The graph represents a network of 1,444 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, 16 November 2022 at 13:17 UTC.
The requested start date was Wednesday, 16 November 2022 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, 7-hour, 28-minute period from Wednesday, 02 November 2022 at 01:56 UTC to Friday, 04 November 2022 at 09:24 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 : 1444
Unique Edges : 1212
Edges With Duplicates : 15543
Total Edges : 16755
Number of Edge Types : 5
MentionsInRetweet : 7951
Retweet : 6641
Mentions : 1107
Tweet : 1044
Replies to : 12
Self-Loops : 1543
Reciprocated Vertex Pair Ratio : 0.0135253054101222
Reciprocated Edge Ratio : 0.0266896254842876
Connected Components : 43
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 1377
Maximum Edges in a Connected Component : 16643
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.383398
Graph Density : 0.00222969613551331
Modularity : 0.175576
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 1,444 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, 16 November 2022 at 13:17 UTC.
The requested start date was Wednesday, 16 November 2022 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, 7-hour, 28-minute period from Wednesday, 02 November 2022 at 01:56 UTC to Friday, 04 November 2022 at 09:24 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:
[3272] #bigdata,#analytics [2267] #ai,#machinelearning [2156] #datascience,#ai [2144] #analytics,#datascience [1919] #machinelearning,#iot [1721] #python,#rstats [1345] #machinelearning,#datascience [1255] #iot,#iiot [1219] #pytorch,#python [1011] #analytics,#ai Top Word Pairs in Tweet in G1:
[1764] #bigdata,#analytics [1144] #analytics,#datascience [1124] #datascience,#ai [1064] #ai,#machinelearning [934] #machinelearning,#iot [906] #machinelearning,#datascience [881] #python,#rstats [675] #pytorch,#python [582] #iot,#pytorch [580] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[773] #bigdata,#analytics [573] #datascience,#ai [570] #analytics,#datascience [569] #ai,#machinelearning [539] #machinelearning,#iot [471] #python,#rstats [341] #pytorch,#python [284] #iot,#iiot [242] #iot,#pytorch [205] #iiot,#python Top Word Pairs in Tweet in G3:
[389] #bigdata,#analytics [389] #ai,#machinelearning [274] #iot,#iiot [231] #datascience,#ai [230] #machinelearning,#iot [211] #python,#rstats [209] #analytics,#datascience [176] #analytics,#ai [158] #iiot,#iotpl [155] #datascience,#bigdata Top Word Pairs in Tweet in G4:
[139] #bigdata,#analytics [90] #datascience,#ai [90] #ai,#machinelearning [79] #analytics,#datascience [73] #machinelearning,#iot [72] #iot,#iiot [70] #bigdata,#datascience [63] #python,#rstats [60] #machinelearning,#datascience [58] #iotpl,#iotcl Top Word Pairs in Tweet in G5:
[157] #bigdata,#analytics [116] #iot,#iiot [112] #analytics,#datascience [109] #datascience,#ai [108] #machinelearning,#iot [98] #ai,#machinelearning [69] #python,#rstats [46] #analytics,#ai [43] #iiot,#python [41] #pytorch,#cython Top Word Pairs in Tweet in G6:
[44] #datascience,#machinelearning [43] #ai,#iot [39] #machinelearning,#deeplearning [37] #nlp,#robots [36] #deeplearning,#insurance [36] #robots,#ai [36] #insurance,#nlp [35] #iot,#bigdata [30] #bigdata,#analytics [25] #ai,#machinelearning Top Word Pairs in Tweet in G7:
[14] ù,ø [13] ø,ù [8] ø,ø [7] #ai,#machinelearning [5] #ai,#selfdrivingcars [5] #iot,#bigdata [5] #selfdrivingcars,#autonomousvehicles [5] enjoy,#ai [5] top,tweets [5] tweets,enjoy Top Word Pairs in Tweet in G8:
[34] #machinelearning,#ai [29] #ai,#iot [17] #bigdata,#machinelearning [10] cc,mikequindazzi [10] #iot,cc [8] #iot,ht [7] elite,dragonfly [7] chromebook,review [7] worth,price [7] dragonfly,chromebook Top Word Pairs in Tweet in G9:
[11] #devcommunity,#cybersecurity [11] #frontenddeveloper,#devcommunity [11] machine,learning [11] #5g,#100daysofcode [9] dm,#frontenddeveloper [9] #machinelearning,#bigdata [9] #machinelearning,#python [9] eli_krumova,âš [9] #cybersecurity,#artificialintelligence# [9] #machinelearning,#datascience Top Word Pairs in Tweet in G10:
[20] #machinelearning,#tensorflow [19] #tensorflow,#coding [17] #ai,#robots [17] #100daysofcode,#fintech [16] #coding,#100daysofcode [15] #robots,#machinelearning [14] #bigdata,#iot [14] #fintech,#bigdata [10] #iot,#robotics [10] #technology,#innovation Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: