The graph represents a network of 4,036 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 29 July 2020 at 12:15 UTC.
The requested start date was Wednesday, 29 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 58-minute period from Monday, 27 July 2020 at 19:55 UTC to Tuesday, 28 July 2020 at 23:53 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 : 4036
Unique Edges : 4149
Edges With Duplicates : 7340
Total Edges : 11489
Number of Edge Types : 5
Mentions : 2199
Tweet : 1628
Retweet : 2946
MentionsInRetweet : 4644
Replies to : 72
Self-Loops : 1739
Reciprocated Vertex Pair Ratio : 0.0258711721224921
Reciprocated Edge Ratio : 0.0504374678332476
Connected Components : 1038
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 2185
Maximum Edges in a Connected Component : 9009
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.449813
Graph Density : 0.000357931037023664
Modularity : 0.435425
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,036 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 29 July 2020 at 12:15 UTC.
The requested start date was Wednesday, 29 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 58-minute period from Monday, 27 July 2020 at 19:55 UTC to Tuesday, 28 July 2020 at 23:53 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 : digitaltransformation
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:
[321] digital,transformation [162] gt,gt [161] #ai,#iot [142] #digitaltransformation,#iot [103] internet,things [89] #vr,#mr [88] #ai,#vr [88] #mr,#digitaltransformation [87] #digitaltransformation,#machinelearning [83] things,enables Top Word Pairs in Tweet in G1:
[63] digital,transformation [33] customer,experience [25] experience,number [25] number,one [25] one,priority [25] priority,#retail [25] #retail,adopting [25] adopting,human [25] human,machine [25] machine,hybrid Top Word Pairs in Tweet in G2:
[86] internet,things [80] gt,gt [78] things,enables [78] enables,citizens [78] citizens,businesses [78] businesses,governments [78] governments,interact [78] interact,remotely [78] remotely,scale [78] scale,host Top Word Pairs in Tweet in G3:
[76] #ai,#iot [66] #future,#navigation [66] #navigation,powered [66] powered,#ar [66] #ar,#mr [66] #mr,mt [66] mt,alvinfoo [66] alvinfoo,#vr [66] #vr,#digitaltransformation [65] #digitaltransformation,#3danimation Top Word Pairs in Tweet in G4:
[66] keynote,analysis [66] analysis,webcast [66] webcast,ft [63] ft,antonioneri_hpe [63] antonioneri_hpe,age [63] age,#insights [63] #insights,#digitaltransformation [59] ronald_vanloon,keynote [59] #digitaltransformation,ronald_vanl [50] #iiot,#iotpl Top Word Pairs in Tweet in G5:
[33] digital,transformation [13] #digitaltransformation,#digital [10] #digital,transformation [10] week,episode [10] episode,futurumpodcast [10] futurumpodcast,joined [10] joined,colleague [10] colleague,futurumresearch [10] futurumresearch,sarah_wallace [9] shellykramer,week Top Word Pairs in Tweet in G6:
[51] digital,transformation [32] #digitaltransformation,#digital [29] #digital,#transformation [19] covid,19 [13] transformation,#digitaltransformation [11] #digital,#digitaltransformation [10] three,pillars [10] pillars,digital [9] transformation,strategy [8] rethinking,digital Top Word Pairs in Tweet in G7:
[20] powering,innovation [20] innovation,banking [20] banking,embrace [17] #fintech,#finserv [16] embrace,#cloud [16] #cloud,#ibmpartner [16] #ibmpartner,#ai [16] #ai,#fintech [16] #finserv,#digitaltransformation [14] #digitaltransformation,ibmcloud Top Word Pairs in Tweet in G8:
[58] gt,gt [29] elements,create [29] create,distinctive [29] distinctive,#cx [29] #cx,gt [29] gt,#pwc [29] #pwc,ruben_arce_s [29] ruben_arce_s,#ux [25] #ux,#fintech [25] #fintech,#digital Top Word Pairs in Tweet in G9:
[6] #innovation,#tech [6] #ai,#robotics [6] #robotics,#robots [5] google,cloud [5] advance,#digitaltransformation [5] #digitaltransformation,strategy [5] tesla,owner [5] owner,home [5] home,receive [5] receive,amazon Top Word Pairs in Tweet in G10:
[3] #digitaltransformation,#mobility [2] affordable,ride [2] ride,sharing [2] sharing,wont [2] wont,survive [2] survive,pandemic [2] pandemic,#mobility [2] #mobility,#digitaltransformation [2] #digitaltransformation,nicole_scooter [2] facing,#automotive Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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