The graph represents a network of 6,463 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, 30 September 2021 at 06:34 UTC.
The requested start date was Thursday, 30 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 8-day, 19-hour, 0-minute period from Tuesday, 21 September 2021 at 05:00 UTC to Thursday, 30 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 : 6463
Unique Edges : 2654
Edges With Duplicates : 11552
Total Edges : 14206
Number of Edge Types : 5
Retweet : 5112
MentionsInRetweet : 5961
Tweet : 1814
Replies to : 283
Mentions : 1036
Self-Loops : 1860
Reciprocated Vertex Pair Ratio : 0.0162054731692402
Reciprocated Edge Ratio : 0.031894087558297
Connected Components : 1109
Single-Vertex Connected Components : 530
Maximum Vertices in a Connected Component : 2508
Maximum Edges in a Connected Component : 6913
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.979568
Graph Density : 0.000159156569311309
Modularity : 0.47692
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,463 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, 30 September 2021 at 06:34 UTC.
The requested start date was Thursday, 30 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 8-day, 19-hour, 0-minute period from Tuesday, 21 September 2021 at 05:00 UTC to Thursday, 30 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:
[4288] data,visualization [573] machine,learning [560] อ,data [559] อาท,ตย [559] ตย,ท [559] ท,แล [559] แล,วม [559] วม,งานท [559] งานท,ย [559] ย,งไม Top Word Pairs in Tweet in G1:
[558] อาท,ตย [558] ตย,ท [558] ท,แล [558] แล,วม [558] วม,งานท [558] งานท,ย [558] ย,งไม [558] งไม,ได [558] ได,โพสลงใน [558] โพสลงใน,twitter Top Word Pairs in Tweet in G2:
[441] data,visualization [29] visualization,tool [28] data,analysis [26] visualization,tools [24] learn,more [24] visualization,data [17] data,science [16] data,analytics [15] python,data [13] #data,visualization Top Word Pairs in Tweet in G3:
[800] data,visualization [111] data,science [110] python,data [104] #analytics,#datascience [103] visualization,python [102] visualization,#bigdata [100] python,packages [100] packages,working [100] working,improve [100] improve,data Top Word Pairs in Tweet in G4:
[457] machine,learning [454] package,containing [454] end,end [454] end,notebooks [252] data,analysis [251] notebooks,data [250] releasing,complete [250] complete,machine [250] learning,package [250] containing,over Top Word Pairs in Tweet in G5:
[521] data,visualization [490] 08,2021 [470] visualization,best [470] best,selling [454] koreansales_twt,data [413] selling,albums [392] albums,under [335] 2021,co [131] under,jyp [131] jyp,entertainment Top Word Pairs in Tweet in G6:
[244] over,510 [244] 510,million [244] million,square [244] square,kilometers [244] kilometers,area [244] area,surface [244] surface,earth [244] earth,less [244] less,30 [244] 30,covered Top Word Pairs in Tweet in G7:
[229] data,visualization [228] headline,data [228] visualization,go [228] go,down [228] down,history [228] history,leading [228] leading,explanation [228] explanation,america's [228] america's,failure [228] failure,lead Top Word Pairs in Tweet in G8:
[150] data,visualization [27] hour,webinar [21] spent,over [21] over,year [21] year,building [21] building,#datavisualization [21] #datavisualization,product [21] product,noteable_io [21] noteable_io,made [21] made,more Top Word Pairs in Tweet in G9:
[130] mini,bootcamp [130] bootcamp,tableau [130] tableau,data [130] data,visualization [130] visualization,pengajar [130] pengajar,vino [130] vino,tri [130] tri,ex [130] ex,data [130] data,analyst Top Word Pairs in Tweet in G10:
[114] data,visualization [112] 2021,aug [109] visualization_k,data [108] aug,22 [108] 22,sep [104] top15,2021 [100] visualization,digital [100] digital,total [100] total,sales [100] sales,kpop Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
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:
Top Tweeters in G2:
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: