japan science, Twitter, 9/5/2019 1:23:11 AM, 208789


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japan science_2019-09-04_17-53-49.xlsx
japan science_2019-09-04_17-53-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 05, 2019
Short Description:
japan science via NodeXL http://bit.ly/2zUcCkx
@nochuwhatudo
@subhashkak1
@jamesduddridge
@cyrilramaphosa
@drrafiqraji
@undpkenya
@dirco_za
@governmentza
@presidencyza
@dstgovza

Top hashtags:
#japan
#brexit
#ticad7
#science
#japanese
#smartnews
#archaeology
#famous

Description:
Description
The graph represents a network of 2,100 Twitter users whose recent tweets contained "japan science", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 September 2019 at 01:05 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 31-minute period from Monday, 26 August 2019 at 21:33 UTC to Thursday, 05 September 2019 at 00:04 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 : 2100
Unique Edges : 2371
Edges With Duplicates : 301
Total Edges : 2672
Self-Loops : 495
Reciprocated Vertex Pair Ratio : 0.010184287099903
Reciprocated Edge Ratio : 0.0201632261161786
Connected Components : 494
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 148
Maximum Edges in a Connected Component : 230
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.400639
Graph Density : 0.000472560629778353
Modularity : 0.82644
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[270] https://arstechnica.com/science/2019/08/16000-year-old-site-in-idaho-indicates-people-sailed-around-the-ice-sheet/
[18] https://bioone.org/journals/Zoological-Science/volume-30/issue-5/zsj.30.414/Neostygarctus-lovedeluxe-n-sp-from-the-Miyako-Islands-Japan/10.2108/zsj.30.414.full
[18] https://www.google.com/maps/place/%E5%B9%B8%E7%A6%8F%E3%81%AE%E7%A7%91%E5%AD%A6%E6%B8%8B%E8%B0%B7%E6%94%AF%E9%83%A8/@35.6541024,139.7035467,19z/data=!4m12!1m6!3m5!1s0x60188b5baa019209:0x47042e6a9453e8a0!2z5bm456aP44Gu56eR5a2m5riL6LC35pSv6YOo!8m2!3d35.6542893!4d139.7042147!3m4!1s0x60188b5baa019209:0x47042e6a9453e8a0!8m2!3d35.6542893!4d139.7042147?hl=en&shorturl=1
[17] https://twitter.com/peachpetals_/status/1168518239607021570
[13] https://newatlas.com/science/new-beaked-whale-species-japan/
[12] https://www.japantimes.co.jp/news/2019/08/29/national/science-health/osaka-world-first-ips-corneal-transplant/
[11] https://bioone.org/journals/zoological-science/volume-30/issue-5/zsj.30.414/Neostygarctus-lovedeluxe-n-sp-from-the-Miyako-Islands-Japan/10.2108/zsj.30.414.full
[10] https://www.japantimes.co.jp/news/2019/08/31/world/science-health-world/draft-u-n-report-warns-rising-seas-storm-surges-melting-permafrost/
[9] http://M.Tech
[8] https://www.japantimes.co.jp/news/2019/08/28/world/science-health-world/respiratory-ailments-hit-amazon-brazil-spurns-g-7-aid/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[68] https://arstechnica.com/science/2019/08/16000-year-old-site-in-idaho-indicates-people-sailed-around-the-ice-sheet/
[8] https://www.japantimes.co.jp/news/2019/08/29/national/science-health/osaka-world-first-ips-corneal-transplant/
[8] https://www.japantimes.co.jp/news/2019/08/31/world/science-health-world/draft-u-n-report-warns-rising-seas-storm-surges-melting-permafrost/
[7] https://open.spotify.com/track/5DQzJWExzmwhsIwdJN0K7W
[6] https://www.foxnews.com/science/japans-hayabusa2-asteroid-probe-packs-its-space-rock-bag-for-return-to-earth
[5] http://www.msn.com/en-us/video/science/a-new-whale-species-has-been-discovered-in-japan/vi-AAGKK32?ocid=st
[3] https://www.space.com/
[3] https://arstechnica.com/?p=1559677&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.scmp.com/comment/opinion/article/3024405/south-korea-and-japan-must-break-cycle-hate-and-move-regions-good
[2] https://www.space.com/hayabusa2-asteroid-return-preparations.html

