The graph represents a network of 1,113 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, 10 November 2021 at 13:27 UTC.
The requested start date was Wednesday, 10 November 2021 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 1-day, 23-hour, 32-minute period from Monday, 08 November 2021 at 01:27 UTC to Wednesday, 10 November 2021 at 01:00 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 : 1113
Unique Edges : 978
Edges With Duplicates : 14918
Total Edges : 15896
Number of Edge Types : 5
Mentions : 507
Retweet : 6791
MentionsInRetweet : 7576
Tweet : 1018
Replies to : 4
Self-Loops : 1124
Reciprocated Vertex Pair Ratio : 0.00619612068965517
Reciprocated Edge Ratio : 0.0123159303882195
Connected Components : 59
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 1032
Maximum Edges in a Connected Component : 15803
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.376095
Graph Density : 0.00301780139230933
Modularity : 0.140979
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,113 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, 10 November 2021 at 13:27 UTC.
The requested start date was Wednesday, 10 November 2021 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 1-day, 23-hour, 32-minute period from Monday, 08 November 2021 at 01:27 UTC to Wednesday, 10 November 2021 at 01:00 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:
[2935] #iot,#iiot [2837] #bigdata,#analytics [2250] #datascience,#ai [2024] #analytics,#datascience [1646] #ai,#machinelearning [1445] #machinelearning,#iot [1104] #machinelearning,#ai [1022] #python,#rstats [948] #iiot,#pytorch [928] #ai,#python Top Word Pairs in Tweet in G1:
[1682] #iot,#iiot [1581] #bigdata,#analytics [1135] #analytics,#datascience [1130] #datascience,#ai [825] #ai,#machinelearning [774] #machinelearning,#iot [603] #python,#rstats [545] #iiot,#pytorch [470] #python,#bigdata [451] #analytics,#ai Top Word Pairs in Tweet in G2:
[986] #iot,#iiot [952] #bigdata,#analytics [809] #datascience,#ai [665] #analytics,#datascience [600] #ai,#machinelearning [477] #machinelearning,#iot [473] #machinelearning,#ai [409] #ai,#python [352] artificial,intelligence [331] #python,#rstats Top Word Pairs in Tweet in G3:
[164] #bigdata,#analytics [155] #machinelearning,#ai [143] #ai,#python [140] #iot,#iiot [136] #datascience,#ai [126] #python,#datascience [117] sign,free [117] free,middlemen [106] #analytics,#datascience [97] #datascience,#bigdata Top Word Pairs in Tweet in G4:
[83] #bigdata,#analytics [64] #ai,#iot [63] #iot,#iiot [59] #ai,#machinelearning [59] #analytics,#datascience [59] #machinelearning,#ai [49] #datascience,#ai [40] #machinelearning,#iot [31] #ai,#datascience [27] #machinelearning,#bigdata Top Word Pairs in Tweet in G5:
[20] #ai,#iot [20] #ai,#machinelearning [18] #iot,#iiot [16] #bigdata,#analytics [15] artificial,intelligence [15] #datascience,#machinelearning [15] #datascience,#ai [14] #machinelearning,#deeplearning [14] read,more [13] #machinelearning,#ai Top Word Pairs in Tweet in G6:
[7] #ai,#machinelearning [6] #datascience,#ai [4] #iot,#bigdata [4] #machinelearning,#technology [4] #bigdata,#machinelearning [4] #machinelearning,#iot [4] #hclswlobp,#nocode [4] #nocode,#lowcode [4] #lowcode,#javascript [4] #javascript,#github Top Word Pairs in Tweet in G7:
[47] #ai,#iot [46] #robotics,#ai [46] #iot,#artificialintelligence [46] #artificialintelligence,#imaging [46] #imaging,#tensorflow [46] #tensorflow,#boofcv [46] #boofcv,#ubantu [46] #ubantu,#python [46] #python,#nvidia [46] #nvidia,#adas Top Word Pairs in Tweet in G8:
[31] #deeplearning,#analytics [26] #analytics,#datascience [20] #datascience,#ai [13] #machinelearning,#iot [13] #machinelearning,#bigdata [12] #python,#rstats [12] #rstats,#cloudcomputing [12] #cloudcomputing,#serverless [12] #programming,#coding [12] #coding,#100daysofcode Top Word Pairs in Tweet in G9:
[13] mobile,network [13] network,evolution [13] evolution,impact [13] impact,industry [13] industry,1g [13] 1g,2g [13] 2g,3g [13] 3g,4g [13] 4g,5g [13] 5g,#machinelearning Top Word Pairs in Tweet in G10:
[69] #javascript,#github [69] #github,#nodejs [67] #nodejs,#cybersecurity [67] #cybersecurity,#devops [65] #datascience,#ai [64] #100daysofcode,#datascience [64] #ai,#bot [63] #devops,#100daysofcode [48] #hclswlobp,#nocode [45] #nocode,#lowcode Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: