The graph represents a network of 4,114 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, 01 October 2021 at 00:12 UTC.
The requested start date was Friday, 01 October 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 3-day, 17-hour, 26-minute period from Sunday, 26 September 2021 at 09:27 UTC to Thursday, 30 September 2021 at 02:53 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 : 4114
Unique Edges : 2077
Edges With Duplicates : 13988
Total Edges : 16065
Number of Edge Types : 5
Retweet : 6325
MentionsInRetweet : 7740
Mentions : 984
Replies to : 186
Tweet : 830
Self-Loops : 923
Reciprocated Vertex Pair Ratio : 0.0154396229481554
Reciprocated Edge Ratio : 0.0304097311139565
Connected Components : 336
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 3047
Maximum Edges in a Connected Component : 14177
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.181881
Graph Density : 0.000369247891451521
Modularity : 0.354125
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,114 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, 01 October 2021 at 00:12 UTC.
The requested start date was Friday, 01 October 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 3-day, 17-hour, 26-minute period from Sunday, 26 September 2021 at 09:27 UTC to Thursday, 30 September 2021 at 02:53 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:
[2109] #datascientists,#analytics [1952] #analytics,#bigdata [1391] #bigdata,#ai [1232] #programming,#datascientists [1138] #datascience,#programming [1090] #ai,#python [899] #programming,#database [754] #data,#datascientists [751] #database,#data [572] cheat,sheet Top Word Pairs in Tweet in G1:
[2003] #datascientists,#analytics [1849] #analytics,#bigdata [1316] #bigdata,#ai [1172] #programming,#datascientists [1084] #datascience,#programming [1026] #ai,#python [846] #programming,#database [709] #data,#datascientists [707] #database,#data [543] cheat,sheet Top Word Pairs in Tweet in G2:
[491] earth's,submarine [491] submarine,fiber [491] fiber,optic [491] optic,cable [491] cable,network [490] #dataviz,earth's [490] network,visualized [490] visualized,#rstats [490] #rstats,#rayrender [490] #rayrender,code Top Word Pairs in Tweet in G3:
[61] data,visualization [46] german,election [46] election,#btw21 [45] election,day [45] day,#dataviz [45] #dataviz,day [45] day,bars [45] bars,far [45] far,german [45] #btw21,first Top Word Pairs in Tweet in G4:
[174] hi,report [174] report,dataviz [174] dataviz,crime [173] maartenvsmeden,hi [8] mejores,recomendaciones [8] recomendaciones,visto [8] visto,#dataviz [7] e_arias,mejores [2] well,first [2] first,lucky Top Word Pairs in Tweet in G5:
[135] vielen,choroplethenkarten [135] choroplethenkarten,#bundestagswahl [135] #bundestagswahl,dasymetrische [135] dasymetrische,variante [135] variante,stärksten [135] stärksten,partei [135] partei,zweitstimmen [134] dr_xeo,vielen [18] habe,neue [18] neue,version Top Word Pairs in Tweet in G6:
[14] graphic,detail [14] detail,#dataviz [14] #dataviz,see [14] see,more [14] source,#nyc [14] #nyc,#dataviz [8] map,source [6] #dataviz,#googledatastudio [6] #analysis,#reporting [6] over,330 Top Word Pairs in Tweet in G7:
[11] vizwizbi,trimydata [10] trimydata,charliehtableau [8] pumpkin,spice [8] charliehtableau,acotgreave [7] data,visualization [7] #makeovermonday,week [7] antipop1,roadstar_nb1600 [7] roadstar_nb1600,yusukenakanish3 [7] yusukenakanish3,ksnjr24 [7] ksnjr24,simplvizbest_yk Top Word Pairs in Tweet in G8:
[55] data,visualization [43] #analytics,#bigdata [42] #datascientists,#analytics [31] #bigdata,#ai [26] #ai,#python [25] #programming,#database [22] data,science [21] #datavisualization,#dataviz [21] #data,#datascientists [20] #database,#data Top Word Pairs in Tweet in G9:
[68] collection,tweets [68] tweets,featuring [68] featuring,open [68] open,access [68] access,materials [68] materials,shared [68] shared,over [68] over,last [68] last,years [68] years,talks Top Word Pairs in Tweet in G10:
[110] couldn,walk [110] walk,past [110] past,tweet [110] tweet,fun [110] fun,#dataviz [110] #dataviz,scented [110] scented,candles [110] candles,unexpected [110] unexpected,victim [110] victim,covid Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: