The graph represents a network of 7,110 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, 15 November 2021 at 21:37 UTC.
The requested start date was Monday, 15 November 2021 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 2-day, 6-hour, 31-minute period from Friday, 12 November 2021 at 18:29 UTC to Monday, 15 November 2021 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 : 7110
Unique Edges : 7824
Edges With Duplicates : 15104
Total Edges : 22928
Number of Edge Types : 5
Mentions : 1700
MentionsInRetweet : 13891
Retweet : 6834
Tweet : 402
Replies to : 101
Self-Loops : 462
Reciprocated Vertex Pair Ratio : 0.00861111111111111
Reciprocated Edge Ratio : 0.0170751858992013
Connected Components : 226
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 5485
Maximum Edges in a Connected Component : 16340
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.136679
Graph Density : 0.000287347964654855
Modularity : 0.395599
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,110 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, 15 November 2021 at 21:37 UTC.
The requested start date was Monday, 15 November 2021 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 2-day, 6-hour, 31-minute period from Friday, 12 November 2021 at 18:29 UTC to Monday, 15 November 2021 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:
[5373] #ido,#whitelist [5366] solrazr_app,xhashtagio [5302] xhashtag,#ido [5301] #whitelist,open [5301] open,#solrazr [5301] #solrazr,participate [5301] participate,shape [5300] xhashtagio,xhashtag [5299] shape,#futureofwork [154] #iot,#iiot Top Word Pairs in Tweet in G1:
[5240] #ido,#whitelist [5239] solrazr_app,xhashtagio [5234] xhashtag,#ido [5234] #whitelist,open [5234] open,#solrazr [5234] #solrazr,participate [5234] participate,shape [5233] xhashtagio,xhashtag [5232] shape,#futureofwork [24] community,accelerator Top Word Pairs in Tweet in G2:
[148] #iot,#iiot [112] gave,kred [112] kred,#influence [86] #bigdata,#analytics [83] #machinelearning,#bigdata [82] #ai,#machinelearning [75] #ai,#artificialintelligence [75] eli_krumova,gave [74] #python,#rstats [73] #rstats,#reactjs Top Word Pairs in Tweet in G3:
[10] future,work [6] #future,#futureofwork [5] bring,thinking [5] thinking,reinvent [5] reinvent,#futureofwork [5] bring,ideas [5] ideas,shape [5] shape,digital [5] digital,#futureofwork [4] office,#futureofwork Top Word Pairs in Tweet in G4:
[2] drumeshprabhu,bullyingalberta [2] bullyingalberta,garynamie [2] garynamie,matthijsseamy [2] matthijsseamy,nevillegaunt [2] nevillegaunt,shades_dirty [2] shades_dirty,angelasuttner [2] angelasuttner,hspidell Top Word Pairs in Tweet in G5:
[41] mitchzenger,synctrics [28] #peopleanalytics,#futureofwork [21] #futureofwork,#leadership [20] bad,behavior [20] people,analytics [17] 'future,work' [14] synctrics,#hr [13] #synchronize,#peopleanalytics [10] opinion,opinion [10] make,many Top Word Pairs in Tweet in G6:
[15] theimcca,industry [15] industry,impact [15] impact,awards [15] awards,2021 [12] announce,theimcca [10] ucweek,hear [7] november,16th [6] tuesday's,theimcca [6] category,november [5] 16th,11am Top Word Pairs in Tweet in G7:
[4] hybrid,work [3] reimagining,#futureofwork [3] #futureofwork,less [3] less,more [3] internal,communication [3] communication,pros [3] pros,struggling [3] struggling,navigating [3] navigating,hybrid [3] work,structure Top Word Pairs in Tweet in G8:
[8] solrazr_app,xhashtagio [8] #ido,#whitelist [4] xhashtagio,#team [4] #team,#inspiration [4] #inspiration,#innovative [4] #innovative,#approaches [4] #approaches,towards [4] towards,#achieving [4] #achieving,#project [4] #project,#goals Top Word Pairs in Tweet in G9:
[7] #construction,#iot [7] #iot,#sustainability [7] #futureofwork,#infrastructure [6] #sustainability,#ai [6] #5g,#cloud [6] #cloud,#edge [6] #edge,#futureofwork [5] #ai,#5g [4] #infrastructure,#covid19 [3] data,fabric Top Word Pairs in Tweet in G10:
[12] #management,#futureofwork [12] #futureofwork,lire [10] lire,savoir [10] savoir,identifier [10] identifier,signaux [10] signaux,burn [10] burn,professionnel [10] professionnel,constamment [10] laurentalaus,#management [9] constamment,pres Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G8:
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: