The graph represents a network of 5,394 Twitter users whose recent tweets contained "#ml", 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 Friday, 24 June 2022 at 22:50 UTC.
The tweets in the network were tweeted over the 3-day, 11-hour, 27-minute period from Tuesday, 21 June 2022 at 10:01 UTC to Friday, 24 June 2022 at 21:28 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 : 5394
Unique Edges : 15634
Edges With Duplicates : 24975
Total Edges : 40609
Number of Edge Types : 5
Replies to : 1396
Retweet : 13875
MentionsInRetweet : 16469
Mentions : 5958
Tweet : 2911
Self-Loops : 3228
Reciprocated Vertex Pair Ratio : 0.0238331678252234
Reciprocated Edge Ratio : 0.046556741028128
Connected Components : 524
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 4260
Maximum Edges in a Connected Component : 38982
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.857654
Graph Density : 0.000673396576028154
Modularity : 0.320432
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,394 Twitter users whose recent tweets contained "#ml", 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 Friday, 24 June 2022 at 22:50 UTC.
The tweets in the network were tweeted over the 3-day, 11-hour, 27-minute period from Tuesday, 21 June 2022 at 10:01 UTC to Friday, 24 June 2022 at 21:28 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 : #ml
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:
[6067] #ai,#ml [3093] #devops,#bigdata [3088] #iotpl,#rstats [3085] #programming,#datascience [2987] #datascience,#academictwitter [2974] #futureofwork,#devops [2948] #rstats,#tech [2910] #100daysofcode,#codenewbie [2902] #ml,#iotpl [2849] #bigdata,#cybersecurity Top Word Pairs in Tweet in G1:
[3064] #iotpl,#rstats [3057] #devops,#bigdata [3055] #programming,#datascience [2963] #datascience,#academictwitter [2951] #futureofwork,#devops [2922] #rstats,#tech [2885] #100daysofcode,#codenewbie [2878] #ml,#iotpl [2826] #bigdata,#cybersecurity [2789] #codenewbie,#womenwhocode Top Word Pairs in Tweet in G2:
[1480] #ai,#ml [678] #datascience,#bigdata [677] #artificialintelligence,#machinelearning [609] #ml,#machinelearning [595] #bigdata,#analytics [563] #machinelearning,#datascience [536] #tech,#data [496] #ml,#artificialintelligence [440] #coding,#100daysofcode [426] #blockchain,#tech Top Word Pairs in Tweet in G3:
[370] #ai,#ml [80] #artificialintelligence,#machinelearning [75] artificial,intelligence [62] machine,learning [60] #ml,#artificialintelligence [60] #ml,#futurism [60] #futurism,#intelligencefactory [60] #intelligencefactory,#digitaltransformation [60] #digitaltransformation,#dx [51] #ml,#machinelearning Top Word Pairs in Tweet in G4:
[478] #ai,#ml [135] machine,learning [132] #artificialintelligence,#ai [104] #machinelearning,#ml [92] #ml,#mi [87] #ml,#artificialintelligence [86] #ml,#machinelearning [85] #artificialintelligence,#ml [76] #machinelearning,#artificialintelligence [70] cc,ronald_vanloon Top Word Pairs in Tweet in G5:
[439] #ai,#ml [313] #ml,#dl [172] machine,learning [147] artificial,intelligence [69] #ml,#machinelearning [58] using,#ml [56] #artificialintelligence,#ai [55] landmark,moment [55] moment,ai [55] ai,standards Top Word Pairs in Tweet in G6:
[111] #ai,#ml [37] machine,learning [26] #ml,#ai [22] #ml,#machinelearning [13] #ai,#artificialintelligence [13] learn,more [11] ai,ml [11] artificial,intelligence [10] #machinelearning,#ml [10] #ml,#datascience Top Word Pairs in Tweet in G7:
[292] #ml,#datascience [256] #cybersecurity,#bigdata [251] #javascript,#technology [249] #bigdata,#javascript [249] #technology,#java [247] #pythoncode,#jobsearch [246] #jobsearch,#job [245] #machinelearning,#pythonprogramming [245] #tech,#iiot [244] #job,#tech Top Word Pairs in Tweet in G8:
[62] #ai,#ml [17] #ml,#ai [13] artificial,intelligence [12] june,22 [11] #ai,#artificialintelligence [11] machine,learning [11] #artificialintelligence,#machinelearning [11] #ceo,#cio [11] #cio,#cdo [11] #coo,#cfo Top Word Pairs in Tweet in G9:
[72] #ml,techniques [71] read,more [70] check,parti [70] parti,co [70] co,mwtkkp3ivt [70] mwtkkp3ivt,second [70] second,text [70] text,image [70] image,model [70] model,release Top Word Pairs in Tweet in G10:
[70] amazon,codewhisperer [53] #aws,#ml [43] codewhisperer,ml [43] ml,powered [41] preview,amazon [41] powered,coding [41] coding,companion [41] companion,#aws [27] code,reducing [21] transform,plain Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: