The graph represents a network of 1,284 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 August 2020 at 10:17 UTC.
The requested start date was Friday, 21 August 2020 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, 9-hour, 33-minute period from Tuesday, 18 August 2020 at 14:26 UTC to Friday, 21 August 2020 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 : 1284
Unique Edges : 1152
Edges With Duplicates : 15471
Total Edges : 16623
Number of Edge Types : 5
Retweet : 7068
MentionsInRetweet : 8660
Tweet : 486
Replies to : 9
Mentions : 400
Self-Loops : 558
Reciprocated Vertex Pair Ratio : 0.00549313358302122
Reciprocated Edge Ratio : 0.0109262478271666
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1262
Maximum Edges in a Connected Component : 16590
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.252434
Graph Density : 0.00244449948159857
Modularity : 0.159656
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,284 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 August 2020 at 10:17 UTC.
The requested start date was Friday, 21 August 2020 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, 9-hour, 33-minute period from Tuesday, 18 August 2020 at 14:26 UTC to Friday, 21 August 2020 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 : iiot bigdata
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:
[4988] #bigdata,#analytics [4516] #analytics,#datascience [4016] #iot,#iiot [3800] #datascience,#ai [2630] #python,#rstats [2629] #ai,#machinelearning [2400] #iiot,#python [2203] #machinelearning,#iot [1012] #ai,#iot [847] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[646] #bigdata,#analytics [586] #analytics,#datascience [519] #iot,#iiot [440] #datascience,#ai [403] #python,#rstats [376] #iiot,#python [310] #ai,#machinelearning [301] #machinelearning,#iot [149] #datascience,#iot [138] machine,learning Top Word Pairs in Tweet in G2:
[336] #iot,#iiot [322] #datascience,#ai [298] #bigdata,#analytics [271] #analytics,#datascience [201] #ai,#machinelearning [175] #iiot,#iotpl [160] #bigdata,#datascience [150] #python,#rstats [145] #machinelearning,#iot [144] #iiot,#python Top Word Pairs in Tweet in G3:
[783] #bigdata,#analytics [714] #analytics,#datascience [645] #datascience,#ai [644] #iot,#iiot [425] #ai,#machinelearning [383] #python,#rstats [359] #iiot,#python [342] #machinelearning,#iot [197] #machinelearning,#bigdata [171] #ai,#iot Top Word Pairs in Tweet in G4:
[3158] #bigdata,#analytics [2859] #analytics,#datascience [2420] #iot,#iiot [2328] #datascience,#ai [1642] #python,#rstats [1626] #ai,#machinelearning [1470] #iiot,#python [1364] #machinelearning,#iot [608] #ai,#iot [534] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[78] #bigdata,#analytics [69] #iot,#iiot [63] #analytics,#datascience [62] #ai,#machinelearning [59] #datascience,#ai [58] gt,gt [47] #machinelearning,#iot [43] #python,#rstats [36] #iiot,#python [26] #bigdata,#datascience Top Word Pairs in Tweet in G6:
[9] key,storage [9] storage,considerations [9] considerations,ensure [9] ensure,#iiot [9] #iiot,success [9] success,#future [9] #future,#bigdata [9] #bigdata,#iot [9] #iot,#tech [9] #tech,efipm Top Word Pairs in Tweet in G7:
[68] #it,#ites [68] #ites,#mfg [68] #mfg,#sme [67] #datalists,#it [59] #sme,#software [55] #software,#tech [42] #tech,#startups [39] #startups,#erp [38] #iiot,#bigdata [35] #erp,#iiot Top Word Pairs in Tweet in G8:
[19] #bigdata,#analytics [17] #analytics,#datascience [16] #algorithms,#bigdata [14] #iot,#iiot [13] #datascience,#machinelearning [13] #iiot,#python [11] #machinelearning,#ai [11] #ai,#iot [6] #python,#rstats [4] davidecamera,#algorithms Top Word Pairs in Tweet in G9:
[7] #industry40,#iot [7] #iot,#iiot [6] #iiot,#manufacturing [6] #manufacturing,#industry [5] gt,gt [5] #industry,#robotics [5] #robotics,#automation [5] #automation,#internetofthings [5] #internetofthings,#smartfactory [5] #smartfactory,#bigdata Top Word Pairs in Tweet in G10:
[4] find,#digitalconnectivity [4] #digitalconnectivity,already [4] already,make [4] make,#paperlessfactory [4] #paperlessfactory,reality [4] reality,today [4] today,#iiot [4] #iiot,#bigdata [3] siemensindustry,find Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: