The graph represents a network of 4,534 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, 21 April 2021 at 12:20 UTC.
The requested start date was Wednesday, 21 April 2021 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, 21-hour, 15-minute period from Monday, 19 April 2021 at 02:45 UTC to Wednesday, 21 April 2021 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 : 4534
Unique Edges : 4553
Edges With Duplicates : 11572
Total Edges : 16125
Number of Edge Types : 5
Retweet : 4771
MentionsInRetweet : 7042
Tweet : 2410
Mentions : 1825
Replies to : 77
Self-Loops : 2521
Reciprocated Vertex Pair Ratio : 0.017334470019892
Reciprocated Edge Ratio : 0.0340782122905028
Connected Components : 1022
Single-Vertex Connected Components : 673
Maximum Vertices in a Connected Component : 2886
Maximum Edges in a Connected Component : 14145
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.992796
Graph Density : 0.000348374042007876
Modularity : 0.383226
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,534 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, 21 April 2021 at 12:20 UTC.
The requested start date was Wednesday, 21 April 2021 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, 21-hour, 15-minute period from Monday, 19 April 2021 at 02:45 UTC to Wednesday, 21 April 2021 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:
[551] digital,transformation [481] #cx,#digitaltransformation [232] #digitaltransformation,learn [225] join,npc_india_gov [225] npc_india_gov,webinar [225] webinar,#cybersecurity [225] #cybersecurity,essentials [225] essentials,#digitaltransformation [225] learn,key [216] coffee,talk Top Word Pairs in Tweet in G1:
[336] #cx,#digitaltransformation [183] #machinelearning,#python [178] #digitaltransformation,#hclswlobp [176] dx,deep [176] deep,dive [176] dive,#cx [176] #hclswlobp,#machinelearning [169] #python,#programming [166] miriamasensi,dx [163] #programming,#nlp Top Word Pairs in Tweet in G2:
[64] digital,transformation [11] #digital,#digitaltransformation [10] #innovation,#digitaltransformation [9] daily,#digitaltransformation [9] read,more [9] #digitaltransformation,#digital [8] covid,19 [8] learn,more [7] missed,#microfocusuniverse [7] #microfocusuniverse,highlights Top Word Pairs in Tweet in G3:
[106] digital,transformation [89] #cx,#digitaltransformation [62] coffee,talk [52] #bigdata,#uk [52] #uk,#linkedin [49] #linkedin,#supplychain [46] #supplychain,#women [42] #digital,#digitaltransformation [37] #usa,#socialmedia [35] #bigdata,#frenchtech Top Word Pairs in Tweet in G4:
[97] digital,transformation [54] #digitaltransformation,#digital [52] #bigdata,#digital [41] #digital,#transformation [38] #digital,#digitaltransformation [29] #cx,#digitaltransformation [24] #digitaltransformation,#bigdata [14] global,industry [13] transformation,smart [13] smart,wearable Top Word Pairs in Tweet in G5:
[53] predictions,world [53] world,2030 [53] 2030,wef [53] wef,#mi [53] #mi,#robotics [53] #robotics,#innovation [53] #innovation,#artificialintelligence [53] #artificialintelligence,#emergingtech [51] ronald_vanloon,predictions [50] #emergingtech,# Top Word Pairs in Tweet in G6:
[134] ubisoft,exploring [134] exploring,#tezos [134] #tezos,technology [134] technology,becoming [134] becoming,corporate [134] corporate,baker [134] baker,welcome [134] welcome,ecosystem [134] ecosystem,read [133] labosnomades,ubisoft Top Word Pairs in Tweet in G7:
[205] join,npc_india_gov [205] npc_india_gov,webinar [205] webinar,#cybersecurity [205] #cybersecurity,essentials [205] essentials,#digitaltransformation [205] #digitaltransformation,learn [205] learn,key [180] key,concepts [110] concepts,cybersecurity [105] yadu86,join Top Word Pairs in Tweet in G8:
[24] records,youtube [21] #fridaysforfuture,#senkulteu [18] youtube,#fridaysforfuture [16] hard,truth [16] truth,business [16] business,model [16] model,innovation [16] innovation,claychristensen [16] claychristensen,harvardhbs [16] harvardhbs,classic Top Word Pairs in Tweet in G9:
[16] digital,transformation [14] higher,education [13] join,#obcsummit [13] over,20 [13] 20,governments [13] governments,120 [13] 120,industry [13] industry,experts [11] #obcsummit,over [9] experts,21st Top Word Pairs in Tweet in G10:
[15] #digitaltransformation,supporting [15] supporting,europe [15] europe,recovery [15] recovery,#pandemic [14] #digitallpublic,conference [11] maria,fátima [11] fátima,fonseca [10] #pandemic,violaroberto [10] violaroberto,maria [9] #baselineprotocol,#ethereum Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: