The graph represents a network of 5,872 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 December 2021 at 23:52 UTC.
The requested start date was Sunday, 19 December 2021 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, 6-hour, 43-minute period from Monday, 13 December 2021 at 10:36 UTC to Friday, 17 December 2021 at 17:19 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 : 5872
Unique Edges : 5415
Edges With Duplicates : 13224
Total Edges : 18639
Number of Edge Types : 5
Replies to : 296
Mentions : 2971
Retweet : 5573
MentionsInRetweet : 8779
Tweet : 1020
Self-Loops : 1109
Reciprocated Vertex Pair Ratio : 0.0422462648119526
Reciprocated Edge Ratio : 0.0810677212061295
Connected Components : 275
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 5172
Maximum Edges in a Connected Component : 17704
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.908961
Graph Density : 0.000293405168432841
Modularity : 0.436116
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,872 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 December 2021 at 23:52 UTC.
The requested start date was Sunday, 19 December 2021 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, 6-hour, 43-minute period from Monday, 13 December 2021 at 10:36 UTC to Friday, 17 December 2021 at 17:19 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 : scicomm
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:
[278] #phdchat,#academictwitter [267] more,effective [262] google,search [262] search,tricks [262] tricks,techniques [262] techniques,make [262] make,searches [262] searches,more [262] effective,thread [262] thread,#phdchat Top Word Pairs in Tweet in G1:
[26] science,communication [17] apps,open [17] open,next [17] next,cohort [17] cohort,stem [17] stem,professionals [17] professionals,interested [17] interested,participating [17] participating,women [17] women,stem Top Word Pairs in Tweet in G2:
[32] science,communication [29] interviewed,theagu [29] theagu,science [29] science,means [29] means,society [29] society,earthquakes [29] earthquakes,huge [29] huge,hazards [28] louisa_geo,interviewed [28] hazards,pre Top Word Pairs in Tweet in G3:
[28] dark,matter [28] #scicomm,#science [14] without,dark [12] #universe,#scicomm [12] research,innovation [12] early,career [12] dbtindia,rajesh_gokhale [11] very,large [11] large,telescope [11] parkar,solar Top Word Pairs in Tweet in G4:
[51] find,bacteria [51] bacteria,fascinating [51] fascinating,love [51] love,recent [51] recent,youtube [51] youtube,short [51] short,#scicomm [50] amoebasisters,find [50] #scicomm,#s [36] #scicomm,#sciart Top Word Pairs in Tweet in G5:
[262] #phdchat,#academictwitter [251] google,search [251] search,tricks [251] tricks,techniques [251] techniques,make [251] make,searches [251] searches,more [251] more,effective [251] effective,thread [251] thread,#phdchat Top Word Pairs in Tweet in G6:
[9] reneebleau,suzanne_garrett [7] evidencebase_im,braincures [6] morimahmoudi,reneebleau [6] #vacation,#escaping [6] #escaping,beach [6] beach,wondered [6] wondered,#bacteria [6] #bacteria,float [6] float,#floating [6] #floating,#water Top Word Pairs in Tweet in G7:
[25] #scicommhuddle,#isf2022 [24] looking,forward [16] scicomm,events [16] issue,consiliencejrnl [15] day,#scicommhuddle [15] electrifying,news [15] news,#consilience [15] #consilience,issue [15] issue,energy [15] energy,live Top Word Pairs in Tweet in G8:
[36] sciencecommuni2,#scicomm [35] thread,sciencecommuni2 [28] #dhpsp,#scicomm [24] #gratitude,#dhpsp [12] #gratitude,#hospitalstalktolovedones [12] #hospitalstalktolovedones,#scicomm [12] _inpst,#gratitude [10] _atanas_,#gratitude [9] sciencecommuni2,#gratitude [9] 13,thread Top Word Pairs in Tweet in G9:
[135] re,trying [135] trying,verified [135] verified,unfortunately [135] unfortunately,one [135] one,written [135] written,news [135] news,articles [135] articles,anyone [135] anyone,verified [134] astrobites,re Top Word Pairs in Tweet in G10:
[41] covid,19 [37] #covid19,#scicomm [33] need,covid [33] 19,vaccine [33] vaccine,booster [33] booster,#vaccine [33] #vaccine,#booster [33] #booster,#omicron [33] #omicron,#covid19 [32] hotvickkrishna,need 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 G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: