The graph represents a network of 4,812 Twitter users whose recent tweets contained "#machinelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 00:46 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 0-minute period from Thursday, 23 June 2022 at 23:38 UTC to Friday, 24 June 2022 at 23:39 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 : 4812
Unique Edges : 14864
Edges With Duplicates : 19856
Total Edges : 34720
Number of Edge Types : 5
MentionsInRetweet : 12656
Mentions : 3477
Retweet : 14957
Tweet : 3439
Replies to : 191
Self-Loops : 3847
Reciprocated Vertex Pair Ratio : 0.0223692324942535
Reciprocated Edge Ratio : 0.0437595964027199
Connected Components : 495
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 3833
Maximum Edges in a Connected Component : 33517
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.565761
Graph Density : 0.000787714079313598
Modularity : 0.314434
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,812 Twitter users whose recent tweets contained "#machinelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 00:46 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 0-minute period from Thursday, 23 June 2022 at 23:38 UTC to Friday, 24 June 2022 at 23:39 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 : TwitterSearch
Graph Term : #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:
[4352] #coding,#100daysofcode [4302] #bigdata,#analytics [3939] #programming,#coding [3313] #ai,#machinelearning [3058] #datascientist,#linux [2962] #machinelearning,#datascience [2667] #iot,#iiot [2654] #linux,#programming [2601] #rstats,#tensorflow [2586] #python,#rstats Top Word Pairs in Tweet in G1:
[2921] #coding,#100daysofcode [2740] #bigdata,#analytics [2657] #programming,#coding [2015] #machinelearning,#datascience [1876] #datascientist,#linux [1789] #ai,#python [1787] #iot,#iiot [1683] #python,#rstats [1654] #linux,#programming [1642] #datascience,#bigdata Top Word Pairs in Tweet in G2:
[595] #ai,#machinelearning [355] #bigdata,#analytics [293] #coding,#100daysofcode [287] #machinelearning,#datascience [273] #datascience,#ai [227] #artificialintelligence,#machinelearning [220] #machinelearning,#deeplearning [210] #datascience,#bigdata [203] #machinelearning,#ai [203] #bigdata,#datascience Top Word Pairs in Tweet in G3:
[691] #bigdata,#analytics [668] #coding,#100daysofcode [657] #programming,#coding [653] #datascientist,#linux [643] #cloudcomputing,#serverless [638] #rstats,#tensorflow [630] #serverless,#datascientist [628] #javascript,#reactjs [562] #datascience,#ai [536] #python,#rstats Top Word Pairs in Tweet in G4:
[134] #machinelearning,#datascience [121] #ai,#machinelearning [108] #ai,#ml [96] #coding,#100daysofcode [93] #bigdata,#analytics [83] #ml,#machinelearning [81] #datascience,#bigdata [77] #machinelearning,#artificialintelligence [77] cc,ronald_vanloon [73] #ml,#mi Top Word Pairs in Tweet in G5:
[315] #bigdata,#analytics [273] #machinelearning,#datascience [255] #coding,#100daysofcode [253] #programming,#coding [234] #datascientist,#linux [223] #linux,#programming [189] #objectdetection,#machinelearning [186] elev,angle [186] automated,photo [186] photo,crop Top Word Pairs in Tweet in G6:
[160] #ai,#machinelearning [87] #coding,#100daysofcode [78] #programming,#coding [73] machine,learning [69] #machinelearning,#deeplearning [67] #machinelearning,#ai [65] #bigdata,#analytics [65] #machinelearning,#datascience [60] #datascience,#machinelearning [58] #ai,#python Top Word Pairs in Tweet in G7:
[66] machine,learning [37] #ai,#machinelearning [29] #machinelearning,#ai [20] #machinelearning,#artificialintelligence [19] #artificialintelligence,#machinelearning [17] #machinelearning,#deeplearning [14] #datascience,#machinelearning [11] #artificialintelligence,#ai [11] artificial,intelligence [11] #ai,#technology Top Word Pairs in Tweet in G8:
[22] #compchem,#machinelearning [21] chemrxiv,preprint [21] preprint,auto3d [21] auto3d,automatic [21] automatic,generation [21] generation,low [21] low,energy [21] energy,3d [21] 3d,structures [21] structures,ani Top Word Pairs in Tweet in G9:
[68] predict,optimize [34] excited,introduce [34] introduce,package [34] package,pyepo [34] pyepo,lyeskhalil [34] lyeskhalil,pytorch [34] pytorch,based [34] based,end [34] end,end [34] end,predict Top Word Pairs in Tweet in G10:
[32] #aiart,#generativeart [21] #machinelearning,#deeplearning [16] #ai,#art [16] #artwork,#artificialintelligence [15] #generativeart,#machinelearning [14] #aiart,#ai [14] #art,#machinelearning [14] #deeplearning,#generativeart [14] #generativeart,#aiartwork [14] #aiartwork,#artwork 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: