The graph represents a network of 9,098 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 Monday, 28 November 2022 at 23:44 UTC.
The requested start date was Monday, 28 November 2022 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 4-day, 12-hour, 59-minute period from Monday, 21 November 2022 at 13:25 UTC to Saturday, 26 November 2022 at 02:24 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 : 9098
Unique Edges : 5566
Edges With Duplicates : 10550
Total Edges : 16116
Number of Edge Types : 5
Retweet : 4674
MentionsInRetweet : 5928
Replies to : 735
Mentions : 2953
Tweet : 1826
Self-Loops : 1884
Reciprocated Vertex Pair Ratio : 0.0244638069705094
Reciprocated Edge Ratio : 0.0477592410860321
Connected Components : 1705
Single-Vertex Connected Components : 608
Maximum Vertices in a Connected Component : 1631
Maximum Edges in a Connected Component : 4163
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.750972
Graph Density : 0.000110808369955111
Modularity : 0.581334
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,098 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 Monday, 28 November 2022 at 23:44 UTC.
The requested start date was Monday, 28 November 2022 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 4-day, 12-hour, 59-minute period from Monday, 21 November 2022 at 13:25 UTC to Saturday, 26 November 2022 at 02:24 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 : open science
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:
[900] open,science [514] nuclear,reactor [514] moon,power [514] it'll,open [514] china,build [514] power,base [514] open,2028 [514] reactor,moon [514] base,it'll [514] wow,china Top Word Pairs in Tweet in G1:
[309] open,science [39] open,research [32] action,plan [32] national,action [31] opensci_news,#openscience [31] science,communication [30] plan,open [29] open,access [24] #openscience,open [22] science,training Top Word Pairs in Tweet in G2:
[143] non,rush [138] reflection,paper [127] open,rush [113] open,science [110] lf,clients [107] reaction,paper [102] rush,non [97] write,ups [96] lf,client [91] academic,commissions Top Word Pairs in Tweet in G3:
[511] open,2028 [511] nuclear,reactor [511] moon,power [511] power,base [511] it'll,open [511] china,build [511] wow,china [511] reactor,moon [511] build,nuclear [511] base,it'll Top Word Pairs in Tweet in G4:
[308] statement,examples [308] purpose,sop [308] samples,personal [308] statements,statement [308] 700,personal [308] statement,purpose [308] examples,show [308] personal,statements [308] sop,samples [308] personal,statement Top Word Pairs in Tweet in G5:
[175] stanford,universities [175] courses,more [175] study,free [175] science,courses [175] more,study [175] free,pay [175] universities,computer [175] harvard,stanford [175] computer,science [174] mbaziiraronn,harvard Top Word Pairs in Tweet in G6:
[155] tenure,track [148] multiple,tenure [148] copenhagen,university [148] political,science [148] science,department [148] positions,international [148] department,copenhagen [148] university,hiring [148] hiring,multiple [148] track,positions Top Word Pairs in Tweet in G7:
[7] trust,science [7] open,debate [6] christian,male [6] love,everyone [6] one,knows [6] re,white [6] basic,biology [6] unless,re [6] male,secure [6] women,rights Top Word Pairs in Tweet in G8:
[18] three,years [18] closer,acknowledging [18] years,studiously [18] obvious,patterns [18] patterns,science [18] ignoring,obvious [18] science,inches [18] studiously,ignoring [18] thing,eugyppius1 [18] acknowledging,viral Top Word Pairs in Tweet in G9:
[12] #savethedate,eoafricard1 [12] call,abstracts [12] rabat,#vegetation [12] #vegetation,#drought [12] #drought,monitoring [12] open,applications [12] #space,open [12] monitoring,#space [12] eoafricard1,course [12] course,rabat Top Word Pairs in Tweet in G10:
[48] tenure,track [36] computer,science [21] track,faculty [19] school,computer [15] faculty,position [14] track,positions [14] open,rank [13] position,mcgillu [13] mcgillu,school [13] open,tenure Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: