The graph represents a network of 3,991 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, 31 January 2022 at 21:39 UTC.
The requested start date was Monday, 31 January 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 3-day, 9-hour, 54-minute period from Thursday, 27 January 2022 at 15:05 UTC to Monday, 31 January 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 : 3991
Unique Edges : 6347
Edges With Duplicates : 16820
Total Edges : 23167
Number of Edge Types : 5
Mentions : 4101
Replies to : 77
Tweet : 984
MentionsInRetweet : 12335
Retweet : 5670
Self-Loops : 1207
Reciprocated Vertex Pair Ratio : 0.036480686695279
Reciprocated Edge Ratio : 0.0703933747412008
Connected Components : 531
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 2770
Maximum Edges in a Connected Component : 21330
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.87674
Graph Density : 0.00063695947460734
Modularity : 0.323472
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,991 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, 31 January 2022 at 21:39 UTC.
The requested start date was Monday, 31 January 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 3-day, 9-hour, 54-minute period from Thursday, 27 January 2022 at 15:05 UTC to Monday, 31 January 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:
[1642] gave,kred [1636] kred,#influence [1173] eli_krumova,gave [1090] #ai,#ml [794] #iot,#iiot [670] #ml,#iot [504] #womenintech,#womeninstem [419] #iiot,#iotpl [402] #womeninstem,#womenintech [364] #influence,#womenintech Top Word Pairs in Tweet in G1:
[1637] gave,kred [1631] kred,#influence [1168] eli_krumova,gave [1057] #ai,#ml [769] #iot,#iiot [663] #ml,#iot [503] #womenintech,#womeninstem [417] #iiot,#iotpl [402] #womeninstem,#womenintech [364] #influence,#womenintech Top Word Pairs in Tweet in G2:
[125] #automation,#futureofwork [84] #robotics,#automation [80] #robotics,#futureofwork [72] #vr,#ar [67] nicochan33,pawlowskimario [65] #motivation,#futureofwork [65] #ai,#robotics [65] #futureofwork,#innovation [64] #worklife,#motivation [61] #futureofwork,#leadership Top Word Pairs in Tweet in G3:
[103] martinhoyes,#hrtech [91] #csr,#shrm [83] #hr,#csr [78] #hrtech,#corpgov [78] #corpgov,#hr [78] #shrm,#startup [60] passle,timothy_hughes [55] timothy_hughes,dlaignite [54] #leadership,#futureofwork [48] #fashiontech,#ehealth Top Word Pairs in Tweet in G4:
[31] impact,#futureofwork [30] #futureofwork,2022 [29] #cloudcomputing,#hybrid [29] #hybrid,work [29] work,deloitte [29] deloitte,explores [29] explores,technological [29] technological,advancements [29] advancements,impact [29] 2022,technology Top Word Pairs in Tweet in G5:
[43] decision,making [38] #algorithms,decision [38] making,excellent [38] excellent,free [38] free,download [38] download,book [38] book,#abdsc [38] #abdsc,#ai [37] haroldsinnott,#algorithms [37] #ai,#machinelea Top Word Pairs in Tweet in G6:
[147] #vr,#ar [138] japan,using [138] using,#futureofwork [138] #futureofwork,#children [138] #children,#vr [138] #ar,#educacion [138] #educacion,#edtech [138] #edtech,teach [138] teach,dangers [138] dangers,flash Top Word Pairs in Tweet in G7:
[37] children,growing [37] growing,ai [37] ai,need [37] need,know [37] know,#ai [37] #ai,#futureofwork [35] wef,children [25] #futureofwork,#jobs [25] #jobs,#humanrights [25] #humanrights,#politics Top Word Pairs in Tweet in G8:
[17] #futureofwork,#leadership [8] sherrell_dorsey,#futureofwork [6] #leadership,#careeradvice [6] #remotework,#futureofwork [6] #futureofwork,#remotework [6] bit,biased [6] biased,think [6] think,tpinsights [6] tpinsights,hbcu [6] hbcu,innovation Top Word Pairs in Tweet in G9:
[112] tech,music [112] music,education [112] education,#futureofwork [112] #futureofwork,happy [112] happy,building [112] building,future [112] future,best [112] best,guys [112] guys,industry [111] adewaleyusuf_,tech Top Word Pairs in Tweet in G10:
[2] transform,yourself [2] yourself,organisation [2] organisation,contact [2] contact,whatsapp [2] whatsapp,91 [2] 91,99712 [2] 99712,76471 [2] #futureofwork,#strategist [2] #strategist,#hr [2] #hr,#hrmedia Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: