The graph represents a network of 108 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 January 2020 at 01:28 UTC.
The requested start date was Saturday, 04 January 2020 at 01:01 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 12-day, 9-hour, 2-minute period from Saturday, 21 December 2019 at 10:18 UTC to Thursday, 02 January 2020 at 19:21 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 : 108
Unique Edges : 112
Edges With Duplicates : 14
Total Edges : 126
Number of Edge Types : 4
MentionsInRetweet : 78
Replies to : 2
Mentions : 11
Tweet : 35
Self-Loops : 35
Reciprocated Vertex Pair Ratio : 0.0111111111111111
Reciprocated Edge Ratio : 0.021978021978022
Connected Components : 22
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 67
Maximum Edges in a Connected Component : 73
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.395228
Graph Density : 0.00787469712703358
Modularity : 0.638479
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 108 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 January 2020 at 01:28 UTC.
The requested start date was Saturday, 04 January 2020 at 01:01 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 12-day, 9-hour, 2-minute period from Saturday, 21 December 2019 at 10:18 UTC to Thursday, 02 January 2020 at 19:21 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 : infoviz OR infovis
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:
[53] periodic,table [53] table,#dataviz [53] #dataviz,methods [53] methods,#abdsc [53] #abdsc,#datascience [53] #datascience,#bigdata [52] kirkdborne,periodic [49] #bigdata,#infovis [43] #infovis,#datavisualizati [26] natural,language Top Word Pairs in Tweet in G1:
[42] periodic,table [42] table,#dataviz [42] #dataviz,methods [42] methods,#abdsc [42] #abdsc,#datascience [42] #datascience,#bigdata [42] #bigdata,#infovis [41] kirkdborne,periodic [41] #infovis,#datavisualizati Top Word Pairs in Tweet in G2:
[13] using,natural [13] natural,language [13] language,processing [13] processing,nlp [13] nlp,information [13] information,visualization [13] visualization,infovis [13] infovis,enhance [13] enhance,skim [12] tdatascience,using Top Word Pairs in Tweet in G3:
[13] #dataviz,#infovis [10] #infovis,#visualanalytics [10] classic,blue [9] #albersloc,classic [9] blue,burnt [9] burnt,orange [8] #siggraph,#ieeevis [7] natural,language [7] language,processing [7] processing,nlp Top Word Pairs in Tweet in G4:
[8] skim,reading [6] natural,language [6] language,processing [6] processing,nlp [6] nlp,information [6] information,visualization [6] visualization,infovis [5] supporting,skim [5] reading,natural [5] infovis,#datascience Top Word Pairs in Tweet in G5:
[2] using,area [2] area,squares Top Word Pairs in Tweet in G6:
[8] kirkdborne,periodic [8] periodic,table [8] table,#dataviz [8] #dataviz,methods [8] methods,#abdsc [8] #abdsc,#datascience [8] #datascience,#bigdata [7] ht,kirkdborne [4] #bigdata,#infovis [3] #infovis,#datavisualization Top Word Pairs in Tweet in G7:
[5] amazing,work [3] happy,20th [3] 20th,anniversary [3] anniversary,teaching [3] teaching,cs [3] cs,7450 [3] 7450,johntstasko [3] johntstasko,#infoviz [3] #infoviz,class [3] class,produces Top Word Pairs in Tweet in G8:
[2] stages,internships [2] internships,#lastig [2] #lastig,ensg_ign [2] ensg_ign,ignfrance [2] ignfrance,#geovis [2] #geovis,#urbanclimate [2] #urbanclimate,#floodvis [2] #floodvis,#risk [2] #risk,#infovis [2] #infovis,#deeplearning Top Word Pairs in Tweet in G10:
[2] made,little [2] little,matplotlib [2] matplotlib,script [2] script,share [2] share,quite [2] quite,tutorial [2] tutorial,includes [2] includes,documentation [2] documentation,probably [2] probably,makes Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: