merckformothers, Twitter, 8/4/2020 10:48:00 PM, 231863


FAQ | Problem?

merckformothers_2020-08-04_15-26-49.xlsx
merckformothers_2020-08-04_15-26-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 04, 2020
Short Description:
merckformothers via NodeXL https://bit.ly/2DufzgR
@merckformothers
@metiebetmd
@jjdran1
@pgaye
@healthtimeszim
@narsing62640263
@dukeghic
@ejortiz
@merck
@e_nterdiscipl

Top hashtags:
#endmaternalmortality
#covid19
#bmmhw2020
#makeshifthappen
#datasaveslives

Description:
Description
The graph represents a network of 101 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, 04 August 2020 at 22:26 UTC.

The requested start date was Tuesday, 04 August 2020 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, 10-hour, 4-minute period from Tuesday, 21 July 2020 at 03:21 UTC to Monday, 03 August 2020 at 13:25 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 : 101
Unique Edges : 91
Edges With Duplicates : 155
Total Edges : 246
Number of Edge Types : 5
Mentions : 107
Retweet : 46
MentionsInRetweet : 73
Tweet : 10
Replies to : 10
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0479452054794521
Reciprocated Edge Ratio : 0.0915032679738562
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 245
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.638736
Graph Density : 0.0151485148514851
Modularity : 0.410846
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 101 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, 04 August 2020 at 22:26 UTC.

The requested start date was Tuesday, 04 August 2020 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, 10-hour, 4-minute period from Tuesday, 21 July 2020 at 03:21 UTC to Monday, 03 August 2020 at 13:25 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:
[2] https://twitter.com/MerckforMothers/status/1286647824319471618
[2] https://www.innovationsinhealthcare.org/events/
[1] https://www.onebyone2030.org/targetcovid19-get-the-facts-toolkit
[1] https://everymothercounts.org/birthjusticenow/
[1] https://bwhi.org/2020/07/29/the-black-womens-health-imperative-the-association-of-womens-health-obstetric-and-neonatal-nurses-announce-partnership-to-address-maternal-mortality-among-black-women/
[1] https://bwhi.org/2020/07/17/the-black-womens-health-imperative-announces-anniversary-week-celebration-to-commemorate-38-years/
[1] https://twitter.com/merckformothers/status/1288576837396897792
[1] https://twitter.com/Google/status/1283481659942330374
[1] https://about.google/intl/en_us/stories/lifebank/?utm_source=twitter.com&utm_medium=social&utm_campaign=story-share
[1] https://twitter.com/MarchofDimes/status/1285232003705712641

Top URLs in Tweet in G1:
[1] https://www.merck.com/about/featured-stories/keelees-maternal-health-journey.html
[1] https://www.mommasvoices.org/
[1] https://www.shadesofblueproject.org/black-maternal-mh-week.html
[1] https://www.instagram.com/accounts/login/?next=/p/CClsLqkB5QB/
[1] https://www.linkedin.com/pulse/supporting-maternal-health-during-pandemic-jennifer-chan/
[1] https://zoom.us/webinar/register/tJwkduyrrjkuHdAypXGCLAJC6iZtYXsSCpH8/success?user_id=e_JMlb5mQQSTlvPpEfkF9w&timezone_id=America%2FNew_York
[1] https://twitter.com/EpiAFRIC/status/1285193274588901376
[1] https://twitter.com/MarchofDimes/status/1285232003705712641
[1] https://twitter.com/Google/status/1283481659942330374
[1] https://bwhi.org/2020/07/17/the-black-womens-health-imperative-announces-anniversary-week-celebration-to-commemorate-38-years/

Top URLs in Tweet in G2:
[1] https://twitter.com/merckformothers/status/1288576837396897792
[1] https://twitter.com/dukeghi/status/1285212923288342535
[1] https://www.pharmaccess.org/stories/momcare/
[1] https://link.medium.com/sB1gfcUJk8
[1] https://about.google/intl/en_us/stories/lifebank/?utm_source=twitter.com&utm_medium=social&utm_campaign=story-share

Top URLs in Tweet in G3:
[2] https://www.innovationsinhealthcare.org/events/

Top URLs in Tweet in G5:
[1] https://healthtimes.co.zw/2020/07/26/merck-foundation-marks-world-artificial-reproductive-technology-day-trains-embryologists-and-fertility-specialists-across-africa-and-asia/

Top URLs in Tweet in G8:
[2] https://twitter.com/MerckforMothers/status/1286647824319471618

Top URLs in Tweet in G9:
[1] https://twitter.com/MerckforMothers/status/1286042175755649024

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] endmaternalmortality
[11] covid19
[8] bmmhw2020
[8] makeshifthappen
[5] datasaveslives
[5] localsolutions
[5] multisectoral
[5] bumpday
[5] innovation
[3] momeffect



Top Hashtags in Tweet in G1:
[18] endmaternalmortality
[9] covid19
[4] makeshifthappen
[4] bmmhw2020
[3] momeffect
[2] bumpday
[2] birthjustice
[1] merckemployee
[1] supportnursesandmidwives
[1] innovations

Top Hashtags in Tweet in G2:
[5] datasaveslives
[5] localsolutions
[5] multisectoral
[4] endmaternalmortality
[2] covid19
[2] mnchforum20
[1] healthforall
[1] targetcovid19
[1] racism
[1] bmhcsummit

Top Hashtags in Tweet in G3:
[5] innovation
[2] mnch

Top Hashtags in Tweet in G5:
[1] africa
[1] infertility

Top Hashtags in Tweet in G8:
[4] makeshifthappen
[3] bmmhw2020
[1] makingshifthappen
[1] maternalmorbidity
[1] hyperemesis
[1] maternalhealth
[1] ppd
[1] ptsd
[1] useyourmomvoice

Top Hashtags in Tweet in G9:
[3] bumpday
[1] maternalhealth

Top Hashtags in Tweet in G10:
[1] progyn
[1] materr
[1] situestasbientubebetambien
[1] merckformothers

Top Words
Top Words in Tweet in Entire Graph:
[58] merckformothers
[23] health
[22] #endmaternalmortality
[22] merck
[20] mothers
[19] pregnancy
[18] keelee
[17] help
[17] moseley
[17] story

Top Words in Tweet in G1:
[32] merckformothers
[18] #endmaternalmortality
[18] mothers
[18] keelee
[18] merck
[17] help
[17] moseley
[17] story
[16] pregnancy
[16] ambassador

Top Words in Tweet in G2:
[8] merckformothers
[7] metiebetmd
[5] #datasaveslives
[5] inspiring
[5] read
[5] power
[5] #localsolutions
[5] #multisectoral
[5] collaborations
[4] #endmaternalmortality

Top Words in Tweet in G3:
[5] experts
[5] laerdalgh
[5] merckformothers
[5] egpaf
[5] maksph
[5] tiadvisors
[5] dukeghic
[5] future
[5] #innovation
[4] hear

Top Words in Tweet in G4:
[3] creditsuisse
[2] merckformothers
[2] dfcgov
[2] usaid
[2] lucky
[2] youre
[2] goldmansachs
[2] overall
[2] changes
[2] underlying

Top Words in Tweet in G5:
[2] merckformothers

Top Words in Tweet in G6:
[2] health

Top Words in Tweet in G8:
[5] merckformothers
[5] week
[4] shadesofblueprj
[4] mommasvoices
[4] coalition
[4] #makeshifthappen
[3] proud
[3] #bmmhw2020
[3] mental
[3] health

Top Words in Tweet in G9:
[4] healthy
[3] #bumpday
[2] mothers
[2] pregnancy
[2] whattoexpect
[2] merckformothers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] keelee,moseley
[16] moseley,merckformothers
[16] merckformothers,ambassador
[16] ambassador,shares
[16] shares,story
[16] story,survival
[16] survival,mission
[16] mission,advocate
[16] advocate,soon
[16] soon,mothers

Top Word Pairs in Tweet in G1:
[17] keelee,moseley
[16] moseley,merckformothers
[16] merckformothers,ambassador
[16] ambassador,shares
[16] shares,story
[16] story,survival
[16] survival,mission
[16] mission,advocate
[16] advocate,soon
[16] soon,mothers

Top Word Pairs in Tweet in G2:
[5] #datasaveslives,inspiring
[5] inspiring,read
[5] read,power
[5] power,#localsolutions
[5] #localsolutions,#multisectoral
[5] #multisectoral,collaborations
[4] metiebetmd,#datasaveslives
[4] collaborations,#endmaternalmorta
[3] simplify,simplify
[2] metiebetmd,merckformothers

Top Word Pairs in Tweet in G3:
[5] experts,laerdalgh
[5] merckformothers,egpaf
[5] egpaf,maksph
[5] maksph,tiadvisors
[5] tiadvisors,dukeghic
[5] dukeghic,future
[4] hear,experts
[3] future,mnch
[3] mnch,#innovation
[3] laerdalgh,merckformothers

Top Word Pairs in Tweet in G4:
[2] creditsuisse,merckformothers
[2] merckformothers,dfcgov
[2] dfcgov,usaid
[2] usaid,lucky
[2] lucky,youre
[2] youre,goldmansachs
[2] goldmansachs,overall
[2] overall,changes
[2] changes,underlying
[2] underlying,great

Top Word Pairs in Tweet in G8:
[3] mental,health
[2] foundation,proud
[2] proud,partners
[2] partners,shadesofblueprj
[2] shadesofblueprj,entire
[2] entire,mommasvoices
[2] mommasvoices,coalition
[2] coalition,working
[2] working,together
[2] #makeshifthappen,coined

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@merck
@metiebetmd
@shadesofblueprj
@mommasvoices
@laerdalgh
@egpaf
@maksph
@tiadvisors
@dukeghic

Top Mentioned in G1:
@merckformothers
@merck
@metiebetmd
@everymomcounts
@marchofdimes
@blkwomenshealth
@onebyone2030
@cdcgov
@mommasvoices
@shadesofblueprj

Top Mentioned in G2:
@merckformothers
@metiebetmd
@merck
@blkwomenshealth
@awhonn
@dukecpigh
@usaidgh
@gatesfoundation
@gchallenges
@noradno

Top Mentioned in G3:
@laerdalgh
@merckformothers
@egpaf
@maksph
@tiadvisors
@dukeghic
@innovationsinhc
@sickkidsnews
@ejortiz

Top Mentioned in G4:
@merckformothers
@dfcgov
@usaid
@goldmansachs
@jjdran1
@creditsuisse
@wellsfargo
@merrilllynch

Top Mentioned in G5:
@who
@merckfoundation
@merckformothers
@mohcczim
@cwgh1

Top Mentioned in G6:
@devex
@merckformothers
@jnjglobalhealth
@smiletrain
@intrahealth
@fhwcoalition

Top Mentioned in G7:
@epfonarimanpt
@epfothanesouth
@merck
@merckformothers

Top Mentioned in G8:
@shadesofblueprj
@mommasvoices
@merckformothers
@hgmoms

Top Mentioned in G9:
@whattoexpect
@wte_project
@merckformothers

Top Tweeters
Top Tweeters in Entire Graph:
@aureliacotta
@ilona84010600
@strom_annette
@datadrivencare
@e_nterdiscipl
@nighealthwatch
@socialepfo
@googlemaps
@madelinephilli1
@who

Top Tweeters in G1:
@aureliacotta
@ilona84010600
@strom_annette
@nighealthwatch
@madelinephilli1
@gue_varo
@bruno_corazon
@dukeu
@shanalouise007
@coronaworldstat

Top Tweeters in G2:
@datadrivencare
@googlemaps
@usaidgh
@gchallenges
@blkwomenshealth
@gatesfoundation
@mariamclaeson
@noradno
@awhonn
@pharmaccessorg

Top Tweeters in G3:
@e_nterdiscipl
@egpaf
@sickkidsnews
@innovationsinhc
@laerdalgh
@dukeghic
@maksph
@tiadvisors
@ejortiz

Top Tweeters in G4:
@usaid
@wellsfargo
@dfcgov
@goldmansachs
@creditsuisse
@merrilllynch
@jjdran1

Top Tweeters in G5:
@who
@healthtimeszim
@cwgh1
@mohcczim
@merckfoundation
@gacdnrj

Top Tweeters in G6:
@devex
@jnjglobalhealth
@intrahealth
@fhwcoalition
@smiletrain
@pgaye

Top Tweeters in G7:
@socialepfo
@epfothanesouth
@epfonarimanpt
@narsing62640263

Top Tweeters in G8:
@katerobdemp
@shadesofblueprj
@hgmoms
@mommasvoices

Top Tweeters in G9:
@whattoexpect
@heidimurkoff
@imc_worldwide
@wte_project

Top Tweeters in G10:
@progyn_inc