The graph represents a network of 3,800 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, 13 August 2021 at 00:15 UTC.
The requested start date was Friday, 13 August 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 6-day, 11-hour, 49-minute period from Thursday, 05 August 2021 at 14:59 UTC to Thursday, 12 August 2021 at 02:48 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 : 3800
Unique Edges : 2474
Edges With Duplicates : 13928
Total Edges : 16402
Number of Edge Types : 5
Retweet : 6017
MentionsInRetweet : 8028
Mentions : 1134
Replies to : 143
Tweet : 1080
Self-Loops : 1174
Reciprocated Vertex Pair Ratio : 0.0178689609530112
Reciprocated Edge Ratio : 0.035110533159948
Connected Components : 472
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 2505
Maximum Edges in a Connected Component : 13963
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.704844
Graph Density : 0.000426150926143999
Modularity : 0.341324
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,800 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, 13 August 2021 at 00:15 UTC.
The requested start date was Friday, 13 August 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 6-day, 11-hour, 49-minute period from Thursday, 05 August 2021 at 14:59 UTC to Thursday, 12 August 2021 at 02:48 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:
[1092] #analytics,#bigdata [764] #datascientists,#analytics [756] #100daysofcode,#ai [748] #ai,#analytics [656] #data,#datascientists [630] #programming,#database [630] #database,#data [534] #bigdata,#analytics [505] #analytics,#data [502] #datascience,#datascientist Top Word Pairs in Tweet in G1:
[1083] #analytics,#bigdata [757] #datascientists,#analytics [748] #100daysofcode,#ai [740] #ai,#analytics [649] #data,#datascientists [622] #programming,#database [622] #database,#data [523] #bigdata,#analytics [495] #analytics,#data [493] #datascience,#datascientist Top Word Pairs in Tweet in G2:
[23] #dataviz,see [23] premium,generative [23] generative,art [23] art,shirt [22] graphic,detail [22] detail,#dataviz [22] see,more [22] source,#nyc [22] #nyc,#dataviz [15] #dataviz,#datavisualization Top Word Pairs in Tweet in G3:
[44] #rstats,#dataviz [27] #dataviz,#datascience [18] need,google [18] google,common [18] common,ggplot2 [18] ggplot2,tasks [18] tasks,definitely [18] definitely,check [18] check,bookmark [18] week's,#tidytuesday Top Word Pairs in Tweet in G4:
[54] #geopandas,xyzservices [53] hey,#googleearthengine [53] #googleearthengine,enthusiasts [50] dmlmont,hey [44] giswqs,#leafmap [37] using,#leafmap [36] try,notebook [35] #leafmap,added [35] added,200 [35] 200,basemaps Top Word Pairs in Tweet in G5:
[21] august,10 [16] once,again [15] data,vis [15] vis,dispatch [15] dispatch,once [15] again,collected [15] collected,best [15] best,last [15] last,week [15] week,big Top Word Pairs in Tweet in G6:
[65] john,bartholomew [58] #gis,#dataviz [52] #maps,#gis [48] #arcgispro,#b3d [42] south,america [42] america,1922 [42] 1922,john [42] bartholomew,times [42] times,atlas [42] atlas,#arcgispro Top Word Pairs in Tweet in G7:
[120] apple,looking [119] strong,#rstats [119] #rstats,#shiny [119] #shiny,#dataviz [119] #dataviz,skills [103] team,apple [103] looking,data [103] data,scientist [103] scientist,strong [103] skills,more Top Word Pairs in Tweet in G8:
[39] visualizing,world [39] world,#population [39] #population,age [39] age,group [39] group,visualcap [39] visualcap,#demographics [39] #demographics,#aging [39] #aging,#dataviz [38] frronconi,visualizing [26] #datascience,#dataviz Top Word Pairs in Tweet in G9:
[96] #dataviz,deserves [96] deserves,award [95] kallmemeg,#dataviz [10] génial,#dataviz [10] #dataviz,flo [10] flo,france [10] france,vs [10] vs,uk [10] uk,vaccination [10] vaccination,coverage Top Word Pairs in Tweet in G10:
[50] taux,croissance [50] croissance,actuel [50] actuel,doses [50] doses,obligatoires [50] obligatoires,poursuit [50] poursuit,aurait [50] aurait,173 [50] 173,doses [50] doses,par [50] par,personnes 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 G6:
Top Replied-To in G7:
Top Replied-To in G9:
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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: