The graph represents a network of 6,218 Twitter users whose tweets in the requested range contained "open science", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 July 2019 at 14:07 UTC.
The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 18-hour, 25-minute period from Friday, 12 July 2019 at 05:35 UTC to Tuesday, 16 July 2019 at 00:00 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 : 6218
Unique Edges : 7610
Edges With Duplicates : 1033
Total Edges : 8643
Number of Edge Types : 3
Mentions : 6983
Tweet : 1211
Replies to : 449
Self-Loops : 1211
Reciprocated Vertex Pair Ratio : 0.0259702363583309
Reciprocated Edge Ratio : 0.0506257110352673
Connected Components : 1074
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 2524
Maximum Edges in a Connected Component : 4421
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.795908
Graph Density : 0.000181906105924712
Modularity : 0.808333
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[890] open,science [387] open,access [363] data,science [253] open,data [244] open,portal [240] portal,parallel [237] trying,open [216] open,source [183] national,laboratory [182] oak,ridge Top Word Pairs in Tweet in G1:
[20] open,science [16] check,out [15] #science,#scicomm [10] don,t [9] #scicomm,#scipol [8] science,communication [8] #scicomm,#sciart [8] social,media [7] #sciart,#scicomm [7] #scicomm,#science Top Word Pairs in Tweet in G2:
[448] open,science [117] hate,open [110] talyarkoni,hate [49] talyarkoni,well [49] hate,tal [48] hate,talyarkoni [48] well,hate [48] tal,person [48] person,tal's [48] tal's,name Top Word Pairs in Tweet in G3:
[79] open,science [22] open,access [21] computer,science [21] click,link [21] link,bio [21] bio,see [21] see,currently [21] currently,open [19] now,open [17] science,open Top Word Pairs in Tweet in G4:
[152] journal,data [152] data,science [152] science,statistics [152] open,access [152] open,data [131] we've,started [131] started,new [131] new,journal [131] journal,journal [131] statistics,visualisation Top Word Pairs in Tweet in G5:
[179] oak,ridge [179] ridge,national [179] national,laboratory [179] laboratory,eastern [179] eastern,tennessee [179] tennessee,physicist [179] physicist,leah [179] leah,broussard [179] broussard,trying [179] trying,open Top Word Pairs in Tweet in G6:
[114] data,science [60] open,data [42] open,source [38] odsc,open [24] healthcare,one [24] one,top [24] top,industries [24] industries,data [24] science,ai [24] ai,implementation Top Word Pairs in Tweet in G7:
[48] ground,breaking [47] re,thrilled [47] thrilled,announce [47] announce,re [47] re,supporting [47] supporting,ground [47] breaking,nasa [47] nasa,mission [47] mission,go [47] go,back Top Word Pairs in Tweet in G8:
[2] sort,science [2] science,research [2] research,background [2] background,comfortable [2] comfortable,tweeting [2] tweeting,german [2] german,please [2] please,reach [2] reach,out Top Word Pairs in Tweet in G9:
[81] americans,healthcare [81] healthcare,americans [81] americans,feel [81] feel,safe [81] safe,america [81] america,open [81] open,difference [81] difference,america [81] america,love [80] kurteichenwald,americans Top Word Pairs in Tweet in G10:
[22] open,science [19] now,accepting [19] accepting,applications [19] applications,#aslo [19] #aslo,#scicomm [19] #scicomm,#internship [19] #internship,beginning [19] beginning,january [19] january,2020 [19] 2020,open Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: