The graph represents a network of 1,704 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 July 2022 at 11:22 UTC.
The requested start date was Friday, 01 July 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 2-day, 6-hour, 29-minute period from Tuesday, 28 June 2022 at 17:31 UTC to Friday, 01 July 2022 at 00:01 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 : 1704
Unique Edges : 786
Edges With Duplicates : 14984
Total Edges : 15770
Number of Edge Types : 5
Mentions : 405
MentionsInRetweet : 7528
Retweet : 6816
Tweet : 1002
Replies to : 19
Self-Loops : 1129
Reciprocated Vertex Pair Ratio : 0.00427735254389914
Reciprocated Edge Ratio : 0.00851826944631249
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1692
Maximum Edges in a Connected Component : 15747
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.40478
Graph Density : 0.00153726232911267
Modularity : 0.17123
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,704 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 July 2022 at 11:22 UTC.
The requested start date was Friday, 01 July 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 2-day, 6-hour, 29-minute period from Tuesday, 28 June 2022 at 17:31 UTC to Friday, 01 July 2022 at 00:01 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 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:
[4243] #bigdata,#analytics [3004] #iot,#iiot [2533] #machinelearning,#datascience [2455] #iiot,#python [2385] #python,#rstats [2171] #datascience,#sql [2151] #analytics,#ai [2135] #cybersecurity,#bigdata [1991] #sql,#cybersecurity [1856] #analytics,#datascience Top Word Pairs in Tweet in G1:
[2084] #bigdata,#analytics [1531] #machinelearning,#datascience [1221] #datascience,#sql [1203] #iot,#iiot [1157] #iiot,#python [1085] #python,#rstats [1070] #cybersecurity,#bigdata [1058] #sql,#cybersecurity [996] #analytics,#ai [913] #analytics,#datascience Top Word Pairs in Tweet in G2:
[443] #bigdata,#analytics [419] #iot,#iiot [394] #analytics,#datascience [386] #datascience,#ai [376] #ai,#machinelearning [359] #machinelearning,#iot [245] #python,#rstats [191] #iiot,#python [185] #rstats,#tensorflow [140] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[335] #bigdata,#analytics [267] #cybersecurity,#bigdata [261] #iiot,#python [252] #analytics,#ai [242] #ai,#iiot [241] #machinelearning,#datascience [241] #datascience,#sql [224] #sql,#cybersecurity [183] #python,#rstats [132] #iot,#iiot Top Word Pairs in Tweet in G4:
[126] #bigdata,#analytics [116] #iot,#iiot [75] #analytics,#datascience [70] #datascience,#ai [70] #ai,#machinelearning [63] #iiot,#python [59] #python,#rstats [59] #machinelearning,#datascience [58] #machinelearning,#iot [52] #ai,#ml Top Word Pairs in Tweet in G5:
[253] #bigdata,#analytics [222] #cybersecurity,#bigdata [210] #analytics,#ai [210] #ai,#iiot [203] #iiot,#python [202] #sql,#cybersecurity [187] #datascience,#sql [183] #machinelearning,#datascience [159] #python,#rstats [64] full,stack Top Word Pairs in Tweet in G6:
[161] #python,#rstats [150] #bigdata,#analytics [144] #iiot,#python [140] #analytics,#ai [137] #machinelearning,#datascience [135] #datascience,#sql [135] #sql,#cybersecurity [135] #cybersecurity,#bigdata [135] #ai,#iiot [128] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[152] #datasecurity,#datascientist [149] #ai,#datasecurity [149] #datascientist,#dataanalytics [149] #iiot,#flutter [132] #flutter,#javascript [99] #rstats,#reactjs [94] #reactjs,#iiot [91] #dataanalytics,#rstats [70] #javascript,#java [64] #bigdata,#analytics Top Word Pairs in Tweet in G8:
[496] #iot,#iiot [381] #bigdata,#analytics [195] #analytics,#datascience [194] #python,#rstats [191] #ai,#iot [182] #analytics,#ai [161] #datascience,#ai [160] #iiot,#python [156] #ai,#machinelearning [149] #iiot,#cx Top Word Pairs in Tweet in G9:
[220] #iot,#iiot [194] #iiot,#cx [193] #ai,#iot [190] #cx,#machinelearning [177] #machinelearning,#selfdrivingcars [162] #fashiontech,#smartcity [161] #selfdrivingcars,#fashiontech [85] #bigdata,#analytics [75] #smartcity,#autonomousvehicles [48] #autonomousvehicles,#datascience Top Word Pairs in Tweet in G10:
[220] #iot,#iiot [112] #bigdata,#analytics [92] #ai,#python [88] #analytics,#bigdata [87] #bigdata,#ai [84] #python,#rstats [69] #rstats,#reactjs [68] #ai,#machinelearning [67] #machinelearning,#iot [64] #reactjs,#iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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: