The graph represents a network of 923 Twitter users whose recent tweets contained "Data Science Jobs", 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 Wednesday, 16 June 2021 at 12:23 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 12-minute period from Tuesday, 08 June 2021 at 11:32 UTC to Wednesday, 16 June 2021 at 11:44 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 : 923
Unique Edges : 1450
Edges With Duplicates : 287
Total Edges : 1737
Number of Edge Types : 5
Retweet : 622
MentionsInRetweet : 664
Replies to : 36
Tweet : 260
Mentions : 155
Self-Loops : 267
Reciprocated Vertex Pair Ratio : 0.0117302052785924
Reciprocated Edge Ratio : 0.0231884057971014
Connected Components : 203
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 765
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.695434
Graph Density : 0.0016216101884123
Modularity : 0.774479
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 923 Twitter users whose recent tweets contained "Data Science Jobs", 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 Wednesday, 16 June 2021 at 12:23 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 12-minute period from Tuesday, 08 June 2021 at 11:32 UTC to Wednesday, 16 June 2021 at 11:44 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 : Data Science Jobs
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[754] data,science [122] data,scientist [104] machine,learning [91] science,jobs [74] offre,d'emploi [74] d'emploi,data [74] scientist,junior [74] junior,pour [74] pour,rejoindre [74] rejoindre,l'équipe Top Word Pairs in Tweet in G1:
[129] data,science [55] #bigdata,#datascience [52] #ai,#machinelearning [52] #machinelearning,#datajobs [52] #datajobs,#jobsearch [52] #jobsearch,#mljobs [52] #mljobs,#bigdata [52] #datascience,#aijobs [52] #aijobs,#recruiting [52] #recruiting,#techjobs Top Word Pairs in Tweet in G2:
[100] data,science [15] science,jobs [6] minimum,1 [6] 1,year [5] data,scientist [5] jobs,data [5] more,jobs [5] m,d [5] #datascience,#intoainews [5] science,data Top Word Pairs in Tweet in G3:
[74] offre,d'emploi [74] d'emploi,data [74] data,scientist [74] scientist,junior [74] junior,pour [74] pour,rejoindre [74] rejoindre,l'équipe [74] l'équipe,scikit_learn [74] scikit_learn,à [74] à,inria Top Word Pairs in Tweet in G4:
[65] interested,postdoc [65] postdoc,interface [65] interface,state [65] state,art [65] art,synthesis [65] synthesis,high [65] high,throughput [65] throughput,experimentation [65] experimentation,data [65] data,science Top Word Pairs in Tweet in G5:
[46] future,ready [46] ready,skills [46] skills,jobs [46] jobs,data [46] data,science [46] science,machine [46] machine,learning [46] learning,blockchain [46] blockchain,ai [46] ai,cybersecurity Top Word Pairs in Tweet in G6:
[70] data,science [33] hiring,lida_uk [33] lida_uk,data [33] science,#internships [33] #internships,now [33] now,open [33] open,applications [33] applications,graduate [33] graduate,career [33] career,changer Top Word Pairs in Tweet in G7:
[50] data,science [38] machine,learning [16] learning,data [14] science,machine [11] computer,science [9] datamuni,discord [9] discord,now [9] now,3000 [9] 3000,members [9] members,wuhuuuu Top Word Pairs in Tweet in G8:
[26] data,science [25] many,best [25] best,data [25] science,jobs [25] jobs,never [25] never,posted [25] posted,hiring [25] hiring,manager [25] manager,hire [25] hire,someone Top Word Pairs in Tweet in G9:
[23] data,science [20] computational,social [20] social,science [19] very,excited [19] excited,announce [19] announce,looking [19] looking,phd [19] phd,student [19] student,join [19] join,ric_dicle Top Word Pairs in Tweet in G10:
[23] health,data [20] senior,health [20] data,scientist [20] data,science [17] bhf,data [17] science,centre [11] great,opportunity [11] opportunity,experienced [11] experienced,health [11] health,#datascientist Top Replied-To in Entire Graph:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: