The graph represents a network of 1,495 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 Wednesday, 08 June 2022 at 11:47 UTC.
The requested start date was Wednesday, 08 June 2022 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 1-day, 19-hour, 43-minute period from Monday, 06 June 2022 at 04:15 UTC to Tuesday, 07 June 2022 at 23:59 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 : 1495
Unique Edges : 1261
Edges With Duplicates : 14940
Total Edges : 16201
Number of Edge Types : 5
Retweet : 6482
MentionsInRetweet : 7875
Tweet : 1345
Mentions : 453
Replies to : 46
Self-Loops : 1538
Reciprocated Vertex Pair Ratio : 0.00945790080738178
Reciprocated Edge Ratio : 0.0187385740402194
Connected Components : 79
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1371
Maximum Edges in a Connected Component : 15854
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.455376
Graph Density : 0.00195923045582553
Modularity : 0.172858
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,495 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 Wednesday, 08 June 2022 at 11:47 UTC.
The requested start date was Wednesday, 08 June 2022 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 1-day, 19-hour, 43-minute period from Monday, 06 June 2022 at 04:15 UTC to Tuesday, 07 June 2022 at 23:59 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 : iot 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:
[3925] #bigdata,#analytics [3299] #datascience,#ai [2789] #ai,#machinelearning [2646] #analytics,#datascience [2434] #iot,#iiot [2332] #machinelearning,#iot [1730] #python,#rstats [1666] hey,devs [1666] devs,take [1666] take,survey Top Word Pairs in Tweet in G1:
[2429] #datascience,#ai [2232] #bigdata,#analytics [2015] #ai,#machinelearning [1701] #analytics,#datascience [1644] #machinelearning,#iot [1530] hey,devs [1530] devs,take [1530] take,survey [1530] survey,win [1247] #iot,#iiot Top Word Pairs in Tweet in G2:
[417] #bigdata,#analytics [302] #cybersecurity,#bigdata [277] #analytics,#ai [273] #ai,#iiot [259] #python,#rstats [254] #iiot,#python [239] #sql,#cybersecurity [236] #machinelearning,#datascience [221] #datascience,#sql [135] #analytics,#datascience Top Word Pairs in Tweet in G3:
[223] #bigdata,#analytics [118] #datascience,#ai [113] #analytics,#datascience [111] #iot,#iiot [106] #analytics,#ai [104] #ai,#machinelearning [95] #python,#rstats [91] #ai,#iot [86] #machinelearning,#datascience [85] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[509] #bigdata,#analytics [468] #analytics,#datascience [462] #iot,#iiot [389] #datascience,#ai [375] #ai,#machinelearning [358] #machinelearning,#iot [269] #python,#rstats [235] #iiot,#pytorch [225] #pytorch,#python [167] #iiot,#python Top Word Pairs in Tweet in G5:
[134] #cybersecurity,#bigdata [111] #bigdata,#analytics [80] #python,#rstats [76] #analytics,#ai [76] #iiot,#python [72] #ai,#iiot [64] #100daysofcode,#softwaredeveloper [64] #softwaredeveloper,#coder [64] #coder,#coding [64] #coding,#cybersecurity Top Word Pairs in Tweet in G6:
[365] #iot,#iiot [282] #bigdata,#analytics [251] #python,#bigdata [204] #ai,#iot [174] #analytics,#ai [172] #iiot,#azure [140] #azure,#pytorch [123] #bigdata,#ai [121] #datascience,#iot [115] #datascience,#ai Top Word Pairs in Tweet in G7:
[104] #analytics,#5g [99] #5g,#machinelearning [95] #machinelearning,#ai [89] #ai,#python [50] #python,#rstats [20] #rstats,#rectajs [14] digital,marketing [10] full,plumbing [10] plumbing,installation [10] installation,repair Top Word Pairs in Tweet in G8:
[89] #bigdata,#analytics [86] #machinelearning,#bigdata [45] #analytics,#datascience [39] #datascience,#ai [38] #iot,#iiot [33] medeatech,100 [27] #ai,#iot [26] #python,#rstats [24] #iiot,#python [20] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[87] #stocks,#investing [78] #iot,#bigdata [57] #dividends,#iot [54] #stockmarket,#dividends [52] #bigdata,#5stocksinto [48] #stocks,#investment [32] chinese,stocks [20] #trading,#dividends [18] #food,#stocks [18] vietnamese,stocks Top Word Pairs in Tweet in G10:
[15] #bigdata,#datascience [12] #iiot,#iotpl [12] #iotpl,#iotcl [11] #iot,#iiot [7] #datascience,#ai [6] #ai,#machinelearning [6] #iot,#bigdata [6] #analytics,#datascience [5] #machinelearning,#ai [5] #datascience,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: