The graph represents a network of 1,894 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 May 2022 at 11:28 UTC.
The requested start date was Wednesday, 18 May 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 1-day, 22-hour, 0-minute period from Monday, 16 May 2022 at 02:00 UTC to Wednesday, 18 May 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 : 1894
Unique Edges : 2930
Edges With Duplicates : 15498
Total Edges : 18428
Number of Edge Types : 5
Retweet : 6324
MentionsInRetweet : 9138
Tweet : 1417
Mentions : 1410
Replies to : 139
Self-Loops : 1563
Reciprocated Vertex Pair Ratio : 0.0154315753773105
Reciprocated Edge Ratio : 0.0303941215764863
Connected Components : 243
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 1507
Maximum Edges in a Connected Component : 17745
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.572557
Graph Density : 0.00167013356048042
Modularity : 0.218214
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,894 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 May 2022 at 11:28 UTC.
The requested start date was Wednesday, 18 May 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 1-day, 22-hour, 0-minute period from Monday, 16 May 2022 at 02:00 UTC to Wednesday, 18 May 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 : iot ai
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:
[2809] #iot,#iiot [2345] #bigdata,#analytics [1804] #analytics,#datascience [1747] #ai,#machinelearning [1535] #datascience,#ai [1419] #machinelearning,#iot [1324] #iiot,#pytorch [989] #ai,#iot [969] #machinelearning,#ai [888] #ai,#python Top Word Pairs in Tweet in G1:
[231] #ai,#iot [191] #ai,#machinelearning [182] #machinelearning,#ai [177] #bigdata,#analytics [165] #iot,#iiot [162] #ai,#python [159] #machinelearning,#iot [135] read,more [133] artificial,intelligence [130] #analytics,#datascience Top Word Pairs in Tweet in G2:
[1536] #iot,#iiot [777] #bigdata,#analytics [735] #iiot,#pytorch [617] #analytics,#datascience [611] #javascript,#reactjs [581] #datascience,#ai [574] #ai,#machinelearning [516] #python,#iot [478] #machinelearning,#iot [446] #reactjs,#wordpress Top Word Pairs in Tweet in G3:
[908] #bigdata,#analytics [676] #iot,#iiot [622] #analytics,#datascience [552] #ai,#machinelearning [412] #machinelearning,#iot [410] #datascience,#ai [370] #iiot,#pytorch [346] #pytorch,#python [296] #ai,#iot [274] #datascience,#bigdata Top Word Pairs in Tweet in G4:
[299] #bigdata,#analytics [289] #analytics,#datascience [285] #datascience,#ai [277] #ai,#machinelearning [253] #iot,#iiot [221] #machinelearning,#iot [185] #machinelearning,#ai [183] #aiethics,#machinelearning [154] #ai,#python [124] #iiot,#python Top Word Pairs in Tweet in G5:
[102] #seo,#google [95] #google,#apple [83] #apple,#ios [32] #ios,#cybersecurity [26] #ai,#iot [11] ai,iot [11] #cybersecurity,#robotics [9] ai,based [8] iot,ai [8] #人工衛星,#ai Top Word Pairs in Tweet in G6:
[139] #bigdata,#analytics [134] #iot,#iiot [123] #ai,#python [112] #machinelearning,#ai [111] #ai,#machinelearning [109] #python,#rstats [107] #machinelearning,#iot [104] #analytics,#datascience [91] #datascience,#ai [72] #ai,#iot Top Word Pairs in Tweet in G7:
[3] adoption,#ai [3] #ai,#ml [3] #ml,#artificialintelligence [3] #artificialintelligence,scaling [3] scaling,#education [3] #education,industry [3] #intel,launches [3] launches,#ai [3] #ai,chips [3] chips,challenging Top Word Pairs in Tweet in G8:
[103] sign,free [64] free,middlemen [54] #hiring,sign [49] need,#job [49] #job,sign [46] #artificialintelligence,#machinelearning [42] #machinelearning,#python [39] free,middleman [39] middleman,#artificialintelligence [38] #coding,#100daysofcode Top Word Pairs in Tweet in G9:
[9] north,america [9] america,channel [9] year,continuous [9] continuous,market [9] market,growth [7] computing,#ai [6] sas,intel [6] intel,north [6] channel,#partner [6] #partner,year Top Word Pairs in Tweet in G10:
[80] welcome,#iot [80] #iot,coffee [80] coffee,talk [80] chat,#digital [79] #digital,#iiot [74] #iiot,#automation [60] #automation,#digitaltwins [47] #digitaltwins,#edge [39] #edge,#iotpl [38] #iotpl,#iotcl Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: