The graph represents a network of 1,051 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, 03 December 2021 at 12:01 UTC.
The requested start date was Friday, 03 December 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 2-day, 7-hour, 1-minute period from Tuesday, 30 November 2021 at 17:58 UTC to Friday, 03 December 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 : 1051
Unique Edges : 1041
Edges With Duplicates : 15264
Total Edges : 16305
Number of Edge Types : 5
Retweet : 7157
MentionsInRetweet : 8364
Mentions : 373
Tweet : 409
Replies to : 2
Self-Loops : 487
Reciprocated Vertex Pair Ratio : 0.00835945663531871
Reciprocated Edge Ratio : 0.016580310880829
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1047
Maximum Edges in a Connected Component : 16300
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.333636
Graph Density : 0.00349780254632776
Modularity : 0.132499
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,051 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, 03 December 2021 at 12:01 UTC.
The requested start date was Friday, 03 December 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 2-day, 7-hour, 1-minute period from Tuesday, 30 November 2021 at 17:58 UTC to Friday, 03 December 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 : 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:
[4241] #iot,#iiot [3352] #bigdata,#analytics [2950] #analytics,#datascience [2811] #datascience,#ai [2381] #python,#rstats [2172] #ai,#machinelearning [2059] #machinelearning,#iot [1739] #machinelearning,#ai [1634] #analytics,#machinelearning [1189] #ai,#python Top Word Pairs in Tweet in G1:
[2666] #iot,#iiot [2243] #bigdata,#analytics [1938] #analytics,#datascience [1841] #datascience,#ai [1523] #python,#rstats [1384] #ai,#machinelearning [1312] #machinelearning,#iot [1077] #machinelearning,#ai [1030] #analytics,#machinelearning [792] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[795] #iot,#iiot [741] #bigdata,#analytics [665] #analytics,#datascience [622] #datascience,#ai [519] #ai,#machinelearning [515] #machinelearning,#iot [503] #python,#rstats [288] #iiot,#pytorch [275] #pytorch,#python [217] #iiot,#python Top Word Pairs in Tweet in G3:
[155] #iot,#iiot [151] #bigdata,#analytics [131] #datascience,#ai [122] #analytics,#datascience [92] #ai,#machinelearning [76] #machinelearning,#iot [60] #ai,#iot [50] #iiot,#pytorch [50] #python,#rstats [42] ingliguori,#bigdata Top Word Pairs in Tweet in G4:
[138] #iot,#iiot [97] #datascience,#ai [92] #ai,#machinelearning [89] #bigdata,#analytics [89] #analytics,#datascience [72] #python,#rstats [68] #machinelearning,#iot [51] #iiot,#python [36] #ai,#iot [31] #machinelearning,#ai Top Word Pairs in Tweet in G5:
[155] #iot,#iiot [136] #machinelearning,#ai [121] #analytics,#machinelearning [86] #100daysofcode,#tech [84] #python,#rstats [83] #robotics,#100daysofcode [78] #tech,#elonmusk [77] #ai,#python [65] #ai,#iot [60] #rstats,#reactjs Top Word Pairs in Tweet in G6:
[266] #iot,#iiot [244] #machinelearning,#ai [237] #analytics,#machinelearning [168] #reactjs,#iot [160] #rstats,#reactjs [132] #iiot,#ml [114] #ai,#python [100] #python,#rstats [73] #ai,#rstats [45] #ai,#iot Top Word Pairs in Tweet in G7:
[71] #machinelearning,#bigdata [64] #analytics,#datascience [55] #datascience,#ai [48] #bigdata,#analytics [46] #iot,#iiot [39] #python,#rstats [36] #deeplearning,#analytics [32] #iiot,#python [30] #ai,#iot [29] #coding,#100daysofcode Top Word Pairs in Tweet in G8:
[12] #machinelearning,#ai [10] #ai,#python [10] change,different [10] different,verticals [10] verticals,#machinelearning [10] #machinelearning,#datascience [10] #datascience,#iiot [9] #bigdata,#deeplearning [9] #deeplearning,#iot [8] 5g,industrial Top Word Pairs in Tweet in G9:
[2] ten,commandments [2] commandments,#machinelearning [2] #machinelearning,kenrussellmiami [2] kenrussellmiami,collective_54 [2] collective_54,godfrey_rono Top Word Pairs in Tweet in G10:
[13] #analytics,#ai [13] #ai,#rstats [11] #iot,#iiot [9] many,#ai [9] #ai,researchers [9] researchers,think [9] think,realworld [9] realworld,problems [9] problems,relevant [9] relevant,#analytics Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: