The graph represents a network of 5,633 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 22:17 UTC.
The tweets in the network were tweeted over the 2612-day, 5-hour, 39-minute period from Wednesday, 16 December 2015 at 19:19 UTC to Friday, 10 February 2023 at 00:58 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 : 5633
Unique Edges : 4184
Edges With Duplicates : 9547
Total Edges : 13731
Number of Edge Types : 9
Retweet : 3076
MentionsInRetweet : 5240
Replies to : 1104
MentionsInReplyTo : 2107
Quote : 79
Tweet : 925
Mentions : 1166
MentionsInQuote : 22
MentionsInQuoteReply : 12
Self-Loops : 1334
Reciprocated Vertex Pair Ratio : 0.0361860209135938
Reciprocated Edge Ratio : 0.0698446421457974
Connected Components : 1183
Single-Vertex Connected Components : 479
Maximum Vertices in a Connected Component : 1965
Maximum Edges in a Connected Component : 5731
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.510466
Graph Density : 0.000237383347723642
Modularity : 0.495017
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,633 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 22:17 UTC.
The tweets in the network were tweeted over the 2612-day, 5-hour, 39-minute period from Wednesday, 16 December 2015 at 19:19 UTC to Friday, 10 February 2023 at 00:58 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:
[1884] calls,immediate [1884] drug,safety [1883] expert,drug [1883] safety,analytics [1792] immediate,suspension [1790] suspension,covid [1783] prof,expert [1764] eminent,prof [1719] analytics,retsefl [1719] retsefl,calls Top Word Pairs in Tweet in G1:
[1708] drug,safety [1708] calls,immediate [1708] expert,drug [1708] safety,analytics [1707] immediate,suspension [1707] prof,expert [1707] suspension,covid [1704] retsefl,calls [1704] analytics,retsefl [1701] eminent,prof Top Word Pairs in Tweet in G2:
[254] people,analytics [57] #capitalh,#podcast [45] #podcast,series [44] know,people [43] people,make [41] google,analytics [40] make,decisions [39] msalup,ceo [39] ceo,analytics [39] decisions,choice Top Word Pairs in Tweet in G3:
[247] data,analytics [240] newprediction,data [205] problem,people [205] high,salary [205] anywhere,problem [205] salary,work [205] work,anywhere [205] earn,high [205] way,earn [205] analytics,freelancing Top Word Pairs in Tweet in G4:
[35] history,know [35] people,human [35] #wisdom,#science [35] two,smartest [35] #science,#weekend [35] human,history [35] know,#genius [35] smartest,people [35] #genius,#wisdom [34] pawlowskimario,two Top Word Pairs in Tweet in G5:
[22] twitter,analytics [19] analytics,elonmusk [17] sneaky,#volt [17] elonmusk,sneaky [17] chart,twitter [17] volt,chart [16] litecoin_______,volt [14] people,see [12] haven't,tweeted [10] analytics,tweets Top Word Pairs in Tweet in G6:
[132] drug,safety [131] expert,drug [131] calls,immediate [131] safety,analytics [122] retsef,levi [92] professor,retsef [88] levi,expert [88] ma,calls [88] immediate,end [88] breaking,professor Top Word Pairs in Tweet in G7:
[86] organising,free [86] masterclass,feb [86] free,data [86] good,people [86] 2023,masterclass [86] masterclass,led [86] the_bwpw,organising [86] people,the_bwpw [86] 18th,25th [86] 25th,2023 Top Word Pairs in Tweet in G8:
[41] people,analytics [12] #hr,#hcm [12] #hr,#peopleanalytics [11] #hranalytics,#hr [11] #hcm,#hrm [10] hr,analytics [9] #hrm,#humanresources [8] january,2023 [8] downturn,serenahuangphd [8] came,something Top Word Pairs in Tweet in G9:
[36] #ai,#machinelearning [36] #bigdata,#analytics [36] #machinelearning,#iot [36] #analytics,#datascience [36] #rstats,#tensorflow [36] understanding,semiconductors [36] #python,#rstats [36] #datascience,#ai [36] semiconductors,#bigdata [36] #iot,#iiot Top Word Pairs in Tweet in G10:
[36] looking,leaders [36] predict,division [36] infectious,disease [36] analytics,roles [36] chiefs,predict [36] roles,branch [36] disease,modeling [36] leaders,infectious [36] modeling,analytics [36] branch,chiefs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: