The graph represents a network of 5,246 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 Saturday, 10 December 2022 at 00:58 UTC.
The requested start date was Friday, 09 December 2022 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 6-day, 13-hour, 38-minute period from Friday, 02 December 2022 at 11:21 UTC to Friday, 09 December 2022 at 00:59 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 : 5246
Unique Edges : 2870
Edges With Duplicates : 14056
Total Edges : 16926
Number of Edge Types : 5
Tweet : 998
Retweet : 6253
MentionsInRetweet : 8044
Replies to : 159
Mentions : 1472
Self-Loops : 1210
Reciprocated Vertex Pair Ratio : 0.0145804676753783
Reciprocated Edge Ratio : 0.0287418655097614
Connected Components : 420
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 3955
Maximum Edges in a Connected Component : 14735
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.032184
Graph Density : 0.000268069330230087
Modularity : 0.396792
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,246 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 Saturday, 10 December 2022 at 00:58 UTC.
The requested start date was Friday, 09 December 2022 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 6-day, 13-hour, 38-minute period from Friday, 02 December 2022 at 11:21 UTC to Friday, 09 December 2022 at 00:59 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[907] #javascript,#reactjs [905] #iot,#iiot [893] #python,#iot [785] #iiot,#pytorch [683] data,visualization [673] #reactjs,#wordpress [611] #wordpress,#security [589] #security,#defi [466] #ad,#javascript [464] #pytorch,#ad Top Word Pairs in Tweet in G1:
[293] #dataviz,#stats [180] #datascience,#dataviz [166] rosanaferrero,libro [147] crear,gráficos [132] #stats,#datascience [131] #stats,#analyti [128] libro,gratuito [128] visualizaciones,datos [127] rosanaferrero,quieres [123] #datascience,#rstats Top Word Pairs in Tweet in G2:
[159] data,visualization [118] way,pick [118] convenient,fuss [118] return,hex [118] hex,#rstats [118] fuss,way [118] pick,colours [118] colours,image [118] wanted,convenient [118] #rstats,made Top Word Pairs in Tweet in G3:
[373] data,visualization [371] prinsip,utama [371] visualization,yang [371] buku,bagus [371] buku,ini [371] yang,bisa [371] ini,mau [371] gratis,buku [371] bisa,dibaca [371] cover,prinsip Top Word Pairs in Tweet in G4:
[906] #javascript,#reactjs [889] #python,#iot [871] #iot,#iiot [784] #iiot,#pytorch [673] #reactjs,#wordpress [611] #wordpress,#security [589] #security,#defi [466] #ad,#javascript [464] #pytorch,#ad [298] #fintech,#insurtech Top Word Pairs in Tweet in G5:
[218] mathematics,statistics [109] use,mathematics [109] college,mathematics [109] statistics,courses [109] statistics,encourages [109] encourages,use [109] courses,download [107] parajulisaroj16,college [70] chapter,start [70] analysis,open Top Word Pairs in Tweet in G6:
[201] #rstats,#datascience [189] milos_agathon,mapped [180] #people,#age [180] europe,called [180] median,age [180] reason,#people [180] age,europe [180] called,old [180] mapped,median [180] old,continent Top Word Pairs in Tweet in G7:
[218] life,expectancy [216] more,life [216] during,covid [216] assessed,#dataviz [216] expectancy,country [216] covid,19 [216] 19,lost [216] country,assessed [216] lost,more [215] erictopol,during Top Word Pairs in Tweet in G8:
[30] #data,#dataviz [25] source,#nyc [25] #nyc,#data [20] data,visualization [16] #dataviz,#datavisualization [15] machine,learning [12] map,source [10] #data,#datavisualization [9] #dataanalytics,#data [9] #dataanalysis,#datascience Top Word Pairs in Tweet in G9:
[97] #la,county [97] gathered,epa [97] epa,#la [97] quality,data [97] data,gathered [97] california,wildfires [97] see,effects [97] air,quality [97] analyzed,air [97] effects,california Top Word Pairs in Tweet in G10:
[34] practical,#dataviz [34] article,nightingale [34] translates,research [34] #dataviz,recommendations [34] exceptional,piece [34] nightingale,exceptional [34] piece,translates [34] today's,article [34] research,practical [33] abmakulec,today's Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: