The graph represents a network of 1,854 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, 10 November 2021 at 12:42 UTC.
The requested start date was Wednesday, 10 November 2021 at 01:01 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, 19-hour, 33-minute period from Monday, 08 November 2021 at 05:27 UTC to Wednesday, 10 November 2021 at 01:00 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 : 1854
Unique Edges : 1761
Edges With Duplicates : 14488
Total Edges : 16249
Number of Edge Types : 5
Mentions : 1038
Tweet : 1298
Retweet : 6413
MentionsInRetweet : 7478
Replies to : 22
Self-Loops : 1449
Reciprocated Vertex Pair Ratio : 0.0122297444856956
Reciprocated Edge Ratio : 0.0241639697950378
Connected Components : 251
Single-Vertex Connected Components : 178
Maximum Vertices in a Connected Component : 1460
Maximum Edges in a Connected Component : 15734
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.828088
Graph Density : 0.00134916351861846
Modularity : 0.204857
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,854 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, 10 November 2021 at 12:42 UTC.
The requested start date was Wednesday, 10 November 2021 at 01:01 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, 19-hour, 33-minute period from Monday, 08 November 2021 at 05:27 UTC to Wednesday, 10 November 2021 at 01:00 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:
[2792] #iot,#iiot [2668] #bigdata,#analytics [2128] #datascience,#ai [1753] #analytics,#datascience [1331] #ai,#machinelearning [1108] #machinelearning,#iot [1073] #ai,#iot [905] #iiot,#pytorch [902] #ai,#datascience [878] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[2382] #iot,#iiot [2355] #bigdata,#analytics [1881] #datascience,#ai [1527] #analytics,#datascience [1086] #ai,#machinelearning [931] #machinelearning,#iot [800] #iiot,#pytorch [800] #datascience,#iot [799] #python,#bigdata [787] #ai,#datascience Top Word Pairs in Tweet in G2:
[174] #iot,#iiot [138] #ai,#iot [105] #bigdata,#analytics [82] #machinelearning,#ai [79] #ai,#machinelearning [75] #datascience,#ai [74] #analytics,#datascience [73] #ai,#python [73] #python,#rstats [65] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[188] #iot,#iiot [164] #ai,#iot [160] #bigdata,#analytics [158] artificial,intelligence [145] #datascience,#ai [127] #machinelearning,#ai [127] #ai,#machinelearning [127] #analytics,#datascience [88] read,more [87] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[16] iot,ai [13] ai,iot [11] #ai,#iot [10] #iot,#ai [7] #ai,#machinelearning [6] #datascience,#ai [5] technologies,such [5] #artificialintelligence,#ai [5] ものづくり教材をもっと知る,iot [5] iot,aiを学びraspberry Top Word Pairs in Tweet in G5:
[73] #machinelearning,#ai [69] #ai,#python [56] #python,#datascience [54] #datascience,#bigdata [47] #bigdata,#deeplearning [38] #deeplearning,#iot [32] #iot,#iiot [30] #5g,#cloud [29] #bigdata,#analytics [24] #iot,#100daysofcode Top Word Pairs in Tweet in G6:
[70] rising,funding [70] funding,619 [70] 619,million [70] million,h12020 [70] h12020,billion [70] billion,h12021 [70] h12021,indian [70] indian,agritech [70] agritech,space [70] space,growing Top Word Pairs in Tweet in G7:
[5] #bigdata,#analytics [4] #fintech,#finserv [4] #finserv,#ai [4] #ai,#insurtech [4] cheat,sheet [3] tame,tech [3] tech,giants [3] giants,control [3] control,society [3] society,infrastructure Top Word Pairs in Tweet in G8:
[14] #didyouknow,bees [14] bees,help [14] help,pollinate [14] pollinate,80 [14] 80,plants [14] plants,need [14] need,protect [14] protect,vodafone_de's [14] vodafone_de's,project [14] project,uses Top Word Pairs in Tweet in G9:
[15] top,10 [15] 10,technology [15] technology,trends [15] trends,shape [15] shape,coming [15] coming,decade [15] decade,automation [15] automation,rpa [15] rpa,5g [15] 5g,iot Top Word Pairs in Tweet in G10:
[11] #robot,backflips [11] backflips,gymnist [11] gymnist,#ai [11] #ai,#machinelearning [11] #machinelearning,#iot [11] #iot,#datascience [11] #datascience,#deeplearning [11] #deeplearning,joannmoretti [8] globaliqx,#robot [8] joannmoretti,pawlowsk Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: