The graph represents a network of 710 Twitter users whose recent tweets were included in a list (Tweet ID List #OpenSourceResearch) of 2109 tweet IDs, or who were replied to or mentioned in those tweets. 1663 out of 2109 tweets were collected. The network was obtained from Twitter on Sunday, 10 October 2021 at 08:19 UTC.
The tweets in the network were tweeted over the 363-day, 6-hour, 45-minute period from Thursday, 03 September 2020 at 11:08 UTC to Wednesday, 01 September 2021 at 17:54 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 : 710
Unique Edges : 3478
Edges With Duplicates : 7720
Total Edges : 11198
Self-Loops : 232
Reciprocated Vertex Pair Ratio : 0.128721541155867
Reciprocated Edge Ratio : 0.228083785880528
Connected Components : 15
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 680
Maximum Edges in a Connected Component : 11160
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.392186
Graph Density : 0.010242555473887
Modularity : 0.236012
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 710 Twitter users whose recent tweets were included in a list (Tweet ID List #OpenSourceResearch) of 2109 tweet IDs, or who were replied to or mentioned in those tweets. 1663 out of 2109 tweets were collected. The network was obtained from Twitter on Sunday, 10 October 2021 at 08:19 UTC.
The tweets in the network were tweeted over the 363-day, 6-hour, 45-minute period from Thursday, 03 September 2020 at 11:08 UTC to Wednesday, 01 September 2021 at 17:54 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 : TwitterIDList
Graph Term : Tweet ID List #OpenSourceResearch
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
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[490] #opensourceresearch,collaboration [235] #ehealth,#pediatricsurgery [231] #some4surgeryit1,#opensourceresearch [228] #pediatricsurgery,#some4surgeryit1 [205] #some4,#some4pedsurg [186] #some4pedsurg,#globalsurgery [169] #some4hpb,#some4 [163] #some4surgery,#some4hpb [141] #globalsurgery,#some4iqlatam [130] juliomayol,swexner Top Word Pairs in Tweet in G1:
[299] #opensourceresearch,collaboration [85] juliomayol,swexner [53] invited,welcome [52] swexner,juliomayol [44] gianlucapellino,gae_gallo [35] https,t [35] t,co [35] peer,review [34] juliomayol,dr_samehhany81 [29] #opensourceresearch,opsore Top Word Pairs in Tweet in G2:
[36] higher,risk [33] fibroidinfo,yorklawlondon [31] rcobsgyn,thebsge [30] yorklawlondon,thealeyirad [30] thealeyirad,keithppereira [30] keithppereira,fibroidsuk [30] fibroidsuk,sirspecialists [30] sirspecialists,womenirads [30] womenirads,thefibroidlady [30] thefibroidlady,drlipman1 Top Word Pairs in Tweet in G3:
[143] #opensourceresearch,collaboration [42] #opensourceresearch,#some4surgery [27] peer,review [24] https,t [24] t,co [24] juliomayol,swexner [20] invited,welcome [18] swexner,juliomayol [16] #opensourceresearch,opsore [15] #some4surgeryit1,#opensourceresearch Top Word Pairs in Tweet in G4:
[199] #ehealth,#pediatricsurgery [190] #some4surgeryit1,#opensourceresearch [190] #pediatricsurgery,#some4surgeryit1 [169] #some4,#some4pedsurg [160] #some4pedsurg,#globalsurgery [143] #some4hpb,#some4 [138] #some4surgery,#some4hpb [123] #globalsurgery,#some4iqlatam [116] #opensourceresearch,#edutwitter [116] #edutwitter,#highered Top Word Pairs in Tweet in G5:
[2] hayatta,kalanlar [2] kalanlar,güçlü [2] güçlü,da [2] da,zeki [2] zeki,türler [2] türler,değil [2] değil,değişime [2] değişime,hızlı [2] hızlı,yanıt [2] yanıt,verenlerdir Top Word Pairs in Tweet in G6:
[2] close,finishing [2] finishing,fascinating [2] fascinating,book [2] book,bellingcat [2] bellingcat,eliothiggins [2] eliothiggins,stark [2] stark,academics [2] academics,navel [2] navel,gaze [2] gaze,sort Top Word Pairs in Tweet in G8:
[6] #teslagov,#opensourceresearch [6] open,source [6] source,research [6] #government,#dmv [5] benefits,open [5] research,federal [5] federal,agencies [4] #government,#agency [4] 3,benefits [4] agencies,#teslagov Top Word Pairs in Tweet in G9:
[3] #opensourceresearch,#opensource [2] finally,we've [2] we've,made [2] made,underlying [2] underlying,data [2] data,#opensourceresearch [2] #opensource,datadryad [2] datadryad,link [2] link,below [2] below,#openscience Top Word Pairs in Tweet in G10:
[2] #nlp,data [2] data,masses [2] masses,talk [2] talk,food [2] food,reproducibility [2] reproducibility,#opensourceresearch [2] #opensourceresearch,movements [2] movements,great [2] great,work [2] work,qlhoest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 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: