The graph represents a network of 2,871 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, 21 October 2020 at 11:47 UTC.
The requested start date was Wednesday, 21 October 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, 14-hour, 3-minute period from Monday, 19 October 2020 at 09:56 UTC to Wednesday, 21 October 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 : 2871
Unique Edges : 3284
Edges With Duplicates : 14320
Total Edges : 17604
Number of Edge Types : 5
Tweet : 1351
Mentions : 1194
Retweet : 6269
MentionsInRetweet : 8723
Replies to : 67
Self-Loops : 1606
Reciprocated Vertex Pair Ratio : 0.00881995133819951
Reciprocated Edge Ratio : 0.0174856798311727
Connected Components : 365
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 2244
Maximum Edges in a Connected Component : 16774
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.773251
Graph Density : 0.000805119560376078
Modularity : 0.281964
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,871 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, 21 October 2020 at 11:47 UTC.
The requested start date was Wednesday, 21 October 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, 14-hour, 3-minute period from Monday, 19 October 2020 at 09:56 UTC to Wednesday, 21 October 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:
[2036] #iot,#iiot [2026] #bigdata,#analytics [1781] #datascience,#ai [1777] #analytics,#datascience [1604] #ai,#machinelearning [1589] #ai,#iot [1214] #machinelearning,#iot [736] #iiot,#python [670] #python,#rstats [454] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1651] #bigdata,#analytics [1493] #iot,#iiot [1425] #analytics,#datascience [1384] #datascience,#ai [1219] #ai,#machinelearning [944] #machinelearning,#iot [820] #ai,#iot [597] #iiot,#python [476] #python,#rstats [356] machine,learning Top Word Pairs in Tweet in G2:
[242] #ai,#iot [134] gt,gt [100] #ar,#vr [81] spirosmargaris,xbond49 [81] xbond49,psb_dc [81] perfect,storm [80] #ai,#machinelearning [79] psb_dc,jblefevre60 [79] jblefevre60,nigewillson [78] storm,#ai Top Word Pairs in Tweet in G3:
[173] #iot,#iiot [161] #ai,#ml [159] #ml,#tech [159] #automation,#robot [158] 10,years [158] years,progress [158] progress,#robotics [158] #robotics,bostondynamics [158] #tech,#4ir [158] #4ir,#iot Top Word Pairs in Tweet in G4:
[23] ai,iot [20] #iot,#ai [20] #ai,#iot [15] iot,ai [11] #artificialintelligence,#ai [9] machine,learning [9] big,data [9] #ai,#technology [8] artificial,intelligence [8] #technology,#datascience Top Word Pairs in Tweet in G5:
[109] #ai,#iot [65] #bigdata,#datascience [60] #robotics,#ai [59] #iot,#artificialintelligence [57] #ai,#machinelearning [56] #iot,#iiot [53] #agritech,#biometrics [49] #datascience,#ai [48] #iiot,#iotpl [47] #imaging,#adas Top Word Pairs in Tweet in G6:
[71] #ai,#iot [42] #bigdata,#analytics [40] #ai,#machinelearning [39] #analytics,#datascience [39] #datascience,#ai [33] #machinelearning,#iot [32] #iot,#iiot [29] #iot,#ai [24] #4ir,#ai [21] fourth,industrial Top Word Pairs in Tweet in G7:
[109] #iot,#ai [105] integration,#iot [103] #ai,#cloudcomputing [103] #cloudcomputing,automobiles [103] automobiles,rising [103] rising,demand [103] demand,adoption [103] adoption,#aces [103] #aces,mobility [102] omkar_raii,integration Top Word Pairs in Tweet in G8:
[245] #bigdata,#analytics [237] #datascience,#ai [234] #analytics,#datascience [208] #iot,#iiot [156] #ai,#machinelearning [149] #python,#rstats [130] #machinelearning,#iot [97] #iiot,#python [88] #ai,#iot [83] #iiot,#pytorch Top Word Pairs in Tweet in G9:
[7] #iot,#ai [6] a6,ai [6] ai,iot [5] #ai,#iot [4] itakethelead,365surmarius [4] 365surmarius,themrblueprint [4] themrblueprint,mrkmrkmoh [4] mrkmrkmoh,mariussou [4] mariussou,kiyotaka_1991 [4] sarahebourne,a6 Top Word Pairs in Tweet in G10:
[11] #ai,#iot [10] #digitaltransformation,#iot [8] #iot,#ai [7] #4ir,#ai [6] #automation,#digitaltransformation [5] #machinelearning,#iot [5] #ai,#ml [4] gt,gt [4] #datascience,#ai [4] #iot,#iiot 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 G6:
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: