The graph represents a network of 2,700 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, 22 April 2020 at 11:38 UTC.
The requested start date was Wednesday, 22 April 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 14-hour, 45-minute period from Tuesday, 21 April 2020 at 09:15 UTC to Wednesday, 22 April 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 : 2700
Unique Edges : 2960
Edges With Duplicates : 9709
Total Edges : 12669
Number of Edge Types : 5
Tweet : 938
Retweet : 4081
MentionsInRetweet : 6489
Mentions : 1124
Replies to : 37
Self-Loops : 1038
Reciprocated Vertex Pair Ratio : 0.00828872388188568
Reciprocated Edge Ratio : 0.0164411714334646
Connected Components : 303
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 2180
Maximum Edges in a Connected Component : 11918
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.902783
Graph Density : 0.000801256981323673
Modularity : 0.328312
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 2,700 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, 22 April 2020 at 11:38 UTC.
The requested start date was Wednesday, 22 April 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 14-hour, 45-minute period from Tuesday, 21 April 2020 at 09:15 UTC to Wednesday, 22 April 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:
[1726] gt,gt [1250] #ai,#iot [1246] #bigdata,#analytics [1187] #datascience,#ai [1149] #analytics,#datascience [1072] #iot,#iiot [868] #ai,#machinelearning [727] #machinelearning,#iot [569] #python,#rstats [502] #iiot,#python Top Word Pairs in Tweet in G1:
[1104] gt,gt [336] #ai,#iot [177] mikequindazzi,gt [146] #iot,#ai [102] gt,#iot [92] antgrasso,gt [91] mikequindazzi,statistacharts [89] gt,#ai [89] look,inside [88] inside,smart Top Word Pairs in Tweet in G2:
[268] #ai,#iot [98] gt,gt [78] ty,wef [78] wef,enricomolinari [78] enricomolinari,#smarcities [78] #smarcities,#safety [78] #safety,#ai [78] #tech,#traveltech [76] enricomolinari,walking [76] walking,air Top Word Pairs in Tweet in G3:
[578] #bigdata,#analytics [515] #analytics,#datascience [503] #datascience,#ai [434] #iot,#iiot [390] #ai,#machinelearning [316] #machinelearning,#iot [271] #ai,#iot [216] #iiot,#python [206] #python,#rstats [117] gt,gt Top Word Pairs in Tweet in G4:
[506] #datascience,#ai [492] #bigdata,#analytics [472] #analytics,#datascience [460] #iot,#iiot [328] #ai,#machinelearning [293] #python,#rstats [284] #machinelearning,#iot [223] #iiot,#python [152] #iiot,#pytorch [150] #pytorch,#python Top Word Pairs in Tweet in G5:
[28] learn,#ai [28] #ai,analytics [28] analytics,key [28] key,monetizing [28] monetizing,iot [15] ai,iot [13] #iot,#iiot [12] iot,ai [12] #ai,#iot [11] #iot,#ai Top Word Pairs in Tweet in G6:
[55] #iot,#ai [52] subway,train [52] train,#china [52] #china,holographic [52] holographic,#window [52] #window,system [52] system,gigadgets_ [52] gigadgets_,#iot [52] #ai,#augmentedreality [52] #augmentedreality,#emergingtech Top Word Pairs in Tweet in G7:
[46] gt,gt [38] #iot,#ai [27] #ai,#iot [18] #covid,killer [18] killer,#iot [18] #ai,#robots [18] #robots,#robotics [18] #robotics,#5g [18] #5g,#hospitals [18] #hospitals,#health Top Word Pairs in Tweet in G8:
[214] gt,gt [57] #ai,#defstar5 [52] mikequindazzi,#ai [51] helpful,#cybersecurity [51] #cybersecurity,framework [51] framework,#infographic [51] #infographic,mikequindazzi [51] #defstar5,#iot [51] #iot,#opensource [51] #opensource,#softwaredeveloper Top Word Pairs in Tweet in G9:
[51] ai,iot [40] eu,blockchain [40] blockchain,group [40] group,discussing [40] discussing,#iota [40] #iota,survey [36] convergence,blockchain [36] blockchain,ai [28] report,convergence [25] latest,report Top Word Pairs in Tweet in G10:
[43] #ml,#iot [41] #ai,#ml [39] interesting,#augmentedreality [39] #augmentedreality,display [39] display,apple [39] apple,music [39] music,#ai [39] #iot,#ar [39] #ar,#vr [39] #vr,#applemusic 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 G9:
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: