The graph represents a network of 5,059 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 28 September 2019 at 02:39 UTC.
The requested start date was Friday, 27 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 7-day, 5-hour, 58-minute period from Thursday, 19 September 2019 at 18:01 UTC to Friday, 27 September 2019 at 00:00 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
Vertices : 5059
Unique Edges : 6630
Edges With Duplicates : 889
Total Edges : 7519
Number of Edge Types : 3
Mentions : 6067
Replies to : 209
Tweet : 1243
Self-Loops : 1243
Reciprocated Vertex Pair Ratio : 0.022446881425634
Reciprocated Edge Ratio : 0.0439081615552204
Connected Components : 1075
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 1654
Maximum Edges in a Connected Component : 3121
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.028111
Graph Density : 0.00023319140195515
Modularity : 0.790929
NodeXL Version : 1.0.1.419
Top URLs in Tweet in Entire Graph:
[46] http://www.thefunctionalart.com/2019/09/new-data-journalism-and-visualization.html [35] https://knightcenter.utexas.edu/blog/00-21232-learn-do-data-journalism-and-visualization-using-free-tools-new-trilingual-mooc-regist [35] https://school.geekwall.in/p/S1vDAFLfS/the-next-level-of-data-visualization-in-python [28] https://journalismcourses.org/DATA0819.html [27] https://www.kdnuggets.com/2019/08/simpliv-data-visualization-data-analyst.html [23] https://venturebeat.com/2019/09/19/magic-leap-shows-off-free-concept-apps-with-ar-data-visualization/ [22] https://www.kdnuggets.com/2018/12/machine-learning-data-visualization-deep-learning-tools.html [21] https://www.r-bloggers.com/how-to-build-analytics-platforms-part-5-data-visualization-and-reliable-results/ [20] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [20] https://heremaps.github.io/harp.gl Top URLs in Tweet in G1:
[10] https://www.healthcareitnews.com/news/how-hhs-innovating-data-aggregation-and-visualization-boost-pop-health [10] https://school.geekwall.in/p/S1vDAFLfS/the-next-level-of-data-visualization-in-python [8] https://venturebeat.com/2019/09/19/magic-leap-shows-off-free-concept-apps-with-ar-data-visualization/ [8] https://knightcenter.utexas.edu/blog/00-21232-learn-do-data-journalism-and-visualization-using-free-tools-new-trilingual-mooc-regist [6] https://zpy.io/ca/f0e6f0ec [6] https://www.udemy.com/course/complete-data-wrangling-data-visualization-with-r/ [5] http://Kumo.io [5] https://zpy.io/ca/3afdeac2 [4] http://www.thefunctionalart.com/2019/09/new-data-journalism-and-visualization.html [4] https://www.fastcompany.com/90405797/the-story-behind-the-viral-graphic-that-electrified-the-climate-movement Top URLs in Tweet in G3:
[26] https://www.kdnuggets.com/2019/08/simpliv-data-visualization-data-analyst.html [22] https://school.geekwall.in/p/S1vDAFLfS/the-next-level-of-data-visualization-in-python [20] https://www.kdnuggets.com/2018/12/machine-learning-data-visualization-deep-learning-tools.html [20] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [18] https://www.datasciencecentral.com/profiles/blogs/why-every-data-science-aspirant-should-learn-data-visualization [17] https://www.r-bloggers.com/how-to-build-analytics-platforms-part-5-data-visualization-and-reliable-results/ [14] http://tweetedtimes.com/topic/BrianBBrian/data-visualization?s=tnp [13] https://www.r-bloggers.com/?p=186845 [10] https://medium.com/better-programming/handy-data-visualization-functions-in-matplotlib-seaborn-to-speed-up-your-eda-241ba0a9c47d [10] - Top URLs in Tweet in G4:
[38] http://www.thefunctionalart.com/2019/09/new-data-journalism-and-visualization.html [25] https://journalismcourses.org/DATA0819.html [14] https://knightcenter.utexas.edu/blog/00-21232-learn-do-data-journalism-and-visualization-using-free-tools-new-trilingual-mooc-regist [5] https://twitter.com/i/web/status/1176200060989837313 [2] https://dataanddragons.wordpress.com/2019/09/24/glass-benches-genre-and-minimalism-in-data-visualization/ [2] https://twitter.com/Antzee_/status/1176036157462929409 [2] http://www.sthda.com/english/wiki/ggplot2-pie-chart-quick-start-guide-r-software-and-data-visualization [2] https://www.meetup.com/Atlanta-Data-Viz/events/263674526/ [2] https://www.washingtonpost.com/graphics/2019/politics/impeachment-support-house-democrats/?tid=ss_tw [2] http://tweetedtimes.com/topic/rtkrum/cool-infographics-people?s=tnp Top URLs in Tweet in G5:
[3] https://theconversation.com/showyourstripes-how-climate-data-became-a-cultural-icon-123457 [2] https://www.economist.com/leaders/2019/09/19/the-climate-issue [1] https://twitter.com/callanbentley/status/1175534604863717377 [1] https://twitter.com/huprice/status/1143904615538106369?s=12 [1] http://www.thefunctionalart.com/2019/09/new-data-journalism-and-visualization.html Top URLs in Tweet in G6:
[8] https://knightcenter.utexas.edu/blog/00-21232-learn-do-data-journalism-and-visualization-using-free-tools-new-trilingual-mooc-regist [2] https://gijn.org/2019/09/19/gijns-data-journalism-top-10-plastic-mountains-sharpiegate-stopwatch-analysis-collaborative-software/ [2] https://www.eventbrite.com/e/data-visualization-society-nyc-meet-up-september-tickets-67919871163 [2] https://biztechmagazine.com/article/2019/08/why-it-business-leaders-need-know-how-present-data-visualization?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com [2] https://medium.com/nightingale/the-day-i-thought-i-misled-the-president-of-the-united-states-a-comedic-visualization-tale-5614eeed6d5c [2] https://migration.iom.int/ [1] https://gijn.org/2019/09/18/gijn-unveils-new-data-journalism-resource/ [1] https://gijn.org/data-journalism-the-gijn-collection/ [1] https://medium.com/nightingale/beyond-nightingale-being-a-woman-in-data-visualization-d7968d171ccf [1] https://www.datavisualizationsociety.com/join Top URLs in Tweet in G9:
[2] visualization" [1] https://www.davidrumsey.com/luna/servlet/detail/RUMSEY~8~1~315043~90083688:The-Temple-of-Time?sort=Pub_List_No_InitialSort,Pub_Date,Pub_List_No,Series_No&qvq=q:subject%3D"data [1] ;sort:Pub_List_No_InitialSort,Pub_Date,Pub_List_No,Series_No;lc:RUMSEY~8~1&mi=12&trs=2205 [1] https://www.davidrumsey.com/luna/servlet/detail/RUMSEY~8~1~316466~90085006:Five-Japans?sort=Pub_List_No_InitialSort,Pub_Date,Pub_List_No,Series_No&qvq=q:subject%3D"data [1] ;sort:Pub_List_No_InitialSort,Pub_Date,Pub_List_No,Series_No;lc:RUMSEY~8~1&mi=2&trs=2205 Top URLs in Tweet in G10:
[1] https://www.eventbrite.com/e/chart-chat-round-7-two-data-viz-experts-duke-it-out-live-october-8-tickets-72134200335 [1] https://public.tableau.com/en-us/s/viz-of-the-day/subscribe?utm_medium=Social&utm_source=Twitter [1] https://public.tableau.com/profile/igor2610#!/vizhome/UCIWCYorkshire2019TimeTrialvisualization/Dashboard1?publish=yes [1] https://www.tableau.com/about/blog/2019/9/3-storytelling-color-tips-improve-your-data-visualization?utm_campaign=Nurture-CORE-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter [1] https://vizjockey.com/2019/09/20/visualizing-pl-statements-in-tableau/ [1] http://www.thefunctionalart.com/2019/09/new-data-journalism-and-visualization.html [1] https://usergroups.tableau.com/fallpiedmonttriadareatug [1] https://neo4j.com/sandbox-v2/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2849] data,visualization [522] anomalies,country [522] country,1880 [522] 1880,amazing [522] amazing,scary [522] scary,data [520] visualization,anttilip [519] temperature,anomalies [517] robertoglezcano,temperature [345] data,journalism Top Word Pairs in Tweet in G1:
[422] data,visualization [28] visualization,tools [25] visualization,python [18] data,analysis [16] analysis,visualization [16] #data,#visualization [15] data,journalism [14] journalism,visualization [14] visualization,engineer [14] magic,leap Top Word Pairs in Tweet in G2:
[522] data,visualization [521] anomalies,country [521] country,1880 [521] 1880,amazing [521] amazing,scary [521] scary,data [519] visualization,anttilip [518] temperature,anomalies [516] robertoglezcano,temperature [3] #temperature,anomalies Top Word Pairs in Tweet in G3:
[288] data,visualization [45] data,science [39] python,data [34] tools,dl [34] dl,frameworks [34] visualization,bokeh [34] #bigdata,#analytics [34] #analytics,#datascience [34] #datascience,#ai [34] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[294] data,journalism [196] journalism,visualization [175] free,tools [174] free,online [147] visualization,free [127] new,free [121] course,data [111] online,course [95] knight,center [84] tools,powered Top Word Pairs in Tweet in G5:
[278] data,visualization [264] visualization,representing [264] representing,world [219] world,s [219] s,average [218] average,temperature [174] climate,issue [170] theeconomist's,climate [168] cover,theeconomist's [168] issue,data Top Word Pairs in Tweet in G6:
[47] data,visualization [14] data,journalism [14] free,online [12] online,course [11] really,powerful [11] powerful,data [11] visualization,weeks [11] weeks,economist [11] economist,each [11] each,color Top Word Pairs in Tweet in G7:
[58] data,visualization [51] exciting,news [51] news,attending [51] attending,#btsconference [51] #btsconference,officially [51] officially,accepted [51] accepted,present [50] researchbts,exciting [50] present,researc [29] colorful,army Top Word Pairs in Tweet in G8:
[93] please,dm [93] dm,re [93] re,skilled [93] skilled,web [93] web,developer [93] developer,ux [93] ux,data [93] data,visualization [93] visualization,chops [93] chops,find Top Word Pairs in Tweet in G9:
[75] temple,time [75] time,pretty [75] pretty,infographic [75] infographic,mapping [75] mapping,out [75] out,4000 [75] 4000,years [75] years,history [75] history,piece [75] piece,first Top Word Pairs in Tweet in G10:
[35] data,visualization [29] new,blog [29] blog,visualizing [29] visualizing,p [29] p,l [29] l,statements [29] statements,tableau [29] tableau,accountants [29] accountants,hard [29] hard,win Top Replied-To in Entire Graph:
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