#WiNS2021, Twitter, 7/3/2021 8:50:30 PM, 258199


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#WiNS2021 Twitter NodeXL SNA Map and Report for Saturday, 03 July 2021 at 20:48 UTC
#WiNS2021 Twitter NodeXL SNA Map and Report for Saturday, 03 July 2021 at 20:48 UTC
From:
marc_smith
Uploaded on:
July 03, 2021
Short Description:
#WiNS2021 via NodeXL https://bit.ly/2UkDE2e
@wins_society
@aliceschwarze
@networks2021
@foucaultwelles
@jlyaros
@svscarpino
@franciscaortizr
@ana16_jaramillo
@mkawakatsu
@kanetworkgeek

Top hashtags:
#wins2021
#networks2021
#womeninstem
#dynamo2021

Description:
Description
The graph represents a network of 99 Twitter users whose recent tweets contained "#WiNS2021", 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 Saturday, 03 July 2021 at 20:49 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 48-minute period from Sunday, 27 June 2021 at 02:00 UTC to Friday, 02 July 2021 at 21:49 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


Overall Graph Metrics
Vertices : 104
Unique Edges : 290
Edges With Duplicates : 480
Total Edges : 770
Number of Edge Types : 5
Mentions : 228
Retweet : 174
MentionsInRetweet : 289
Replies to : 32
Tweet : 47
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.117977528089888
Reciprocated Edge Ratio : 0.21105527638191
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 770
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.077478
Graph Density : 0.0371545929798357
Modularity : 0.196805
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 99 Twitter users whose recent tweets contained "#WiNS2021", 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 Saturday, 03 July 2021 at 20:49 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 48-minute period from Sunday, 27 June 2021 at 02:00 UTC to Friday, 02 July 2021 at 21:49 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 : #WiNS2021
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://sites.google.com/uw.edu/winsnetworks2021/
[23] https://twitter.com/WiNS_Society/status/1409910465916932101
[13] https://docs.google.com/forms/d/e/1FAIpQLSfEHHeKQsMM0MLaYeapk6rpjxkq5SZIm1Tf0znvl4aIAdsH4g/viewform?usp=send_form
[8] https://forms.gle/zPmPEyJ56LLNcqv98
[7] https://twitter.com/WiNS_Society/status/1410347605440098304
[6] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-65347-7_12
[6] https://forms.gle/xq6mPBBXQsPM3Nzz5
[6] https://twitter.com/WiNS_Society/status/1408968112645427203
[5] https://twitter.com/marianagmmacedo/status/1410597777634054149
[5] https://www.youtube.com/watch?v=UGZVHim0tDQ


Top URLs in Tweet in G1:
[18] https://sites.google.com/uw.edu/winsnetworks2021/
[7] https://twitter.com/WiNS_Society/status/1409910465916932101
[6] https://docs.google.com/forms/d/e/1FAIpQLSfEHHeKQsMM0MLaYeapk6rpjxkq5SZIm1Tf0znvl4aIAdsH4g/viewform?usp=send_form
[5] https://forms.gle/zPmPEyJ56LLNcqv98
[4] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-65347-7_12
[3] https://www.youtube.com/watch?v=UGZVHim0tDQ

[2] https://docs.google.com/forms/d/e/1FAIpQLSf3Qt8_ftWtPpxxuHu-p8QTfgpbpm5P0vHaUgZFhVE4hH7FQA/viewform?usp=send_form
[2] https://forms.gle/xq6mPBBXQsPM3Nzz5
[2] https://twitter.com/marianagmmacedo/status/1410597777634054149
[2] https://twitter.com/wins_society/status/1410242338698452997

Top URLs in Tweet in G2:
[6] https://twitter.com/WiNS_Society/status/1409910465916932101
[6] https://twitter.com/WiNS_Society/status/1410347605440098304
[4] https://docs.google.com/forms/d/e/1FAIpQLSfEHHeKQsMM0MLaYeapk6rpjxkq5SZIm1Tf0znvl4aIAdsH4g/viewform?usp=send_form
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258084
[3] https://twitter.com/WiNS_Society/status/1407711263707189249
[2] https://twitter.com/WiNS_Society/status/1410208958908932103
[2] https://twitter.com/WiNS_Society/status/1408968112645427203
[1] https://twitter.com/WiNS_Society/status/1410603206560796674
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-65347-7_12
[1] https://forms.gle/zPmPEyJ56LLNcqv98

Top URLs in Tweet in G3:
[5] https://twitter.com/WiNS_Society/status/1409910465916932101
[4] https://sites.google.com/uw.edu/winsnetworks2021/
[4] https://twitter.com/WiNS_Society/status/1410630753818353672
[2] https://forms.gle/xq6mPBBXQsPM3Nzz5
[2] https://twitter.com/marianagmmacedo/status/1410597777634054149
[2] https://twitter.com/WiNS_Society/status/1410226570409693186
[2] https://twitter.com/WiNS_Society/status/1408968112645427203
[2] https://docs.google.com/forms/d/e/1FAIpQLSfEHHeKQsMM0MLaYeapk6rpjxkq5SZIm1Tf0znvl4aIAdsH4g/viewform?usp=send_form
[1] https://twitter.com/WiNS_Society/status/1405605353526464513?s=20
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-65347-7_12

Top URLs in Tweet in G4:
[5] https://twitter.com/WiNS_Society/status/1409910465916932101
[4] https://sites.google.com/uw.edu/winsnetworks2021/
[2] https://forms.gle/xq6mPBBXQsPM3Nzz5
[1] https://twitter.com/WiNS_Society/status/1410603206560796674
[1] https://forms.gle/zPmPEyJ56LLNcqv98
[1] https://www.youtube.com/watch?v=UGZVHim0tDQ

[1] https://docs.google.com/forms/d/e/1FAIpQLSfEHHeKQsMM0MLaYeapk6rpjxkq5SZIm1Tf0znvl4aIAdsH4g/viewform?usp=send_form
[1] https://twitter.com/wins_society/status/1410630753818353672

Top Domains
Top Domains in Tweet in Entire Graph:
[89] twitter.com
[42] google.com
[14] forms.gle
[6] springer.com
[5] youtube.com
[4] nodexlgraphgallery.org
[3] kateralbrecht.com
[2] github.io
[1] powerbi.com
[1] wikipedia.org

Top Domains in Tweet in G1:
[31] twitter.com
[26] google.com
[7] forms.gle
[4] springer.com
[3] youtube.com
[1] frbkrm.com
[1] wikipedia.org
[1] kateralbrecht.com
[1] github.io

Top Domains in Tweet in G2:
[26] twitter.com
[5] google.com
[3] nodexlgraphgallery.org
[1] springer.com
[1] forms.gle
[1] youtube.com
[1] kateralbrecht.com
[1] powerbi.com

Top Domains in Tweet in G3:
[25] twitter.com
[6] google.com
[3] forms.gle
[1] springer.com
[1] nodexlgraphgallery.org
[1] kateralbrecht.com
[1] github.io

Top Domains in Tweet in G4:
[7] twitter.com
[5] google.com
[3] forms.gle
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[256] wins2021
[62] networks2021
[3] womeninstem
[2] dynamo2021



Top Hashtags in Tweet in G1:
[105] wins2021
[21] networks2021

Top Hashtags in Tweet in G2:
[65] wins2021
[16] networks2021
[2] womeninstem
[1] dynamo2021

Top Hashtags in Tweet in G3:
[60] wins2021
[21] networks2021
[1] dynamo2021
[1] womeninstem

Top Hashtags in Tweet in G4:
[26] wins2021
[4] networks2021

Top Words
Top Words in Tweet in Entire Graph:
[278] #wins2021
[161] networks2021
[68] day
[65] #networks2021
[60] satellite
[58] first
[56] network
[51] join
[50] wins
[49] talk

Top Words in Tweet in G1:
[119] #wins2021
[84] networks2021
[37] day
[31] satellite
[30] wins
[28] first
[27] join
[27] network
[23] talks
[22] tomorrow

Top Words in Tweet in G2:
[68] #wins2021
[35] networks2021
[20] networks
[18] #networks2021
[17] today
[15] wins_society
[13] year
[12] franciscaortizr
[12] form
[11] tomorrow

Top Words in Tweet in G3:
[63] #wins2021
[25] networks2021
[22] #networks2021
[16] talk
[15] join
[14] wins
[14] day
[13] first
[13] satellite
[13] more

Top Words in Tweet in G4:
[28] #wins2021
[17] networks2021
[13] day
[12] twitter
[9] franciscaortizr
[9] session
[9] csugimoto
[9] aliceschwarze
[8] first
[8] panel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] #wins2021,networks2021
[48] #wins2021,#networks2021
[34] day,#wins2021
[24] #wins2021,satellite
[24] first,day
[20] non,networks2021
[20] networks2021,attendees
[18] network,science
[18] wins,networks2021
[18] networks2021,satellite

Top Word Pairs in Tweet in G1:
[32] #wins2021,networks2021
[18] day,#wins2021
[16] #wins2021,#networks2021
[14] non,networks2021
[14] networks2021,attendees
[13] wins,networks2021
[13] networks2021,satellite
[13] satellite,starts
[13] starts,tomorrow
[13] tomorrow,check

Top Word Pairs in Tweet in G2:
[15] #wins2021,networks2021
[12] #wins2021,#networks2021
[7] job,market
[6] #wins2021,satellite
[6] satellite,networks2021
[6] faculty,networks
[6] networks,computational
[6] computational,social
[6] social,science
[6] science,hiring

Top Word Pairs in Tweet in G3:
[17] #wins2021,#networks2021
[9] #wins2021,networks2021
[6] day,#wins2021
[5] #networks2021,#wins2021
[5] lightning,talk
[4] come,join
[4] first,day
[4] network,science
[4] showcase,speakers
[4] lightning,talks

Top Word Pairs in Tweet in G4:
[8] day,#wins2021
[8] panel,discussion
[8] annlmccranie,foucaultwelles
[8] foucaultwelles,csugimoto
[8] csugimoto,cosnet_bifi
[8] cosnet_bifi,aliceschwarze
[8] aliceschwarze,koehlylaura
[8] nmadhurima,franciscaortizr
[7] first,day
[7] final,session

Top Replied-To
Top Replied-To in Entire Graph:
@saravenkatraman
@franciscaortizr
@leoneuhaeuser
@csugimoto
@annlmccranie
@zadorzsofi
@ireneferri11
@marc_smith
@aliceschwarze
@wins_society

Top Replied-To in G1:
@saravenkatraman
@franciscaortizr
@annlmccranie
@leoneuhaeuser
@mkawakatsu
@koehlylaura
@csugimoto
@ireneferri11
@zadorzsofi

Top Replied-To in G2:
@franciscaortizr
@fariba_k
@saravenkatraman
@marc_smith

Top Replied-To in G3:
@saravenkatraman
@leoneuhaeuser
@franciscaortizr
@csugimoto

Top Replied-To in G4:
@csugimoto
@aliceschwarze
@wins_society

Top Mentioned
Top Mentioned in Entire Graph:
@networks2021
@wins_society
@aliceschwarze
@franciscaortizr
@foucaultwelles
@csugimoto
@kanetworkgeek
@ireneferri11
@mkawakatsu
@cosnet_bifi

Top Mentioned in G1:
@networks2021
@aliceschwarze
@wins_society
@franciscaortizr
@ireneferri11
@fariba_k
@foucaultwelles
@csugimoto
@mkawakatsu
@kanetworkgeek

Top Mentioned in G2:
@networks2021
@wins_society
@franciscaortizr
@mkawakatsu
@kanetworkgeek
@aliceschwarze
@jlyaros
@foucaultwelles
@ana16_jaramillo
@svscarpino

Top Mentioned in G3:
@networks2021
@aliceschwarze
@wins_society
@ireneferri11
@kanetworkgeek
@franciscaortizr
@diliara_valeeva
@leoneuhaeuser
@mkawakatsu
@yulinyuresearch

Top Mentioned in G4:
@networks2021
@franciscaortizr
@annlmccranie
@foucaultwelles
@csugimoto
@cosnet_bifi
@aliceschwarze
@koehlylaura
@nmadhurima
@wins_society

Top Tweeters
Top Tweeters in Entire Graph:
@jchrispires
@jentrification
@dynamicssiam
@illinois_alma
@mrebollo
@unibarcelona
@uniofgreenwich
@dzackgarza
@sjjphd
@svscarpino

Top Tweeters in G1:
@dynamicssiam
@illinois_alma
@unibarcelona
@dzackgarza
@brucetedesco
@jademastermath
@sarahwest382
@akbaritabar
@danlarremore
@fede7j

Top Tweeters in G2:
@jchrispires
@jentrification
@mrebollo
@uniofgreenwich
@sjjphd
@svscarpino
@davidlazer
@bolloknoon
@marc_smith
@shugars

Top Tweeters in G3:
@scireports
@qmul
@ul
@branmorrighan
@aliceschwarze
@ucl
@narnolddd
@onervakorhonen
@uni_szeged
@official_syns

Top Tweeters in G4:
@kerstinsailer
@uncsils
@cosnet_bifi
@csugimoto
@socioviz
@socnetanalysts
@ana16_jaramillo
@danielaaguirreg
@chisocnet
@koehlylaura


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