The graph represents a network of 6,845 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, 07 July 2022 at 06:30 UTC.
The requested start date was Thursday, 07 July 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, 19-hour, 38-minute period from Wednesday, 29 June 2022 at 03:25 UTC to Wednesday, 06 July 2022 at 23:03 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 : 6845
Unique Edges : 2427
Edges With Duplicates : 12622
Total Edges : 15049
Number of Edge Types : 5
Retweet : 5960
MentionsInRetweet : 7029
Tweet : 1226
Mentions : 603
Replies to : 231
Self-Loops : 1274
Reciprocated Vertex Pair Ratio : 0.0080021700800217
Reciprocated Edge Ratio : 0.0158772874058127
Connected Components : 898
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 3245
Maximum Edges in a Connected Component : 8526
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.036857
Graph Density : 0.000158643487185355
Modularity : 0.479841
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,845 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, 07 July 2022 at 06:30 UTC.
The requested start date was Thursday, 07 July 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, 19-hour, 38-minute period from Wednesday, 29 June 2022 at 03:25 UTC to Wednesday, 06 July 2022 at 23:03 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:
[6336] data,visualization [1437] 05,2022 [1377] koreansales_twt,data [1207] total,album [1207] album,sales [1157] fundamentals,data [747] more,effectively [744] visualization,found [743] found,image [743] image,linkedin Top Word Pairs in Tweet in G1:
[1439] data,visualization [1437] 05,2022 [1377] koreansales_twt,data [1207] total,album [1207] album,sales [407] sales,01 [255] 2014,05 [246] visualization,#got7 [246] #got7,total [246] 01,2014 Top Word Pairs in Tweet in G2:
[829] data,visualization [669] more,effectively [667] visualization,found [667] found,image [667] image,linkedin [667] linkedin,shows [667] shows,communicate [667] communicate,charts [667] charts,more [666] jessica_xls,data Top Word Pairs in Tweet in G3:
[732] data,visualization [589] fundamentals,data [588] free,ebook [588] ebook,fundamentals [588] #dataviz,#rstats [586] read,free [586] visualization,claus [586] claus,wilke [586] wilke,#dataviz [586] #rstats,following Top Word Pairs in Tweet in G4:
[985] data,visualization [479] fundamentals,data [474] hands,data [473] thesequenceai,free [469] visualization,hands [465] free,books [465] books,popular [465] popular,ones [465] ones,fundamentals [464] visualization,reinforcem Top Word Pairs in Tweet in G5:
[402] data,visualization [30] data,analysis [24] power,bi [20] visualization,data [18] data,science [18] data,analytics [17] big,data [15] visualization,tools [14] analysis,visualization [12] great,data Top Word Pairs in Tweet in G6:
[482] data,visualization [118] data,science [88] beginner,expert [84] #featured,#courses [82] expert,data [81] visualization,#javascript [80] 12,excellent [80] excellent,datasets [80] datasets,data [80] visualization,2022 Top Word Pairs in Tweet in G7:
[334] data,visualization [214] fantastic,tips [214] tips,use [214] use,colors [214] colors,effectively [214] effectively,data [214] visualization,image [214] image,credits [214] credits,alicjagosiewska [212] patilindrajeets,fantastic Top Word Pairs in Tweet in G8:
[242] python,data [127] data,science [122] learn,more [121] hello,matt [121] matt,python [121] science,author [121] author,trainer [121] trainer,follow [121] follow,learn [121] more,python Top Word Pairs in Tweet in G9:
[80] data,visualization [20] tomorrow,june [20] june,30 [20] 30,17 [20] 17,00 [20] 00,cet [20] cet,discuss [20] discuss,variety [20] variety,career [20] career,paths Top Word Pairs in Tweet in G10:
[86] data,visualization [36] crash,course [24] course,data [20] visualization,james [20] james,eagle [18] web,browsers [18] browsers,over [18] over,last [18] last,28 [18] 28,years Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: