The graph represents a network of 4,852 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, 02 July 2021 at 00:15 UTC.
The requested start date was Friday, 02 July 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 7-day, 17-hour, 22-minute period from Wednesday, 23 June 2021 at 09:39 UTC to Thursday, 01 July 2021 at 03:02 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 : 4852
Unique Edges : 3303
Edges With Duplicates : 12657
Total Edges : 15960
Number of Edge Types : 5
Retweet : 5376
MentionsInRetweet : 7225
Mentions : 1605
Tweet : 1466
Replies to : 288
Self-Loops : 1536
Reciprocated Vertex Pair Ratio : 0.0239444601870218
Reciprocated Edge Ratio : 0.0467690604676906
Connected Components : 537
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 3224
Maximum Edges in a Connected Component : 13087
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.302708
Graph Density : 0.000307047798509346
Modularity : 0.423407
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,852 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, 02 July 2021 at 00:15 UTC.
The requested start date was Friday, 02 July 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 7-day, 17-hour, 22-minute period from Wednesday, 23 June 2021 at 09:39 UTC to Thursday, 01 July 2021 at 03:02 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:
[588] #analytics,#bigdata [585] #datascientists,#analytics [433] #bigdata,#rstats [411] data,science [400] #rstats,#ai [375] catherineadenle,infographic [318] #100daysofcode,#ai [311] #data,#datascientists [260] #ai,#analytics [217] #ai,#python Top Word Pairs in Tweet in G1:
[574] #analytics,#bigdata [571] #datascientists,#analytics [425] #bigdata,#rstats [393] #rstats,#ai [386] data,science [369] catherineadenle,infographic [309] #100daysofcode,#ai [306] #data,#datascientists [250] #ai,#analytics [208] #ai,#python Top Word Pairs in Tweet in G2:
[93] visualization,tool [80] shows,data [80] data,people [79] introducing,visualization [79] people,openness [76] thecovidcollab,shows [75] tool,we've [75] we've,made [75] made,partnership [75] partnership,thecovidcollab Top Word Pairs in Tweet in G3:
[119] google,search [114] #gamecharts,#dataviz [111] mlb,mlbstats [101] 2021,mlb [101] mlbstats,#gamecharts [101] #dataviz,#baseball [96] fear,index [96] index,google [96] search,statistics [96] statistics,higher Top Word Pairs in Tweet in G4:
[62] excited,one [62] one,today [62] today,rosemintzers [62] rosemintzers,publish [62] publish,collection [62] collection,beautiful [62] beautiful,news [61] lisacrost,excited [61] news,#datav [32] old,building Top Word Pairs in Tweet in G5:
[30] graphic,detail [30] detail,#dataviz [30] #dataviz,see [30] see,more [10] python,statistics [10] statistics,financial [10] financial,analysis [10] analysis,trading [10] trading,models [10] models,munging Top Word Pairs in Tweet in G6:
[182] network,visualization [181] visualization,updated [181] updated,tutorial [181] tutorial,#networks2021 [181] #networks2021,basics [181] basics,interactive [181] interactive,dynamic [181] dynamic,geographic [180] ognyanova,network [180] geographic,net Top Word Pairs in Tweet in G7:
[66] june,2021 [55] 2021,inspired [54] outbreak,paths [53] paths,update [53] inspired,very [53] very,informative [53] informative,work [53] work,dbraevn [52] dbraevn,dataviz [43] south,wales Top Word Pairs in Tweet in G8:
[166] #passeport,#dataviz [165] pourquoi,passeports [165] passeports,africains [165] africains,sont [165] sont,plus [165] plus,chers [165] moins,puissants [165] puissants,#passeport [147] cameroun,rdc [147] rdc,mali Top Word Pairs in Tweet in G9:
[14] #tableau,#dataviz [11] stop,search [10] data,visualization [9] #makeovermonday,2021 [9] tableau,desktop [8] #gis,#esri [8] #dataviz,#datafam [8] 試験対策,tableau [8] desktop,certified [8] certified,associate例題 Top Word Pairs in Tweet in G10:
[29] source,#nyc [29] #nyc,#dataviz [14] derspiegel,suchen [14] suchen,information [14] information,interaction [14] interaction,designer [14] designer,hast [14] hast,lust [14] lust,hochwertige [14] hochwertige,grafiken Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G10:
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: