The graph represents a network of 6,252 Twitter users whose recent tweets contained "People Analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 21:05 UTC.
The tweets in the network were tweeted over the 2340-day, 9-hour, 18-minute period from Tuesday, 18 October 2016 at 14:40 UTC to Thursday, 16 March 2023 at 23:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6252
Unique Edges : 4046
Edges With Duplicates : 9632
Total Edges : 13678
Number of Edge Types : 9
Retweet : 1896
MentionsInRetweet : 2652
MentionsInReplyTo : 3793
MentionsInQuoteReply : 79
Replies to : 1857
Tweet : 1367
Quote : 165
Mentions : 1787
MentionsInQuote : 82
Self-Loops : 1991
Reciprocated Vertex Pair Ratio : 0.0742968622988132
Reciprocated Edge Ratio : 0.138317191283293
Connected Components : 1864
Single-Vertex Connected Components : 707
Maximum Vertices in a Connected Component : 579
Maximum Edges in a Connected Component : 1961
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.262074
Graph Density : 0.000169083631199942
Modularity : 0.497069
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,252 Twitter users whose recent tweets contained "People Analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 21:05 UTC.
The tweets in the network were tweeted over the 2340-day, 9-hour, 18-minute period from Tuesday, 18 October 2016 at 14:40 UTC to Thursday, 16 March 2023 at 23:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : People Analytics
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:
[1089] people,analytics [518] mitchzenger,synctrics [483] data,analytics [363] analytics,people [348] analytics,data [228] many,people [137] transparent,people [134] need,better [116] people,make [113] help,people Top Word Pairs in Tweet in G1:
[202] people,analytics [100] data,analytics [75] people,make [74] know,people [68] make,decisions [68] msalup,ceo [68] ceo,analytics [68] decisions,choice [51] choice,msalup [51] analytics,#decisions Top Word Pairs in Tweet in G2:
[80] data,analytics [80] data,analyst [45] started,sharing [45] free,resources [45] people,start [45] career,following [45] resources,help [45] start,data [45] ago,started [45] two,months Top Word Pairs in Tweet in G3:
[15] people's,activity [15] images,based [15] based,people's [15] use,#ai [15] #ai,generate [15] #iot,#ml [15] researchers,use [15] #ai,#machinelearning [15] generate,images [15] activity,#ai Top Word Pairs in Tweet in G4:
[101] utd_analytics,people [100] season,winning [100] youth,football [100] remember,garnacho [100] last,season [100] playing,youth [100] games,manchester [100] garnacho,playing [100] football,last [100] people,remember Top Word Pairs in Tweet in G5:
[11] watch,hours [9] twitter,analytics [7] more,info [6] public,watch [6] data,analytics [5] people,computer [5] verify,re [5] computer,programs [5] down,freeze [5] slow,down Top Word Pairs in Tweet in G6:
[82] analytics,people [80] free,throw [80] next,level [80] throw,shooting [80] shooting,next [80] level,galaxy [80] anti,free [80] brain,stuff [80] galaxy,brain [80] people,being Top Word Pairs in Tweet in G7:
[67] people,analytics [19] hr,people [17] february,2023 [16] #hcm,#hrm [16] articles,february [15] #hr,#peopleanalytics [14] best,hr [14] analytics,articles [14] 2023,adammgrant [14] adammgrant,lyndagratton Top Word Pairs in Tweet in G8:
[82] words,guy [82] awful,team [82] kane,eat [82] team,still [82] eat,words [82] analytics,people [82] patrick,kane [82] guy,awful [82] people,ripping [82] ripping,patrick Top Word Pairs in Tweet in G9:
[3] watch,game [3] people,use [3] rungoodrussell,jj_redick [3] jj_redick,firsttake [3] analytics,people [3] don,understand [2] understand,advanced [2] skillaton1,tjmoe28 [2] daniel84873779,marqiegarland [2] kendrickperkins,rungoodrussell Top Word Pairs in Tweet in G10:
[24] tmmenon,sreeramjvc [24] shitul905,bankim_jani [24] arundeshpande20,nrajabpcla [24] sreeramjvc,sureshseshadri1 [24] neerangautam,shitul905 [24] nrajabpcla,neerangautam [24] bankim_jani,amaresh03335514 [24] amaresh03335514,tmmenon [22] nrajabpcl,arundeshpande20 [2] gendadange,soniagurnani19 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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: