The graph represents a network of 1,912 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, 15 September 2021 at 11:40 UTC.
The requested start date was Wednesday, 15 September 2021 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, 16-hour, 22-minute period from Monday, 13 September 2021 at 07:38 UTC to Wednesday, 15 September 2021 at 00:01 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 : 1912
Unique Edges : 2120
Edges With Duplicates : 14509
Total Edges : 16629
Number of Edge Types : 5
Tweet : 1445
Retweet : 6109
MentionsInRetweet : 7925
Mentions : 1055
Replies to : 95
Self-Loops : 1509
Reciprocated Vertex Pair Ratio : 0.0122615803814714
Reciprocated Edge Ratio : 0.0242261103633917
Connected Components : 324
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 1377
Maximum Edges in a Connected Component : 15888
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.590519
Graph Density : 0.00142343709289316
Modularity : 0.213464
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,912 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, 15 September 2021 at 11:40 UTC.
The requested start date was Wednesday, 15 September 2021 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, 16-hour, 22-minute period from Monday, 13 September 2021 at 07:38 UTC to Wednesday, 15 September 2021 at 00:01 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:
[2309] #iot,#iiot [2184] #bigdata,#analytics [1485] #datascience,#ai [1409] #analytics,#datascience [1212] #ai,#datascience [1109] #ai,#machinelearning [888] #machinelearning,#iot [874] #ai,#iot [800] #datascience,#iot [778] #python,#rstats Top Word Pairs in Tweet in G1:
[1474] #iot,#iiot [1460] #bigdata,#analytics [987] #datascience,#ai [943] #ai,#datascience [929] #analytics,#datascience [720] #ai,#machinelearning [569] #datascience,#iot [543] #machinelearning,#iot [522] #python,#bigdata [507] #analytics,#ai Top Word Pairs in Tweet in G2:
[178] #ai,#iot [160] #iot,#iiot [143] #bigdata,#analytics [98] #ai,#machinelearning [95] #analytics,#datascience [93] #datascience,#ai [88] #machinelearning,#iot [78] artificial,intelligence [75] #ai,#datascience [51] #robotics,#ai Top Word Pairs in Tweet in G3:
[62] #hclswlobp,#nocode [62] #nocode,#lowcode [62] #lowcode,#javascript [62] #javascript,#github [62] #github,#nodejs [62] #nodejs,#cybersecurity [62] #cybersecurity,#devops [61] #devops,#100daysofcode [60] #100daysofcode,#datascience [60] #datascience,#ai Top Word Pairs in Tweet in G4:
[84] #iot,#iiot [77] #ai,#iot [74] #ai,#ml [66] gave,kred [66] kred,#influence [61] #bigdata,#analytics [50] coffee,talk [49] #analytics,#datascience [44] #ai,#machinelearning [42] #datascience,#ai Top Word Pairs in Tweet in G5:
[176] #iot,#iiot [113] #operationbreathefreshcleanair,#machinelearning [112] #machinelearning,#5g [109] #ai,#iot [108] #5g,#datascience [107] #bigdata,#analytics [102] #datascience,#100daysofcode [90] #100daysofcode,#python [90] #python,#rstats [82] #bigdata,#ai Top Word Pairs in Tweet in G6:
[397] #bigdata,#analytics [394] #iot,#iiot [261] #analytics,#datascience [225] #datascience,#ai [162] #ai,#machinelearning [161] #machinelearning,#iot [135] #iiot,#pytorch [131] #analytics,#ai [128] #datascience,#iot [123] #pytorch,#python Top Word Pairs in Tweet in G7:
[14] #iot,#iiot [10] #bigdata,#analytics [9] #ai,#datascience [9] #cloud,native [9] native,#ai [9] #ai,powered [9] powered,#automation360 [9] #automation360,powerful [9] powerful,bots [9] bots,lot Top Word Pairs in Tweet in G8:
[25] #ai,#iot [18] #selfdrivingcars,#ai [17] #iot,#5g [6] cheap,sensors [6] sensors,smarter [6] smarter,#farmers [6] #farmers,#farm [6] #farm,#farming [5] #farming,#selfdrivingcars [5] guidaautonoma,cheap Top Word Pairs in Tweet in G9:
[2] year,old [2] #ai,#ml [2] #artificialintelligence,fueled [2] fueled,robot [2] robot,uprising [2] uprising,probably [2] probably,close [2] close,inevitable [2] inevitable,think [2] think,wired Top Word Pairs in Tweet in G10:
[3] book,#4ir [3] #4ir,#ai [3] #ai,#blockchain [3] #blockchain,#fintech [3] #fintech,#iot [3] #iot,reinventing [3] reinventing,nation [3] nation,dinisguarda [3] dinisguarda,rais [3] rais,hussin Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: