The graph represents a network of 2,028 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 July 2019 at 08:57 UTC.
The requested start date was Friday, 19 July 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 1-day, 20-hour, 30-minute period from Wednesday, 17 July 2019 at 03:30 UTC to Friday, 19 July 2019 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 : 2028
Unique Edges : 3590
Edges With Duplicates : 3738
Total Edges : 7328
Number of Edge Types : 3
Mentions : 5765
Tweet : 1548
Replies to : 15
Self-Loops : 1548
Reciprocated Vertex Pair Ratio : 0.00862287598275425
Reciprocated Edge Ratio : 0.01709831531305
Connected Components : 190
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 1640
Maximum Edges in a Connected Component : 6795
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.761219
Graph Density : 0.000967461946172432
Modularity : 0.398822
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1243] gt,gt [863] #bigdata,#analytics [656] #analytics,#datascience [613] #datascience,#ai [518] #ai,#machinelearning [503] #iot,#bigdata [467] #iot,#iiot [442] artificial,intelligence [379] #machinelearning,#iot [315] #ai,#iot Top Word Pairs in Tweet in G1:
[703] #bigdata,#analytics [617] #analytics,#datascience [574] #datascience,#ai [434] #ai,#machinelearning [396] gt,gt [382] #iot,#iiot [320] #machinelearning,#iot [307] artificial,intelligence [274] read,more [260] more,here Top Word Pairs in Tweet in G2:
[504] gt,gt [147] #iot,#bigdata [106] mikequindazzi,gt [68] #bigdata,#analytics [67] infographic,#cybersecurity [66] #ai,#iot [50] gt,#pwc [47] fisher85m,#iot [46] #pwc,mikequindazzi [46] ht,fisher85m Top Word Pairs in Tweet in G3:
[140] gt,gt [96] #aiio,#bigdata [96] #bigdata,#ml [96] #ml,#nlu [95] #nlu,#iot [72] #ai,#aiio [61] #iot,cc [59] #bigdata,#analytics [46] #bigdata,#iot [42] #iot,#bigdata Top Word Pairs in Tweet in G4:
[63] gt,gt [38] ronald_vanloon,join [38] join,live [38] live,stream [36] machine,learning [22] #infosec,#iot [22] #bigdata,#machinelearning [21] learning,matters [21] matters,sassoftware [21] sassoftware,#bigdata Top Word Pairs in Tweet in G5:
[32] gt,gt [18] big,data [10] #iot,#bigdata [9] #bigdata,#iot [6] mikequindazzi,mikequindazzi [5] mikequindazzi,gt [4] internet,things [4] #bigdata,#ai [4] #ai,#iot [4] #ai,#bigdata Top Word Pairs in Tweet in G6:
[53] tienes,proyecto [53] proyecto,innovador [53] innovador,sobre [53] sobre,#smartenergy [53] #smartenergy,otras [53] otras,tecnologías [53] tecnologías,industria [53] industria,4 [53] 4,0 [53] 0,inteligencia Top Word Pairs in Tweet in G7:
[68] innovative,project [68] project,#smartenergy [68] #smartenergy,#industry40 [68] #industry40,technologies [68] technologies,artificial [68] artificial,intelligence [67] iberdrola_en,innovative [67] intelligence,#ai Top Word Pairs in Tweet in G8:
[45] #iot,#ai [37] #cloud,#bigdata [36] #digitaltwin,work [36] work,#digitaltransformation [36] #digitaltransformation,#iot [36] #ai,#cloud [36] #bigdata,#bim [36] #bim,#analytics [36] #analytics,#4ir [35] smartcityexpo,#digitaltwin Top Word Pairs in Tweet in G9:
[69] gt,gt [13] #ai,#iot [13] smart,#iot [13] #smartcity,#ai [13] #iot,#bigdata [13] #ai,#artificialintelligence [12] #internetofthings,important [12] important,#iot [12] #iot,#smartcity [12] #artificialintelligence,#bigdata Top Word Pairs in Tweet in G10:
[38] david,cierco [38] cierco,redpuntoes [38] redpuntoes,señala [38] señala,5 [38] 5,palancas [38] palancas,avanzar [38] avanzar,#transformaciondigital [38] #transformaciondigital,talento [38] talento,emprendimiento [37] asocdigitales,david 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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Top Tweeters in G10: