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cmqcc_2019-07-15_11-15-11.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 15, 2019
Short Description:
cmqcc via NodeXL http://bit.ly/2k5laAL
@cmqcc
@shawnhubler
@rjwarrior
@chcfnews
@accountabledocs
@jessicaroach01
@cpr4healthcare
@aesunderland
@ntebi
@western_center

Top hashtags:
#cmqcc
#cabirthequity
#birthequity
#blackmamasmatter
#blackmomsmatter
#maternalhealth

Description:
Description
The graph represents a network of 31 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 Monday, 15 July 2019 at 18:15 UTC.

The requested start date was Sunday, 14 July 2019 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 10-day, 22-hour, 8-minute period from Tuesday, 02 July 2019 at 05:59 UTC to Saturday, 13 July 2019 at 04:08 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 : 31
Unique Edges : 45
Edges With Duplicates : 12
Total Edges : 57
Number of Edge Types : 2
Mentions : 55
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0652173913043478
Reciprocated Edge Ratio : 0.122448979591837
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 57
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.682622
Graph Density : 0.0526881720430108
Modularity : 0.454755
NodeXL Version : 1.0.1.415

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://addictionfreeca.org/California-MAT-Expansion-Project/HMA-Projects/Mom-Baby-Substance-Exposure-Initiative
[2] https://www.catalyze.org/ca-maternity-care-quality/
[1] https://calmatters.org/health/2019/07/black-women-health-racism-maternity-care-california/
[1] https://www.cmqcc.org/qi-initiatives/birth-equity
[1] https://www.chcf.org/project/california-birth-equity-collaborative/
[1] https://twitter.com/ShawnHubler/status/1149357477789495296
[1] https://twitter.com/jessicaroach01/status/1148996569976279041
[1] https://www.youtube.com/watch?v=FSjHIr1Z7kc&feature=youtu.be

[1] https://www.youtube.com/watch?v=FSjHIr1Z7kc

[1] https://hbr.org/2019/06/the-rising-u-s-maternal-mortality-rate-demands-action-from-employers

Top URLs in Tweet in G1:
[3] https://addictionfreeca.org/California-MAT-Expansion-Project/HMA-Projects/Mom-Baby-Substance-Exposure-Initiative
[1] http://www.sciencedirect.com/science/authShare/S0884217519300449/20190507T220300Z/1?md5=5be580187ed1e0f021a008f6c8ba1297&dgcid=author
[1] https://www.youtube.com/watch?v=FSjHIr1Z7kc&feature=youtu.be

[1] https://www.youtube.com/watch?v=FSjHIr1Z7kc


Top URLs in Tweet in G2:
[1] https://www.cmqcc.org/qi-initiatives/birth-equity
[1] https://www.chcf.org/project/california-birth-equity-collaborative/
[1] https://twitter.com/ShawnHubler/status/1149357477789495296

Top URLs in Tweet in G3:
[1] https://calmatters.org/health/2019/07/black-women-health-racism-maternity-care-california/

Top URLs in Tweet in G4:
[1] https://twitter.com/jessicaroach01/status/1148996569976279041

Top URLs in Tweet in G5:
[2] https://www.catalyze.org/ca-maternity-care-quality/
[1] https://hbr.org/2019/06/the-rising-u-s-maternal-mortality-rate-demands-action-from-employers

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] cmqcc
[1] cabirthequity
[1] birthequity
[1] blackmamasmatter
[1] blackmomsmatter
[1] maternalhealth



Top Hashtags in Tweet in G1:
[1] blackmomsmatter

Top Hashtags in Tweet in G2:
[1] cabirthequity
[1] birthequity
[1] blackmamasmatter

Top Hashtags in Tweet in G4:
[2] cmqcc

Top Hashtags in Tweet in G5:
[1] maternalhealth

Top Words
Top Words in Tweet in Entire Graph:
[33] Words in Sentiment List#1: Positive
[15] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[438] Non-categorized Words
[486] Total Words
[14] california
[14] cmqcc
[10] black
[8] care
[7] chcfnews

Top Words in Tweet in G1:
[5] cmqcc
[4] california
[3] mom
[3] baby
[3] substance
[3] exposure
[3] initiative
[3] cpqcc
[3] quality
[3] improvement

Top Words in Tweet in G2:
[7] black
[6] california
[4] chcfnews
[4] care
[3] mothers
[3] cmqcc
[3] birth
[3] collaborative
[3] shawnhubler
[3] mother

Top Words in Tweet in G3:
[2] black
[2] california
[2] chcfnews
[2] cmqcc

Top Words in Tweet in G4:
[6] critical
[3] beyond
[3] grateful
[3] opportunity
[3] bring
[3] folks
[3] together
[3] facilitate
[3] compassionate
[2] jessicaroach01

Top Words in Tweet in G5:
[3] s
[3] cmqcc
[2] california
[2] progress
[2] care
[2] blog
[2] coveredca
[2] better
[2] action
[2] outcomes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] quality,improvement
[5] black,mothers
[5] maternity,care
[4] black,mother
[4] mother,told
[4] told,scream
[4] scream,labor
[4] labor,asks
[4] asks,california
[4] california,fix

Top Word Pairs in Tweet in G1:
[3] california,mom
[3] mom,baby
[3] baby,substance
[3] substance,exposure
[3] exposure,initiative
[3] initiative,cpqcc
[3] cpqcc,cmqcc
[3] quality,improvement
[2] hcleestanford,california
[2] pleased,announce

Top Word Pairs in Tweet in G2:
[3] black,mothers
[3] shawnhubler,black
[3] black,mother
[3] mother,told
[3] told,scream
[3] scream,labor
[3] labor,asks
[3] asks,california
[3] california,fix
[3] fix,racism

Top Word Pairs in Tweet in G4:
[3] beyond,grateful
[3] grateful,opportunity
[3] opportunity,bring
[3] bring,folks
[3] folks,together
[3] together,facilitate
[3] facilitate,critical
[3] critical,compassionate
[3] compassionate,critical
[2] rjwarrior,beyond

Top Word Pairs in Tweet in G5:
[2] coveredca,cmqcc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cmqcc
@chcfnews
@hollyjmitchell
@rjwarrior
@cpqcc
@shawnhubler
@b
@hcleestanford
@jessicaroach01
@coveredca

Top Mentioned in G1:
@cmqcc
@cpqcc
@hcleestanford

Top Mentioned in G2:
@chcfnews
@cmqcc
@shawnhubler
@hollyjmitchell
@b
@rjwarrior

Top Mentioned in G3:
@chcfnews
@cmqcc
@hollyjmitchell
@bw4wla
@western_center
@kamalaharris
@serenawilliams
@beyonce
@blklivesmatter
@momsrising

Top Mentioned in G4:
@jessicaroach01
@rjwarrior
@ivaphd
@natabug79
@cmqcc
@chcfnews

Top Mentioned in G5:
@cmqcc
@coveredca
@suzannedelbanco
@cpr4healthcare

Top Tweeters
Top Tweeters in Entire Graph:
@momsrising
@alanjcard
@blklivesmatter
@coveredca
@chcfnews
@shawnhubler
@serenawilliams
@western_center
@kamalaharris
@ivaphd

Top Tweeters in G1:
@alanjcard
@cmqcc
@2020momproject
@profitjochen
@cpqcc
@hcleestanford
@susanhintzmd

Top Tweeters in G2:
@chcfnews
@western_center
@laliferis
@ntebi
@b
@hollyjmitchell
@aesunderland

Top Tweeters in G3:
@momsrising
@blklivesmatter
@shawnhubler
@serenawilliams
@kamalaharris
@bw4wla
@beyonce

Top Tweeters in G4:
@ivaphd
@rjwarrior
@birthequity
@jessicaroach01
@doczo1
@natabug79

Top Tweeters in G5:
@coveredca
@accountabledocs
@cpr4healthcare
@suzannedelbanco


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