@nejm - network, Twitter, 6/20/2020 8:23:37 PM, 229649


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NodeXL Twitter @nejm - network Saturday, 20 June 2020 at 19:32 UTC
NodeXL Twitter @nejm - network Saturday, 20 June 2020 at 19:32 UTC
From:
scotpublichealth
Uploaded on:
June 20, 2020
Short Description:
@nejm - network via NodeXL https://bit.ly/2V2Gw14
@nejm
@nejmcatalyst
@jwatch
@nejmres360
@drsinhaesq
@nejmgroup
@harvardcatalyst
@jessiet1023
@harvardchansph
@zakkohane

Top hashtags:
#covid19
#sarscov2
#visualabstract
#medstudenttwitter
#meded
#nejmarchive
#mgh

Description:
Description
The graph represents a network of 213 Twitter users whose recent tweets were included in a list (@nejm - network) of 3200 tweet IDs, or who were replied to or mentioned in those tweets. 3200 out of 3200 tweets were collected. The network was obtained from Twitter on Saturday, 20 June 2020 at 19:46 UTC.

The tweets in the network were tweeted over the 443-day, 3-hour, 9-minute period from Thursday, 04 April 2019 at 13:20 UTC to Saturday, 20 June 2020 at 16:30 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 : 213
Unique Edges : 247
Edges With Duplicates : 3517
Total Edges : 3764
Self-Loops : 2864
Reciprocated Vertex Pair Ratio : 0.027355623100304
Reciprocated Edge Ratio : 0.0532544378698225
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 213
Maximum Edges in a Connected Component : 3764
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.976107
Graph Density : 0.00748516254761272
Modularity : 0.056458
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 213 Twitter users whose recent tweets were included in a list (@nejm - network) of 3200 tweet IDs, or who were replied to or mentioned in those tweets. 3200 out of 3200 tweets were collected. The network was obtained from Twitter on Saturday, 20 June 2020 at 19:46 UTC.

The tweets in the network were tweeted over the 443-day, 3-hour, 9-minute period from Thursday, 04 April 2019 at 13:20 UTC to Saturday, 20 June 2020 at 16:30 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 : TwitterIDList
Graph Term : @nejm - network
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] http://www.nejm.org/multimedia/quick-take-video
[27] https://www.nejm.org/image-challenge
[21] https://nejm.org/
[17] http://www.nejm.org/image-challenge
[14] https://resident360.nejm.org/forms/resident-course-application-2020
[9] https://www.nejm.org/multimedia/visual-abstracts
[8] https://itunes.apple.com/us/podcast/nejm-this-week-audio-summaries/id386170702
[7] https://www.nejm.org/doi/full/10.1056/NEJMra1713263
[7] https://illustrated-glossary.nejm.org/index.html
[6] https://www.nejm.org/doi/full/10.1056/NEJMoa1813909

Top URLs in Tweet in G1:
[44] http://www.nejm.org/multimedia/quick-take-video
[27] https://www.nejm.org/image-challenge
[20] https://nejm.org/
[17] http://www.nejm.org/image-challenge
[14] https://resident360.nejm.org/forms/resident-course-application-2020
[9] https://www.nejm.org/multimedia/visual-abstracts
[8] https://itunes.apple.com/us/podcast/nejm-this-week-audio-summaries/id386170702
[7] https://illustrated-glossary.nejm.org/index.html
[7] https://www.nejm.org/doi/full/10.1056/NEJMra1713263
[6] https://www.nejm.org/doi/full/10.1056/NEJMoa1813909

Top URLs in Tweet in G2:
[2] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0150?cookieSet=1
[2] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0096
[2] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0080
[2] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0093
[2] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0078
[1] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0016?cookieSet=1
[1] https://catalyst.nejm.org/doi/full/10.1056/cat.20.0231?cookieSet=1
[1] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0159?cookieSet=1
[1] https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0224?cookieSet=1
[1] https://catalyst.nejm.org/doi/full/10.1056/cat.20.0169?cookieSet=1

Top URLs in Tweet in G3:
[4] https://resident360.nejm.org/groups/qi-challenge/page/home
[3] https://covid19rx.nejm.org/landing/index.html?source=nejmgrouptwitter&medium=organic-social
[3] https://resident360.nejm.org/discussions/on-the-front-lines-with-covid-19-what-can-we-learn-from-each-other
[2] https://secure.jwatch.org/resources/generic_pages/GMAAALLE0520A/display?promo=OJFYPC20&query=nejm-social&utm_source=twitter&utm_medium=social&utm_campaign=pcresearch2020
[1] https://knowledgeplus.nejm.org/products/pain-management-and-opioids-cme/
[1] https://knowledgeplus.nejm.org/question-of-week/1781/
[1] https://knowledgeplus.nejm.org/question-of-week/52/
[1] https://knowledgeplus.nejm.org/question-of-week/1317/
[1] https://knowledgeplus.nejm.org/question-of-week/825/
[1] https://knowledgeplus.nejm.org/question-of-week/414/

Top URLs in Tweet in G4:
[2] http://sail.health/
[1] https://www.wbur.org/commonhealth/2019/04/08/artificial-intelligence-diagnosisnew-england-journal-medicine?utm_source=LI&utm_medium=Pilot%20Funding&utm_campaign=Systems%20Immunology
[1] https://twitter.com/NEJM/status/1201667366477688832
[1] https://twitter.com/HarvardDBMI/status/1205516288295981057
[1] http://sail.health

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[647] covid19
[347] sarscov2
[89] visualabstract
[73] medstudenttwitter
[66] meded
[41] nejmarchive
[26] mgh
[23] asco19
[22] medtwitter
[20] ats2019



Top Hashtags in Tweet in G1:
[546] covid19
[308] sarscov2
[89] visualabstract
[41] nejmarchive
[35] meded
[26] mgh
[21] asco19
[20] ats2019
[20] medstudenttwitter
[19] vaping

Top Hashtags in Tweet in G2:
[19] sarscov2
[17] covid19
[4] healthcare
[3] hcldr
[3] covid_19
[3] coronavirus
[2] telemedicine
[2] telehealth
[1] covid
[1] healthcareinnovation

Top Hashtags in Tweet in G3:
[84] covid19
[53] medstudenttwitter
[31] meded
[20] sarscov2
[17] medtwitter
[10] nejmres360challenge
[7] qi
[5] onlinejc
[4] coronavirus
[3] remdesivir

Top Hashtags in Tweet in G4:
[1] ai
[1] machinelearning
[1] artificialintelligence
[1] datascience
[1] informatics

Top Words
Top Word Pairs
Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nejmres360
@nejm
@jwatch
@harvardchansph
@nejmgroup
@nejmkplus
@paulsaxmd
@physns1stwatch
@zakkohane
@uwmedicine

Top Mentioned in G1:
@nejmres360
@nejm
@harvardchansph
@nejmgroup
@jwatch
@nejmkplus
@forumhsph
@lisarosenbaum17
@uwmedicine
@paulsaxmd

Top Mentioned in G2:
@nsmohta
@nyphospital
@hafronjason
@cancerdrlane
@peepeedoctor
@jimdupree4
@musicurology
@ucberkeleysph
@juddhollander
@franksites2

Top Mentioned in G3:
@nejm
@jwatch
@nejmres360
@paulsaxmd
@physns1stwatch
@cuinternalmed
@nejmgroup
@nejmkplus
@utswinternalmed
@hmkyale

Top Mentioned in G4:
@zakkohane
@wbur
@commonhealth
@bob_oakes
@nejm
@nicktatonetti
@moorejh
@suchisaria

Top Tweeters
Top Tweeters in Entire Graph:
@reuters
@time
@cnn
@nbcnews
@nfl
@npr
@wbur
@pamelakarnbach
@onpointradio
@brookingsinst

Top Tweeters in G1:
@reuters
@time
@cnn
@nbcnews
@nfl
@npr
@pamelakarnbach
@onpointradio
@brookingsinst
@reddit

Top Tweeters in G2:
@uf
@nyphospital
@stanfordmed
@umichsph
@ucsf
@icahnmountsinai
@uwmedicine
@theihi
@rushmedical
@harvardhbs

Top Tweeters in G3:
@bmj_latest
@deptvetaffairs
@drsinhaesq
@atscommunity
@hmkyale
@emorymedicine
@harvardmed
@physns1stwatch
@annalsofim
@cuanschutz

Top Tweeters in G4:
@wbur
@moorejh
@jessiet1023
@zakkohane
@nicktatonetti
@harvardcatalyst
@commonhealth
@suchisaria
@bob_oakes


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