The graph represents a network of 6,264 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, 18 November 2021 at 07:34 UTC.
The requested start date was Thursday, 18 November 2021 at 01:01 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 12-day, 7-hour, 8-minute period from Friday, 05 November 2021 at 17:52 UTC to Thursday, 18 November 2021 at 01:00 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 : 6264
Unique Edges : 3662
Edges With Duplicates : 10774
Total Edges : 14436
Number of Edge Types : 5
Retweet : 4664
MentionsInRetweet : 5974
Tweet : 2226
Mentions : 1242
Replies to : 330
Self-Loops : 2288
Reciprocated Vertex Pair Ratio : 0.023238602723505
Reciprocated Edge Ratio : 0.045421669318675
Connected Components : 1355
Single-Vertex Connected Components : 663
Maximum Vertices in a Connected Component : 2555
Maximum Edges in a Connected Component : 8556
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.742624
Graph Density : 0.000176210748565079
Modularity : 0.488542
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,264 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, 18 November 2021 at 07:34 UTC.
The requested start date was Thursday, 18 November 2021 at 01:01 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 12-day, 7-hour, 8-minute period from Friday, 05 November 2021 at 17:52 UTC to Thursday, 18 November 2021 at 01:00 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:
[3808] data,visualization [597] nov,2021 [594] transfers,last [594] last,hour [594] hour,top [589] data,table [588] 00,gmt [588] gmt,full [588] full,gw [588] gw,data Top Word Pairs in Tweet in G1:
[534] data,visualization [36] data,analysis [34] visualization,tools [28] visualization,data [22] data,analytics [22] analysis,visualization [19] analytics,data [19] visualization,tool [17] data,science [16] learn,more Top Word Pairs in Tweet in G2:
[884] data,visualization [263] #bigdata,#analytics [233] #iot,#iiot [211] #datascience,#iot [204] #iiot,#pytorch [171] #python,#rstats [152] data,analysis [148] #analytics,#datascience [132] #pytorch,#python [130] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[274] intensive,bootcamp [274] bootcamp,business [274] business,intelligence [274] intelligence,materi [274] materi,sql [274] sql,basic [274] basic,statistics [274] statistics,metrics [274] metrics,visualization [274] visualization,google Top Word Pairs in Tweet in G4:
[193] data,visualization [180] handbook,data [174] datasciencedojo,handbook [25] tutorial,discover [25] discover,visualize [25] visualize,data [25] data,using [25] using,pca [25] pca,well [25] well,using Top Word Pairs in Tweet in G5:
[160] data,visualization [38] clarity,aesthetics [38] aesthetics,data [38] visualization,guidelines [38] deal,overplotting [38] overplotting,data [38] visualization,overplotting [38] overplotting,happens [38] happens,large [38] large,number Top Word Pairs in Tweet in G6:
[81] data,visualization [44] visualization,progress [44] progress,#rstats [44] #rstats,#rayshader [43] matschnetzer,data [21] giving,little [21] little,intro [21] intro,sveltejs [21] sveltejs,later [21] later,today Top Word Pairs in Tweet in G7:
[98] data,visualization [23] ready,rock [23] rock,#ironviz [23] #ironviz,2021 [23] 2021,live [23] live,watch [23] watch,support [23] support,find [23] find,crowned [23] crowned,next Top Word Pairs in Tweet in G8:
[89] explore,nasa [89] nasa,satellites [89] satellites,using [89] using,upgraded [89] upgraded,eyes [89] eyes,earth [89] earth,3d [89] 3d,visualization [89] visualization,tool [89] tool,lets Top Word Pairs in Tweet in G9:
[81] exploring,intersection [81] intersection,human [81] human,body [78] data,visualization [52] #ai,#dl [52] #dl,#intersection [52] #intersection,exploring [52] body,data [52] visualization,augmented [52] augmented,reality Top Word Pairs in Tweet in G10:
[121] national,flags [120] brilliant,data [120] data,visualization [120] visualization,shows [120] shows,age [120] age,national [120] flags,around [120] around,world [120] world,immediate [120] immediate,notice Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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: