The graph represents a network of 3,880 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, 12 February 2020 at 20:20 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 21-hour, 14-minute period from Tuesday, 11 February 2020 at 03:46 UTC to Wednesday, 12 February 2020 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 : 3880
Unique Edges : 5829
Edges With Duplicates : 1983
Total Edges : 7812
Number of Edge Types : 4
MentionsInRetweet : 4390
Tweet : 2083
Mentions : 1294
Replies to : 45
Self-Loops : 2083
Reciprocated Vertex Pair Ratio : 0.0180555555555556
Reciprocated Edge Ratio : 0.0354706684856753
Connected Components : 1283
Single-Vertex Connected Components : 866
Maximum Vertices in a Connected Component : 1828
Maximum Edges in a Connected Component : 5475
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.235782
Graph Density : 0.000340918453315899
Modularity : 0.583649
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,880 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, 12 February 2020 at 20:20 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 21-hour, 14-minute period from Tuesday, 11 February 2020 at 03:46 UTC to Wednesday, 12 February 2020 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 : 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:
[447] gt,gt [365] digital,transformation [101] mikequindazzi,gt [96] #digitaltransformation,#iot [92] drive,#digitaltransformation [82] paula_piccard,haroldsinnott [81] haroldsinnott,jblefevre60 [77] taxi,prototype [77] cheap,flights [77] flights,city Top Word Pairs in Tweet in G1:
[80] digital,transformation [50] drive,#digitaltransformation [48] smbs,hungry [48] brings,customer [48] customer,data [48] data,together [48] together,helps [48] helps,drive [46] hungry,#tech [46] #tech,brings Top Word Pairs in Tweet in G2:
[359] gt,gt [84] mikequindazzi,gt [61] #ai,#iot [50] questions,define [50] define,#digitaltransformation [50] #digitaltransformation,#infographics [50] #infographics,ravikikan [48] ravikikan,schmarzo [47] schmarzo,timothy_hughes [42] gt,#ai Top Word Pairs in Tweet in G3:
[61] digital,transformation [38] enterprises,spend [38] spend,entire [38] entire,business [38] undergoing,major [37] business,orgs [37] orgs,undergoing [35] major,#digitaltransformation [35] dhinchcliffe,enterprises [28] gt,gt Top Word Pairs in Tweet in G4:
[78] paula_piccard,haroldsinnott [77] haroldsinnott,jblefevre60 [73] taxi,prototype [73] cheap,flights [73] flights,city [73] city,city [73] city,intengineering [72] prototype,promises [72] promises,cheap [70] mvollmer1,taxi Top Word Pairs in Tweet in G5:
[21] bridge,growing [20] digital,transformation [20] skills,gap [14] banking,bridge [14] growing,digital [14] transformation,skills [11] disruption,mindset [11] mindset,digital [11] digital,organization [11] organization,interview Top Word Pairs in Tweet in G6:
[37] #digitaltransformation,cc [27] digital,transformation [18] #ai,#digitaltransformation [16] #digitaltransformation,#iot [16] #iot,cc [13] gt,gt [6] artificial,intelligence [6] rpa,ml [6] ml,workflow [6] workflow,automation Top Word Pairs in Tweet in G7:
[13] digital,transformation [13] drive,#digitaltransformation [12] smbs,hungry [12] hungry,#tech [12] #tech,brings [12] brings,customer [12] customer,data [12] data,together [12] together,helps [12] helps,drive Top Word Pairs in Tweet in G8:
[25] digital,transformation [24] link,gt [23] companies,overcome [23] overcome,challenges [23] challenges,digital [23] transformation,link [22] lindagrass0,companies [22] gt,xorlogics [9] #digitaltransformation,#strategy [8] #strategy,embracing Top Word Pairs in Tweet in G9:
[8] nuevo,paradigma [8] paradigma,blockchain [8] joaquinmoreno,blockchain [8] blockchain,practice [8] practice,globant [7] white,house [7] #iot,#datasecurity [7] #datasecurity,#cloud [7] #cloud,#cibersecurity [7] #cibersecurity,#bigdata Top Word Pairs in Tweet in G10:
[36] know,stakeholders [36] stakeholders,interested [36] interested,#roadmap [36] #roadmap,detailing [36] detailing,saps [36] saps,#integration [36] #integration,plan [36] plan,#cloud [35] chrstnklein,know [35] #cloud,wai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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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: