"air pollution" since:2017-06-05 until:2017-06-12, Twitter, 6/13/2017 10:08:53 PM, 109505


FAQ | Problem?

"air pollution" since:2017-06-05 until:2017-06-12 Twitter NodeXL SNA Map and Report for Tuesday, 13
"air pollution" since:2017-06-05 until:2017-06-12 Twitter NodeXL SNA Map and Report for Tuesday, 13
From:
scotpublichealth
Uploaded on:
June 13, 2017
Short Description:
"air pollution" since:2017-06-05 until:2017-06-12 via NodeXL http://bit.ly/2tjDGUW
@sciam
@claircity
@drsearotmann
@festofnature

Description:
Description
The graph represents a network of 2,469 Twitter users whose recent tweets contained ""air pollution" since:2017-06-05 until:2017-06-12", 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 Tuesday, 13 June 2017 at 21:39 UTC.

The tweets in the network were tweeted over the 1-day, 13-hour, 12-minute period from Saturday, 10 June 2017 at 10:46 UTC to Sunday, 11 June 2017 at 23:59 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 : 2469
Unique Edges : 2706
Edges With Duplicates : 369
Total Edges : 3075
Self-Loops : 911
Reciprocated Vertex Pair Ratio : 0.0100816130580893
Reciprocated Edge Ratio : 0.0199619771863118
Connected Components : 819
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 652
Maximum Edges in a Connected Component : 1014
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.067124
Graph Density : 0.000345286413767344
Modularity : 0.77037
NodeXL Version : 1.0.1.383

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[244] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/?WT.mc_id=SA_TW_ENGYSUS_NEWS&sf87287264=1
[63] https://www.rt.com/viral/391864-chinese-firms-violating-pollution-regulations/
[46] http://www.businessinsider.com/air-pollution-is-killing-thousands-of-americans-every-year-2017-6
[38] https://www.iea.org/newsroom/news/2016/june/energy-and-air-pollution.html?utm_content=buffer849ec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] http://www.salon.com/2017/06/11/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year_partner/
[20] http://www.telegraph.co.uk/science/2016/10/03/air-pollution-could-be-to-blame-for-hundreds-of-traffic-accident/
[20] http://str.sg/4bx3
[20] https://medicalxpress.com/news/2015-09-mexico-city-air-pollution-detrimental.html
[20] http://www.reuters.com/article/us-china-environment-pollution-idUSKBN192076
[18] http://www.bbc.co.uk/news/av/technology-40133229/google-s-street-view-cars-track-air-pollution-and-other-news

Top URLs in Tweet in G1:
[15] https://www.reddit.com/r/worldnews/comments/6gkhnv/70_of_chinese_companies_fail_air_pollution/?utm_source=ifttt
[15] https://news.slashdot.org/story/17/06/11/2032200/entrepreneurs-fight-air-pollution-with-co2-reducing-citytrees?utm_source=rss1.0mainlinkanon&utm_medium=feed
[13] http://www.bangkokpost.com/news/world/1266578/70-of-chinese-companies-fail-air-pollution-checks
[11] http://www.bbc.co.uk/news/av/technology-40133229/google-s-street-view-cars-track-air-pollution-and-other-news
[10] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/?WT.mc_id=SA_TW_ENGYSUS_NEWS&sf87287264=1
[8] http://www.businessinsider.com/air-pollution-is-killing-thousands-of-americans-every-year-2017-6
[7] http://rss.slashdot.org/~r/Slashdot/slashdot/~3/2RZTGJvlAJI/entrepreneurs-fight-air-pollution-with-co2-reducing-citytrees
[6] http://newsco.com.au/googles-street-view-cars-track-air-pollution-and-other-news-newsco/
[5] http://www.reuters.com/article/us-china-environment-pollution-idUSKBN192076?feedType=RSS&feedName=environmentNews
[5] http://www.channelnewsasia.com/news/asiapacific/seventy-percent-of-chinese-companies-fail-air-pollution-checks---media-8936928

Top URLs in Tweet in G2:
[226] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/?WT.mc_id=SA_TW_ENGYSUS_NEWS&sf87287264=1
[1] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/?WT.mc_id=SA_TW_ENGYSUS_NEWS&sf86123368=1
[1] https://twitter.com/i/web/status/873975674922512384
[1] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/
[1] https://medicalxpress.com/news/2017-06-culprit-hidden-plain-sight-alzheimer.html

Top URLs in Tweet in G3:
[5] http://r.socialstudio.radian6.com/a25b3e1e-194c-46df-bd08-4a08b9f6ef04
[2] https://www.inverse.com/article/32209-air-pollution-smog-beijing-china-cigarettes-unhealthy?utm_source=twitter.com&utm_medium=on_site&utm_campaign=article-footer
[1] http://www.salon.com/2017/06/11/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year_partner/
[1] https://twitter.com/i/web/status/873555354902253569
[1] http://www.sierraclub.org/compass/2017/06/pruitt-and-trump-seek-illegally-delay-air-pollution-standard-jeopardize-public
[1] https://app.maventus.com//m351166

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/872916418022559744

Top URLs in Tweet in G5:
[14] http://web.stanford.edu/group/efmh/jacobson/Articles/V/urbanCO2domes.html
[1] https://twitter.com/i/web/status/873877515181449218
[1] https://twitter.com/i/web/status/873974375845941254
[1] https://twitter.com/i/web/status/873682525100560389

Top URLs in Tweet in G6:
[58] https://www.rt.com/viral/391864-chinese-firms-violating-pollution-regulations/

Top URLs in Tweet in G7:
[37] https://www.iea.org/newsroom/news/2016/june/energy-and-air-pollution.html?utm_content=buffer849ec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.canada.ca/en/environment-climate-change/news/2017/05/proposed_regulationstoreducethereleaseofvolatileorganiccompounds.html
[6] https://www.newscientist.com/article/mg23431290-600-causing-a-stink-the-truth-about-fragrances-and-your-health/?utm_source=NSNS&utm_medium=ILC&utm_campaign=webpush&cmpid=ILC%257CNSNS%257C2016-GLOBAL-webpush-fragrances
[1] https://twitter.com/i/web/status/873661269781491712
[1] https://twitter.com/i/web/status/873620291733344256

Top URLs in Tweet in G8:
[4] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/?WT.mc_id=SA_TW_ENGYSUS_NEWS&sf87287264=1
[2] http://dlvr.it/P9Vnlq
[2] https://www.eastherts.gov.uk/CleanAirDay
[1] https://twitter.com/i/web/status/873213349130977280
[1] https://twitter.com/i/web/status/873555605763391488
[1] https://twitter.com/i/web/status/873485391285944320
[1] https://twitter.com/i/web/status/873559527836323840
[1] https://twitter.com/i/web/status/873869955342766080
[1] https://twitter.com/i/web/status/873073457696694275
[1] https://twitter.com/i/web/status/873132759287517184

Top URLs in Tweet in G9:
[5] https://www.nasa.gov/topics/earth/features/road-transportation.html
[5] https://get.healthyair.org.uk/?pid=0054
[1] https://twitter.com/i/web/status/873983198031740928
[1] https://twitter.com/i/web/status/873589717371105281
[1] http://ow.ly/mcKb30csnAN
[1] http://ow.ly/8Yrn30c1ZIa
[1] https://twitter.com/i/web/status/873932683482628096
[1] https://twitter.com/i/web/status/873884859336404993
[1] https://twitter.com/i/web/status/873832944128884736
[1] https://fb.me/7J4vKwFwR

Top URLs in Tweet in G10:
[38] http://www.businessinsider.com/air-pollution-is-killing-thousands-of-americans-every-year-2017-6
[4] http://www.seeker.com/an-exhaust-pipe-device-turns-air-pollution-into-printing-ink-2245514002.html?utm_campaign=socialflow&utm_source=twitter&utm_medium=seekersocial
[1] https://www.scientificamerican.com/article/the-other-reason-to-shift-away-from-coal-air-pollution-that-kills-thousands-every-year/?WT.mc_id=SA_TW_ENGYSUS_NEWS&sf87287264=1

Top Domains
Top Domains in Tweet in Entire Graph:
[258] scientificamerican.com
[205] twitter.com
[94] co.uk
[71] reuters.com
[63] rt.com
[61] businessinsider.com
[47] fb.me
[46] google.com
[38] iea.org
[38] salon.com

Top Domains in Tweet in G1:
[48] twitter.com
[45] fb.me
[37] co.uk
[28] slashdot.org
[27] google.com
[24] reddit.com
[23] businessinsider.com
[22] reuters.com
[15] bangkokpost.com
[14] feedburner.com

Top Domains in Tweet in G2:
[228] scientificamerican.com
[1] twitter.com
[1] medicalxpress.com

Top Domains in Tweet in G3:
[5] radian6.com
[2] inverse.com
[1] salon.com
[1] twitter.com
[1] sierraclub.org
[1] maventus.com

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

Top Domains in Tweet in G5:
[14] stanford.edu
[3] twitter.com

Top Domains in Tweet in G6:
[58] rt.com

Top Domains in Tweet in G7:
[37] iea.org
[12] canada.ca
[6] newscientist.com
[2] twitter.com

Top Domains in Tweet in G8:
[9] twitter.com
[4] scientificamerican.com
[2] dlvr.it
[2] gov.uk
[2] org.uk
[1] theguardian.com

Top Domains in Tweet in G9:
[8] twitter.com
[5] nasa.gov
[5] org.uk
[2] ow.ly
[1] fb.me

Top Domains in Tweet in G10:
[38] businessinsider.com
[4] seeker.com
[1] scientificamerican.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] pollution
[68] airpollution
[51] gmcleanairday
[40] energy
[24] china
[24] nationalcleanairday
[23] environment
[21] health
[15] stopadani
[15] auspol



Top Hashtags in Tweet in G1:
[20] pollution
[12] news
[9] environment
[7] airpollution
[6] air
[6] chinese
[5] design
[5] coal
[5] companies
[4] gmcleanairday

Top Hashtags in Tweet in G2:
[2] coal
[2] jobs

Top Hashtags in Tweet in G3:
[4] pollution
[2] kids
[2] air
[1] pruitt
[1] trump
[1] cleanairact
[1] american

Top Hashtags in Tweet in G7:
[38] energy
[2] gmcleanairday

Top Hashtags in Tweet in G8:
[13] airpollution
[6] keepitclean
[3] nationalcleanairday
[2] bristol
[2] health

Top Hashtags in Tweet in G9:
[13] gmcleanairday
[3] airpollution
[2] no2dirtyair
[2] nationalcleanairday
[1] manchester

Top Words
Top Words in Tweet in Entire Graph:
[597] Words in Sentiment List#1: Positive
[1805] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[35453] Non-categorized Words
[37855] Total Words
[2157] air
[2076] pollution
[328] reason
[309] companies
[270] change

Top Words in Tweet in G1:
[603] air
[587] pollution
[140] companies
[127] chinese
[124] fail
[100] year
[87] checks
[83] thousands
[72] percent
[70] media

Top Words in Tweet in G2:
[226] sciam
[226] fossil
[224] reason
[223] climate
[223] change
[223] worry
[223] fuel
[223] emissions
[6] air
[6] pollution

Top Words in Tweet in G3:
[104] pollution
[103] air
[95] pruitt
[95] trump
[94] health
[94] illegally
[94] delay
[94] standard
[93] maryannehitt
[93] dives

Top Words in Tweet in G4:
[81] prepa
[81] hicimos
[81] video
[81] air
[81] pollution
[81] proyecto
[81] subi
[81] youtube
[81] borre
[81] ayer

Top Words in Tweet in G5:
[103] air
[71] pollution
[63] more
[47] ozone
[35] quality
[32] nwsnewyorkny
[32] alert
[32] today
[32] tonight
[32] much

Top Words in Tweet in G6:
[59] 14
[59] 000
[59] companies
[59] beijing
[59] area
[59] violate
[59] air
[59] pollution
[59] standards
[58] rt_com

Top Words in Tweet in G7:
[65] pollution
[59] air
[38] small
[38] increase
[38] energy
[38] investment
[38] cut
[38] premature
[38] deaths
[38] half

Top Words in Tweet in G8:
[32] air
[32] pollution
[14] bristol
[14] health
[13] airpollution
[13] tips
[13] cut
[12] disturbing
[12] map
[12] surprised

Top Words in Tweet in G9:
[48] air
[46] pollution
[17] back
[15] drjonathangrigg
[15] effective
[15] action
[15] placed
[15] burner
[15] hung
[15] parliament

Top Words in Tweet in G10:
[42] air
[42] pollution
[38] killing
[38] thousands
[38] americans
[38] year
[38] conversationedu
[21] businessinsider
[4] bi_contributors
[4] device

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1947] air,pollution
[256] climate,change
[233] change,reason
[233] reason,worry
[233] worry,fossil
[233] fossil,fuel
[233] fuel,emissions
[230] sciam,climate
[213] fail,air
[211] chinese,companies

Top Word Pairs in Tweet in G1:
[560] air,pollution
[124] fail,air
[123] companies,fail
[122] chinese,companies
[87] pollution,checks
[71] percent,chinese
[70] seventy,percent
[67] checks,media
[53] 70,chinese
[45] thousands,americans

Top Word Pairs in Tweet in G2:
[223] climate,change
[223] change,reason
[223] reason,worry
[223] worry,fossil
[223] fossil,fuel
[223] fuel,emissions
[222] sciam,climate
[6] air,pollution
[4] bringing,back
[4] back,coal

Top Word Pairs in Tweet in G3:
[102] air,pollution
[95] pruitt,trump
[94] illegally,delay
[94] delay,air
[94] pollution,standard
[93] maryannehitt,dives
[93] dives,deeper
[93] deeper,severe
[93] severe,health
[93] health,effects

Top Word Pairs in Tweet in G4:
[81] prepa,hicimos
[81] hicimos,video
[81] video,air
[81] air,pollution
[81] pollution,proyecto
[81] proyecto,subi
[81] subi,youtube
[81] youtube,borre
[81] borre,ayer
[81] ayer,profe

Top Word Pairs in Tweet in G5:
[37] air,pollution
[35] air,quality
[32] quality,alert
[32] alert,today
[32] today,tonight
[32] tonight,much
[32] much,region
[32] region,increasing
[32] increasing,heat
[32] heat,humidity

Top Word Pairs in Tweet in G6:
[59] 14,000
[59] 000,companies
[59] companies,beijing
[59] beijing,area
[59] area,violate
[59] violate,air
[59] air,pollution
[59] pollution,standards
[58] rt_com,14
[2] notiven,rt_com

Top Word Pairs in Tweet in G7:
[59] air,pollution
[38] small,increase
[38] increase,energy
[38] energy,investment
[38] investment,cut
[38] cut,premature
[38] premature,deaths
[38] deaths,air
[38] pollution,half
[38] half,2040

Top Word Pairs in Tweet in G8:
[32] air,pollution
[12] disturbing,air
[12] pollution,map
[12] map,bristol
[12] bristol,surprised
[12] surprised,learn
[12] learn,live
[12] live,work
[12] work,areas
[12] areas,unfit

Top Word Pairs in Tweet in G9:
[46] air,pollution
[15] effective,action
[15] action,air
[15] pollution,placed
[15] placed,back
[15] back,burner
[15] burner,hung
[15] hung,parliament
[14] drjonathangrigg,effective
[10] one,important

Top Word Pairs in Tweet in G10:
[42] air,pollution
[38] pollution,killing
[38] killing,thousands
[38] thousands,americans
[38] americans,year
[38] year,conversationedu
[21] businessinsider,air
[4] device,attaches
[4] attaches,exhaust
[4] exhaust,pipe

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sciam
@maryannehitt
@sierraclub
@adrianlealmtz
@rt_com
@conversationedu
@iea
@nwsnewyorkny
@salon
@businessinsider

Top Mentioned in G1:
@xpertreviewers
@gpn14

Top Mentioned in G2:
@sciam
@cmu_epp
@cmuengineering
@kozinets
@altusepa

Top Mentioned in G3:
@maryannehitt
@sierraclub
@festofnature
@salon
@ecoexpert1
@pollutedglobe

Top Mentioned in G4:
@adrianlealmtz

Top Mentioned in G5:
@nwsnewyorkny
@assaadrazzouk
@mzjacobson

Top Mentioned in G6:
@rt_com
@notiven

Top Mentioned in G7:
@iea
@climategroup
@pablorodas
@salfordccg
@sierraclub
@maryannehitt

Top Mentioned in G8:
@cleanairdayuk
@post_it_user
@claircity
@yalee360
@sciam
@eastherts
@guardianeco
@bristolwnbr
@festofnature
@cl

Top Mentioned in G9:
@drjonathangrigg
@lethallondonair
@emilythornberry
@clientearth
@stockportmbc
@greatermcr
@mcrfoe
@michaelgove
@healthyairuk
@officialtfgm

Top Mentioned in G10:
@conversationedu
@businessinsider
@bi_contributors
@sai
@seeker
@bi_science
@lawsonbulk
@sciam
@bi_politics

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@realtimehack
@occuworld
@cgnetwork
@nakhon224
@silberworldnews
@nvpeople
@_dpaj
@dannyshooknews
@worldusnews

Top Tweeters in G1:
@realtimehack
@occuworld
@cgnetwork
@nakhon224
@silberworldnews
@nvpeople
@_dpaj
@dannyshooknews
@worldusnews
@taxtreats

Top Tweeters in G2:
@frenchredfrog
@shailendra_nair
@rjber15
@charluv2011
@dredeyedick
@mikesimap
@8s
@risa_s_bear
@wbruce44
@marthalynneowe1

Top Tweeters in G3:
@burberryant
@genghisgalahad2
@my2twh
@gecko39
@desertbeacon
@pdeppisch
@sierraclub
@maria_secviar
@jo_kasprzak
@georgejobson

Top Tweeters in G4:
@brianalvarezr
@alejandratg9
@ekaterinadarko
@vivasofiav
@dcanel88
@asofiapaez
@marianaprecc
@piccolavittoria
@emarianbenitez_
@luciayocu

Top Tweeters in G5:
@jojoangelus
@randirobics
@nynjpaweather
@wsscherk
@nogdin
@deborahskyrim
@achievechange
@luisavhand
@jricole
@jwilcox79

Top Tweeters in G6:
@notiven
@phildecarolis
@quicksilver2723
@rt_com
@godelitsas
@tilned
@theashoksingh
@ponchomunoz
@danchinowa
@depressedcroat

Top Tweeters in G7:
@semperfelix
@loretrul
@douglas_nilsson
@mcsharma_25
@submergingmkt
@juanandara
@climategroup
@pablorodas
@greenus4
@flash19800

Top Tweeters in G8:
@ibristolpeople
@lablondon_zone
@fidaisyg
@cleanairlondon
@mwt2008
@clearmapping
@guardianeco
@papeekaboo
@nnus
@greycells

Top Tweeters in G9:
@chrisplol
@mirabarhillel
@samljpage
@bobirving_green
@hughjaeger
@gazza_d
@chrisgerhard
@officialtfgm
@tiinawilder
@privatecarfree

Top Tweeters in G10:
@qxnews
@wqqn
@koltovskoyyakov
@lawsonbulk
@businessinsider
@jane_wi
@de_plazza
@nonnydee
@bantumthabela
@heatherrenwick