The graph represents a network of 1,864 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, 14 December 2022 at 13:19 UTC.
The requested start date was Wednesday, 14 December 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 2-day, 12-hour, 53-minute period from Sunday, 11 December 2022 at 11:59 UTC to Wednesday, 14 December 2022 at 00:53 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 : 1864
Unique Edges : 2006
Edges With Duplicates : 16726
Total Edges : 18732
Number of Edge Types : 5
MentionsInRetweet : 8836
Mentions : 2061
Retweet : 6432
Tweet : 1310
Replies to : 93
Self-Loops : 2116
Reciprocated Vertex Pair Ratio : 0.0321194762684124
Reciprocated Edge Ratio : 0.0622398414271556
Connected Components : 85
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 1759
Maximum Edges in a Connected Component : 18518
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.234003
Graph Density : 0.00145278854770675
Modularity : 0.174485
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,864 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, 14 December 2022 at 13:19 UTC.
The requested start date was Wednesday, 14 December 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 2-day, 12-hour, 53-minute period from Sunday, 11 December 2022 at 11:59 UTC to Wednesday, 14 December 2022 at 00:53 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:
[3064] #bigdata,#analytics [2742] #ai,#machinelearning [2066] #analytics,#datascience [2032] #datascience,#ai [1906] #machinelearning,#iot [1720] #iot,#iiot [1679] #python,#rstats [1096] #machinelearning,#datascience [1077] #iiot,#python [1051] #analytics,#ai Top Word Pairs in Tweet in G1:
[1871] #bigdata,#analytics [1506] #ai,#machinelearning [1282] #datascience,#ai [1243] #analytics,#datascience [1204] #machinelearning,#iot [1080] #iot,#iiot [1078] #python,#rstats [674] #analytics,#ai [600] #iiot,#python [540] #pytorch,#python Top Word Pairs in Tweet in G2:
[535] #ai,#machinelearning [310] #bigdata,#analytics [253] #machinelearning,#datascience [237] #iot,#python [209] #machinelearning,#robotics [208] #python,#coding [198] #analytics,#datascience [197] #coding,#100daysofcode [196] #machinelearning,#iot [191] #robotics,#iot Top Word Pairs in Tweet in G3:
[202] #ai,#machinelearning [196] #bigdata,#analytics [143] #analytics,#datascience [132] #machinelearning,#ai [124] #datascience,#ai [108] ingliguori,#infographic [97] #ai,#iot [94] #iot,#iiot [87] #machinelearning,#iot [72] ingliguori,#bigdata Top Word Pairs in Tweet in G4:
[107] #bigdata,#analytics [106] #innovation,#iot [94] #iot,#tech [82] #edtech,#futureofwork [78] #futureofwork,#machinelearning [78] #ai,#education [77] uses,#ai [77] #education,bbntimes_en [77] bbntimes_en,#edtech [76] #machinelearning,#innovation Top Word Pairs in Tweet in G5:
[344] #bigdata,#analytics [334] #ai,#machinelearning [329] #analytics,#datascience [326] #datascience,#ai [325] #iot,#iiot [317] #machinelearning,#iot [222] #python,#rstats [161] #iiot,#python [129] #iiot,#pytorch [129] #pytorch,#python Top Word Pairs in Tweet in G6:
[149] #bigdata,#analytics [130] #machinelearning,#datascience [126] #analytics,#ai [124] #cybersecurity,#bigdata [112] #ai,#iiot [104] #datascience,#sql [104] #sql,#cybersecurity [100] #iiot,#python [93] #python,#rstats [84] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[88] online,courses [83] tut_ml,learn [82] data,science [77] #ai,#iot [77] #100daysofcode,#ai [77] #machinelearning,#100daysofcode [75] courses,#machinelearning [75] learn,data [71] science,online [60] #iot,#100daysofmlcod Top Word Pairs in Tweet in G8:
[93] #machinelearning,#datascience [83] #100daysofcode,#python [82] #datascience,#5g [82] #5g,#100daysofcode [49] reviews,#machinelearning [24] #ai,#iot [24] #bigdata,#analytics [21] accounts,#machinelearning [19] #bigdata,#ai [18] buy,#google Top Word Pairs in Tweet in G9:
[12] h2o,spark [12] shinyml,compara [12] regresión,clasificación [12] modelos,regresión [12] ningún,esfuerzo [12] tus,modelos [12] clasificación,favoritos [12] compara,tus [12] spark,ningún [12] favoritos,h2o Top Word Pairs in Tweet in G10:
[29] #machinelearning,#ai [29] #ai,#python [19] #python,#rstats [18] #rstats,#rectajs [18] #analytics,#5g [18] #5g,#machinelearning [17] #digitaltransformation,#machinelearning [15] #machinelearning,#bigdata [14] #rectajs,#iot [13] #art,#aiart Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: