The graph represents a network of 3,695 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, 16 December 2019 at 03:32 UTC.
The requested start date was Monday, 16 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 2-hour, 40-minute period from Thursday, 12 December 2019 at 22:20 UTC to Monday, 16 December 2019 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 : 3695
Unique Edges : 6639
Edges With Duplicates : 3455
Total Edges : 10094
Number of Edge Types : 3
Mentions : 8724
Tweet : 1308
Replies to : 62
Self-Loops : 1308
Reciprocated Vertex Pair Ratio : 0.0254212237658883
Reciprocated Edge Ratio : 0.0495820121072355
Connected Components : 692
Single-Vertex Connected Components : 366
Maximum Vertices in a Connected Component : 2034
Maximum Edges in a Connected Component : 8025
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.372553
Graph Density : 0.000508303337966039
Modularity : 0.514851
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 3,695 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, 16 December 2019 at 03:32 UTC.
The requested start date was Monday, 16 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 2-hour, 40-minute period from Thursday, 12 December 2019 at 22:20 UTC to Monday, 16 December 2019 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:
[1140] gt,gt [316] mikequindazzi,gt [251] mikequindazzi,#ai [235] #ar,#iot [230] #pwc,mikequindazzi [216] ravikikan,#startups [187] device,turns [187] turns,walls [187] #iot,#wearabletech [187] #wearabletech,#sensors Top Word Pairs in Tweet in G1:
[359] gt,gt [85] mikequindazzi,gt [55] #pwc,mikequindazzi [47] mikequindazzi,#ai [43] wef,mikequindazzi [42] projected,economic [42] economic,value [42] value,#digitaltransformation [42] #digitaltransformation,top [42] top,100 Top Word Pairs in Tweet in G2:
[547] gt,gt [181] #ar,#iot [178] mikequindazzi,gt [158] device,turns [158] turns,walls [158] intengineering,#ar [158] #iot,#wearabletech [158] #wearabletech,#sensors [157] walls,touchscreen [155] #pwc,mikequindazzi Top Word Pairs in Tweet in G3:
[52] future,work [50] designer,engineer [50] engineer,jack [50] jack,davies [50] davies,imbues [50] imbues,creativity [50] creativity,everything [50] everything,case [50] case,we've [50] we've,asked Top Word Pairs in Tweet in G4:
[43] quantum,computing [42] #ai,#robotics [41] computing,change [41] change,world [41] world,theeconomist [40] #ai,#sdgs [40] #sdgs,#quantumcomputing [40] #quantumcomputing,#futureofwork [40] #futureofwork,quantum [40] theeconomist,mt Top Word Pairs in Tweet in G5:
[24] internet,things [24] things,companies [23] companies,dominate [23] dominate,2020s [23] 2020s,prepare [23] prepare,resume [23] resume,#iot [22] tamaramccleary,internet [22] #iot,#futureofwo [20] katebravery,wswmuc Top Word Pairs in Tweet in G6:
[200] ravikikan,#startups [98] ravikikan,mikequindazzi [97] mikequindazzi,#ai [85] gt,gt [61] #startups,#emergingtech [61] #emergingtech,top [61] top,#emergingtechnologies [60] #emergingtechnologies,ranked [56] #workforce,today [56] today,#digital Top Word Pairs in Tweet in G7:
[53] talk,lot [53] lot,#futureofwork [53] #futureofwork,good [53] good,reason [53] reason,way [53] way,work [53] work,changing [53] changing,organizations [52] citrix,talk [52] organizations,evolving Top Word Pairs in Tweet in G8:
[25] #skills,need [22] employers,oecd [22] oecd,countries [22] countries,report [22] report,having [22] having,difficulties [22] difficulties,finding [22] finding,employees [22] employees,#skills [22] need,prepare Top Word Pairs in Tweet in G9:
[25] angelicagallegs,yukarikingdom18 [25] yukarikingdom18,mhall55nine [25] mhall55nine,eoff_sylvia [25] eoff_sylvia,montynishimura [25] montynishimura,bperrionni [25] bperrionni,semicvet50 [25] semicvet50,brindusab1 [25] brindusab1,ritacobix [22] arnabch01,angelicagallegs [3] ritacobix,papryka5 Top Word Pairs in Tweet in G10:
[45] #workforcetransformation,#hr [45] #hr,#workforcestrategy [44] #futureofwork,#workforcetransformation [44] #workforcestrategy,bersin [6] #impacthc,#futureofwork [6] #futureofwork,#workforce [6] #workforce,#humancapital [6] #humancapital,deloittehc [3] #humancapital,#capitalh [3] #capitalh,#futureofwork Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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: