The graph represents a network of 5,571 Twitter users whose recent tweets contained "#remotework", 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 Wednesday, 08 June 2022 at 19:38 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 43-minute period from Tuesday, 31 May 2022 at 16:00 UTC to Wednesday, 08 June 2022 at 16:43 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 : 5571
Unique Edges : 7661
Edges With Duplicates : 13912
Total Edges : 21573
Number of Edge Types : 5
Retweet : 5500
Tweet : 11050
MentionsInRetweet : 2655
Mentions : 2069
Replies to : 299
Self-Loops : 11174
Reciprocated Vertex Pair Ratio : 0.0237849017580145
Reciprocated Edge Ratio : 0.0464646464646465
Connected Components : 1590
Single-Vertex Connected Components : 1100
Maximum Vertices in a Connected Component : 2915
Maximum Edges in a Connected Component : 18289
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.228287
Graph Density : 0.000223328876423722
Modularity : 0.32423
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,571 Twitter users whose recent tweets contained "#remotework", 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 Wednesday, 08 June 2022 at 19:38 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 43-minute period from Tuesday, 31 May 2022 at 16:00 UTC to Wednesday, 08 June 2022 at 16:43 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 : #remotework
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:
[5619] #remotejobs,#remotework [3847] hiring,remote [3398] apply,#remotejobs [2719] remote,job [2573] #remotework,#remotejobs [1691] #remotework,#remote [1505] apply,#remotework [1436] #remote,#remoteworking [1430] #remoteworking,#workanywhere [1430] #workanywhere,#wfh Top Word Pairs in Tweet in G1:
[137] remote,work [45] #remotework,#workfromhome [41] #remotework,#hybridwork [38] #remotework,#remotejobs [37] working,home [37] elon,musk [36] working,remotely [34] #remotework,#remoteworking [33] work,home [30] learn,more Top Word Pairs in Tweet in G2:
[890] remote,job [581] #remotework,#remotejobs [338] apply,#remotework [281] #remotejobs,#remotework [241] #remotework,#remotejob [222] #remotework,#remote [200] #remote,#remoteworking [200] #remoteworking,#workanywhere [200] #workanywhere,#wfh [200] #wfh,apply Top Word Pairs in Tweet in G3:
[5117] #remotejobs,#remotework [3674] hiring,remote [3335] apply,#remotejobs [1797] remote,job [1634] #remotework,#remotejobs [1441] #remotework,#remote [1230] #remote,#remoteworking [1230] #remoteworking,#workanywhere [1230] #workanywhere,#wfh [1230] #wfh,apply Top Word Pairs in Tweet in G4:
[35] remote,work [27] 40,hours [21] hours,week [21] home,office [17] remote,working [17] back,office [16] minimum,40 [16] work,office [14] #remotework,#hybridwork [13] #elonmusk,#tesla Top Word Pairs in Tweet in G5:
[99] #futureofwork,#remotework [92] #iot,#5g [91] #digitaltransformation,#ai [79] #ai,#iot [78] spirosmargaris,kkruse [54] #remotework,#hybridwork [45] #hybridwork,#digitaltransformation [43] workforce,hyland [43] hyland,#futureofwork [43] #hylandpartner,spirosmargaris Top Word Pairs in Tweet in G6:
[79] #leadership,#management [64] #futureofwork,#remotework [63] well,being [62] changes,workplace [62] workplace,behavior [62] behavior,correlate [62] correlate,changes [62] changes,both [62] both,work [62] work,well Top Word Pairs in Tweet in G7:
[63] #remotework,#blacktechtwitter [45] full,time [44] tech,companies [39] good,news [39] news,guess [39] guess,getting [39] getting,full [39] time,job [39] job,one [39] one,top Top Word Pairs in Tweet in G8:
[34] #cybersecurity,#security [28] language,based [28] based,bec [28] bec,attacks [28] attacks,rising [28] rising,armorblox [28] armorblox,djsampath [28] djsampath,#cybersecurity [28] #security,#infosecurity [28] #infosecurity,#itsecurity Top Word Pairs in Tweet in G9:
[142] #remotework,#remotejobs [138] #remotejobs,#wfh [27] remotely,#remotework [26] looking,remote [25] hiring,remote [24] united,states [23] remote,senior [16] software,engineer [16] work,remotely [16] hiring,looking Top Word Pairs in Tweet in G10:
[117] #web3,#hiringnow [115] remote,apply [115] #remotejobs,#remotework [111] #hiringnow,#remotejobs [110] tag,friend [94] friend,#cryptojobslist [94] #cryptojobslist,#web3 [91] featured,opportunity [89] apply,tag [21] hiring,looking Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: