The graph represents a network of 6,601 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, 06 October 2022 at 06:39 UTC.
The requested start date was Thursday, 06 October 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 8-day, 5-hour, 13-minute period from Tuesday, 27 September 2022 at 18:47 UTC to Thursday, 06 October 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 : 6601
Unique Edges : 3262
Edges With Duplicates : 11744
Total Edges : 15006
Number of Edge Types : 5
Retweet : 5369
MentionsInRetweet : 6822
Tweet : 1751
Replies to : 235
Mentions : 829
Self-Loops : 1801
Reciprocated Vertex Pair Ratio : 0.0115591397849462
Reciprocated Edge Ratio : 0.0228541057666755
Connected Components : 1128
Single-Vertex Connected Components : 606
Maximum Vertices in a Connected Component : 3847
Maximum Edges in a Connected Component : 10504
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.744729
Graph Density : 0.000172747012619759
Modularity : 0.489932
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,601 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, 06 October 2022 at 06:39 UTC.
The requested start date was Thursday, 06 October 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 8-day, 5-hour, 13-minute period from Tuesday, 27 September 2022 at 18:47 UTC to Thursday, 06 October 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:
[4156] data,visualization [812] python,data [690] using,#rstats [685] visualization,analysis [661] web,app [660] popular,visualization [659] graphbio,shiny [659] shiny,web [659] app,easily [659] easily,perform Top Word Pairs in Tweet in G1:
[501] data,visualization [42] data,analysis [38] data,analytics [25] data,science [25] data,management [23] reflect,brings [23] brings,data [23] visualization,hr [23] hr,teams [19] analysis,data Top Word Pairs in Tweet in G2:
[608] graphbio,shiny [608] shiny,web [608] web,app [608] app,easily [608] easily,perform [608] perform,popular [608] popular,visualization [608] visualization,analysis [608] analysis,omics [607] omics,data Top Word Pairs in Tweet in G3:
[478] data,visualization [392] using,#rstats [379] access,free [379] free,ebook [379] ebook,fundamentals [379] fundamentals,data [379] visualization,clauswilke [379] clauswilke,#dataviz [379] #dataviz,using [242] #rstats,following Top Word Pairs in Tweet in G4:
[371] data,visualization [69] data,analysis [62] data,science [47] python,data [45] #analytics,#datascience [37] #datascience,#machinelearning [37] #datascience,#ml [36] #datascience,#ai [35] #ai,#ml [35] #python,#coding Top Word Pairs in Tweet in G5:
[386] data,visualization [186] allfordata,data [183] visualization,power [183] power,bi [183] bi,tableau [183] tableau,major [183] major,role [183] role,data [183] data,analyst [183] analyst,scientist Top Word Pairs in Tweet in G6:
[271] data,visualization [233] data,analysis [216] aakriti_sarma,data [212] visualization,integral [212] integral,part [212] part,data [212] analysis,process [212] process,essential [212] essential,skill [212] skill,breaking Top Word Pairs in Tweet in G7:
[257] data,visualization [251] using,#rstats [246] online,resource [246] resource,introduces [246] introduces,data [246] visualization,using [246] #rstats,ggplot2 [246] ggplot2,12 [246] 12,complete [246] complete,protocols Top Word Pairs in Tweet in G8:
[486] python,data [243] hello,matt [243] matt,python [243] data,science [243] science,author [243] author,trainer [243] trainer,follow [243] follow,learn [243] learn,more [243] more,python Top Word Pairs in Tweet in G9:
[260] data,visualization [236] #dataanalytics,101 [236] 101,start [236] start,basics [236] basics,month [236] month,sqlbolt [236] sqlbolt,practice [236] practice,#sql [236] #sql,tableaupublic [236] tableaupublic,data Top Word Pairs in Tweet in G10:
[165] data,science [162] means,clustering [162] clustering,explorable [162] explorable,explainer [162] explainer,app [162] app,yizhe_ang [162] yizhe_ang,another [162] another,great [162] great,example [162] example,explaining Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: