The graph represents a network of 4,093 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, 10 April 2020 at 00:12 UTC.
The requested start date was Friday, 10 April 2020 at 00:01 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 3-day, 14-hour, 54-minute period from Sunday, 05 April 2020 at 14:07 UTC to Thursday, 09 April 2020 at 05:02 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 : 4093
Unique Edges : 6095
Edges With Duplicates : 1560
Total Edges : 7655
Number of Edge Types : 4
Tweet : 1035
MentionsInRetweet : 5210
Mentions : 1204
Replies to : 206
Self-Loops : 1035
Reciprocated Vertex Pair Ratio : 0.0211676340047798
Reciprocated Edge Ratio : 0.0414577064526914
Connected Components : 484
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 2948
Maximum Edges in a Connected Component : 6288
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.241777
Graph Density : 0.000357165119189977
Modularity : 0.702808
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,093 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, 10 April 2020 at 00:12 UTC.
The requested start date was Friday, 10 April 2020 at 00:01 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 3-day, 14-hour, 54-minute period from Sunday, 05 April 2020 at 14:07 UTC to Thursday, 09 April 2020 at 05:02 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:
[288] gt,gt [185] data,visualization [153] covid,19 [153] interviewed,hadleywickham [152] w_r_chase,interviewed [145] hadleywickham,history [145] history,role [145] role,data [145] big,thanks [144] visualization,big Top Word Pairs in Tweet in G1:
[62] covid,19 [34] #data,#dataviz [27] showing,covid [27] 19,spread [27] spread,worldwide [27] worldwide,realtime [26] digital,creation [26] creation,showing [25] coronavirus,digital [24] #dataviz,#datavisualisation Top Word Pairs in Tweet in G2:
[147] interviewed,hadleywickham [146] w_r_chase,interviewed [143] data,visualization [141] hadleywickham,history [141] history,role [141] role,data [140] visualization,big [140] big,thanks [140] thanks,hadley [140] hadley,giving Top Word Pairs in Tweet in G3:
[261] gt,gt [81] #dataviz,#business [79] #ioe,#ai [79] #business,#smm [77] #smartcity,model [77] #startup,#growthhacking [77] #growthhacking,#dataviz [71] #smm,#blogger [71] #blogger,#socialmedia [66] andreapaci90,#smartcity Top Word Pairs in Tweet in G4:
[15] covid,19 [13] 20th,anniversary [11] dataviz,20th [8] #dataviz,#datavisualization [7] #covid19,#dataviz [6] #datascience,#dataviz [5] #analytics,#dataviz [5] #coronavirus,#dataviz [5] #dataviz,#tableau [4] #data,#dataviz Top Word Pairs in Tweet in G5:
[60] really,good [60] good,see [60] see,fatality [60] fatality,curve [60] curve,flattening [60] flattening,consistent [60] consistent,multiple [60] multiple,#dataviz [60] #dataviz,representations [60] representations,sure Top Word Pairs in Tweet in G6:
[105] earth,orbiting [105] orbiting,satellites [105] satellites,#ai [105] #ai,#machinelearning [105] #machinelearning,#science [105] #science,#space [105] #space,thespaceacad [102] thespaceacad,spirosmargaris [102] spirosmargaris,haroldsinnott [99] dataviz,earth Top Word Pairs in Tweet in G7:
[21] free,read [20] read,financialtimes [19] asia,europe [19] financialtimes,virus [19] virus,tracker [18] see,#coronavirus [18] #coronavirus,focus [18] focus,shifted [18] shifted,asia [18] europe,united Top Word Pairs in Tweet in G8:
[12] uploaded,archive [12] archive,openskynetwork [12] openskynetwork,data [12] data,10th [12] 10th,april [12] april,7th [12] 7th,march [12] march,annoyingly [11] four,european [11] european,airports Top Word Pairs in Tweet in G9:
[16] re,reading [16] reading,kleinmatic [16] kleinmatic,infographics [16] infographics,time [16] time,cholera [16] cholera,long [16] long,role [16] role,news [16] news,#dataviz [16] #dataviz,show Top Word Pairs in Tweet in G10:
[58] analysis,design [56] blog,year [56] year,written [56] written,blog [56] blog,read [56] read,total [56] total,data [56] data,prep [56] prep,analysis [56] design,creation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 G5:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: