The graph represents a network of 4,484 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, 18 May 2022 at 12:04 UTC.
The requested start date was Wednesday, 18 May 2022 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 2-day, 7-hour, 27-minute period from Sunday, 15 May 2022 at 16:33 UTC to Wednesday, 18 May 2022 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 : 4484
Unique Edges : 5065
Edges With Duplicates : 12524
Total Edges : 17589
Number of Edge Types : 5
Retweet : 4613
Tweet : 2121
MentionsInRetweet : 7698
Mentions : 2969
Replies to : 188
Self-Loops : 2259
Reciprocated Vertex Pair Ratio : 0.0256742738589212
Reciprocated Edge Ratio : 0.050063211125158
Connected Components : 909
Single-Vertex Connected Components : 605
Maximum Vertices in a Connected Component : 2978
Maximum Edges in a Connected Component : 15630
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.163079
Graph Density : 0.000393497647869054
Modularity : 0.376427
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,484 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, 18 May 2022 at 12:04 UTC.
The requested start date was Wednesday, 18 May 2022 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 2-day, 7-hour, 27-minute period from Sunday, 15 May 2022 at 16:33 UTC to Wednesday, 18 May 2022 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:
[548] #iot,#iiot [536] #bigdata,#analytics [497] digital,transformation [440] #ai,#iot [375] #analytics,#ai [343] #pytorch,#python [342] #iiot,#pytorch [340] pillars,#datascience [306] #datascience,#bigdata [247] gave,kred Top Word Pairs in Tweet in G1:
[195] welcome,#iot [195] #iot,coffee [195] coffee,talk [195] chat,#digital [194] #digital,#iiot [189] #iiot,#automation [170] #automation,#digitaltwins [146] #digitaltwins,#edge [137] #iotpl,#iotcl [133] #bigdata,#analytics Top Word Pairs in Tweet in G2:
[63] digital,transformation [45] successful,#digitaltransformation [43] according,professor [43] professor,digital [43] digital,business [43] business,university [43] university,bremen [43] bremen,successful [43] #digitaltransformation,starts [27] learn,more Top Word Pairs in Tweet in G3:
[122] digital,transformation [24] #ai,#ml [24] #business,#devops [24] #devops,#fintech [24] #fintech,#finserv [24] #finserv,#ai [21] #digital,#digitaltransformation [18] #ai,#algorithms [18] #digitaltransformation,#dx [18] artificial,intelligence Top Word Pairs in Tweet in G4:
[410] #iot,#iiot [388] #bigdata,#analytics [317] #ai,#iot [296] #analytics,#ai [280] #pytorch,#python [279] #iiot,#pytorch [275] pillars,#datascience [253] #datascience,#bigdata [214] gave,kred [214] kred,#influence Top Word Pairs in Tweet in G5:
[84] digital,transformation [21] #digital,#transformation [18] #digitaltransformation,#digital [16] process,automation [12] low,code [11] intelligent,customer [11] transformation,going [11] going,thalesgroup [11] thalesgroup,reduce [11] reduce,risks Top Word Pairs in Tweet in G6:
[94] hon,ble [94] ble,pm [94] pm,sh [94] sh,narendramodi [94] narendramodi,ji [94] ji,#invites [94] #invites,#share [94] #share,inputs [94] inputs,#mannkibaat [94] #mannkibaat,#scheduled Top Word Pairs in Tweet in G7:
[72] #digitaltransformation,#fintechnews [47] #roboinu,#robowarrior [41] roboinufinance,#roboinu [34] #robowarrior,#robowallet [27] #robowarrior,roboinufinance [25] financial,freedom [22] terry_crypto68,firstname_tommy [21] firstname_tommy,msvy_crypto [21] #robowallet,#robowarrior [21] roboinufinance,#digitaltransformation Top Word Pairs in Tweet in G8:
[20] digital,transformation [14] gt,gt [11] #cto,#cio [10] cloud28plus,#cloud28 [10] smart,city [9] shanebrighton,technative [9] find,more [9] #cio,#enterpriseit [9] #enterpriseit,#digitaltransformation [9] strategic,partnerships Top Word Pairs in Tweet in G9:
[97] #ai,#artificialintelligence [74] #artificialintelligence,#digitaltransformation [66] #digitaltransformation,#technology [63] #roboticsainews,#ai [63] #technology,#futurework [61] #futurework,#engineering [61] #engineering,#automation [56] #roboticsainews,#robotics [54] #robotics,#robots [48] #robots,#ai Top Word Pairs in Tweet in G10:
[15] acquiring,latest [15] latest,tech [15] tech,reinventing [15] reinventing,entire [15] entire,business [15] business,models [15] models,organization [15] organization,needs [15] needs,#financing [15] #financing,succeed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: