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dataviz OR datavis since:2023-03-27 until:2023-04-03 Twitter NodeXL SNA Map and Report for Monday, 0 (experimental version)
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From:
SMRFoundation
Uploaded on:
April 03, 2023
Short Description:
dataviz OR datavis since:2023-03-27 until:2023-04-03 via NodeXL https://bit.ly/3m2dI9M
@rosanaferrero
@geospatial_py
@milos_agathon
@neilrkaye
@rstatstweet
@kirkdborne
@parajulisaroj16
@chidambara09
@bbbcccnnn
@griddbcommunity

Top hashtags:
#dataviz
#digitalhealth

Description:
Description
The graph represents a network of 3,873 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-03-27 until:2023-04-03", 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 Monday, 03 April 2023 at 10:42 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 27 March 2023 at 00:02 UTC to Sunday, 02 April 2023 at 23:45 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 : 3873
Unique Edges : 5887
Edges With Duplicates : 9956
Total Edges : 15843
Number of Edge Types : 5
Retweet : 5354
MentionsInRetweet : 6054
Tweet : 886
Mentions : 3283
Replies to : 266
Self-Loops : 1782
Reciprocated Vertex Pair Ratio : 0.0143432715551974
Reciprocated Edge Ratio : 0.0282809024467747
Connected Components : 391
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 2835
Maximum Edges in a Connected Component : 13911
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.840323
Graph Density : 0.000419704758307674
Modularity : 0.36989
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,873 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-03-27 until:2023-04-03", 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 Monday, 03 April 2023 at 10:42 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 27 March 2023 at 00:02 UTC to Sunday, 02 April 2023 at 23:45 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:2023-03-27 until:2023-04-03
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:
[173] https://www.amazon.com/Better-Data-Visualizations-Scholars-Researchers/dp/0231193114?&linkCode=sl1&tag=kirkdborne-20&linkId=1f36be207a3eccd9edda0e0d0e90cd45&language=en_US&ref_=as_li_ss_tl
[164] https://socviz.co/
[100] https://pyoflife.com/create-a-dashboard-in-r/
[76] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[71] https://pyoflife.com/how-to-create-a-population-pyramid-in-r/
[68] http://ft-interactive.github.io/visual-vocabulary/
[67] https://www.youtube.com/watch?v=8kunLjakT0c&feature=youtu.be

[67] https://rstudio.github.io/crosstalk/using.html
[67] https://uncharteddata.netlify.app/posts/2021-03-09-adding-crosstalk-interactivity/
[67] https://www.amazon.com/Pandas-Cookbook-Ted-Petrou/dp/1784393878?&linkCode=sl1&tag=kirkdborne-20&linkId=9db4edc6af51dad90d2150b55f314b99&language=en_US&ref_=as_li_ss_tl

Top URLs in Tweet in G1:
[154] https://socviz.co/
[65] http://ft-interactive.github.io/visual-vocabulary/
[54] https://rstudio.github.io/crosstalk/using.html
[54] https://uncharteddata.netlify.app/posts/2021-03-09-adding-crosstalk-interactivity/
[50] https://www.maximaformacion.es/blog-dat/tamano-muestral-y-potencia-estadistica/
[37] https://www.science.org/doi/10.1126/science.aaa6146
[32] https://www.data-to-viz.com/
[30] https://docs.r-wasm.org/webr/latest/
[21] https://cran.r-project.org/web/packages/skimr/vignettes/skimr.html
[20] https://t.co/i8m90cqdj1

Top URLs in Tweet in G2:
[76] https://pyoflife.com/create-a-dashboard-in-r/
[62] https://www.youtube.com/watch?v=8kunLjakT0c&feature=youtu.be

[49] https://pyoflife.com/how-to-create-a-population-pyramid-in-r/
[27] https://pyoflife.com/beginning-data-science-in-r-data-analysis-visualization-and-modelling-for-the-data-scientist-pdf/
[21] https://pyoflife.com/five-tips-to-improve-your-r-code/
[18] https://github.com/ESDS-Leipzig/sen2nbar
[18] https://sen2nbar.readthedocs.io/
[16] https://datacornering.com/how-to-create-a-simple-heatmap-in-r-ggplot2/
[15] https://github.com/BjnNowak/TidyTuesday/blob/main/SC_Microbiome.R
[14] https://landgeist.com/2023/04/01/sugar-consumption-in-europe/

Top URLs in Tweet in G4:
[161] https://www.amazon.com/Better-Data-Visualizations-Scholars-Researchers/dp/0231193114?&linkCode=sl1&tag=kirkdborne-20&linkId=1f36be207a3eccd9edda0e0d0e90cd45&language=en_US&ref_=as_li_ss_tl
[56] https://www.amazon.com/Pandas-Cookbook-Ted-Petrou/dp/1784393878?&linkCode=sl1&tag=kirkdborne-20&linkId=9db4edc6af51dad90d2150b55f314b99&language=en_US&ref_=as_li_ss_tl
[16] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fthe-portfolio-that-got-me-a-data-scientist-job-513cc821bfe4
[6] https://pyoflife.com/how-to-create-a-population-pyramid-in-r/
[5] https://learncrunch.com
[4] https://pyoflife.com/beginning-data-science-in-r-data-analysis-visualization-and-modelling-for-the-data-scientist-pdf/
[4] https://pyoflife.com/create-a-dashboard-in-r/
[4] https://socviz.co/
[3] https://www.mltut.com/best-online-courses-for-machine-learning-and-data-science/
[3] https://www.appdynamics.com/webinar/introducing-the-grafana-plugin-for-appdynamics-cloud

Top URLs in Tweet in G5:
[76] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[15] https://griddb.net/en/blog/create-interactive-dashboard-with-streamlit-python-and-griddb/
[14] https://griddb.net/en/blog/sky-rocketing-prices-inflation-an-analysis-using-griddb-and-python/
[14] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[10] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/
[9] https://griddb.net/en/blog/alien-life-on-earth-analysis-using-griddb-and-python/
[6] https://www.mltut.com/best-online-courses-for-data-science-to-become-a-skilled-data-scientist/
[6] https://www.vizwiz.com/2023/03/containers.html
[4] https://pub.towardsai.net/shapash-making-ml-models-understandable-by-everyone-8f96ad469eb3
[4] https://twitter.com/sonu_monika/status/1612011366231203840

Top URLs in Tweet in G6:
[28] https://bryanwhiting.github.io/dsnews/
[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
[4] https://www.upwork.com/services/product/google-data-studio-reports-for-your-website-search-console-google-ads-1350113375819354112
[4] https://vizi.education
[4] https://www.amazon.com/dp/B084763QDL/ref=as_li_ss_tl?keywords=cuda+education+vulkan&qid=1580084760&sr=8-2&linkCode=sl1&tag=nickdancriddr-20&linkId=0f9d34f1a0bd904d3c92669736612dc5&language=en_US
[4] https://www.youtube.com/watch?v=FlIlX88hV7c&feature=youtu.be

[3] https://twitter.com/jburnmurdoch/status/1641799627128143873

Top URLs in Tweet in G7:
[9] https://medium.com/@onlinetranslatortool/healthcare-industry-9298fd604dfe?source=topics_v2---------17-89--------------------161e397b_a4ec_4d6f_bdc1_de17115285e2-------17
[8] https://www.forbes.com/sites/forbesagencycouncil/2023/03/24/health-marketing-for-government-agencies-the-power-of-data-driven-decisions/
[8] https://www.forbes.com/sites/sallypipes/2023/03/27/the-future-of-health-care-is-here-if-you-know-where-to-look/
[8] https://www.forbes.com/sites/forbestechcouncil/2023/03/29/how-retailers-can-maximize-their-data-and-personalize-promotions/
[8] https://www.forbes.com/sites/forbestechcouncil/2023/03/29/how-to-build-and-execute-a-successful-data-strategy/
[8] https://www.forbes.com/sites/forbestechcouncil/2023/03/28/why-the-evolution-of-data-storage-matters/
[7] https://www.forbes.com/sites/forbestechcouncil/2023/03/22/aging-and-health-the-importance-of-preventative-care-technology/
[7] https://blogs.sw.siemens.com/electronic-systems-design/2023/03/17/pcb-design-best-practices-concurrent-design/?cmpid-9050=&spr_cid=120_13955&spr_apid=300000460085187
[6] https://www.forbes.com/sites/forbesbusinesscouncil/2023/03/24/how-companies-can-create-a-culture-that-prioritizes-mental-health/
[6] https://www.forbes.com/sites/forbesbusinesscouncil/2023/03/22/2023-predictions-for-the-sports-and-health-technology-industry/

Top URLs in Tweet in G8:
[10] https://nightingaledvs.com/book-review-making-with-data/
[9] https://posgrados.centro.edu.mx/e-visualizacion-datos/
[8] https://www.bbc.co.uk/ideas/videos/five-charts-that-changed-the-world/p0fb69c1
[6] https://www.bbc.co.uk/ideas/videos/five-charts-that-changed-the-world/p0fb69c1?playlist=made-in-partnership-with-the-royal-society
[6] https://www.eventbrite.com/e/d3-and-data-visualization-session-2-tickets-571138529717
[5] https://www.datavis-lisboa.pt/
[4] https://nightingaledvs.com/inclusion-and-exclusion-in-emma-willard-maps-of-history/
[4] https://twitter.com/sxywu/status/1641837076801888256
[4] https://www.womeninanalytics.com/podcast?utm_campaign=podcast_jennschilling&utm_source=linkedin&utm_medium=organic_social&utm_content=1680114243
[4] https://github.com/tifa365/CherryBlossomTimeSeries

Top URLs in Tweet in G9:
[5] https://www.behance.net/gallery/151474693/The-Slow-Loss-La-Lettura-dataviz
[4] https://alberts-newsletter.beehiiv.com/subscribe
[3] https://dataviz-inspiration.com/
[3] https://www.anychart.com/blog/2023/03/22/flow-map/
[1] https://datavizuniverse.substack.com/p/march-2023-dataviz-universe-monthly
[1] https://pyoflife.com/five-tips-to-improve-your-r-code/
[1] https://www.anychart.com/blog/2022/10/14/word-tree-js/
[1] https://www.anychart.com/blog/2023/03/16/box-and-whisker-plot-javascript/
[1] https://github.com/quarto-ext/lightbox
[1] https://cran.r-project.org/web/packages/skimr/vignettes/skimr.html

Top URLs in Tweet in G10:
[23] https://link.medium.com/kRtrr8umxyb
[16] https://link.medium.com/h7NHxVcuuyb
[16] https://bibtex.eu/blog/top-visualization-packages-for-r-in-2023/
[5] https://github.com/quarto-ext/lightbox
[4] https://socviz.co/
[4] https://pyoflife.com/create-a-dashboard-in-r/
[3] https://pyoflife.com/how-to-create-a-population-pyramid-in-r/
[2] https://www.youtube.com/watch?v=8kunLjakT0c&feature=youtu.be

[2] https://pyoflife.com/beginning-data-science-in-r-data-analysis-visualization-and-modelling-for-the-data-scientist-pdf/
[2] https://github.com/sicarul/xray

Top Domains
Top Domains in Tweet in Entire Graph:
[847] medium.com
[642] forbes.com
[348] twitter.com
[298] github.com
[247] amazon.com
[241] pyoflife.com
[173] github.io
[165] socviz.co
[156] youtube.com
[152] griddb.net

Top Domains in Tweet in G1:
[154] socviz.co
[120] github.io
[63] maximaformacion.es
[54] netlify.app
[37] science.org
[35] pyoflife.com
[32] data-to-viz.com
[30] r-wasm.org
[26] github.com
[23] r-project.org

Top Domains in Tweet in G2:
[216] github.com
[173] pyoflife.com
[99] youtube.com
[39] landgeist.com
[33] twitter.com
[22] ojrq.net
[21] datacornering.com
[18] readthedocs.io
[13] kaggle.com
[12] github.io

Top Domains in Tweet in G4:
[217] amazon.com
[17] pyoflife.com
[16] medium.com
[5] learncrunch.com
[4] urban.org
[4] socviz.co
[3] mltut.com
[3] appdynamics.com
[3] substack.com
[3] twitter.com

Top Domains in Tweet in G5:
[148] griddb.net
[16] tableau.com
[16] twitter.com
[6] medium.com
[6] mltut.com
[6] vizwiz.com
[4] towardsai.net
[4] whizlabs.com
[3] squirrel365.io
[3] learnopencv.com

Top Domains in Tweet in G6:
[31] twitter.com
[28] economist.com
[28] github.io
[14] chi2innovations.com
[7] amazon.com
[7] vizi.education
[7] youtube.com
[7] reddit.com
[6] tableau.com
[6] bit.ly

Top Domains in Tweet in G7:
[765] medium.com
[642] forbes.com
[76] co.uk
[50] trib.al
[29] neurosciencenews.com
[27] digitaltrends.com
[21] wsj.com
[20] financemagnates.com
[19] paymentandbanking.com
[16] technative.io

Top Domains in Tweet in G8:
[25] twitter.com
[18] nightingaledvs.com
[14] co.uk
[9] edu.mx
[8] eventbrite.com
[5] github.com
[5] datavis-lisboa.pt
[4] infogr8.com
[4] datavisualizationsociety.org
[4] womeninanalytics.com

Top Domains in Tweet in G9:
[5] behance.net
[5] anychart.com
[4] beehiiv.com
[3] dataviz-inspiration.com
[1] substack.com
[1] pyoflife.com
[1] github.com
[1] r-project.org

Top Domains in Tweet in G10:
[39] medium.com
[16] bibtex.eu
[9] pyoflife.com
[7] github.com
[4] socviz.co
[3] github.io
[2] youtube.com
[2] amazon.com
[2] netlify.app
[1] r-wasm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6689] dataviz
[2477] digitalhealth
[2445] healthtech
[2436] datascientist
[2340] web3
[2321] cx
[2318] smartcity
[2315] csuite
[1820] himss23
[1717] datascience



Top Hashtags in Tweet in G1:
[832] dataviz
[741] datascience
[594] rstats
[477] stats
[378] analytics
[369] python
[320] data
[310] ml
[263] programming
[244] datavisualization

Top Hashtags in Tweet in G2:
[1135] dataviz
[825] rstats
[463] datascience
[225] dataanalytics
[211] geospatial
[194] maps
[189] 30daychartchallenge
[168] r
[164] programming
[107] tidytuesday

Top Hashtags in Tweet in G3:
[311] dataviz
[309] 30daymapchallenge
[309] worldisnotflat
[309] day28
[2] maps
[2] gis
[2] projectionmapping
[2] mapping

Top Hashtags in Tweet in G4:
[276] datascience
[270] dataviz
[225] datascientists
[167] statistics
[161] datastorytelling
[161] visualanalytics
[161] bedatabrilliant
[123] coding
[73] machinelearning
[71] python

Top Hashtags in Tweet in G5:
[205] dataviz
[172] python
[149] griddb
[105] iot
[76] la
[76] losangeles
[53] dataanalysis
[51] foss
[43] nyc
[42] opensource

Top Hashtags in Tweet in G6:
[255] dataviz
[40] datavisualization
[33] dataanalytics
[30] data
[24] datascience
[16] dataanalysis
[12] python
[11] analytics
[10] tableau
[10] ml

Top Hashtags in Tweet in G7:
[2488] dataviz
[2473] digitalhealth
[2445] healthtech
[2327] web3
[2318] smartcity
[2316] datascientist
[2316] cx
[2315] csuite
[1820] himss23
[1066] ai

Top Hashtags in Tweet in G8:
[140] dataviz
[23] infographics
[17] illustration
[16] datavisualization
[15] design
[11] data
[9] scicomm
[9] physicalization
[9] datafam
[8] informationgraphics

Top Hashtags in Tweet in G9:
[43] rstats
[37] dataviz
[5] javascript
[4] datascience
[2] maps
[2] stats
[1] dataanalytics
[1] webdev
[1] mapping
[1] wordtree

Top Hashtags in Tweet in G10:
[80] dataviz
[73] rstats
[46] datascience
[25] r
[16] ggplot2
[16] visualization
[16] datavis
[16] techmahindra
[14] programming
[9] stats

Top Words
Top Words in Tweet in Entire Graph:
[6924] #dataviz
[2800] #ai
[2626] #bigdata
[2544] #himss23
[2507] #ehealth
[2481] #digitalhealth
[2479] #mhealth
[2459] #telehealth
[2446] #healthtech
[2445] #datascientist

Top Words in Tweet in G1:
[978] datos
[869] #dataviz
[800] #datascience
[624] #rstats
[514] #stats
[502] tus
[410] #analytics
[375] #python
[358] manera
[353] #data

Top Words in Tweet in G2:
[1199] #dataviz
[870] #rstats
[487] #datascience
[360] data
[260] create
[238] #geospatial
[230] #dataanalytics
[202] #maps
[194] map
[189] #30daychartchallenge

Top Words in Tweet in G3:
[311] animating
[311] #dataviz
[311] size
[311] relation
[311] each
[311] projection
[311] mercator
[309] countries
[309] territories
[309] correct

Top Words in Tweet in G4:
[286] #dataviz
[276] #datascience
[249] data
[225] #datascientists
[217] book
[167] #statistics
[163] love
[163] jschwabish
[163] visualizations
[162] well

Top Words in Tweet in G5:
[232] #dataviz
[217] data
[185] #python
[150] #griddb
[132] #iot
[112] tableau
[92] read
[92] visualize
[79] used
[78] help

Top Words in Tweet in G6:
[255] #dataviz
[82] data
[55] more
[42] see
[40] #datavisualization
[33] #dataanalytics
[30] #data
[30] graphic
[28] detail
[24] #datascience

Top Words in Tweet in G7:
[2544] #himss23
[2516] #ai
[2503] #ehealth
[2493] #dataviz
[2480] #bigdata
[2477] #digitalhealth
[2475] #mhealth
[2455] #telehealth
[2446] #healthtech
[2375] chidambara09

Top Words in Tweet in G8:
[142] #dataviz
[71] data
[45] today
[24] d3
[23] #infographics
[21] timeline
[20] dataviz
[20] check
[18] design
[18] nightingale

Top Words in Tweet in G9:
[113] dataviz
[81] principles
[46] data
[43] #rstats
[42] teach
[41] effective
[41] visualization
[41] easy
[40] complicated
[40] simple

Top Words in Tweet in G10:
[84] #dataviz
[74] #rstats
[65] data
[55] 2023
[55] packages
[55] citedrive
[48] #datascience
[44] visualization
[39] consider
[25] #r

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2325] #dataviz,#datascientist
[2318] #ehealth,#finserv
[2318] #finserv,#insurtech
[2318] #datascientist,#csuite
[2318] #ai,#frenchtech
[2318] #healthtech,#smartcity
[2318] #smartcity,#dataviz
[2318] #cx,#ehealth
[2318] #web3,#cx
[2318] #digitalhealth,#web3

Top Word Pairs in Tweet in G1:
[332] visualización,datos
[269] tus,datos
[227] #stats,#analytics
[206] manera,efectiva
[202] #rstats,#datascience
[184] datos,manera
[180] #data,#stats
[176] recursos,mejorar
[174] consejos,usar
[174] hbaniecki,#rstats

Top Word Pairs in Tweet in G2:
[243] #rstats,#dataviz
[188] #rstats,#datascience
[178] #datascience,#rstats
[165] #datascience,#dataviz
[156] #programming,#r
[145] #dataviz,#maps
[136] #maps,#geospatial
[130] #dataanalytics,#dataviz
[129] #dataviz,#programming
[106] population,pyramid

Top Word Pairs in Tweet in G3:
[311] mercator,projection
[311] animating,mercator
[309] correct,size
[309] #dataviz,#30daymapchallenge
[309] countries,territories
[309] size,shape
[309] each,#dataviz
[309] shape,relation
[309] #worldisnotflat,#day28
[309] territories,correct

Top Word Pairs in Tweet in G4:
[222] #datascience,#datascientists
[163] data,visualizations
[161] love,beautiful
[161] well,published
[161] #datastorytelling,#statistics
[161] #dataviz,#datastorytelling
[161] #datascientists,#bedatabrilliant
[161] beautiful,extraordinarily
[161] extraordinarily,well
[161] better,data

Top Word Pairs in Tweet in G5:
[91] visualize,data
[80] #dataviz,#python
[76] tableau,used
[76] county,see
[76] help,visualize
[76] quality,data
[76] data,points
[76] analyzed,air
[76] epa,#la
[76] california,wildfires

Top Word Pairs in Tweet in G6:
[30] see,more
[28] detail,#dataviz
[28] graphic,detail
[28] #dataviz,see
[19] data,visualization
[18] #dataviz,#datavisualization
[13] #data,#dataviz
[12] usdt,pnl
[9] #datavisualization,#dataviz
[8] display,data

Top Word Pairs in Tweet in G7:
[2318] #datascientist,#csuite
[2318] #smartcity,#dataviz
[2318] #ehealth,#finserv
[2318] #web3,#cx
[2318] #healthtech,#smartcity
[2318] #csuite,#digitalhealth
[2318] #finserv,#insurtech
[2318] #digitalhealth,#web3
[2318] #cx,#ehealth
[2318] #dataviz,#datascientist

Top Word Pairs in Tweet in G8:
[18] #infographics,#dataviz
[17] amazingly,illustrated
[17] #illustration,#infographics
[17] copy,#illustration
[17] timeline,sanjinez
[17] scmp,print
[17] print,copy
[17] sanjinez,today
[17] illustrated,timeline
[17] today,scmp

Top Word Pairs in Tweet in G9:
[81] dataviz,principles
[41] data,visualization
[40] principles,six
[40] simple,implement
[40] fact,ggplot
[40] implement,effective
[40] visualization,complicated
[40] ggplot,makes
[40] makes,dead
[40] easy,beginner

Top Word Pairs in Tweet in G10:
[42] #rstats,#dataviz
[41] data,visualization
[39] visualization,packages
[39] citedrive,#rstats
[39] consider,2023
[39] 2023,citedrive
[39] packages,consider
[16] #visualization,packages
[16] data,storytelling
[16] storytelling,game

Top Replied-To
Top Replied-To in Entire Graph:
@labordeolivier
@sonu_monika
@emlylabs
@jagersbergknut
@danfiehn
@anthonyrochand
@softclouds
@dataviz_
@pablitopr86
@asokan_telecom

Top Replied-To in G2:
@tanya_shapiro
@tamsgeorge1
@researchremora

Top Replied-To in G4:
@jschwabish
@kristinagrozic

Top Replied-To in G5:
@gretathunberg
@nonso_analytics
@vizwizbi

Top Replied-To in G7:
@labordeolivier
@sonu_monika
@emlylabs
@jagersbergknut
@danfiehn
@anthonyrochand
@softclouds
@iamaritrag
@unfoldlabs
@asokan_telecom

Top Replied-To in G8:
@maartenzam
@pokateo_
@jasonforrestftw
@colin_hung
@ufollow_me_now5
@datavizsociety

Top Replied-To in G9:
@muhamma99143582
@issa_madjid
@rappa753
@rdwdw
@tomoffrede
@courtprojects

Top Mentioned
Top Mentioned in Entire Graph:
@enilev
@betamoroney
@chidambara09
@alicjagosiewska
@hbaniecki
@jschwabish
@kjhealy
@tableau
@khulood_almani
@evasmartai

Top Mentioned in G1:
@alicjagosiewska
@hbaniecki
@kjhealy
@r_tipss
@rosanaferrero
@posit_pbc
@boyiguo
@jschwabish
@tedpetrou
@cedscherer

Top Mentioned in G2:
@copernicusecmwf
@pablorros_
@30daychartchall
@r4dscommunity
@eu_eurostat
@worldbankdata
@musmekh
@observablehq
@chiefsrugby
@milos_agathon

Top Mentioned in G4:
@jschwabish
@tedpetrou
@learncrunch_
@sharoz
@alangwilson
@max_graze
@amycesal
@kjhealy
@tut_ml
@appdynamics

Top Mentioned in G5:
@tableau
@epa
@streamlit
@kaggle
@tableaupublic
@deloitte
@sheraj99
@sonu_monika
@cloudpreacher
@unicef

Top Mentioned in G6:
@jan6thdata
@ourdata1

Top Mentioned in G7:
@enilev
@betamoroney
@chidambara09
@khulood_almani
@evasmartai
@sonu_monika
@bimedotcom
@tobiaskintzel
@analytics_659
@shi4tech

Top Mentioned in G8:
@sanjinez
@bbcideas
@jasonforrestftw
@datavizjenn
@royalsociety
@ed_hawkins
@alexselbyb
@datavizsociety
@nadiehbremer
@sxywu

Top Mentioned in G9:
@michelaz988
@savetonotion
@tanya_shapiro

Top Mentioned in G10:
@citedrive
@bibtex_eu
@datanautes
@phdwhite
@rladiescam
@kjhealy
@alicjagosiewska
@hbaniecki
@rfortherest
@rosanaferrero

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@kareikitchen
@javascriptd
@ansisegle
@bernelarry
@rvp
@savetonotion
@business
@digestwordpress
@fabien_fichaux

Top Tweeters in G1:
@huwsayer
@vpaulve
@dccc_phd
@rocko_basilisk
@fernandonaranjo
@ryanlcooper
@teoriantropolog
@ronazamm
@harryriedl
@newfxfs

Top Tweeters in G2:
@calcaware
@pvalsfr
@niszet0
@rstatstweet
@nefeerr
@scipiondesalm
@theworldwatch
@disfrutalacienc
@snipeyhead
@publichealthmap

Top Tweeters in G3:
@ansisegle
@hughjaeger
@auhsdbond
@fbonacci
@madnjomz
@niemieckapolity
@humboldtbunny
@mobkay
@maumauzdaughter
@mtanichthys

Top Tweeters in G4:
@ricardo_ik_ahau
@ilovebooks786
@projektxpand
@southstep
@parvez1
@kirkdborne
@alternative200
@markedeschaine
@cottila
@rexacz

Top Tweeters in G5:
@kareikitchen
@bernelarry
@hc_wss
@purevdo27046751
@priengmond
@lebalzin
@nafee77
@rameshsaini089
@o_aidee
@ackah_albertino

Top Tweeters in G6:
@money_personal
@cipherstorm
@motttey
@brazilsfe
@sixandlaura
@rimwellc
@actuallyreal33
@pantelischio
@dd_serena_
@voidthatbinds

Top Tweeters in G7:
@chidambara09
@rvp
@ssxman2
@laveilletechno
@nytimes
@mashable
@nicochan33
@forbes
@washingtonpost
@caring_mobile

Top Tweeters in G8:
@mktsutherland
@_undertheseaa
@snevinoj
@panggogis
@nickisnpdx
@fivethirtyeight
@tapum
@poontany
@colin_hung
@auradeluxe

Top Tweeters in G9:
@savetonotion
@nemiahfelipe3
@darwinb0y
@themaryamo
@kapaze
@kyle_ireton
@satriahelmy
@anaelena_md
@jesusguti_
@yutakanzawa

Top Tweeters in G10:
@charlyaztec
@monrodriguez
@20bluecrowns
@candidomtz
@jcampuza
@corpliazon
@pepeok_
@phisolver
@doh_bams
@pablo_albertus


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