The graph represents a network of 5,223 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 August 2020 at 12:16 UTC.
The requested start date was Wednesday, 12 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 1-day, 11-hour, 56-minute period from Monday, 10 August 2020 at 12:04 UTC to Wednesday, 12 August 2020 at 00:01 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 : 5223
Unique Edges : 5717
Edges With Duplicates : 11244
Total Edges : 16961
Number of Edge Types : 5
Tweet : 2447
Mentions : 2808
Retweet : 4456
MentionsInRetweet : 7175
Replies to : 75
Self-Loops : 2589
Reciprocated Vertex Pair Ratio : 0.0281552209572775
Reciprocated Edge Ratio : 0.0547684248124777
Connected Components : 1325
Single-Vertex Connected Components : 844
Maximum Vertices in a Connected Component : 2906
Maximum Edges in a Connected Component : 13903
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.388559
Graph Density : 0.000307943249274616
Modularity : 0.397268
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,223 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 August 2020 at 12:16 UTC.
The requested start date was Wednesday, 12 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 1-day, 11-hour, 56-minute period from Monday, 10 August 2020 at 12:04 UTC to Wednesday, 12 August 2020 at 00:01 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:
[638] digital,transformation [172] wef,enricomolinari [159] ty,wef [146] covid,19 [141] gt,gt [141] artificial,intelligence [128] machine,learning [121] #digitaltransformation,#machinelearning [108] becomes,digital [101] #ai,#ml Top Word Pairs in Tweet in G1:
[86] digital,transformation [27] covid,19 [23] digital,marketing [20] daily,#digitaltransformation [20] learn,more [20] latest,digital [19] #innovation,#digitaltransformation [18] marketing,daily [18] #digitaltransformation,#ai [16] #cloud,#digitaltransformation Top Word Pairs in Tweet in G2:
[177] digital,transformation [112] gt,gt [109] wef,enricomolinari [101] ty,wef [90] #digitaltransformation,#machinelearning [86] becomes,digital [81] machine,learning [81] person,leads [79] chief,information [79] information,officer Top Word Pairs in Tweet in G3:
[96] digital,transformation [88] countries,#digitaltransformation [63] #digitaltransformation,projects [58] projects,wef [58] #digitaltransformation,cc [55] wef,#innovation [55] #innovation,amitchampaneri1 [55] amitchampaneri1,paula_piccard [54] nicochan33,countries [54] paula_piccard,enricomolina Top Word Pairs in Tweet in G4:
[114] digital,transformation [55] #digitaltransformation,#digital [44] #digital,#transformation [31] covid,19 [28] #digital,#digitaltransformation [23] #digitaltransformation,#leadership [22] transformation,#digitaltransformation [21] #transformation,#digital [19] top,10 [19] trends,2020 Top Word Pairs in Tweet in G5:
[16] digital,transformation [14] join,discussion [13] discussion,#digitaltransformation [13] transformación,digital [9] #digitaltransformation,#telecommunications [9] #telecommunications,#telecom [9] américa,latina [9] #aulasenhuelga,#educación [9] #educación,#pandemia [9] #pandemia,unos Top Word Pairs in Tweet in G6:
[25] google,planning [25] planning,giant [25] giant,underwater [25] optic,cable [25] cable,between [25] between,uk [25] uk,spain [25] spain,google [25] google,wef [24] underwater,fibre Top Word Pairs in Tweet in G7:
[37] thinking,style [37] style,calendar [37] calendar,week [37] week,events [37] events,thoughts [37] thoughts,end [37] end,version [37] version,close [37] close,macos [37] macos,calendar Top Word Pairs in Tweet in G8:
[28] #fintech,#tech [28] #tech,#lot [28] #lot,#ai [25] #ai,#ml [24] #ml,#bigdata [22] #bigdata,#innovation [14] #innovation,#technology [12] more,more [12] höhere,arbeitsaktivität [11] quantum,computing Top Word Pairs in Tweet in G9:
[18] covid,19 [10] customers,need [10] need,know [10] know,data [10] data,secure [10] secure,customer [10] customer,experience [10] experience,wake [10] wake,covid [10] 19,depends Top Word Pairs in Tweet in G10:
[14] keytree,announced [14] announced,intent [14] intent,integrate [14] integrate,deloitteuk [14] deloitteuk,creating [14] creating,largest [14] largest,sap [14] sap,enabled [13] keytreeuk,keytree [13] enabled,#digitaltransformation 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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