The graph represents a network of 6,040 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 06:36 UTC.
The requested start date was Thursday, 16 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 12-day, 5-hour, 40-minute period from Friday, 03 September 2021 at 18:20 UTC to Thursday, 16 September 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 : 6040
Unique Edges : 3299
Edges With Duplicates : 10701
Total Edges : 14000
Number of Edge Types : 5
Retweet : 4606
MentionsInRetweet : 5665
Tweet : 2294
Replies to : 330
Mentions : 1105
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0190506429591999
Reciprocated Edge Ratio : 0.0373890014020876
Connected Components : 1404
Single-Vertex Connected Components : 727
Maximum Vertices in a Connected Component : 1691
Maximum Edges in a Connected Component : 6189
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.901749
Graph Density : 0.000175980848546259
Modularity : 0.47768
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,040 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 06:36 UTC.
The requested start date was Thursday, 16 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 12-day, 5-hour, 40-minute period from Friday, 03 September 2021 at 18:20 UTC to Thursday, 16 September 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 : data visualization
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:
[3923] data,visualization [603] transfers,last [603] last,hour [603] hour,top [598] sep,2021 [591] gt,visualization [591] visualization,gt [588] 00,gmt [586] gmt,full [586] full,gw Top Word Pairs in Tweet in G1:
[578] data,visualization [53] ø,ø [51] ø,ù [43] data,analysis [42] ù,ø [34] visualization,tool [29] interactive,data [25] big,data [24] analysis,visualization [22] visualization,data Top Word Pairs in Tweet in G2:
[1057] data,visualization [464] data,science [222] python,data [147] science,data [139] #machinelearning,#datascience [134] machine,learning [109] #bigdata,#analytics [109] visualization,machine [96] science,visualization [91] interactive,data Top Word Pairs in Tweet in G3:
[331] visualization,text [331] text,phrases [331] phrases,taken [331] taken,pager [331] pager,data [331] data,11 [331] 11,published [331] published,wikileaks [331] wikileaks,larger [331] larger,text Top Word Pairs in Tweet in G4:
[239] data,visualization [237] total,album [237] album,sales [235] 2021,co [233] koreansales_twt,data [231] 08,2021 [193] sales,01 [189] visualization,#straykids [189] #straykids,total [189] 01,2018 Top Word Pairs in Tweet in G5:
[232] data,visualization [86] visualization,rob [86] rob,kabacoff [86] kabacoff,#rstats [86] #rstats,#datascience [85] icymi_r,data [30] interactive,data [26] learn,create [19] visualization,plotly [17] introduction,data Top Word Pairs in Tweet in G6:
[132] anscombe's,quartet [132] quartet,datasaurus [132] datasaurus,datasaurus [132] datasaurus,dozen [132] dozen,difficult [132] difficult,demonstrate [132] demonstrate,importance [131] rainmaker1973,anscombe's [3] data,visualization Top Word Pairs in Tweet in G7:
[119] data,visualization [103] kind,literary [103] literary,data [102] hmason,kind [12] #wolfram,excited [12] excited,offering [12] offering,free [12] free,course [12] course,exploring [12] exploring,communicate Top Word Pairs in Tweet in G8:
[42] projectlincoln,animated [42] animated,map [42] map,overlay [42] overlay,helps [42] helps,visualize [42] visualize,politicide [42] politicide,virus [42] virus,inspiration [42] inspiration,prof [42] prof,edwardtufte Top Word Pairs in Tweet in G9:
[102] case,interested [102] interested,wrote [102] wrote,bunch [102] bunch,visualization [102] visualization,programs [102] programs,tailored [102] tailored,admin [102] admin,data [102] data,analysis [102] analysis,stata Top Word Pairs in Tweet in G10:
[66] data,visualization [43] data,analysis [33] data,science [31] learning,data [30] science,machine [30] machine,learning [20] #datavisualization,#dataviz [19] visualization,design [19] design,#datavisualization [18] fedfragapane,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: