merckformothers, Twitter, 9/28/2021 10:17:56 PM, 263144


FAQ | Problem?

merckformothers_2021-09-28_14-56-02.xlsx
merckformothers_2021-09-28_14-56-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/2ZFenSZ
@merckformothers
@metiebetmd
@unfpa
@atayeshe
@ok_dumbass
@juliaskaufman
@ecugrad2010
@saskiaschellek1
@devex
@globalhealthall

Top hashtags:
#endmaternalmortality
#safebirthevenhere
#passthestork
#privatesector

Description:
Description
The graph represents a network of 212 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, 28 September 2021 at 21:57 UTC.

The requested start date was Tuesday, 28 September 2021 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, 11-hour, 14-minute period from Tuesday, 14 September 2021 at 01:45 UTC to Monday, 27 September 2021 at 13:00 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 : 212
Unique Edges : 204
Edges With Duplicates : 415
Total Edges : 619
Number of Edge Types : 5
MentionsInRetweet : 286
Mentions : 147
Retweet : 154
Replies to : 11
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0324324324324324
Reciprocated Edge Ratio : 0.06282722513089
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 617
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.569861
Graph Density : 0.00853974783153
Modularity : 0.378197
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 212 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, 28 September 2021 at 21:57 UTC.

The requested start date was Tuesday, 28 September 2021 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, 11-hour, 14-minute period from Tuesday, 14 September 2021 at 01:45 UTC to Monday, 27 September 2021 at 13:00 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:
[7] https://www.merckformothers.com/10th-anniversary-virtual-event.html
[3] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[2] https://twitter.com/merckformothers/status/1438126705588244482
[2] https://twitter.com/MerckforMothers/status/1437755510090985477
[2] https://twitter.com/MerckforMothers/status/1435226350772654082
[1] https://twitter.com/world_midwives/status/1439892287144800261
[1] https://www.merckformothers.com/pass-the-stork/
[1] https://twitter.com/merckformothers/status/1441794628437512201
[1] https://twitter.com/devex/status/1438562646832320516
[1] https://twitter.com/merckformothers/status/1439937389070372868

Top URLs in Tweet in G1:
[2] https://www.merckformothers.com/10th-anniversary-virtual-event.html
[1] https://www.merckformothers.com/pass-the-stork/
[1] https://twitter.com/MerckforMothers/status/1439937389070372868
[1] https://twitter.com/MerckforMothers/status/1437796016611373057
[1] https://www.merck.com/stories/merck-for-mothers-helping-end-maternal-mortality/
[1] https://twitter.com/MerckforMothers/status/1435226350772654082

Top URLs in Tweet in G2:
[2] https://twitter.com/MerckforMothers/status/1437755510090985477
[1] https://twitter.com/world_midwives/status/1439892287144800261
[1] https://twitter.com/merckformothers/status/1437400680218742790
[1] https://www.merckformothers.com/10years/
[1] https://twitter.com/merckformothers/status/1437796016611373057
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://twitter.com/merckformothers/status/1438126705588244482
[1] https://twitter.com/merckformothers/status/1438487837255557120
[1] https://twitter.com/merckformothers/status/1440299775291793408
[1] https://twitter.com/merckformothers/status/1439937389070372868

Top URLs in Tweet in G3:
[1] https://youtu.be/8ErETS9m5JM
[1] https://www.youtube.com/watch?v=7cTvI2Dt7Ow


Top URLs in Tweet in G4:
[4] https://www.merckformothers.com/10th-anniversary-virtual-event.html
[1] https://www.linkedin.com/slink?code=dJ_uaAsQ
[1] https://twitter.com/MerckforMothers/status/1437400680218742790
[1] https://twitter.com/MSDEurope/status/1437754628242804740

Top URLs in Tweet in G5:
[1] https://twitter.com/Merck/status/1437781247917543435
[1] http://merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html

Top URLs in Tweet in G7:
[1] https://mailchi.mp/bayareaglobalhealth/connections-i-september-2021
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://www.merckformothers.com/Kenneth-C-Frazier-Award-for-Maternal-Health-Equity.html

Top URLs in Tweet in G8:
[1] https://www.merckformothers.com/docs/MfM_Brief_Advancing_the_Universal_Health_Coverage_Agenda.pdf

Top URLs in Tweet in G9:
[1] https://www.merckformothers.com/10th-anniversary-virtual-event.html
[1] https://twitter.com/merckformothers/status/1438126705588244482

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] endmaternalmortality
[15] safebirthevenhere
[9] passthestork
[5] privatesector
[5] inspiredbymotherhood
[4] midwives
[4] innovations
[4] financing
[4] maternalhealth
[4] equity



Top Hashtags in Tweet in G1:
[62] endmaternalmortality
[6] passthestork
[2] unga76
[2] devexevent
[2] maternitymatters
[1] midwives
[1] privatesector
[1] innovations
[1] financing
[1] safebirthevenhere

Top Hashtags in Tweet in G2:
[20] endmaternalmortality
[5] inspiredbymotherhood
[4] privatesector
[4] callstoaction
[4] maternalhealth
[4] equity
[4] juliegerberding
[4] healthsystems
[3] sdgs
[3] kennethfrazier

Top Hashtags in Tweet in G3:
[14] safebirthevenhere
[9] endmaternalmortality
[1] haitiearthquake
[1] unga76

Top Hashtags in Tweet in G4:
[4] endmaternalmortality
[2] maternalmortality
[1] women
[1] vietnam

Top Hashtags in Tweet in G5:
[4] endmaternalmortality
[2] healthworkers
[2] midwives
[1] maternalmortality
[1] passthestork
[1] push
[1] healthcare

Top Hashtags in Tweet in G7:
[1] connections
[1] endmaternalmortality
[1] maternalhealthequity

Top Hashtags in Tweet in G8:
[1] uhc
[1] momcare
[1] valuebasedcare

Top Hashtags in Tweet in G9:
[1] passthestork

Top Words
Top Words in Tweet in Entire Graph:
[159] merckformothers
[152] 10
[138] years
[100] #endmaternalmortality
[73] past
[61] next
[59] hopes
[57] ve
[57] fighting
[57] show

Top Words in Tweet in G1:
[135] 10
[130] years
[96] merckformothers
[63] past
[62] #endmaternalmortality
[58] hopes
[58] next
[56] ve
[56] fighting
[56] show

Top Words in Tweet in G2:
[27] merckformothers
[27] metiebetmd
[20] #endmaternalmortality
[12] action
[12] 10
[11] anniversary
[10] collective
[10] average
[9] join
[9] today

Top Words in Tweet in G3:
[25] unfpa
[17] merckformothers
[16] maternal
[15] partnerships
[14] #safebirthevenhere
[14] events
[14] back
[14] friday
[14] talk
[14] innovation

Top Words in Tweet in G4:
[13] atayeshe
[9] global
[9] merckformothers
[8] unfpa
[7] maternal
[6] mortality
[6] become
[6] thing
[6] past
[6] great

Top Words in Tweet in G5:
[8] motherhood
[7] msdformothers
[7] systems
[5] merckformothers
[5] safer
[5] action
[5] childbirth
[4] anniversary
[4] congratulations
[4] call

Top Words in Tweet in G7:
[3] merckformothers
[2] more
[2] alliance
[2] member
[2] maternal
[2] recipient

Top Words in Tweet in G9:
[2] global

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[135] 10,years
[61] next,10
[57] ve,fighting
[57] fighting,#endmaternalmortality
[57] #endmaternalmortality,past
[57] past,10
[57] years,show
[57] show,hopes
[57] hopes,next
[56] merckformothers,ve

Top Word Pairs in Tweet in G1:
[128] 10,years
[58] next,10
[56] ve,fighting
[56] fighting,#endmaternalmortality
[56] #endmaternalmortality,past
[56] past,10
[56] years,show
[56] show,hopes
[56] hopes,next
[55] merckformothers,ve

Top Word Pairs in Tweet in G2:
[10] collective,action
[7] help,#endmaternalmortality
[7] 10,year
[6] multi,sectoral
[6] year,anniversary
[5] last,decade
[5] decade,qualities
[5] qualities,mothers
[5] mothers,inspired
[5] inspired,collective

Top Word Pairs in Tweet in G3:
[14] #safebirthevenhere,events
[14] events,back
[14] back,friday
[14] friday,talk
[14] talk,innovation
[14] innovation,partnerships
[14] partnerships,maternal
[14] maternal,health
[14] health,philips
[13] unfpa,#safebirthevenhere

Top Word Pairs in Tweet in G4:
[6] maternal,mortality
[6] mortality,become
[6] become,thing
[6] thing,past
[6] past,great
[6] great,discussion
[6] discussion,atayeshe
[6] atayeshe,helenclarknz
[6] helenclarknz,global
[5] kitahara_naomi,maternal

Top Word Pairs in Tweet in G5:
[4] call,action
[4] action,take
[4] take,proposition
[4] proposition,motherhood
[4] motherhood,itself
[4] itself,seriously
[4] seriously,serious
[4] serious,motherhood
[4] strengthening,systems
[4] systems,safer

Top Word Pairs in Tweet in G7:
[2] alliance,member
[2] member,merckformothers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@metiebetmd
@unfpa
@atayeshe
@philips
@fer
@merck
@msdformothers
@helenclarknz
@devex

Top Mentioned in G1:
@merckformothers
@metiebetmd
@merck
@devex
@temite
@globalfund
@lifebankcares
@msdformothers
@frankacadee

Top Mentioned in G2:
@merckformothers
@metiebetmd
@marakatherine1
@angienguku
@divuhema
@muhammadpate
@unfpa
@atayeshe
@mommasvoices
@merckiminspired

Top Mentioned in G3:
@unfpa
@merckformothers
@philips
@fer
@atayeshe
@ferring
@world_midwives
@drowens13
@jnjnews
@worldvision

Top Mentioned in G4:
@atayeshe
@merckformothers
@unfpa
@helenclarknz
@kitahara_naomi
@wraglobal
@matterunlimited
@unfpa_vietnam

Top Mentioned in G5:
@msdformothers
@merckformothers
@pushcampaignorg
@thegff
@metiebetmd
@atayeshe
@unfpa
@rachel_deussom

Top Mentioned in G6:
@gsk
@gskus
@jnjnews
@jnjinnovation
@merckgroup
@usmerckproducts
@merckformothers

Top Mentioned in G7:
@merckformothers
@phidotorg
@stanford
@google

Top Mentioned in G8:
@merckformothers
@mtiba_ke

Top Tweeters
Top Tweeters in Entire Graph:
@barbwiresradio
@lehimesa
@johnapp63499667
@stfuimtweetn0_o
@nomoreslaves
@naeethemfdonn44
@paulmiller1313
@islandlife2014
@godzillaslays65
@jdf754

Top Tweeters in G1:
@barbwiresradio
@lehimesa
@johnapp63499667
@stfuimtweetn0_o
@naeethemfdonn44
@paulmiller1313
@godzillaslays65
@jdf754
@washhanger
@cristob86312284

Top Tweeters in G2:
@islandlife2014
@sdgsbot
@eankitpandey
@glassmanamanda
@adb_hq
@cgdev
@cdcgov
@marchofdimes
@merckiminspired
@dfcgov

Top Tweeters in G3:
@nomoreslaves
@drchrisugwu
@deepak007raj
@thandomasanabo
@jnjglobalhealth
@max_f_diana
@cutecat66388178
@unfpa
@world_midwives
@gilena_andrade

Top Tweeters in G4:
@helenclarknz
@munnygrip
@atayeshe
@rachgoldstein
@angelmkatusia
@thatmaorigirl
@wraglobal
@kitahara_naomi
@uninvietnam
@paulinedawsonnz

Top Tweeters in G5:
@cannylou
@womendeliver
@mariamclaeson
@thegff
@christinemorton
@eoconnelldc
@rachel_deussom
@msdformothers
@sallyopaleye
@pushcampaignorg

Top Tweeters in G6:
@ok_dumbass
@jnjnews
@gsk
@gskus
@jnjinnovation
@bmsnews
@merckgroup
@usmerckproducts

Top Tweeters in G7:
@google
@phidotorg
@stanford
@globalhealthall

Top Tweeters in G8:
@pharmaccessorg
@mtiba_ke

Top Tweeters in G9:
@colleen_benn
@jillgw