The graph represents a network of 2,525 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, 20 May 2020 at 11:28 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 4-minute period from Monday, 18 May 2020 at 20:56 UTC to Wednesday, 20 May 2020 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 : 2525
Unique Edges : 3187
Edges With Duplicates : 9692
Total Edges : 12879
Number of Edge Types : 5
Tweet : 807
Retweet : 4218
MentionsInRetweet : 6341
Mentions : 1486
Replies to : 27
Self-Loops : 917
Reciprocated Vertex Pair Ratio : 0.0153767298821117
Reciprocated Edge Ratio : 0.0302877334679455
Connected Components : 244
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 2069
Maximum Edges in a Connected Component : 12226
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.783574
Graph Density : 0.000932513219626242
Modularity : 0.315425
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,525 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, 20 May 2020 at 11:28 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 4-minute period from Monday, 18 May 2020 at 20:56 UTC to Wednesday, 20 May 2020 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 G2:
[979] gt,gt [854] #ai,#machinelearning [834] #ai,#iot [641] #machinelearning,#iot [636] #iot,#ar [548] train,china [494] china,holographic [378] holographic,windows [290] windows,provide [249] provide,information Top Word Pairs in Tweet in G3:
[171] gt,gt [134] #ai,#iot [112] mikequindazzi,gt [94] gt,#ai [52] #iot,#iiot [49] antgrasso,fisher85m [49] gt,wef [49] wef,mikequindazzi [49] more,slides [49] mikequindazzi,#ai Top Word Pairs in Tweet in G4:
[717] #bigdata,#analytics [155] #analytics,#datascience [135] #datascience,#ai [82] #iot,#iiot [59] #ai,#machinelearning [42] #machinelearning,#iot [40] #iiot,#python [40] #ai,#iot [40] #python,#rstats [38] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[320] #iot,#internetofthings [284] #internetofthings,#innovation [279] #ai,#artificialintelligence [252] #artificialintelligence,#technology [181] #technology,#iotshow [168] #iotshow,#cyber [120] #innovation,#infrastructure [112] #infrastructure,#ai [83] #toyota,concept [80] concept,built Top Word Pairs in Tweet in G6:
[42] gt,gt [34] #iot,#ai [27] ai,iot [27] #ai,#iot [27] iot,ai [27] artificial,intelligence [25] shape,coronavirus [25] covid,19 [23] iot,shape [23] coronavirus,normal Top Word Pairs in Tweet in G7:
[43] code,#theinsaneapp [18] #theinsaneapp,#machinelearning [18] background,matting [12] matting,world [10] world,green [10] green,screen [9] screen,code [8] theinsaneapp,background [8] #machinelearning,#artif [8] #machinelearning,#bigdata Top Word Pairs in Tweet in G8:
[41] gt,gt [39] #ai,#iot [37] #ai,#bigdata [37] #bigdata,#rpa [37] #iot,#chatbots [37] #bigdata,#analytics [37] #cybersecurity,#iot [36] #stocks,#investment [36] #rpa,#iot [24] #analytics,#datascience Top Word Pairs in Tweet in G9:
[30] #aiio,#bigdata [15] #ai,#aiio [11] #bigdata,#ml [10] #ml,#nlu [9] #nlu,#iot [8] top,#digitalhealth [8] #digitalhealth,influencers [8] influencers,twitter [8] twitter,#socialmedia [7] #socialmedia,analysis Top Word Pairs in Tweet in G10:
[9] #ai,#iot [9] #iot,#5g [7] #selfdrivingcars,#ai [7] 5g,weaken [7] weaken,corona [5] corona,virus [5] virus,immunity [5] immunity,connects [5] connects,#5g [5] #5g,towers 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: