cmqcc, Twitter, 1/20/2019 12:45:09 PM, 182573


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cmqcc_2019-01-19_20-16-00.xlsx
cmqcc_2019-01-19_20-16-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2019
Short Description:
cmqcc via NodeXL http://bit.ly/2U37se1
@cmqcc
@unnecesarean
@hollymsmith77
@vbacfacts
@healthscholars1
@shaherezad
@chcfnews
@k_dickinsonmd
@cpca
@heriotwattmel

Top hashtags:
#patientsafety
#mybirthmatters
#simulation
#listening2mothers
#accreta
#meded

Description:
Description
The graph represents a network of 44 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 Sunday, 20 January 2019 at 04:16 UTC.

The requested start date was Sunday, 20 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 17-hour, 30-minute period from Monday, 07 January 2019 at 05:41 UTC to Friday, 18 January 2019 at 23:12 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 : 44
Unique Edges : 66
Edges With Duplicates : 78
Total Edges : 144
Number of Edge Types : 3
Replies to : 7
Mentions : 135
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0212765957446809
Reciprocated Edge Ratio : 0.0416666666666667
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 37
Maximum Edges in a Connected Component : 138
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.41847
Graph Density : 0.0507399577167019
Modularity : 0.353588
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.npr.org/2018/07/29/632702896/to-keep-women-from-dying-in-childbirth-look-to-california?utm_content=78013765&utm_medium=social&utm_source=twitter
[2] https://www.cmqcc.org/my-birth-matters
[1] https://www.cmqcc.org/who-we-are
[1] https://www.chcf.org/publication/data-snapshot-listening-mothers-california/
[1] https://www.healthaffairs.org/do/10.1377/hblog20190110.783396/full/
[1] http://www.cmqcc.org/my-birth-matters
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2018/10/23/more-us-women-keep-dying-from-childbirth-except-in-this-state
[1] https://www.theguardian.com/us-news/2018/sep/04/california-actions-to-lower-dangerous-maternal-death-rate-may-help-rest-of-us
[1] https://stanford.zoom.us/webinar/register/WN_Q_Z67_HOQP6q7nAUSoUnpA
[1] https://www.cnma.org/advocacy

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/us-news/2018/sep/04/california-actions-to-lower-dangerous-maternal-death-rate-may-help-rest-of-us

Top URLs in Tweet in G2:
[2] https://www.npr.org/2018/07/29/632702896/to-keep-women-from-dying-in-childbirth-look-to-california?utm_content=78013765&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G3:
[1] https://www.cmqcc.org/my-birth-matters
[1] https://www.healthaffairs.org/do/10.1377/hblog20190110.783396/full/
[1] https://www.chcf.org/publication/data-snapshot-listening-mothers-california/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2018/10/23/more-us-women-keep-dying-from-childbirth-except-in-this-state
[1] http://www.cmqcc.org/my-birth-matters

Top URLs in Tweet in G4:
[1] https://www.cmqcc.org/who-we-are

Top URLs in Tweet in G5:
[1] https://stanford.zoom.us/webinar/register/WN_Q_Z67_HOQP6q7nAUSoUnpA
[1] https://www.cnma.org/advocacy

Top URLs in Tweet in G6:
[1] https://www.cmqcc.org/my-birth-matters

Top Domains
Top Domains in Tweet in Entire Graph:
[4] cmqcc.org
[2] npr.org
[1] chcf.org
[1] healthaffairs.org
[1] pewtrusts.org
[1] theguardian.com
[1] zoom.us
[1] cnma.org

Top Domains in Tweet in G1:
[1] theguardian.com

Top Domains in Tweet in G2:
[2] npr.org

Top Domains in Tweet in G3:
[2] cmqcc.org
[1] healthaffairs.org
[1] chcf.org
[1] pewtrusts.org

Top Domains in Tweet in G4:
[1] cmqcc.org

Top Domains in Tweet in G5:
[1] zoom.us
[1] cnma.org

Top Domains in Tweet in G6:
[1] cmqcc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] patientsafety
[3] mybirthmatters
[3] simulation
[2] listening2mothers
[2] accreta
[2] meded
[1] endmaternalmortality
[1] preventaccreta
[1] aim
[1] simed



Top Hashtags in Tweet in G1:
[2] accreta
[1] preventaccreta
[1] aim

Top Hashtags in Tweet in G2:
[4] patientsafety
[3] simulation
[2] meded
[1] simed
[1] surged
[1] mybirthmatters

Top Hashtags in Tweet in G3:
[2] mybirthmatters
[2] listening2mothers
[1] endmaternalmortality

Top Words
Top Words in Tweet in Entire Graph:
[20] Words in Sentiment List#1: Positive
[10] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[771] Non-categorized Words
[801] Total Words
[20] cmqcc
[10] neel_shah
[10] s
[9] childbirth
[7] maternal

Top Words in Tweet in G1:
[9] s
[7] neel_shah
[7] ajog_thegray
[7] everymomcounts
[7] wraglobal
[7] awhonn
[7] acnmmidwives
[7] acog
[7] donaintl
[7] childbirth

Top Words in Tweet in G2:
[6] cmqcc
[6] practice
[4] patientsafety
[4] woman
[3] wonderful
[3] example
[3] power
[3] simulation
[3] improve
[2] chcfnews

Top Words in Tweet in G3:
[7] cmqcc
[4] chcfnews
[3] neel_shah
[3] katybkoz
[3] kristenterlizzi
[2] unnecesarean
[2] care
[2] providers
[2] mybirthmatters
[2] finger

Top Words in Tweet in G4:
[2] california
[2] state
[2] maternal

Top Words in Tweet in G5:
[2] cmqcc
[2] set
[2] start
[2] publicly
[2] reporting
[2] each
[2] hospital's
[2] cnm
[2] birth
[2] rates

Top Words in Tweet in G6:
[2] extra
[2] research
[2] college
[2] finally
[2] promoted
[2] campaign
[2] birth
[2] matters

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] neel_shah,ajog_thegray
[7] ajog_thegray,everymomcounts
[7] everymomcounts,wraglobal
[7] wraglobal,awhonn
[7] awhonn,acnmmidwives
[7] acnmmidwives,acog
[7] acog,donaintl
[7] donaintl,childbirth
[7] childbirth,mhtf
[5] hollymsmith77,neel_shah

Top Word Pairs in Tweet in G1:
[7] neel_shah,ajog_thegray
[7] ajog_thegray,everymomcounts
[7] everymomcounts,wraglobal
[7] wraglobal,awhonn
[7] awhonn,acnmmidwives
[7] acnmmidwives,acog
[7] acog,donaintl
[7] donaintl,childbirth
[7] childbirth,mhtf
[5] hollymsmith77,neel_shah

Top Word Pairs in Tweet in G2:
[3] practice,practice
[3] practice,wonderful
[3] wonderful,example
[3] example,power
[3] power,simulation
[3] simulation,improve
[3] improve,patientsafety
[3] patientsafety,cmqcc
[2] k_dickinsonmd,practice
[2] cmqcc,debrab

Top Word Pairs in Tweet in G3:
[3] neel_shah,katybkoz
[3] katybkoz,kristenterlizzi
[3] kristenterlizzi,cmqcc
[2] unnecesarean,neel_shah
[2] care,providers
[2] finger,snaps
[2] snaps,cmqcc
[2] cmqcc,elliot
[2] elliot,main
[2] main,whose

Top Word Pairs in Tweet in G5:
[2] cmqcc,set
[2] set,start
[2] start,publicly
[2] publicly,reporting
[2] reporting,each
[2] each,hospital's
[2] hospital's,cnm
[2] cnm,birth
[2] birth,rates
[2] rates,please

Top Word Pairs in Tweet in G6:
[2] extra,research
[2] research,college
[2] college,finally
[2] finally,promoted
[2] promoted,campaign
[2] campaign,birth
[2] birth,matters

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cmqcc
@neel_shah
@ajog_thegray
@everymomcounts
@wraglobal
@awhonn
@acnmmidwives
@acog
@donaintl
@childbirth

Top Mentioned in G1:
@ajog_thegray
@everymomcounts
@wraglobal
@awhonn
@acnmmidwives
@acog
@donaintl
@childbirth
@mhtf
@neel_shah

Top Mentioned in G2:
@cmqcc
@chcfnews
@k_dickinsonmd
@debrab
@debrabingham34
@healthscholars1
@debra_bingham
@consumerreports

Top Mentioned in G3:
@cmqcc
@neel_shah
@katybkoz
@kristenterlizzi
@chcfnews
@health_affairs
@unnecesarean
@pewtrusts
@oviahealth
@ariadnelabs

Top Mentioned in G4:
@senkamalaharris

Top Mentioned in G5:
@cnmamidwives

Top Mentioned in G6:
@_happygraham_

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@shaherezad
@michael_w_busch
@consumerreports
@pewtrusts
@mhtf
@health_affairs
@chcfnews
@kristinekanari
@unnecesarean

Top Tweeters in G1:
@guardian
@shaherezad
@mhtf
@wraglobal
@ajog_thegray
@acog
@acnmmidwives
@everymomcounts
@vbacfacts
@donaintl

Top Tweeters in G2:
@consumerreports
@health_affairs
@healthysim
@cmqcc
@optomizeltd
@cpca
@debra_bingham
@heriotwattmel
@k_dickinsonmd
@healthscholars1

Top Tweeters in G3:
@pewtrusts
@chcfnews
@unnecesarean
@jameschisum
@neel_shah
@katybkoz
@oviahealth
@jillgw
@kristenterlizzi

Top Tweeters in G4:
@michael_w_busch
@senkamalaharris
@gmurray3

Top Tweeters in G5:
@cnmamidwives
@ccurlee49

Top Tweeters in G6:
@kristinekanari
@_happygraham_


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