The graph represents a network of 6,717 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, 24 March 2022 at 06:32 UTC.
The requested start date was Thursday, 24 March 2022 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 7-day, 7-hour, 55-minute period from Wednesday, 16 March 2022 at 16:05 UTC to Thursday, 24 March 2022 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 : 6717
Unique Edges : 2312
Edges With Duplicates : 11930
Total Edges : 14242
Number of Edge Types : 5
Retweet : 5497
MentionsInRetweet : 6176
Tweet : 1622
Mentions : 678
Replies to : 269
Self-Loops : 1651
Reciprocated Vertex Pair Ratio : 0.0106815104558447
Reciprocated Edge Ratio : 0.0211372432271509
Connected Components : 1066
Single-Vertex Connected Components : 541
Maximum Vertices in a Connected Component : 3352
Maximum Edges in a Connected Component : 8379
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.644981
Graph Density : 0.00014892032102238
Modularity : 0.481162
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,717 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, 24 March 2022 at 06:32 UTC.
The requested start date was Thursday, 24 March 2022 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 7-day, 7-hour, 55-minute period from Wednesday, 16 March 2022 at 16:05 UTC to Thursday, 24 March 2022 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:
[3283] data,visualization [827] data,analysis [681] microsoft,udacity [681] fully,funded [681] funded,scholarships [678] udacity,offering [675] tracks,data [674] hi,guys [674] guys,microsoft [674] offering,150 Top Word Pairs in Tweet in G1:
[683] data,analysis [669] microsoft,udacity [669] udacity,offering [669] fully,funded [669] funded,scholarships [665] hi,guys [665] guys,microsoft [665] offering,150 [665] 150,fully [665] scholarships,data Top Word Pairs in Tweet in G2:
[416] data,visualization [23] data,science [23] visualization,data [21] data,storytelling [20] data,analysis [20] storytelling,data [17] visualization,2022 [16] learn,more [16] machine,learning [15] analysis,visualization Top Word Pairs in Tweet in G3:
[564] guardian,financial [547] tell,stories [544] don,miss [544] miss,sessions [544] sessions,journalists [544] journalists,guardian [542] organization,use [542] use,data [542] data,tell [542] stories,don Top Word Pairs in Tweet in G4:
[498] data,visualization [384] best,data [383] visualization,know [383] maxcroser,best [93] adding,value [93] value,graphics [93] graphics,principles [93] principles,effective [93] effective,data [93] visualization,communication Top Word Pairs in Tweet in G5:
[546] data,visualization [156] best,data [156] visualization,tools [123] #python,#rstats [118] #web3,#ai [118] #ai,#datasecurity [118] #datasecurity,#datascientist [118] #datascientist,#dataanalytics [118] #dataanalytics,#python [112] #data,visualization Top Word Pairs in Tweet in G6:
[400] don,graphs [400] graphs,visualization [400] visualization,shows [400] shows,monthly [400] monthly,global [400] global,temperature [400] temperature,anomalies [400] anomalies,changes [400] changes,average [400] average,between Top Word Pairs in Tweet in G7:
[383] data,visualization [381] total,album [381] album,sales [373] 02,2022 [368] koreansales_twt,data [214] 2020,02 [154] sales,04 [152] visualization,#wonho [152] #wonho,total [152] sales,09 Top Word Pairs in Tweet in G8:
[169] dapplooker,multi [169] multi,chain [169] chain,community [169] community,driven [169] driven,analytics [169] analytics,visualization [169] visualization,platform [169] platform,blockchain [169] blockchain,networks [168] networks,#dapps Top Word Pairs in Tweet in G9:
[167] data,visualization [144] fan,data [144] visualization,core [144] core,principles [144] principles,come [144] come,handy [144] handy,#datavisualization [144] #datavisualization,#powerbi [144] #powerbi,#tableau [144] #tableau,#excel Top Word Pairs in Tweet in G10:
[72] announcing,topometry [72] topometry,dimensional [72] dimensional,reduction [72] reduction,dr [72] dr,tool [72] tool,learn [72] learn,#singlecell [72] #singlecell,data [72] data,phenotypic [72] phenotypic,topology 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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Top Tweeters in G10: