The graph represents a network of 34,852 Twitter users whose recent tweets contained "#neuroscience", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 6/1/2022 12:00:00 AM and 6/1/2023 11:59:59 PM. The network was obtained from Twitter on Friday, 20 October 2023 at 12:57 UTC.
The tweets in the network were tweeted over the 3897-day, 5-hour, 45-minute period from Sunday, 17 February 2013 at 00:05 UTC to Friday, 20 October 2023 at 05:50 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 34852
Unique Edges : 37744
Edges With Duplicates : 83707
Total Edges : 121451
Number of Edge Types : 7
Tweet : 42795
Mentions : 50280
Quote : 6109
MentionsInQuote : 6688
Replies to : 5402
MentionsInReplyTo : 9997
MentionsInQuoteReply : 180
Self-Loops : 49294
Reciprocated Vertex Pair Ratio : 0.0258681886588863
Reciprocated Edge Ratio : 0.0504317980513729
Connected Components : 10697
Single-Vertex Connected Components : 8786
Maximum Vertices in a Connected Component : 20348
Maximum Edges in a Connected Component : 94871
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.816502
Graph Density : 2.9744109470073E-05
Modularity : 0.296928
NodeXL Version : 1.0.1.523
Data Import : The graph represents a network of 34,852 Twitter users whose recent tweets contained "#neuroscience", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 6/1/2022 12:00:00 AM and 6/1/2023 11:59:59 PM. The network was obtained from Twitter on Friday, 20 October 2023 at 12:57 UTC.
The tweets in the network were tweeted over the 3897-day, 5-hour, 45-minute period from Sunday, 17 February 2013 at 00:05 UTC to Friday, 20 October 2023 at 05:50 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #neuroscience
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3887] #neuroscience,#science [3164] #neurology,#neuroscience [2911] #neuroscience,#brain [1840] #neuroscience,#neurotwitter [1749] #neuroscience,#neurology [1690] learn,more [1678] #brain,#neuroscience [1448] #science,#neuroscience [1330] #psychology,#neuroscience [1165] #neuroscience,#medtwitter Top Word Pairs in Tweet in G1:
[818] #science,#neuroscience [548] #neurology,#neuroscience [514] #brain,#neuroscience [500] #neuroscience,#brain [405] #psychology,#neuroscience [386] #neuroscience,#psychology [383] #neuroscience,#neurology [367] human,brain [305] learn,more [268] #neuroscience,#science Top Word Pairs in Tweet in G2:
[2329] #neuroscience,#science [1236] #neurology,#neuroscience [525] #neuroscience,#brain [412] #psychology,#neuroscience [337] #brain,#neuroscience [286] #science,neurosciencenew [251] learn,more [224] spirosmargaris,psb_dc [192] study,reveals [183] #neuroscience,#neurotwitter Top Word Pairs in Tweet in G3:
[451] learn,more [349] #neurology,#neuroscience [166] #brain,#neuroscience [165] #neuroscience,#neuroinformatics [142] #neuroscience,#brain [120] #neuroscience,research [114] find,more [107] looking,forward [105] #neuroscience,community [104] #neuroscience,#neurotwitter Top Word Pairs in Tweet in G4:
[929] #neuroscience,#medtwitter [849] #neuroscience,#science [842] #neuroscience,#neurotwitter [329] #neurology,#neuroscience [311] nature,#neuroscience [300] source,nature [277] #meded,#medtwitter [274] #neuroscience,#health [250] #brainhealth,#news [248] #brain,#science Top Word Pairs in Tweet in G5:
[222] #neuroscience,#brain [173] first,step [173] help,kids [172] managing,#neuroscience [172] kids,face [172] feelings,first [172] step,managing [172] face,feelings [162] andrew,huberman [117] calming,things Top Word Pairs in Tweet in G6:
[595] #ageing,#neuroscience [399] #molecular,#neuroscience [316] research,editorial [240] alzheimer,disease [143] parkinson,disease [139] cognitive,impairment [110] #computational,#neuroscience [104] nervous,system [100] disease,ad [84] systematic,review Top Word Pairs in Tweet in G7:
[35] learn,more [31] usa,#sciencejobs [30] #sciencejobs,#job [29] #neuroscience,#ualberta [26] #neuroscience,#research [23] nmhicoms,ualberta [23] ualberta,ca [22] join,dr [20] #sciencejobs,#neuroscience [18] come,join Top Word Pairs in Tweet in G8:
[199] #neurology,#neuroscience [100] #neuroscience,#neurology [73] gut,microbiota [55] gut,brain [55] brain,axis [53] #microbiome,#neuroscience [53] #neuroscience,#microbiome [48] #dementia,#alzheimers [48] #publichealth,#populationhealth [46] #ehealth,#digitalhealth Top Word Pairs in Tweet in G9:
[38] world,class [36] translational,#neuroscience [33] #eeg,#neuroscience [32] class,translational [25] #neuroscience,centre [18] #neuroscience,facility [15] learn,more [14] ukdri,uclh [14] #neuroscience,academiceeg [13] looking,forward Top Word Pairs in Tweet in G10:
[36] #neuroscience,seminar [32] obs,#neuroscience [29] 12,pm [21] #neurotwitter,#neuroscience [19] pm,cet [19] registration,#openscience [18] pm,pm [17] register,#openscience [17] #neuroscience,#neurotwitter [14] looking,forward 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 Replied-To in G5:
Top Replied-To in G6:
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: