The graph represents a network of 1,342 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, 07 September 2022 at 12:17 UTC.
The requested start date was Wednesday, 07 September 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, 18-hour, 4-minute period from Sunday, 04 September 2022 at 05:56 UTC to Wednesday, 07 September 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 : 1342
Unique Edges : 1031
Edges With Duplicates : 15427
Total Edges : 16458
Number of Edge Types : 5
Retweet : 6848
MentionsInRetweet : 7936
Tweet : 1114
Mentions : 534
Replies to : 26
Self-Loops : 1254
Reciprocated Vertex Pair Ratio : 0.006367978166932
Reciprocated Edge Ratio : 0.0126553672316384
Connected Components : 21
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1314
Maximum Edges in a Connected Component : 16414
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.427612
Graph Density : 0.0024588496917686
Modularity : 0.170792
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,342 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, 07 September 2022 at 12:17 UTC.
The requested start date was Wednesday, 07 September 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, 18-hour, 4-minute period from Sunday, 04 September 2022 at 05:56 UTC to Wednesday, 07 September 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:
[2667] #bigdata,#analytics [1822] #machinelearning,#datascience [1620] #ai,#machinelearning [1542] #python,#rstats [1462] #iot,#iiot [1419] #datascience,#ai [1406] #analytics,#datascience [1288] #machinelearning,#iot [1279] #iiot,#python [1218] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1483] #bigdata,#analytics [1067] #machinelearning,#datascience [937] #python,#rstats [879] #ai,#machinelearning [723] #iot,#iiot [705] #analytics,#ai [683] #analytics,#datascience [680] #datascience,#ai [677] #iiot,#python [653] #ai,#python Top Word Pairs in Tweet in G2:
[138] #bigdata,#analytics [105] #iot,#iiot [98] #datascience,#ai [93] #machinelearning,#ai [93] #machinelearning,#datascience [90] #ai,#machinelearning [84] #analytics,#ai [75] #iiot,#python [74] #python,#rstats [72] #ai,#iot Top Word Pairs in Tweet in G3:
[291] #bigdata,#analytics [230] #analytics,#ai [223] #cybersecurity,#bigdata [223] #ai,#iiot [221] #machinelearning,#datascience [218] #sql,#cybersecurity [214] #datascience,#sql [197] #iiot,#python [177] cheat,sheet [159] #python,#rstats Top Word Pairs in Tweet in G4:
[463] #bigdata,#analytics [449] #datascience,#ai [446] #ai,#machinelearning [444] #analytics,#datascience [402] #machinelearning,#iot [399] #iot,#iiot [273] #python,#rstats [218] #iiot,#python [142] #rstats,#tensorflow [100] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[290] #machinelearning,#datascience [261] hmu,quality [261] quality,assignment [261] assignment,help [261] help,essay [261] ecology,anatomy [260] essay,pay [260] pay,exams [260] full,classes [260] classes,ecology Top Word Pairs in Tweet in G6:
[255] quality,assignment [255] assignment,help [246] help,essay [244] ecology,anatomy [243] hmu,quality [242] essay,pay [239] chemistry,math [239] math,full [239] full,classes [238] exams,homework Top Word Pairs in Tweet in G7:
[34] #python,#programming [26] #ai,#analytics [23] #analytics,#data [22] #datascience,#python [21] #bigdata,#analytics [21] #programming,#cloud [21] #cloud,#ai [18] #algorithms,#datascience [15] #machinelearning,#datascience [13] #datascience,#machinelearning Top Word Pairs in Tweet in G8:
[16] #ai,#machinelearning [15] #machinelearning,#robotics [15] #robotics,#iot [15] #coding,#100daysofcode [10] home,run [10] run,guaranteed [10] guaranteed,#ai [10] #iot,#python [10] #python,#coding [10] #100daysofcode,spirosmargaris Top Word Pairs in Tweet in G9:
[55] #bigdata,#analytics [43] #analytics,#datascience [43] #datascience,#ai [43] #ai,#machinelearning [43] #iot,#iiot [42] #machinelearning,#iot [40] roadmap,becoming [40] becoming,#dataanalyst [40] #dataanalyst,#python [40] #python,#bigdata Top Word Pairs in Tweet in G10:
[43] #bigdata,#analytics [35] #machinelearning,#bigdata [30] #analytics,#datascience [26] #datascience,#ai [24] #machinelearning,#ai [24] #iot,#iiot [23] #ai,#python [23] #ai,#iot [22] #python,#datascience [22] #programming,#coding Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: