The graph represents a network of 5,796 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 22:04 UTC.
The tweets in the network were tweeted over the 2619-day, 5-hour, 41-minute period from Wednesday, 16 December 2015 at 19:19 UTC to Friday, 17 February 2023 at 01:00 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 : 5796
Unique Edges : 4510
Edges With Duplicates : 9143
Total Edges : 13653
Number of Edge Types : 9
Tweet : 1216
MentionsInReplyTo : 2982
Replies to : 1431
Retweet : 2290
MentionsInRetweet : 3753
Quote : 104
Mentions : 1802
MentionsInQuote : 59
MentionsInQuoteReply : 16
Self-Loops : 1782
Reciprocated Vertex Pair Ratio : 0.0520787098683237
Reciprocated Edge Ratio : 0.0990015468991703
Connected Components : 1522
Single-Vertex Connected Components : 618
Maximum Vertices in a Connected Component : 1114
Maximum Edges in a Connected Component : 3952
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.85672
Graph Density : 0.000211713650960378
Modularity : 0.527115
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,796 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 22:04 UTC.
The tweets in the network were tweeted over the 2619-day, 5-hour, 41-minute period from Wednesday, 16 December 2015 at 19:19 UTC to Friday, 17 February 2023 at 01:00 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:
[1068] people,analytics [469] same,man [432] mitchzenger,synctrics [412] safety,analytics [412] expert,drug [412] calls,immediate [412] drug,safety [372] data,analytics [367] immediate,suspension [366] suspension,covid Top Word Pairs in Tweet in G1:
[280] people,analytics [64] know,people [62] people,make [58] make,decisions [56] msalup,ceo [56] ceo,analytics [56] decisions,choice [48] google,analytics [42] choice,msalup [42] analytics,#decisions Top Word Pairs in Tweet in G2:
[333] haven't,tweeted [332] tweeted,month [317] analytics,shows [316] tweet,highlights [316] shows,haven't [315] feb,2023 [315] 15th,analytics [315] elonmusk,feb [315] 14,days [315] far,tweet Top Word Pairs in Tweet in G3:
[394] drug,safety [394] calls,immediate [394] expert,drug [394] safety,analytics [351] immediate,suspension [351] prof,expert [351] suspension,covid [348] eminent,prof [346] breaking,eminent [344] retsefl,calls Top Word Pairs in Tweet in G4:
[469] same,man [237] utd_analytics,gnev2 [234] vilified,pogba [234] man,condemned [234] protected,kane [234] condemned,qatar [234] qatar,till [234] man,vilified [234] money,arrived [234] arrived,same Top Word Pairs in Tweet in G5:
[37] #genius,#wisdom [37] two,smartest [37] human,history [37] smartest,people [37] know,#genius [37] #wisdom,#science [37] history,know [37] #science,#weekend [37] people,human [36] pawlowskimario,two Top Word Pairs in Tweet in G6:
[142] people,analytics [105] short,class [69] untuk,#learnatmyskill [69] halo,aku [68] #learnatmyskill,kelas [68] kelas,ini [68] gratis,loh [68] ini,gratis [67] siap,untuk [67] aku,siap Top Word Pairs in Tweet in G7:
[52] data,analytics [45] newprediction,data [39] analytics,portfolio [38] data,people [37] people,data [37] once,being [37] portfolio,once [37] portfolio,building [37] building,portfolio [16] insights,business Top Word Pairs in Tweet in G8:
[66] daily,little [66] little,consultation [66] thousands,daily [66] people,need [66] consultation,data [66] analytics,show [66] data,analytics [66] fact,people [66] need,tens [66] tens,thousands Top Word Pairs in Tweet in G9:
[42] #bigdata,#analytics [41] #machinelearning,#iot [40] #iot,#iiot [38] #ai,#machinelearning [36] #analytics,#datascience [36] #rstats,#tensorflow [36] understanding,semiconductors [36] #python,#rstats [36] #datascience,#ai [36] semiconductors,#bigdata Top Word Pairs in Tweet in G10:
[37] people,analytics [16] #hcm,#hrm [15] #hr,#peopleanalytics [15] #hr,#hcm [14] #hrm,#humanresources [13] #hranalytics,#hr [12] latest,people [11] workforce,analytics [11] people,workforce [11] analytics,daily 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 G7:
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: