#biodiversity, Twitter, 5/14/2020 1:42:26 AM, 226690


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#biodiversity_2020-05-13_17-26-24.xlsx
#biodiversity_2020-05-13_17-26-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/3cwMFJw
@unbiodiversity
@ipbes
@janeyjones23
@jimnjuguna1
@imagine_garden
@natureecoevo
@theearthlover3
@inaturalist
@profcolinbean
@anilannaiah

Top hashtags:
#biodiversity
#nature
#competition
#conservation
#wildlife
#covid19

Description:
Description
The graph represents a network of 5,043 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, 14 May 2020 at 00:27 UTC.

The requested start date was Thursday, 14 May 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 3-day, 13-hour, 42-minute period from Saturday, 09 May 2020 at 13:34 UTC to Wednesday, 13 May 2020 at 03:16 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 : 5043
Unique Edges : 2707
Edges With Duplicates : 8140
Total Edges : 10847
Number of Edge Types : 5
Tweet : 778
Retweet : 3745
MentionsInRetweet : 4672
Mentions : 1530
Replies to : 122
Self-Loops : 842
Reciprocated Vertex Pair Ratio : 0.0270650263620387
Reciprocated Edge Ratio : 0.052703627652293
Connected Components : 588
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 3244
Maximum Edges in a Connected Component : 7848
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.773257
Graph Density : 0.00022983618154793
Modularity : 0.526739
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,043 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, 14 May 2020 at 00:27 UTC.

The requested start date was Thursday, 14 May 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 3-day, 13-hour, 42-minute period from Saturday, 09 May 2020 at 13:34 UTC to Wednesday, 13 May 2020 at 03:16 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:
[45] https://time.com/5815141/slovenia-bees-climate-change/
[44] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-020-1193-7
[21] https://impakter.com/the-link-between-climate-change-the-environment-and-our-health/
[15] https://www.youtube.com/playlist?list=PLP51aaML2Zdbx0WeQVBeJuqj2SPKze6_p

[15] https://www.theguardian.com/world/2020/apr/06/ban-live-animal-markets-pandemics-un-biodiversity-chief-age-of-extinction
[14] http://tweetedtimes.com/v/1560
[14] https://landscapeinstitute.org/news/climate-a
[13] https://twinybots.ch/
[12] https://facebook.com/anewlifepledge
[9] https://www.theguardian.com/lifeandstyle/2020/may/12/more-birds-and-bees-please-12-easy-expert-ways-to-rewild-your-garden

Top URLs in Tweet in G1:
[9] https://facebook.com/anewlifepledge
[3] https://ipbes.net/global-assessment
[3] https://www.oneearth.org/perspective-on-protecting-nature-in-the-midst-of-a-pandemic/
[3] https://forestsnews.cifor.org/65435/what-happens-when-freshwater-fish-hook-up-with-forests?fnl=en
[3] https://learningfornature.org/en/courses/communicating-the-value-of-biodiversity/
[3] https://www.unenvironment.org/news-and-stories/story/harnessing-tech-employ-last-mile-tree-planters-covid-19-world
[2] https://mailchi.mp/ipbes.net/call-for-nominations-ipbes-workshop-on-biodiversity-and-pandemics?e=9ff13ba424
[2] http://winwingothenburgaward.com/youth-award/
[2] https://twitter.com/unbiodiversity/status/1258653863076335616
[2] https://www.oie.int/fileadmin/Home/eng/Our_scientific_expertise/docs/pdf/COV-19/A_OIEWildlifeTradeStatement_April2020.pdf

Top URLs in Tweet in G3:
[11] https://twinybots.ch/
[5] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[5] https://impakter.com/the-link-between-climate-change-the-environment-and-our-health/
[3] https://www.theguardian.com/lifeandstyle/2020/may/12/more-birds-and-bees-please-12-easy-expert-ways-to-rewild-your-garden
[3] https://theconversation.com/biodiversity-and-our-brains-how-ecology-and-mental-health-go-together-in-our-cities-126760?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://antsvc55.wordpress.com/2020/05/11/myrmica-schencki-nationally-scarce-new-to-vc55-and-already-under-threat/
[2] https://www.greanvillepost.com/2020/05/07/slaughter-of-the-innocents-covid-19-the-future-of-agriculture/
[2] https://speciesforest.blogspot.com/2020/04/vroc-because-there-is-no-planet-b.html
[2] https://www.theguardian.com/lifeandstyle/2020/may/12/more-birds-and-bees-please-12-easy-expert-ways-to-rewild-your-garden?CMP=Share_iOSApp_Other
[2] https://twitter.com/guardianeco/status/1260159167148331008

Top URLs in Tweet in G4:
[3] https://www.europarl.europa.eu/committees/en/commissioner-sinkevicius-in-envi-circula/product-details/20200506CAN55005
[2] https://twitter.com/COPACOGECA/status/1258787706819182593
[2] https://www.theguardian.com/books/2020/may/06/the-well-gardened-mind-by-sue-stuart-smith-review-unwinding-with-nature
[2] https://www.theguardian.com/environment/2020/apr/25/birds-join-chorus-of-approval-as-wildlife-thrives-in-a-quieter-world
[1] https://twitter.com/Irishwildlife/status/1260262194152902663
[1] https://www.birdguides.com/news/high-levels-of-plastic-found-in-scottish-seabird-nests/
[1] https://mailchi.mp/03554f9cc3b5/weekly-brief-90
[1] https://www.arc2020.eu/leak-eu-biodiversity-strategy-sets-commitments-for-fertilizers-pesticides-organics/
[1] https://academic.oup.com/bioscience/advance-article/doi/10.1093/biosci/biaa002/5732594
[1] https://twitter.com/matteometta/status/1259879288163237890

Top URLs in Tweet in G5:
[2] https://greenpeace.zoom.us/webinar/register/WN_k-haziiGQf2raW8F3ta2dQ
[2] https://www.ecowatch.com/high-seas-treaty
[1] https://news.mongabay.com/2020/03/where-the-logging-ends-in-indonesian-borneo-the-forest-clearing-begins/
[1] https://twitter.com/miketerungwa/status/1258760403917692929
[1] https://secure.birds.cornell.edu/cassso/login?service=https%3A%2F%2Febird.org%2Flogin%2Fcas%3Fportal%3Debird&gateway=true&locale=en_US
[1] https://www.atozflowers.com/flower/campanula/
[1] http://www.reptileknowledge.com/squamata/king-cobra-snake.php
[1] https://asiancarp.ca/impacts/risk-assessments/ecological-risk-assessment-of-grass-carp/
[1] http://plantality.com/article/dianthus-barbatus

Top URLs in Tweet in G6:
[5] https://twitter.com/susantananda3/status/1259158428468998145

Top URLs in Tweet in G7:
[3] https://oceanpanel.org/blue-papers/critical-habitats-and-biodiversity-inventory-thresholds-and-governance
[3] https://researchmatters.in/news/genetic-diversity-india%E2%80%99s-lions-dangerously-low-and-%E2%80%99s-big-problem
[3] https://www.research-in-germany.org/news/2020/5/2020-05-12_Drastic_loss_of_water_insects.html
[2] https://oceanpanel.org/blue-papers/critical-habitats-and-biodiversity-inventory-thresholds-and-governance%E2%80%A6
[2] https://octopus.zoo.ox.ac.uk/studies/critical-habitats-2020
[2] https://bluehealth2020.eu/projects/scenarios/
[1] https://bit.ly/2Lpm7OB?utm_source=twitter&utm_medium=oceanpanel&utm_campaign=socialmedia&utm_term=736715cb-7498-4c4c-9996-055883833f64
[1] https://www.oceanpanel.org/blue-papers/critical-habitats-and-biodiversity-inventory-thresholds-and-governance
[1] https://www.mnn.com/your-home/organic-farming-gardening/stories/lost-apple-project-vintage-varieties
[1] https://conbio.org/publications/scb-news-blog/join-the-scb-disciplinary-inclusion-task-force

Top URLs in Tweet in G8:
[7] http://Pinha-de-s.Jo
[2] https://www.inaturalist.org/projects/city-nature-challenge-2020-
[1] https://www.inaturalist.org/observations/45609929
[1] https://www.inaturalist.org/observations/45198470
[1] https://www.inaturalist.org/observations/42850346
[1] https://www.inaturalist.org/observations/45273343
[1] https://www.inaturalist.org/observations/45340244
[1] https://www.inaturalist.org/observations/45550314
[1] https://twitter.com/VicBioCon/status/1260357979620007936
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-020-1193-7

Top URLs in Tweet in G9:
[12] https://impakter.com/the-link-between-climate-change-the-environment-and-our-health/
[3] https://impakter.com/rethinking-our-hushed-voices-on-animal-endangerment-and-extinction/
[2] https://facebook.com/anewlifepledge
[1] http://extranet.greens-efa-service.eu/public/media/file/1/6509
[1] https://www.irishtimes.com/opinion/the-six-steps-urgently-needed-to-save-irish-biodiversity-1.3797946#.Xq_j8nUKSOQ.twitter
[1] https://recruitment.jrc.ec.europa.eu/
[1] https://www.lifegranatha.eu/
[1] https://twitter.com/GreensEFA/status/1260231270841360389
[1] https://twitter.com/UCDinnovation/status/1255776587125055488
[1] https://twitter.com/MikeHudema/status/1260168459075403776

Top URLs in Tweet in G10:
[39] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-020-1193-7
[2] https://phys.org/news/2020-05-island-biodiversity-inaccessible-landscapes.html
[1] https://ourenvironment.berkeley.edu/news/2020/05/study-outlines-evolutionary-approach-urban-conservation
[1] https://www.frontiersin.org/articles/10.3389/fmicb.2020.01195/abstract
[1] https://phys.org/news/2020-05-belt-road-financiers-fall-short.html
[1] https://twitter.com/jeffreysmithJRS/status/1257747351273275395
[1] https://naturalcapitalproject.stanford.edu/news/finding-joy-everyday-biodiversity
[1] https://www.mdpi.com/2073-445X/9/5/145

Top Domains
Top Domains in Tweet in Entire Graph:
[195] twitter.com
[81] clickasnap.com
[58] youtube.com
[53] nature.com
[51] theguardian.com
[45] time.com
[37] co.uk
[26] facebook.com
[24] impakter.com
[24] instagram.com

Top Domains in Tweet in G1:
[18] twitter.com
[11] facebook.com
[6] ipbes.net
[6] unenvironment.org
[5] learningfornature.org
[5] theguardian.com
[4] undp.org
[4] weforum.org
[3] mailchi.mp
[3] oneearth.org

Top Domains in Tweet in G3:
[33] twitter.com
[21] instagram.com
[11] twinybots.ch
[8] linkedin.com
[8] theguardian.com
[5] google.com
[5] theconversation.com
[5] co.uk
[5] climatebabes.com
[5] impakter.com

Top Domains in Tweet in G4:
[11] twitter.com
[7] theguardian.com
[5] europa.eu
[2] youtube.com
[1] birdguides.com
[1] mailchi.mp
[1] arc2020.eu
[1] oup.com
[1] linkedin.com
[1] irishtimes.com

Top Domains in Tweet in G5:
[2] zoom.us
[2] ecowatch.com
[1] mongabay.com
[1] twitter.com
[1] cornell.edu
[1] atozflowers.com
[1] reptileknowledge.com
[1] asiancarp.ca
[1] plantality.com

Top Domains in Tweet in G6:
[5] twitter.com

Top Domains in Tweet in G7:
[6] oceanpanel.org
[4] researchmatters.in
[3] research-in-germany.org
[2] ac.uk
[2] bluehealth2020.eu
[1] bit.ly
[1] mnn.com
[1] conbio.org
[1] twitter.com

Top Domains in Tweet in G8:
[8] inaturalist.org
[7] pinha-de-s.jo
[1] twitter.com
[1] nature.com
[1] sciencemag.org

Top Domains in Tweet in G9:
[15] impakter.com
[6] twitter.com
[2] facebook.com
[1] greens-efa-service.eu
[1] irishtimes.com
[1] europa.eu
[1] lifegranatha.eu
[1] revolve.media
[1] zoom.us

Top Domains in Tweet in G10:
[39] nature.com
[3] phys.org
[1] berkeley.edu
[1] frontiersin.org
[1] twitter.com
[1] stanford.edu
[1] mdpi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2915] biodiversity
[602] nature
[443] competition
[272] conservation
[245] wildlife
[204] covid19
[188] climatechange
[106] environment
[101] botany
[92] forest



Top Hashtags in Tweet in G1:
[451] biodiversity
[241] nature
[119] covid19
[50] wildlife
[42] animalhealth
[41] oie
[38] climatechange
[27] globalassessment
[23] health
[19] climatecrisis

Top Hashtags in Tweet in G2:
[442] competition
[5] biodiversity
[3] flowergarden
[3] savethebees
[1] savetheplanet

Top Hashtags in Tweet in G3:
[266] biodiversity
[48] nature
[31] environment
[19] climatechange
[18] conservation
[18] birds
[15] wildlife
[15] ecology
[10] photography
[10] flowers

Top Hashtags in Tweet in G4:
[111] biodiversity
[18] pollinators
[16] gardening
[14] eufarm2fork
[12] wildgarden
[11] eubiodiversity
[11] plantsforpollinators
[11] growyourown
[8] nature
[8] climatechange

Top Hashtags in Tweet in G5:
[27] biodiversity
[17] congobasinforest
[12] 生物多様性
[10] oceans
[5] climate
[5] birdwatching
[5] nature
[5] biodiversity2020
[3] palmoil
[2] forest

Top Hashtags in Tweet in G6:
[105] conservation
[88] biodiversity
[77] wildlife
[76] snowleopard
[76] camera
[76] bigcats
[19] humpback
[19] oceanlife
[19] naturesbeauty
[11] birds

Top Hashtags in Tweet in G7:
[79] biodiversity
[15] bluehealth
[15] bluespaces
[12] research
[12] europe
[12] policies
[9] hlpbluepaper
[8] criticalhabitats
[7] diversity
[6] bluepaper

Top Hashtags in Tweet in G8:
[33] biodiversity
[30] moth
[30] india
[11] nature
[9] naturephotography
[8] wildlife
[7] plant
[6] ootd
[6] throwback
[6] birds

Top Hashtags in Tweet in G9:
[85] biodiversity
[21] covid19
[21] animalwelfare
[19] climatechange
[17] climateaction
[13] circulareconomy
[13] micromobility
[6] sdgs
[5] sustainable
[4] animal

Top Hashtags in Tweet in G10:
[35] biodiversity
[11] microscopy
[11] astrobiology
[6] redlist
[6] fungus
[6] psathyrella
[6] vienna
[6] citizenscientists
[4] connection
[2] conservation

Top Words
Top Words in Tweet in Entire Graph:
[4015] Words in Sentiment List#1: Positive
[2043] Words in Sentiment List#2: Negative
[42] Words in Sentiment List#3: Angry/Violent
[112201] Non-categorized Words
[118262] Total Words
[2913] #biodiversity
[1350] bee
[962] bees
[601] #nature
[511] save

Top Words in Tweet in G1:
[448] #biodiversity
[304] ipbes
[241] #nature
[124] nature
[121] unbiodiversity
[119] #covid19
[102] human
[102] change
[93] global
[91] altered

Top Words in Tweet in G2:
[1330] bee
[886] bees
[445] janeyjones23
[444] win
[442] #competition
[442] save
[442] book
[442] hotel
[442] seeds
[442] solar

Top Words in Tweet in G3:
[266] #biodiversity
[48] #nature
[35] more
[31] #environment
[19] #climatechange
[18] #conservation
[18] #birds
[16] biodiversity
[15] #wildlife
[15] #ecology

Top Words in Tweet in G4:
[111] #biodiversity
[30] strategy
[29] biodiversity
[26] eu
[18] #pollinators
[16] copacogeca
[16] farmers
[16] vsinkevicius
[16] #gardening
[15] more

Top Words in Tweet in G5:
[27] #biodiversity
[20] treaty
[17] webinar
[17] #congobasinforest
[17] thursday
[17] 14
[17] rainforestnorw
[14] cet
[14] 05
[13] join

Top Words in Tweet in G6:
[105] #conservation
[102] sumeshlekhi
[88] #biodiversity
[77] #wildlife
[76] #snowleopard
[76] checking
[76] #camera
[76] physicsandastr1
[76] #bigcats
[19] #humpback

Top Words in Tweet in G7:
[80] #biodiversity
[55] nuestracr
[51] marine
[49] exhaustive
[49] evaluation
[48] report
[48] impact
[48] human
[48] pressure
[47] evolution

Top Words in Tweet in G8:
[48] observation
[48] day
[47] inaturalist
[46] seen
[40] more
[33] #biodiversity
[30] #moth
[30] #india
[29] detail
[28] slightly

Top Words in Tweet in G9:
[85] #biodiversity
[28] impact
[22] read
[21] #covid19
[21] meps
[21] five
[21] decades
[21] ve
[21] managed
[21] destroy

Top Words in Tweet in G10:
[45] urban
[41] evolutionary
[40] management
[39] natureecoevo
[39] biodiversity
[39] using
[39] tools
[39] authors
[39] outline
[39] framework

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[453] save,bees
[443] #competition,save
[443] bees,win
[443] win,book
[443] book,bee
[443] bee,hotel
[443] hotel,seeds
[443] seeds,solar
[443] solar,bee
[443] bee,lights

Top Word Pairs in Tweet in G1:
[88] #nature,globe
[88] globe,significantly
[88] significantly,altered
[88] altered,multiple
[86] human,drivers
[86] drivers,change
[85] multiple,direct
[85] direct,indirect
[85] indirect,human
[84] ipbes,#nature

Top Word Pairs in Tweet in G2:
[442] #competition,save
[442] save,bees
[442] bees,win
[442] win,book
[442] book,bee
[442] bee,hotel
[442] hotel,seeds
[442] seeds,solar
[442] solar,bee
[442] bee,lights

Top Word Pairs in Tweet in G3:
[10] #birds,#biodiversity
[10] #nature,#beauty
[9] #climatechange,#biodiversity
[9] #beauty,#environment
[9] #environment,#soothing
[9] #soothing,#peace
[9] #peace,#satisfaction
[9] #satisfaction,#beautiful
[9] #beautiful,#photography
[9] #photography,#incredible

Top Word Pairs in Tweet in G4:
[18] biodiversity,strategy
[16] #biodiversity,#pollinators
[12] strategy,2030
[11] eu,farmers
[11] farmers,forest
[11] forest,owners
[11] owners,really
[11] really,heart
[11] heart,biodiversity
[11] 2030,sg

Top Word Pairs in Tweet in G5:
[17] webinar,#congobasinforest
[17] thursday,14
[13] join,webinar
[13] #congobasinforest,thursday
[13] 14,noon
[13] noon,cet
[13] cet,discuss
[13] discuss,forests'
[13] forests',importance
[12] rainforestnorw,join

Top Word Pairs in Tweet in G6:
[86] #conservation,#biodiversity
[76] #snowleopard,checking
[76] checking,#wildlife
[76] #wildlife,#camera
[76] #camera,physicsandastr1
[76] physicsandastr1,#conservation
[76] #biodiversity,#bigcats
[75] sumeshlekhi,#snowleopard
[19] #humpback,doing
[19] doing,one

Top Word Pairs in Tweet in G7:
[49] exhaustive,evaluation
[49] evaluation,marine
[49] marine,#biodiversity
[48] report,exhaustive
[48] #biodiversity,impact
[48] impact,human
[48] human,pressure
[47] pressure,evolution
[47] nuestracr,report
[45] evolution,mar

Top Word Pairs in Tweet in G8:
[48] observation,day
[35] inaturalist,observation
[29] more,detail
[28] day,slightly
[28] slightly,colorful
[28] colorful,euchromia
[28] euchromia,polymena
[28] polymena,tiger
[28] tiger,#moth
[28] #moth,seen

Top Word Pairs in Tweet in G9:
[21] five,decades
[21] decades,ve
[21] ve,managed
[21] managed,destroy
[21] destroy,60
[21] #animalwelfare,#biodiversity
[17] 60,animal
[17] animal,populations
[17] populations,#animalwelfare
[17] #biodiversity,check

Top Word Pairs in Tweet in G10:
[39] urban,biodiversity
[39] biodiversity,management
[39] management,using
[39] using,evolutionary
[39] evolutionary,tools
[39] tools,authors
[39] authors,outline
[39] outline,framework
[38] natureecoevo,urban
[38] framework,integ

Top Replied-To
Top Replied-To in Entire Graph:
@svanglofille
@janeyjones23
@wildimaging
@wildlingrocks
@neilbeecroft
@sportpossummit
@un
@harrietbirdlife
@tillingtonchum
@thriftygreen

Top Replied-To in G1:
@paulineverheij
@gybn_cbd
@franciscofilhou
@showdavida
@who

Top Replied-To in G2:
@janeyjones23

Top Replied-To in G3:
@pepperwoodca

Top Replied-To in G4:
@wildimaging
@harrietbirdlife
@thriftygreen
@tillingtonchum
@vsinkevicius
@lgspace
@donnarainey4
@b_strawbridge
@bill_gardener
@liamquaide

Top Replied-To in G5:
@wildlingrocks
@un
@sitampanjaya
@chunhuams

Top Replied-To in G9:
@unep

Top Replied-To in G10:
@jeffreysmithjrs

Top Mentioned
Top Mentioned in Entire Graph:
@janeyjones23
@ipbes
@unbiodiversity
@sumeshlekhi
@physicsandastr1
@clickasnap_
@dubcitycouncil
@xrebellionuk
@jayashreenandi
@kwren88

Top Mentioned in G1:
@ipbes
@unbiodiversity
@undp
@patriciakombo
@oieanimalhealth
@unep_africa
@winwinaward
@kaichanubc
@paul_rose
@unep

Top Mentioned in G2:
@janeyjones23
@amazon
@waterstones
@_princess_poppy
@pamelabentley22

Top Mentioned in G3:
@morphizm
@franzys999
@gezgintrk
@_oscience
@peacefullizall3
@tareland
@gjgamble
@nineinchbride

Top Mentioned in G4:
@copacogeca
@vsinkevicius
@news_rapha
@pekka_pesonen
@timmermanseu
@biodatacentre
@birdwatchie
@greenschoolsire
@arc2020eu
@aprescher_muc

Top Mentioned in G5:
@rainforestnorw
@un
@drbirute
@vanessafiji
@chunhuams
@ecowatch
@evonneyiu
@coolrunning2009
@vanillaismd
@exposelies2

Top Mentioned in G6:
@sumeshlekhi
@physicsandastr1
@earthbeauty17
@paulmartinson17
@coyotewatchcan

Top Mentioned in G7:
@nuestracr
@bluehealtheu
@coru_ubc
@oceanpanel
@geobiodiversity
@scb_sswg
@nereusprogram
@leibnizwgl
@lmu_muenchen
@projectseagrass

Top Mentioned in G8:
@inaturalist
@citykat75
@pintofscience
@speciesofearth
@sarthakmalhotr8
@citscioz
@naturemapr
@rmit_cur
@rmit
@lumixindia

Top Mentioned in G9:
@greensefa
@eu_commission
@lizchangemaker
@impakterdotcom
@ciarancuffe
@annadeparnay
@marcpalahi
@liamly
@eu_env
@graceosllvn

Top Mentioned in G10:
@natureecoevo
@tardigradopedia
@frontmicrobiol
@uq_news
@jeffreysmithjrs
@mrillig
@physorg_com
@igreilhuber
@maxrlambert

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@cowboyscifibot
@ns_online
@bev_metallica
@indiegametrends
@rjber15
@independent
@baarahk
@john1966olsen
@homegypsy

Top Tweeters in G1:
@rjber15
@john1966olsen
@guardian
@bbcnews
@hackneywick
@nytimes
@bajabiri
@adnanserpen
@the_hindu
@vievararosel

Top Tweeters in G2:
@bev_metallica
@smokeyformby
@greigo_uk
@mellysocks
@poowitheyes
@koey666
@rtlikewin
@moonlightlady2
@jamesdpaton
@kloubear88

Top Tweeters in G3:
@flashbloglive
@gezgintrk
@diabeticcyborgg
@aapremlall
@tamraraven
@climatebabes
@rapunzellet
@bazzio101
@morphizm
@buchfieber

Top Tweeters in G4:
@antrimlens
@rtenews
@team4nature
@jewelsfrazier68
@mme7
@britnatureguide
@b_strawbridge
@_canpula
@nina_ella_
@shanemcauliffe1

Top Tweeters in G5:
@23alzat
@thepowerofmeow
@frackhazreveal
@abcnews
@dwnews
@solhog
@nicolasnicola22
@ajenews
@shilawuri
@newskankyobu

Top Tweeters in G6:
@yagbebi
@brendahazelhur1
@gallerychapel
@wolf_girl_yulia
@gemswinc
@gabrielconstans
@biggspirit
@healthylondonuk
@colinandjo1
@wasungenmcw

Top Tweeters in G7:
@canadian_errant
@scieducation1
@diversityup
@researchgermany
@bd_stew
@rjlilley
@sjariefwidjaja
@jacoblevenson
@citagui
@gubbilabs

Top Tweeters in G8:
@haltaq
@aconvict
@teadrivendev
@mugrogue
@manindotblack
@danteusainferno
@ottaross
@notmoro
@ni075
@jhaue

Top Tweeters in G9:
@nomoreslaves
@rstatstweet
@eurocentrique
@fknrightchicago
@h_odiug
@riseup4all
@noikeanolife
@fantasmavoid
@copernicuseu
@bridmcgrath

Top Tweeters in G10:
@myco_radical
@twrdtw
@____deceiver
@angelseti
@physorg_com
@itooobserve
@_notixme
@physorg_biology
@liverpunch0351
@uq_news


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