The graph represents a network of 92 Twitter users whose recent tweets contained "software developer hire", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 500,000 tweets. The network was obtained from Twitter on Tuesday, 30 August 2022 at 02:07 UTC.
The tweets in the network were tweeted over the 11-day, 3-hour, 56-minute period from Thursday, 18 August 2022 at 18:00 UTC to Monday, 29 August 2022 at 21:56 UTC.
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 : 92
Unique Edges : 44
Edges With Duplicates : 149
Total Edges : 193
Number of Edge Types : 6
Retweet : 48
MentionsInRetweet : 59
Tweet : 59
Mentions : 16
Replies to : 5
MentionsInReplyTo : 6
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.0508474576271186
Reciprocated Edge Ratio : 0.0967741935483871
Connected Components : 41
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 46
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.327635
Graph Density : 0.00740563784042045
Modularity : 0.383292
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 92 Twitter users whose recent tweets contained "software developer hire", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 500,000 tweets. The network was obtained from Twitter on Tuesday, 30 August 2022 at 02:07 UTC.
The tweets in the network were tweeted over the 11-day, 3-hour, 56-minute period from Thursday, 18 August 2022 at 18:00 UTC to Monday, 29 August 2022 at 21:56 UTC.
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 : software developer hire
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:
[44] software,developer [39] software,engineer [22] looking,hire [17] net,developer [14] hire,software [12] digital,marketing [12] marketing,trends [12] trends,2023 [12] location,remote [12] contract,hire Top Word Pairs in Tweet in G1:
[12] software,developer [9] hire,software [4] developer,until [4] until,read [4] read,book [2] looking,hire [2] book,software [2] software,survival [2] survival,guide [2] guide,tech Top Word Pairs in Tweet in G2:
[28] software,engineer [17] net,developer [12] contract,hire [12] location,remote [11] engineer,net [11] spar,information [11] information,systems [10] systems,hiring [8] hiring,need [7] pm,11 Top Word Pairs in Tweet in G3:
[10] iot,tip [10] tip,#6 [10] #6,hire [10] hire,staff [10] staff,specifically [10] specifically,trained [10] trained,experienced [10] experienced,internet [10] internet,web [10] web,security Top Word Pairs in Tweet in G4:
[10] check,latest [10] latest,anvilmedia [10] anvilmedia,coverage [10] coverage,digital [10] digital,marketing [10] marketing,trends [10] trends,2023 [10] 2023,#metaverse [8] kentjlewis,check [4] #metaverse,#digitalmarketi Top Word Pairs in Tweet in G5:
[8] prepare,jobs [8] jobs,interviews [8] interviews,become [8] become,software [8] software,engineer [8] engineer,companies [8] companies,love [8] love,hire [8] hire,free [5] digitalacademyy,prepare Top Word Pairs in Tweet in G6:
[4] hire,senior [4] senior,software [4] software,developer [4] developer,80 [4] 80,100 [4] 100,workplace [4] workplace,unil [4] unil,spread [4] spread,word [4] word,#jobfairy Top Word Pairs in Tweet in G7:
[11] software,developer [7] end,developer [6] looking,hire [5] back,end [5] developer,join [4] front,end [4] motion,recruitment [4] recruitment,client [4] client,global [4] global,tax Top Word Pairs in Tweet in G8:
[3] pleased,welcome [3] welcome,research [3] research,software [3] software,developer [3] developer,kevin [3] kevin,lafleur [3] lafleur,#nmd4c [3] #nmd4c,biobanking [3] biobanking,team [3] team,kevin Top Word Pairs in Tweet in G10:
[2] hire,remote [2] remote,web [2] web,developers [2] developers,2022 [2] 2022,#webdesign [2] #webdesign,#developer [2] #developer,#digitalmarketing [2] #digitalmarketing,#technology [2] #technology,#wordpress Top Replied-To in Entire Graph:
Top Replied-To in G9:
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: