The graph represents a network of 5,066 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 August 2019 at 07:19 UTC.
The requested start date was Sunday, 25 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 1-day, 12-hour, 19-minute period from Friday, 23 August 2019 at 11:41 UTC to Sunday, 25 August 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 : 5066
Unique Edges : 8116
Edges With Duplicates : 6734
Total Edges : 14850
Number of Edge Types : 3
Mentions : 11142
Tweet : 3648
Replies to : 60
Self-Loops : 3648
Reciprocated Vertex Pair Ratio : 0.0124496521420725
Reciprocated Edge Ratio : 0.0245931283905967
Connected Components : 942
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 3002
Maximum Edges in a Connected Component : 12353
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.95028
Graph Density : 0.000323274728178371
Modularity : 0.448938
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1432] #bigdata,#analytics [1034] #datascience,#ai [979] #analytics,#datascience [870] #ai,#machinelearning [695] big,data [647] #bigdata,#datascience [585] #iot,#iiot [559] gt,gt [520] #machinelearning,#iot [419] artificial,intelligence Top Word Pairs in Tweet in G1:
[287] big,data [233] #bigdata,#datascience [179] #bigdata,#analytics [127] #datascience,#ds [126] artificial,intelligence [115] #ai,#machinelearning [97] iam,platform [97] platform,curated [93] #analytics,#datascience [93] curated,tweet Top Word Pairs in Tweet in G2:
[396] gt,gt [308] #bigdata,#analytics [162] #datascience,#ai [149] #ai,#machinelearning [143] #analytics,#datascience [118] #cybersecurity,#databreach [109] #ai,#bigdata [107] #bigdata,#datascience [94] #iot,#iiot [87] artificial,intelligence Top Word Pairs in Tweet in G3:
[206] #bigdata,#datascience [129] #bigdata,#analytics [117] #datascience,#ai [97] read,more [97] #ai,#machinelearning [96] #analytics,#datascience [85] #datascience,#machinelearning [79] artificial,intelligence [71] books,reading [69] 2019,#bigdata Top Word Pairs in Tweet in G4:
[97] #techjobs,#devjobs [91] #devjobs,apply [86] big,data [82] apply,now [74] #bigdata,#developer [57] #ai,#bigdata [54] #iot,#bigdata [54] #ai,#analyst [50] gt,gt [50] #analyst,#bigdata Top Word Pairs in Tweet in G5:
[759] #bigdata,#analytics [689] #datascience,#ai [633] #analytics,#datascience [463] #ai,#machinelearning [369] #machinelearning,#iot [345] #iot,#iiot [232] #iiot,#pytorch [122] machine,learning [93] #pytorch,#python [88] #machinelearning,#datascience Top Word Pairs in Tweet in G6:
[63] georgios,fradelos [52] fradelos,#company [48] #company,message [47] gf,accord [37] accord,gfradelos [36] big,data [29] #bigdata,#ai [28] gfradelos,#bigdata [23] #ai,#bigdata [14] artificial,intelligence Top Word Pairs in Tweet in G7:
[133] 20,ways [133] ways,achieve [133] achieve,#digitaltransformation [133] #digitaltransformation,#emergingtech [133] #emergingtech,#industry40 [133] #industry40,#ai [133] #ai,#datascience [133] #datascience,#iot [133] #iot,#robots [133] #robots,#robotics Top Word Pairs in Tweet in G8:
[26] #industry40,#artificialintelligence [23] #artificialintelligence,#machinelearning [21] #machinelearning,#deeplearning [16] #smartwork,#correlation [16] #correlation,#loveyourcareer [16] #loveyourcareer,#springmvc [16] #springmvc,#devops [16] #devops,#bigdata [16] #bigdata,#loveyourwork [16] #loveyourwork,#careergrowth Top Word Pairs in Tweet in G9:
[9] malekalby,tripletsfan19 [9] tripletsfan19,wanderingstarz1 [9] wanderingstarz1,vipeurope5 [9] vipeurope5,vairton5550 [9] vairton5550,grazytgrazynatt [9] grazytgrazynatt,ame_2i [9] ame_2i,influencerprom1 [7] kiyotaka_1991,malekalby [7] influencerprom1,sumawun [6] ai_miami,influencerprom1 Top Word Pairs in Tweet in G10:
[26] algo,sucedió [26] sucedió,semana [26] semana,#cancharayada [26] #cancharayada,tntsportsla [26] tntsportsla,conduce [26] conduce,diegodellasala [26] diegodellasala,gracias [26] gracias,mmcr85 [25] chulkinet,algo [25] mmcr85,analitic Top Replied-To in Entire Graph:
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Top Replied-To in G9:
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 G10: