The graph represents a network of 3,427 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, 17 September 2021 at 00:12 UTC.
The requested start date was Friday, 17 September 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, 5-hour, 37-minute period from Sunday, 12 September 2021 at 21:21 UTC to Thursday, 16 September 2021 at 02:58 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 : 3427
Unique Edges : 2889
Edges With Duplicates : 13927
Total Edges : 16816
Number of Edge Types : 5
Retweet : 6406
MentionsInRetweet : 8646
Replies to : 243
Mentions : 797
Tweet : 724
Self-Loops : 811
Reciprocated Vertex Pair Ratio : 0.0133209417596035
Reciprocated Edge Ratio : 0.0262916539284622
Connected Components : 302
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 2511
Maximum Edges in a Connected Component : 15300
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.816275
Graph Density : 0.000557197394203614
Modularity : 0.347825
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,427 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, 17 September 2021 at 00:12 UTC.
The requested start date was Friday, 17 September 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, 5-hour, 37-minute period from Sunday, 12 September 2021 at 21:21 UTC to Thursday, 16 September 2021 at 02:58 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:
[1075] #data,#datascientists [1019] #programming,#database [1005] #database,#data [973] #datascientists,#analytics [865] needs,math [865] math,class [865] class,done [865] done,semester [865] semester,hmu [865] hmu,betting Top Word Pairs in Tweet in G1:
[974] #data,#datascientists [948] #datascientists,#analytics [901] #programming,#database [886] #database,#data [865] needs,math [865] math,class [865] class,done [865] done,semester [865] semester,hmu [865] hmu,betting Top Word Pairs in Tweet in G2:
[351] news,ahead [351] ahead,crucial [351] crucial,climate [351] climate,conference [351] conference,#cop26 [351] #cop26,glasgow [351] glasgow,extreme [351] extreme,heat [351] heat,2021 [351] 2021,broken Top Word Pairs in Tweet in G3:
[202] elaborado,guía [202] guía,enseño [202] enseño,paso [202] paso,paso [202] paso,cómo [202] cómo,crear [202] crear,mapas [202] mapas,usando [202] usando,datos [202] datos,peruanos Top Word Pairs in Tweet in G4:
[27] over,time [25] oooooh,blinded [25] blinded,#tidytuesday [25] #tidytuesday,graph [25] graph,audio [25] audio,features [25] features,hit [25] hit,songs [25] songs,over [25] time,data Top Word Pairs in Tweet in G5:
[162] shipping,lanes [81] mapping,world's [81] world's,shipping [81] lanes,map [81] map,shows [81] shows,shipping [81] lanes,between [81] between,2015 [81] 2015,2021 [81] 2021,derived Top Word Pairs in Tweet in G6:
[111] amazing,dataviz [111] dataviz,showing [111] showing,world's [111] world's,coal [111] coal,development [111] development,pipeline [111] pipeline,collapsed [111] collapsed,paris [111] paris,shrinking [111] shrinking,three Top Word Pairs in Tweet in G7:
[169] data,science [135] catherineadenle,infographic [114] #database,#data [113] #programming,#database [94] #data,#datascientists [82] infographic,key [82] key,aspects [82] aspects,data [82] science,entail [79] entail,#programming Top Word Pairs in Tweet in G8:
[56] decision,making [30] data,science [29] data,driven [28] driven,decision [28] making,training [28] training,pwc [28] pwc,data [28] data,informed [28] informed,decision [28] making,big Top Word Pairs in Tweet in G9:
[80] data,visualization [80] visualization,rob [80] rob,kabacoff [80] kabacoff,#rstats [80] #rstats,#datascience [79] icymi_r,data [14] quieren,hacer [14] hacer,visualizaciones [14] visualizaciones,chidas [14] chidas,datos Top Word Pairs in Tweet in G10:
[20] state,industry [20] industry,survey [10] 2021,state [9] #dataviz,speak [9] speak,language [9] language,english [9] english,help [9] help,spread [9] spread,word [9] word,#outlier2022 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: