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GlobalHealth_2017-12-06_23-30-00.xlsx
GlobalHealth_2017-12-06_23-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2017
Short Description:
GlobalHealth via NodeXL http://bit.ly/2jo0wZ7
@whyglobalhealth
@thelancet
@womeningh
@who
@gaviseth
@ghcorps
@globalsurg
@kentbuse

Description:
Description
The graph represents a network of 3,255 Twitter users whose tweets in the requested range contained "GlobalHealth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 December 2017 at 07:34 UTC.

The requested start date was Thursday, 07 December 2017 at 01:01 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 9-day, 8-hour, 24-minute period from Monday, 27 November 2017 at 10:46 UTC to Wednesday, 06 December 2017 at 19:10 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 : 3255
Unique Edges : 5805
Edges With Duplicates : 2390
Total Edges : 8195
Self-Loops : 1069
Reciprocated Vertex Pair Ratio : 0.0316618175594729
Reciprocated Edge Ratio : 0.0613802256138023
Connected Components : 251
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 2670
Maximum Edges in a Connected Component : 7466
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.930036
Graph Density : 0.000569121119510714
Modularity : 0.598256
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] http://ow.ly/c5QF30gQjGN
[19] http://ow.ly/Rlno30gWHnB?utm_content=buffer2fa9b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(17)31592-1/abstract
[18] http://MarketBookshelf.com
[18] https://www.raptim.org/
[15] https://www.statnews.com/2017/11/27/scarlet-fever-cases/?utm_content=buffer57cbf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.mcgill.ca/globalhealth/
[13] https://www.npr.org/2017/11/30/567572989/the-genetic-divide-between-nycs-uptown-and-downtown-rats
[13] http://globalhealth.org/ghls/
[13] http://globalhealth.thelancet.com/2017/12/05/time-consider-police-brutality-global-health-problem

Top URLs in Tweet in G1:
[17] http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(17)31592-1/abstract
[12] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/centres/globalhealth/newssummary/news_28-11-2017-14-43-23
[9] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/centres/globalhealth/newssummary/news_1-12-2017-16-31-23
[8] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/centres/globalhealth/newssummary/news_14-11-2017-11-36-6
[7] https://twitter.com/womeningh/status/936393698908233728
[5] https://www.g20.org/en/g20-argentina/thematic-areas
[4] http://www.ihi.org/education/Conferences/AfricaForum/Pages/default.aspx
[4] https://www.amazon.com/Introduction-Global-Health-Delivery/dp/019066245X
[3] http://thelancet.com/journals/lancet/article/PIIS0140-6736(17)32903-3/fulltext?dgcid=etoc-edschoice_email_Dec&utm_content=buffer47918&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.ncbi.nlm.nih.gov/pubmed/28934402https://www.ncbi.nlm.nih.gov/pubmed/28934402

Top URLs in Tweet in G2:
[9] http://globalhealthfilm.org/2017
[9] https://www.fsg.org/blog/dapivirine-ring-next-frontier-hiv-prevention
[8] http://globalhealth.org/ghls/
[5] https://www.scienceopen.com/search#collection/c29ca591-68c5-44b9-b7b0-f2d3e02f97b8
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5652615/
[5] https://twitter.com/GHFilm/status/935534962564042752
[4] https://www.raptim.org/
[4] http://synergies.oregonstate.edu/2017/seeing-is-believing/?utm_content=bufferc0b2c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/aafp/status/937441463029428224
[4] http://MarketBookshelf.com

Top URLs in Tweet in G3:
[8] https://twitter.com/globalhealthbmj/status/930115899910180864
[5] https://twitter.com/ghn_news/status/935502824011698178
[5] https://www.devex.com/news/opinion-big-data-can-prevent-global-health-crises-it-s-time-to-make-the-most-of-it-88967#.Wh705cBVNOY.twitter
[4] http://www.tandfonline.com/doi/abs/10.1080/11287462.2011.10800693?cookieSet=1
[3] http://myemail.constantcontact.com/November-2017-Bulletin.html?soid=1112846108446&aid=8V1AEZigU8s
[3] https://www.dovepress.com/prevalence-and-causes-of-blindness-visual-impairment-and-cataract-surg-peer-reviewed-article-OPTH
[3] http://indianexpress.com/article/india/soumya-swaminathan-to-take-charge-as-who-deputy-dg-in-december-4955195/
[2] https://www.fic.nih.gov/News/Pages/2017-emerging-global-leader-k43-awards.aspx
[2] https://twitter.com/UCBerkeley/status/937728720273625089
[2] http://cugh2018.org/velji-awards

Top URLs in Tweet in G4:
[7] https://www.amazon.com/Introduction-Global-Health-Delivery/dp/019066245X
[5] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2017.0913?cookieSet=1
[2] https://www.omwho.utihp.org/register
[2] https://twitter.com/IHME_UW/status/936679670719840256
[2] https://wwwnc.cdc.gov/eid/article/23/13/17-0544_article
[1] https://twitter.com/i/web/status/938382383216291840
[1] https://twitter.com/i/web/status/938363850751168512
[1] https://twitter.com/i/web/status/935599370266914821
[1] https://twitter.com/i/web/status/935599916839292928
[1] https://twitter.com/i/web/status/936879181954138113

Top URLs in Tweet in G5:
[14] http://MarketBookshelf.com
[9] http://marketbookshelf.com
[5] http://Marketbookshelf.com
[4] http://globalhealth.unc.edu/news/feature-stories/fighting-hpv/
[3] https://nextbillion.net/news/malaria-resists-treatment-experts-warn-global-crisis/
[3] https://nextbillion.net/news/processed-food-global-health-crisis/
[3] http://bit.ly/2AfRZia
[2] https://www.intrahealth.org/vital/global-health-cause-we-can-all-get-behind@npaterni?utm_content=bufferf92d2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://medium.com/usaid-2030/8-ways-usaid-drives-investments-in-global-health-5075491999c1
[2] https://buff.ly/2nbLVoc

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=WhEHOD3ZW9U&feature=youtu.be
[2] https://bu.silkroad.com/epostings/index.cfm?fuseaction=app.jobinfo&id=23&jobid=301401&company_id=15509&version=1&source=ONLINE&JobOwner=1016383&level=levelid2&levelid2=20820&startflag=3
[2] https://bu.silkroad.com/epostings/index.cfm?fuseaction=app.jobinfo&id=23&jobid=301399&company_id=15509&version=1&source=ONLINE&JobOwner=1016383&level=levelid2&levelid2=20820&startflag=3
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3043605
[1] https://globalhealth.org/ghls-agenda/
[1] https://twitter.com/lemondefr/status/935158122913652736
[1] https://paper.li/TwistedBacteria/1353443343?edition_id=2a9a8310-d390-11e7-a509-0cc47a0d164b
[1] https://twitter.com/i/web/status/935214253770002432
[1] https://twitter.com/MentorNet_CSIH/status/935227459359817728
[1] http://nyti.ms/2iY960C

Top URLs in Tweet in G7:
[15] http://ow.ly/Rlno30gWHnB?utm_content=buffer2fa9b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://ow.ly/JZpi30h21Dt?utm_content=bufferea228&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.nytimes.com/reuters/2017/11/30/world/africa/30reuters-health-aids-vaccine.html?_r=0&utm_content=buffer61c24&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.statnews.com/2017/11/27/scarlet-fever-cases/?utm_content=buffer57cbf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.phi.org/news-events/1346/gojovens-ivonne-miranda-chosen-as-family-planning-leader-for-120-under-40-award?platform=hootsuite
[4] http://ow.ly/Kjvm30gPLdd?utm_content=buffer0a63d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://ow.ly/Q1GY30gSSCm
[3] http://twiplomacy.com/blog/helping-vaccineswork-twiplomatic-approach/
[3] https://www.statnews.com/2017/12/01/fake-medicines-who-surveillance/
[3] https://www.wsj.com/articles/in-rwanda-drones-deliver-medical-supplies-to-remote-areas-1512124200?utm_content=buffer52846&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[14] https://www.mcgill.ca/globalhealth/
[7] https://www.mcgill.ca/globalhealth/summer-institute
[6] http://www.mcgill.ca/globalhealth/channels/event/mcgill-global-health-film-festival-282917
[5] http://thelancet.com/journals/lancet/article/PIIS0140-6736(17)32903-3/fulltext?dgcid=etoc-edschoice_email_Dec&utm_content=buffer47918&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.mcgill.ca/globalhealth/node/2386
[3] https://www.mcgill.ca/globalhealth/node/2198
[3] https://twitter.com/francetim/status/935618361785909248
[3] https://buff.ly/2j0HaJr
[3] https://buff.ly/2ne2Who
[2] https://twitter.com/APLMA_Malaria/status/938315302642814977

Top URLs in Tweet in G9:
[5] http://globalhealthgovernance.org/blog/2017/12/1/how-to-find-data-on-infectious-disease-outbreaks
[5] http://www.sciencedirect.com/science/journal/02779536/195/supp/C?dgcid=raven_sd_via_email
[3] http://www.jobs.ac.uk/job/BGB168/research-associate/
[2] http://www.healthaffairs.org/toc/hlthaff/current?cookieSet=1
[1] https://twitter.com/i/web/status/938400442584850433
[1] https://twitter.com/i/web/status/935915885772066816
[1] https://twitter.com/i/web/status/937390144675598336
[1] https://twitter.com/i/web/status/935070209060364294
[1] https://twitter.com/i/web/status/933412511357067264
[1] https://twitter.com/i/web/status/935458330574716930

Top URLs in Tweet in G10:
[7] http://nyti.ms/2A43POH
[6] http://bit.ly/2A4sVgo
[6] https://www.globalhealthnow.org/2017-11/century-after-1918-flu-pandemic-preparedness-still-lacking?utm_term=0_8d0d062dbd-2962d48431-2867805&utm_content=buffer9aeef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://reliefweb.int/report/sudan/more-haemorrhagic-fever-cases-eastern-sudan?utm_content=bufferf54be&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://wapo.st/2mXOEkR
[4] https://news.wisc.edu/in-the-heart-of-devastating-outbreak-research-team-unlocks-secrets-of-ebola/?utm_content=buffer86d16&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.nst.com.my/news/government-public-policy/2017/11/307960/dengue-remains-number-one-infectious-disease-malaysia?utm_content=buffer7341c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://buff.ly/2AcQGCD
[2] http://www.nejm.org/doi/full/10.1056/NEJMsr1600236?rss=searchAndBrowse&&utm_content=bufferecb8b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#t=article
[2] http://www.telegraph.co.uk/travel/destinations/africa/articles/plague-outbreak-madagascar-safe-to-travel/?utm_content=buffere9692&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[1462] twitter.com
[72] ow.ly
[60] thelancet.com
[52] ac.uk
[39] mcgill.ca
[34] paper.li
[33] marketbookshelf.com
[30] raptim.org
[26] buff.ly
[24] statnews.com

Top Domains in Tweet in G1:
[168] twitter.com
[33] ac.uk
[22] thelancet.com
[6] g20.org
[6] ihi.org
[4] amazon.com
[3] statnews.com
[3] ow.ly
[3] nih.gov
[3] nytimes.com

Top Domains in Tweet in G2:
[253] twitter.com
[15] paper.li
[9] nih.gov
[9] globalhealthfilm.org
[9] fsg.org
[8] globalhealth.org
[7] reuters.com
[7] buff.ly
[7] raptim.org
[6] ebmdatalab.net

Top Domains in Tweet in G3:
[144] twitter.com
[5] nih.gov
[5] devex.com
[4] tandfonline.com
[3] thelancet.com
[3] constantcontact.com
[3] dovepress.com
[3] indianexpress.com
[2] cugh2018.org
[2] quora.com

Top Domains in Tweet in G4:
[68] twitter.com
[7] amazon.com
[5] healthaffairs.org
[2] utihp.org
[2] ow.ly
[2] cdc.gov
[1] utoronto.ca
[1] healthdata.org
[1] photoshare.org
[1] mailchi.mp

Top Domains in Tweet in G5:
[108] twitter.com
[28] marketbookshelf.com
[6] nextbillion.net
[4] unc.edu
[3] bit.ly
[2] intrahealth.org
[2] medium.com
[2] buff.ly
[2] rtexpert.com
[2] fsg.org

Top Domains in Tweet in G6:
[99] twitter.com
[4] silkroad.com
[3] paper.li
[3] youtube.com
[3] thelancet.com
[3] nytimes.com
[2] devex.com
[2] fb.me
[2] duke.edu
[1] ssrn.com

Top Domains in Tweet in G7:
[36] twitter.com
[33] ow.ly
[12] statnews.com
[8] phi.org
[7] nytimes.com
[5] economist.com
[3] twiplomacy.com
[3] buff.ly
[3] wsj.com
[3] latimes.com

Top Domains in Tweet in G8:
[45] twitter.com
[35] mcgill.ca
[6] buff.ly
[5] thelancet.com
[2] healthsystemsglobal.org
[1] cugh2018.org
[1] globalhealthnow.org
[1] globalhealth.org

Top Domains in Tweet in G9:
[21] twitter.com
[5] globalhealthgovernance.org
[5] sciencedirect.com
[3] ac.uk
[2] healthaffairs.org
[1] ow.ly

Top Domains in Tweet in G10:
[32] twitter.com
[7] nyti.ms
[7] bit.ly
[6] globalhealthnow.org
[5] reliefweb.int
[5] cdc.gov
[5] wapo.st
[5] buff.ly
[4] wisc.edu
[4] com.my

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2494] globalhealth
[131] hiv
[123] givingtuesday
[107] wlgh17
[103] lancetwomen
[103] sdgs
[98] worldaidsday
[82] leadership
[74] publichealth
[74] health



Top Hashtags in Tweet in G1:
[523] globalhealth
[83] lancetwomen
[81] wlgh17
[61] leadership
[59] healthworkforce
[51] sdgs
[47] gh5050
[45] genderequity
[39] ghdlondon17
[29] genderparity

Top Hashtags in Tweet in G2:
[583] globalhealth
[31] hiv
[31] givingtuesday
[30] ghls17
[29] health
[24] worldaidsday
[21] publichealth
[19] globaldev
[18] africa
[17] women

Top Hashtags in Tweet in G3:
[220] globalhealth
[22] roadsafety
[22] blockchain
[13] worldaidsday
[12] cryptocurrency
[12] cugh2018
[10] bioethics
[9] ncd
[9] safesurgery
[8] zika

Top Hashtags in Tweet in G4:
[89] globalhealth
[12] seattle
[11] mghd
[11] uhc
[9] ughe
[9] gdhf2017
[8] ehealth
[8] global
[8] digitalhealth
[8] startup

Top Hashtags in Tweet in G5:
[183] globalhealth
[24] india
[22] healthcare
[20] research
[8] givingtuesday
[7] aids
[7] triangletuesdays
[6] marketresearch
[6] endaids
[5] malaria

Top Hashtags in Tweet in G6:
[57] globalhealth
[10] publichealth
[7] medicalanthropology
[7] hiv
[4] malaria
[3] health
[3] aids
[3] africa
[2] healthcare
[2] givingtuesday

Top Hashtags in Tweet in G7:
[87] globalhealth
[17] rwanda
[8] cholera
[8] yemen
[7] zika
[7] vaccineswork
[7] dengue
[7] liberia
[7] ebola
[5] vaccine

Top Hashtags in Tweet in G8:
[80] globalhealth
[23] infectiousdiseases
[10] hiv
[10] mcgill
[9] diabetes
[7] montreal
[6] tuberculosis
[5] changingdiabetes
[5] knowyourrisk
[5] insulin

Top Hashtags in Tweet in G9:
[62] globalhealth
[41] medsoc
[36] sts
[17] edinburgh
[13] socialscience
[8] worldaidsday
[6] publichealth
[5] ecr
[5] socsci
[5] sociology

Top Hashtags in Tweet in G10:
[50] globalhealth
[9] givingtuesday
[8] ghsakampla
[7] malaria
[5] preventablediseases
[5] cdcfoundation
[4] vaccineswork
[3] charity
[3] tb
[3] books

Top Words
Top Words in Tweet in Entire Graph:
[3105] Words in Sentiment List#1: Positive
[1549] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[89513] Non-categorized Words
[94167] Total Words
[2522] globalhealth
[1003] health
[618] global
[430] new
[290] s

Top Words in Tweet in G1:
[529] globalhealth
[183] leadership
[179] health
[178] womeningh
[149] women
[147] thelancet
[133] global
[111] action
[98] need
[93] gender

Top Words in Tweet in G2:
[583] globalhealth
[156] health
[80] s
[74] out
[74] global
[52] new
[50] today
[48] research
[45] day
[43] more

Top Words in Tweet in G3:
[222] globalhealth
[77] health
[60] global
[43] research
[37] johnshopkinssph
[36] hopkinsinjuries
[34] new
[34] fogarty_nih
[33] latest
[32] news

Top Words in Tweet in G4:
[102] globalhealth
[73] health
[49] global
[35] uwghrc
[32] agnesbinagwaho
[31] ughe_org
[25] more
[22] new
[21] ihme_uw
[18] information

Top Words in Tweet in G5:
[183] globalhealth
[43] trianglegh
[33] usaid
[32] s
[31] research
[31] nextbillionhc
[29] intrahealth
[27] new
[24] healthcare
[23] out

Top Words in Tweet in G6:
[60] globalhealth
[33] health
[24] global
[10] publichealth
[10] hiv
[9] world
[9] new
[8] out
[8] medical
[7] malaria

Top Words in Tweet in G7:
[87] globalhealth
[77] gaviseth
[25] vaccine
[24] against
[23] meet
[22] rwanda
[21] drones
[21] part
[20] medical
[19] fight

Top Words in Tweet in G8:
[80] globalhealth
[57] mcgillghp
[55] health
[42] mcgill
[40] global
[39] summer
[39] mcgillu
[27] now
[26] more
[26] institute

Top Words in Tweet in G9:
[62] globalhealth
[49] pickersgillm
[47] new
[44] edinburghuni
[41] medsoc
[39] wellcometrust
[38] research
[36] details
[36] 'biomedicine
[36] self

Top Words in Tweet in G10:
[56] cepivaccines
[50] globalhealth
[31] health
[30] global
[22] security
[22] save
[20] cdcgov
[16] number
[16] latest
[16] uganda

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[482] global,health
[118] check,out
[86] follow,lancetwomen
[77] leadership,globalhealth
[74] call,action
[68] need,focus
[68] focus,gender
[68] gender,representation
[68] representation,discrepancy
[68] discrepancy,between

Top Word Pairs in Tweet in G1:
[122] global,health
[72] follow,lancetwomen
[65] leadership,globalhealth
[62] call,action
[59] need,focus
[59] focus,gender
[59] gender,representation
[59] representation,discrepancy
[59] discrepancy,between
[59] between,healthworkforce

Top Word Pairs in Tweet in G2:
[45] global,health
[29] check,out
[22] film,festival
[19] hiv,aids
[16] out,latest
[16] globalhealth,film
[15] find,out
[13] public,health
[13] interested,globalhealth
[13] s,globalhealth

Top Word Pairs in Tweet in G3:
[50] global,health
[22] hopkinsinjuries,johnshopkinsih
[22] check,out
[21] r,d
[19] globalhealth,r
[14] 1,275
[14] 275,foreign
[14] foreign,ngos
[14] globalhealth,funding
[12] fact,sheet

Top Word Pairs in Tweet in G4:
[36] global,health
[15] uwghrc,ihme_uw
[14] health,champion
[12] vice,chancellor
[12] chancellor,agnesbinagwaho
[11] project,open
[11] open,call
[11] call,global
[11] global,case
[11] case,studies

Top Word Pairs in Tweet in G5:
[21] check,out
[13] new,resource
[12] out,new
[12] globalhealth,research
[11] global,health
[11] private,sector
[10] globalhealth,community
[10] member,meeting
[9] rh_supplies,usaid
[9] meeting,today

Top Word Pairs in Tweet in G6:
[14] global,health
[9] publichealth,globalhealth
[7] globalhealth,medicalanthropology
[4] hiv,aids
[4] check,out
[3] fight,against
[3] against,hiv
[2] infant,mortality
[2] child,health
[2] re,launch

Top Word Pairs in Tweet in G7:
[18] fight,against
[15] meet,medical
[15] medical,drones
[15] drones,taking
[15] taking,rwanda
[15] rwanda,well
[15] well,ahead
[15] ahead,wealthier
[15] wealthier,countries
[15] countries,wsj

Top Word Pairs in Tweet in G8:
[40] global,health
[24] learn,more
[22] mcgill,summer
[19] mcgillu,faculty
[16] summer,institute
[15] interprofessional,global
[15] health,course
[15] institute,infectious
[14] seemed,take
[14] take,age

Top Word Pairs in Tweet in G9:
[36] details,new
[36] new,edinburghuni
[36] edinburghuni,wellcometrust
[36] wellcometrust,research
[36] research,'biomedicine
[36] 'biomedicine,self
[36] self,society'
[36] society',sts
[36] sts,medsoc
[35] pickersgillm,details

Top Word Pairs in Tweet in G10:
[28] global,health
[22] health,security
[14] security,save
[14] save,lives
[14] lives,cdcgov
[14] cdcgov,announces
[14] announces,release
[14] release,special
[14] special,supplement
[13] onehealthw,global

Top Replied-To
Top Replied-To in Entire Graph:
@michaelmarmot
@pih_rwanda
@trianglegh
@ehealthwork
@untappedshores
@greghuntmp
@gofundnutrition
@uob_iahr
@ptaylor_ottawa
@keeleuniversity

Top Replied-To in G1:
@ishwariamd
@ptaylor_ottawa
@stefanswartpet
@goran_tomson
@komal_ghnut
@cducsubt
@cepivaccines
@geovannyvicentr
@cazacuofelia

Top Replied-To in G2:
@greghuntmp
@sciencechiefau
@gofundnutrition
@womeningh
@wfpha_fmasp
@uob_iahr
@keeleuniversity
@antonioguterres
@kstoreng
@wearesfgh

Top Replied-To in G3:
@researchafrica

Top Replied-To in G4:
@ehealthwork
@pih_rwanda
@simonharristd
@agnesbinagwaho
@whss2017
@ziadkhatib
@globalhealth

Top Replied-To in G5:
@trianglegh
@northernareawc
@mswami001
@saishopkins

Top Replied-To in G7:
@chriscoons

Top Replied-To in G8:
@kentbuse

Top Replied-To in G10:
@flotus

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@womeningh
@who
@gaviseth
@ghcorps
@cepivaccines
@kentbuse
@ghc_iheid
@mcgillghp
@cdcglobal

Top Mentioned in G1:
@womeningh
@thelancet
@who
@ghc_iheid
@kentbuse
@think_sdgs
@ilonakickbusch
@globalhlth5050
@drtedros
@idrc_crdi

Top Mentioned in G2:
@globalhealthorg
@who
@thelancet
@pfizer
@globalhealthsim
@unioslo_gh
@thetlinks
@deborahfab_
@ghfilm
@heardatunsw

Top Mentioned in G3:
@johnshopkinssph
@hopkinsinjuries
@fogarty_nih
@johnshopkinsih
@ahyder1
@who
@ghtcoalition
@doctorsoumya
@kaiserfamfound
@ghn_news

Top Mentioned in G4:
@uwghrc
@agnesbinagwaho
@ughe_org
@ihme_uw
@pih_rwanda
@joiamukherjee
@equitylist
@globalhealth
@k4health
@charityh4tw

Top Mentioned in G5:
@trianglegh
@nextbillionhc
@usaid
@intrahealth
@dukeghi
@rh_supplies
@wdi_michigan
@rti_intl
@npaterni
@randall_kramer

Top Mentioned in G6:
@diamedicauk
@jzhei
@harvardcfar
@megtra

Top Mentioned in G7:
@gaviseth
@wsj
@zipline
@ghfpii
@statnews
@villagereach
@phidotorg
@jselanikio
@theeconomist
@gojovenphi

Top Mentioned in G8:
@mcgillghp
@mcgillu
@francetim
@mcgillmaccampus
@mcgill
@h_s_global
@paimadhu
@tcs_mark
@bobbyramakant
@who

Top Mentioned in G9:
@pickersgillm
@edinburghuni
@wellcometrust
@devisridhar
@rebeccakatz5
@lgostin
@georgetown
@unni_gopinathan
@oneillinstitute
@globalgtown

Top Mentioned in G10:
@cepivaccines
@cdcgov
@onehealthw
@scharschool
@gregkoblentz
@jenkatesdc
@sabinvaccine
@cdcfound
@gaviseth
@kmcmanusmd

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@dannyshooknews
@nilimajumder
@alevergara78
@charitynewsuk
@themseries1
@lopezgovlaw
@scalarbioenergy
@ottlegalrebels
@huffpost

Top Tweeters in G1:
@nilimajumder
@lopezgovlaw
@annoula64
@mlczone
@pfanderson
@nxtstop1
@croakeyblog
@trigorosa
@miamigives
@ben_hr

Top Tweeters in G2:
@rjstrikers
@lizditz
@3blmedia
@sunstaronline
@thinkalot
@ajidsok
@hcsmnews
@anoopkular
@pndblog
@huffpostblog

Top Tweeters in G3:
@indianexpress
@foxnews
@evanderburg
@cnn
@die_primel
@dremtee
@jaswtaylor1
@alfredsunil
@csis
@biociencia2013

Top Tweeters in G4:
@charitynewsuk
@scalarbioenergy
@bot_innovation
@irishtimes
@magarya
@biconnections
@insidestat
@caring_mobile
@smartmedrt
@marcventresca

Top Tweeters in G5:
@nytimes
@abc
@socialgoodstuff
@newsobserver
@hugorelly
@socialchangeaus
@socentlive
@allcorgis
@debssweet
@mocanumihaela14

Top Tweeters in G6:
@dannyshooknews
@andysugs
@donjohnstonlc
@bigdatablogs
@aarc83
@olusegunmedupin
@jzhei
@badc0da
@flyingkrazykat
@tlilanguages

Top Tweeters in G7:
@bbcnews
@scopedbylarry
@wsj
@latimes
@zimmermann_st
@theeconomist
@ifindinternship
@voxdotcom
@shab302611
@newyorker

Top Tweeters in G8:
@saragomezaranci
@boywonderelroy
@tortugadiaz
@robinmacnab
@simsron
@jenfryreyesonly
@wright1000
@dr_kaduru
@barbararother1
@ntizimira

Top Tweeters in G9:
@bostonglobe
@lexalexander
@tomlevenson
@steplor
@2017asfuck
@seneska
@gkbhambra
@pickersgillm
@wellcometrust
@skape_ed

Top Tweeters in G10:
@jornalistavitor
@1postpartummama
@crof
@linlanee_luli
@thefebrilemuse
@masp1982
@statedept
@nasa
@diagnosticchick
@arghya_whiwc