Top URLs in Tweet in G3:
[146] https://arstechnica.com/science/2019/08/16000-year-old-site-in-idaho-indicates-people-sailed-around-the-ice-sheet/
[1] https://www.japantimes.co.jp/news/2019/08/29/national/science-health/osaka-world-first-ips-corneal-transplant/#.XWjIZt7JcaM.twitter

Top URLs in Tweet in G5:
[3] https://www.afdb.org/en/news-and-events/ticad-7-japan-south-africa-and-african-development-bank-unveil-priorities-accelerate-africas-technology-transformation-journey-29534
[2] https://africa-newsroom.com/press/seventh-tokyo-international-conference-on-african-development-ticad-7-japan-south-africa-and-the-african-development-bank-unveil-priorities-to-accelerate-africas-technology-transformation-journey?lang=en
[1] https://www.pscp.tv/w/cDX-VjF4a1FEQkxtTlBsanp8MU93eFdkakJZWG5LUTPBA9UdeU9m-DCmmHrhT0b0ysnjuXAmILJJeT0Vk8xr
[1] https://soundcloud.com/ubunturadioza/min-blade-ndzimande-ticad7
[1] https://twitter.com/cyrilramaphosa/status/1166572510747512838
[1] http://www.thepresidency.gov.za/speeches/president-cyril-ramaphosa%E2%80%99s-address-science-and-technology-society-forum-7th-tokyo

Top URLs in Tweet in G8:
[1] https://atlanticoonline.com/en/japan-south-africa-and-afdb-want-to-accelerate-africas-technological-transformation/

Top URLs in Tweet in G10:
[2] https://arstechnica.com/science/2019/08/16000-year-old-site-in-idaho-indicates-people-sailed-around-the-ice-sheet/
[1] https://www.express.co.uk/news/science/1171985/volcano-eruption-supervolcano-map-yellowstone-campi-flegrei-active-volcano-maps/amp
[1] https://www.japantimes.co.jp/news/2019/08/31/world/science-health-world/draft-u-n-report-warns-rising-seas-storm-surges-melting-permafrost/
[1] https://www.bbc.com/news/amp/science-environment-48964736?__twitter_impression=true

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] japan
[135] brexit
[78] ticad7
[60] science
[24] japanese
[20] smartnews
[11] archaeology
[10] famous
[9] technology
[9] americans



Top Hashtags in Tweet in G1:
[39] japan
[22] science
[15] smartnews
[7] information
[7] spotify
[5] musik
[4] foxnews
[4] iran
[4] jobs
[4] music

Top Hashtags in Tweet in G4:
[133] brexit
[2] brexitopportunities
[1] rt

Top Hashtags in Tweet in G5:
[61] ticad7
[3] betterafricabetterworld
[3] africa
[3] science
[2] japan
[2] innovation
[2] foreignpolicy
[2] technology
[1] stem
[1] theafricawewant

Top Hashtags in Tweet in G7:
[1] ahrf2019

Top Hashtags in Tweet in G8:
[39] japan
[2] ticad7
[1] technology
[1] science

Top Hashtags in Tweet in G10:
[1] japan
[1] nippon

Top Words
Top Words in Tweet in Entire Graph:
[1170] Words in Sentiment List#1: Positive
[859] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[47181] Non-categorized Words
[49210] Total Words
[1555] japan
[1167] science
[365] innovation
[341] first
[317] stone

Top Words in Tweet in G1:
[244] japan
[114] science
[94] first
[76] stone
[75] tools
[75] came
[74] suggest
[73] americans
[39] #japan
[32] times

Top Words in Tweet in G2:
[296] experiment
[148] nct
[148] 127
[148] let's
[148] study
[148] japan
[148] lesson
[148] 2
[148] episode
[148] #3

Top Words in Tweet in G3:
[148] first
[148] japan
[146] stone
[146] tools
[146] suggest
[146] americans
[146] came
[4] conducted
[4] corneal
[4] stem

Top Words in Tweet in G4:
[133] 58
[133] days
[133] brexit
[133] global
[133] leaders
[133] science
[133] innovation
[133] #brexit
[133] allow
[133] build

Top Words in Tweet in G5:
[101] technology
[92] science
[85] africa
[74] japan
[68] forum
[67] #ticad7
[65] innovation
[58] #betterafricabetterworld
[56] workshop
[56] strengthening

Top Words in Tweet in G6:
[5] japan
[4] ah_science
[4] wiguy45
[4] wolfgar77
[4] ebatterson
[4] genesiswonwon
[4] takethatepi
[4] umfpt
[4] nosciencedenial
[4] r0samond

Top Words in Tweet in G7:
[100] reduced
[50] iceland
[50] smoking
[50] 40
[50] 3yrs
[50] allowing
[50] smokers
[50] switch
[50] harm
[50] products

Top Words in Tweet in G8:
[82] innovation
[43] science
[43] technology
[42] shinzo
[40] #ticad7
[39] #japan
[39] prime
[39] minister
[39] abbe
[39] unveils

Top Words in Tweet in G9:
[76] future
[76] science
[38] varuo
[38] out
[38] again
[38] time
[38] traveled
[38] well
[38] went
[38] miraikan

Top Words in Tweet in G10:
[8] japan
[4] realdonaldtrump
[3] u
[2] aoc
[2] science
[2] years
[2] citizens
[2] american
[2] gop
[2] foxnews

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[311] stone,tools
[280] suggest,first
[277] first,americans
[273] science,technology
[272] americans,came
[271] tools,suggest
[265] came,japan
[176] science,innovation
[148] nct,127
[148] 127,let's

Top Word Pairs in Tweet in G1:
[73] stone,tools
[73] suggest,first
[73] first,americans
[73] americans,came
[73] came,japan
[72] tools,suggest
[32] japan,times
[27] ars,technica
[26] japan,ars
[20] science,technology

Top Word Pairs in Tweet in G2:
[148] nct,127
[148] 127,let's
[148] let's,study
[148] study,japan
[148] japan,lesson
[148] lesson,2
[148] 2,episode
[148] episode,#3
[148] #3,science
[148] science,experiment

Top Word Pairs in Tweet in G3:
[146] stone,tools
[146] tools,suggest
[146] suggest,first
[146] first,americans
[146] americans,came
[146] came,japan
[2] team,osaka
[2] osaka,university
[2] university,japan
[2] japan,conducted

Top Word Pairs in Tweet in G4:
[133] 58,days
[133] days,brexit
[133] brexit,global
[133] global,leaders
[133] leaders,science
[133] science,innovation
[133] innovation,#brexit
[133] #brexit,allow
[133] allow,build
[133] build,major

Top Word Pairs in Tweet in G5:
[92] science,technology
[64] technology,innovation
[62] forum,#ticad7
[56] #ticad7,africa
[56] africa,japan
[56] japan,workshop
[56] workshop,strengthening
[56] strengthening,cooperation
[56] cooperation,science
[43] sts,forum

Top Word Pairs in Tweet in G6:
[4] kyhilist_,davieshyland
[4] thingsseem,amati75
[4] amati75,johnjotink
[3] r0samond,leetwimberly
[3] jools6691,bidbadjohnny
[3] rkdoctr,tjimjones
[3] scientiapercept,nuckchorris16
[3] nuckchorris16,jatapps
[3] jatapps,takethatstraw
[3] davidpsbdivinyl,blackpanther963

Top Word Pairs in Tweet in G7:
[50] iceland,reduced
[50] reduced,smoking
[50] smoking,40
[50] 40,3yrs
[50] 3yrs,allowing
[50] allowing,smokers
[50] smokers,switch
[50] switch,harm
[50] harm,reduced
[50] reduced,products

Top Word Pairs in Tweet in G8:
[43] science,technology
[43] technology,innovation
[39] #japan,prime
[39] prime,minister
[39] minister,shinzo
[39] shinzo,abbe
[39] abbe,unveils
[39] unveils,new
[39] new,ticad
[39] ticad,initiative

Top Word Pairs in Tweet in G9:
[38] varuo,out
[38] out,again
[38] again,time
[38] time,traveled
[38] traveled,future
[38] future,well
[38] well,went
[38] went,miraikan
[38] miraikan,national
[38] national,museum

Top Word Pairs in Tweet in G10:
[2] realdonaldtrump,foxnews

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@afdb_group
@akin_adesina
@kionasmith07
@cyrilramaphosa
@arstechnica
@samillingworth
@jdreimer
@jamstec_pr
@unitelaviv

Top Mentioned in G1:
@bearchaeo

Top Mentioned in G4:
@southend_tories
@jamesduddridge

Top Mentioned in G5:
@afdb_group
@akin_adesina
@cyrilramaphosa
@bladenzimandemp
@ubunturadioza
@sabcnewsonline
@governmentza
@anthonyawasom

Top Mentioned in G6:
@wiguy45
@wolfgar77
@ebatterson
@genesiswonwon
@takethatepi
@umfpt
@nosciencedenial
@r0samond
@leetwimberly
@jools6691

Top Mentioned in G8:
@ticad7
@stsforum
@globalcompact
@globalcompactjp
@_africanunion

Top Mentioned in G10:
@realdonaldtrump
@foxnews
@borisjohnson
@potus
@marc_lotter
@seanhannity
@nytimes
@washingtonpost
@foxandfriends
@lindseygrahamsc

Top Tweeters
Top Tweeters in Entire Graph:
@mars_on_spotify
@yuuji_k1
@m_m1941
@bizarromoma
@joefreedomlove
@jondknight
@marciojmsilva
@dancas2
@ecointernetdrgb
@sougou_news

Top Tweeters in G1:
@mars_on_spotify
@bizarromoma
@joefreedomlove
@jondknight
@marciojmsilva
@dancas2
@sougou_news
@news_japan_s
@khiikiat
@iam__network

Top Tweeters in G2:
@jnofsh
@pockyy13
@snnabdkl
@earthh_____
@belongtojay_214
@pilzmb_
@dmhx0312
@mod35993
@moonjaed
@gaembenji

Top Tweeters in G3:
@samir_patil
@anil7kishan
@sanjays00663282
@ashishtrpathi1
@lalashwa
@biswasranit
@sumodkuhar
@honestology
@ethicalman3
@colbair

Top Tweeters in G4:
@thorpelynden
@mexicors78
@shiremoorpotter
@claygrewtall
@princessofwails
@jjcwow
@maureen_luggar
@sciolism007
@alexblx
@positive4uk

Top Tweeters in G5:
@sabcnewsonline
@drrafiqraji
@fogodoeon
@benji_seitlhamo
@lavitosoul
@bboason
@goolammv
@_africa24
@apo_source
@letsekuthabiso

Top Tweeters in G6:
@ricksterricks
@ebatterson
@rjdownard
@davestewart4444
@scientiapercept
@askegg
@nosciencedenial
@andyguy
@takethathistory
@jatapps

Top Tweeters in G7:
@benoit_durand
@gloves78
@mihotep
@positiveenerg
@castello2
@alexwodak
@sho2da_pan
@fredshively
@jkelovuori
@phil_w888

Top Tweeters in G8:
@olumideidowu
@africaupdates
@wadakashiho
@v09doap8eqgwlmp
@susiyukichi
@pupunga3
@kuni84165269
@ngaruman
@salhaj
@somecoro24

Top Tweeters in G9:
@gyuxkew
@hokugi
@peikichi31
@ecoecosigma0408
@armsalim
@yoniini
@deltareverie
@3central3
@jasminemako
@mia_nya

Top Tweeters in G10:
@guardian
@foxnews
@washingtonpost
@bbcworld
@cnn
@cbsnews
@msnbc
@foxandfriends
@realdonaldtrump
@gop