The graph represents a network of 6,444 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, 20 August 2020 at 06:45 UTC.
The requested start date was Thursday, 20 August 2020 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 9-day, 22-hour, 25-minute period from Sunday, 09 August 2020 at 19:09 UTC to Wednesday, 19 August 2020 at 17:35 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 : 6444
Unique Edges : 4008
Edges With Duplicates : 11205
Total Edges : 15213
Number of Edge Types : 5
Tweet : 1705
Retweet : 5054
MentionsInRetweet : 6901
Mentions : 1196
Replies to : 357
Self-Loops : 1753
Reciprocated Vertex Pair Ratio : 0.0149093351242445
Reciprocated Edge Ratio : 0.0293806246691371
Connected Components : 1392
Single-Vertex Connected Components : 718
Maximum Vertices in a Connected Component : 2576
Maximum Edges in a Connected Component : 9104
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.504078
Graph Density : 0.000181990318962842
Modularity : 0.500457
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,444 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, 20 August 2020 at 06:45 UTC.
The requested start date was Thursday, 20 August 2020 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 9-day, 22-hour, 25-minute period from Sunday, 09 August 2020 at 19:09 UTC to Wednesday, 19 August 2020 at 17:35 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:
[4325] data,visualization [588] visualization,nicolaraluk [588] nicolaraluk,shows [588] shows,occurrence [588] occurrence,earthquakes [588] earthquakes,earth [588] earth,between [588] between,july [588] july,2017 [588] 2017,july Top Word Pairs in Tweet in G1:
[609] data,visualization [75] machine,learning [57] visualization,machine [56] use,seaborn [56] seaborn,data [28] visualization,data [28] data,analysis [26] visualization,tool [26] data,analytics [23] visualization,tools Top Word Pairs in Tweet in G2:
[1125] data,visualization [251] #ml,#dl [242] #ai,#ml [189] #dl,#artificialintelligence [126] data,analysis [124] #machinelearning,#datascience [120] machine,learning [116] #ai,#machinelearning [111] #ml,#ai [109] #datascience,#rstats Top Word Pairs in Tweet in G3:
[586] data,visualization [585] visualization,nicolaraluk [585] nicolaraluk,shows [585] shows,occurrence [585] occurrence,earthquakes [585] earthquakes,earth [585] earth,between [585] between,july [585] july,2017 [585] 2017,july Top Word Pairs in Tweet in G4:
[382] data,visualization [380] total,album [380] album,sales [372] koreansales_twt,data [352] 07,2020 [293] 2018,07 [156] sales,10 [152] 10,2018 [134] visualization,#straykids [134] #straykids,total Top Word Pairs in Tweet in G5:
[267] skills,demand [267] visualization,data [262] data,engineering [261] data,scientists [261] scientists,analysts [261] analysts,visualization [261] engineering,skills [261] demand,more [260] c_renzo29,data [260] more,before Top Word Pairs in Tweet in G6:
[128] hey,y'all [128] y'all,looking [128] looking,two [128] two,folks [128] folks,color [128] color,esp [128] esp,women [128] women,interested [128] interested,speaking [128] speaking,panel Top Word Pairs in Tweet in G7:
[33] map,explorer [33] people,need [33] humanitarian,aid [30] interactive,dashboard [30] dashboard,latest [30] latest,updates [30] updates,#covid19 [30] #covid19,humanitarian [30] humanitarian,operations [29] check,humdata Top Word Pairs in Tweet in G8:
[54] data,visualization [13] open,office [13] office,hour [13] hour,tomorrow [13] tomorrow,4pm [13] 4pm,cest [13] cest,10am [13] 10am,edt [13] edt,drop [13] drop,chat Top Word Pairs in Tweet in G9:
[32] data,visualization [18] leído,libro [18] libro,ve [18] ve,interesante [18] interesante,enfocado [18] enfocado,rstudio [18] rstudio,supuesto [18] supuesto,ggplot2 [18] ggplot2,data [17] simples_datos,leído Top Word Pairs in Tweet in G10:
[16] data,visualization [15] data,analytics [15] analytics,week [15] week,#googlecloudnext [15] #googlecloudnext,20 [15] 20,onair [15] onair,data [15] data,ingestion [15] ingestion,using [15] using,dataflow 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 G7:
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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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: