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cmqcc_2017-08-12_17-07-50.xlsx
cmqcc_2017-08-12_17-07-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2017
Short Description:
cmqcc via NodeXL http://bit.ly/2hVOPL6
@cmqcc
@ptsafetycouncil
@christinemorton
@unnecesarean
@kristenterlizzi
@mysmfm
@mayread3

Description:
Description
The graph represents a network of 120 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, 13 August 2017 at 03:30 UTC.

The requested start date was Sunday, 13 August 2017 at 00:01 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, 21-hour, 22-minute period from Sunday, 30 July 2017 at 03:12 UTC to Friday, 11 August 2017 at 00:34 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 : 120
Unique Edges : 399
Edges With Duplicates : 289
Total Edges : 688
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0342465753424658
Reciprocated Edge Ratio : 0.0662251655629139
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 686
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.275741
Graph Density : 0.0317226890756303
Modularity : 0.319214
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.cmqcc.org/resources-tool-kits/toolkits/ob-hemorrhage-toolkit
[6] https://www.cmqcc.org/resources-tool-kits/toolkits/preeclampsia-toolkit
[3] https://twitter.com/cmqcc/status/892174473788403712
[2] https://www.youtube.com/watch?v=P9GxHQzwIzk&feature=youtu.be
[2] https://fb.me/xtUT2jMz
[2] http://www.bostonglobe.com/metro/2017/07/29/maternaldeath/rrzbUuU05SxKOBIHFw5GhK/story.html?s_camp=bostonglobe:social:sharetools:twitter
[2] http://www.birthtools.org/Reducing-Primary-Cesareans-NEW
[2] http://jamanetwork.com/journals/jama/fullarticle/2645089?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=080217#.WYJ3RlcB4rM.twitter
[2] http://jamanetwork.com/journals/jama/fullarticle/2645089?utm_content=buffera0817&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.huffingtonpost.com/entry/increased-doctor-burnout-rates-lead-to-decreased-patient_us_59794e3de4b09982b7376222

Top URLs in Tweet in G1:
[10] https://www.cmqcc.org/resources-tool-kits/toolkits/ob-hemorrhage-toolkit
[5] https://www.cmqcc.org/resources-tool-kits/toolkits/preeclampsia-toolkit
[2] http://www.theroot.com/do-you-know-someone-who-died-or-nearly-died-in-childbir-1797520769?utm_medium=sharefromsite&utm_source=The_Root_twitter
[2] https://www.cmqcc.org/ob_hemorrhage
[2] http://www.huffingtonpost.com/entry/increased-doctor-burnout-rates-lead-to-decreased-patient_us_59794e3de4b09982b7376222
[2] http://jamanetwork.com/journals/jama/fullarticle/2645089?utm_content=buffera0817&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.birthtools.org/Reducing-Primary-Cesareans-NEW
[2] https://fb.me/xtUT2jMz
[2] https://www.youtube.com/watch?v=P9GxHQzwIzk&feature=youtu.be
[1] http://www.sacbee.com/news/local/article166158032.html

Top URLs in Tweet in G2:
[2] http://www.npr.org/2017/08/03/541191480/if-you-hemorrhage-dont-clean-up-advice-from-mothers-who-almost-died?utm_source=twitter.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20170803
[1] http://www.bostonglobe.com/metro/2017/07/29/maternaldeath/rrzbUuU05SxKOBIHFw5GhK/story.html?s_camp=bostonglobe:social:sharetools:twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2645089?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=080217#.WYJ3RlcB4rM.twitter
[1] https://twitter.com/SisterSong_WOC/status/894959895375511552
[1] https://www.cmqcc.org/resources-tool-kits/toolkits/ob-hemorrhage-toolkit
[1] https://twitter.com/i/web/status/894203617485492224
[1] https://twitter.com/i/web/status/894228285780967424
[1] https://twitter.com/i/web/status/894308078941646848
[1] https://twitter.com/i/web/status/894301850622611457
[1] https://twitter.com/i/web/status/894301949163589632

Top URLs in Tweet in G3:
[1] http://www.healthleadersmedia.com/nurse-leaders/secret-lowering-c-section-rates-patience?spMailingID=11603583&spUserID=MTY3ODg5NjM4NDU5S0&spJobID=1220089884&spReportId=MTIyMDA4OTg4NAS2
[1] https://twitter.com/i/web/status/891394445517570048
[1] https://twitter.com/i/web/status/893553240960139264
[1] https://www.cmqcc.org/node/3147
[1] https://twitter.com/i/web/status/892510656477380612
[1] https://twitter.com/i/web/status/893550797220270082
[1] http://people.com/human-interest/california-woman-nearly-bleeds-to-death-after-childbirth-as-u-s-maternal-mortality-rates-double-it-was-frightening/
[1] https://twitter.com/i/web/status/893636750890876929
[1] https://www.cmqcc.org/resources-tool-kits/toolkits/preeclampsia-toolkit
[1] https://twitter.com/i/web/status/891849759392223232

Top URLs in Tweet in G4:
[3] https://twitter.com/cmqcc/status/892174473788403712
[1] http://jamanetwork.com/journals/jama/fullarticle/2645089?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=080217#.WYJGvj9X6Lw.twitter
[1] https://twitter.com/i/web/status/893276659322957824

Top URLs in Tweet in G5:
[1] http://www.healthleadersmedia.com/physician-leaders/let’s-focus-maternal-health#undefined.uxfs

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2017/07/29/opinion/sunday/texas-childbirth-maternal-mortality.html?smprod=nytcore-ipad&smid=nytcore-ipad-share

Top URLs in Tweet in G7:
[1] http://jobs.climber.com/jobs/Education-Higher-Education/Stanford-CA-94305-USA/Clinical-Lead-CMQCC/193476776?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[21] cmqcc.org
[5] jamanetwork.com
[3] fb.me
[3] bostonglobe.com
[2] youtube.com
[2] birthtools.org
[2] healthleadersmedia.com
[2] huffingtonpost.com
[2] npr.org

Top Domains in Tweet in G1:
[18] cmqcc.org
[13] twitter.com
[3] jamanetwork.com
[3] fb.me
[2] theroot.com
[2] huffingtonpost.com
[2] birthtools.org
[2] bostonglobe.com
[2] youtube.com
[1] sacbee.com

Top Domains in Tweet in G2:
[22] twitter.com
[2] npr.org
[1] bostonglobe.com
[1] jamanetwork.com
[1] cmqcc.org

Top Domains in Tweet in G3:
[6] twitter.com
[2] cmqcc.org
[1] healthleadersmedia.com
[1] people.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] jamanetwork.com

Top Domains in Tweet in G5:
[1] healthleadersmedia.com

Top Domains in Tweet in G6:
[1] nytimes.com

Top Domains in Tweet in G7:
[1] climber.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] maternaljustice
[9] maternalmortality
[6] preeclampsia
[5] preventaccreta
[2] cesarean
[2] endmaternalmortality
[2] pre
[2] costofcare
[2] givingbirthinamerica
[2] worldbreastfeedingweek



Top Hashtags in Tweet in G1:
[17] maternaljustice
[5] preeclampsia
[2] cesarean
[2] maternity
[2] postpartum
[2] ptsafety
[2] maternalmortality
[2] worldbreastfeedingweek
[2] costofcare
[2] pre

Top Hashtags in Tweet in G2:
[2] maternalmortality
[2] health4moms
[1] givingbirthinamerica
[1] maternaljustice

Top Hashtags in Tweet in G3:
[5] maternalmortality
[5] preventaccreta
[1] preeclampsia

Top Hashtags in Tweet in G5:
[1] maternalhealth

Top Hashtags in Tweet in G7:
[1] jobs
[1] stanford

Top Words
Top Words in Tweet in Entire Graph:
[101] Words in Sentiment List#1: Positive
[20] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2443] Non-categorized Words
[2564] Total Words
[90] cmqcc
[61] mysmfm
[48] christinemorton
[48] everymomcounts
[47] hospitals

Top Words in Tweet in G1:
[49] cmqcc
[43] hospitals
[36] christinemorton
[35] hemorrhage
[35] deaths
[27] reduce
[26] california
[25] toolkit
[23] ob
[23] helps

Top Words in Tweet in G2:
[38] mysmfm
[37] everymomcounts
[36] marchformoms
[36] acogaction
[36] unnecesarean
[35] neel_shah
[34] nickkristof
[27] cmqcc
[24] kristenterlizzi
[22] erictopol

Top Words in Tweet in G3:
[14] preventaccreta
[11] cmqcc
[10] people
[9] mysmfm
[7] kristenterlizzi
[6] stanfordmed
[5] thanks
[5] giveblood
[5] continues
[5] coverage

Top Words in Tweet in G4:
[9] improve
[8] women's
[8] voices
[8] table
[8] ptsafetycouncil
[8] need
[8] more
[8] consumer
[8] awareness
[8] campaigns

Top Words in Tweet in G7:
[2] stanford

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] everymomcounts,marchformoms
[46] marchformoms,acogaction
[46] acogaction,mysmfm
[44] nickkristof,everymomcounts
[42] neel_shah,nickkristof
[41] mysmfm,unnecesarean
[25] california,toolkit
[25] toolkit,helps
[25] helps,hospitals
[25] hospitals,reduce

Top Word Pairs in Tweet in G1:
[23] california,toolkit
[23] toolkit,helps
[23] helps,hospitals
[23] hospitals,reduce
[23] reduce,deaths
[23] deaths,complications
[23] complications,hemorrhage
[23] hemorrhage,very
[23] very,preventable
[23] preventable,cmqcc

Top Word Pairs in Tweet in G2:
[36] everymomcounts,marchformoms
[36] marchformoms,acogaction
[36] acogaction,mysmfm
[34] nickkristof,everymomcounts
[32] neel_shah,nickkristof
[32] mysmfm,unnecesarean
[23] kristenterlizzi,cmqcc
[20] unnecesarean,kristenterlizzi
[13] erictopol,neel_shah
[9] cmqcc,erictopol

Top Word Pairs in Tweet in G3:
[6] mysmfm,cmqcc
[5] people,preventaccreta
[5] preventaccreta,mysmfm
[5] cmqcc,stanfordmed
[5] people,continues
[5] continues,coverage
[5] coverage,maternalmortality
[5] maternalmortality,kristen
[5] kristen,terlizzi's
[5] terlizzi's,story

Top Word Pairs in Tweet in G4:
[8] women's,voices
[8] voices,table
[8] table,ptsafetycouncil
[8] ptsafetycouncil,need
[8] need,more
[8] more,consumer
[8] consumer,awareness
[8] awareness,campaigns
[7] eleni_z_tsigas,women's
[7] campaigns,improve

Top Replied-To
Top Replied-To in Entire Graph:
@neel_shah
@christinemorton
@jessica_turon
@gloria_poole
@manas8u
@kristenterlizzi
@unnecesarean
@dc_amchp
@lauramiers
@people

Top Replied-To in G1:
@jessica_turon
@lauramiers
@erictopol
@mysmfm
@dc_amchp
@cmqcc

Top Replied-To in G2:
@neel_shah
@christinemorton
@gloria_poole
@unnecesarean

Top Replied-To in G3:
@kristenterlizzi
@manas8u
@neel_shah
@people
@gloria_poole

Top Mentioned
Top Mentioned in Entire Graph:
@cmqcc
@mysmfm
@everymomcounts
@marchformoms
@acogaction
@unnecesarean
@nickkristof
@christinemorton
@neel_shah
@kristenterlizzi

Top Mentioned in G1:
@cmqcc
@christinemorton
@mysmfm
@everymomcounts
@unnecesarean
@capublichealth
@neel_shah
@nickkristof
@marchformoms

Top Mentioned in G2:
@mysmfm
@everymomcounts
@marchformoms
@acogaction
@nickkristof
@unnecesarean
@cmqcc
@neel_shah
@kristenterlizzi
@erictopol

Top Mentioned in G3:
@cmqcc
@mysmfm
@people
@preventaccreta
@stanfordmed
@kristenterlizzi
@giveblood
@stanford_obanes
@ptsafetycouncil
@acognews

Top Mentioned in G4:
@ptsafetycouncil
@eleni_z_tsigas
@txmommydoc

Top Mentioned in G5:
@stjosephorange
@stjoehealth
@cmqcc

Top Mentioned in G6:
@nytimes

Top Tweeters
Top Tweeters in Entire Graph:
@climber_edu
@nytimes
@waweru
@mayread3
@people
@momsrising
@desirreandrews
@theroot
@fahyhallowell
@elyssak

Top Tweeters in G1:
@momsrising
@desirreandrews
@theroot
@fahyhallowell
@elyssak
@robinpregnancy
@heartsisters
@pporter100
@aaronecarroll
@changemustcome7

Top Tweeters in G2:
@waweru
@mayread3
@luybenans
@gloria_poole
@nickkristof
@tuftsb
@lauramiers
@erictopol
@hoffsbeefs
@cturlington

Top Tweeters in G3:
@people
@stanfordmed
@unnecesarean
@acognews
@ssmhealthstl
@giveblood
@awhonn
@manas8u
@drjlozada
@kimwerk

Top Tweeters in G4:
@crmillergo
@conryjeanne
@obyourself
@eleni_z_tsigas
@txmommydoc
@hschwarzwaldr
@woodlandsmfm
@drrdimino
@hnixon147
@ptsafetycouncil

Top Tweeters in G5:
@jameschisum
@stjoehealth
@stjosephorange

Top Tweeters in G6:
@nytimes
@sandersmdmph

Top Tweeters in G7:
@climber_edu