The graph represents a network of 5,002 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, 05 August 2020 at 12:15 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 8-hour, 51-minute period from Sunday, 02 August 2020 at 14:36 UTC to Tuesday, 04 August 2020 at 23:28 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 : 5002
Unique Edges : 6142
Edges With Duplicates : 12741
Total Edges : 18883
Number of Edge Types : 5
Retweet : 4981
MentionsInRetweet : 8078
Tweet : 1877
Mentions : 3885
Replies to : 62
Self-Loops : 2043
Reciprocated Vertex Pair Ratio : 0.031063321385902
Reciprocated Edge Ratio : 0.0602549246813441
Connected Components : 967
Single-Vertex Connected Components : 543
Maximum Vertices in a Connected Component : 3092
Maximum Edges in a Connected Component : 16255
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.371825
Graph Density : 0.000379492274276052
Modularity : 0.386322
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,002 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, 05 August 2020 at 12:15 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 8-hour, 51-minute period from Sunday, 02 August 2020 at 14:36 UTC to Tuesday, 04 August 2020 at 23:28 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:
[536] digital,transformation [365] gt,gt [219] #digitaltransformation,#machinelearning [215] link,gt [187] #ai,#machinelearning [184] #analytics,#datascience [175] artificial,intelligence [167] #datascience,#ai [160] #digitaltransformation,#iot [159] data,science Top Word Pairs in Tweet in G1:
[321] gt,gt [196] link,gt [175] #digitaltransformation,#machinelearning [144] use,cases [134] artificial,intelligence [120] data,science [99] ingliguori,#digitaltransformation [95] digital,transformation [90] data,source [80] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[87] #digitaltransformation,#iot [55] #digitaltransformation,jblefevre60 [51] digital,transformation [49] 2030,wef [48] #ar,transforming [48] transforming,operating [48] operating,rooms [47] india,2030 [47] wef,changes [47] changes,impressive Top Word Pairs in Tweet in G3:
[73] digital,transformation [32] learn,more [26] #digital,#digitaltransformation [20] join,discussion [20] discussion,#digitaltransformation [20] #digitaltransformation,#telecommunications [20] #telecommunications,#telecom [13] read,more [13] covid,19 [12] #digitaltransformation,#digital Top Word Pairs in Tweet in G4:
[115] digital,transformation [40] #digitaltransformation,cc [25] #digitaltransformation,#iot [24] learn,more [22] #iot,cc [19] #digital,#digitaltransformation [17] transformation,#digitaltransformation [17] #ai,#digitaltransformation [15] covid,19 [15] industrial,revolution Top Word Pairs in Tweet in G5:
[39] digital,transformation [38] #digitaltransformation,#digitaltechnology [38] #digitaltechnology,#eastmidlandschamber [15] general,session [15] government,agencies [14] centurylink,providing [14] providing,network [14] network,connectivity [14] connectivity,managed [14] managed,services Top Word Pairs in Tweet in G6:
[103] #analytics,#datascience [80] #bigdata,#analytics [79] #marketing,#digital [79] #defstar5,#mpgvip [78] open,offers [78] offers,#marketing [78] #digital,#smm [78] #smm,#seo [78] #seo,#socialmedia [78] #socialmedia,#defstar5 Top Word Pairs in Tweet in G7:
[34] #fintech,#tech [34] #tech,#lot [31] #bigdata,#innovation [30] #lot,#ai [30] #ai,#ml [29] #ml,#bigdata [27] #innovation,#technology [15] #technology,#digitaltransformation [15] #digitaltransformation,saeedbaygi [15] saeedbaygi,riskcentre Top Word Pairs in Tweet in G8:
[18] #digitaltransformation,#digital [13] #business,#devops [13] #devops,#fintech [13] #fintech,#finserv [13] #finserv,#ai [13] #ai,#algorithms [11] #algorithms,#digitaltransformation [9] #digital,#digitaltransformation [8] #digital,revolution [7] globaliqx,data Top Word Pairs in Tweet in G9:
[14] latest,news [14] inbox,subscribe [11] driven,digital [11] digital,transformation [11] cloudchangelog,latest [10] subscribe,daily [10] daily,updates [8] tomorrow,catch [8] catch,rwang0 [8] rwang0,session Top Word Pairs in Tweet in G10:
[15] featured,#thoughtleadership [15] #thoughtleadership,#enterpriseit [15] #enterpriseit,week [7] theebizwizard,featured [7] low,code [7] heptagontech,#enterprises [7] #enterprises,leveraging [7] leveraging,#opensource [7] #opensource,#tech [7] #tech,drive Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: