The graph represents a network of 5,698 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 22:01 UTC.
The tweets in the network were tweeted over the 3314-day, 3-hour, 34-minute period from Monday, 02 December 2013 at 21:17 UTC to Friday, 30 December 2022 at 00:51 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 : 5698
Unique Edges : 2064
Edges With Duplicates : 9541
Total Edges : 11605
Number of Edge Types : 9
Retweet : 3558
MentionsInRetweet : 3796
Replies to : 925
Tweet : 799
MentionsInReplyTo : 1737
Mentions : 699
MentionsInQuote : 13
Quote : 72
MentionsInQuoteReply : 6
Self-Loops : 1086
Reciprocated Vertex Pair Ratio : 0.033610408384532
Reciprocated Edge Ratio : 0.065034965034965
Connected Components : 1025
Single-Vertex Connected Components : 416
Maximum Vertices in a Connected Component : 2490
Maximum Edges in a Connected Component : 4990
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.04544
Graph Density : 0.000176208707014394
Modularity : 0.463432
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,698 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 22:01 UTC.
The tweets in the network were tweeted over the 3314-day, 3-hour, 34-minute period from Monday, 02 December 2013 at 21:17 UTC to Friday, 30 December 2022 at 00:51 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:
[2484] tweet,views [2471] mental,health [2470] self,esteem [2466] people's,mental [2465] esteem,here's [2465] health,self [2465] definitely,going [2465] views,definitely [2465] here's,css [2465] style,remove Top Word Pairs in Tweet in G1:
[2459] health,self [2459] mental,health [2459] css,style [2459] definitely,going [2459] going,fuck [2459] fuck,people's [2459] people's,mental [2459] here's,css [2459] tweet,views [2459] style,remove Top Word Pairs in Tweet in G2:
[77] people,analytics [68] many,people [34] twitter,analytics [30] data,analytics [22] see,many [21] google,analytics [21] tweet,analytics [20] people,see [18] social,media [16] people,saw Top Word Pairs in Tweet in G3:
[293] data,analyst [292] searching,analyst [292] trick,many [292] analyst,jobs [292] linkedin,trick [292] jobs,linkedin [292] many,analytics [292] first,data [292] analyst,job [292] job,searching Top Word Pairs in Tweet in G4:
[58] twitter,complete [58] billed,over [58] ok,twitter [58] scam,billed [58] over,25 [58] click,two [58] complete,scam [58] clicks,over [58] two,different [58] 500,link Top Word Pairs in Tweet in G5:
[14] #ai,#iot [13] people,analytics [12] people,process [12] things,internet [12] #iiot,#machinelearning [12] #bigdata,#ai [12] data,things [12] process,data [12] things,#analytics [12] #iot,#iiot Top Word Pairs in Tweet in G6:
[155] stop,shop [155] one,stop [155] communities,automate [155] analytics,leaderboards [155] member,engagement [155] introducing,tokentag [155] nft,communities [155] shop,nft [155] engagement,analytics [155] automate,member Top Word Pairs in Tweet in G7:
[38] game,loop [38] fundamental,game [37] tutorial,shop [37] except,fundamental [37] launched,analytics [37] pretty,much [37] much,nothing [37] farmville,launched [37] nothing,except [37] shop,pretty Top Word Pairs in Tweet in G8:
[4] understand,analytics [4] people,understand [3] people,use [3] football,people [3] certain,irony [3] use,crutch [3] hate,people [3] bash,browns [3] crutch,bash [3] browns,certain Top Word Pairs in Tweet in G9:
[8] probablypeyton,datawithbliss [8] peter_bukowski,probablypeyton [8] dj_pattyj,peter_bukowski [6] wolviesix,dj_pattyj [4] people,wanna [4] nfl,front [4] nfl,analytics [3] really,matter [3] front,office [3] luck,idc Top Word Pairs in Tweet in G10:
[2] cl1ntonserver,q_estrada [2] fixedassetledge,whurensohn [2] 417craig,mataibbi [2] thumper18560818,paulconfer [2] jennie_sc1,jeffschlueter1 [2] frankgeurts3,fixedassetledge [2] glenn52749526,sumatrasue [2] paulconfer,417craig [2] ogape12,enrelchi [2] jeffschlueter1,woody4123 Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: