Malaria, Twitter, 7/31/2020 3:19:47 PM, 231496


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Malaria_2020-07-31_08-00-01.xlsx
Malaria_2020-07-31_08-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
Malaria via NodeXL https://bit.ly/2BJM89Y
@drdavidsamadi
@realdonaldtrump
@marybur15709213
@gitrdonelarry
@stella_immanuel
@donaldrusso994
@breaking911
@kelemencari
@schulteresearch
@dematrix_jsr

Top hashtags:
#malaria
#covid19
#hydroxychloroquine
#sleepunderthenetug

Description:
Description
The graph represents a network of 6,597 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, 31 July 2020 at 15:03 UTC.

The requested start date was Friday, 31 July 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 1-day, 3-hour, 35-minute period from Wednesday, 29 July 2020 at 07:06 UTC to Thursday, 30 July 2020 at 10:42 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 : 6597
Unique Edges : 3472
Edges With Duplicates : 7747
Total Edges : 11219
Number of Edge Types : 5
Retweet : 3688
MentionsInRetweet : 4395
Replies to : 972
Tweet : 572
Mentions : 1592
Self-Loops : 590
Reciprocated Vertex Pair Ratio : 0.0106255612092188
Reciprocated Edge Ratio : 0.0210276913964164
Connected Components : 902
Single-Vertex Connected Components : 266
Maximum Vertices in a Connected Component : 2797
Maximum Edges in a Connected Component : 5595
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.179054
Graph Density : 0.000155192103141871
Modularity : 0.593521
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,597 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, 31 July 2020 at 15:03 UTC.

The requested start date was Friday, 31 July 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 1-day, 3-hour, 35-minute period from Wednesday, 29 July 2020 at 07:06 UTC to Thursday, 30 July 2020 at 10:42 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 : Malaria
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:
[45] https://www.reuters.com/article/us-usa-trump-hydroxychloroquine/trump-on-faucis-high-approval-ratings-nobody-likes-me-idUSKCN24T30F
[11] https://www.middleeasteye.net/news/coronavirus-turkey-hydroxychloroquine-malaria-treatment-progress
[9] https://www.thelancet.com/journals/laninf/issue/current
[8] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs/Hydroxychloroquine.pdf
[8] https://www.bloomberg.com/tosv2.html?vid=&uuid=d87f0d60-d177-11ea-86c5-e1dc29cfb4d8&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yOC91LXMtY2FzZXMtcmlzZS0xLXRydW1wLWRlZmVuZHMtbWFsYXJpYS1kcnVnLXZpcnVzLXVwZGF0ZQ==
[7] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs/Hydroxychloroquine.pdf?fbclid=IwAR1lVp5ucnLK9g_crh1lro-BHlgFiqXT7sOP30lNVtTLvWCxZT5dcbB4MuM
[6] https://www.health24.com/Medical/Malaria/News/malaria-still-kills-1-100-a-day-it-cant-afford-to-lose-resources-to-coronavirus-20200425-2
[6] https://twitter.com/mattgertz/status/1288437515561697282
[5] https://www.statnews.com/2020/06/04/lancet-retracts-major-covid-19-paper-that-raised-safety-concerns-about-malaria-drugs/
[5] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs/hydroxychloroquine.pdf

Top URLs in Tweet in G1:
[1] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[1] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs/hydroxychloroquine.pdf
[1] https://twitter.com/RepMikeJohnson/status/1288208106984542209
[1] http://years.media

Top URLs in Tweet in G2:
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=d87f0d60-d177-11ea-86c5-e1dc29cfb4d8&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yOC91LXMtY2FzZXMtcmlzZS0xLXRydW1wLWRlZmVuZHMtbWFsYXJpYS1kcnVnLXZpcnVzLXVwZGF0ZQ==
[4] https://www.elmundo.es/internacional/2020/07/29/5f213e5a21efa0de448b4666.html
[3] https://www.bbc.com/news/world-us-canada-53575964
[3] https://twitter.com/Breaking911/status/1288604700661764098
[2] https://www.aljazeera.com/news/2020/07/coronavirus-trump-pushes-anti-malaria-drug-fauci-checks-200728130002239.html
[2] https://dailyguidenetwork.com/malaria-prevalence-declines-among-ghanaian-children/
[2] https://twitter.com/ndrew_lawrence/status/1288289838949707778
[2] https://twitter.com/damilola_md/status/1288468878775943169
[2] https://twitter.com/seyi42k/status/1288004348149207040
[2] https://hellocare.ng/Blogs?title=Economics-of-Malaria%3A-How-Much-Does-Malaria-Cost%3F-8cd5

Top URLs in Tweet in G3:
[4] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs/Hydroxychloroquine.pdf?fbclid=IwAR1lVp5ucnLK9g_crh1lro-BHlgFiqXT7sOP30lNVtTLvWCxZT5dcbB4MuM
[1] https://www.thefinancialdistrict.com.ph/post/trump-gets-mocked-for-promoting-discredited-hydroxychloroquine
[1] https://cdc.gov/
[1] https://health.usnews.com/doctors/stella-immanuel-586768
[1] https://www.bbc.co.uk/news/world-us-canada-53575964
[1] https://www.outlookindia.com/website/story/world-news-trump-defends-use-of-hydroxychloroquine-claims-it-works-in-early-stages-of-covid-19-infection/357581
[1] https://thehill.com/opinion/healthcare/492687-science-says-trump-was-right-malaria-drugs-need-to-be-pursued-as-a
[1] https://twitter.com/peterbakernyt/status/1288232383985090561

Top URLs in Tweet in G4:
[1] https://twitter.com/hustleuthman/status/1288764283627732992

Top URLs in Tweet in G5:
[10] https://www.middleeasteye.net/news/coronavirus-turkey-hydroxychloroquine-malaria-treatment-progress
[2] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs/Hydroxychloroquine.pdf?fbclid=IwAR1lVp5ucnLK9g_crh1lro-BHlgFiqXT7sOP30lNVtTLvWCxZT5dcbB4MuM
[2] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs_2017/Hydroxychloroquine_2017.pdf
[1] https://twitter.com/zev_dr/status/1288715149382221824
[1] https://twitter.com/RyanAFournier/status/1288649363275874305

Top URLs in Tweet in G6:
[1] https://www.statnews.com/2020/06/04/lancet-retracts-major-covid-19-paper-that-raised-safety-concerns-about-malaria-drugs/
[1] https://c19study.com/
[1] https://aapsonline.org/patients-need-ability-to-choose-hydroxychloroquine-states-aaps/
[1] https://aapsonline.org/more-evidence-presented-for-why-hydroxychloroquine-should-be-made-available-in-a-new-court-filing-by-aaps/
[1] https://www.cdc.gov/malaria/resources/pdf/fsp/drugs_2017/Hydroxychloroquine_2017.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[137] twitter.com
[45] reuters.com
[26] cdc.gov
[15] youtube.com
[14] bloomberg.com
[13] pubtweet.org
[11] middleeasteye.net
[9] co.uk
[9] thelancet.com
[9] aljazeera.com

Top Domains in Tweet in G1:
[1] thehill.com
[1] cdc.gov
[1] twitter.com
[1] years.media

Top Domains in Tweet in G2:
[56] twitter.com
[7] bloomberg.com
[4] aljazeera.com
[4] elmundo.es
[3] bbc.com
[3] cdc.gov
[3] dailyguidenetwork.com
[3] co.uk
[2] yahoo.com
[2] 247acemedia.com

Top Domains in Tweet in G3:
[5] cdc.gov
[1] com.ph
[1] usnews.com
[1] co.uk
[1] outlookindia.com
[1] thehill.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[10] middleeasteye.net
[4] cdc.gov
[2] twitter.com

Top Domains in Tweet in G6:
[2] aapsonline.org
[1] statnews.com
[1] c19study.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[188] malaria
[62] covid19
[61] hydroxychloroquine
[22] sleepunderthenetug
[19] coronavirus
[15] covid
[14] tecnología
[12] tb
[12] malariamuktbastar
[10] aids



Top Hashtags in Tweet in G1:
[2] hydroxychloroquine
[1] fauci
[1] coronaviruspandemic

Top Hashtags in Tweet in G2:
[20] malaria
[10] covid19
[3] dengue
[2] socialimpact
[2] techtalks
[2] killergates
[2] artemisiaannua
[2] bigpharma
[2] mosquito
[1] roult

Top Hashtags in Tweet in G3:
[6] hydroxychloroquine
[4] coronavirus
[3] covid19
[1] cr7
[1] hqc
[1] stablegenius
[1] fuckfacevonclownstick
[1] nigeria

Top Hashtags in Tweet in G5:
[10] earlyhydroxychloroquineworks
[3] hcqw0rks
[1] hcqworks
[1] covid19
[1] donaldtrump
[1] hydroxychloriquine
[1] goodscientist

Top Hashtags in Tweet in G6:
[1] hydroxycholoroquine
[1] johnwilkesbooth
[1] south
[1] bigpharma

Top Hashtags in Tweet in G7:
[55] malaria
[20] sleepunderthenetug
[3] covid19
[1] sleepunderthenet

Top Words
Top Words in Tweet in Entire Graph:
[4411] malaria
[2162] drug
[1698] used
[1528] treat
[1519] over
[1498] world
[1397] effective
[1395] day
[1344] drdavidsamadi
[1335] question

Top Words in Tweet in G1:
[1306] malaria
[1302] drdavidsamadi
[1295] used
[1294] drug
[1289] treat
[1289] effective
[1288] day
[1288] over
[1288] world
[1287] question

Top Words in Tweet in G2:
[257] malaria
[57] covid
[40] drug
[36] trump
[36] 19
[35] hydroxychloroquine
[29] treatment
[28] used
[21] use
[21] know

Top Words in Tweet in G3:
[109] malaria
[55] realdonaldtrump
[33] take
[31] used
[29] drug
[21] hydroxychloroquine
[21] use
[20] hcq
[19] cnn
[18] covid

Top Words in Tweet in G4:
[225] malaria
[173] drugs
[172] apart
[172] pizza
[172] shawarma
[172] ice
[172] cream
[172] female
[172] know
[171] hustleuthman

Top Words in Tweet in G5:
[69] stella_immanuel
[58] malaria
[35] hcq
[31] africa
[22] doctor
[21] breaking911
[18] alone
[18] scientist
[18] same
[18] situation

Top Words in Tweet in G6:
[74] malaria
[27] jamestodaromd
[22] hcq
[21] drsimonegold
[20] countries
[18] drug
[18] lupus
[16] used
[13] people
[12] africa

Top Words in Tweet in G7:
[83] malaria
[71] uganda
[61] one
[57] below
[56] shemaenoch
[55] #malaria
[55] children
[54] highest
[54] causes
[54] morbidity

Top Words in Tweet in G8:
[194] drug
[113] malaria
[103] kelemencari
[89] used
[89] over
[89] world
[83] addicts
[83] shoot
[83] midtown
[83] manhattan

Top Words in Tweet in G9:
[202] ununue
[102] malaria
[101] its_vus
[101] badala
[101] kununua
[101] mortein
[101] doom
[101] ksh400
[101] mbona
[101] usiwache

Top Words in Tweet in G10:
[2] vickie627
[2] fitts_dr
[2] miss_simone247
[2] houseofjames2
[2] over
[2] malaria

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1436] drug,used
[1422] used,over
[1415] over,world
[1414] treat,malaria
[1340] day,drug
[1331] malaria,effective
[1325] world,treat
[1324] question,day
[1323] drdavidsamadi,question
[1323] effective,accord

Top Word Pairs in Tweet in G1:
[1288] used,over
[1288] over,world
[1288] world,treat
[1288] treat,malaria
[1288] malaria,effective
[1287] question,day
[1287] day,drug
[1287] drug,used
[1286] drdavidsamadi,question
[1286] effective,accord

Top Word Pairs in Tweet in G2:
[35] covid,19
[25] malaria,drug
[12] anti,malaria
[9] donald,trump
[7] malaria,drugs
[7] treat,malaria
[6] malaria,medication
[6] treatment,covid
[6] dengue,malaria
[6] malaria,deaths

Top Word Pairs in Tweet in G3:
[14] prevent,malaria
[14] malaria,drug
[9] against,malaria
[9] straight,us_fda
[9] us_fda,take
[9] take,hydroxy
[9] hydroxy,prevent
[9] malaria,still
[9] still,ok
[9] ok,take

Top Word Pairs in Tweet in G4:
[173] malaria,drugs
[172] apart,pizza
[172] pizza,shawarma
[172] shawarma,ice
[172] ice,cream
[172] cream,female
[172] female,malaria
[172] drugs,know
[171] hustleuthman,apart
[51] instead,buying

Top Word Pairs in Tweet in G5:
[18] stella_immanuel,alone
[18] alone,doctor
[18] doctor,scientist
[18] scientist,same
[18] same,situation
[18] situation,march
[18] march,government
[18] government,picked
[18] picked,hcq
[17] priesterspr,stella_immanuel

Top Word Pairs in Tweet in G6:
[7] malaria,lupus
[7] curious,today
[7] today,thinking
[7] thinking,countries
[7] countries,lot
[7] lot,malaria
[7] malaria,figured
[7] figured,those
[7] bill,gates
[6] malaria,drug

Top Word Pairs in Tweet in G7:
[55] children,below
[54] #malaria,one
[54] one,highest
[54] highest,causes
[54] causes,morbidity
[54] morbidity,mortality
[54] mortality,uganda
[54] uganda,children
[54] below,years
[53] shemaenoch,#malaria

Top Word Pairs in Tweet in G8:
[105] malaria,drug
[89] drug,used
[89] used,over
[89] over,world
[83] drug,addicts
[83] addicts,shoot
[83] shoot,midtown
[83] midtown,manhattan
[83] manhattan,safe
[83] safe,65

Top Word Pairs in Tweet in G9:
[101] badala,kununua
[101] kununua,mortein
[101] mortein,doom
[101] doom,ksh400
[101] ksh400,mbona
[101] mbona,usiwache
[101] usiwache,mbu
[101] mbu,ikuume
[101] ikuume,ununue
[101] ununue,dawa

Top Replied-To
Top Replied-To in Entire Graph:
@stella_immanuel
@drdavidsamadi
@jamestodaromd
@evanakilgore
@revmagdalen
@realdonaldtrump
@breaking911
@realericcarmen
@drsimonegold
@fda_drug_info

Top Replied-To in G1:
@drdavidsamadi
@leftyvonne
@utobian
@micwritermcleod

Top Replied-To in G3:
@evanakilgore
@realdonaldtrump
@iwillnotfall
@lrihendry
@jennaellisesq
@janetpursley
@whitehouse
@jack_perkins59
@nealberk
@okutachimoses

Top Replied-To in G4:
@official_mohnyc

Top Replied-To in G5:
@stella_immanuel
@breaking911
@1776_freeman
@islandgirlprv
@magatokag2020
@yrkiee
@chare4548
@aripirarip
@thubbmeister
@arnis1g

Top Replied-To in G6:
@jamestodaromd
@drsimonegold
@brush_10
@gingerfella4
@genevievelee19
@hornsbysandy
@myke113
@pgage91
@thinkacttank
@chronopassduck

Top Replied-To in G7:
@shemaenoch
@morikujoyce
@janeruth_aceng

Top Replied-To in G9:
@its_vus

Top Replied-To in G10:
@aunttifa_
@blakdragonheart

Top Mentioned
Top Mentioned in Entire Graph:
@drdavidsamadi
@hustleuthman
@kelemencari
@its_vus
@donaldrusso994
@arthurweint
@stella_immanuel
@lordoreos_
@cnnee
@realericcarmen

Top Mentioned in G1:
@drdavidsamadi
@statedept
@debbieaaldrich
@priesterspr
@stella_immanuel
@chekwubekelvin1
@gitrdonelarry
@fiddledeedee112
@utobian
@akazo

Top Mentioned in G2:
@mickey_dempsey
@kokomaster200
@jesus_is_lordgh
@voirdotun
@zubairthedream

Top Mentioned in G3:
@realdonaldtrump
@cnn
@us_fda
@evanakilgore
@anthemrespect
@potuswarrior
@lrihendry
@suzydymna
@rbfinnwa
@barbhuber9

Top Mentioned in G4:
@hustleuthman
@accencis_ng
@itv001

Top Mentioned in G5:
@stella_immanuel
@priesterspr
@breaking911
@1776_freeman
@damian_okonkwo
@justfac67493666
@chare4548
@jacceharry
@lesa_cegielski
@taggartrearden

Top Mentioned in G6:
@jamestodaromd
@drsimonegold
@michaelcoudrey
@britishbullybee
@richardg2222
@chetjang
@smmhcm
@jvonderahe1
@stclairashley
@buschbaby

Top Mentioned in G7:
@shemaenoch
@jshmugisha
@minofhealthug
@frankwalusimbi
@ugandamediacent
@the_afande
@underthenet20ug
@jjochwo98
@tumutungire
@dianaatwine

Top Mentioned in G8:
@kelemencari
@dsgt_wilson
@drdavidsamadi

Top Mentioned in G9:
@its_vus
@issa3_issa

Top Mentioned in G10:
@vickie627
@fitts_dr
@miss_simone247
@houseofjames2
@dogsbcool
@asantes09913224
@gigibuddapdx
@catlady111310
@algrenq
@boodacat2020

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesa
@raybae689
@sharneal
@jude_mugabi
@independent
@billm9
@inquirerdotnet
@ezxmuoh
@wardj15
@life_sciences_

Top Tweeters in G1:
@raybae689
@fasting39
@sandyriccobono
@blisstabitha
@quicksilver2723
@saminhim
@whereisjustice0
@pgrlegacy
@jdjwhite54
@k1erry

Top Tweeters in G2:
@pairsonnalitesa
@commoncormorant
@edwardarowe1
@sagagist
@obiwansan
@xgirlnyc
@fakehistorybot
@yemisisl
@zubairthedream
@digitalclusterz

Top Tweeters in G3:
@mitchiepoo46
@madrilenha
@outlookindia
@maralynburstein
@lrihendry
@cnn
@racysicilian
@anthemrespect
@cbsnews
@bcomininvisible

Top Tweeters in G4:
@stevecypha
@itz_konani
@9jastreet
@datgreatnigga
@jameelxo
@d_timilehin
@obajemujnr
@notjustsalmanpr
@emeraldjeborri
@tommy_viccetti

Top Tweeters in G5:
@piper_low
@chickapea60
@aerwaves_
@juanmartinez08
@theresa90842128
@chrislhayes
@proudgrandma72
@selfieshannow
@vonzion
@momcourager

Top Tweeters in G6:
@franmary
@doodlestrks
@lboogy31
@ericmmatheny
@singsandsews
@misterchambo
@petrusmax4
@freethetruth1
@evildave_nxt
@mrsemoticon

Top Tweeters in G7:
@jude_mugabi
@bwahadenise
@ssentongopeter5
@euginearinda
@timilehineburu
@digitaldidan
@jimmyericlevi
@mukundaneable
@victorveec
@nzeekirungi

Top Tweeters in G8:
@frespirit01
@indiegop
@mallubang77
@aprongirl1960
@calendula2016
@kathlee13641607
@_donna_m7
@sheriherman10
@goburch
@dkdk459

Top Tweeters in G9:
@theeddie24ful
@jokersmoker001
@fecci_ke
@ayaamwanjiku
@ceadricko
@bhonke3
@m_mwalo
@denzo_254
@adrian_seereal
@___earlygetter

Top Tweeters in G10:
@thereseosulliv2
@pookietooth
@rose52413
@vickie627
@mrfly187
@medwoman1
@mongo3804
@politicspot
@akvawe66
@sonadorliveson