The graph represents a network of 1,288 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, 13 January 2021 at 13:30 UTC.
The requested start date was Wednesday, 13 January 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, 12-hour, 4-minute period from Monday, 11 January 2021 at 10:35 UTC to Tuesday, 12 January 2021 at 22:39 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 : 1288
Unique Edges : 1785
Edges With Duplicates : 15291
Total Edges : 17076
Number of Edge Types : 5
Mentions : 690
Retweet : 6566
MentionsInRetweet : 8819
Tweet : 974
Replies to : 27
Self-Loops : 1095
Reciprocated Vertex Pair Ratio : 0.0183448838157358
Reciprocated Edge Ratio : 0.0360288230584468
Connected Components : 100
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 1154
Maximum Edges in a Connected Component : 16846
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.235984
Graph Density : 0.00301389431824214
Modularity : 0.186358
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,288 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, 13 January 2021 at 13:30 UTC.
The requested start date was Wednesday, 13 January 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, 12-hour, 4-minute period from Monday, 11 January 2021 at 10:35 UTC to Tuesday, 12 January 2021 at 22:39 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:
[2745] #iot,#iiot [2377] #ai,#machinelearning [2242] #bigdata,#analytics [2110] #analytics,#datascience [1994] #datascience,#ai [1887] #machinelearning,#iot [1100] #python,#rstats [1004] #rstats,#reactjs [769] #machinelearning,#ai [746] #analytics,#ai Top Word Pairs in Tweet in G1:
[380] #ai,#machinelearning [363] #machinelearning,#iot [187] #iot,#iiot [114] #bigdata,#analytics [114] #analytics,#datascience [108] #datascience,#ai [86] #iot,#ces2021 [82] #rstats,#reactjs [74] #ai,#iot [62] #iot,#machinelearning Top Word Pairs in Tweet in G2:
[1970] #iot,#iiot [1689] #bigdata,#analytics [1590] #analytics,#datascience [1505] #ai,#machinelearning [1493] #datascience,#ai [1164] #machinelearning,#iot [788] #python,#rstats [669] #rstats,#reactjs [485] #ai,#100daysofcode [484] #iiot,#python Top Word Pairs in Tweet in G3:
[161] #ai,#iot [155] #machinelearning,#ai [142] #iot,#iiot [135] #ai,#machinelearning [105] #bigdata,#analytics [94] #analytics,#datascience [89] #bigdata,#machinelearning [87] #datascience,#ai [81] #machinelearning,#iot [67] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[295] #bigdata,#analytics [281] #analytics,#datascience [269] #datascience,#ai [253] #iot,#iiot [238] #ai,#machinelearning [225] #machinelearning,#iot [112] #python,#rstats [98] #iiot,#python [74] #iiot,#pytorch [69] #pytorch,#python Top Word Pairs in Tweet in G5:
[193] #rstats,#reactjs [165] #iot,#iiot [152] #analytics,#ai [139] #reactjs,#iot [82] #ai,#machinelearning [80] #python,#rstats [76] #machinelearning,#ai [68] #analytics,#machinelearning [64] #ai,#100daysofcode [52] #machinelearning,#bigdata Top Word Pairs in Tweet in G6:
[22] artificial,intelligence [17] machine,learning [16] read,more [12] #ai,#iot [12] análise,preditiva [9] #ai,#machinelearning [9] brazil,sfe [9] sfe,terms [8] #robotics,#ai [8] #iot,#artificialintelligence Top Word Pairs in Tweet in G7:
[83] #machinelearning,#datascience [66] #datascience,#python [65] #python,#ai [65] #ai,#100daysofcode [43] #100daysofcode,#devcommunity [34] #artificialintelligence,#machinelearning [31] #devcommunity,#iot [29] #iot,#flutter [23] #flutter,#javascript [22] harbrimah,ai Top Word Pairs in Tweet in G8:
[17] #machinelearning,#iot [12] #bigdata,#analytics [12] #analytics,#datascience [12] #datascience,#ai [11] #ai,#machinelearning [11] #iot,#iiot [8] predictions,embedded [7] #python,#ai [7] #ai,#100daysofcode [7] embedded,#machinelearning Top Word Pairs in Tweet in G9:
[2] steps,build [2] build,deploy [2] deploy,models [2] models,#drones [2] #drones,flying [2] flying,#iot [2] #iot,devices [2] devices,read [2] read,more [2] more,kunbajaj Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: