The graph represents a network of 1,972 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, 30 November 2022 at 13:22 UTC.
The requested start date was Wednesday, 30 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 4-day, 11-hour, 46-minute period from Friday, 25 November 2022 at 13:12 UTC to Wednesday, 30 November 2022 at 00:59 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 : 1972
Unique Edges : 1764
Edges With Duplicates : 15553
Total Edges : 17317
Number of Edge Types : 5
Retweet : 6404
MentionsInRetweet : 8110
Mentions : 1489
Tweet : 1278
Replies to : 36
Self-Loops : 1913
Reciprocated Vertex Pair Ratio : 0.01906941266209
Reciprocated Edge Ratio : 0.0374251497005988
Connected Components : 76
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 1868
Maximum Edges in a Connected Component : 17115
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.395256
Graph Density : 0.00137490570678489
Modularity : 0.194373
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,972 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, 30 November 2022 at 13:22 UTC.
The requested start date was Wednesday, 30 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 4-day, 11-hour, 46-minute period from Friday, 25 November 2022 at 13:12 UTC to Wednesday, 30 November 2022 at 00:59 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 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:
[2464] #bigdata,#analytics [2235] #ai,#machinelearning [1693] #datascience,#ai [1691] #machinelearning,#iot [1639] #analytics,#datascience [1486] #python,#rstats [1125] #iot,#iiot [1086] #machinelearning,#datascience [836] #pytorch,#python [768] #analytics,#ai Top Word Pairs in Tweet in G1:
[972] #bigdata,#analytics [789] #ai,#machinelearning [658] #machinelearning,#datascience [646] #datascience,#ai [611] #analytics,#datascience [595] #machinelearning,#iot [579] assignment,help [579] quality,assignment [547] #python,#rstats [529] #iot,#iiot Top Word Pairs in Tweet in G2:
[487] #bigdata,#analytics [348] #ai,#machinelearning [347] #analytics,#datascience [345] #datascience,#ai [337] #machinelearning,#iot [336] #python,#rstats [297] #iot,#iiot [275] #iiot,#python [176] #rstats,#tensorflow [170] #programming,#coding Top Word Pairs in Tweet in G3:
[383] #ai,#machinelearning [181] jblefevre60,#reinvent [179] #bigdata,#analytics [138] #datascience,#ai [137] #machinelearning,#iot [119] #iot,#iiot [113] #analytics,#datascience [82] #machinelearning,#cloud [81] #python,#rstats [79] #bigdata,#datascience Top Word Pairs in Tweet in G4:
[303] #bigdata,#analytics [280] #ai,#machinelearning [226] #machinelearning,#iot [185] #python,#rstats [184] #datascience,#ai [183] #analytics,#datascience [147] #ai,#analytics [136] #analytics,#artificialintelligence [127] #100daysofcode,#5g [122] #artificialintelligence,#bigdata Top Word Pairs in Tweet in G5:
[360] #bigdata,#analytics [295] #ai,#machinelearning [286] #analytics,#datascience [285] #datascience,#ai [284] #machinelearning,#iot [266] #python,#rstats [243] #iot,#pytorch [224] #pytorch,#python [149] #rstats,#tensorflow [102] cheat,sheet Top Word Pairs in Tweet in G6:
[24] #bigdata,#analytics [23] #artificialintelligence,#künstlicheintelligenz [21] #ai,#machinelearning [21] #machinelearning,#iot [20] #künstlicheintelligenz,#100daysofcode [18] #datascience,#ai [18] #analytics,#datascience [18] #python,#rstats [17] #iot,#machinelearning [15] #100daysofcode,#cybersecurity Top Word Pairs in Tweet in G7:
[47] #bigdata,#analytics [40] #iot,#5g [40] #machinelearning,#iot [39] #ai,#machinelearning [24] #analytics,#datascience [24] #ai,#iot [20] #selfdrivingcars,#ai [19] #datascience,#ai [18] #5g,#avs [18] #python,#rstats Top Word Pairs in Tweet in G8:
[71] #programming,#datascientist [68] #datascientist,#ai [60] #datascience,#programming [60] #data,#datascience [54] #ai,#robots [51] #machinelearning,#tensorflow [41] #robots,#machinelearning [39] #tensorflow,#coding [25] #100daysofcode,#fintech [25] #bigdata,#iot Top Word Pairs in Tweet in G9:
[43] #bigdata,#analytics [34] data,science [31] #datascience,#ai [30] #analytics,#datascience [26] #ai,#machinelearning [25] difference,#bigdata [25] science,vs [22] infographic,data [19] catherineadenle,infographic [17] #machinelearning,#iot Top Word Pairs in Tweet in G10:
[32] #programming,#datascience [32] #python,#bigdata [30] #womenwhocode,#programming [28] #machinelearning,#serverless [28] #datascience,#academictwitter [27] #academictwitter,#machinelearning [25] #iot,#iiot [24] #codenewbie,#womenwhocode [24] #100daysofcode,#codenewbie [23] #iiot,#azure Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: