The graph represents a network of 4,235 Twitter users whose recent tweets contained "People Analytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 26 October 2021 at 19:04 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 51-minute period from Sunday, 17 October 2021 at 23:55 UTC to Tuesday, 26 October 2021 at 18:47 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 : 4235
Unique Edges : 4637
Edges With Duplicates : 1363
Total Edges : 6000
Number of Edge Types : 5
Replies to : 762
Mentions : 1724
Tweet : 825
Retweet : 1629
MentionsInRetweet : 1060
Self-Loops : 851
Reciprocated Vertex Pair Ratio : 0.030093145450203
Reciprocated Edge Ratio : 0.0584280083468583
Connected Components : 1188
Single-Vertex Connected Components : 474
Maximum Vertices in a Connected Component : 483
Maximum Edges in a Connected Component : 2022
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.32258
Graph Density : 0.000240533289015275
Modularity : 0.737012
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,235 Twitter users whose recent tweets contained "People Analytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 26 October 2021 at 19:04 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 51-minute period from Sunday, 17 October 2021 at 23:55 UTC to Tuesday, 26 October 2021 at 18:47 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 : TwitterSearch
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:
[676] people,analytics [613] data,analytics [452] vaccine,passports [254] mitchzenger,synctrics [229] people,vaccine [226] naomi,wolf [226] wolf,microsoft [226] microsoft,building [226] building,vaccine [226] passports,360 Top Word Pairs in Tweet in G1:
[79] people,analytics [40] analytics,people [39] data,analytics [28] many,people [23] twitter,analytics [16] google,analytics [15] #analytics,#googleads [15] #googleads,#facebookads [11] social,media [11] data,driven Top Word Pairs in Tweet in G2:
[452] vaccine,passports [226] naomi,wolf [226] wolf,microsoft [226] microsoft,building [226] building,vaccine [226] passports,360 [226] 360,degree [226] degree,insights [226] insights,data [226] data,analytics Top Word Pairs in Tweet in G3:
[201] machine,learning [199] data,scientists [199] scientists,profitable [199] profitable,jobs [199] jobs,tech [199] tech,huge [199] huge,rise [199] rise,demand [199] demand,people [199] people,understand Top Word Pairs in Tweet in G4:
[145] #bigdata,#analytics [140] #iot,#iiot [130] #linux,#programming [130] #programming,#coding [129] #coding,#100daysofcode [121] #analytics,#datascience [121] #machinelearning,#iot [121] #python,#rstats [90] #javascript,#reactjs [90] #serverless,#datascientist Top Word Pairs in Tweet in G5:
[17] one,fitness [17] fitness,mad [17] mad,country [17] country,people [17] people,exercise [17] exercise,hours [17] hours,day [17] day,find [17] find,more [17] more,exercise Top Word Pairs in Tweet in G6:
[370] people,analytics [254] mitchzenger,synctrics [153] analytics,data [76] need,better [75] transparent,people [55] data,identify [44] use,people [42] leaders,need [37] #synctrics,#peopleanalytics [37] using,people Top Word Pairs in Tweet in G7:
[6] utd_analytics,garylineker [6] utd_analytics,people [4] gary,neville [3] know,people [3] europa,league [3] jxsini,phemmygrey [3] ole,go [3] utd_analytics,think [3] utd_analytics,rioferdy5 [2] next,united Top Word Pairs in Tweet in G8:
[8] analytics,people [6] notgaetti,bobfile [6] bobfile,twuench [5] o3jfrye,mlb [5] baseball,people [4] human,beings [3] kolephraim,baseballscrap [3] stevevansky,o3jfrye [3] mlb,notgaetti [3] twuench,murphybb_ia Top Word Pairs in Tweet in G9:
[10] ruling,party [5] social,media [5] media,companies [5] companies,romped [5] romped,curtail [5] curtail,pro [5] pro,ruling [5] party,alliances [5] alliances,voices [5] voices,troubling Top Word Pairs in Tweet in G10:
[52] know,thibs [52] thibs,guy [52] guy,take [52] take,knicks [52] knicks,back [52] back,top [52] top,absolutely [52] absolutely,guy [52] guy,needed [52] needed,bitch Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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 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: