The graph represents a network of 5,232 Twitter users whose tweets in the requested range contained "People Analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 August 2021 at 21:42 UTC.
The requested start date was Friday, 13 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 53-minute period from Friday, 30 July 2021 at 00:03 UTC to Thursday, 12 August 2021 at 23:56 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 : 5232
Unique Edges : 3684
Edges With Duplicates : 6506
Total Edges : 10190
Number of Edge Types : 5
Retweet : 2555
MentionsInRetweet : 3211
Replies to : 892
Tweet : 1234
Mentions : 2298
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.0265343325906421
Reciprocated Edge Ratio : 0.0516969218626677
Connected Components : 1500
Single-Vertex Connected Components : 624
Maximum Vertices in a Connected Component : 983
Maximum Edges in a Connected Component : 4716
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.112352
Graph Density : 0.000185175766440597
Modularity : 0.516667
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,232 Twitter users whose tweets in the requested range contained "People Analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 August 2021 at 21:42 UTC.
The requested start date was Friday, 13 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 53-minute period from Friday, 30 July 2021 at 00:03 UTC to Thursday, 12 August 2021 at 23:56 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 : GraphServerTwitterSearch
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:
[946] people,analytics [328] mitchzenger,synctrics [256] many,people [243] analytics,data [224] analytics,people [185] data,analytics [184] people,see [172] #bigdata,#analytics [136] #python,#bigdata [129] #python,#rstats Top Word Pairs in Tweet in G1:
[118] people,analytics [48] data,analytics [39] google,analytics [37] analytics,people [28] many,people [19] people,know [18] link,bio [17] twitter,analytics [16] look,people [15] submit,quit Top Word Pairs in Tweet in G2:
[162] #bigdata,#analytics [129] #python,#rstats [127] #python,#bigdata [118] #analytics,#machinelearning [112] #iiot,#python [106] #artificialintelligence,#analytics [105] 15,people [105] people,see [105] see,'face' [105] #machinelearning,#iiot Top Word Pairs in Tweet in G3:
[596] people,analytics [328] mitchzenger,synctrics [226] analytics,data [115] transparent,people [113] need,better [71] many,people [69] data,identify [66] companies,creating [66] creating,such [66] analytics,strategies Top Word Pairs in Tweet in G4:
[60] happens,one [60] minute,9k [60] 9k,connections [60] connections,made [60] made,21 [60] 21,1m [60] 1m,text [60] content,uploaded [60] uploaded,414 [60] 414,7k Top Word Pairs in Tweet in G5:
[60] people,everything [60] everything,happening [60] happening,today [60] today,learn [60] learn,tech [60] tech,skills [60] skills,require [60] require,coding [60] coding,analytics [60] analytics,python Top Word Pairs in Tweet in G6:
[92] pwc_in,planning [92] planning,invest [92] invest,rs [92] rs,600 [92] 600,crore [92] crore,create [92] create,10 [92] 10,000 [92] 000,more [92] more,jobs Top Word Pairs in Tweet in G7:
[17] analytics,people [9] found,99 [9] 99,people [9] people,completely [9] completely,throw [9] throw,away [9] away,analytics [9] analytics,make [9] make,attempt [9] attempt,try Top Word Pairs in Tweet in G8:
[54] dear,pakistani [54] pakistani,digital [54] digital,media [54] media,wing [54] wing,geniuses [54] geniuses,cant [54] cant,publish [54] publish,screenshots [54] screenshots,thousands [54] thousands,tweets Top Word Pairs in Tweet in G9:
[10] same,people [4] american,people [4] people,really [4] white,people [4] people,telling [4] people,made [4] vaccinated,people [4] people,use [4] written,protect [3] delta,variant Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G4:
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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: