cmqcc, Twitter, 6/10/2021 9:39:05 PM, 256632


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cmqcc_2021-06-10_12-51-01.xlsx
cmqcc_2021-06-10_12-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
cmqcc via NodeXL https://bit.ly/3gc0MbJ
@cmqcc
@filmsbeing
@palomatoledomd
@dhiraj_samaiyar
@calpers
@annfammed
@stanmedmag
@amykaleka
@jjfrey3md
@alicesuttonmd

Top hashtags:
#mixedmethods
#csections
#grandrounds
#maternal
#womenshealth
#maternalhealth
#obstetrics

Description:
Description
The graph represents a network of 85 Twitter users whose tweets in the requested range contained "cmqcc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 June 2021 at 19:51 UTC.

The requested start date was Thursday, 10 June 2021 at 00:01 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 13-day, 4-hour, 1-minute period from Thursday, 27 May 2021 at 14:58 UTC to Wednesday, 09 June 2021 at 19:00 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 : 85
Unique Edges : 87
Edges With Duplicates : 101
Total Edges : 188
Number of Edge Types : 5
Tweet : 2
Mentions : 129
Replies to : 8
Retweet : 15
MentionsInRetweet : 34
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0569105691056911
Reciprocated Edge Ratio : 0.107692307692308
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 177
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 3.037546
Graph Density : 0.0182072829131653
Modularity : 0.494313
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 85 Twitter users whose tweets in the requested range contained "cmqcc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 June 2021 at 19:51 UTC.

The requested start date was Thursday, 10 June 2021 at 00:01 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 13-day, 4-hour, 1-minute period from Thursday, 27 May 2021 at 14:58 UTC to Wednesday, 09 June 2021 at 19:00 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 : cmqcc
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:
[2] https://www.obgproject.com/2021/05/31/cmqcc-report-using-a-hospital-level-collaborative-to-reduce-cesarean-rates/
[1] http://www.cmqcc.org/my-birth-matters
[1] https://www.annfammed.org/content/10/6/530.long
[1] https://www.annfammed.org/content/19/3/iii
[1] https://careersearch.stanford.edu/jobs/cmqcc-mdc-program-manager-12542
[1] https://med.stanford.edu/news/all-news/2021/04/california-campaign-lowers-statewide-c-section-rate.html#:~:text=By%202019%2C%20the%20statewide%20effort,its%20Healthy%20People%202020%20goals.
[1] https://www.cmqcc.org/
[1] https://stanmed.stanford.edu/2021issue1/childbirth-racial-inequities.html?sf143776451=1
[1] https://www.annfammed.org/content/19/3/249
[1] https://vitals.sutterhealth.org/breastfeeding-award/?sf143352501=1

Top URLs in Tweet in G2:
[1] https://www.annfammed.org/content/19/3/249
[1] https://www.annfammed.org/content/19/3/iii
[1] https://www.annfammed.org/content/10/6/530.long
[1] https://careersearch.stanford.edu/jobs/cmqcc-mdc-program-manager-12542
[1] https://vitals.sutterhealth.org/breastfeeding-award/?sf143352501=1

Top URLs in Tweet in G4:
[1] https://med.stanford.edu/news/all-news/2021/04/california-campaign-lowers-statewide-c-section-rate.html#:~:text=By%202019%2C%20the%20statewide%20effort,its%20Healthy%20People%202020%20goals.
[1] https://jamanetwork.com/journals/jama/article-abstract/2779198?resultClick=1
[1] https://stanmed.stanford.edu/2021issue1/childbirth-racial-inequities.html?sf143776451=1

Top URLs in Tweet in G5:
[2] https://www.obgproject.com/2021/05/31/cmqcc-report-using-a-hospital-level-collaborative-to-reduce-cesarean-rates/

Top URLs in Tweet in G8:
[1] https://www.cmqcc.org/
[1] http://www.cmqcc.org/my-birth-matters

Top Domains
Top Domains in Tweet in Entire Graph:
[3] annfammed.org
[3] stanford.edu
[2] cmqcc.org
[2] obgproject.com
[1] sutterhealth.org
[1] jamanetwork.com

Top Domains in Tweet in G2:
[3] annfammed.org
[1] stanford.edu
[1] sutterhealth.org

Top Domains in Tweet in G4:
[2] stanford.edu
[1] jamanetwork.com

Top Domains in Tweet in G5:
[2] obgproject.com

Top Domains in Tweet in G8:
[2] cmqcc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] mixedmethods
[2] csections
[2] grandrounds
[2] maternal
[1] womenshealth
[1] maternalhealth
[1] obstetrics
[1] cesareanrates
[1] cesarean
[1] pregnancy



Top Hashtags in Tweet in G2:
[3] mixedmethods
[2] maternal
[1] annalschat
[1] fmob
[1] medtwitter
[1] breastfeeding

Top Hashtags in Tweet in G3:
[1] outcomes

Top Hashtags in Tweet in G4:
[1] healthequity
[1] stanfordmedmag
[1] myanmarmilitaryterrorists
[1] myanmar
[1] violenceagainstchildren
[1] whatshappeninglnmyanmar

Top Hashtags in Tweet in G5:
[2] csections
[2] grandrounds
[1] womenshealth
[1] maternalhealth
[1] obstetrics
[1] cesareanrates
[1] cesarean
[1] pregnancy
[1] obgyn
[1] meded

Top Hashtags in Tweet in G6:
[1] cardioob
[1] cardioobstetrics

Top Hashtags in Tweet in G7:
[1] emr

Top Words
Top Words in Tweet in Entire Graph:
[28] cmqcc
[12] california
[11] study
[11] maternal
[11] quality
[10] care
[9] emilyvangompel
[9] program
[8] annfammed
[7] reducing

Top Words in Tweet in G1:
[3] welcome
[3] brianwebster18
[3] thatmamaclub
[3] kanelow
[3] cmqcc
[3] 4thtriproject
[2] alison_morton2
[2] ihealthvisiting
[2] thercn
[2] bjnursing

Top Words in Tweet in G2:
[12] cmqcc
[9] emilyvangompel
[8] annfammed
[6] maternal
[5] center
[5] cmqcc's
[5] work
[5] culture
[5] facilitates
[5] change

Top Words in Tweet in G3:
[2] soaphq
[2] ptsafetycouncil
[2] cmqcc
[2] flowers
[2] very
[2] beautiful
[2] one
[2] those
[2] stars
[2] bright

Top Words in Tweet in G4:
[5] stanfordmed
[4] california
[4] cmqcc
[3] section
[3] study
[3] led
[3] stanford
[3] school
[3] medicine
[3] maternal

Top Words in Tweet in G5:
[5] reducing
[5] unnecessary
[5] summarize
[5] study
[5] jama_current
[5] reporting
[5] cmqcc
[5] program
[5] statewide
[3] theobgproject

Top Words in Tweet in G6:
[3] brookswalsh
[3] edbuggie
[3] matters
[3] less
[3] call
[3] variations
[3] same
[3] theme
[3] microvascular
[3] dysfx

Top Words in Tweet in G8:
[2] california
[2] care
[2] birth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] quality,care
[6] california,maternal
[6] maternal,quality
[5] emilyvangompel,cmqcc's
[5] culture,facilitates
[5] facilitates,change
[5] reducing,unnecessary
[5] summarize,study
[5] study,jama_current
[5] jama_current,reporting

Top Word Pairs in Tweet in G1:
[3] thatmamaclub,kanelow
[3] kanelow,cmqcc
[3] cmqcc,4thtriproject
[2] alison_morton2,ihealthvisiting
[2] ihealthvisiting,thercn
[2] thercn,brianwebster18
[2] brianwebster18,bjnursing
[2] bjnursing,150leaders
[2] 150leaders,burdetttrust
[2] burdetttrust,aburnett_rm

Top Word Pairs in Tweet in G2:
[5] emilyvangompel,cmqcc's
[5] culture,facilitates
[5] facilitates,change
[4] job,opportunity
[4] opportunity,recent
[4] recent,mph
[4] mph,grads
[4] grads,similar
[4] similar,program
[4] program,manager

Top Word Pairs in Tweet in G3:
[2] one,those

Top Word Pairs in Tweet in G4:
[3] study,led
[3] led,stanford
[3] school,medicine
[3] medicine,california
[3] california,maternal
[3] maternal,quality
[3] quality,care
[3] stanfordmed,cmqcc
[2] section,observational
[2] observational,study

Top Word Pairs in Tweet in G5:
[5] reducing,unnecessary
[5] summarize,study
[5] study,jama_current
[5] jama_current,reporting
[5] reporting,cmqcc
[5] cmqcc,program
[5] program,statewide
[3] theobgproject,reducing
[3] statewide,qual
[3] unnecessary,sections

Top Word Pairs in Tweet in G6:
[3] brookswalsh,edbuggie
[3] edbuggie,matters
[3] matters,less
[3] less,call
[3] call,variations
[3] variations,same
[3] same,theme
[3] theme,microvascular
[3] microvascular,dysfx
[2] drladyheart,brookswalsh

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cmqcc
@emilyvangompel
@jama_current
@stanfordmed
@uchipritzker
@northshoreweb
@medscapeobgyn
@kdakis
@mikejohansenmd
@dianemharperrg

Top Mentioned in G1:
@brianwebster18
@thatmamaclub
@kanelow
@cmqcc
@4thtriproject
@alison_morton2
@ihealthvisiting
@thercn
@bjnursing
@150leaders

Top Mentioned in G2:
@cmqcc
@emilyvangompel
@annfammed
@uchipritzker
@northshoreweb
@medscapeobgyn
@kdakis
@mikejohansenmd
@dianemharperrg
@steff_leonard

Top Mentioned in G3:
@soaphq
@ptsafetycouncil
@cmqcc
@smfm
@awhonn
@acog
@nu_obanes
@soap
@uclahealth
@csahq

Top Mentioned in G4:
@stanfordmed
@cmqcc
@jamanetwork
@calpers
@chcfnews
@dhcs_ca
@ucsf
@stanmedmag
@stanfordchild
@chevron

Top Mentioned in G5:
@jama_current
@cmqcc
@theobgproject

Top Mentioned in G6:
@edbuggie
@drladyheart
@brookswalsh

Top Mentioned in G7:
@cmqcc
@ucsdhealth
@wardigabriel

Top Tweeters
Top Tweeters in Entire Graph:
@thercn
@jama_current
@dhiraj_samaiyar
@ihealthvisiting
@drsuegross
@stanfordhp
@mikejohansenmd
@chcfnews
@theobgproject
@jamanetwork

Top Tweeters in G1:
@thercn
@ihealthvisiting
@bjnursing
@gentlebirth
@thatmamaclub
@midwivesireland
@brianwebster18
@sallypezaro
@liz_hee
@burdetttrust

Top Tweeters in G2:
@mikejohansenmd
@anthrodoula
@stfm_fm
@northshoreweb
@sutterhealth
@amykaleka
@conryjeanne
@medscapeobgyn
@jjfrey3md
@uchipritzker

Top Tweeters in G3:
@dhiraj_samaiyar
@uclahealth
@acog
@smfm
@awhonn
@csahq
@soaphq
@nativecacv
@ptsafetycouncil
@palomatoledomd

Top Tweeters in G4:
@stanfordhp
@chcfnews
@jamanetwork
@ucsf
@stanfordmed
@calpers
@chevron
@dhcs_ca
@khinewin88
@stanfordchild

Top Tweeters in G5:
@jama_current
@drsuegross
@theobgproject
@medstudent_bot

Top Tweeters in G6:
@brookswalsh
@amhealey
@drladyheart
@edbuggie

Top Tweeters in G7:
@ucsdhealth
@wardigabriel
@alicesuttonmd

Top Tweeters in G8:
@healthnet
@haleyburhans