The graph represents a network of 1,752 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, 02 September 2022 at 11:22 UTC.
The requested start date was Friday, 02 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, 8-hour, 8-minute period from Tuesday, 30 August 2022 at 15:51 UTC to Friday, 02 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 : 1752
Unique Edges : 481
Edges With Duplicates : 14918
Total Edges : 15399
Number of Edge Types : 5
Retweet : 6977
MentionsInRetweet : 7531
Tweet : 698
Mentions : 185
Replies to : 8
Self-Loops : 782
Reciprocated Vertex Pair Ratio : 0.00307038261691072
Reciprocated Edge Ratio : 0.00612196844831646
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 1736
Maximum Edges in a Connected Component : 15381
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.348319
Graph Density : 0.00138440134665384
Modularity : 0.180781
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,752 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, 02 September 2022 at 11:22 UTC.
The requested start date was Friday, 02 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, 8-hour, 8-minute period from Tuesday, 30 August 2022 at 15:51 UTC to Friday, 02 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 : 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:
[3929] #analytics,#ai [3324] #iiot,#python [3288] #bigdata,#analytics [2728] #machinelearning,#datascience [2082] #datascience,#machinelearning [1941] #python,#rstats [1936] #machinelearning,#analytics [1915] #cybersecurity,#bigdata [1864] cheat,sheet [1799] #ai,#ml Top Word Pairs in Tweet in G1:
[655] #analytics,#ai [638] #datascience,#machinelearning [636] #machinelearning,#analytics [594] #ai,#ml [591] #ml,#tech [583] #iiot,#python [566] #tech,#iiot [498] #python,#tensorflow [495] #tensorflow,#java [478] #java,#reactjs Top Word Pairs in Tweet in G2:
[1765] #analytics,#ai [1734] #machinelearning,#datascience [1725] #bigdata,#analytics [1394] #iiot,#python [1065] #python,#rstats [981] #cybersecurity,#bigdata [871] #ai,#iiot [853] #sql,#cybersecurity [835] #datascience,#sql [782] #iot,#iiot Top Word Pairs in Tweet in G3:
[501] #analytics,#ai [405] #iiot,#python [370] #bigdata,#analytics [339] #machinelearning,#datascience [298] #cybersecurity,#bigdata [265] #datascience,#sql [264] #sql,#cybersecurity [249] #datascience,#machinelearning [235] #machinelearning,#analytics [229] #ai,#iiot Top Word Pairs in Tweet in G4:
[378] #bigdata,#analytics [358] #analytics,#datascience [358] #datascience,#ai [352] #iot,#iiot [344] #ai,#machinelearning [335] #machinelearning,#iot [272] #python,#rstats [193] #iiot,#python [165] #iiot,#pytorch [163] #pytorch,#python Top Word Pairs in Tweet in G5:
[279] #analytics,#ai [224] #machinelearning,#datascience [224] #bigdata,#analytics [223] #cybersecurity,#bigdata [212] #ai,#iiot [210] #iiot,#python [207] #datascience,#sql [206] #sql,#cybersecurity [175] cheat,sheet [137] sheet,#machinelearning Top Word Pairs in Tweet in G6:
[240] #analytics,#ai [187] #bigdata,#analytics [185] #cybersecurity,#bigdata [181] #sql,#cybersecurity [174] #ai,#iiot [172] #machinelearning,#datascience [170] #datascience,#sql [161] #iiot,#python [119] cheat,sheet [117] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[57] #iotpl,#iotcl [44] #iiot,#iotpl [44] #analytics,#ai [43] #bigdata,#analytics [37] #machinelearning,#datascience [34] #iot,#iiot [32] #iiot,#python [29] #cybersecurity,#bigdata [28] #datascience,#sql [28] #sql,#cybersecurity Top Word Pairs in Tweet in G8:
[150] #analytics,#ai [132] #iiot,#python [121] #datascience,#machinelearning [121] #machinelearning,#analytics [117] #ai,#ml [117] #ml,#tech [116] #tech,#iiot [98] #python,#tensorflow [98] #tensorflow,#java [95] #java,#reactjs Top Word Pairs in Tweet in G9:
[126] #analytics,#ai [96] #iiot,#python [80] #bigdata,#analytics [70] #machinelearning,#datascience [62] #cybersecurity,#bigdata [61] #datascience,#sql [60] #ai,#iiot [59] #sql,#cybersecurity [57] cheat,sheet [55] #datascience,#machinelearning Top Word Pairs in Tweet in G10:
[55] #datascience,#machinelearning [50] #ai,#iot [49] #robotics,#ai [49] #iot,#datascience [47] ameca,#humanoid [47] #humanoid,#robot [47] #robot,bizarrely [47] bizarrely,mimics [47] mimics,facial [47] facial,expressions Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
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: