The graph represents a network of 3,589 Twitter users whose recent tweets contained "digitaltransformation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 13:03 UTC.
The tweets in the network were tweeted over the 1851-day, 6-hour, 33-minute period from Saturday, 20 January 2018 at 18:27 UTC to Wednesday, 15 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3589
Unique Edges : 3397
Edges With Duplicates : 9120
Total Edges : 12517
Number of Edge Types : 8
Retweet : 2410
MentionsInRetweet : 4406
Tweet : 1975
Mentions : 2038
Quote : 102
MentionsInReplyTo : 872
MentionsInQuote : 475
Replies to : 239
Self-Loops : 3179
Reciprocated Vertex Pair Ratio : 0.034180346300877
Reciprocated Edge Ratio : 0.066101326375299
Connected Components : 1019
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 1741
Maximum Edges in a Connected Component : 9713
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.811492
Graph Density : 0.000357139196224808
Modularity : 0.355244
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,589 Twitter users whose recent tweets contained "digitaltransformation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 13:03 UTC.
The tweets in the network were tweeted over the 1851-day, 6-hour, 33-minute period from Saturday, 20 January 2018 at 18:27 UTC to Wednesday, 15 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[416] digital,transformation [356] #digitaltransformation,#digitalcurrency [334] #climatescam,#climatejustice [334] #news,#vaccinegenocide [334] #climatejustice,#digitaltransformation [334] #climate,#climatescam [334] #digitalcurrency,#news [246] #iot,#iiot [237] #usa,#treason [237] #treason,#climate Top Word Pairs in Tweet in G1:
[140] digital,transformation [42] learn,more [23] read,more [18] #ai,#ml [18] #digitaltransformation,#digital [17] #digitaltransformation,#dx [16] #ml,#futurism [16] #futurism,#intelligencefactory [16] #intelligencefactory,#digitaltransformation [16] #digitaltransformation,#technology Top Word Pairs in Tweet in G2:
[38] #ai,#machinelearning [30] large,language [29] next,generation [29] #chatgpt,#ai [29] language,models [29] generation,large [29] _robtoews,#chatgpt [29] models,_robtoews [28] #machinelearning,#deeplearn [28] marcusborba,next Top Word Pairs in Tweet in G3:
[71] digital,transformation [24] start,business [24] identify,critical [24] insights,evaluating [24] digital,efforts [24] business,objectives [24] need,start [24] objectives,identify [24] evaluating,digital [24] critical,insights Top Word Pairs in Tweet in G4:
[198] #iot,#iiot [195] #iotpl,#iotcl [101] #iiot,#iotpl [95] #ai,#ml [79] #iiot,#automation [79] #automation,#iot [79] #tech,#iiot [79] #digital,#futurist [79] chat,#digital [79] welcome,iot Top Word Pairs in Tweet in G5:
[118] #digitaltransformation,#technology [114] #ai,#artificialintelligence [100] #artificialintelligence,#digitaltransformation [98] #futurework,#engineering [98] #technology,#tech [98] #tech,#futurework [98] #engineering,#automation [77] #roboticsainews,#ai [39] #roboticsainews,#robot [36] #robot,#robotics Top Word Pairs in Tweet in G6:
[70] technical,advisory [70] advisory,committee [70] 2023,#digitaltransformation [69] human,development [69] committee,national [69] development,report [69] chair,technical [69] report,2023 [69] national,human [69] replytariq,chair Top Word Pairs in Tweet in G7:
[54] #cybersecurity,#innovation [54] #innovation,#fintech [49] #ai,#ml [48] #fintech,#startups [47] #startups,#ai [44] #ml,#digitaltransformation [18] digital,transformation [17] #digitaltransformation,hyland [15] mike,vizard [13] #enteprisearchitecture,#digitaltransformation Top Word Pairs in Tweet in G8:
[13] challenges,#artificialintelligence [13] #machinelearning,model [13] #artificialintelligence,#machinelearning [13] model,development [12] development,#digitaltransformat [12] r_demidchuk,challenges [9] #sponsored,#hivemq_iiot [7] #cybersecurity,#cloudrange_iiot [7] prepare,ot [7] ot,cyber Top Word Pairs in Tweet in G9:
[15] digital,transformation [10] loved,ones [8] north,tees [8] helping,patients [8] tees,hartlepool [8] trust,helping [8] hartlepool,#nhs [8] voice,back [8] #nhs,foundation [8] foundation,trust Top Word Pairs in Tweet in G10:
[78] #digitaltransformation,#fintechnews [62] #roboinu,#digitaltransformation [61] rgi_info,#roboinu [19] rbif,rgi_info [6] #robowallet,#digitaltransformation [6] #robowarrior,#robowallet [6] #robofam,#roboinu [6] #roboinu,rbif [5] practical,value [5] choice,investment Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: