The graph represents a network of 10,182 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, 31 January 2022 at 22:45 UTC.
The requested start date was Monday, 31 January 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, 8-hour, 5-minute period from Wednesday, 26 January 2022 at 16:54 UTC to Monday, 31 January 2022 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 : 10182
Unique Edges : 7527
Edges With Duplicates : 10629
Total Edges : 18156
Number of Edge Types : 5
Retweet : 4523
MentionsInRetweet : 6491
Tweet : 1647
Replies to : 1161
Mentions : 4334
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.0223627531848593
Reciprocated Edge Ratio : 0.0437471985656656
Connected Components : 2056
Single-Vertex Connected Components : 651
Maximum Vertices in a Connected Component : 2375
Maximum Edges in a Connected Component : 5390
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 9.17511
Graph Density : 0.000107608367896794
Modularity : 0.624279
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,182 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, 31 January 2022 at 22:45 UTC.
The requested start date was Monday, 31 January 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, 8-hour, 5-minute period from Wednesday, 26 January 2022 at 16:54 UTC to Monday, 31 January 2022 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 : 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:
[898] open,science [427] open,access [278] applications,open [241] data,science [185] open,looking [183] barloworld,graduate [183] graduate,development [183] development,programme [183] programme,2022 [183] 2022,applications Top Word Pairs in Tweet in G1:
[420] open,science [60] academic,hiring [57] science,practices [56] open,access [42] science,failed [42] failed,penetrate [42] penetrate,academic [42] hiring,practices [42] practices,305 [42] 305,academic Top Word Pairs in Tweet in G2:
[52] open,science [52] lf,clients [45] open,access [44] academic,help [38] computer,science [32] data,science [31] lf,commissioner [31] reflection,paper [30] commissioner,commissions [27] social,science Top Word Pairs in Tweet in G3:
[14] open,discussion [12] open,debate [11] open,letter [10] science,open [8] joe,rogan [7] asking,spotify [7] 270,doctors [7] thr,spotify [6] doctors,physicians [6] physicians,science Top Word Pairs in Tweet in G4:
[183] barloworld,graduate [183] graduate,development [183] development,programme [183] programme,2022 [183] 2022,applications [183] applications,open [183] open,looking [183] looking,graduates [183] graduates,degree [181] barloworldltd,barloworld Top Word Pairs in Tweet in G5:
[20] medical,model [15] outdated,medical [14] medical,science [13] dangerous,trust [13] trust,outdated [13] business,model [12] many,know [12] know,everything [12] everything,learned [12] learned,health Top Word Pairs in Tweet in G6:
[13] open,phd [13] phd,position [13] position,persistence [13] persistence,#soilorganiccarbon [13] #soilorganiccarbon,pools [13] pools,regulated [13] regulated,#rewilding [13] #rewilding,part [13] part,wild_soil [13] wild_soil,project Top Word Pairs in Tweet in G7:
[143] afternoon,duchess [143] duchess,visited [143] visited,ouhospitals [143] ouhospitals,open [143] open,marcela [143] marcela,botnar [143] botnar,wing [143] wing,newest [143] newest,botnar [143] botnar,institute Top Word Pairs in Tweet in G8:
[30] ah_science,takethatdarwin [13] thuiop1,ah_science [13] stuartmaxwell14,p3driver [13] p3driver,thecoapodcast [13] brough_joshua,cubesteve [13] dadah_83,mucusmucous [13] mucusmucous,massillonat [13] massillonat,pramkzone [13] pramkzone,foxbarlad [12] prismprime,thuiop1 Top Word Pairs in Tweet in G9:
[53] science,journos [53] journos,looking [53] looking,broaden [53] broaden,pool [53] pool,neuroscience [53] neuroscience,brain [53] brain,mind [53] mind,mental [53] mental,health [53] health,writers Top Word Pairs in Tweet in G10:
[29] climate,data [28] learn,access [28] access,climate [28] data,cloud [28] cloud,meet [28] meet,scientists [28] scientists,collaborate [28] collaborate,interested [28] interested,using [28] using,publicly Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: