The graph represents a network of 4,456 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 Friday, 17 May 2019 at 12:51 UTC.
The requested start date was Friday, 17 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-hour, 16-minute period from Thursday, 16 May 2019 at 04:44 UTC to Friday, 17 May 2019 at 00:01 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 : 4456
Unique Edges : 5650
Edges With Duplicates : 2241
Total Edges : 7891
Number of Edge Types : 3
Tweet : 2308
Mentions : 5499
Replies to : 84
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.0274226804123711
Reciprocated Edge Ratio : 0.0533814970901064
Connected Components : 1365
Single-Vertex Connected Components : 774
Maximum Vertices in a Connected Component : 1822
Maximum Edges in a Connected Component : 4754
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.572356
Graph Density : 0.000251014030188177
Modularity : 0.622975
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[310] digital,transformation [106] #digitaltransformation,#innovation [99] #iot,#digitaltransformation [90] gt,gt [72] #digitaltransformation,#ai [70] artificial,intelligence [65] #innovation,#digitaltransformation [59] system,combines [59] combines,#selfdrivingcars [59] #selfdrivingcars,#drones Top Word Pairs in Tweet in G1:
[87] digital,transformation [24] gt,gt [18] #digitaltransformation,#innovation [17] heard,someone [17] someone,tell [17] tell,agile [17] agile,work [17] work,here [17] here,want [17] want,see Top Word Pairs in Tweet in G2:
[59] digital,transformation [54] #iot,#digitaltransformation [51] system,combines [51] combines,#selfdrivingcars [51] #selfdrivingcars,#drones [51] #drones,#autonomousvehicles [51] #autonomousvehicles,#drivelesscars [51] #drivelesscars,#iot [47] paula_piccard,system [47] #digitaltransformation,ital Top Word Pairs in Tweet in G3:
[38] st3ph3n6,digitalleadersa [29] succeed,#digitaltransformation [24] take,succeed [24] #digitaltransformation,mind [24] mind,spoke [23] buschro,take [23] spoke,siemens [22] siemens,china [22] china,#innoday [21] #innoday,answer Top Word Pairs in Tweet in G4:
[27] #iot,#internetofthings [21] #supplychain,ronald_vanloon [21] ronald_vanloon,hala_zeine [21] hala_zeine,partnership [21] partnership,sap [21] sap,#hm19 [21] read,more [21] #artificialintelligence,#ai [19] artificial,intelligence [18] digitaltransformation,#supplychain Top Word Pairs in Tweet in G5:
[30] digital,transformation [27] #serverless,#docker [27] #docker,#kubernetes [26] going,cloud [26] cloud,strategy [26] strategy,#cloudnative [26] #cloudnative,#serverless [25] #kubernetes,#digitaltransformation [24] #aiops,#devops [18] greg,bledsoe Top Word Pairs in Tweet in G6:
[9] digital,transformation [5] women,tech [5] tmforumorg,#tmfdigital [5] meet,vlocity [5] vlocity,during [5] s,long [5] long,day [5] day,s [5] s,worth [5] worth,well Top Word Pairs in Tweet in G7:
[9] digital,transformation [9] #digitaltransformation,#digtra [7] #liveworx,elite [7] elite,sponsor [7] sponsor,boston [7] boston,bound [7] bound,june [7] june,10th [7] 10th,partner [7] partner,nciphersecurity Top Word Pairs in Tweet in G8:
[13] #digitaltransformation,#bigdata [12] thanx,following [12] following,wish [12] wish,good [12] good,discussion [12] discussion,#digitaltransformation [12] #bigdata,#ehealth [9] #ehealth,#management [8] eraser,blockchain [7] artificial,intelligence Top Word Pairs in Tweet in G9:
[15] des_show,next [15] next,week [15] #rt,des_show [9] #des2019,#digitaltransformation [7] wait,des_show [7] week,see [7] see,#des2019 [6] tech,series [6] seidor,wait [6] #digitaltransformation,#technology Top Word Pairs in Tweet in G10:
[23] #digitaltransformation,#energytransition [21] #vivatech,#digitaltransformation [20] 16,18 [20] 18,meet [20] meet,lab [20] lab,#vivatech [20] #energytransition,#futureofindustry [19] vincienergies,16 [19] #futureofindustry,#realtime [10] water,taxis 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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