The graph represents a network of 3,834 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, 26 February 2020 at 20:20 UTC.
The requested start date was Wednesday, 26 February 2020 at 19:10 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, 0-hour, 40-minute period from Tuesday, 25 February 2020 at 18:30 UTC to Wednesday, 26 February 2020 at 19:10 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 : 3834
Unique Edges : 5400
Edges With Duplicates : 1938
Total Edges : 7338
Number of Edge Types : 4
Tweet : 2191
Mentions : 1481
MentionsInRetweet : 3599
Replies to : 67
Self-Loops : 2191
Reciprocated Vertex Pair Ratio : 0.0155565293602103
Reciprocated Edge Ratio : 0.0306364617044229
Connected Components : 1295
Single-Vertex Connected Components : 896
Maximum Vertices in a Connected Component : 1738
Maximum Edges in a Connected Component : 4978
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.278021
Graph Density : 0.000315397909677388
Modularity : 0.578792
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 3,834 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, 26 February 2020 at 20:20 UTC.
The requested start date was Wednesday, 26 February 2020 at 19:10 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, 0-hour, 40-minute period from Tuesday, 25 February 2020 at 18:30 UTC to Wednesday, 26 February 2020 at 19:10 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:
[731] gt,gt [385] digital,transformation [177] mikequindazzi,gt [157] #digitaltransformation,trends [142] trends,shaping [142] shaping,2020 [142] mulesoft,mikequindazzi [139] 2020,gt [138] gt,mulesoft [138] gt,#cx Top Word Pairs in Tweet in G1:
[110] digital,transformation [22] join,discussion [21] #digital,#digitaltransformation [12] digital,workplace [11] industry,digital [11] transformation,synonymous [11] synonymous,alternative [11] alternative,terms [11] terms,fundamental [11] fundamental,busine Top Word Pairs in Tweet in G2:
[649] gt,gt [158] mikequindazzi,gt [129] #digitaltransformation,trends [123] trends,shaping [123] shaping,2020 [123] mulesoft,mikequindazzi [121] 2020,gt [120] gt,mulesoft [120] gt,#cx [120] #cx,#apis Top Word Pairs in Tweet in G3:
[77] #digitaltransformation,#innovation [69] #iot,#digitaltransformation [66] #ai,#iot [61] #3dprinting,#ai [60] gt,gt [46] #dubai,built [46] built,world [46] world,largest [46] largest,#3dprinted [46] #3dprinted,building Top Word Pairs in Tweet in G4:
[17] digital,transformation [15] #iot,#ai [12] gt,gt [10] chief,information [10] move,beyond [10] beyond,#digitaltransformation [10] #digitaltransformation,improve [9] information,officer [9] #ai,#digitaltransformation [9] read,#bim Top Word Pairs in Tweet in G5:
[66] digital,transformation [31] #digital,#digitaltransformation [25] #digitaltransformation,#digital [21] #digital,#transformation [20] more,expansive [20] expansive,view [20] view,design [20] design,thinking [20] #designthinking,#digital [17] opening,avenues Top Word Pairs in Tweet in G6:
[12] #business,#devops [12] #devops,#fintech [12] #fintech,#finserv [12] #finserv,#ai [9] glad,take [9] take,part [9] part,today [9] today,industry [9] industry,experts [9] experts,workshop Top Word Pairs in Tweet in G7:
[10] ronald_vanloon,companies [10] companies,start [10] start,developing [10] developing,#ai [10] #ai,strategy [10] strategy,ronald_vanloon [10] ronald_vanloon,mitra [10] mitra,azizirad [10] azizirad,microsoft [10] microsoft,ai Top Word Pairs in Tweet in G8:
[8] #bigdata,#datascience [8] artificial,intelligence [7] digital,transformation [7] #digitaltransformation,#digital [6] #digital,#transformation [4] #emergingtechnologies,impacting [4] impacting,industries [4] industries,#bigdata [4] common,myths [4] myths,digital Top Word Pairs in Tweet in G9:
[10] explore,#empower [10] #empower,global [10] global,workforce [10] workforce,bring [10] bring,#digitaltransformation [10] #digitaltransformation,#social [10] #social,impact [10] impact,together [10] artificial,intelligence [9] sallyeaves,explore Top Word Pairs in Tweet in G10:
[26] learn,#ai [26] #ai,#digitaltransformation [26] #digitaltransformation,#industry40 [26] #industry40,#nexcon2019 [26] #nexcon2019,'nexcon [26] 'nexcon,virtual [26] virtual,conference [26] conference,smart [21] 7wdata,learn [21] smart,manufacturing' Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: