The graph represents a network of 6,640 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, 17 June 2021 at 06:34 UTC.
The requested start date was Thursday, 17 June 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 11-day, 19-hour, 54-minute period from Saturday, 05 June 2021 at 04:05 UTC to Thursday, 17 June 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 : 6640
Unique Edges : 3527
Edges With Duplicates : 11138
Total Edges : 14665
Number of Edge Types : 5
Tweet : 1709
MentionsInRetweet : 6257
Mentions : 1265
Retweet : 5079
Replies to : 355
Self-Loops : 1753
Reciprocated Vertex Pair Ratio : 0.0177154195011338
Reciprocated Edge Ratio : 0.0348140927447431
Connected Components : 1336
Single-Vertex Connected Components : 655
Maximum Vertices in a Connected Component : 2448
Maximum Edges in a Connected Component : 7811
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.329265
Graph Density : 0.000162897409792809
Modularity : 0.500262
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,640 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, 17 June 2021 at 06:34 UTC.
The requested start date was Thursday, 17 June 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 11-day, 19-hour, 54-minute period from Saturday, 05 June 2021 at 04:05 UTC to Thursday, 17 June 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:
[4210] data,visualization [398] visualization,ม [397] ในสาขา,data [397] ม,คำกล [397] คำกล,าวว [397] าวว,า [397] า,แค [397] แค,แสดงข [397] แสดงข,อม [397] อม,ลในร Top Word Pairs in Tweet in G1:
[529] data,visualization [36] data,science [30] data,analysis [30] analysis,visualization [28] visualization,tools [20] visualization,data [17] visualization,techniques [17] techniques,data [17] visualization,tool [16] learn,more Top Word Pairs in Tweet in G2:
[1027] data,visualization [184] #iot,#iiot [177] analysis,visualization [168] data,science [152] python,data [152] visualization,certificación [151] data,analysis [151] #ai,#machinelearning [151] certificación,online [141] online,gratuita Top Word Pairs in Tweet in G3:
[397] data,visualization [395] ในสาขา,data [395] visualization,ม [395] ม,คำกล [395] คำกล,าวว [395] าวว,า [395] า,แค [395] แค,แสดงข [395] แสดงข,อม [395] อม,ลในร Top Word Pairs in Tweet in G4:
[286] brick,building [286] building,nyc [286] nyc,getting [286] getting,power [286] power,washed [286] washed,nice [286] nice,data [286] data,visualization [286] visualization,exhaust [286] exhaust,brake Top Word Pairs in Tweet in G5:
[77] data,visualization [56] harm,guide [35] guide,applying [33] data,#dataviz [33] incredible,journey [33] journey,making [33] making,#donoharmguide [33] #donoharmguide,#dataviz [33] #dataviz,embraces [33] embraces,diversity Top Word Pairs in Tweet in G6:
[214] หล,งจากเม [214] งจากเม,อวานเราด [214] อวานเราด,ประช [214] ประช,มอภ [214] มอภ,ปราย [214] ปราย,#งบประมาณป [214] #งบประมาณป,65 [214] 65,ก [214] ก,นไปแล [214] นไปแล,ว Top Word Pairs in Tweet in G7:
[150] data,visualization [27] #data,#datascience [27] #datascience,#visualization [24] #statistics,#world [23] #worldbank,#statistics [22] proud,inform [22] inform,publication [22] publication,metispresses [22] metispresses,book [22] book,data Top Word Pairs in Tweet in G8:
[68] graphit,encoding [68] encoding,graph [68] graph,structure [68] structure,transformers [68] transformers,design [68] design,transformer [68] transformer,graph [68] graph,structured [68] structured,data [68] data,graphit Top Word Pairs in Tweet in G9:
[115] data,visualization [111] propublica,reporting [111] reporting,made [111] made,mad [111] mad,bit [111] bit,data [111] visualization,completely [111] completely,trip [110] ryanjhaas,propublica [3] internship,opportunity Top Word Pairs in Tweet in G10:
[81] 2020,2021 [81] 2021,clio [81] clio,awards [52] theweeknd,won [47] clio,grand [47] hours,album [46] won,awards [46] awards,2020 [46] awards,clio [46] grand,'after Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: