The graph represents a network of 3,923 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 December 2022 at 22:52 UTC.
The requested start date was Monday, 12 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 4-hour, 6-minute period from Tuesday, 06 December 2022 at 20:54 UTC to Monday, 12 December 2022 at 01:00 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 : 3923
Unique Edges : 3795
Edges With Duplicates : 14263
Total Edges : 18058
Number of Edge Types : 5
Mentions : 4079
Retweet : 4687
MentionsInRetweet : 7431
Replies to : 100
Tweet : 1761
Self-Loops : 2383
Reciprocated Vertex Pair Ratio : 0.0452406254744193
Reciprocated Edge Ratio : 0.0865649963689179
Connected Components : 674
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 2400
Maximum Edges in a Connected Component : 14449
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.950901
Graph Density : 0.000447484551871356
Modularity : 0.317963
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,923 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 December 2022 at 22:52 UTC.
The requested start date was Monday, 12 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 4-hour, 6-minute period from Tuesday, 06 December 2022 at 20:54 UTC to Monday, 12 December 2022 at 01:00 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 : GraphServerTwitterSearch
Graph Term : futureofwork
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:
[338] visit,website [286] #wfh,#remoteworking [285] #ai,#artificialintelligence [281] #remotework,#remotejobs [268] #remotejobs,#workfromhome [267] #remoteworking,#futureofwork [266] #workfromhome,#wfh [256] #iot,#iiot [250] #ai,#ml [244] apply,#remotework Top Word Pairs in Tweet in G1:
[148] #bigdata,#analytics [147] #iot,#5g [144] gt,gt [143] #analytics,#ai [115] cheat,sheet [115] #innovation,#iot [113] #iiot,#iot [112] #machinelearning,#datascience [112] #cybersecurity,#bigdata [112] #datascience,#cybersecurity Top Word Pairs in Tweet in G2:
[109] #remotework,#remotejobs [109] #wfh,#remoteworking [109] #workfromhome,#wfh [109] #remoteworking,#futureofwork [109] #remotejobs,#workfromhome [97] apply,#remotework [65] remote,job [50] #automation,#futureofwork [50] iq,copilot [50] extremecloud,iq Top Word Pairs in Tweet in G3:
[236] mitchzenger,synctrics [136] #cx,#custserv [125] #hx,#xr [125] #xr,#ar [123] #ar,#vr [123] #daos,#nfts [121] #defi,#daos [115] #custserv,#ex [93] #ex,#rox [92] people,analytics Top Word Pairs in Tweet in G4:
[190] #ai,#artificialintelligence [120] #mi,#robotics [119] #artificialintelligence,#mi [116] gigadgets_,#ai [55] #tech,#technology [51] #robotics,#innovation [42] frronconi,#ai [36] #mi,#innovation [33] #ai,#machinelearning [30] midair,gigadgets_ Top Word Pairs in Tweet in G5:
[246] #iot,#iiot [187] #ai,#ml [174] #iiot,#iotpl [134] #iotpl,#iotcl [83] #ml,#machinelearning [74] #tech,#emergingtech [67] #futureofwork,#digitaltransformation [51] #iotcommunity,#iotslam [49] kred,#influence [49] gave,kred Top Word Pairs in Tweet in G6:
[337] visit,website [210] website,make [204] sumiconline,visit [178] trust,sumiconline [161] make,orders [156] orders,products [151] itâ,sumiconline [151] week,itâ [128] fast,lite [127] website,start Top Word Pairs in Tweet in G7:
[38] #futureofwork,#leadership [11] cornerstoneinc,#futureofwork [11] sponsored,cornerstoneinc [10] api,bubble [10] fellowship,program [10] during,next [10] session,stack3dao [10] next,session [10] stack3dao,fellowship [10] openai,api Top Word Pairs in Tweet in G8:
[114] technology,right [114] planet,make [114] today's,laptop [114] fake,technology [114] make,today's [114] right,nimo [114] laptop,history [114] nimo,planet [114] concept,fake [113] pascal_bornet,concept Top Word Pairs in Tweet in G9:
[95] #remotework,changing [95] enjoying,more [95] lives,people [95] reason,1000 [95] disabilities,enjoying [95] 1000,#remotework [95] more,job [95] people's,lives [95] people,disabilities [95] changing,people's Top Word Pairs in Tweet in G10:
[120] #programming,#datascience [115] #datascience,#academictwitter [84] #academictwitter,#machinelearning [72] #womenwhocode,#programming [66] #100daysofcode,#codenewbie [66] #codenewbie,#womenwhocode [51] #machinelearning,#serverless [50] #100daysofcode,#programming [46] #iotpl,#rstats [36] #serverless,#ml Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: