The graph represents a network of 4,189 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, 20 May 2020 at 12:02 UTC.
The requested start date was Wednesday, 20 May 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, 5-hour, 46-minute period from Monday, 18 May 2020 at 18:10 UTC to Tuesday, 19 May 2020 at 23:57 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 : 4189
Unique Edges : 4265
Edges With Duplicates : 7392
Total Edges : 11657
Number of Edge Types : 5
Mentions : 2100
Tweet : 1579
Retweet : 2998
MentionsInRetweet : 4893
Replies to : 87
Self-Loops : 1715
Reciprocated Vertex Pair Ratio : 0.027501265395647
Reciprocated Edge Ratio : 0.0535303776683087
Connected Components : 1059
Single-Vertex Connected Components : 626
Maximum Vertices in a Connected Component : 2142
Maximum Edges in a Connected Component : 8792
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.618922
Graph Density : 0.000347136483120959
Modularity : 0.459524
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,189 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, 20 May 2020 at 12:02 UTC.
The requested start date was Wednesday, 20 May 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, 5-hour, 46-minute period from Monday, 18 May 2020 at 18:10 UTC to Tuesday, 19 May 2020 at 23:57 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 G2:
[50] digital,transformation [14] #ai,#iot [12] #iot,#iiot [12] tout,ce [11] ce,avez [10] avez,toujours [10] toujours,voulu [10] voulu,savoir [10] savoir,l'intelligence [10] l'intelligence,artificielle Top Word Pairs in Tweet in G3:
[63] internet,things [37] antgrasso,lindagrass0 [36] things,reality [33] reality,business [33] business,beyond [33] lindagrass0,ronald_vanloon [33] artificial,intelligence [33] ronald_vanloon,mikequindazzi [33] beyond,antgrasso [33] demystifying,implicit Top Word Pairs in Tweet in G4:
[117] #microfocus,#virtualuniverse [111] #digitaltransformation,cc [96] #security,risk [96] risk,governance [96] digital,transformation [96] #virtualuniverse,#security [85] governance,keynote [71] microfocussec,#microfocus [70] #digital,#digitaltransformation [68] #virtualuniverse,attendees Top Word Pairs in Tweet in G5:
[78] npc_india_gov,#webinar [32] #webinar,#digitaltransformation [27] #digitaltransformation,#ai [27] #ai,#blockchain [26] #blockchain,#3dprint [24] #3dprint,#gamificationto [24] #webinar,#covid [16] #covid,19 [15] 19,#digitaltransformation [15] register,npc_india_gov Top Word Pairs in Tweet in G6:
[132] gt,gt [82] created,report [82] report,iot [82] iot,#digitaltransformation [82] #digitaltransformation,efforts [73] effort,make [54] make,change [54] change,minimizing [54] minimizing,human [52] human,error Top Word Pairs in Tweet in G7:
[26] use,cases [11] more,slides [11] slides,co [10] #iot,#iiot [9] #ai,#iot [7] intelligent,connectivity [7] connectivity,use [7] cases,#5g [7] #5g,#ai [7] #iot,read Top Word Pairs in Tweet in G8:
[52] #digitaltransformation,centro [43] centro,ricerca [43] ricerca,mckinsey [43] mckinsey,14 [41] 14,delle [28] delle,iniziative [28] iniziative,digitali [28] digitali,porta [28] porta,#ritorno [28] #innovazione,manca Top Word Pairs in Tweet in G9:
[9] world,look [9] look,2045 [9] 2045,future [9] future,#technology [9] #technology,#digitaltransformation [9] comes,#digitaltransformation [9] #digitaltransformation,isn [9] isn,right [9] right,wrong [8] wrong,judgment Top Word Pairs in Tweet in G10:
[8] digital,transformation [8] #iiot,#industry40 [8] teaching,students [8] higher,education [8] #technology,#digitaltransformation [8] machine,learning [8] #industry40,#connected [8] #ai,#ml [8] #digitaltransformation,#tech [8] #highered,#highereducation Top Replied-To in Entire Graph:
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