The graph represents a network of 5,786 Twitter users whose tweets in the requested range contained ""machine learning"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 November 2021 at 01:01 UTC.
The requested start date was Friday, 26 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 47-minute period from Tuesday, 23 November 2021 at 21:13 UTC to Friday, 26 November 2021 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 : 5786
Unique Edges : 3649
Edges With Duplicates : 12361
Total Edges : 16010
Number of Edge Types : 5
Retweet : 5582
MentionsInRetweet : 6966
Mentions : 1261
Tweet : 1930
Replies to : 271
Self-Loops : 1996
Reciprocated Vertex Pair Ratio : 0.0121402264356841
Reciprocated Edge Ratio : 0.023989218328841
Connected Components : 881
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 3651
Maximum Edges in a Connected Component : 13167
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.895906
Graph Density : 0.000221677754039868
Modularity : 0.439915
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,786 Twitter users whose tweets in the requested range contained "%22machine learning%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 November 2021 at 01:01 UTC.
The requested start date was Friday, 26 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 47-minute period from Tuesday, 23 November 2021 at 21:13 UTC to Friday, 26 November 2021 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 : %22machine learning%22
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:
[5571] machine,learning [661] data,science [456] artificial,intelligence [392] #featured,#courses [379] deep,learning [333] bylilyv,#featured [273] #bigdata,#analytics [270] learning,python [263] #courses,machine [261] #ai,#ml Top Word Pairs in Tweet in G1:
[1485] machine,learning [432] data,science [350] #featured,#courses [291] bylilyv,#featured [287] deep,learning [253] #bigdata,#analytics [236] #courses,machine [223] learning,python [204] #iot,#iiot [193] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1088] machine,learning [95] artificial,intelligence [78] data,science [66] ai,machine [53] #ai,#ml [43] intelligence,machine [42] learning,algorithms [39] learning,models [38] #machine,learning [37] using,machine Top Word Pairs in Tweet in G3:
[397] machine,learning [22] ai,machine [11] use,machine [11] using,machine [10] artificial,intelligence [10] learning,model [10] learning,models [9] data,science [9] learning,algorithms [8] learning,ml Top Word Pairs in Tweet in G4:
[250] photo,person [250] person,cyberstalking [250] cyberstalking,weeks [250] weeks,same [250] same,person [250] person,operates [250] operates,multiple [250] multiple,hate [250] hate,accounts [250] accounts,used Top Word Pairs in Tweet in G5:
[328] machine,learning [156] artificial,intelligence [75] intelligence,machine [56] data,science [37] deep,learning [28] dog,poo [20] #machine,#learning [18] learning,engineer [17] big,data [17] learning,data Top Word Pairs in Tweet in G6:
[214] machine,learning [47] steps,machine [47] learning,agree [47] agree,#machinesteps [47] #machinesteps,#datascience [47] #datascience,#ai [46] datasciencedojo,steps [41] github,microsoft [41] microsoft,ml [41] ml,beginners Top Word Pairs in Tweet in G7:
[73] machine,learning [66] please,help [66] help,spread [66] spread,word [66] word,looking [66] looking,strong [66] strong,phd [66] phd,candidates [66] candidates,postdoc [66] postdoc,work Top Word Pairs in Tweet in G8:
[136] machine,learning [133] set,machine [133] learning,algorithm [133] algorithm,make [133] make,single [133] single,image [133] image,media [133] media,created [133] created,look [132] shenanigansen,set Top Word Pairs in Tweet in G9:
[113] laptop,went [113] went,running [113] running,twitter [113] twitter,trends [113] trends,tweet [113] tweet,analytics [113] analytics,creating [113] creating,content [113] content,ads [113] ads,coding Top Word Pairs in Tweet in G10:
[104] شركة,microsoft [104] microsoft,اصدرت [104] اصدرت,كورس [104] كورس,python [104] python,مكون [104] مكون,من [104] من,ثلاثة [104] ثلاثة,مراحل [104] مراحل,للمبتدأ [104] للمبتدأ,و Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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