The graph represents a network of 1,355 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 February 2020 at 20:32 UTC.
The requested start date was Wednesday, 26 February 2020 at 19:10 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, 16-hour, 15-minute period from Tuesday, 25 February 2020 at 02:55 UTC to Wednesday, 26 February 2020 at 19:10 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 : 1355
Unique Edges : 3364
Edges With Duplicates : 4323
Total Edges : 7687
Number of Edge Types : 4
Mentions : 672
MentionsInRetweet : 6130
Tweet : 873
Replies to : 12
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.00823353293413174
Reciprocated Edge Ratio : 0.0163325909428359
Connected Components : 112
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 1205
Maximum Edges in a Connected Component : 7476
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.37219
Graph Density : 0.00220257594008732
Modularity : 0.328112
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 1,355 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 February 2020 at 20:32 UTC.
The requested start date was Wednesday, 26 February 2020 at 19:10 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, 16-hour, 15-minute period from Tuesday, 25 February 2020 at 02:55 UTC to Wednesday, 26 February 2020 at 19:10 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 machinelearning
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:
[1318] #bigdata,#analytics [1275] #datascience,#ai [1267] #ai,#machinelearning [1206] gt,gt [1193] #analytics,#datascience [1116] #machinelearning,#iot [1116] #iot,#iiot [677] #iiot,#pytorch [548] #ai,#iot [413] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[1058] #bigdata,#analytics [1029] #datascience,#ai [964] #analytics,#datascience [911] #ai,#machinelearning [896] #iot,#iiot [766] #machinelearning,#iot [541] #iiot,#pytorch [288] #technology,#iot [287] #gentek,#exploretraveler [248] #pytorch,#python Top Word Pairs in Tweet in G2:
[303] gt,gt [213] #machinelearning,#iot [211] #ai,#machinelearning [211] #bigdata,#analytics [204] #datascience,#ai [194] #analytics,#datascience [183] #iot,#iiot [163] #machinelearning,#ai [158] #ai,#iot [123] artificial,intelligence Top Word Pairs in Tweet in G3:
[800] gt,gt [204] 17,easiest [204] easiest,coding [204] coding,languages [204] languages,#infographics [204] #infographics,mikequindazzi [204] mikequindazzi,#softwareengineer [204] #softwareengineer,#developer [204] #developer,#makeyourownlane [169] mikequindazzi,gt Top Word Pairs in Tweet in G4:
[38] artificial,intelligence [28] read,more [13] machine,learning [6] #machinelearning,#iot [6] gt,gt [6] ai,man [6] man,ai [6] ai,robot [6] robot,part [5] #machinelearning,#deeplearning Top Word Pairs in Tweet in G5:
[30] #machinelearning,#iot [28] #iot,#cybersecurity [25] #artificialintelligence,#ai [25] #ai,business [25] business,directory [25] directory,#startup [25] #startup,#machinelearning [24] aibizdir,#artificialintelligence [14] #ai,#machinelearning [11] very,complete Top Word Pairs in Tweet in G6:
[16] #ai,#aiio [16] #aiio,#bigdata [16] #bigdata,#ml [16] #ml,#nlu [16] #nlu,#iot [12] #artificialintelligence,#machinelearning [6] #machinelearning,operating [6] operating,room [6] room,#ai [6] improving,solar Top Word Pairs in Tweet in G7:
[17] #ai,#machinelearning [16] #machinelearning,#iot [15] #datascience,#analytics [15] #analytics,necessary [15] necessary,boost [15] boost,#bigdata [15] #bigdata,#digitaltransformation [14] comment,#nanoedge [14] #nanoedge,solution [14] solution,cartesiamfrance Top Word Pairs in Tweet in G8:
[56] #robotics,#ai [56] #ai,#iot [56] #iot,#artificialintelligence [56] #artificialintelligence,#hardware [56] #hardware,#medical [56] #medical,#industrial [56] #industrial,#imaging [56] #imaging,#adas [54] #adas,#agritech [54] #agritech,#biometrics Top Word Pairs in Tweet in G9:
[10] #edtech,#technology [9] #technology,#innovation [8] #drones,travel [8] travel,difficult [8] difficult,areas [8] areas,help [8] help,save [8] save,lives [8] lives,techinsider [7] techinsider,vanloon Top Word Pairs in Tweet in G10:
[4] #cyber,#cyberattack [4] #cyberattack,#cyberscotweek2020 [4] #cyberscotweek2020,#cybersecurity [4] #cybersecurity,#mathispower [4] #mathispower,#data [4] #data,#dataanalytics [4] #dataanalytics,#bigdata [4] #bigdata,#bigdataanalytics [4] #iot,#cybersecurity [4] #cybersecurity,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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 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: