The graph represents a network of 1 481 Twitter users whose recent tweets contained "#datascience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 3 000 tweets. The network was obtained from Twitter on Wednesday, 23 November 2022 at 20:34 UTC.
The tweets in the network were tweeted over the 5-hour, 17-minute period from Wednesday, 23 November 2022 at 15:02 UTC to Wednesday, 23 November 2022 at 20:20 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.
Vertices : 1481
Unique Edges : 2743
Edges With Duplicates : 3398
Total Edges : 6141
Number of Edge Types : 5
Retweet : 2318
MentionsInRetweet : 2248
Mentions : 786
Tweet : 766
Replies to : 23
Self-Loops : 854
Reciprocated Vertex Pair Ratio : 0,0087719298245614
Reciprocated Edge Ratio : 0,0173913043478261
Connected Components : 181
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1101
Maximum Edges in a Connected Component : 5635
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3,98597
Graph Density : 0,00152152490099823
Modularity : 0,420816
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284875
Data Import : The graph represents a network of 1 481 Twitter users whose recent tweets contained "#datascience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 3 000 tweets. The network was obtained from Twitter on Wednesday, 23 November 2022 at 20:34 UTC.
The tweets in the network were tweeted over the 5-hour, 17-minute period from Wednesday, 23 November 2022 at 15:02 UTC to Wednesday, 23 November 2022 at 20:20 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 : #datascience
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[858] #bigdata,#analytics [748] #coding,#100daysofcode [695] #programming,#coding [664] #javascript,#reactjs [635] #ai,#machinelearning [603] #datascience,#ai [579] #analytics,#datascience [553] #serverless,#datascientist [544] #datascientist,#linux [538] #iot,#iiot Top Word Pairs in Tweet in G1:
[547] #bigdata,#analytics [457] #coding,#100daysofcode [418] #programming,#coding [387] #javascript,#reactjs [373] #ai,#machinelearning [351] #analytics,#datascience [350] #datascience,#ai [341] #serverless,#datascientist [333] #datascientist,#linux [314] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[57] #bigdata,#analytics [37] #iot,#iiot [35] #javascript,#reactjs [34] #programming,#coding [32] #datascience,#ai [32] #coding,#100daysofcode [32] #ai,#machinelearning [30] #analytics,#datascience [29] #machinelearning,#iot [26] #tensorflow,#javascript Top Word Pairs in Tweet in G3:
[15] data,science [11] #datascience,#machinelearning [11] #ai,#machinelearning [11] #datascience,#ai [10] #machinelearning,#datascience [7] #data,#datascience [6] #innovation,#science [6] #machinelearning,#deeplearning [5] #technology,#blockchain [5] #tech,#technology Top Word Pairs in Tweet in G4:
[167] #bigdata,#analytics [166] #coding,#100daysofcode [165] #programming,#coding [164] #javascript,#reactjs [163] #rstats,#tensorflow [160] #serverless,#datascientist [160] #datascientist,#linux [156] #python,#rstats [156] #cloudcomputing,#serverless [135] #iot,#iiot Top Word Pairs in Tweet in G5:
[79] #bigdata,#datascience [49] #ai,#machinelearning [47] machine,learning [45] #datascience,#ai [41] #iot,#iiot [34] #datascience,#machinelearning [33] #datascience,#ds [30] #machinelearning,#edgecomputing [27] #iiot,#iotpl [27] richardeudes,#datascience Top Word Pairs in Tweet in G6:
[216] november,2022 [216] 2022,#ratingology [216] #ratingskabaap,#datascience [216] #mediastats,#ratingskabaap [216] #ratingology,#mediastats [188] 23,november [127] newsx,mirrornow [127] #datascience,cnnnews18 [127] timesnow,republic [127] #youtube,#englishmedia Top Word Pairs in Tweet in G7:
[36] #ai,#machinelearning [23] data,science [23] #datascience,#ai [22] #machinelearning,#datajobs [22] #jobsearch,#mljobs [22] #bigdata,#datascience [22] #datascience,#aijobs [22] #aijobs,#hiringnow [22] #datajobs,#jobsearch [22] #mljobs,#bigdata Top Word Pairs in Tweet in G8:
[15] #statistics,#datascience [13] #bioinformatics,#datascience [12] #rstats,#statistics [8] dx,saving [8] future,rapid [8] neonatal,icu [8] pathogen,identification [8] #iot,#openscience [8] identification,genomic [8] #genomics,#immunology Top Word Pairs in Tweet in G9:
[21] #coding,#100daysofcode [21] #datascience,#python [15] #machinelearning,#tensorflow [14] logo,design [14] #fintech,#bigdata [14] #100daysofcode,#fintech [14] #robotics,#automation [14] #automation,#technology [14] #technology,#robotsystems [14] #ai,#robots Top Word Pairs in Tweet in G10:
[36] #rstats,#datascience [31] exploratory,data [31] analysis,challenge [31] beginners,short [31] challenge,beginners [31] article,#rstats [31] uncovers,step [31] process,article [31] tutorial,uncovers [31] short,tutorial Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
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:
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Top Tweeters in G9:
Top Tweeters in G10: