The graph represents a network of 6,091 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, 17 November 2021 at 20:26 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 50-minute period from Monday, 08 November 2021 at 19:19 UTC to Wednesday, 17 November 2021 at 18:10 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 : 6091
Unique Edges : 7998
Edges With Duplicates : 12469
Total Edges : 20467
Number of Edge Types : 5
Retweet : 4726
MentionsInRetweet : 3078
Mentions : 3199
Replies to : 193
Tweet : 9271
Self-Loops : 9391
Reciprocated Vertex Pair Ratio : 0.034980787067709
Reciprocated Edge Ratio : 0.067596978619895
Connected Components : 1873
Single-Vertex Connected Components : 1299
Maximum Vertices in a Connected Component : 3016
Maximum Edges in a Connected Component : 16017
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.607247
Graph Density : 0.000210572059937149
Modularity : 0.379728
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,091 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, 17 November 2021 at 20:26 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 50-minute period from Monday, 08 November 2021 at 19:19 UTC to Wednesday, 17 November 2021 at 18:10 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 : #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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2853] #remotejobs,#remotework [2767] #remotework,#remotejobs [2216] #remotework,#digitalnomad [958] remote,job [785] remote,work [698] software,engineer [664] apply,#remotework [569] hiring,remote [540] fully,remote [486] #job,#remotework Top Word Pairs in Tweet in G1:
[149] remote,work [111] #remotework,#remotejobs [70] position,open [55] #remotework,#workfromhome [52] learn,more [51] #wfh,#remotework [41] work,home [41] read,more [40] working,home [40] #remotejobs,#remotework Top Word Pairs in Tweet in G2:
[2376] #remotejobs,#remotework [2202] #remotework,#digitalnomad [1546] #remotework,#remotejobs [541] software,engineer [471] fully,remote [470] #job,#remotework [445] competitive,compensation [434] remote,based [413] #remotework,#remotejob [391] role,working Top Word Pairs in Tweet in G3:
[85] #futureofwork,#remotework [79] #remotework,#hybridwork [51] #hybridwork,#remotework [50] gt,gt [49] #bigdata,#analytics [49] #analytics,#datascience [45] #startup,#sundaythoughts [45] #sundaythoughts,#remotework [45] #remotework,#strategy [45] #strategy,#thinkbigsundaywithmarsha Top Word Pairs in Tweet in G4:
[389] #cryptojobs,#techjobs [389] #techjobs,#hiringnow [389] #hiringnow,#remotejobs [389] #remotejobs,#remotework [369] remote,apply [328] featured,opportunity [328] apply,send [328] send,friend [328] friend,#cryptojobs [53] opportunity,senior Top Word Pairs in Tweet in G5:
[92] personalized,twitter [92] twitter,companion [92] companion,safest [92] safest,twitter [92] twitter,automation [92] automation,tool [85] #meta,#metaverse [85] #metaverse,#futureofwork [85] #futureofwork,#hybridwork [85] #business,#tech Top Word Pairs in Tweet in G6:
[292] #remotework,#remotejobs [168] #remotejobs,#wfh [158] hiring,remote [124] apply,#remotework [101] join,talented [101] talented,team [100] team,apply [98] exciting,opportunity [54] remotely,#remotework [37] remote,senior Top Word Pairs in Tweet in G7:
[178] remote,work [37] #رؤيةالسعودية_2030,#تطوير [37] #تطوير,#عمل [37] #عمل,#عن [37] #عن,#بعد [32] ucon,presents [32] speaker,#remoteworkx [32] #remoteworkx,saudi [32] saudi,arabia [32] #vision2030,#saudievents Top Word Pairs in Tweet in G8:
[54] #remotework,predicted [54] predicted,transform [54] transform,future [54] future,economy [53] enricomolinari,#futureofwork [53] #iot,#ehealth [41] economy,enricomolinari [41] #futureofwork,#smarthome [41] #smarthome,#iot [41] #ehealth,#ai Top Word Pairs in Tweet in G9:
[510] #remotework,#remotejobs [503] apply,#remotework [243] remote,job [93] engineer,apply [76] developer,apply [73] full,stack [65] software,engineer [40] manager,apply [38] engineer,#remotework [35] designer,apply Top Word Pairs in Tweet in G10:
[19] long,term [17] #remotework,#strategy [17] cisco,working [16] working,long [16] term,partner [16] partner,lumentechco [16] lumentechco,prepare [16] prepare,#fow [16] #fow,#cloud [16] #cloud,unification Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: