The graph represents a network of 4,504 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, 07 November 2020 at 01:05 UTC.
The requested start date was Friday, 06 November 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, 2-hour, 50-minute period from Tuesday, 03 November 2020 at 22:09 UTC to Friday, 06 November 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 : 4504
Unique Edges : 2955
Edges With Duplicates : 12597
Total Edges : 15552
Number of Edge Types : 5
Retweet : 5729
MentionsInRetweet : 6601
Tweet : 1858
Replies to : 227
Mentions : 1137
Self-Loops : 1902
Reciprocated Vertex Pair Ratio : 0.00970873786407767
Reciprocated Edge Ratio : 0.0192307692307692
Connected Components : 486
Single-Vertex Connected Components : 215
Maximum Vertices in a Connected Component : 3550
Maximum Edges in a Connected Component : 14504
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.645036
Graph Density : 0.000323052837480756
Modularity : 0.363349
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,504 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, 07 November 2020 at 01:05 UTC.
The requested start date was Friday, 06 November 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, 2-hour, 50-minute period from Tuesday, 03 November 2020 at 22:09 UTC to Friday, 06 November 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:
[5681] machine,learning [573] data,science [400] artificial,intelligence [363] #bigdata,#analytics [297] #iot,#iiot [289] #analytics,#datascience [281] #datascience,#ai [274] ai,machine [274] #ai,#machinelearning [244] msc,phd Top Word Pairs in Tweet in G1:
[1952] machine,learning [233] artificial,intelligence [123] platform,manage [123] manage,build [123] build,automate [122] automate,machine [117] intel,acquired [115] acquired,platform [110] intelligence,machine [100] data,science Top Word Pairs in Tweet in G2:
[1782] machine,learning [338] #bigdata,#analytics [272] #iot,#iiot [267] #analytics,#datascience [250] #datascience,#ai [202] #iiot,#python [194] data,science [193] #python,#rstats [190] #ai,#machinelearning [120] #featured,#courses Top Word Pairs in Tweet in G3:
[232] please,anyone [232] anyone,excellent [232] excellent,undergraduate [232] undergraduate,degree [232] degree,tell [232] tell,person [232] person,apply [232] apply,msc [232] msc,phd [232] phd,artificial Top Word Pairs in Tweet in G4:
[187] machine,learning [10] learning,algorithms [10] acquired,platform [10] platform,manage [10] manage,build [10] build,automate [10] automate,machine [9] intel,acquired [8] ai,machine [7] artificial,intelligence Top Word Pairs in Tweet in G5:
[240] machine,learning [191] data,science [44] science,machine [41] science,pathway [41] radiology,residents [37] learning,data [28] ai,machine [23] #data,#science [21] artificial,intelligence [21] pathway,prepares Top Word Pairs in Tweet in G6:
[198] machine,learning [30] #machinelearning,#intoainews [17] artificial,intelligence [13] data,science [11] intelligence,machine [11] #essays,due [9] learning,model [8] damn,aws [8] aws,another [8] another,custom Top Word Pairs in Tweet in G7:
[92] machine,learning [36] amai,germany [36] germany,based [36] based,company [36] company,helping [36] helping,build [36] build,ai [36] ai,powered [36] powered,products [36] products,recently Top Word Pairs in Tweet in G8:
[93] machine,learning [84] breaking,tyre [84] tyre,aws [84] aws,machine [84] learning,models' [84] models',#monacogp [84] #monacogp,'95 [84] '95,#f1 [83] freemanlowell01,'gerhard [83] 'gerhard,breaking Top Word Pairs in Tweet in G9:
[26] machine,learning [21] review,mining [21] mining,adaptive [21] adaptive,immune [21] immune,receptor [21] receptor,repertoires [21] repertoires,biological [21] biological,clinical [21] clinical,information [21] information,using Top Word Pairs in Tweet in G10:
[58] machine,learning [58] learning,model [58] model,confronted [58] confronted,data [58] data,trained [57] christophmolnar,machine Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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Top Tweeters in G9:
Top Tweeters in G10: