The graph represents a network of 2,366 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, 16 September 2020 at 11:48 UTC.
The requested start date was Wednesday, 16 September 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 3-day, 17-hour, 30-minute period from Saturday, 12 September 2020 at 06:30 UTC to Wednesday, 16 September 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 : 2366
Unique Edges : 2614
Edges With Duplicates : 14107
Total Edges : 16721
Number of Edge Types : 5
Mentions : 1050
Retweet : 6087
MentionsInRetweet : 8174
Tweet : 1362
Replies to : 48
Self-Loops : 1552
Reciprocated Vertex Pair Ratio : 0.00554760200429492
Reciprocated Edge Ratio : 0.0110339918134899
Connected Components : 310
Single-Vertex Connected Components : 215
Maximum Vertices in a Connected Component : 1884
Maximum Edges in a Connected Component : 16072
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.694513
Graph Density : 0.00100418365176863
Modularity : 0.25553
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,366 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, 16 September 2020 at 11:48 UTC.
The requested start date was Wednesday, 16 September 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 3-day, 17-hour, 30-minute period from Saturday, 12 September 2020 at 06:30 UTC to Wednesday, 16 September 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 Entire Graph:
[2435] #bigdata,#analytics [2231] #analytics,#datascience [2228] #datascience,#ai [2144] #ai,#iot [1884] #ai,#machinelearning [1843] #iot,#iiot [1698] #machinelearning,#iot [841] #python,#rstats [758] #bigdata,#ai [653] #iiot,#python Top Word Pairs in Tweet in G1:
[209] #ai,#iot [113] #ai,#machinelearning [103] #machinelearning,#iot [64] #iot,#iiot [55] #bigdata,#analytics [50] #analytics,#datascience [50] #datascience,#ai [44] #iot,#cloud [43] #iot,#5g [39] enricomolinari,#ai Top Word Pairs in Tweet in G2:
[438] #ai,#iot [272] #bigdata,#analytics [204] #ai,#machinelearning [200] #analytics,#datascience [197] #datascience,#ai [197] #ai,#ml [195] #iot,#iiot [181] #machinelearning,#iot [149] #machinelearning,#ai [117] gt,gt Top Word Pairs in Tweet in G3:
[1688] #bigdata,#analytics [1593] #analytics,#datascience [1592] #datascience,#ai [1240] #iot,#iiot [1215] #ai,#iot [1190] #ai,#machinelearning [1090] #machinelearning,#iot [665] #bigdata,#ai [662] #python,#rstats [498] #iiot,#python Top Word Pairs in Tweet in G4:
[29] artificial,intelligence [19] machine,learning [18] ai,iot [17] #ai,#iot [17] read,more [16] internet,things [12] iot,ai [11] #iot,#ai [7] #ai,#artificialintelligence [6] things,iot Top Word Pairs in Tweet in G5:
[353] #bigdata,#analytics [345] #datascience,#ai [344] #analytics,#datascience [312] #ai,#machinelearning [297] #iot,#iiot [289] #machinelearning,#iot [101] #iiot,#pytorch [99] #pytorch,#python [75] gp_pulipaka,free [74] #python,#rst Top Word Pairs in Tweet in G6:
[112] #ai,#iot [84] gt,gt [64] #robotics,#ai [58] #iot,#artificialintelligence [58] #artificialintelligence,#hardware [41] #agritech,#biometrics [40] #iot,#ai [37] #bigdata,#analytics [33] #analytics,#datascience [32] #datascience,#ai Top Word Pairs in Tweet in G7:
[99] #agritech,startup [99] startup,agri10x [99] agri10x,leveraging [99] leveraging,potential [99] potential,data [99] data,precision [99] precision,integrating [99] integrating,#iot [99] #iot,#ai [99] #ai,#blockchain Top Word Pairs in Tweet in G8:
[7] #construction,#iot [7] #sustainability,#ai [6] #iot,#sustainability [6] #ai,#5g [4] #5g,#cloud [3] #cloud,#edge [2] more,money [2] money,inspire [2] inspire,greater [2] greater,innovation Top Word Pairs in Tweet in G9:
[50] #ai,#iot [45] #iot,#data [38] #data,#future [38] #history,#ynh [28] #algorithms,#ai [28] #future,#humans [28] #humans,#history [27] #jobs,#algorithms [20] #iot,#ai [12] online,nov Top Word Pairs in Tweet in G10:
[21] #bigdata,#analytics [20] #ai,#machinelearning [16] #computervision,action [16] action,#ai [16] #machinelearning,#datascience [16] #datascience,#bigdata [16] #analytics,#iot [16] #iot,#linux [16] #linux,#java [16] #java,#reactjs 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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