The graph represents a network of 1,296 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, 31 December 2021 at 11:45 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 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, 6-hour, 26-minute period from Tuesday, 28 December 2021 at 18:34 UTC to Friday, 31 December 2021 at 01:00 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 : 1296
Unique Edges : 2279
Edges With Duplicates : 17228
Total Edges : 19507
Number of Edge Types : 5
Retweet : 7157
MentionsInRetweet : 10535
Mentions : 1119
Tweet : 637
Replies to : 59
Self-Loops : 1027
Reciprocated Vertex Pair Ratio : 0.0105303465441317
Reciprocated Edge Ratio : 0.0208412277377795
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1286
Maximum Edges in a Connected Component : 19494
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.171257
Graph Density : 0.00314481147814481
Modularity : 0.163141
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,296 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, 31 December 2021 at 11:45 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 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, 6-hour, 26-minute period from Tuesday, 28 December 2021 at 18:34 UTC to Friday, 31 December 2021 at 01:00 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:
[3512] #bigdata,#analytics [3497] #iot,#iiot [2721] #analytics,#datascience [1816] #python,#rstats [1694] #datascience,#ai [1389] #ai,#machinelearning [1388] #machinelearning,#iot [1120] #iiot,#pytorch [988] #datascience,#iot [953] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[1009] #iot,#iiot [822] #bigdata,#analytics [706] #analytics,#datascience [504] #python,#rstats [400] #machinelearning,#ai [389] #datascience,#ai [382] #ai,#machinelearning [327] #machinelearning,#iot [327] #rstats,#reactjs [305] #reactjs,#iot Top Word Pairs in Tweet in G2:
[1293] #bigdata,#analytics [1128] #analytics,#datascience [1093] #iot,#iiot [721] #datascience,#ai [629] #python,#rstats [558] #machinelearning,#iot [520] #ai,#machinelearning [519] #iiot,#pytorch [444] #pytorch,#python [335] #datascience,#iot Top Word Pairs in Tweet in G3:
[1183] #bigdata,#analytics [1145] #iot,#iiot [786] #analytics,#datascience [621] #python,#rstats [516] #datascience,#ai [453] #machinelearning,#iot [438] #ai,#machinelearning [402] #machinelearning,#ai [367] #rstats,#reactjs [362] #analytics,#machinelearning Top Word Pairs in Tweet in G4:
[59] purchase,durable [59] durable,high [59] high,quality [59] quality,beds [59] beds,virginhoffice [59] virginhoffice,affordable [59] affordable,prices [59] prices,35k [59] 35k,48k [59] 48k,52k Top Word Pairs in Tweet in G5:
[174] #python,#bigdata [136] #iot,#iiot [106] #iiot,#azure [104] #analytics,#ai [98] #bigdata,#analytics [85] #azure,#pytorch [69] #ai,#datascience [66] #datascience,#iot [62] #bigdata,#ai [61] #pytorch,#cython Top Word Pairs in Tweet in G6:
[61] #bigdata,#analytics [53] #iot,#iiot [51] #analytics,#datascience [36] #datascience,#ai [31] #ai,#machinelearning [26] #machinelearning,#iot [21] #python,#rstats [20] #iiot,#pytorch [18] #machinelearning,#bigdata [16] #pytorch,#python Top Word Pairs in Tweet in G7:
[41] #iot,#iiot [29] #python,#rstats [29] #bigdata,#analytics [25] #machinelearning,#ai [24] #analytics,#machinelearning [23] #ai,#python [23] #rstats,#reactjs [23] #reactjs,#iot [23] #iiot,#linux [23] #linux,#serverless Top Word Pairs in Tweet in G8:
[12] #bigdata,#analytics [10] #analytics,#datascience [10] #iot,#iiot [9] #machinelearning,#iot [8] #datascience,#ai [8] #ai,#machinelearning [6] #iiot,#pytorch [5] #ai,#aiio [5] #aiio,#bigdata [5] #bigdata,#ml Top Word Pairs in Tweet in G9:
[331] #devcommunity,#technology [313] #bigdata,#devcommunity [283] #technology,#programming [267] #programming,#ai [256] #ai,#iiot [212] #iiot,#100daysofcode [184] #100daysofcode,#linux [156] #linux,#python [149] #womenwhocode,#cybersecurity [149] #cybersecurity,#datascience Top Word Pairs in Tweet in G10:
[2] #datascience,#iot 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 G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: