The graph represents a network of 4,147 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, 25 October 2021 at 20:43 UTC.
The requested start date was Monday, 25 October 2021 at 00:01 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 4-day, 3-hour, 27-minute period from Wednesday, 20 October 2021 at 20:33 UTC to Monday, 25 October 2021 at 00:00 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 : 4147
Unique Edges : 6057
Edges With Duplicates : 14203
Total Edges : 20260
Number of Edge Types : 5
Mentions : 3997
MentionsInRetweet : 9759
Retweet : 4935
Replies to : 79
Tweet : 1490
Self-Loops : 1704
Reciprocated Vertex Pair Ratio : 0.0419715884631941
Reciprocated Edge Ratio : 0.0805618673827722
Connected Components : 643
Single-Vertex Connected Components : 368
Maximum Vertices in a Connected Component : 2769
Maximum Edges in a Connected Component : 18181
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.221566
Graph Density : 0.000563121028214097
Modularity : 0.340339
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,147 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, 25 October 2021 at 20:43 UTC.
The requested start date was Monday, 25 October 2021 at 00:01 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 4-day, 3-hour, 27-minute period from Wednesday, 20 October 2021 at 20:33 UTC to Monday, 25 October 2021 at 00:00 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:
[368] #machinelearning,#bigdata [367] #bigdata,#analytics [331] #iot,#iiot [325] #ai,#machinelearning [298] #domainname,#forsale [297] premium,#domainname [271] #analytics,#datascience [205] #analytics,#ai [197] #datascience,#iot [193] artificial,intelligence Top Word Pairs in Tweet in G1:
[136] #bigdata,#ml [123] #ai,#aiio [123] #aiio,#bigdata [120] #ml,#nlu [114] #nlu,#futureofwork [89] mitchzenger,synctrics [88] artificial,intelligence [70] #futureofwork,#leadership [57] #hr,bartender [51] premium,#domainname Top Word Pairs in Tweet in G2:
[355] #bigdata,#analytics [343] #machinelearning,#bigdata [314] #iot,#iiot [285] #ai,#machinelearning [264] #analytics,#datascience [247] #domainname,#forsale [246] premium,#domainname [193] #datascience,#iot [176] #analytics,#ai [175] gave,kred Top Word Pairs in Tweet in G3:
[108] nicochan33,jblefevre60 [70] nicochan33,labordeolivier [69] #futureofwork,#robot [69] #robot,#robotics [68] leo,walk [68] walk,fly [68] fly,#futureofwork [68] #robotics,akwyz [68] akwyz,wswmuc [68] wswmuc,fogle_shane Top Word Pairs in Tweet in G4:
[42] facing,workforce [31] future,work [23] workforce,#futureofwork [23] future,hybrid [23] hybrid,let's [22] let's,ahead [22] ahead,biggest [22] biggest,#cybersecurity [22] #cybersecurity,challenges [22] challenges,facing Top Word Pairs in Tweet in G5:
[76] #aml,#crypto [63] #csr,#corpgov [57] #startup,#startups [57] #insurtech,#fintech [54] #wef,#datagovernance [54] #fintech,#regtech [53] #datagovernance,#futureofwork [50] #finserv,#wef [50] #startups,#ai [50] martinhoyes,#csr Top Word Pairs in Tweet in G6:
[14] digital,work [12] microsoftadc,digital [12] work,involves [12] involves,platforms [12] platforms,skills [12] skills,agency [12] agency,forget [12] #microsoftresearch,#futureofwork [10] forget,people [10] people,lives Top Word Pairs in Tweet in G7:
[13] #remotework,#remotejobs [11] #humanresources,#humancapital [10] #hr,#humanresources [10] #humancapital,#careers [9] #careers,#consulting [9] #consulting,#futureofwork [9] #talent,#talentoptimization [9] hybrid,work [9] #futureofwork,#hybridwork [8] #futureofwork,#talent Top Word Pairs in Tweet in G8:
[35] web,projects [33] xhashtagio,web [29] projects,rely [29] rely,#communities [29] #communities,drive [29] drive,growth [29] growth,adoption [29] adoption,#xhashtag [29] #xhashtag,community [29] community,accelerator Top Word Pairs in Tweet in G9:
[24] #futureofwork,#leadership [14] great,leader [9] work,truly [9] truly,great [9] #hr,#ceo [6] former,vp [6] read,article [6] article,below [6] sponsored,namelyhr [6] namelyhr,#futureofwork Top Word Pairs in Tweet in G10:
[5] hybrid,work [5] #leadership,#futureofwork [4] forrester,research [4] research,jgownder [4] jgownder,offers [4] offers,insights [4] insights,companies [4] companies,address [4] address,vaccine [4] vaccine,mandates 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 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: