The graph represents a network of 1,740 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, 06 November 2019 at 18:46 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, 22-hour, 24-minute period from Monday, 04 November 2019 at 02:36 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 : 1740
Unique Edges : 3829
Edges With Duplicates : 3892
Total Edges : 7721
Number of Edge Types : 3
Mentions : 6792
Tweet : 908
Replies to : 21
Self-Loops : 908
Reciprocated Vertex Pair Ratio : 0.0153953813855843
Reciprocated Edge Ratio : 0.0303239145416954
Connected Components : 96
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 1563
Maximum Edges in a Connected Component : 7506
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.497652
Graph Density : 0.00143859927425591
Modularity : 0.366059
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,740 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, 06 November 2019 at 18:46 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, 22-hour, 24-minute period from Monday, 04 November 2019 at 02:36 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 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2098] gt,gt [1242] #bigdata,#analytics [1185] #ai,#machinelearning [1053] #datascience,#ai [926] #analytics,#datascience [923] #machinelearning,#iot [762] #ai,#iot [677] #iot,#iiot [464] artificial,intelligence [444] read,more Top Word Pairs in Tweet in G1:
[419] gt,gt [372] #ai,#iot [372] artificial,intelligence [356] read,more [340] more,here [291] #iot,#bigdata [277] #ai,#machinelearning [270] #bigdata,#analytics [242] #machinelearning,#iot [215] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[1396] gt,gt [307] mikequindazzi,gt [184] #ai,#iot [165] mikequindazzi,#ai [148] #machinelearning,#ai [118] #datascience,#machinelearning [117] #machinelearning,#deeplearning [115] #robotics,#datascience [114] gt,#robotics [108] gt,wef Top Word Pairs in Tweet in G3:
[168] #ai,#machinelearning [147] #bigdata,#analytics [142] gt,gt [134] #datascience,#ai [129] #machinelearning,#iot [117] #analytics,#datascience [90] #iot,#iiot [66] #ai,#iot [39] #iot,#bigdata [35] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[774] #bigdata,#analytics [702] #datascience,#ai [642] #ai,#machinelearning [617] #analytics,#datascience [504] #machinelearning,#iot [420] #iot,#iiot [216] #iiot,#pytorch [109] #pytorch,#python [105] machine,learning [93] #python,#rstats Top Word Pairs in Tweet in G5:
[40] read,more [23] #ai,#iot [20] amazon,asked [17] #iot,#bigdata [17] ronald_vanloon,amazon [16] #ai,#machinelearning [16] mattjenningssap,sap [15] customer,experience [14] gt,gt [14] ronald_vanloon,getdotbot Top Word Pairs in Tweet in G6:
[15] #artificialintelligence,#ai [13] #machinelearning,#ml [12] #internetofthings,#iot [11] #robotics,#data [11] #data,#datascience [11] #datascience,#bigdata [11] #bigdata,#technology [11] #technology,#artificialintelligence [11] #ai,#automation [11] #automation,#machinelearning Top Word Pairs in Tweet in G7:
[13] usefull,#infographics [13] #infographics,showing [13] showing,featured [13] featured,#cybersecurity [13] #cybersecurity,#startups [13] #startups,companies [13] companies,2019 [12] despite,diversity [12] diversity,#artificialintelligence [12] #artificialintelligence,project Top Word Pairs in Tweet in G8:
[6] georam72,smarkus [6] smarkus,soundbuy [6] soundbuy,davgreer [6] davgreer,oxinst [6] oxinst,dianaepatterson [6] dianaepatterson,andortechnology [6] andortechnology,brilliantleader [6] brilliantleader,neurochasm [6] neurochasm,sundaramravi [5] conkers3,georam72 Top Word Pairs in Tweet in G9:
[23] top,3 [23] 3,business [23] business,technology [23] technology,trends [23] trends,1 [23] 1,#cloud [23] #cloud,2 [23] 2,#iot [23] #iot,3 [23] 3,#ai Top Word Pairs in Tweet in G10:
[23] ai,world [23] world,congress [23] congress,2020 [23] 24,25 [23] book,now [20] #ai,#iot [16] 2020,london [16] london,march [16] march,24 [16] 25,book Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
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: