The graph represents a network of 2,889 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 Saturday, 09 November 2019 at 17:50 UTC.
The requested start date was Wednesday, 06 November 2019 at 01:01 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, 21-hour, 20-minute period from Monday, 04 November 2019 at 03:39 UTC to Wednesday, 06 November 2019 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 : 2889
Unique Edges : 6054
Edges With Duplicates : 3881
Total Edges : 9935
Number of Edge Types : 3
Mentions : 8758
Tweet : 1133
Replies to : 44
Self-Loops : 1133
Reciprocated Vertex Pair Ratio : 0.0218266253869969
Reciprocated Edge Ratio : 0.0427207998788062
Connected Components : 393
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 2128
Maximum Edges in a Connected Component : 9057
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.846511
Graph Density : 0.000791161239163932
Modularity : 0.421155
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,889 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 Saturday, 09 November 2019 at 17:50 UTC.
The requested start date was Wednesday, 06 November 2019 at 01:01 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, 21-hour, 20-minute period from Monday, 04 November 2019 at 03:39 UTC to Wednesday, 06 November 2019 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3290] gt,gt [1968] ã,ã [863] #ai,#iot [708] ãƒ,ã [674] mikequindazzi,gt [635] ã,ム[599] #bigdata,#analytics [592] ãƒ,ム[536] #ai,#machinelearning [496] #datascience,#ai Top Word Pairs in Tweet in G1:
[2166] gt,gt [444] mikequindazzi,gt [377] #ai,#iot [209] #iot,#bigdata [202] #bigdata,#analytics [182] gt,#ai [160] #ai,#machinelearning [153] #iot,#ai [149] #datascience,#ai [135] #analytics,#datascience Top Word Pairs in Tweet in G2:
[584] gt,gt [183] #ai,#iot [122] mikequindazzi,gt [104] #iot,#ai [92] ðÿ,ðÿ [78] evankirstel,ipfconline1 [78] ipfconline1,spirosmargaris [64] gt,#iot [62] #iot,#robotics [59] wef,mikequindazzi Top Word Pairs in Tweet in G3:
[812] ã,ã [211] ãƒ,ã [192] ã,ム[170] ãƒ,ム[136] â,ï [107] ã,å [68] å,ã [66] ã,æ [60] æ,ã [50] è,ã Top Word Pairs in Tweet in G4:
[179] ã,ã [116] ãƒ,ã [90] ãƒ,ム[76] #dataanalytics,#data [76] #data,#cloud [76] #cloud,#iot [74] ã,ム[66] #iot,#businessintelligence [58] artificial,intelligence [55] #businessintelligence,#datalake Top Word Pairs in Tweet in G5:
[284] gt,gt [98] wef,mikequindazzi [77] mikequindazzi,#ai [59] mikequindazzi,gt [57] gt,wef [43] haroldsinnott,4 [43] 4,ways [43] ways,#artificialintelligence [43] #artificialintelligence,approaching [43] approaching,worldâ Top Word Pairs in Tweet in G6:
[55] #ai,#iot [37] #iot,#artificialintelligence [35] teacher,uses [35] uses,interactive [35] interactive,board [35] board,teach [35] teach,#china [35] #china,alvinfoo [35] alvinfoo,#ai [34] ronald_vanloon,teacher Top Word Pairs in Tweet in G7:
[346] #bigdata,#analytics [312] #datascience,#ai [294] #ai,#machinelearning [280] #analytics,#datascience [189] #machinelearning,#iot [178] #iot,#iiot [126] #iiot,#pytorch [87] #pytorch,#python [73] #python,#rstats [61] machine,learning Top Word Pairs in Tweet in G8:
[72] emerging,tech [68] tech,#ai [66] stpiindia,want [65] want,find [65] find,innovative [65] innovative,solutions [65] solutions,create [65] create,resounding [65] resounding,social [65] social,impact Top Word Pairs in Tweet in G9:
[119] gt,gt [46] #ai,#iot [29] #bigdata,#analytics [21] mikequindazzi,gt [20] #datascience,#ai [20] #ai,#machinelearning [18] #machinelearning,#iot [18] #analytics,#datascience [13] #selfdrivingcars,#ai [13] #robotics,#tech Top Word Pairs in Tweet in G10:
[20] gt,gt [12] ðÿ,ðÿ [8] watch,#asktheceo [6] #ai,#iot [6] businesses,out [6] out,#iot [6] #iot,investments [6] investments,watch [6] #asktheceo,mirko_ross [6] mirko_ross,timestamp Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G10:
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: