The graph represents a network of 1,319 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, 18 November 2020 at 13:34 UTC.
The requested start date was Wednesday, 18 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 19-hour, 40-minute period from Friday, 13 November 2020 at 05:20 UTC to Wednesday, 18 November 2020 at 01:01 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 : 1319
Unique Edges : 1927
Edges With Duplicates : 15083
Total Edges : 17010
Number of Edge Types : 5
Tweet : 985
Retweet : 6687
MentionsInRetweet : 8590
Mentions : 736
Replies to : 12
Self-Loops : 1093
Reciprocated Vertex Pair Ratio : 0.0101781170483461
Reciprocated Edge Ratio : 0.0201511335012594
Connected Components : 84
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1206
Maximum Edges in a Connected Component : 16831
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.411883
Graph Density : 0.00274038478131568
Modularity : 0.178738
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,319 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, 18 November 2020 at 13:34 UTC.
The requested start date was Wednesday, 18 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 19-hour, 40-minute period from Friday, 13 November 2020 at 05:20 UTC to Wednesday, 18 November 2020 at 01:01 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:
[2796] #bigdata,#analytics [2644] #analytics,#datascience [2324] #ai,#machinelearning [2323] #iot,#iiot [2323] #datascience,#ai [2125] #machinelearning,#iot [1065] #python,#rstats [974] #iiot,#python [775] #ai,#iot [531] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[418] #bigdata,#analytics [394] #ai,#machinelearning [385] #analytics,#datascience [349] #datascience,#ai [329] #machinelearning,#iot [328] #iot,#iiot [193] #ai,#iot [182] #machinelearning,#bigdata [160] artificial,intelligence [144] #python,#rstats Top Word Pairs in Tweet in G2:
[1916] #bigdata,#analytics [1803] #analytics,#datascience [1532] #datascience,#ai [1511] #iot,#iiot [1389] #ai,#machinelearning [1320] #machinelearning,#iot [725] #python,#rstats [619] #iiot,#python [433] #ai,#iot [389] #machinelearning,#100daysofcode Top Word Pairs in Tweet in G3:
[176] #ai,#machinelearning [161] #machinelearning,#iot [78] #iot,#iiot [61] autonomous,shared [61] shared,ebike [61] ebike,represents [61] represents,future [61] future,mobility [61] mobility,#ai [61] #iot,#smartcity Top Word Pairs in Tweet in G4:
[361] #bigdata,#analytics [356] #analytics,#datascience [350] #datascience,#ai [307] #ai,#machinelearning [291] #iot,#iiot [272] #machinelearning,#iot [186] #iiot,#python [159] #python,#rstats [49] #iiot,#pytorch [49] #pytorch,#python Top Word Pairs in Tweet in G5:
[104] #iot,#iiot [96] #rstats,#reactjs [76] #machinelearning,#ai [66] #analytics,#machinelearning [52] #ai,#iot [47] #reactjs,#iot [46] #ai,#javascript [30] #iot,#flutter [29] #iiot,#linux [27] #javascript,#rstats Top Word Pairs in Tweet in G6:
[29] read,more [28] machine,learning [22] artificial,intelligence [9] #ai,#machinelearning [8] #machinelearning,#iot [8] ai,man [8] man,ai [8] ai,robot [8] robot,part [8] #machinelearning,#deeplearning Top Word Pairs in Tweet in G7:
[16] #robotics,#automation [16] #automation,#robot [9] #artificialintelligence,#machinelearning [9] #ai,#iot [8] #iot,#machinelearning [7] artificial,muscles [7] muscles,work [7] work,same [7] same,human [7] human,muscles Top Word Pairs in Tweet in G8:
[15] #robotics,#artificialintelligence [14] #artificialintelligence,#iot [14] #iot,#ai [10] watch,robot [10] robot,carefully [10] carefully,paint [10] paint,masterpiece [10] masterpiece,time [10] time,#robotics [9] thefuturisthq,watch Top Word Pairs in Tweet in G9:
[8] #genpact,unethical [8] unethical,hr [8] hr,practices [8] practices,#bigdata [7] #bigdata,#analytics [6] #analytics,#datascience [4] #ai,#iot [4] #datascience,#machinelearning [3] #machinelearning,#iot [2] organizations,need Top Word Pairs in Tweet in G10:
[17] machine,learning [6] system,brings [5] learning,php [5] php,griddb [5] griddb,#machinelearning [5] #machinelearning,#ml [5] #ml,#deeplearning [5] #deeplearning,#griddb [5] #griddb,#iot [5] #iot,#php Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G8:
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: