The graph represents a network of 4,502 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, 26 December 2020 at 01:03 UTC.
The requested start date was Friday, 25 December 2020 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, 4-hour, 48-minute period from Tuesday, 22 December 2020 at 20:12 UTC to Friday, 25 December 2020 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 : 4502
Unique Edges : 3031
Edges With Duplicates : 12825
Total Edges : 15856
Number of Edge Types : 5
Retweet : 5861
MentionsInRetweet : 6824
Tweet : 1727
Mentions : 1175
Replies to : 269
Self-Loops : 1795
Reciprocated Vertex Pair Ratio : 0.0102072378595732
Reciprocated Edge Ratio : 0.0202082057562768
Connected Components : 596
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 3197
Maximum Edges in a Connected Component : 14348
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.814781
Graph Density : 0.000322352967418959
Modularity : 0.362149
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,502 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, 26 December 2020 at 01:03 UTC.
The requested start date was Friday, 25 December 2020 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, 4-hour, 48-minute period from Tuesday, 22 December 2020 at 20:12 UTC to Friday, 25 December 2020 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:
[6316] machine,learning [418] artificial,intelligence [386] #iot,#iiot [367] #bigdata,#analytics [360] #analytics,#datascience [348] data,science [347] #ai,#machinelearning [301] #data,#science [296] #featured,#courses [283] ai,machine Top Word Pairs in Tweet in G1:
[1608] machine,learning [245] artificial,intelligence [132] intelligence,machine [91] ai,machine [84] data,science [68] #ai,#ml [53] deep,learning [48] #ml,#dl [44] science,machine [39] learning,machine Top Word Pairs in Tweet in G2:
[2222] machine,learning [342] #iot,#iiot [320] #bigdata,#analytics [310] #analytics,#datascience [280] #data,#science [279] #featured,#courses [275] #ai,#machinelearning [251] bylilyv,#featured [238] #machine,#learning [235] #datascience,#ai Top Word Pairs in Tweet in G3:
[405] machine,learning [56] learn,machine [55] step,quick [55] quick,start [55] start,guide [55] guide,learn [54] svpino,step [44] #ai,#machinelearning [38] learning,process [37] automl,promise Top Word Pairs in Tweet in G4:
[270] machine,learning [17] ai,machine [15] artificial,intelligence [11] data,science [7] learning,model [7] science,machine [6] learning,algorithms [6] amazon,aws [6] aws,very [6] very,very Top Word Pairs in Tweet in G5:
[221] machine,learning [81] today,kept [81] kept,thinking [81] thinking,machine [81] learning,nlp [81] nlp,deep [80] deep,learning [80] learning,related [80] related,blog [80] blog,papers Top Word Pairs in Tweet in G6:
[266] machine,learning [62] tools,need [62] need,machine [62] learning,python [61] prasoonpratham,tools [48] learning,terms [47] terms,know [47] know,beginner [47] prasoonpratham,machine [30] getting,started Top Word Pairs in Tweet in G7:
[87] machine,learning [14] fun,stay [9] ofc,companies [9] companies,absolutely [9] absolutely,choose [9] choose,work [9] work,making [9] making,active [9] active,choice [9] choice,supply Top Word Pairs in Tweet in G8:
[70] machine,learning [64] blob,opera [59] learning,experiment [55] experiment,daviddotli [51] spread,little [51] little,virtual [51] virtual,cheer [51] cheer,hear [51] hear,blob [51] opera,musical Top Word Pairs in Tweet in G9:
[69] machine,learning [25] learning,ai [23] math_rachel,machine [22] learning,extends [22] extends,tech [22] tech,industry [22] industry,broader [22] broader,priorities [22] priorities,center [22] center,scale Top Word Pairs in Tweet in G10:
[29] edge,computing [28] funded,phd [28] phd,position [28] position,univ [28] univ,nevada [28] nevada,reno [28] reno,fall [28] fall,2021 [28] 2021,interest [28] interest,cloud 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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