The graph represents a network of 6,786 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, 31 March 2022 at 06:31 UTC.
The requested start date was Thursday, 31 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 6-day, 17-hour, 49-minute period from Thursday, 24 March 2022 at 06:10 UTC to Thursday, 31 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 : 6786
Unique Edges : 2151
Edges With Duplicates : 12180
Total Edges : 14331
Number of Edge Types : 5
Tweet : 1528
Retweet : 5649
MentionsInRetweet : 6297
Mentions : 666
Replies to : 191
Self-Loops : 1567
Reciprocated Vertex Pair Ratio : 0.00750750750750751
Reciprocated Edge Ratio : 0.014903129657228
Connected Components : 990
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 4329
Maximum Edges in a Connected Component : 10276
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.436269
Graph Density : 0.000145733304577611
Modularity : 0.46886
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,786 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, 31 March 2022 at 06:31 UTC.
The requested start date was Thursday, 31 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 6-day, 17-hour, 49-minute period from Thursday, 24 March 2022 at 06:10 UTC to Thursday, 31 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:
[3873] data,visualization [1861] ใบไม,ผล [1652] 02,2022 [1618] koreansales_twt,data [1168] total,album [1168] album,sales [930] spring,waltz [930] waltz,จร [930] จร,งร [930] งร,เปล Top Word Pairs in Tweet in G1:
[1659] data,visualization [1647] 02,2022 [1613] koreansales_twt,data [1162] total,album [1162] album,sales [575] 2015,02 [497] visualization,best [497] best,selling [400] albums,under [360] sales,06 Top Word Pairs in Tweet in G2:
[1859] ใบไม,ผล [929] spring,waltz [929] waltz,จร [929] จร,งร [929] งร,เปล [929] เปล,า [929] า,ท [929] ท,การออกเพลงใหม [929] การออกเพลงใหม,ในช [929] ในช,วงฤด Top Word Pairs in Tweet in G3:
[745] guardian,financial [699] tell,stories [695] don,miss [695] miss,sessions [695] sessions,journalists [695] journalists,guardian [685] organization,use [685] use,data [685] data,tell [685] stories,don Top Word Pairs in Tweet in G4:
[516] data,visualization [168] visualization,python [130] matplotlib,seaborn [130] seaborn,bokeh [127] python,matplotlib [65] data,science [65] bokeh,teachthemachine [65] teachthemachine,#python [64] pythonweekly,data [64] #python,#dat Top Word Pairs in Tweet in G5:
[393] data,visualization [324] mar,2022 [324] visualization,gt [323] 00,gmt [323] gmt,full [323] full,gw [323] gw,data [323] data,table [323] table,gt [323] gt,visualization Top Word Pairs in Tweet in G6:
[307] data,visualization [90] see,data [90] visualization,skills [90] skills,becoming [90] becoming,more [90] more,more [90] more,prominent [90] prominent,business [90] business,analyst [90] analyst,job Top Word Pairs in Tweet in G7:
[74] 2nd,series [74] series,danielwaisberg [74] danielwaisberg,shares [74] shares,data [74] data,available [74] available,data [74] data,studio [74] studio,search [74] search,console [74] console,connector Top Word Pairs in Tweet in G8:
[39] visualization,color [39] color,guide [39] guide,lisacmuth [39] lisacmuth,covers [39] covers,everything [39] everything,defining [39] defining,color [39] color,palette [39] palette,short [39] short,picking Top Word Pairs in Tweet in G9:
[56] fellowships,alert [56] alert,texastribune [56] texastribune,accepting [56] accepting,applications [56] applications,fall [56] fall,2022 [56] 2022,fellowships [56] fellowships,copy [56] copy,editing [56] editing,data Top Word Pairs in Tweet in G10:
[54] data,visualization [31] article,zanstrong [31] zanstrong,fantatastic [31] fantatastic,little [31] little,masterclass [31] masterclass,data [31] visualization,stop [31] stop,aggregating [31] aggregating,away [30] moritz_stefaner,article Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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 Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: