The graph represents a network of 5,005 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 Thursday, 29 April 2021 at 12:20 UTC.
The requested start date was Wednesday, 28 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, 22-hour, 10-minute period from Monday, 26 April 2021 at 01:50 UTC to Wednesday, 28 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 : 5005
Unique Edges : 4843
Edges With Duplicates : 10620
Total Edges : 15463
Number of Edge Types : 5
Retweet : 4095
MentionsInRetweet : 6180
Tweet : 2775
Mentions : 2297
Replies to : 116
Self-Loops : 2935
Reciprocated Vertex Pair Ratio : 0.0235920852359209
Reciprocated Edge Ratio : 0.0460966542750929
Connected Components : 1524
Single-Vertex Connected Components : 1004
Maximum Vertices in a Connected Component : 2380
Maximum Edges in a Connected Component : 11985
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.367103
Graph Density : 0.000268516455566815
Modularity : 0.388281
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,005 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 Thursday, 29 April 2021 at 12:20 UTC.
The requested start date was Wednesday, 28 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, 22-hour, 10-minute period from Monday, 26 April 2021 at 01:50 UTC to Wednesday, 28 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:
[422] digital,transformation [363] #machinelearning,#bigdata [345] #digitaltransformation,#cloud [337] #bigdata,#uk [332] #usa,#frenchtech [327] #uk,#usa [303] ingliguori,#digitaltransformation [269] #frenchtech,#datascience [256] coffee,talk [242] #datascience,#cx Top Word Pairs in Tweet in G1:
[65] digital,transformation [18] #digital,#digitaltransformation [15] latest,digital [13] read,more [13] #ai,#digitaltransformation [12] covid,19 [12] watch,video [11] video,learn [11] learn,more [9] daily,#digitaltransformation Top Word Pairs in Tweet in G2:
[198] coffee,talk [112] #machinelearning,#bigdata [107] #digitaltransformation,#cloud [99] iot,coffee [99] welcome,#iot [99] #iot,coffee [93] ingliguori,#digitaltransformation [90] chat,#digital [85] #digital,#iiot [82] #ai,#iot Top Word Pairs in Tweet in G3:
[257] #bigdata,#uk [251] #usa,#frenchtech [250] #uk,#usa [207] #frenchtech,#datascience [192] #machinelearning,#bigdata [184] #datascience,#cx [176] #digitaltransformation,#cloud [162] ingliguori,#digitaltransformation [126] #cx,#women [124] #cloud,#machinelearning Top Word Pairs in Tweet in G4:
[37] #infographic,antgrasso [34] digital,transformation [31] #machinelearning,#deeplearning [28] antgrasso,data [24] antgrasso,lindagrass0 [21] internet,things [21] things,potential [21] potential,economic [21] economic,impact [21] impact,2025 Top Word Pairs in Tweet in G5:
[66] digital,transformation [35] #digitaltransformation,#digital [27] #digital,#transformation [22] fogle_shane,junjudapi [22] junjudapi,fklivestolearn [22] fklivestolearn,drjdrooghaag [21] #digitaltransformation,fogle_shane [15] global,#supplychain [15] #supplychain,vulnerabilities [15] vulnerabilities,frontierview Top Word Pairs in Tweet in G6:
[43] thanks,richardeudes [21] digital,transformation [20] #machinelearning,#bigdata [19] #ai,#ml [19] richardeudes,#analytics [16] shanebrighton,technative [15] trends,2021 [15] technative,business [15] richardeudes,#datascience [14] #ml,#machinelearning Top Word Pairs in Tweet in G7:
[153] webinar,#cybersecurity [153] #cybersecurity,essentials [153] essentials,#digitaltransformation [153] #digitaltransformation,learn [153] learn,key [153] key,concepts [120] concepts,cybersecurity [117] join,npc_india_gov [117] npc_india_gov,webinar [81] yadu86,join Top Word Pairs in Tweet in G8:
[5] #aem,assets [5] assets,essentials [5] essentials,re [5] re,democratizing [5] democratizing,content [5] content,organization [5] organization,#digitaltransformation [5] #digitaltransformation,find [4] lonistark,#aem [4] find,mor Top Word Pairs in Tweet in G9:
[10] wsisprocess,workshop [7] 26,april [7] #undtg4eca,pleased [7] #digitaltransformation,#europe [6] #europe,#centralasia [5] high,level [5] 12,00 [5] pleased,welcome [5] pleased,announce [4] april,2021 Top Word Pairs in Tweet in G10:
[44] records,youtube [36] youtube,#fridaysforfuture [33] #fridaysforfuture,#senkulteu [20] rec,youtube [17] #senkulteu,#climatechange [15] #climatechange,#berlin [14] #digitaltransformation,#blacklivesmatter [12] youtube,#corona [12] #digitalmarketing,#digitaltransformation [11] #systemchange,#corona 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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