytics
[2] https://healthdataviz.com/resources/
[2] https://public.tableau.com/views/NBAfoulsandviolationscalledbyrefereesmakeovermonday/Dashboard1?:language=en&:display_count=y&:origin=viz_share_link
[2] https://public.tableau.com/profile/azad.jivani#!/vizhome/MakeoverMonday-2021W15NBAReferees/Viz

Top URLs in Tweet in G9:
[4] https://blogs.worldbank.org/opendata/2020-atlas-sustainable-development-goals-stories-and-insights-through-innovative-visuals#:~:text=The%20SDGs%20seek%20to%20guide,and%20addressing%20the%20climate%20crisis
[4] https://www.youtube.com/watch?v=yB_-4voYRnw

[3] https://www.infodesign.org.br/infodesign/announcement
[2] https://www.meetup.com/Data-Visualization-DC/events/277393028/
[2] https://datajournalism.com/read/longreads/data-visualisation-by-hand
[2] https://op.europa.eu/en/web/euopendatadays
[2] https://datatopics.worldbank.org/sdgatlas/
[1] https://twitter.com/doris_rj/status/1381739413110202368
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdWiCnJ85D1E%26list%3DPLbNzG9U26J3IKiM0KSrl0PZ95SLn6UBL-&q=EgS4SO-bGJiF34MGIhkA8aeDS3_feFSOLmxuHEG23crAFp0PkB5OMgFy

[1] https://www.reddit.com/comments/mpm6w0

Top URLs in Tweet in G10:
[5] https://www.esri.com/arcgis-blog/products/arcgis-online/announcements/new-arcgis-dashboards-is-out-of-beta/
[2] https://www.minneapolisfed.org/region-and-community/regional-economic-indicators/covid-19-and-the-ninth-district-economy-a-dashboard
[1] https://netzero.dataobservatory.eu/post/2021-03-11-environmental_data/
[1] https://datavis.europeandatajournalism.eu/obct/connectivity/
[1] https://www.reddit.com/r/dataisbeautiful/comments/mpm6w0/oc_where_every_plastic_ever_made_ended_up/
[1] https://filogeneti.ca/CoVizu/

Top Domains
Top Domains in Tweet in Entire Graph:
[559] reddit.com
[225] twitter.com
[143] kdnuggets.com
[140] github.com
[120] medium.com
[96] teespring.com
[91] wilkelab.org
[77] youtube.com
[58] datasciencecentral.com
[46] najeebmedia.com

Top Domains in Tweet in G1:
[91] github.com
[52] twitter.com
[28] reddit.com
[18] youtube.com
[16] observablehq.com
[15] wilkelab.org
[14] highcharts.com
[12] thebubbleboard.com
[7] github.io
[7] anaconda.org

Top Domains in Tweet in G2:
[416] reddit.com
[4] dataetc.org
[2] economist.com
[1] engaging-data.com
[1] flowingdata.com
[1] ssuiteoffice.com
[1] github.com
[1] twitter.com

Top Domains in Tweet in G3:
[139] kdnuggets.com
[94] medium.com
[94] teespring.com
[45] najeebmedia.com
[39] fiverr.com
[32] towardsdatascience.com
[32] google.com
[27] thenextweb.com
[21] techbullion.com
[16] gratu.net

Top Domains in Tweet in G4:
[74] wilkelab.org
[3] reddit.com
[3] cnrs.fr
[2] twitter.com
[2] flickr.com
[1] readthedocs-hosted.com

Top Domains in Tweet in G5:
[50] twitter.com
[18] economist.com
[17] github.io
[5] linkedin.com
[5] medium.com
[5] lebigdata.fr
[4] apur.org
[3] tableau.com
[3] github.com
[3] youtube.com

Top Domains in Tweet in G6:
[4] reddit.com
[2] twitter.com
[1] nytimes.com
[1] munsell.com
[1] github.io
[1] sonification.design
[1] africarivista.it

Top Domains in Tweet in G7:
[5] replug.link
[4] 7wdata.be
[3] sendinblue.com
[3] reddit.com
[2] medium.com
[2] datasciencecentral.com
[2] kaizenunlimitedllc.com
[1] bit.ly
[1] venngage.com
[1] teespring.com

Top Domains in Tweet in G8:
[26] tableau.com
[5] com.br
[3] ilsole24ore.com
[3] skillenhance.in
[3] customerinsightleader.com
[3] smartinternz.com
[3] twitter.com
[2] indiadatainsights.com
[2] healthdataviz.com
[2] youtube.com

Top Domains in Tweet in G9:
[7] worldbank.org
[5] twitter.com
[5] datajournalism.com
[4] meetup.com
[4] youtube.com
[4] org.br
[3] europa.eu
[3] journocode.com
[2] google.com
[1] reddit.com

Top Domains in Tweet in G10:
[5] esri.com
[2] minneapolisfed.org
[1] dataobservatory.eu
[1] europeandatajournalism.eu
[1] reddit.com
[1] filogeneti.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3582] dataviz
[1113] datascience
[996] ai
[903] analytics
[731] rstats
[707] python
[701] bigdata
[633] 30daychartchallenge
[543] 100daysofcode
[416] plastic



Top Hashtags in Tweet in G1:
[624] dataviz
[595] 30daychartchallenge
[315] rstats
[120] tidytuesday
[53] datascience
[42] ggplot2
[34] datavisualization
[26] r
[25] r4ds
[24] d3js

Top Hashtags in Tweet in G2:
[480] dataviz
[392] plastic
[6] covid19
[4] 30daychartchallenge
[3] recycling
[2] parenting
[2] wine
[2] rstats
[1] postcards
[1] plots

Top Hashtags in Tweet in G3:
[914] ai
[877] datascience
[806] analytics
[666] python
[576] bigdata
[541] dataviz
[532] 100daysofcode
[294] data
[287] rstats
[223] coding

Top Hashtags in Tweet in G4:
[98] dataviz
[84] rstats
[7] rspatial
[4] 30daychartchallenge
[3] plastic
[3] mobility
[2] temperature
[2] gistemp
[2] climateviz
[2] climatechange

Top Hashtags in Tweet in G5:
[173] dataviz
[20] datavisualization
[16] mapa
[16] violencia
[16] dadosabertos
[16] transparencia
[16] visualizacao
[13] datascience
[12] data
[9] analytics

Top Hashtags in Tweet in G6:
[160] dataviz
[13] datavis
[10] historicaldatavis
[10] onthisday
[10] otd
[7] todayinhistory
[7] show2021
[7] sonification
[3] color
[3] covid19

Top Hashtags in Tweet in G7:
[113] dataviz
[84] datascience
[53] ai
[42] fintech
[42] algorithms
[40] bigdata
[40] neuralnetworks
[35] analytics
[33] storytelling
[13] gps

Top Hashtags in Tweet in G8:
[62] dataviz
[50] tableau
[32] makeovermonday
[23] datafam
[10] powerbi
[8] datascience
[8] analytics
[8] datavisualization
[6] vizartpandey
[6] mmvizreview

Top Hashtags in Tweet in G9:
[85] dataviz
[10] data
[9] energy
[8] datajournalism
[7] podcast
[7] covid19
[7] euopendatadays
[6] betterdatavisualizations
[5] dataset
[5] opendata

Top Hashtags in Tweet in G10:
[69] dataviz
[57] arcgispro
[57] b3d
[42] gis
[36] geography
[32] geology
[30] iraq
[11] washington
[9] maps
[8] datascience

Top Words
Top Words in Tweet in Entire Graph:
[3582] #dataviz
[1534] data
[1113] #datascience
[996] #ai
[903] #analytics
[801] day
[731] #rstats
[705] #python
[701] #bigdata
[633] #30daychartchallenge

Top Words in Tweet in G1:
[634] day
[624] #dataviz
[595] #30daychartchallenge
[315] #rstats
[255] data
[151] circular
[122] using
[120] 12
[120] #tidytuesday
[116] code

Top Words in Tweet in G2:
[480] #dataviz
[474] randal_olson
[466] source
[392] #plastic
[390] made
[389] ended
[53] ohhh
[53] another
[53] aesthetically
[53] pleasing

Top Words in Tweet in G3:
[914] #ai
[877] #datascience
[806] #analytics
[666] #python
[651] data
[576] #bigdata
[541] #dataviz
[532] #100daysofcode
[330] catherineadenle
[301] infographic

Top Words in Tweet in G4:
[221] sjmgarnier
[220] years
[220] neglecting
[220] finally
[220] taking
[220] time
[220] update
[220] viridis
[220] lite
[220] come

Top Words in Tweet in G5:
[173] #dataviz
[39] data
[35] more
[23] dataviz
[20] #datavisualization
[20] see
[18] graphic
[17] 2020
[17] masculino
[17] detail

Top Words in Tweet in G6:
[160] #dataviz
[150] toll
[150] europe
[150] profound
[150] seen
[150] exceptional
[150] josh_h
[150] atmccann
[150] benjmueller
[149] erictopol

Top Words in Tweet in G7:
[113] #dataviz
[84] #datascience
[53] #ai
[50] frronconi
[43] ipfconline1
[42] fabriziobustama
[42] #fintech
[42] #algorithms
[40] #bigdata
[40] intuitively

Top Words in Tweet in G8:
[62] #dataviz
[50] #tableau
[50] data
[40] 2021
[37] tableau
[32] #makeovermonday
[32] nba
[28] week
[28] em
[27] 15

Top Words in Tweet in G9:
[85] #dataviz
[41] data
[25] visualization
[23] jschwabish
[21] learn
[21] datajournalism
[20] more
[18] infodesign
[18] dataviz
[16] 2021

Top Words in Tweet in G10:
[69] #dataviz
[69] yavaş
[57] #arcgispro
[57] #b3d
[53] geo_spatialist
[42] #gis
[40] map
[36] #geography
[32] #geology
[30] geological

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[506] #dataviz,source
[465] made,ended
[465] ended,#dataviz
[413] #plastic,made
[412] randal_olson,#plastic
[400] #analytics,#bigdata
[352] #100daysofcode,#ai
[330] #ai,#analytics
[263] data,science
[262] catherineadenle,infographic

Top Word Pairs in Tweet in G1:
[241] #30daychartchallenge,day
[122] #rstats,#dataviz
[110] day,11
[106] day,12
[84] day,10
[77] 11,circular
[69] day,13
[58] day,14
[54] #dataviz,#rstats
[53] 12,strips

Top Word Pairs in Tweet in G2:
[466] #dataviz,source
[389] #plastic,made
[389] made,ended
[389] ended,#dataviz
[388] randal_olson,#plastic
[53] ohhh,another
[53] another,aesthetically
[53] aesthetically,pleasing
[53] pleasing,way
[53] way,visualize

Top Word Pairs in Tweet in G3:
[385] #analytics,#bigdata
[344] #100daysofcode,#ai
[321] #ai,#analytics
[253] catherineadenle,infographic
[248] #bigdata,#rstats
[247] #rstats,#ai
[230] data,science
[165] #coding,#dataviz
[158] #data,#analytics
[132] #bigdata,#coding

Top Word Pairs in Tweet in G4:
[220] years,neglecting
[220] neglecting,finally
[220] finally,taking
[220] taking,time
[220] time,update
[220] update,viridis
[220] viridis,lite
[220] lite,come
[219] sjmgarnier,years
[219] come,bea

Top Word Pairs in Tweet in G5:
[18] #dataviz,see
[17] graphic,detail
[17] detail,#dataviz
[17] see,more
[16] 04,2020
[16] morte#1,masculino
[16] #mapa,#violencia
[16] #violencia,#dadosabertos
[16] #dadosabertos,#transparencia
[16] #transparencia,#dataviz

Top Word Pairs in Tweet in G6:
[150] toll,europe
[150] europe,profound
[150] profound,seen
[150] seen,exceptional
[150] exceptional,#dataviz
[150] #dataviz,josh_h
[150] josh_h,atmccann
[150] atmccann,benjmueller
[149] erictopol,toll
[10] #datavis,#historicaldatavis

Top Word Pairs in Tweet in G7:
[40] intuitively,#neuralnetworks
[40] #neuralnetworks,work
[40] work,#ai
[40] #ai,#datascience
[40] #datascience,#dataviz
[40] #dataviz,#fintech
[40] #fintech,#algorithms
[40] #algorithms,ipfconline1
[40] ipfconline1,fabriziobustama
[39] andi_staub,intuitively

Top Word Pairs in Tweet in G8:
[24] week,15
[17] #tableau,#dataviz
[17] data,visualisation
[15] dataviz,challenge
[14] 2021,04
[14] 12,00
[14] quer,descontos
[14] descontos,em
[14] em,nossos
[14] nossos,cursos

Top Word Pairs in Tweet in G9:
[25] data,visualization
[12] style,guides
[10] staff,webinar
[9] infodesign,plans
[9] 2021,issue
[9] issue,data
[9] visualization,point
[9] point,view
[9] view,information
[9] atlas,sustainable

Top Word Pairs in Tweet in G10:
[57] #arcgispro,#b3d
[34] #geography,#gis
[34] #gis,#dataviz
[32] #geology,#geography
[30] geological,map
[30] map,iraq
[30] iraq,1986
[30] 1986,#arcgispro
[30] #b3d,#iraq
[30] #iraq,#geology

Top Replied-To
Top Replied-To in Entire Graph:
@dataviz_
@storywithdata
@karurosuvgc
@sonjakuijpers
@lavergnetho
@bykorexx
@purogofi0
@cedscherer
@rodyzakovich
@goddamgeek

Top Replied-To in G1:
@sonjakuijpers
@maltext
@cedscherer
@pipinghotdata
@wearerladies
@jorgeraygo
@twitto_be
@maartenzam
@jotasolano
@omsteadily

Top Replied-To in G3:
@ai_miami
@strat_ai
@ms_sheks
@panel_org

Top Replied-To in G4:
@sjmgarnier

Top Replied-To in G8:
@stats_ninja
@shah_krishma25
@ap_skill
@randal_olson
@kr8cken
@tableaupublic

Top Replied-To in G9:
@coherencemed
@brenttoderian
@jschwabish

Top Replied-To in G10:
@geo_spatialist

Top Mentioned
Top Mentioned in Entire Graph:
@randal_olson
@catherineadenle
@sjmgarnier
@strat_ai
@ai_miami
@erictopol
@josh_h
@atmccann
@benjmueller
@isantosian

Top Mentioned in G1:
@jakekaupp
@dr_xeo
@30daychartchall
@usgs_datasci
@observablehq
@cnicault
@ikashnitsky
@ingrid_zoll
@elartedeldato
@dosullivan019

Top Mentioned in G2:
@randal_olson
@bartleyr
@data_etc
@dr_xeo
@rami_krispin
@cnicault
@geokaramanis
@odsc
@inlineptx
@exactlyallan

Top Mentioned in G3:
@catherineadenle
@strat_ai
@ai_miami
@isantosian
@harbrimah
@annepordon
@eli_krumova
@nmedia82
@cricketndtv
@cricbuzz

Top Mentioned in G4:
@sjmgarnier
@clauswilke
@_davecooley
@randal_olson
@botanagin
@anttilip
@sgillies
@rarohde
@aurel1char
@achimzeileis

Top Mentioned in G5:
@josh_ebner
@gnutiez
@chi2innovations
@echoechor
@ixtract
@ifad_gmbh
@rapportocoop

Top Mentioned in G6:
@josh_h
@atmccann
@benjmueller
@erictopol
@datavisfriendly
@datasonif
@randal_olson
@mcx83
@mathiasleroy_
@jteran2000

Top Mentioned in G7:
@frronconi
@ipfconline1
@fabriziobustama
@andi_staub
@ha
@flow
@kalydeoo
@hana_elsayyed
@joannmoretti
@pawlowskimario

Top Mentioned in G8:
@tableau
@vizwizbi
@bluedilphia
@paanalytics1
@tableaupublic
@adedamolaladipo
@edhec_bschool
@owenlhjphillips
@ap_skill
@avinashmreddy

Top Mentioned in G9:
@datajournalism
@jschwabish
@eu_opendata
@worldbankdata
@eu_eurostat
@statistik_wien
@dataw
@datawrapper
@journocode
@datavislisboa

Top Mentioned in G10:
@geo_spatialist
@milos_agathon
@alperucok
@gis_bandit
@randal_olson
@dataandlyrics
@minneapolisfed
@art_poon
@esri
@esrifederalgovt

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@gambiste1
@_redfrog
@aaroncuddeback
@evankirstel
@xaelbot
@codedailybot

Top Tweeters in G1:
@gambiste1
@bexxmodd
@skynews
@washingtonpost
@rstatstweet
@bbbcccnnn
@004clinden
@dnaed_tech
@patscap
@albertocairo

Top Tweeters in G2:
@aldoceccarelli
@rhcm123
@suestroud
@agussari
@tggleeson
@gontsa
@damianome
@craigbob99
@_betterwithage
@geophf

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@aaroncuddeback
@xaelbot
@codedailybot
@rosenchild
@codernotesbot
@cybersecurityn8

Top Tweeters in G4:
@juanseapi
@disfrutalacienc
@dccc_phd
@mdsumner
@habrazeau
@geschichtenpost
@jmtoralc
@millerdl
@thomasg77
@bob_calder

Top Tweeters in G5:
@pfanderson
@gnutiez
@salomonoli
@mathhombre
@_daffyduke_
@adamson
@corinne_podger
@duncangeere
@juramaga
@tmasada

Top Tweeters in G6:
@_redfrog
@kimvie
@njdoc
@ansisegle
@kane007
@midusamom
@eu504
@btptechsearch
@ayirpelle
@gailwaldby

Top Tweeters in G7:
@evankirstel
@rvp
@fintechna
@ssxman2
@artificialbra1n
@shicooks
@openmarketingtv
@lesguer_lionel
@rldi_lamy
@yvesmulkers

Top Tweeters in G8:
@dataaugmented
@money_personal
@daniel14109238
@parallelecinico
@unicef
@suhnyllakler
@greekoutdoors
@praveenmanken
@doughallphd
@tableau

Top Tweeters in G9:
@steltenpower
@valdiviesojavi
@margymaclibrary
@info_aus
@axios
@marianatrobosky
@msexcel
@sciam
@worldbank
@brenttoderian

Top Tweeters in G10:
@arjpascal
@cengizuzun15
@toudajew
@teooocoos
@gokkurt_aksu
@keleccini
@hachetw
@emrefath
@ertem_emre
@bratvamos