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, 09 September 2020 at 11:44 UTC.
The requested start date was Wednesday, 09 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 1-day, 8-hour, 47-minute period from Monday, 07 September 2020 at 15:12 UTC to Wednesday, 09 September 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 : 4243
Edges With Duplicates : 14794
Total Edges : 19037
Number of Edge Types : 5
Retweet : 6219
MentionsInRetweet : 9515
Tweet : 1233
Mentions : 1997
Replies to : 73
Self-Loops : 1402
Reciprocated Vertex Pair Ratio : 0.0196053789116501
Reciprocated Edge Ratio : 0.038456797732035
Connected Components : 299
Single-Vertex Connected Components : 179
Maximum Vertices in a Connected Component : 2510
Maximum Edges in a Connected Component : 18275
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.615163
Graph Density : 0.000835845437106056
Modularity : 0.291758
NodeXL Version : 1.0.1.440
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, 09 September 2020 at 11:44 UTC.
The requested start date was Wednesday, 09 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 1-day, 8-hour, 47-minute period from Monday, 07 September 2020 at 15:12 UTC to Wednesday, 09 September 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:
[1950] #bigdata,#analytics [1841] #analytics,#datascience [1813] #ai,#iot [1683] #datascience,#ai [1515] #iot,#iiot [875] #iiot,#python [822] #python,#rstats [815] #ai,#machinelearning [754] #machinelearning,#iot [512] gt,gt Top Word Pairs in Tweet in G1:
[220] #ai,#iot [167] #iot,#iiot [150] #datascience,#ai [122] #bigdata,#analytics [122] #ai,#machinelearning [114] #analytics,#datascience [99] #bigdata,#datascience [89] #iot,#5g [83] #machinelearning,#iot [68] #faa,approval Top Word Pairs in Tweet in G2:
[1345] #bigdata,#analytics [1265] #analytics,#datascience [1141] #ai,#iot [1082] #datascience,#ai [927] #iot,#iiot [601] #python,#rstats [531] #machinelearning,#iot [523] #ai,#machinelearning [519] #iiot,#python [440] #bigdata,#ai Top Word Pairs in Tweet in G3:
[91] #ai,#iot [63] #ai,#ml [59] corridor,used [59] used,cgi [59] cgi,recreate [59] recreate,dystopian [59] dystopian,world [59] world,#robots [59] #robots,cruelly [59] cruelly,trained Top Word Pairs in Tweet in G4:
[417] #bigdata,#analytics [396] #analytics,#datascience [393] #datascience,#ai [361] #iot,#iiot [276] #iiot,#python [224] #ai,#iot [185] online,courses [180] #machinelearning,#bigdata [165] #python,#rst [160] gp_pulipaka,harvard Top Word Pairs in Tweet in G5:
[19] #ai,#iot [17] #iot,#ai [13] ai,iot [11] artificial,intelligence [9] read,more [7] iot,ai [7] internet,things [6] #machinelearning,#ai [5] #machinelearning,#deeplearning [5] ai,ml Top Word Pairs in Tweet in G6:
[18] #iot,#ai [18] #machinelearning,#bigdata [15] #ai,#iot [13] janetholder_iam,udibc [13] udibc,2ᴴᴰ [13] 2ᴴᴰ,ᴴᴰherrs [13] ᴴᴰherrs,whats [13] whats,coming [13] coming,whiners [13] whiners,wimps Top Word Pairs in Tweet in G7:
[42] artificial,intelligence [41] #ai,#holograph [41] #holograph,#avatar [41] #avatar,#iot [41] #iot,artificial [41] intelligence,motion [41] motion,sensor [41] sensor,makes [41] makes,holographic [41] holographic,avatars Top Word Pairs in Tweet in G8:
[28] #ai,#5g [27] #sustainability,#ai [23] #iot,#sustainability [23] #5g,#cloud [22] #cloud,#edge [15] #construction,#iot [15] #edge,#futureofwork [14] #futureofwork,#infrastructure [11] pm,ct [9] today,12 Top Word Pairs in Tweet in G9:
[2] machine,learning Top Word Pairs in Tweet in G10:
[121] gt,gt [31] gt,#digitalhealth [16] #digitalhealth,#socialmedia [15] #iot,#ai [13] #socialmedia,#digitalmarketing [12] #ai,#iot [7] #ux,#iot [6] reed,hastings [6] vaccine,gt [6] covid,19 Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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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: