FAQ | Problem?

Malaria_2017-05-19_09-13-35.xlsx
Malaria_2017-05-19_09-13-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2017
Short Description:
Malaria via NodeXL http://bit.ly/2qBL5RC
@robdothutton
@fightingmalaria
@aclu
@globalfund
@link_lshtm
@who
@malarianomoreuk
@yvonnechakax2

Description:
Description
The graph represents a network of 4,956 Twitter users whose tweets in the requested range contained "Malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 May 2017 at 16:16 UTC.

The requested start date was Friday, 19 May 2017 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 2-day, 12-hour, 28-minute period from Tuesday, 16 May 2017 at 11:31 UTC to Friday, 19 May 2017 at 00:00 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 : 4956
Unique Edges : 5266
Edges With Duplicates : 1522
Total Edges : 6788
Self-Loops : 2249
Reciprocated Vertex Pair Ratio : 0.0252689517137853
Reciprocated Edge Ratio : 0.0492923377257199
Connected Components : 1792
Single-Vertex Connected Components : 1162
Maximum Vertices in a Connected Component : 514
Maximum Edges in a Connected Component : 1203
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.641517
Graph Density : 0.000166877197440402
Modularity : 0.685454
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[91] http://www.grandesmedios.com/buscando-origen-la-malaria/
[50] http://www.politifact.com/global-news/statements/2017/may/18/james-rockall/yes-indoor-air-pollution-kills-more-hivaids-malari/
[49] http://www.konfrontasi.com/content/ragam/sebuah-penelitian-menunjukkan-bahwa-penyakit-malaria-sudah-ada-di-zaman-romawi?utm_source=dlvr.it&utm_medium=twitter
[42] https://www.sciencenews.org/article/hybrid-protein-offers-malaria-protection
[38] http://vtv.gob.ve/africa-administrara-primera-vacuna-contra-la-malaria-en-2018/
[28] http://www.traveller24.com/News/Alerts/kruger-issues-malaria-warning-20170518
[27] https://www.sciencedaily.com/releases/2017/05/170518143819.htm
[26] https://twitter.com/UltraSuristic_/status/864731445532733440
[22] https://www.sciencedaily.com/releases/2017/05/170518143819.htm?utm_source=dlvr.it&utm_medium=twitter
[22] http://www.pbs.org/wgbh/nova/next/body/first-malaria-vaccine-30-years-in-the-making-to-be-trialed-in-africa/?utm_source=TWITTER&utm_medium=social&utm_term=20170518&utm_content=902438414&linkId=37705265

Top URLs in Tweet in G1:
[74] http://www.grandesmedios.com/buscando-origen-la-malaria/
[43] http://www.konfrontasi.com/content/ragam/sebuah-penelitian-menunjukkan-bahwa-penyakit-malaria-sudah-ada-di-zaman-romawi?utm_source=dlvr.it&utm_medium=twitter
[35] http://vtv.gob.ve/africa-administrara-primera-vacuna-contra-la-malaria-en-2018/
[27] https://www.sciencedaily.com/releases/2017/05/170518143819.htm
[24] https://twitter.com/UltraSuristic_/status/864731445532733440
[18] https://www.sciencedaily.com/releases/2017/05/170518143819.htm?utm_source=dlvr.it&utm_medium=twitter
[16] https://www.sciencenews.org/article/hybrid-protein-offers-malaria-protection
[8] http://tabloidjubi.com/artikel-6275-aplma-papua-di-posisi-teratas-empat-besar-penyumbang-malaria.html?utm_source=dlvr.it&utm_medium=twitter
[8] http://www.traveller24.com/
[8] http://www.traveller24.com/News/Alerts/kruger-issues-malaria-warning-20170518

Top URLs in Tweet in G2:
[2] https://twitter.com/RobDotHutton/status/864561677014110209
[1] https://twitter.com/i/web/status/864561677014110209

Top URLs in Tweet in G3:
[1] https://www.theguardian.com/world/2017/may/15/trump-abortion-rule-mexico-city-policy

Top URLs in Tweet in G4:
[14] http://www.afro.who.int/en/nigeria/press-materials/item/9595-who-intensifies-health-sector-support-to-avert-malaria-crisis-in-the-north-east-nigeria.html
[8] https://medium.com/m/global-identity?redirectUrl=https://thedevelopmentset.com/the-unrelenting-specter-of-drug-resistant-malaria-da11f736c973
[7] http://www.who.int/mediacentre/news/releases/2017/half-deaths-recorded/en/
[7] http://elpais.com/elpais/2017/05/11/planeta_futuro/1494503716_490558.html
[6] http://economictimes.indiatimes.com/articleshow/58667332.cms?utm_content=buffer94601&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://stories.undp.org/fighting-malaria
[4] https://www.edx.org/course/malariax-defeating-malaria-genes-globe-harvardx-ph425x?utm_source=Twitter&utm_medium=Social&utm_campaign=Chan-Twitter-General#!
[4] https://www.bloomberg.com/news/articles/2017-05-03/dna-fingerprinting-throws-doubt-on-glaxo-malaria-vaccine-effort
[4] https://sciencenow.unaids.org/post/health-systems-and-services-41
[3] https://globenewswire.com/news-release/2017/05/16/985745/0/en/Landmark-Agreement-Signed-to-Prevent-Malaria-in-Pregnancy-and-Reduce-Life-threatening-Complications-in-sub-Saharan-Africa.html?utm_content=bufferdf401&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/864834747721056256
[1] https://twitter.com/i/web/status/864649028213944320
[1] https://twitter.com/i/web/status/864559239821271040
[1] https://twitter.com/i/web/status/864473310087663618
[1] https://twitter.com/i/web/status/863247574693625856

Top URLs in Tweet in G6:
[50] http://www.politifact.com/global-news/statements/2017/may/18/james-rockall/yes-indoor-air-pollution-kills-more-hivaids-malari/

Top URLs in Tweet in G7:
[17] http://tasks.hotosm.org/?sort_by=priority&direction=asc&search=Eliminate+Malaria
[5] https://www.mapbox.com/malaria-mapping/#5.04/-19.330/24.313
[2] http://tasks.hotosm.org/?sort_by=priority&direction=asc&search=Eliminate%20Malaria
[1] https://twitter.com/i/web/status/865247767505113089
[1] https://twitter.com/i/web/status/864856283077201921
[1] https://twitter.com/i/web/status/863366720643321856
[1] https://twitter.com/i/web/status/864966316184272897
[1] https://twitter.com/i/web/status/863036091284299777
[1] https://twitter.com/i/web/status/865255883432878080
[1] https://twitter.com/i/web/status/864487442811891712

Top URLs in Tweet in G8:
[23] https://www.sciencenews.org/article/hybrid-protein-offers-malaria-protection

Top URLs in Tweet in G9:
[10] http://ow.ly/qAv130bOn7v
[2] http://ow.ly/TApK30bKV1j
[2] https://www.weforum.org/agenda/2017/04/92-of-malaria-deaths-take-place-in-just-one-region-heres-how-we-can-change-that?utm_content=buffer7ad36&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://citizen.co.za/news/news-national/1514973/chaka-chaka-teams-up-with-health-department-to-fight-malaria/
[1] https://twitter.com/i/web/status/864467423516385282
[1] https://twitter.com/i/web/status/864731148475387909
[1] https://twitter.com/i/web/status/864414798347423744
[1] https://www.weforum.org/agenda/2017/04/92-of-malaria-deaths-take-place-in-just-one-region-heres-how-we-can-change-that?utm_content=buffer9378b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/856119261261172736
[1] https://twitter.com/i/web/status/862427304571654144

Top URLs in Tweet in G10:
[1] https://fb.me/8JweT6p56

Top Domains
Top Domains in Tweet in Entire Graph:
[637] twitter.com
[94] fb.me
[91] grandesmedios.com
[55] co.za
[51] sciencedaily.com
[50] politifact.com
[50] konfrontasi.com
[48] feedburner.com
[45] sciencenews.org
[44] gob.ve

Top Domains in Tweet in G1:
[213] twitter.com
[74] grandesmedios.com
[61] fb.me
[47] feedburner.com
[47] sciencedaily.com
[44] konfrontasi.com
[38] gob.ve
[21] unikbaca.com
[19] sciencenews.org
[18] google.com

Top Domains in Tweet in G2:
[3] twitter.com

Top Domains in Tweet in G3:
[1] theguardian.com

Top Domains in Tweet in G4:
[47] twitter.com
[23] who.int
[8] indiatimes.com
[8] medium.com
[7] fb.me
[7] elpais.com
[5] undp.org
[4] healio.com
[4] edx.org
[4] bloomberg.com

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[50] politifact.com

Top Domains in Tweet in G7:
[19] hotosm.org
[7] twitter.com
[5] mapbox.com

Top Domains in Tweet in G8:
[23] sciencenews.org

Top Domains in Tweet in G9:
[12] ow.ly
[8] twitter.com
[3] weforum.org
[2] co.za
[1] co.ke

Top Domains in Tweet in G10:
[1] fb.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[654] malaria
[308] globalgagrule
[98] salud
[87] oneactagainstmalaria
[45] endmalaria
[38] colartworks
[31] 5x1000
[28] news
[27] zika
[26] africastopmalaria



Top Hashtags in Tweet in G1:
[100] malaria
[77] salud
[69] oneactagainstmalaria
[23] news
[21] bokep
[19] nigeria
[18] noseeum
[18] repellent
[17] mosquito
[15] bite

Top Hashtags in Tweet in G3:
[287] globalgagrule

Top Hashtags in Tweet in G4:
[152] malaria
[32] endmalaria
[16] bednet
[12] defeatmalaria
[9] hiv
[8] chad
[7] healthdata
[7] mosquitos
[6] usenets
[6] india

Top Hashtags in Tweet in G5:
[2] いいオッパイの日
[2] マツコの知らない世界
[2] 目が
[2] 意見交換会
[2] スニリプ
[2] imas_cg
[2] 佐久間まゆ
[2] fgo
[2] 未確認で進行形

Top Hashtags in Tweet in G7:
[13] eliminatemalaria
[6] malaria
[5] cambridge
[3] mapswipe
[3] mapping
[2] worldhealthday

Top Hashtags in Tweet in G9:
[8] malaria
[3] health
[2] unicef
[2] nmcp
[1] limpopo

Top Words
Top Words in Tweet in Entire Graph:
[1820] Words in Sentiment List#1: Positive
[2043] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[77166] Non-categorized Words
[81029] Total Words
[4355] malaria
[826] cars
[544] more
[511] new
[500] people

Top Words in Tweet in G1:
[1424] malaria
[102] di
[91] blood
[86] red
[85] against
[81] salud
[81] natural
[80] resistance
[79] cell
[77] variation

Top Words in Tweet in G2:
[820] cars
[410] robdothutton
[410] buying
[410] new
[410] british
[410] people
[410] already
[410] pretty
[410] much
[410] same

Top Words in Tweet in G3:
[287] trump's
[287] globalgagrule
[287] expansion
[287] devastate
[287] programs
[287] family
[287] planning
[287] maternal
[287] health
[287] hiv

Top Words in Tweet in G4:
[237] malaria
[70] globalfund
[48] w
[36] fightingmalaria
[35] today
[34] onecampaign
[32] endmalaria
[32] faith
[30] whonigeria
[29] drug

Top Words in Tweet in G5:
[10] 男
[10] 百合厨
[7] malaria_pest
[6] 目が
[6] 俺
[5] toricolobockle
[5] luck_0827
[4] っ
[4] 関裕美
[4] 関ちゃんおめでとう

Top Words in Tweet in G6:
[50] yes
[50] indoor
[50] air
[50] pollution
[50] kills
[50] more
[50] hiv
[50] aids
[50] malaria
[50] tb

Top Words in Tweet in G7:
[57] hotosm
[57] malaria
[48] map
[45] digitalglobe
[39] mapping
[34] buildings
[26] join
[23] mappers
[21] few
[21] minutes

Top Words in Tweet in G8:
[54] protein
[52] sciencenews
[32] mash
[32] up
[32] make
[32] red
[32] blood
[32] cells
[32] more
[32] squishy

Top Words in Tweet in G9:
[61] malaria
[25] yvonnechakax2
[22] limpopo
[11] sabcnewsonline
[11] now
[11] catch
[11] up
[11] legendary
[11] philanthropist
[11] diet

Top Words in Tweet in G10:
[40] culturizando
[40] primera
[40] vacuna
[40] contra
[40] malaria
[40] paludismo
[40] fue
[40] desarrollada
[39] médico
[39] colombiano

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[412] pretty,much
[411] buying,new
[411] new,cars
[411] cars,british
[411] british,people
[411] people,already
[411] already,cars
[411] cars,pretty
[411] much,same
[411] same,protecting

Top Word Pairs in Tweet in G1:
[84] red,blood
[79] against,malaria
[79] blood,cell
[76] resistance,malaria
[74] buscando,origen
[74] origen,malaria
[74] malaria,salud
[73] malaria,linked
[73] human,red
[72] natural,resistance

Top Word Pairs in Tweet in G2:
[410] buying,new
[410] new,cars
[410] cars,british
[410] british,people
[410] people,already
[410] already,cars
[410] cars,pretty
[410] pretty,much
[410] much,same
[410] same,protecting

Top Word Pairs in Tweet in G3:
[287] trump's,globalgagrule
[287] globalgagrule,expansion
[287] expansion,devastate
[287] devastate,programs
[287] programs,family
[287] family,planning
[287] planning,maternal
[287] maternal,health
[287] health,hiv
[287] hiv,malaria

Top Word Pairs in Tweet in G4:
[25] capitol,today
[25] today,tomorrow
[25] tomorrow,support
[25] support,w
[25] w,faith
[25] faith,based
[25] based,coalition
[25] coalition,onecampaign
[25] onecampaign,globalfund
[25] globalfund,protect

Top Word Pairs in Tweet in G5:
[4] 目が,目が
[2] 過去絵な,いいオッパイの日
[2] そりゃとときんにだって高校生の時期はあったし,暑がりだから汗でブラも透けたりしたさ
[2] ハピエレ運営のソシャゲが皆使えなくなってる中,旧
[2] 旧,あんガル入れねぇ
[2] あんガル入れねぇ,って言ってるあんガル勢鍛えられすぎでしょ
[2] 今放送中のエロマンガ先生のこのカットの原画を書いたのがシンデレラガールズ水本ゆかり役の藤田茜さんという話を聞いて開いた口が塞がらない,最近の声優さんのサブウェポンの充実ぶりが凄まじい
[2] 最近の声優さんのサブウェポンの充実ぶりが凄まじい,ちゃんとクレジットされてるし
[2] デレステ親指勢に優しい充電器www,マツコの知らない世界
[2] シノアリスからのご報告,5

Top Word Pairs in Tweet in G6:
[50] yes,indoor
[50] indoor,air
[50] air,pollution
[50] pollution,kills
[50] kills,more
[50] more,hiv
[50] hiv,aids
[50] aids,malaria
[50] malaria,tb
[47] politifact,yes

Top Word Pairs in Tweet in G7:
[21] few,minutes
[21] minutes,spare
[21] spare,join
[21] join,hotosm
[21] hotosm,digitalglobe
[21] digitalglobe,more
[21] more,3
[21] 3,000
[21] 000,mappers
[21] mappers,map

Top Word Pairs in Tweet in G8:
[52] sciencenews,protein
[32] protein,mash
[32] mash,up
[32] up,make
[32] make,red
[32] red,blood
[32] blood,cells
[32] cells,more
[32] more,squishy
[32] squishy,less

Top Word Pairs in Tweet in G9:
[11] now,catch
[11] catch,up
[11] up,legendary
[11] legendary,philanthropist
[11] philanthropist,yvonnechakax2
[11] malaria,diet
[11] diet,keeps
[11] keeps,looking
[10] limpopo,experiences
[10] experiences,worst

Top Word Pairs in Tweet in G10:
[40] primera,vacuna
[40] vacuna,contra
[40] contra,malaria
[40] malaria,paludismo
[40] paludismo,fue
[40] fue,desarrollada
[39] culturizando,primera
[39] desarrollada,médico
[39] médico,colombiano
[39] colombiano,manuel

Top Replied-To
Top Replied-To in Entire Graph:
@prohaskanation
@eddarrell
@malaria_pest
@joerogan
@borno
@healthza
@folha
@ziyos_sw
@angaruexclusive
@bulltan_cool

Top Replied-To in G1:
@rnsof2019
@doctormary4you
@bmatrou

Top Replied-To in G2:
@robdothutton

Top Replied-To in G4:
@borno
@alemuw1
@malakagharib
@pmigov
@aplma_malaria
@who
@malarianomoreuk
@harvardmalaria
@wwarn
@ricprice99

Top Replied-To in G5:
@malaria_pest
@bulltan_cool
@angaruexclusive
@luck_0827

Top Replied-To in G9:
@yvonnechakax2

Top Mentioned
Top Mentioned in Entire Graph:
@robdothutton
@aclu
@globalfund
@hotosm
@sciencenews
@who
@politifact
@thundfromund
@forrestmaready
@etweeetz

Top Mentioned in G1:
@tabaezmo
@sanewstodaynow
@_daevoo
@elshabbatt
@tegaski
@sueschro
@affair_state
@skalanews

Top Mentioned in G2:
@robdothutton
@rlmiddleton
@newsfondue

Top Mentioned in G3:
@aclu

Top Mentioned in G4:
@globalfund
@who
@onecampaign
@whonigeria
@fightingmalaria
@jennifernettles
@alemuw1
@aplma_malaria
@pmigov
@lynda85682965

Top Mentioned in G5:
@toricolobockle
@luck_0827
@dragooooooooon
@nikowarih
@thheethhee
@harusamelunch
@angaruexclusive
@zibakurei
@kurame_eg
@handamugen

Top Mentioned in G6:
@politifact
@monolargavista

Top Mentioned in G7:
@hotosm
@digitalglobe
@mapbox
@themissingmaps
@1spatial
@mottmacdonald
@bas_news
@russelldeffner
@steviemonster1
@youthmappers

Top Mentioned in G8:
@sciencenews

Top Mentioned in G9:
@yvonnechakax2
@sabcnewsonline
@metrofmsa
@thecitizen_news
@shamastoor
@malarianomorek
@wef
@freshbreakfast_
@goodbyemalariaz
@unicefkenya

Top Mentioned in G10:
@culturizando

Top Tweeters
Top Tweeters in Entire Graph:
@gemawahyuh
@occuworld
@noticiasvenezue
@jamesgreid
@cgnetwork
@news_portugal
@thus_spake
@uskeus
@rtwittear
@okezonenews

Top Tweeters in G1:
@occuworld
@jamesgreid
@cgnetwork
@news_portugal
@thus_spake
@uskeus
@rtwittear
@quetipotengo
@copiarpegar
@pairsonnalitesu

Top Tweeters in G2:
@sunnysingh_n6
@iamamro
@frances_coppola
@paulsandars
@glynmoody
@johnb78
@jackyholyoake
@joshspero
@sunny_hundal
@politicsuktd

Top Tweeters in G3:
@dichristine
@itswanda
@sharon_lynch
@lnghairthkrdbn
@watchdogsniffer
@rosalesrosina
@darlene09465021
@dianesnavely
@dalethibodeaux
@canrugger

Top Tweeters in G4:
@roomeezon
@sonja_jo
@economictimes
@britanniacomms
@zimleague
@nomoreslaves
@toourshores
@cidrimcidrim
@skysports
@slhayesfan33

Top Tweeters in G5:
@powan_
@rano_hiace
@ma108p
@rpqs4
@teoi2
@nikowarih
@f_ukkami
@lizhi3
@angaruexclusive
@dragooooooooon

Top Tweeters in G6:
@psychicstoner
@and1grad
@janersm
@2freelancer
@scumbag_chaos
@bbbgramps
@yogoldsmith
@mwt2008
@maxthecat2000
@newsradioklbj

Top Tweeters in G7:
@gis_sharer
@lalojimjuarez
@linuxmil
@xurxosanz
@fpgil
@buzz_zim
@airjump
@sorslibertas
@francisibe2
@elenotes

Top Tweeters in G8:
@unlewis
@jabbatm
@phpress
@jakwit
@inthecityafrica
@leezhka
@zuluhosting
@fromfurrin
@cforce4success
@littleelfesteph

Top Tweeters in G9:
@sabcnewsonline
@lebolola
@theeddie24ful
@thecitizen_news
@kay_giiegh
@tinasheza
@wef
@real_lady_ray
@kingnike007
@boosterselebano

Top Tweeters in G10:
@miguelantcruz02
@anandi2910
@culturizando
@andreszamudiofc
@ime9131
@patico409
@culturapotencia
@ideasusadas
@liz_k06
@ocantod