The graph represents a network of 14,115 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, 01 April 2020 at 17:52 UTC.
The tweets in the network were tweeted over the 5-day, 0-hour, 59-minute period from Friday, 27 March 2020 at 14:45 UTC to Wednesday, 01 April 2020 at 15:44 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 : 14115
Unique Edges : 16545
Edges With Duplicates : 7194
Total Edges : 23739
Number of Edge Types : 5
MentionsInRetweet : 6069
Tweet : 7636
Mentions : 5009
Retweet : 4599
Replies to : 426
Self-Loops : 7741
Reciprocated Vertex Pair Ratio : 0.0188430236820881
Reciprocated Edge Ratio : 0.0369890616004606
Connected Components : 4672
Single-Vertex Connected Components : 2904
Maximum Vertices in a Connected Component : 5367
Maximum Edges in a Connected Component : 13305
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.111957
Graph Density : 6.97523445416456E-05
Modularity : 0.635908
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 14,115 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, 01 April 2020 at 17:52 UTC.
The tweets in the network were tweeted over the 5-day, 0-hour, 59-minute period from Friday, 27 March 2020 at 14:45 UTC to Wednesday, 01 April 2020 at 15:44 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:
[1430] remote,work [1299] working,home [731] #remotework,#workfromhome [667] work,home [611] working,remotely [570] #remoteworking,#remotework [535] #workfromhome,#remotework [518] #wfh,#remotework [506] covid,19 [470] #remotework,#wfh Top Word Pairs in Tweet in G1:
[310] working,home [290] remote,work [166] #remotework,#workfromhome [155] #workfromhome,#remotework [142] working,remotely [141] work,home [111] #wfh,#remotework [104] #covid19,#remotework [103] covid,19 [98] #remotework,#covid19 Top Word Pairs in Tweet in G2:
[107] remote,work [46] #remotework,#wfh [46] #managerchats,#remotework [42] working,home [33] work,home [33] #workfromhome,#remotework [32] working,remotely [31] #remote,#job [30] #remotework,#managerchats [28] #remotework,#workfromhome Top Word Pairs in Tweet in G3:
[128] working,home [91] remote,workers [85] #cybersecurity,#remotework [81] #remotework,#cybersecurity [77] remote,work [76] #remotework,#wfh [68] covid,19 [67] #wfh,#remotework [58] work,home [52] #security,#cybersecurity Top Word Pairs in Tweet in G4:
[345] #workingfromhome,#remoteworking [341] #remoteworking,#remotework [338] #collaboration,#remotelearning [335] #remotelearning,#workingfromhome [335] #remotework,#telecommuting [330] thomas_capone,#collaboration [314] #telecommuting,#remotejobs [299] #remotejobs,#remoteworklife [253] #remoteworklife,#remoteemployees [202] #remoteemployees,#wfh Top Word Pairs in Tweet in G5:
[71] working,home [60] work,home [56] remote,work [31] article,fastcompany [30] check,article [30] fastcompany,onejarednewman [30] onejarednewman,insights [30] insights,saltstack [30] saltstack,cto [30] cto,thatch45 Top Word Pairs in Tweet in G6:
[150] #remotejob,#remotework [148] hiring,remotely [115] #remotework,#remotejobs [98] #remotework,#softwaredevelopment [87] #softwaredevelopment,apply [61] #remotework,#workfromhome [60] software,engineer [56] #remotejobs,#remotework [55] #remotework,#jobsearch [55] #jobsearch,#remotework Top Word Pairs in Tweet in G7:
[49] remote,work [38] #remotework,challenging [38] set,working [38] working,hours [38] hours,take [38] breaks,eat [38] eat,regular [38] regular,meals [38] meals,exercise [38] exercise,possible Top Word Pairs in Tweet in G8:
[61] remote,work [21] #remotework,#workfromhome [20] #wfh,#remotework [19] working,home [19] stay,productive [18] remote,teams [18] need,consider [18] many,meme [18] meme,rabbit [18] rabbit,holes Top Word Pairs in Tweet in G9:
[64] remote,work [55] work,remotely [37] #remotework,medium [35] short,term [34] digital,skills [34] skills,work [34] remotely,short [34] term,let's [34] let's,talk [34] talk,please Top Word Pairs in Tweet in G10:
[70] hi,non [70] non,technical [70] technical,friend [70] friend,put [70] put,together [70] together,short [70] short,calm [70] calm,video [70] video,shows [70] shows,set Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G7:
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:
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: