The graph represents a network of 3,116 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, 12 August 2020 at 11:42 UTC.
The requested start date was Wednesday, 12 August 2020 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, 8-hour, 39-minute period from Monday, 10 August 2020 at 15:20 UTC to Wednesday, 12 August 2020 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 : 3116
Unique Edges : 4252
Edges With Duplicates : 15062
Total Edges : 19314
Number of Edge Types : 5
MentionsInRetweet : 9568
Mentions : 2282
Retweet : 6166
Replies to : 72
Tweet : 1226
Self-Loops : 1356
Reciprocated Vertex Pair Ratio : 0.0186636804777902
Reciprocated Edge Ratio : 0.0366434591425431
Connected Components : 308
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 2608
Maximum Edges in a Connected Component : 18601
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.817861
Graph Density : 0.000843469320052667
Modularity : 0.28753
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,116 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, 12 August 2020 at 11:42 UTC.
The requested start date was Wednesday, 12 August 2020 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, 8-hour, 39-minute period from Monday, 10 August 2020 at 15:20 UTC to Wednesday, 12 August 2020 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:
[1605] #analytics,#datascience [1602] #bigdata,#analytics [1479] #datascience,#ai [1456] #iot,#iiot [1303] #ai,#iot [1129] #ai,#machinelearning [995] #machinelearning,#iot [847] #iiot,#python [555] #python,#rstats [520] gt,gt Top Word Pairs in Tweet in G1:
[1449] #analytics,#datascience [1448] #bigdata,#analytics [1309] #datascience,#ai [1272] #iot,#iiot [944] #ai,#machinelearning [848] #machinelearning,#iot [777] #iiot,#python [668] #ai,#iot [509] #python,#rstats [264] #algorithms,#bigdata Top Word Pairs in Tweet in G2:
[135] #ai,#iot [70] gt,gt [61] #fintech,#finserv [59] #ai,#machinelearning [58] #robotics,#automation [57] #innovation,#ai [55] #automation,#robot [54] #ai,#ia [50] #finserv,#paytech [49] #analytics,#datascience Top Word Pairs in Tweet in G3:
[261] gt,gt [175] #ai,#iot [99] #iot,#iiot [98] rvp,7gtech [98] 7gtech,5gaiot [98] 5gaiot,c4isrt [98] c4isrt,endorse [90] #datascience,#ai [84] #ai,#machinelearning [67] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[145] #iot,#artificialintelligence [134] #artificialintelligence,#ml [133] #ai,computers [133] computers,created [133] created,secret [133] secret,language [132] google,#ai [130] language,wef [130] wef,#iot [129] #ml,#deeplearning Top Word Pairs in Tweet in G5:
[36] ai,iot [34] artificial,intelligence [20] read,more [19] #ai,#iot [15] #iot,#ai [15] iot,ai [14] wisekey,invests [14] invests,usd [14] usd,million [14] million,german Top Word Pairs in Tweet in G6:
[74] gt,gt [34] #ai,#iot [17] #technology,#technews [16] #ai,#ml [15] #technews,#it [13] gt,#digitalhealth [12] #fintech,#iot [12] #it,#ai [12] global,robotics [12] robotics,company Top Word Pairs in Tweet in G7:
[98] integration,#ai [94] #ai,#iot [91] rising,integration [91] #iot,#edge [91] #edge,enterprises [91] enterprises,enhanced [90] enhanced,efficiency [90] efficiency,seamless [90] seamless,operations [90] operations,drive Top Word Pairs in Tweet in G8:
[12] #bsnl4gnow,#bsnltripleplay [12] #bsnltripleplay,#bsnl5g [12] #bsnl5g,#ai [12] #ai,#iot [12] #iot,services [12] services,needed [12] needed,please [12] please,needs [12] needs,next [12] next,generation Top Word Pairs in Tweet in G9:
[66] working,great [66] great,#iot [66] #iot,industries [66] industries,#iotex [66] #iotex,#privacy [66] #privacy,#bigdata [66] #bigdata,#blockchain [66] #blockchain,#ai [66] #ai,#internetofthings [66] #internetofthings,cctip_io Top Word Pairs in Tweet in G10:
[12] #iot,#ai [12] open,source [11] digital,healthcare [11] healthcare,world [11] world,congress [11] congress,2020 [11] 2020,online [11] online,sep [11] sep,29 [11] 29,30 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: