The graph represents a network of 4,522 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, 13 January 2021 at 13:22 UTC.
The requested start date was Wednesday, 13 January 2021 at 01:01 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, 12-hour, 54-minute period from Monday, 11 January 2021 at 12:05 UTC to Wednesday, 13 January 2021 at 01:00 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 : 4522
Unique Edges : 4454
Edges With Duplicates : 10562
Total Edges : 15016
Number of Edge Types : 5
Mentions : 1736
Tweet : 2841
Retweet : 4208
MentionsInRetweet : 6131
Replies to : 100
Self-Loops : 2994
Reciprocated Vertex Pair Ratio : 0.0122067216233354
Reciprocated Edge Ratio : 0.0241190289741582
Connected Components : 1401
Single-Vertex Connected Components : 1026
Maximum Vertices in a Connected Component : 2469
Maximum Edges in a Connected Component : 12642
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.630857
Graph Density : 0.000312317152614547
Modularity : 0.367228
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,522 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, 13 January 2021 at 13:22 UTC.
The requested start date was Wednesday, 13 January 2021 at 01:01 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, 12-hour, 54-minute period from Monday, 11 January 2021 at 12:05 UTC to Wednesday, 13 January 2021 at 01:00 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:
[397] #ai,#iot [388] digital,transformation [374] #iot,#tech [263] #iiot,#usa [248] #machinelearning,#bigdata [210] #tech,#iiot [205] #bigdata,#europe [201] #ai,#digitaltransformation [198] #bigdata,#ai [197] #usa,#linux Top Word Pairs in Tweet in G1:
[66] digital,transformation [20] service,desk [19] last,year [18] desk,impacted [18] impacted,massively [18] massively,last [18] year,plan [18] plan,2021 [16] #digital,#digitaltransformation [14] covid,19 Top Word Pairs in Tweet in G2:
[87] #iot,#tech [83] #ai,#iot [72] digital,transformation [62] #iiot,#usa [57] tech,update [54] #usa,#linux [52] #linux,#uk [50] #bigdata,#europe [50] #europe,#ai [48] #tech,#iiot Top Word Pairs in Tweet in G3:
[257] #iot,#tech [246] #ai,#iot [227] #machinelearning,#bigdata [178] #iiot,#usa [158] #bigdata,#artificialintelligence [148] #digitaltransformation,#cloud [145] #tech,#iiot [140] #bigdata,#ai [133] #bigdata,#europe [126] #usa,#linux Top Word Pairs in Tweet in G4:
[64] #ai,#digitaltransformation [57] #machinelearning,#iot [56] #ces2021,#digitaltransformation [52] ipfconline1,#ces2021 [47] #digitaltransformation,cc [47] artificial,intelligence [44] #ai,#machinelearning [41] digital,transformation [36] ces,ready [35] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G5:
[36] iot,coffee [35] coffee,talk [25] #fintech,#finserv [24] #digitaltransformation,#fintech [23] #finserv,#digitaltransformation [22] watch,bite [22] bite,sized [22] sized,#video [22] #video,learn [22] learn,advanced Top Word Pairs in Tweet in G6:
[29] digital,transformation [12] survey,receive [11] #ai,#iot [11] covid,created [11] created,urgent [11] urgent,need [11] need,develop [11] develop,business [11] business,models [11] models,faster Top Word Pairs in Tweet in G7:
[21] digital,transformation [9] experts,share [9] share,tips [8] tips,goal [8] goal,setting [8] setting,developing [8] developing,empathy [7] shine,#digitaltransformation [7] #digitaltransformation,leader [7] leader,experts Top Word Pairs in Tweet in G8:
[23] top,10 [23] learn,more [23] 2021,forbes [22] trends,2021 [21] more,top [21] 10,#digitaltransformation [21] #digitaltransformation,trends [19] strategicvenue,learn [15] left,behind [10] organizations,remain Top Word Pairs in Tweet in G9:
[105] gt,gt [29] 63,enterprises [29] enterprises,embarked [29] embarked,#digitaltransformation [29] #digitaltransformation,enabled [29] enabled,#cloudcomputing [29] #cloudcomputing,#covid19 [29] #covid19,jumped [29] jumped,gas [27] gas,pedal Top Word Pairs in Tweet in G10:
[28] data,science [24] fda,inks [24] inks,49 [24] deal,sas [24] #analytics,#nlp [22] 49,9m [22] 9m,deal [22] sas,#ai [22] #ai,advanced [22] advanced,#analytics 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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