merckformothers, Twitter, 5/13/2020 3:20:09 PM, 226649


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merckformothers_2020-05-12_15-26-50.xlsx
merckformothers_2020-05-12_15-26-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 13, 2020
Short Description:
merckformothers via NodeXL https://bit.ly/35UvCP2
@merckformothers
@kimboller1
@metiebetmd
@arefinmahina
@nicholsonfornj
@rkgit_
@rag_smitz
@avegenhealth
@jamiefromnj
@jennifernicolen

Top hashtags:
#mayisformothers
#covid19
#endmaternalmortality
#mothersday
#nj

Description:
Description
The graph represents a network of 129 Twitter users whose tweets in the requested range contained "merckformothers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 May 2020 at 22:26 UTC.

The requested start date was Tuesday, 12 May 2020 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 13-day, 19-hour, 32-minute period from Tuesday, 28 April 2020 at 00:18 UTC to Monday, 11 May 2020 at 19:50 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 : 129
Unique Edges : 95
Edges With Duplicates : 237
Total Edges : 332
Number of Edge Types : 5
Retweet : 79
MentionsInRetweet : 108
Tweet : 20
Mentions : 118
Replies to : 7
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0526315789473684
Reciprocated Edge Ratio : 0.1
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 128
Maximum Edges in a Connected Component : 330
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.486054
Graph Density : 0.0109011627906977
Modularity : 0.353503
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 129 Twitter users whose tweets in the requested range contained "merckformothers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 May 2020 at 22:26 UTC.

The requested start date was Tuesday, 12 May 2020 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 13-day, 19-hour, 32-minute period from Tuesday, 28 April 2020 at 00:18 UTC to Monday, 11 May 2020 at 19:50 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 : merckformothers
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:
[4] https://blavity.com/why-we-must-support-the-leaders-fighting-to-make-pregnancy-and-childbirth-safer-for-black-women?category1=opinion
[2] http://www.who.int/news-room/detail/27-04-2020-maternal-infections-in-health-facilities
[2] https://blogs.scientificamerican.com/observations/keeping-pregnant-women-safe-during-the-pandemic/
[1] https://twitter.com/merckformothers/status/1259915970480672774
[1] https://www.instagram.com/p/B_oKRGhFTaw/
[1] https://twitter.com/_mdoc/status/1259121045241581568
[1] https://twitter.com/nighealthwatch/status/1258738801159135232
[1] https://twitter.com/nighealthwatch/status/1253400597883125766
[1] https://twitter.com/DrAakashShinde1/status/1259705340246896641
[1] https://twitter.com/WRAglobal/status/1258503128791556096

Top URLs in Tweet in G1:
[4] https://blavity.com/why-we-must-support-the-leaders-fighting-to-make-pregnancy-and-childbirth-safer-for-black-women?category1=opinion
[2] http://www.who.int/news-room/detail/27-04-2020-maternal-infections-in-health-facilities
[2] https://blogs.scientificamerican.com/observations/keeping-pregnant-women-safe-during-the-pandemic/
[1] https://www.instagram.com/p/B_oKRGhFTaw/
[1] https://twitter.com/ASMANalliance/status/1257228313220616192
[1] https://twitter.com/UN_EWEC/status/1257670672018440192
[1] https://twitter.com/Jhpiego/status/1258048978693881863
[1] https://twitter.com/preeclampsia/status/1258058967382519808
[1] https://twitter.com/Merck/status/1253697382430236673
[1] https://twitter.com/sciam/status/1258048268745027587

Top URLs in Tweet in G2:
[1] https://www.physiciansweekly.com/frequency-and-management-of-maternal-infection-in-health-facilities-in-52-countries-gloss-a-1-week-inception-cohort-study/
[1] https://www.merckformothers.com/covid-19.html
[1] https://twitter.com/merckformothers/status/1255127340788695040
[1] https://twitter.com/merckformothers/status/1259513840187908096
[1] https://blogs.scientificamerican.com/observations/keeping-pregnant-women-safe-during-the-pandemic/?amp;text=Keeping
[1] https://www.r4d.org/blog/pursuing-public-private-engagement-options-in-mixed-health-systems/
[1] https://twitter.com/merckformothers/status/1254927944537038851
[1] https://twitter.com/world_midwives/status/1257565754515480578
[1] https://twitter.com/Maya_Midwifery/status/1257629897910091777
[1] https://twitter.com/MerckforMothers/status/1259513840187908096

Top URLs in Tweet in G3:
[1] https://twitter.com/KimBoller1/status/1257361102473699328
[1] https://twitter.com/MomsRising/status/1258200836456493057
[1] https://twitter.com/CenteringHealth/status/1257390169793142784
[1] https://twitter.com/MarchForMoms/status/1257361968232620034
[1] https://twitter.com/JillGW/status/1256199166688141312
[1] https://www.nj.com/opinion/2020/04/tammy-murphy-we-must-find-new-ways-to-help-communities-of-color-during-this-crisis.html

Top URLs in Tweet in G4:
[1] https://twitter.com/MEtiebetMD/status/1182106716114165760
[1] https://twitter.com/Merck/status/1258052576836288514?s=20

Top URLs in Tweet in G6:
[1] https://www.bio.org/blogs/qa-dr-mary-ann-etiebet-executive-director-merck-mothers?mkt_tok=eyJpIjoiWkRFMFpqaGtZalV6TURKbCIsInQiOiJ0TCtxQTZkeDdsNHM4ZFNkT21rbFwvSTllZFIzVEUwam10V3VPR3Fuc0ltYUdpd2diQmM4eUtpUmo0bGpST1VmN3JJWkVYbDlzTytnam9DSFBSaHhFSUxxNWluUnVwU2FuZUcxMlMyeklBYXdxNWoyQ2NnYWFSTW95c3JOWHRZbTMifQ%3D%3D
[1] https://www.bio.org/blogs/qa-dr-mary-ann-etiebet-executive-director-merck-mothers?utm_content=bufferc8667&utm_medium=social&utm_source=twitter.com&utm_campaign=bufferiab

Top URLs in Tweet in G8:
[1] https://www.merckformothers.com/maternal-health-covid-19.html?mkt_tok=eyJpIjoiTVRNek16VXhZMkV4TkdNeCIsInQiOiJ3ZWxQUDZWNTFKYlZOWXowb3FReGtETEpFcVdsbmZBMlplb1RGXC9NNllzOFNHNEFpWlVIRDN5QTVpUzhJaWFIUnVZMXJ6V091YzN5TzhZN25BMVNuQWtvalREOXYwclNDWVwvVlhrbFV6RlV4MHNkTEk2bjk1WnBZQUs2YjBDUmUwIn0%3D
[1] https://www.merckformothers.com/our-work.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] mayisformothers
[27] covid19
[17] endmaternalmortality
[12] mothersday
[7] nj
[6] internationaldayofthemidwife
[5] maternalhealth
[5] nurturenj
[5] infectioncontrol
[4] maternaljustice



Top Hashtags in Tweet in G1:
[43] mayisformothers
[14] covid19
[12] endmaternalmortality
[5] mothersday
[4] internationaldayofthemidwife
[4] blavityoped
[3] gloss
[2] nationalnursesday
[2] midwives
[2] safertogether

Top Hashtags in Tweet in G2:
[10] covid19
[4] endmaternalmortality
[4] infectioncontrol
[4] mothersday
[2] internationaldayofthemidwife
[2] yearofthemidwife
[1] wash
[1] sanitation
[1] whatwomenwant
[1] globalgoals

Top Hashtags in Tweet in G3:
[7] nj
[5] nurturenj
[4] maternalhealth
[4] maternaljustice
[3] perinatal
[3] beyondmothersday
[3] marchformoms
[2] mch
[1] covid19
[1] happymothersday

Top Hashtags in Tweet in G4:
[2] maternal
[2] healthcare
[1] mothersday
[1] nursesweek2020
[1] endmaternalmortality

Top Hashtags in Tweet in G6:
[2] covid19
[1] mothersday
[1] allinittogether

Top Hashtags in Tweet in G7:
[1] mothers
[1] mothersday
[1] motherhood
[1] love
[1] mother
[1] mom

Top Words
Top Words in Tweet in Entire Graph:
[152] Words in Sentiment List#1: Positive
[18] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3289] Non-categorized Words
[3459] Total Words
[94] merckformothers
[61] mothers
[48] lives
[46] re
[43] #mayisformothers

Top Words in Tweet in G1:
[61] merckformothers
[54] mothers
[44] lives
[43] #mayisformothers
[43] re
[40] month
[40] celebrating
[40] impact
[40] raising
[40] awareness

Top Words in Tweet in G2:
[14] merckformothers
[10] #covid19
[10] metiebetmd
[9] partners
[8] health
[6] systems
[6] help
[5] reflections
[5] sciam
[5] pandemic

Top Words in Tweet in G3:
[8] nicholsonfornj
[8] merckformothers
[7] #nj
[6] burkefoundation
[5] #nurturenj
[5] firstladynj
[5] thanks
[4] #maternalhealth
[4] outcomes
[4] #maternaljustice

Top Words in Tweet in G4:
[6] thank
[6] merckformothers
[5] support
[3] nurses
[3] collaborators
[3] lifesaving
[3] mothers
[3] families
[2] each
[2] woman

Top Words in Tweet in G5:
[2] wbg

Top Words in Tweet in G6:
[3] merckformothers
[2] merck
[2] executive
[2] director
[2] helping
[2] address
[2] maternal
[2] health
[2] needs
[2] #covid19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] #mayisformothers,month
[40] re,celebrating
[40] celebrating,mothers
[40] mothers,impact
[40] impact,lives
[40] raising,awareness
[39] merckformothers,#mayisformothers
[23] weâ,re
[22] month,weâ
[22] lives,âœ

Top Word Pairs in Tweet in G1:
[40] #mayisformothers,month
[40] re,celebrating
[40] celebrating,mothers
[40] mothers,impact
[40] impact,lives
[40] raising,awareness
[39] merckformothers,#mayisformothers
[23] weâ,re
[22] month,weâ
[22] lives,âœ

Top Word Pairs in Tweet in G2:
[5] health,systems
[5] reflections,sciam
[5] sciam,#covid19
[5] #covid19,pandemic
[5] pandemic,merckformothers
[5] merckformothers,partners
[5] partners,teaching
[4] systems,adhere
[4] adhere,#covid19
[4] #covid19,ramp

Top Word Pairs in Tweet in G3:
[3] report's,recommendations
[3] recommendations,#perinatal
[3] #perinatal,care
[3] care,#nj
[3] #nj,align
[3] align,#nurturenj
[3] #nurturenj,improve
[3] improve,#maternalhealth
[3] #maternalhealth,outcomes
[3] thanks,jill

Top Word Pairs in Tweet in G4:
[3] thank,nurses
[3] nurses,merckformothers
[3] merckformothers,collaborators
[3] collaborators,lifesaving
[3] lifesaving,support
[3] support,mothers
[3] mothers,families
[2] each,woman
[2] woman,access
[2] access,quality

Top Word Pairs in Tweet in G6:
[2] executive,director
[2] director,merckformothers
[2] helping,address
[2] address,maternal
[2] maternal,health
[2] health,needs

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@metiebetmd
@nicholsonfornj
@sciam
@burkefoundation
@firstladynj
@who
@kimboller1
@lancetgh
@unfpa

Top Mentioned in G1:
@merckformothers
@metiebetmd
@blavity
@sciam
@_mdoc
@everymomcounts
@world_midwives
@who
@wraglobal
@nighealthwatch

Top Mentioned in G2:
@merckformothers
@metiebetmd
@sciam
@who
@preeclampsia
@lancetgh
@unfpa
@results4dev
@wbg_health
@unicef

Top Mentioned in G3:
@nicholsonfornj
@merckformothers
@burkefoundation
@firstladynj
@kimboller1
@mchnj
@marchformoms
@camdenhealth
@njdeptofhealth
@first_candle

Top Mentioned in G4:
@merckformothers
@mariko74
@togetherforher
@metiebetmd
@avegenhealth
@togetherfor

Top Mentioned in G5:
@hartwigschafer
@thecafoundation
@merckformothers
@gquaggiotto
@cws_global

Top Mentioned in G6:
@merckformothers
@merck
@memorialmes
@iambiotech
@metiebetmd

Top Mentioned in G7:
@m2mtweets
@mothersdaymovem
@aktu_lucknow
@merckformothers

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@hrblock_21
@onahunttoday
@roylmurry425
@awelab1956
@beverly21811568
@craybo23
@jjaazzee1
@kdl0888
@stfuimtweetn0_o

Top Tweeters in G1:
@oldlady12345
@hrblock_21
@onahunttoday
@roylmurry425
@awelab1956
@beverly21811568
@craybo23
@jjaazzee1
@kdl0888
@stfuimtweetn0_o

Top Tweeters in G2:
@sciam
@undp
@glassmanamanda
@who
@unicef
@usaidgh
@unfpa
@world_midwives
@results4dev
@temitayoe

Top Tweeters in G3:
@rwjf
@ameracadpeds
@njdeptofhealth
@first_candle
@marchformoms
@njdhs
@camdenhealth
@nicholsonfornj
@centeringhealth
@trentonhealth

Top Tweeters in G4:
@jennifernicolen
@maternityf
@togetherforher
@avegenhealth
@mariko74
@togetherfor

Top Tweeters in G5:
@gquaggiotto
@cws_global
@arefinmahina
@hartwigschafer
@thecafoundation
@davidmalpasswbg

Top Tweeters in G6:
@iambiotech
@ebdgroup
@merck
@memorialmes
@rag_smitz

Top Tweeters in G7:
@m2mtweets
@aktu_lucknow
@rkgit_
@mothersdaymovem

Top Tweeters in G8:
@jcindyina


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