The graph represents a network of 2,650 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, 06 May 2020 at 11:28 UTC.
The requested start date was Wednesday, 06 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, 5-hour, 15-minute period from Monday, 04 May 2020 at 18:45 UTC to Wednesday, 06 May 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 : 2650
Unique Edges : 2982
Edges With Duplicates : 10366
Total Edges : 13348
Number of Edge Types : 5
Retweet : 4399
MentionsInRetweet : 6458
Tweet : 676
Mentions : 1784
Replies to : 31
Self-Loops : 787
Reciprocated Vertex Pair Ratio : 0.0157723577235772
Reciprocated Edge Ratio : 0.0310549063550504
Connected Components : 171
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 2212
Maximum Edges in a Connected Component : 12594
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.764673
Graph Density : 0.000889905054951317
Modularity : 0.324056
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,650 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, 06 May 2020 at 11:28 UTC.
The requested start date was Wednesday, 06 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, 5-hour, 15-minute period from Monday, 04 May 2020 at 18:45 UTC to Wednesday, 06 May 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:
[1227] gt,gt [1106] #bigdata,#analytics [980] #datascience,#ai [974] #analytics,#datascience [863] #ai,#machinelearning [827] #iot,#iiot [750] #ai,#iot [664] #machinelearning,#iot [315] #iiot,#python [299] #python,#rstats Top Word Pairs in Tweet in G1:
[1011] #bigdata,#analytics [904] #analytics,#datascience [895] #datascience,#ai [741] #ai,#machinelearning [741] #iot,#iiot [588] #machinelearning,#iot [387] gt,gt [334] #ai,#iot [286] #iiot,#python [271] #python,#rstats Top Word Pairs in Tweet in G2:
[193] #ai,#iot [127] gt,gt [62] #ai,#robotics [62] enricomolinari,#ai [49] #iot,#ai [46] #ai,#vr [45] turns,wall [44] #ai,#machinelearning [42] #vr,#ar [39] bird,#wearable Top Word Pairs in Tweet in G3:
[670] gt,gt [145] mikequindazzi,gt [140] #gamedev,#indiedev [138] #training,#ai [138] #indiedev,#indiegame [138] #indiegame,#games [138] #games,#game [130] #ai,#iot [122] #ar,#vr [83] 20,game Top Word Pairs in Tweet in G4:
[148] cut,paste [74] ar,cut [74] paste,cut [74] paste,surroundings [74] surroundings,photoshop [74] photoshop,code [74] code,#theinsaneapp [74] #theinsaneapp,#ar [74] #ar,#vr [73] theinsaneapp,ar Top Word Pairs in Tweet in G5:
[123] pastor,chris [123] chris,gave [123] gave,revelation [123] revelation,insight [123] insight,come [123] come,role [123] role,technology [123] technology,play [107] play,end [107] end,time Top Word Pairs in Tweet in G6:
[19] ai,iot [13] #iot,#ai [12] questions,ask [12] ask,ai [12] iot,project [10] #ai,#iot [5] project,#usability [4] iot,ai [4] nodejs,developer [3] internet,things Top Word Pairs in Tweet in G7:
[23] #ai,#iot [20] #ai,#5g [20] #5g,#cloud [20] #cloud,#edge [19] #sustainability,#ai [18] #iot,#sustainability [18] #edge,#digitaltransformation [17] ai,iot [16] questions,ask [15] #iot,#ai Top Word Pairs in Tweet in G8:
[25] #ar,#iot [24] smart,glasses [24] glasses,technology [24] technology,#ai [24] #ai,#ar [24] #iot,#wearabletech [24] #ar,#vr [23] ritupaghosh,smart [21] combine,#augmentedreality [21] #augmentedreality,#virtualreality Top Word Pairs in Tweet in G9:
[61] #artificialintelligence,#ai [57] #ai,#robotics [44] #robotics,#datascience [28] #datascience,#machinelearning [24] #machinelearning,#deeplearning [24] #deeplearning,#iot [24] #iot,#digitaltransformation [24] #digitaltransformation,#predictiveanalytics [22] #predictiveanalytics,#bigdata [22] #bigdata,#chatbots Top Word Pairs in Tweet in G10:
[6] #iot,#bigdata [5] relationship,#iot [5] #bigdata,#cps [5] #cps,#ai [5] #ai,advanced [5] advanced,internet [5] internet,things [5] things,technologies [5] technologies,enable [5] enable,integration Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: