The graph represents a network of 6,372 Twitter users whose recent tweets contained "Biotechnology", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 03 August 2021 at 16:14 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 33-minute period from Monday, 26 July 2021 at 10:00 UTC to Tuesday, 03 August 2021 at 15:33 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 : 6372
Unique Edges : 7652
Edges With Duplicates : 3427
Total Edges : 11079
Number of Edge Types : 5
Retweet : 3495
MentionsInRetweet : 2667
Replies to : 513
Mentions : 1607
Tweet : 2797
Self-Loops : 2882
Reciprocated Vertex Pair Ratio : 0.0193291642978965
Reciprocated Edge Ratio : 0.03792526491913
Connected Components : 1807
Single-Vertex Connected Components : 955
Maximum Vertices in a Connected Component : 1575
Maximum Edges in a Connected Component : 4104
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.674859
Graph Density : 0.000176667599763248
Modularity : 0.685451
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,372 Twitter users whose recent tweets contained "Biotechnology", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 03 August 2021 at 16:14 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 33-minute period from Monday, 26 July 2021 at 10:00 UTC to Tuesday, 03 August 2021 at 15:33 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 : TwitterSearch
Graph Term : Biotechnology
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:
[373] school,biotechnology [307] #biotech,#biotechnology [270] covid,19 [261] biotechnology,university [253] biotechnology,ecosystem [251] gujarat,biotechnology [251] university,creating [251] creating,strong [251] strong,biotechnology [251] ecosystem,culture Top Word Pairs in Tweet in G1:
[88] biotechnology,conference [80] btig,virtual [79] virtual,biotechnology [66] #bayarea,#biotech [50] biotechnology,company [48] participate,btig [47] covid,19 [47] vir,biotechnology [38] please,contact [36] genetic,engineering Top Word Pairs in Tweet in G2:
[250] gujarat,biotechnology [250] biotechnology,university [250] university,creating [250] creating,strong [250] strong,biotechnology [250] biotechnology,ecosystem [250] ecosystem,culture [250] culture,excellence [250] excellence,innovation [250] innovation,entrepreneurship Top Word Pairs in Tweet in G3:
[68] #maths,#chem [68] #chem,essay [68] essay,#biology [68] #biology,#homeworks [68] #programming,#biotechnology [68] #biotechnology,#geography [68] #geography,#online [68] #online,exams [68] #paper,due [68] #100daysofcode,#biochem Top Word Pairs in Tweet in G4:
[359] school,biotechnology [212] #kiit,school [135] #kiit,congratulates [132] congratulations,prof [132] prof,tapan [132] tapan,kumar [132] kumar,adhya [132] adhya,faculty [132] faculty,#kiit [132] biotechnology,editing Top Word Pairs in Tweet in G5:
[56] ignition,grant [41] september,2021 [36] biotechnology,ignition [32] know,more [30] grant,big [29] dbtindia,renuswarup [25] call,biotechnology [24] nature,biotechnology [23] 19th,call [22] 15,september Top Word Pairs in Tweet in G6:
[11] btig,virtual [11] virtual,biotechnology [11] biotechnology,conference [8] biotechnology,company [7] participate,btig [7] illumina,inc [7] inc,ramped [7] ramped,lobbying [7] lobbying,spend [7] spend,washington Top Word Pairs in Tweet in G7:
[125] bsc,ndip [125] ndip,graduates [125] graduates,microbiology [125] microbiology,biotechnology [125] biotechnology,analytical [125] analytical,chemistry [125] chemistry,health [125] health,safety [125] safety,opportunity [125] opportunity,experience Top Word Pairs in Tweet in G8:
[98] covid,19 [93] role,biotechnology [93] biotechnology,covid [61] #biotechnology,#biotech [26] automating,scientific [26] scientific,discoveries [23] berkeley,lab [23] lab,automating [23] discoveries,#bioscience [23] #bioscience,#biotechnology Top Word Pairs in Tweet in G9:
[31] #ogm,ont [29] preuve,plus [29] plus,tous [29] tous,ceux [29] ceux,refusent [29] refusent,comprendre [29] comprendre,anti [29] anti,#ogm [29] ont,façonné [29] façonné,idéologiquement Top Word Pairs in Tweet in G10:
[35] unseen,trends [35] trends,biotechnology [33] free,cdmo [33] cdmo,masterclass [33] masterclass,#18 [33] #18,free [33] free,art [33] art,investing [33] investing,paid [33] paid,iic 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
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: