The graph represents a network of 3,020 Twitter users whose recent tweets contained "#humanresources", 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 Friday, 14 February 2020 at 21:34 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 12-minute period from Wednesday, 05 February 2020 at 12:58 UTC to Friday, 14 February 2020 at 21:10 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 : 3021
Unique Edges : 2879
Edges With Duplicates : 3099
Total Edges : 5978
Number of Edge Types : 5
Mentions : 1002
Tweet : 2889
Retweet : 1135
Replies to : 116
MentionsInRetweet : 836
Self-Loops : 2921
Reciprocated Vertex Pair Ratio : 0.018942731277533
Reciprocated Edge Ratio : 0.0371811500216169
Connected Components : 1265
Single-Vertex Connected Components : 825
Maximum Vertices in a Connected Component : 868
Maximum Edges in a Connected Component : 2545
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.349054
Graph Density : 0.000253523349796458
Modularity : 0.468157
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,020 Twitter users whose recent tweets contained "#humanresources", 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 Friday, 14 February 2020 at 21:34 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 12-minute period from Wednesday, 05 February 2020 at 12:58 UTC to Friday, 14 February 2020 at 21:10 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 : #humanresources
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:
[1301] #hr,#humanresources [412] #humanresources,#hr [207] #hr,#hrtech [189] human,resources [185] #hrtech,#hrtechnology [181] #techr,#hr [181] #hrtechnology,#humanresources [171] #socialselling,#digitalselling [164] #humanresources,#leadership [163] dlaignite,#socialselling Top Word Pairs in Tweet in G1:
[257] #hr,#humanresources [148] #humanresources,#hr [68] human,resources [38] learn,more [37] #leadership,#humanresources [24] #humanresources,#leadership [22] #recruitment,#recruiting [21] #leadership,#management [20] #management,#humanresources [18] #training,#humanresources Top Word Pairs in Tweet in G2:
[170] #socialselling,#digitalselling [162] dlaignite,#socialselling [101] timothy_hughes,dlaignite [98] passle,timothy_hughes [89] #employeeexperience,#futureofwork [71] #humanresources,#socialhr [60] #digitalselling,#humanresources [58] #humanresources,#hr [52] #futureofwork,#leadership [46] #futureofwork,#humanresources Top Word Pairs in Tweet in G3:
[107] #hr,#humanresources [28] #emplaw,#employmentlaw [26] #hrsolutions,#hrsoftwares [26] attention,#jobseekers [26] #jobseekers,000's [26] 000's,#jobs [26] #salesjobs,#administration [26] #administration,#technology [26] #technology,#softwaredevelopment [26] #softwaredevelopment,#nursing Top Word Pairs in Tweet in G4:
[180] #techr,#hr [180] #hr,#hrtech [180] #hrtech,#hrtechnology [180] #hrtechnology,#humanresources [5] best,staffing [5] clarity,benefit [5] benefit,solutions [4] 2020,best [4] solutions,shares [4] platform,#techr Top Word Pairs in Tweet in G5:
[156] #hr,#humanresources [104] company,hiring [62] #hiring,#recruitment [59] #recruitment,#recruiting [52] hiring,qualified [52] qualified,employees [52] employees,vs [52] vs,company [52] hiring,100 [52] 100,underqualified Top Word Pairs in Tweet in G6:
[99] #hr,#humanresources [23] #humanresources,#startup [23] #startup,#entrepreneur [23] #entrepreneur,#management [14] forbes,#hr [12] #humanresources,#humancapital [5] employee,experience [4] company,culture [4] chicago,booth [4] booth,review Top Word Pairs in Tweet in G7:
[38] #humanresources,#hr [11] #hr,#humanresources [10] #stressmanagement,#employeestress [9] #workenvironment,#workplace [9] #hr,#compensationbenefits [9] #management,#truworthwellness [8] #compensationbenefits,#management [7] #futureofwork,#humanresources [7] #workplace,#humanresources [6] #corporatewellness,#employeewellness Top Word Pairs in Tweet in G8:
[96] #hr,#humanresources [25] #diversity,#inclusion [21] #humanresources,#business [17] #disability,#inclusion [17] #inclusion,#diversity [9] #work,#business [9] past,friday [9] friday,hundreds [9] hundreds,thousands [9] thousands,people Top Word Pairs in Tweet in G9:
[48] #jobsuk,#jobalert [48] #jobalert,#jobs [48] #selfemployed,#contractors [48] #contractors,#freelancers [43] #hrjobs,#humanresources [43] day,#hrnews [40] #jobs,#selfemployed [35] #jobs,#jobsearch [35] #hrnews,#hrjobs [29] #jobsearch,#hiring Top Word Pairs in Tweet in G10:
[29] #hr,#humanresources [10] #joypowered,#podcast [10] #podcast,#hr [10] #hr,#podcasts [10] #podcasts,#humanresources [9] #hrblogs,#hr [9] #humanresources,#hrblog [8] #humanresources,#businesstips [8] #businesstips,#businessadvice [8] #businessadvice,#careeradvice Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: