The graph represents a network of 19,718 Twitter users whose recent tweets contained "#WFH", 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 Saturday, 28 March 2020 at 21:13 UTC.
The tweets in the network were tweeted over the 1-day, 17-hour, 46-minute period from Friday, 27 March 2020 at 02:35 UTC to Saturday, 28 March 2020 at 20:21 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 : 19718
Unique Edges : 21037
Edges With Duplicates : 3563
Total Edges : 24600
Number of Edge Types : 5
Mentions : 4937
Retweet : 5127
MentionsInRetweet : 5747
Tweet : 7854
Replies to : 935
Self-Loops : 7929
Reciprocated Vertex Pair Ratio : 0.0189222811497414
Reciprocated Edge Ratio : 0.0371417555584115
Connected Components : 8053
Single-Vertex Connected Components : 5056
Maximum Vertices in a Connected Component : 3071
Maximum Edges in a Connected Component : 5715
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.768535
Graph Density : 4.00277991804955E-05
Modularity : 0.743693
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 19,718 Twitter users whose recent tweets contained "#WFH", 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 Saturday, 28 March 2020 at 21:13 UTC.
The tweets in the network were tweeted over the 1-day, 17-hour, 46-minute period from Friday, 27 March 2020 at 02:35 UTC to Saturday, 28 March 2020 at 20:21 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 : #WFH
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:
[1949] working,home [825] work,home [619] #wfh,#workfromhome [531] #workfromhome,#wfh [366] home,#wfh [316] re,working [313] #covid19,#wfh [311] love,see [306] behind,scenes [304] getting,ready Top Word Pairs in Tweet in G1:
[441] working,home [258] work,home [201] #workfromhome,#wfh [195] #wfh,#workfromhome [97] home,#wfh [91] #wfh,#covid19 [85] #covid19,#wfh [83] week,#wfh [82] #workingfromhome,#wfh [72] covid,19 Top Word Pairs in Tweet in G2:
[56] working,home [43] #workfromhome,engineers [43] engineers,#wfh [43] #wfh,ht [43] ht,drjdrooghaag [36] work,home [31] #wfh,#cybersecurity [24] talk,#cybersecurity [21] remote,access [20] #cybersecurity,#infosec Top Word Pairs in Tweet in G3:
[173] #100daysofcode,#wfh [163] don,cry [163] cry,#javascript [163] #javascript,#100daysofcode [163] #wfh,#angular [78] #workfromhome,#wfh [72] #wfh,#contestalert [65] #contestalert,#contestindia [47] #sachaikigarmee,#workfromhome [47] #stayhomestaysafe,#codekarona Top Word Pairs in Tweet in G4:
[32] working,home [29] using,zoom_us [18] #covid19,#wfh [18] home,#wfh [16] many,using [13] zoom_us,call [12] #wfh,#workfromhome [11] #wfh,#covid19 [11] #quarantinelife,#wfh [10] b'se,working Top Word Pairs in Tweet in G5:
[286] #doourpart,#wfh [286] #wfh,wanted [286] wanted,give [286] give,behind [286] behind,scenes [286] scenes,look [286] look,getting [286] getting,ready [286] ready,nfl [286] nfl,draft Top Word Pairs in Tweet in G6:
[106] #wfh,finds [106] finds,challenges [106] challenges,poor [106] poor,connectivity [106] connectivity,scams [106] scams,security [106] security,concerns [106] concerns,issues [106] issues,know [106] know,manage Top Word Pairs in Tweet in G7:
[32] requests,create [21] working,home [19] #wfh,learn [17] more,people [16] getting,lot [16] lot,requests [16] create,#microsoftteams [16] #microsoftteams,more [16] people,#wfh [16] learn,create Top Word Pairs in Tweet in G8:
[186] ก,อนหน [186] อนหน,าน [186] าน,วางแผนจะทำขนมขาย [186] วางแผนจะทำขนมขาย,มาตอนน [186] มาตอนน,ได [186] ได,หย [186] หย,ดงานเลยถ [186] ดงานเลยถ,อโอกาสทำขายตอนน [186] อโอกาสทำขายตอนน,ซะเลย [186] ซะเลย,อ Top Word Pairs in Tweet in G9:
[127] #collaboration,#remotelearning [127] #remotelearning,#workingfromhome [127] #workingfromhome,#remoteworking [127] #remoteworking,#remotework [127] #remotework,#telecommuting [127] #remoteworklife,#remoteemployees [127] #remoteemployees,#wfh [126] #telecommuting,#remotejobs [126] #remotejobs,#remoteworklife [124] thomas_capone,#collaboration Top Word Pairs in Tweet in G10:
[38] working,home [35] fails,blow [35] blow,bubbles [35] bubbles,#thursdaymotivation [35] #thursdaymotivation,#thursdaymood [35] #thursdaymood,#thursdaymorning [35] #thursdaymorning,#wfh [35] #wfh,_thebestdoggie_ [34] home,#wfh [26] #wfh,due Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
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 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: