The graph represents a network of 1,399 Twitter users whose recent tweets contained "Photonics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Thursday, 12 September 2019 at 13:36 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 53-minute period from Monday, 02 September 2019 at 20:29 UTC to Thursday, 12 September 2019 at 13:23 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 : 1399
Unique Edges : 2271
Edges With Duplicates : 832
Total Edges : 3103
Number of Edge Types : 4
Mentions : 1796
Tweet : 542
Replies to : 71
Retweet : 694
Self-Loops : 554
Reciprocated Vertex Pair Ratio : 0.0575471698113208
Reciprocated Edge Ratio : 0.108831400535236
Connected Components : 320
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 684
Maximum Edges in a Connected Component : 2023
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.166303
Graph Density : 0.00114633280874035
Modularity : 0.676688
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[67] #photonics,#optics [62] read,more [59] #optics,#photonics [36] nature,photonics [34] please,dm [34] #photonics,#academictwitter [33] find,out [31] ipg,photonics [31] optics,photonics [31] photonics,online Top Word Pairs in Tweet in G1:
[27] ipg,photonics [14] photonics,ipgp [12] photonics,applications [12] optics,photonics [12] hamamatsu,photonics [9] applications,week [9] week,2019 [9] ipgp,upgraded [9] general,physics [9] physics,laboratory Top Word Pairs in Tweet in G2:
[19] #photonics,#optics [17] photonics21,photonicseu [16] performance,assessment [15] #medtech,#biotech [14] assessment,standardization [14] standardization,biophotonics [13] tampereuni,unieastfinland [12] follow,#standardbiopho [12] #photonics,#biophotonics [12] #photonics,photonics21 Top Word Pairs in Tweet in G3:
[13] #photonics,#optics [9] work,here [8] andyextance,phix_photonics [8] phix_photonics,eupitc [8] eupitc,ficontec [8] ficontec,coherentsoln [8] coherentsoln,keysight [8] keysight,fibresystemsmag [7] learn,more [7] here,cappa Top Word Pairs in Tweet in G4:
[15] silicon,photonics [12] electronics,photonics [7] china,europe [7] spieevents,#spiesecuritydefence [7] #spiesecuritydefence,#spieremotesensing [7] hikes,bikes [7] bikes,manipulates [7] manipulates,lights [7] lights,spinning [7] spinning,excitement Top Word Pairs in Tweet in G5:
[5] deep,tech [5] tech,technologies [5] technologies,require [5] require,more [5] more,advances [5] advances,market [5] market,ready [5] ready,enormous [5] enormous,impact [5] impact,expected Top Word Pairs in Tweet in G6:
[13] one,day [13] day,international [13] international,conference [11] find,out [11] free,one [11] conference,cardiff [11] explore,future [7] europe,2019 [7] out,more [7] future,photonics Top Word Pairs in Tweet in G7:
[25] #photonics,#chemicalphysics [17] acspublications,#photonics [12] nanop_photonics,#nanop2019 [11] frank,koppens [11] koppens,icfonians [10] cristiano,matricardi [10] prof,frank [10] young,investigator [9] acs,photonics [9] photonics,young Top Word Pairs in Tweet in G8:
[32] please,dm [32] #photonics,#academictwitter [28] photonics,online [28] online,meetup [26] excited,announce [26] announce,photonics [26] meetup,online [26] online,conf [26] conf,happen [26] happen,jan Top Word Pairs in Tweet in G9:
[8] de,la [6] en,el [4] habitable,zone [4] sobre,la [4] black,hole [4] vídeo,de [4] ig,nobel [3] dr_photonics,astropartigirl [3] astropartigirl,failed [3] failed,physics Top Word Pairs in Tweet in G10:
[17] #photonics,#packaging [15] #packaging,#innovation [13] tech,food [13] 17,octobre [13] octobre,découvrez [13] découvrez,les [13] les,les [13] les,#deeptech [13] #deeptech,au [13] au,service Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: