The graph represents a network of 5,089 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, 16 September 2020 at 12:23 UTC.
The requested start date was Wednesday, 16 September 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 4-day, 5-hour, 59-minute period from Friday, 11 September 2020 at 18:00 UTC to Wednesday, 16 September 2020 at 00:00 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 : 5089
Unique Edges : 5022
Edges With Duplicates : 10636
Total Edges : 15658
Number of Edge Types : 5
Tweet : 2836
Retweet : 4175
MentionsInRetweet : 6274
Mentions : 2307
Replies to : 66
Self-Loops : 3001
Reciprocated Vertex Pair Ratio : 0.0214084507042254
Reciprocated Edge Ratio : 0.0419194704908991
Connected Components : 1373
Single-Vertex Connected Components : 905
Maximum Vertices in a Connected Component : 2820
Maximum Edges in a Connected Component : 12789
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.993399
Graph Density : 0.000280077513344234
Modularity : 0.400648
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,089 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, 16 September 2020 at 12:23 UTC.
The requested start date was Wednesday, 16 September 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 4-day, 5-hour, 59-minute period from Friday, 11 September 2020 at 18:00 UTC to Wednesday, 16 September 2020 at 00:00 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:
[639] digital,transformation [288] #digitaltransformation,#digital [238] gt,gt [219] #ai,#iot [201] #ai,#digitaltransformation [174] #digital,#transformation [168] #digitaltransformation,#innovation [157] transformation,#digitaltransformation [129] #machinelearning,#bigdata [124] #digital,#digitaltransformation Top Word Pairs in Tweet in G1:
[83] digital,transformation [32] daily,#digitaltransformation [29] #digitaltransformation,#innovation [22] covid,19 [17] artificial,intelligence [15] cloud,managed [13] join,johan [13] johan,arts [13] arts,svp [13] svp,emea Top Word Pairs in Tweet in G2:
[198] gt,gt [108] digital,transformation [104] #ai,#digitaltransformation [77] #ai,#ml [74] link,gt [69] #digitaltransformation,#machinelearning [65] #digitaltransformation,#ai [62] data,clearly [62] clearly,become [62] become,global Top Word Pairs in Tweet in G3:
[150] #ai,#iot [112] digital,transformation [74] #bigdata,#ai [72] ruben_arce_s,#digitaltransformation [68] #iot,#tech [67] #machinelearning,#bigdata [60] #ml,#dl [59] #digitaltransformation,#ml [59] #dl,#deeplearning [57] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[148] digital,transformation [105] #digitaltransformation,#digital [82] #digital,#transformation [50] transformation,#digitaltransformation [49] #digital,#digitaltransformation [35] #transformation,#digital [21] transformation,right [20] machine,learning [16] right,#digitaltransformation [15] transformation,#transformation Top Word Pairs in Tweet in G5:
[55] keynote,analysis [55] ft,sreekanti [55] sreekanti,rbchristiansen [55] rbchristiansen,dougcackett [55] dougcackett,nandavijaydev [54] nandavijaydev,#digitaltransformation [40] analysis,webcast [40] webcast,ft [36] ronald_vanloon,keynote [36] #digitaltransformation,moderni Top Word Pairs in Tweet in G6:
[52] let's,discuss [51] tech,update [23] discuss,#digitaltransformation [13] #digitaltransformation,#digitalstrategy [12] #digitalstrategy,#digitalworkplace [10] digital,transformation [7] #socialselling,#digitalselling [7] #digitaltransformation,journey [7] update,ship [7] ship,traffic Top Word Pairs in Tweet in G7:
[28] #digitaltransformation,#digital [27] digital,transformation [25] #digital,#transformation [11] transformation,#digitaltransformation [11] twitter,excellence [9] fabriziobustama,#digitaltransformation [9] #digitaltransformation,always [9] always,needs [9] needs,start [9] start,customers Top Word Pairs in Tweet in G8:
[41] #technology,#tech [40] #dynamiccio,#technology [40] #tech,#digital [40] #digital,#linux [40] #linux,#girlswhocode [40] #girlswhocode,#digitaltransformation [40] #digitaltransformation,#digital [26] dynamiccio,#dynamiccio [20] #sustainability,#ai [17] #ai,#5g Top Word Pairs in Tweet in G9:
[18] #iiot,#iotpl [15] #digital,#digitaltransformation [13] #bigdata,#datascience [12] #iot,#iiot [12] #iotpl,#digitaltransformation [11] #datascience,#ai [11] digital,transformation [10] #machinelearning,#ai [10] deep,learning [10] #analytics,#datascience Top Word Pairs in Tweet in G10:
[18] #ai,#digitaltransformation [18] alvinfoo,#robotic [17] #robotic,restaurant [17] restaurant,#china [17] #china,#ai [17] #digitaltransformation,#retail [17] #retail,#smartretail [17] #smartretail,#futureofwork [17] #futureofwork,#robot [10] #digitaltransformation,#iot 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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