The graph represents a network of 487 Twitter users who were replied to, retweeted, mentioned or mentioned-in-retweet in those tweets, taken from the "BW_TW_Data.xlsx" data set with 317 tweets. The network was obtained from Brandwatch on Monday, 26 June 2023 at 16:10 UTC.
The tweets in the network were tweeted over the 6-day, 17-hour, 17-minute period from Saturday, 15 April 2023 at 09:11 UTC to Saturday, 22 April 2023 at 02:29 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "mention-in-retweet" relationship in a tweet, and a self-loop edge for each tweet that is not one of the above.
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.
The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.
Overall Graph Metrics:
Vertices: 487
Unique Edges: 188
Edges With Duplicates: 492
Total Edges: 680
Self-Loops: 45
Reciprocated Vertex Pair Ratio: 0.00515463917525773
Reciprocated Edge Ratio: 0.0102564102564103
Connected Components: 116
Single-Vertex Connected Components: 26
Maximum Vertices in a Connected Component: 122
Maximum Edges in a Connected Component: 239
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.281827
Graph Density: 0.00164778056632951
Modularity: 0.564268
NodeXL Version: 1.0.1.516
Top 10 Vertices, Ranked by Betweenness Centrality:
patriottakes
1stfanofchicago
fortunemagazine
dtannie
midwestidjit
chudsoftiktok
susanbo15692221
sillygrandma99
marilynjoy14
g0ffthew
Top URLs in Tweet in Entire Graph:
[6]
https://childrenshealthdefense.org/defender/face-masks-microplastics-thames-river/
[3]
https://twitter.com/i/web/status/1649246829668597760[3]
https://www.sj-r.com/story/news/politics/2023/04/19/environmentalists-advocate-slate-of-bills-what-to-know/70131096007/
[3]
https://www.pca.state.mn.us/news-and-stories/floods-minimizing-pollution-and-health-risks[2]
https://engage.us.greenpeace.org/LqU29HfYxEmqVX_7_MOwVQ2[2]
https://www.visualcapitalist.com/cp/visualized-ocean-plastic-waste-pollution-by-country/
[2]
https://toxicfreefuture.org/press-room/new-investigation-following-ohio-train-derailment-uncovers-the-largest-polluters-of-vinyl-chloride-in-the-united-states-and-the-far-reaching-toxic-impacts-of-making-pvc-plastics/
[2]
https://www.dailyherald.com/news/20230414/start-of-lake-county-boating-season-comes-with-new-program-to-keep-plastic-out-of-landfills-?utm_source=dlvr.it&utm_medium=twitter[1]
https://www.plasticstoday.com/materials/instant-polymer-id-verification-without-lab-2[1]
https://www.plasticstoday.com/automotive-and-mobility/weav3d-awarded-nsf-grant-natural-fiber-pp-developmentTop URLs in Tweet in G2:
[1]
https://www.theepochtimes.com/chinas-battery-weapon_5185213.htmlTop URLs in Tweet in G3:
[1]
https://www.messengernews.net/news/from-our-files/2023/04/from-our-files-april-2008-11/
[1]
https://www.businessinsider.com/fast-fashion-environmental-impact-pollution-emissions-waste-water-2019-10,
[1]
https://www.vox.com/the-goods/2018/9/19/17800654/clothes-plastic-pollution-polyester-washing-machine,
[1]
https://www.nist.gov/news-events/news/2022/05/your-clothes-can-have-afterlife,
[1]
https://universe.byu.edu/2022/02/15/thrifting-trend-challenges-traditional-retail-stores/
[1]
https://www.stpaul.gov/departments/emergency-management/severe-weather-awareness-week[1]
https://www.bloomberg.com/news/articles/2023-04-17/chevron-touts-renewable-gasoline-as-alternative-to-electric-cars?cmpid=BBD041823_hyperdrive&utm_medium=email&utm_source=newsletter&utm_term=230418&utm_campaign=hyperdrive&leadSource=uverify%20wall[1]
https://chainstoreage.com/petco-partners-recycling-pilot-involves-its-own-store-ops-and-customers[1]
https://twitter.com/i/web/status/1648239485476380674[1]
https://elementhearthandhome.com/
Top URLs in Tweet in G4:
[2]
https://engage.us.greenpeace.org/LqU29HfYxEmqVX_7_MOwVQ2[1]
https://twitter.com/i/web/status/1649076497049681921[1]
https://twitter.com/i/web/status/1647479961559891968[1]
https://www.plasticpollutioncoalition.org/event/ppc-webinar-041923[1]
https://www.youthearthweek.org/
Top URLs in Tweet in G5:
[1]
https://twitter.com/SpaceX/status/1649045802332073986Top URLs in Tweet in G6:
[2]
https://www.dailyherald.com/news/20230414/start-of-lake-county-boating-season-comes-with-new-program-to-keep-plastic-out-of-landfills-?utm_source=dlvr.it&utm_medium=twitter[1]
https://sustainablebrands.com/read/from-purpose-to-action-building-a-sustainable-future-together/alaska-managing-global-marine-debris[1]
https://endplasticwaste.org/en/our-work/
Top URLs in Tweet in G8:
[1]
https://www.blog.google/outreach-initiatives/sustainability/single-use-plastics-challenge/?utm_source=tw&utm_medium=social&utm_campaign=og&utm_content=&utm_term=Top Domains in Tweet in Entire Graph:
[7] twitter.com
[6] childrenshealthdefense.org
[3]
www.sj-r.com[3]
www.pca.state.mn.us[2]
www.plasticstoday.com[2]
www.iucn.org[2]
www.ready.gov[2] engage.us.greenpeace.org
[2]
www.visualcapitalist.com[2] catspride.com
Top Domains in Tweet in G2:
[1]
www.theepochtimes.comTop Domains in Tweet in G3:
[2]
www.plasticstoday.com[1]
www.messengernews.net[1]
www.businessinsider.com[1]
www.vox.com[1]
www.nist.gov[1] universe.byu.edu
[1]
www.stpaul.gov[1]
www.bloomberg.com[1] chainstoreage.com
[1] twitter.com
Top Domains in Tweet in G4:
[2] twitter.com
[2] engage.us.greenpeace.org
[1]
www.plasticpollutioncoalition.org[1]
www.youthearthweek.orgTop Domains in Tweet in G5:
[1] twitter.com
Top Domains in Tweet in G6:
[2]
www.dailyherald.com[1] sustainablebrands.com
[1] endplasticwaste.org
Top Domains in Tweet in G8:
[1]
www.blog.googleTop Hashtags in Tweet in Entire Graph:
[11] #plastics,
[8] #ad
[6] #thedefender
[5] #plasticpollution,
[5] #okwx,
[5] #tornado
[5] #plasticpollution
[5] #plasticstreaty
[4] #breakfreefromplastic
[3] #climatecrisis,
Top Hashtags in Tweet in G2:
[1] #wjam,
[1] #potus46,
[1] #evmandate,
[1] #ev's,
[1] #slave's,
[1] #coal,
[1] #climatescam
Top Hashtags in Tweet in G3:
[3] #plastics,
[2] #environment
[2] #industry
[1] #walthamma,
[1] #yeswecan,
[1] #singleuseplastics,
[1] #plasticpollution
[1] #sustainable,
[1] #sustainability,
[1] #nofastfashion,
Top Hashtags in Tweet in G4:
[5] #plasticstreaty
[3] #climatecrisis,
[2] #plasticpollution,
[2] #actonclimate,
[2] #breakfreefromplastic
[1] #useless,
[1] #wasteless,
[1] #buyless,
[1] #breakfreefromplastic,
[1] #nature
Top Hashtags in Tweet in G6:
[1] #endplasticwaste
Top Hashtags in Tweet in G8:
[8] #ad
Top Hashtags in Tweet in G9:
[2] #spring2023,
[2] #flood
Top Hashtags in Tweet in G10:
[5] #okwx,
[5] #tornado
Top Words in Tweet in Entire Graph:
[172] debris
[149] s
[128] out
[115] metal
[112] park
[111] anti
[111] wearing
[110] ranger
[110] masker
[107] mask
Top Words in Tweet in G1:
[102] patriottakes
[102] wearing
[102] masker
[102] protecting
[102] ranger
[102] s
[102] out
[102] lungs
[102] attempts
[102] debris
Top Words in Tweet in G2:
[2] china
Top Words in Tweet in G3:
[10] pollution
[9] debris
[6] roof
[6] s
[5] valleys
[5] cap
[5] damage
[5] water
[4] paper
[4] wind
Top Words in Tweet in G4:
[9] plastic
[6] use
[5] #plasticstreaty
[5] strong
[5] greenpeace
[4] up
[4] plastics
[4] packaging
[4] single
[4] plasticpollutes
Top Words in Tweet in G5:
[11] communications
[11] entire
[11] up
[11] orbit
[11] reminder
[11] cascade
[11] magnitude
[11] knocks
[11] g0ffthew
[11] grounds
Top Words in Tweet in G6:
[4] endplasticwaste
[2] dailyherald
[2] out
[2] boat
[2] wrap
[2] lrsrecycles
[2] myplasu
[2] recovering
[2] swalco
[2] cglrgreatlakes
Top Words in Tweet in G7:
[30] cars
[20] 1
[10] upped
[10] volkswagen
[10] tests
[10] area
[10] one
[10] require
[10] births
[10] per
Top Words in Tweet in G8:
[9] debris
[8] marine
[8] #ad
[8] pmdp
[8] fortunemagazine
[7] more
[5] giving
[5] 000
[5] each
[5] 100
Top Words in Tweet in G9:
[2] clearing
[2] croix
[2] discstillwater
[2] downtown
[2] stcroix360
[2] marine
[2] storageio
[2] bridge
[2] st
[2] #flood
Top Words in Tweet in G10:
[5] school
[5] high
[5] gone
[5] kocoshelby
[5] #okwx
[5] roof
[5] see
[5] #tornado
[5] court
[5] filling
Top Word Pairs in Tweet in Entire Graph:
[110] park,ranger
[110] anti,masker
[110] metal,debris
[106] out,s
[105] protecting,lungs
[105] harass,park
[105] masker,attempts
[105] s,protecting
[105] attempts,harass
[105] wearing,mask
Top Word Pairs in Tweet in G1:
[102] metal,debris
[102] ranger,wearing
[102] attempts,harass
[102] lungs,metal
[102] s,protecting
[102] protecting,lungs
[102] harass,park
[102] out,s
[102] wearing,mask
[102] finds,out
Top Word Pairs in Tweet in G3:
[3] light,pollution
[2] damage,caused
[2] lip,balm
[2] new,product
[2] clean,up
[2] #plastics,#industry
[2] air,pollution
[2] roof,valleys
Top Word Pairs in Tweet in G4:
[4] plastic,packaging
[4] single,use
[3] strong,#plasticstreaty
[3] championing,strong
[3] social,injustice
[3] meeting,approaching
[3] harming,people
[3] up,reducing
[3] shareholder,meeting
[3] approaching,needs
Top Word Pairs in Tweet in G5:
[11] up,magnitude
[11] magnitude,orbit
[11] cascade,knocks
[11] species,centuries
[11] reminder,screw
[11] cause,debris
[11] friendly,reminder
[11] screw,up
[11] communications,grounds
[11] grounds,entire
Top Word Pairs in Tweet in G6:
[2] keep,out
[2] landfills,swalco
[2] myplasu,illinoisdnr
[2] endplasticwaste,myplasu
[2] cglrgreatlakes,endplasticwaste
[2] wrap,keep
[2] dailyherald,recovering
[2] swalco,cglrgreatlakes
[2] boat,wrap
[2] out,landfills
Top Word Pairs in Tweet in G7:
[10] near,tollbooths
[10] births,mothers
[10] require,cars
[10] 7,area
[10] volkswagen,diesel
[10] pollution,cars
[10] cheated,emissions
[10] electronic,tolls
[10] 1,000
[10] cars,pregnancy
Top Word Pairs in Tweet in G8:
[8] marine,debris
[5] year,pmdp
[5] 100,000
[5] more,100
[5] survival,#ad
[5] 000,pounds
[5] pounds,marine
[5] each,year
[5] fortunemagazine,removing
[5] pmdp,giving
Top Word Pairs in Tweet in G9:
[2] storageio,maryedivine
[2] stcroix360,river
[2] #spring2023,#flood
[2] ilovestillwater,mndot
[2] wolf,marina
[2] workers,clearing
[2] downtown,ilovestillwater
[2] #flood,downtown
[2] marina,marine
[2] mndot,workers
Top Word Pairs in Tweet in G10:
[5] #okwx,#tornado
[5] koconews,#okwx
[5] basketball,court
[5] see,debris
[5] kocoshelby,shawnee
[5] debris,filling
[5] filling,basketball
[5] court,koconews
[5] high,school
[5] school,roof