The graph represents a network of 4,149 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 Saturday, 26 June 2021 at 00:13 UTC.
The requested start date was Friday, 25 June 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, 16-hour, 52-minute period from Friday, 18 June 2021 at 07:08 UTC to Friday, 25 June 2021 at 00:00 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 : 4149
Unique Edges : 2951
Edges With Duplicates : 13322
Total Edges : 16273
Number of Edge Types : 5
Mentions : 1516
Retweet : 5647
MentionsInRetweet : 7604
Tweet : 1271
Replies to : 235
Self-Loops : 1339
Reciprocated Vertex Pair Ratio : 0.0255502539633677
Reciprocated Edge Ratio : 0.04982740507279
Connected Components : 443
Single-Vertex Connected Components : 202
Maximum Vertices in a Connected Component : 2940
Maximum Edges in a Connected Component : 14229
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.835812
Graph Density : 0.000387157458908317
Modularity : 0.374634
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,149 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 Saturday, 26 June 2021 at 00:13 UTC.
The requested start date was Friday, 25 June 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, 16-hour, 52-minute period from Friday, 18 June 2021 at 07:08 UTC to Friday, 25 June 2021 at 00:00 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:
[884] #datascientists,#analytics [868] #analytics,#bigdata [766] #rstats,#ai [759] #bigdata,#rstats [670] #100daysofcode,#ai [648] #ai,#analytics [607] catherineadenle,infographic [507] big,data [500] #analytics,#ar [440] #bigdata,#cloud Top Word Pairs in Tweet in G1:
[859] #datascientists,#analytics [841] #analytics,#bigdata [743] #rstats,#ai [737] #bigdata,#rstats [648] #100daysofcode,#ai [625] #ai,#analytics [593] catherineadenle,infographic [488] big,data [480] #analytics,#ar [428] #bigdata,#cloud Top Word Pairs in Tweet in G2:
[114] google,search [91] fear,index [91] index,google [91] search,statistics [91] statistics,higher [91] higher,more [91] more,market [91] market,fear [84] #crypto,#cryptocurrency [83] #cryptocurrency,#dataviz Top Word Pairs in Tweet in G3:
[63] alextuowang,wrote [62] wrote,small [62] small,tutorial [62] tutorial,make [62] make,color [62] color,palettes [62] palettes,themes [62] themes,ggplot2 [62] ggplot2,once [62] once,finish Top Word Pairs in Tweet in G4:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [12] data,visualization [10] python,statistics [10] statistics,financial [10] financial,analysis [10] analysis,trading [10] trading,models Top Word Pairs in Tweet in G5:
[81] thought,world [81] world,complete [81] complete,silence [81] silence,during [81] during,covid [81] covid,pandemic [81] pandemic,2020 [81] 2020,seems [81] seems,noise [81] noise,going Top Word Pairs in Tweet in G6:
[26] dataviz,project [22] here's,latest [21] variant,picture [19] latest,variant [18] registration,open [18] open,2021 [18] 2021,visual [18] visual,scicomm [18] scicomm,conference [18] conference,everyone Top Word Pairs in Tweet in G7:
[19] years,ago [10] soviet,army [10] army,left [10] left,hungary [10] hungary,30 [10] 30,years [10] ago,move [10] move,massive [10] massive,amount [10] amount,people Top Word Pairs in Tweet in G8:
[66] excited,one [66] one,today [66] today,rosemintzers [66] rosemintzers,publish [66] publish,collection [66] collection,beautiful [66] beautiful,news [65] lisacrost,excited [65] news,#datav [61] premium,generative Top Word Pairs in Tweet in G9:
[21] food,cheaper [21] cheaper,country [21] country,member [21] member,states [21] states,clothing [21] clothing,furniture [21] furniture,housing [21] housing,costs [20] eu_eurostat,food [20] costs,transpor Top Word Pairs in Tweet in G10:
[43] giswqs,#leafmap [29] v0,17 [29] 17,released [29] released,features [29] features,include [29] basemaps,more [29] datasets,etc [28] #geemap,v0 [28] include,#planet [28] #planet,basemaps Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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