#biodiversity, Twitter, 5/20/2021 1:27:06 AM, 255189


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#biodiversity_2021-05-19_17-25-08.xlsx
#biodiversity_2021-05-19_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2021
Short Description:
#biodiversity via NodeXL https://bit.ly/3yq88PJ
@ecology_tweets
@unbiodiversity
@sustaintrends
@parveenkaswan
@lgspace
@ipbes
@inaturalist
@jane__eden
@mikehudema
@visualpersist

Top hashtags:
#biodiversity
#nature
#biodiversityday
#climatechange
#fornature

Description:
Description
The graph represents a network of 6,496 Twitter users whose tweets in the requested range contained "#biodiversity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 May 2021 at 00:34 UTC.

The requested start date was Thursday, 20 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 23-hour, 2-minute period from Wednesday, 12 May 2021 at 09:11 UTC to Saturday, 15 May 2021 at 08:13 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 : 6496
Unique Edges : 3986
Edges With Duplicates : 13149
Total Edges : 17135
Number of Edge Types : 5
Retweet : 6023
MentionsInRetweet : 8036
Mentions : 1872
Tweet : 1067
Replies to : 137
Self-Loops : 1148
Reciprocated Vertex Pair Ratio : 0.0175398372119684
Reciprocated Edge Ratio : 0.0344749887336638
Connected Components : 444
Single-Vertex Connected Components : 179
Maximum Vertices in a Connected Component : 5246
Maximum Edges in a Connected Component : 15246
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.763129
Graph Density : 0.000210374027766717
Modularity : 0.476207
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,496 Twitter users whose tweets in the requested range contained "#biodiversity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 May 2021 at 00:34 UTC.

The requested start date was Thursday, 20 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 23-hour, 2-minute period from Wednesday, 12 May 2021 at 09:11 UTC to Saturday, 15 May 2021 at 08:13 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 : #biodiversity
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:
[47] https://thenarwhal.ca/bc-forests-old-growth-nahmint-river-watchdog/
[34] https://revistavenamerica.com/marseilles-celebrates-its-sustainability-endeavours-and-joins-the-gds-index/#IUCN
[33] https://www.usf.edu/marine-science/news/2021/measuring-biodiversity-from-space.aspx#.YJ2psGeQ6NE.twitter
[28] https://www.weforum.org/agenda/2021/05/bee-populations-conservation-netherlands?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=12/05/2021+23:00
[16] https://thetyee.ca/News/2021/05/11/Auditor-General-Says-BC-Failing-Critical-Wildlife/
[15] https://www.bbc.co.uk/news/science-environment-57071514
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-021-01451-x
[13] https://www.theguardian.com/travel/2021/may/12/husavik-iceland-silent-whale-watching-electric-boat-trip
[13] https://twinybots.ch/
[10] https://www.iied.org/lessons-paris-global-biodiversity-framework-must-engage-business-grow-finance

Top URLs in Tweet in G1:
[6] https://www.globalwildlife.org
[4] https://www.eurekalert.org/pub_releases/2021-05/nau-o1p051221.php
[4] https://partnersinflight.org
[3] https://ipbes.net/pandemics
[3] https://docs.google.com/forms/d/e/1FAIpQLSdcaehsMSElx-ulYnNgrekmje9J7ZKM1q1x2wr2-QMWBLgTWg/viewform?usp=send_form
[3] https://www.unccd.int/20-may-high-level-dialogue-desertification-land-degradation-and-drought
[3] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[2] https://www.iied.org/lessons-paris-global-biodiversity-framework-must-engage-business-grow-finance
[2] https://news.un.org/en/story/2021/04/1090762
[2] https://icleiusa.org/cohorts/biodiversity-assessments-cohort/

Top URLs in Tweet in G2:
[13] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-021-01451-x
[10] https://www.usf.edu/marine-science/news/2021/measuring-biodiversity-from-space.aspx#.YJ2psGeQ6NE.twitter
[8] https://www.iied.org/lessons-paris-global-biodiversity-framework-must-engage-business-grow-finance
[4] https://www.theage.com.au/environment/climate-change/the-race-to-rescue-australia-s-50-most-vulnerable-plant-species-20210511-p57qwf.html
[4] https://twitter.com/jonburkeuk/status/1391711393242439682
[4] https://www.change.org/p/welsh-government-help-protect-birds-by-reducing-the-use-of-cruel-bird-deterrents-on-roofs-of-buildings/u/29051530?recruiter=57004350&utm_source=share_update&utm_medium=twitter&utm_campaign=share_twitter_responsive&recruited_by_id=aa750150-d2b6-0130-9209-3c764e049b10
[4] https://www.instagram.com/accounts/login/
[4] http://smarturl.it/oceanmatters
[3] https://herbariumworld.wordpress.com/2021/05/10/cataloguing-biodiversity/
[3] https://www.dawn.com/news/1623592

Top URLs in Tweet in G3:
[1] https://www.npca.org/articles/2898-the-park-that-made-covid-testing-possible
[1] https://btwildart.blogspot.com/2020/07/beautiful-butterfly.html?m=1

Top URLs in Tweet in G4:
[1] http://littlegreenspace.org.uk/features/rewilding-your-garden.html
[1] http://littlegreenspace.org.uk/features/wildflowers-not-weeds.html
[1] https://twitter.com/MeadowInGarden/status/1390960704681807874
[1] https://biodiversityweek.ie/photo-competitions/
[1] https://civileats.com/2021/05/13/to-simplify-or-diversify-on-todays-farms-that-is-the-question/
[1] https://twitter.com/wildernfriends/status/1391768742611271682
[1] https://twitter.com/LGSpace/status/1391031579623972867

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=2twY8YQYDBE

[3] https://thestrayferret.co.uk/wildflower-planting-starts-on-the-stray-tomorrow/
[3] http://bankwatch.org/nature-based-solutions
[3] https://twitter.com/martinrev21/status/1393003764286509059
[3] https://nooit.nl/een-schijnwerper-op-sdg-13-legt-een-grote-ecologische-ramp-bloot/
[2] https://www.alternativesjournal.ca/community/activism/the-future-of-us-aj-x-wwf-canada/
[2] https://www.newswire.ca/news-releases/even-species-at-risk-are-cramped-at-home-835970366.html
[2] https://wwf.ca/natural-climate-solutions/
[2] https://enb.iisd.org/get-updates
[2] https://www.burreninbloom.com/

Top URLs in Tweet in G6:
[8] https://www.invw.org/2021/05/12/seed-the-north-fighting-climate-change-one-sprout-at-a-time/
[4] https://www.franceculture.fr/emissions/les-tetes-chercheuses/les-abeilles-ou-le-sens-des-choses-de-la-nature-et-de-la-pensee
[4] https://www.canada.ca/en/environment-climate-change/services/nature-legacy/activities/learn-top-five-threats.html
[3] https://www.youtube.com/watch?v=HGvK_AXjXLQ

[3] https://ici.radio-canada.ca/ohdio/premiere/emissions/le-6-a-9/segments/chronique/354894/declin-jours-froid-an-nord-canadien-universite-winnipeg?fbclid=IwAR0DdKPmD8nNcGOedDGYbRUKD6NXPaNJ0H746e88SF7Yfk78YOj3ctEPeX4
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01241-2
[3] https://www.devonwildlifetrust.org/take-action/action-insects
[2] https://bioengineer.org/xerocrassa-montserratensis-an-endemic-and-threatened-snail-in-catalonia/
[2] https://bioengineer.org/how-moths-find-their-flame-genetics-of-mate-attraction-discovered/
[2] https://www.ecowatch.com/coral-reefs-survival-carbon-emissions-2652951441.html

Top URLs in Tweet in G7:
[4] https://en.unesco.org/news/learn-our-planet-what-you-need-know
[2] https://www.editionsladecouverte.fr/la_fabrique_des_pandemies-9782348054877
[2] https://www.derbyshiredales.gov.uk/your-council/news-and-publications/latest-news/3310-wild-flowers-making-a-comeback
[1] https://www.netwerk24.com/Nuus/Omgewing/klimaat-dalk-teen-25-deel-van-leerplan-20210513
[1] https://on.unesco.org/2Q4ZxR
[1] https://twitter.com/GWandShows/status/1393261246825345024
[1] https://petition.parliament.uk/petitions/562054
[1] https://undp.shorthandstories.com/gef-sgp-traditional-knowledge-for-a-sustainable-future/index.html
[1] https://www.theguardian.com/environment/2021/may/12/love-our-bogs-uk-should-harness-all-its-landscapes-in-fight-for-climate-report-aoe
[1] https://www.scientificamerican.com/article/mother-trees-are-intelligent-they-learn-and-remember/

Top URLs in Tweet in G8:
[3] https://www.independent.co.uk/climate-change/news/rock-paintings-ancient-cave-climate-b1847200.html
[3] https://www.technologyreview.com/2021/04/29/1017811/california-climate-policy-carbon-credits-cause-co2-pollution
[2] https://twitter.com/blairpalese/status/1392440814735749124
[2] https://www.theguardian.com/environment/2021/may/13/cod-almighty-how-faroes-delicacy-nearly-vanished
[2] https://insideclimatenews.org/news/01052021/warming-trends-a-global-warming-beer-really-needs-a-frosty-mug-ghost-trees-in-new-york-and-a-cooking-site-gives-up-beef/
[2] https://www.researchgate.net/publication/350007470_Overlapping_Areas_of_Non-Indigenous_and_Critically_Endangered_Freshwater_Fishes_Setting_Conservation_Priorities_in_Greece?enrichId=rgreq-e22d71195b20be3d848e697b9a68bea5-XXX&enrichSource=Y292ZXJQYWdlOzM1MDAwNzQ3MDtBUzoxMDAwNDY3OTI0NTE2ODY3QDE2MTU1NDE1NDk1MzM%3D&el=1_x_3&_esc=publicationCoverPdf
[2] https://www.eawag.ch/bgb
[1] https://archaeologynewsnetwork.blogspot.com/2021/05/differences-between-leopards-are.html?spref=tw
[1] https://archaeologynewsnetwork.blogspot.com/2021/05/time-running-out-to-save-coral-reefs.html?spref=tw
[1] https://archaeologynewsnetwork.blogspot.com/2021/05/conservationists-concerned-about.html?spref=tw

Top URLs in Tweet in G9:
[13] https://twinybots.ch/
[8] https://www.bbc.co.uk/news/science-environment-57071514
[5] http://plazi.org/news/beitrag/the-digital-age-and-the-tragedy-of-not-knowing-what-we-know-about-biodiversity/9dd9ad2b5066c8da6c6921531ade766a/
[2] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[2] https://www.weforum.org/agenda/2021/05/bee-populations-conservation-netherlands?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=12/05/2021+23:00
[2] https://www.theguardian.com/environment/2021/may/14/environment-department-tried-to-bury-research-that-found-huge-underspend-on-australian-threatened-species
[2] https://en.unesco.org/news/learn-our-planet-what-you-need-know
[2] https://jesslohmann.com/lilybowers
[1] https://twitter.com/guardiannews/status/1392264067717419009
[1] https://www.nutreco.com/.../nutreco-sets-out-bold-new.../

Top URLs in Tweet in G10:
[2] https://www.inaturalist.org/projects/gsbiogroup
[1] https://www.ecowatch.com/pesticides-hazard-soil-health-2652876678.html
[1] https://theconversation.com/peat-bogs-restoring-them-could-slow-climate-change-and-revive-a-forgotten-world-139182?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://www.theguardian.com/us-news/2021/may/11/deep-sea-anglerfish-california-beach-finding-nemo
[1] https://twitter.com/idbdeb/status/1392163873978044418
[1] https://www.inaturalist.org/observations/78519904
[1] https://www.inaturalist.org/observations/73467684
[1] https://www.inaturalist.org/observations/63672184
[1] https://www.inaturalist.org/observations/78384282
[1] https://www.inaturalist.org/observations/77222688

Top Domains
Top Domains in Tweet in Entire Graph:
[362] twitter.com
[69] clickasnap.com
[49] thenarwhal.ca
[48] theguardian.com
[47] co.uk
[37] youtube.com
[35] weforum.org
[34] usf.edu
[34] revistavenamerica.com
[32] nature.com

Top Domains in Tweet in G1:
[17] twitter.com
[7] ipbes.net
[6] globalwildlife.org
[4] cbd.int
[4] eurekalert.org
[4] partnersinflight.org
[3] globallandscapesforum.org
[3] fao.org
[3] google.com
[3] unccd.int

Top Domains in Tweet in G2:
[127] twitter.com
[18] nature.com
[11] theguardian.com
[11] usf.edu
[8] iied.org
[7] change.org
[6] linkedin.com
[5] com.au
[5] co.uk
[4] youtube.com

Top Domains in Tweet in G3:
[1] npca.org
[1] blogspot.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] org.uk
[1] biodiversityweek.ie
[1] civileats.com

Top Domains in Tweet in G5:
[25] twitter.com
[6] youtube.com
[4] co.uk
[3] bankwatch.org
[3] theguardian.com
[3] nooit.nl
[2] alternativesjournal.ca
[2] newswire.ca
[2] wwf.ca
[2] iisd.org

Top Domains in Tweet in G6:
[52] twitter.com
[15] bioengineer.org
[8] invw.org
[6] theguardian.com
[6] youtube.com
[5] thegef.org
[4] ecowatch.com
[4] franceculture.fr
[4] canada.ca
[3] radio-canada.ca

Top Domains in Tweet in G7:
[5] unesco.org
[5] twitter.com
[2] editionsladecouverte.fr
[2] gov.uk
[1] netwerk24.com
[1] parliament.uk
[1] shorthandstories.com
[1] theguardian.com
[1] scientificamerican.com
[1] sciencedaily.com

Top Domains in Tweet in G8:
[5] twitter.com
[4] co.uk
[3] blogspot.com
[3] theguardian.com
[3] technologyreview.com
[2] insideclimatenews.org
[2] researchgate.net
[2] mongabay.com
[2] eawag.ch
[1] economist.com

Top Domains in Tweet in G9:
[25] twitter.com
[13] twinybots.ch
[12] co.uk
[6] linkedin.com
[5] plazi.org
[4] theguardian.com
[4] blogspot.com
[3] youtube.com
[3] mongabay.com
[2] ac.uk

Top Domains in Tweet in G10:
[7] inaturalist.org
[2] theconversation.com
[1] ecowatch.com
[1] theguardian.com
[1] twitter.com
[1] usf.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3970] biodiversity
[793] nature
[571] biodiversityday
[470] climatechange
[356] fornature
[322] photography
[298] wildlife
[227] climatecrisis
[219] smart
[213] sustainability



Top Hashtags in Tweet in G1:
[644] biodiversity
[504] biodiversityday
[265] fornature
[82] nature
[80] speciesextinction
[71] africa
[68] endangeredspeciesday
[55] foodsecurity
[51] earth
[26] climatechange

Top Hashtags in Tweet in G2:
[734] biodiversity
[49] commonasmuckproject
[48] climatechange
[31] rodboroughcommon
[30] conservation
[29] minchinhamptoncommon
[26] nature
[23] biodiversityday
[21] wildlife
[17] climatecrisis

Top Hashtags in Tweet in G3:
[7] biodiversity
[3] photography
[2] wildlifephotography
[2] photooftheday
[2] photoshoot
[2] life
[2] animals
[2] environment
[1] covid19
[1] trees

Top Hashtags in Tweet in G4:
[53] biodiversity
[33] bbchomeground
[4] wildlife
[3] wildflowers
[3] pollinators
[2] nature
[2] lovenature
[2] beetles
[2] beautiful
[1] nomowmay

Top Hashtags in Tweet in G5:
[181] biodiversity
[89] climatechange
[73] sustainability
[65] fridaysforfuture
[62] climate
[57] nature
[52] climatecrisis
[46] climateaction
[43] parents
[42] homeschooling

Top Hashtags in Tweet in G6:
[168] biodiversity
[87] climatecrisis
[65] climatechange
[59] climateaction
[50] fridaysforfuture
[48] climate
[40] climatejustice
[37] 気候危機
[34] deforestation
[32] netzero

Top Hashtags in Tweet in G7:
[123] biodiversity
[96] climatechange
[68] gardenersworld
[7] sustainability
[5] learnforourplanet
[5] conservation
[5] wildflowers
[4] naturebasedsolutions
[4] wildlife
[4] rewilding

Top Hashtags in Tweet in G8:
[61] biodiversity
[18] wildlife
[16] environment
[15] nature
[14] conservation
[14] earth
[12] climatechange
[10] edna
[10] thailand
[9] climate

Top Hashtags in Tweet in G9:
[205] biodiversity
[30] nature
[23] conservation
[18] environment
[16] wildlife
[15] climatechange
[12] sustainability
[9] ecology
[9] science
[9] climateaction

Top Hashtags in Tweet in G10:
[85] fungi
[83] fungusfriday
[83] bioluminescent
[33] biodiversity
[32] spider
[32] bolivia
[12] thailand
[12] mudskipper
[8] nature
[5] naturephotography

Top Words
Top Words in Tweet in Entire Graph:
[3969] #biodiversity
[906] unbiodiversity
[793] #nature
[620] biodiversity
[584] species
[571] #biodiversityday
[570] key
[561] 22
[557] years
[480] know

Top Words in Tweet in G1:
[813] unbiodiversity
[643] #biodiversity
[504] #biodiversityday
[484] 22
[323] ipbes
[265] #fornature
[263] chance
[252] depend
[241] action
[241] protect

Top Words in Tweet in G2:
[734] #biodiversity
[115] biodiversity
[96] nature
[72] more
[64] help
[63] species
[55] loss
[53] change
[52] protect
[49] #commonasmuckproject

Top Words in Tweet in G3:
[345] parveenkaswan
[345] know
[345] bacterial
[345] discovery
[345] yellowstone
[345] national
[345] park
[345] 55
[345] years
[345] ago

Top Words in Tweet in G4:
[249] lgspace
[242] wildlife
[166] boost
[164] wild
[163] small
[163] reduction
[163] mowing
[163] including
[163] public
[163] spaces

Top Words in Tweet in G5:
[181] #biodiversity
[90] earthkikashi
[89] #climatechange
[73] #sustainability
[65] #fridaysforfuture
[62] #climate
[57] #nature
[52] #climatecrisis
[48] ecodiddle
[47] nature

Top Words in Tweet in G6:
[168] #biodiversity
[87] #climatecrisis
[65] #climatechange
[59] #climateaction
[58] climate
[50] #fridaysforfuture
[48] #climate
[42] act
[42] works
[40] #climatejustice

Top Words in Tweet in G7:
[123] #biodiversity
[112] peat
[96] #climatechange
[83] people
[80] education
[79] loss
[76] global
[76] key
[76] bogs
[75] gwandshows

Top Words in Tweet in G8:
[61] #biodiversity
[52] thrilled
[52] manage
[52] retrieve
[52] whole
[52] migratory
[52] journey
[52] two
[52] black
[52] tailed

Top Words in Tweet in G9:
[205] #biodiversity
[33] biodiversity
[30] #nature
[23] #conservation
[18] #environment
[16] #wildlife
[15] #climatechange
[14] nature
[12] #sustainability
[11] need

Top Words in Tweet in G10:
[135] inaturalist
[132] observation
[121] day
[85] #fungi
[85] see
[83] happy
[83] #fungusfriday
[83] bunch
[83] #bioluminescent
[83] ghost

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[361] national,park
[356] years,ago
[351] know,bacterial
[351] bacterial,discovery
[351] discovery,yellowstone
[351] yellowstone,national
[351] park,55
[351] 55,years
[351] ago,key
[351] key,development

Top Word Pairs in Tweet in G1:
[251] #biodiversity,depend
[251] #biodiversityday,22
[249] #biodiversityday,chance
[234] action,#fornature
[233] 22,#biodiversityday
[233] protect,#biodiversity
[232] #fornature,protect
[231] chance,galvanize
[231] galvanize,action
[230] unbiodiversity,22

Top Word Pairs in Tweet in G2:
[49] #biodiversity,#commonasmuckproject
[36] #biodiversity,loss
[31] #commonasmuckproject,#rodboroughcommon
[24] nature,based
[22] based,solutions
[22] protecting,#biodiversity
[20] measuring,#biodiversity
[16] #climatechange,#biodiversity
[16] #commonasmuckproject,#minchinhamptoncommon
[14] #biodiversity,means

Top Word Pairs in Tweet in G3:
[345] know,bacterial
[345] bacterial,discovery
[345] discovery,yellowstone
[345] yellowstone,national
[345] national,park
[345] park,55
[345] 55,years
[345] years,ago
[345] ago,key
[345] key,development

Top Word Pairs in Tweet in G4:
[163] small,reduction
[163] reduction,mowing
[163] mowing,including
[163] including,public
[163] public,spaces
[163] spaces,parks
[163] parks,road
[163] road,islands
[163] islands,roadverges
[163] roadverges,boost

Top Word Pairs in Tweet in G5:
[37] #climatejustice,#気候正義
[36] earthkikashi,#fridaysforfuture
[33] #homeschooling,#parents
[31] #learning,#edutwitter
[31] #気候正義,#climatechange
[30] #edutwitter,#education
[29] #climateemergency,#climatecrisis
[29] #climatecrisis,#気候緊急事態
[29] #気候緊急事態,#気候危機
[28] #fridaysforfuture,#climate

Top Word Pairs in Tweet in G6:
[34] #biodiversity,#deforestation
[31] #climateaction,#climatecrisis
[30] #ableg,#abpoli
[30] #abpoli,#cdnpoli
[30] #cdnpoli,#yyc
[30] #yyc,#yeg
[30] #yeg,#climate
[30] #climate,#netzero
[30] #netzero,#climateaction
[28] warming,climate

Top Word Pairs in Tweet in G7:
[78] #biodiversity,loss
[77] #climatechange,#biodiversity
[75] peat,bogs
[74] 67,people
[74] people,think
[74] think,#climatechange
[74] global,challenges
[74] challenges,education
[74] education,key
[74] key,solving

Top Word Pairs in Tweet in G8:
[52] thrilled,manage
[52] manage,retrieve
[52] retrieve,whole
[52] whole,migratory
[52] migratory,journey
[52] journey,two
[52] two,black
[52] black,tailed
[52] tailed,godwits
[52] godwits,year

Top Word Pairs in Tweet in G9:
[10] #nature,#biodiversity
[8] throwing,money
[8] schemes,ineffective
[7] biodiversity,#biodiversity
[7] money,biodiversity
[7] biodiversity,schemes
[7] ineffective,#biodiversity
[7] #climatechange,#biodiversity
[6] #environment,#biodiversity
[5] #wildlife,#biodiversity

Top Word Pairs in Tweet in G10:
[121] observation,day
[83] happy,#fungusfriday
[83] #fungusfriday,observation
[83] day,bunch
[83] bunch,#bioluminescent
[83] #bioluminescent,ghost
[83] ghost,#fungi
[83] #fungi,omphalotus
[83] omphalotus,nidiformis
[82] inaturalist,happy

Top Replied-To
Top Replied-To in Entire Graph:
@coolrunning2009
@sussanley
@canalsurpatagon
@cityptbo
@harveylockewild
@elonmusk
@carmelannddaly
@jpvanypersele
@kavithareddy16
@amelia_womack

Top Replied-To in G1:
@4post2020bd
@ippcnews
@unbiodiversity

Top Replied-To in G2:
@harveylockewild
@cityptbo
@wired
@nprdancharles
@nicolaksdavis
@sarahkaplan48
@pgreenfielduk
@trishwbelli
@dp_dietrich
@davidgallan

Top Replied-To in G4:
@biodatacentre

Top Replied-To in G5:
@carmelannddaly
@amelia_womack
@julie_dutto
@_lisamcox
@growgardeners
@waterfordcounci

Top Replied-To in G6:
@hazloe3

Top Replied-To in G7:
@d_t_tweets
@francoisperl
@geertnoels
@cliveswinsco
@unesco
@jonburkeuk

Top Replied-To in G8:
@coolrunning2009

Top Mentioned
Top Mentioned in Entire Graph:
@unbiodiversity
@ipbes
@parveenkaswan
@lgspace
@inaturalist
@cleanboss2
@earthkikashi
@globallf
@mikehudema
@unep

Top Mentioned in G1:
@unbiodiversity
@ipbes
@globallf
@surenmehra
@unep
@un
@antonioguterres
@nijhuism
@dw_environment
@midoripaxton

Top Mentioned in G2:
@unbiodiversity
@geobon_org
@natureecoevo
@unepwcmc
@iied
@ipbes
@wwf
@uk_ceh
@natureserve
@sva__

Top Mentioned in G3:
@parveenkaswan
@rameshpandeyifs
@bhaveshthakkar1
@kritikasingh__
@indiaves
@canon_india
@unbiodiversity
@sajalaryan4
@aarzoo_khurana
@sudhirshivaram

Top Mentioned in G4:
@lgspace
@bobsalisbury
@wildlifeni
@plymouthcc
@churchesgreen
@irishenvnet
@defragovuk
@nfutweets
@swtcarltonmarsh
@sebpberry

Top Mentioned in G5:
@earthkikashi
@ecodiddle
@wwfcanada
@eu_commission
@riteboss
@biodatacentre
@connect4climate
@visittipp
@cosewic
@forum_wetlands

Top Mentioned in G6:
@mangroveproject
@thegef
@profstrachan
@ecowarriorss
@msfowlersays
@christinemilne
@ristori20
@mzjacobson
@charluv2011
@bsuhic

Top Mentioned in G7:
@gwandshows
@unesco
@gillianfoxcroft
@donnarainey4
@earthkikashi
@davegoulson
@tchsunderland
@lgspace
@dogwooddays_nic
@cifor

Top Mentioned in G8:
@miguelbtg
@bron1954
@vanessafiji
@chunhuams
@aussieneets
@russellmoxham
@debbie_spirit
@samcoyi
@drbirute
@_joseaalves_

Top Mentioned in G9:
@jesslohm
@climatree
@kirncroftdoors
@greengirlmedia
@morphizm

Top Mentioned in G10:
@inaturalist
@dr_garytaylor
@alimleslie
@conversationuk
@lpwbr
@lgspace
@emiliosthemist1
@_jake_robinson
@eufoode
@guidetraining

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@grandesmedios
@edinburghwatch
@chidambara09
@rjber15
@mhall55nine
@joni_looking
@billm9
@evankirstel
@manmet80

Top Tweeters in G1:
@missb62
@rjber15
@yarosisnancy
@john1966olsen
@ludmila1348
@cberrl
@lorettabower3
@anselmonadir
@percievedlogic
@olumideidowu

Top Tweeters in G2:
@edinburghwatch
@wwf
@marksandspencer
@nytimes
@drrimmer
@benishii_
@washingtonpost
@susanamnk
@aktiondemograph
@news_ghana

Top Tweeters in G3:
@viralvideovlogs
@ashishtrpathi1
@keshda
@tarundsnaol
@guzzlersinc
@lakshmianand96
@ramrenuv
@drnikhil_p_b
@hydwatch
@onlyonenetra

Top Tweeters in G4:
@hackneywick
@mstkindeed
@huwsayer
@danielalippke
@codienec
@aine
@miftyjackson
@amongstwits
@ysbrydshadow
@h1llbillies

Top Tweeters in G5:
@chidambara09
@billm9
@darylgibson
@broomstick33
@irishexaminer
@kirkmurphy
@ewestaway
@deepgreendesign
@theslimdude
@shabbirghewalla

Top Tweeters in G6:
@joni_looking
@manmet80
@lehimesa
@dancas2
@gracemurphy2
@blackphysicists
@blanketcrap
@lndontretweets
@amazingchevvolt
@charluv2011

Top Tweeters in G7:
@margymayell
@angegarrod
@jfsebastian146
@heather_c_c
@vampwritergrrl
@jackopj16
@saralimback
@ei473mwla740fty
@jyotsna2964
@derbyshireprom1

Top Tweeters in G8:
@guardian
@haltaq
@abcnews
@dwnews
@jane__eden
@nicolasnicola22
@bron1954
@ajenews
@hartshill18hay1
@johnsnowmtainer

Top Tweeters in G9:
@rpujolvives
@zecohealth
@morphizm
@sakshipost
@auliakbar
@automobilsport
@lucian2drei
@1nterestingtech
@fanofprincephil
@helpscharlie

Top Tweeters in G10:
@sandssims
@blueravefinn
@joaniegentian
@teadrivendev
@rouquinne
@doctorscience
@mtanichthys
@jipenc
@planthorror
@archaicbro


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