The graph represents a network of 1,368 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 12:26 UTC.
The requested start date was Wednesday, 22 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, 59-minute period from Monday, 20 June 2022 at 04:01 UTC to Wednesday, 22 June 2022 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 : 1368
Unique Edges : 1025
Edges With Duplicates : 14604
Total Edges : 15629
Number of Edge Types : 5
Retweet : 6543
MentionsInRetweet : 7439
Tweet : 1270
Mentions : 370
Replies to : 7
Self-Loops : 1372
Reciprocated Vertex Pair Ratio : 0.00669591318402217
Reciprocated Edge Ratio : 0.013302752293578
Connected Components : 38
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 1320
Maximum Edges in a Connected Component : 15529
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.531372
Graph Density : 0.00233148098238769
Modularity : 0.172319
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,368 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 12:26 UTC.
The requested start date was Wednesday, 22 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, 59-minute period from Monday, 20 June 2022 at 04:01 UTC to Wednesday, 22 June 2022 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 : iot machinelearning
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:
[2613] #bigdata,#analytics [2284] #iot,#iiot [1655] #machinelearning,#datascience [1625] #analytics,#datascience [1574] #ai,#machinelearning [1549] #datascience,#ai [1461] #machinelearning,#iot [1147] #machinelearning,#python [1039] #python,#rstats [1015] #python,#iot Top Word Pairs in Tweet in G1:
[1490] #bigdata,#analytics [1227] #iot,#iiot [1114] #machinelearning,#datascience [920] #analytics,#datascience [877] #datascience,#ai [861] #machinelearning,#python [818] #machinelearning,#iot [805] #ai,#machinelearning [749] #python,#iot [560] #python,#rstats Top Word Pairs in Tweet in G2:
[173] #bigdata,#analytics [162] #ai,#machinelearning [154] #machinelearning,#datascience [116] #datascience,#bigdata [115] #iot,#iiot [106] #machinelearning,#python [104] read,more [93] #analytics,#datascience [89] #python,#iot [85] artificial,intelligence Top Word Pairs in Tweet in G3:
[140] #ai,#iot [126] #iot,#iiot [118] #bigdata,#analytics [79] #machinelearning,#ai [74] #iiot,#python [68] #machinelearning,#python [65] #python,#iot [64] #iot,#100daysofcode [61] #machinelearning,#iot [61] #analytics,#ai Top Word Pairs in Tweet in G4:
[221] #iot,#iiot [157] #ai,#iot [156] #iiot,#cx [153] #cx,#machinelearning [143] #machinelearning,#selfdrivingcars [130] #selfdrivingcars,#fashiontech [122] #fashiontech,#smartcity [103] #bigdata,#analytics [77] #smartcity,#autonomousvehicle [75] data,structure Top Word Pairs in Tweet in G5:
[341] #bigdata,#analytics [329] #iot,#iiot [323] #analytics,#datascience [315] #datascience,#ai [299] #ai,#machinelearning [287] #machinelearning,#iot [154] #python,#rstats [152] #iiot,#pytorch [143] #pytorch,#python [87] #iiot,#python Top Word Pairs in Tweet in G6:
[152] #bigdata,#analytics [148] #cybersecurity,#bigdata [121] #ai,#iiot [120] #sql,#cybersecurity [119] #analytics,#ai [118] #datascience,#sql [114] #iiot,#python [108] #machinelearning,#datascience [92] #python,#rstats [53] #iot,#iiot Top Word Pairs in Tweet in G7:
[71] #python,#datascience [70] #datascience,#bigdata [69] #machinelearning,#ai [68] #ai,#python [58] #bigdata,#deeplearning [58] #deeplearning,#iot [55] #artificialintelligence,#machinelearning [52] #ai,#machinelearning [51] #iot,#iiot [48] #machinelearning,#datascience Top Word Pairs in Tweet in G8:
[139] #bigdata,#analytics [117] #iot,#iiot [96] #machinelearning,#datascience [85] #analytics,#datascience [85] #ai,#machinelearning [79] #machinelearning,#python [75] #machinelearning,#iot [75] #datascience,#ai [69] #python,#iot [56] #iot,#100daysofcode Top Word Pairs in Tweet in G9:
[52] learn,more [52] more,co [34] #computervision,#machinelearning [25] netflix,ml [25] ml,platform [25] platform,best [25] best,recommendations [25] recommendations,learn [25] co,cnqyiqffye [25] cnqyiqffye,#computervision Top Word Pairs in Tweet in G10:
[6] #ai,#machinelearning [5] security,system [5] system,deploys [5] deploys,drone [5] drone,senses [5] senses,intruders [5] intruders,#sosstse [5] #sosstse,#operationbreathefreshcleanair [4] #bigdata,#analytics [3] #analytics,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G7:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: