#biodiversity, Twitter, 9/3/2020 1:27:08 AM, 234260


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#biodiversity_2020-09-02_17-44-12.xlsx
#biodiversity_2020-09-02_17-44-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 03, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/3h0whCM
@ecology_tweets
@ipbes
@unbiodiversity
@fao
@wef
@marinegofficial
@guardian
@workshopcomeco
@wwf_dg
@inaturalist

Top hashtags:
#biodiversity
#nature
#conservation
#climatechange
#wildlife
#pollinators
#environment

Description:
Description
The graph represents a network of 6,585 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, 03 September 2020 at 00:53 UTC.

The requested start date was Thursday, 03 September 2020 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 5-day, 17-hour, 19-minute period from Thursday, 27 August 2020 at 23:27 UTC to Wednesday, 02 September 2020 at 16:47 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 : 6585
Unique Edges : 4494
Edges With Duplicates : 12715
Total Edges : 17209
Number of Edge Types : 5
Retweet : 5639
MentionsInRetweet : 7948
Mentions : 2241
Replies to : 101
Tweet : 1280
Self-Loops : 1399
Reciprocated Vertex Pair Ratio : 0.0233262307951105
Reciprocated Edge Ratio : 0.0455890410958904
Connected Components : 536
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 5071
Maximum Edges in a Connected Component : 14641
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.94486
Graph Density : 0.000210468580327727
Modularity : 0.497749
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,585 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, 03 September 2020 at 00:53 UTC.

The requested start date was Thursday, 03 September 2020 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 5-day, 17-hour, 19-minute period from Thursday, 27 August 2020 at 23:27 UTC to Wednesday, 02 September 2020 at 16:47 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:
[83] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[45] https://twinybots.ch/
[41] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=31/08/2020+16:45
[33] https://www.weforum.org/agenda/2020/08/shark-conservation-drones-artificial-intelligence?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=01/09/2020+13:00
[32] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=29/08/2020+16:00
[24] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=29/08/2020+07:00
[21] https://tweetedtimes.com/v/1560?s=tnp
[19] http://skyddaskogen.se/en/news/5014-planned-nature-reserve-in-swedish-lapland-threatened-by-green-washing-scheme
[18] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=31/08/2020+22:00
[15] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge

Top URLs in Tweet in G1:
[15] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[6] https://peerj.com/articles/9727/
[5] https://audiovisual.ec.europa.eu/en/reportage/P-045068
[5] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge
[5] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge?CMP=share_btn_tw
[4] https://twitter.com/ellamcsweeney/status/1300350736627269632
[4] https://twitter.com/FAOKnowledge/status/1300693639388069888
[4] https://www.theguardian.com/environment/2020/sep/01/trump-administration-rule-drilling-national-forests
[4] https://conbio.onlinelibrary.wiley.com/doi/abs/10.1111/cobi.13620?cookieSet=1
[4] https://www.youtube.com/channel/UCEWiiHhfQn92AAP62cIvZRg

Top URLs in Tweet in G2:
[15] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[8] https://sites.google.com/fmach.it/g-bike-genetics-eu/policy-briefs/policy-brief_january-2020-translated
[4] https://www.cbd.int/doc/press/2020/pr-2020-08-26-midori-prize-en.pdf
[2] https://twitter.com/deespeak/status/1299259272467869697
[2] https://jobs.unops.org/Pages/ViewVacancy/VADetails.aspx?id=20108#2
[2] https://unfoundation.org/blog/post/we-need-urgent-action-to-protect-biodiversity/
[2] https://www.nationalgeographic.com/environment/2018/11/can-indigenous-land-stewardship-protect-biodiversity-/
[2] https://www.1milliontomiss.com/
[2] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge?CMP=share_btn_tw
[2] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics

Top URLs in Tweet in G3:
[38] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=31/08/2020+16:45
[33] https://twinybots.ch/
[29] https://www.weforum.org/agenda/2020/08/shark-conservation-drones-artificial-intelligence?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=01/09/2020+13:00
[29] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=29/08/2020+16:00
[18] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=29/08/2020+07:00
[14] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=31/08/2020+22:00
[12] https://www.brighttalk.com/webcast/17701/429663
[11] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[10] https://peakd.com/hive-106444/@shuvo35/spending-time-with-pigeons
[9] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=27%2F08%2F2020+15%3A45

Top URLs in Tweet in G4:
[6] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics?CMP=Share_iOSApp_Other
[3] http://www.fao.org/state-of-forests/en/?utm_source=twitter&utm_medium=social+media&utm_campaign=fao
[2] http://www.fao.org/publications/sofo/en/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoforestry
[2] http://www.fao.org/documents/card/en/c/cb0416en/?utm_content=buffer7863e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://unfoundation.org/blog/post/we-need-urgent-action-to-protect-biodiversity/?utm_source=Twitter&utm_medium=Organic&utm_content=we-need-urgent-action-to-protect-biodiversity
[2] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=29/08/2020+16:00
[1] https://science.sciencemag.org/content/369/6507/eabc5654.abstract
[1] https://soundcloud.com/unfao/biodiversity-report-2019?utm_content=bufferb4e1c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.fao.org/biodiversity/biodiversity-day/en/?utm_content=buffer19e86&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/slink?code=gWyw5Tj

Top URLs in Tweet in G5:
[1] https://www.veganbottle.com/
[1] https://www.veganbottlewater.com/
[1] https://www.nationalgeographic.com/animals/2020/08/smooth-handfish-extinct-other-handfishes-threatened/
[1] https://www.theguardian.com/commentisfree/2020/aug/26/us-farming-agriculture-food-supply-danger
[1] https://twitter.com/cfstruefood/status/1298761636862464001
[1] https://twitter.com/mwfwildlife/status/1299397711804809216
[1] https://www.theguardian.com/environment/2020/aug/31/a-sacred-spot-why-gold-mining-threatens-nova-scotias-wildest-river
[1] https://twitter.com/crewcrew/status/1300297366503927808

Top URLs in Tweet in G6:
[9] https://twinybots.ch/
[5] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[2] http://www.cec.org.au/newsletter/CECNewsletter.Winter2020.pdf
[2] https://whatsaroudus.blogspot.com/p/onlookers-spot-winged-buddies-20.html
[2] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics?CMP=Share_iOSApp_Other
[2] https://www.dailymail.co.uk/news/article-8679221/Loss-biodiversity-destruction-worlds-forests-unleash-pandemics.html
[2] https://www.mirova.com/en/ideas/natural-capital-our-2019-impact-report
[2] https://docs.google.com/forms/d/e/1FAIpQLSdLYPBDEJ2km7RgJsfAaCJPhIjyMs5H7BloW2FqOkk2LPw10A/viewform?usp=send_form
[2] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge?CMP=twt_a-environment_b-gdneco
[2] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge

Top URLs in Tweet in G7:
[2] https://twitter.com/Maatnefer1/status/1299613698961666054
[1] https://twitter.com/Bauern_Verband/status/1300409753051463680
[1] https://twitter.com/florikafink/status/1300670199398572032
[1] https://twitter.com/_Ivan_Ramirez/status/1300696567847022592
[1] https://twitter.com/AsunSEO/status/1299427577208201218
[1] https://twitter.com/BirdsMatter_ie/status/1300367957097418752
[1] https://twitter.com/lemonde_planete/status/1299081216281411585
[1] http://landezine.com/index.php/2020/08/jiading-wetland-park-by-dlc/
[1] https://www.ramsar.org/news/seven-new-wetlands-of-international-importance-for-china
[1] https://www.deutschland.de/en/topic/politics/biodiversity-in-the-eu-the-new-strategy-for-2030

Top URLs in Tweet in G8:
[3] https://www.youtube.com/watch?v=lRq00hb_j6E

[2] https://www.inaturalist.org/
[2] https://www.inaturalist.org/projects/moth-night-a-great-southern-bioblitz-project
[2] https://greatsouthernbiobl.wixsite.com/website
[1] https://twitter.com/roamingmoth/status/1300328996320681985
[1] https://www.inaturalist.org/projects/great-southern-bioblitz-2020-lima-peru
[1] https://twitter.com/Dr_Akito/status/1299181195532656643
[1] https://inaturalist.ala.org.au/projects/great-southern-bioblitz-umbrella/journal/39881-gsb-1-000
[1] https://twitter.com/AnjaBotswana/status/1300744337056321536
[1] https://www.inaturalist.org/projects/great-southern-bioblitz-2020-lake-mac-city

Top URLs in Tweet in G9:
[5] https://smartfarming.ie/
[4] https://twitter.com/shanemcauliffe1/status/1299042892787470336
[3] https://www.naturalcapitalireland.com/post/the-ifnc-launches-a-study-on-business-biodiversity
[2] https://twitter.com/shanemcauliffe1/status/1299292801872662528
[2] https://www.catchments.ie/research-call-conservation-and-restoration-of-degraded-ecosystems-and-their-biodiversity-including-a-focus-on-aquatic-systems/
[1] https://www.teagasc.ie/sustainableagriculture
[1] https://www.theguardian.com/commentisfree/2020/aug/31/birds-are-keeping-me-sane-in-lockdown-when-this-is-over-we-must-do-more-to-protect-them?CMP=Share_AndroidApp_Other
[1] https://twitter.com/EcofactEcology/status/1298293946041475072
[1] https://twitter.com/AgrilandIreland/status/1300809686980190208
[1] https://www.surveymonkey.com/r/SQ3GH6X

Top URLs in Tweet in G10:
[8] https://www.shropshirestar.com/news/environment/2020/08/25/campaigners-close-to-buying-bio-diverse-meadow-after-raising-20000/
[8] https://www.theguardian.com/environment/2020/aug/25/country-diary-oilseed-is-a-mixed-blessing-for-bumblebees
[4] https://www.egu.eu/8OK81J/
[2] https://www.clickasnap.com/i/f59wr889ybwrcdgz#.Ww0QeAtbTTM.twitter
[2] https://www.clickasnap.com/i/46alzcfc3jgjslyi#.WSP1zCQ5RiY.twitter
[2] https://www.clickasnap.com/i/bgc4rp10l90pq1g8
[2] https://www.clickasnap.com/i/zxf018fqis1yifs4#.WRSZw21oJE8.twitter
[2] https://www.clickasnap.com/i/x1yfcfrxclcgolbm#.Wm9N1WAIvBg.twitter
[2] https://www.clickasnap.com/i/vked968ob9k1d6m3
[2] https://www.clickasnap.com/i/e0xg7ww4549uu52t#.WuYxZOdaPRc.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[374] twitter.com
[212] theguardian.com
[184] weforum.org
[107] clickasnap.com
[47] co.uk
[46] youtube.com
[45] twinybots.ch
[30] wiley.com
[30] nature.com
[27] linkedin.com

Top Domains in Tweet in G1:
[117] twitter.com
[58] theguardian.com
[23] smh.re
[15] co.uk
[15] wiley.com
[11] weforum.org
[10] nature.com
[10] youtube.com
[10] peerj.com
[8] treehugger.com

Top Domains in Tweet in G2:
[20] twitter.com
[15] climatebabes.com
[13] theguardian.com
[8] weforum.org
[8] google.com
[6] youtube.com
[6] nature.com
[6] cbd.int
[5] unfoundation.org
[4] ipbes.net

Top Domains in Tweet in G3:
[154] weforum.org
[35] theguardian.com
[33] twinybots.ch
[14] twitter.com
[12] brighttalk.com
[10] peakd.com
[9] cosmosmagazine.com
[8] globallandscapesforum.org
[6] edu.au
[5] co.uk

Top Domains in Tweet in G4:
[10] fao.org
[7] theguardian.com
[5] twitter.com
[4] weforum.org
[4] unfoundation.org
[2] biodiversityfinance.net
[1] sciencemag.org
[1] soundcloud.com
[1] linkedin.com
[1] nationalgeographic.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] theguardian.com
[1] veganbottle.com
[1] veganbottlewater.com
[1] nationalgeographic.com

Top Domains in Tweet in G6:
[40] twitter.com
[17] theguardian.com
[16] instagram.com
[9] twinybots.ch
[8] linkedin.com
[8] co.uk
[5] org.au
[3] mdpi.com
[3] blogspot.com
[3] google.com

Top Domains in Tweet in G7:
[11] twitter.com
[2] europa.eu
[1] landezine.com
[1] ramsar.org
[1] deutschland.de
[1] wemove.eu
[1] casprindia.org
[1] conservationoptimism.org

Top Domains in Tweet in G8:
[20] inaturalist.org
[10] twitter.com
[4] youtube.com
[4] naturemapr.org
[3] wixsite.com
[1] org.au
[1] youtu.be
[1] vimeo.com
[1] theguardian.com
[1] ensia.com

Top Domains in Tweet in G9:
[11] twitter.com
[5] smartfarming.ie
[3] naturalcapitalireland.com
[2] youtube.com
[2] catchments.ie
[1] teagasc.ie
[1] theguardian.com
[1] surveymonkey.com
[1] idonate.ie
[1] zoom.us

Top Domains in Tweet in G10:
[107] clickasnap.com
[9] theguardian.com
[9] shropshirestar.com
[4] egu.eu
[4] co.uk
[3] twitter.com
[1] fondationbiodiversite.fr
[1] economist.com
[1] theconversation.com
[1] soilassociation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4690] biodiversity
[513] nature
[367] conservation
[274] climatechange
[230] wildlife
[220] pollinators
[203] environment
[174] ecology
[154] photography
[151] climate



Top Hashtags in Tweet in G1:
[850] biodiversity
[55] climatechange
[53] mining
[37] conservation
[35] climate
[28] renewable
[26] energy
[25] nature
[21] environment
[18] ecology

Top Hashtags in Tweet in G2:
[540] biodiversity
[57] wildlife
[49] deforestation
[49] foodsecurity
[46] nature
[34] globalassessment
[33] climateaction
[30] covid19
[28] climatechange
[27] climate

Top Hashtags in Tweet in G3:
[355] biodiversity
[93] conservation
[40] extinction
[29] tech
[28] environment
[20] health
[18] climateemergency
[15] investors
[14] nature
[13] climateaction

Top Hashtags in Tweet in G4:
[336] biodiversity
[135] pollinators
[45] forests
[40] fao
[13] forest
[10] sustainable
[9] biodiversity2020
[6] climatechange
[5] covid19
[4] worldenvironmentday

Top Hashtags in Tweet in G5:
[23] animal
[12] biodiversity
[5] sdgs
[5] novascotia
[3] twitter
[3] environment
[2] plasticfree
[2] garden
[2] lawn
[2] endangeredspecies

Top Hashtags in Tweet in G6:
[253] biodiversity
[33] environment
[32] nature
[29] conservation
[26] wildlife
[17] climatechange
[13] ecology
[10] covid19
[10] wildlifephotography
[9] sustainability

Top Hashtags in Tweet in G7:
[49] biodiversity
[25] china
[24] wetlands
[10] conservation
[8] lynx
[5] pollinator
[5] wildflower
[5] burntislandstationbiodiversitygarden
[5] butterfly
[5] hoverfly

Top Hashtags in Tweet in G8:
[79] biodiversity
[31] citizenscience
[24] plants
[22] chile
[19] lizard
[19] australia
[16] nature
[16] biologist
[16] germany
[13] gsbioblitz

Top Hashtags in Tweet in G9:
[121] biodiversity
[23] nature
[10] birds
[10] covid19ireland
[8] ballybaywetlands
[7] wildlifephotography
[7] hellfire
[6] gaeilge
[6] thesignpostseries
[5] butterflies

Top Hashtags in Tweet in G10:
[272] biodiversity
[130] nature
[111] 500pxrtg
[103] flora
[88] photography
[74] rt
[28] publichealth
[24] bioabundance
[20] floodcontrol
[17] birding

Top Words
Top Words in Tweet in Entire Graph:
[4676] #biodiversity
[720] more
[651] biodiversity
[513] #nature
[466] food
[418] species
[395] loss
[393] ipbes
[367] #conservation
[351] study

Top Words in Tweet in G1:
[846] #biodiversity
[114] biodiversity
[87] more
[84] species
[61] loss
[56] global
[55] #climatechange
[53] #mining
[51] many
[50] paper

Top Words in Tweet in G2:
[535] #biodiversity
[335] ipbes
[201] more
[135] unbiodiversity
[97] loss
[85] depends
[82] ipcc_ch
[74] global
[62] stop
[61] assessment

Top Words in Tweet in G3:
[355] #biodiversity
[157] wef
[93] #conservation
[70] species
[70] thriving
[70] again
[68] europe
[54] biodiversity
[45] back
[42] extinct

Top Words in Tweet in G4:
[336] #biodiversity
[312] food
[272] increased
[160] fao
[146] production
[138] security
[138] benefits
[136] much
[135] #pollinators
[135] give

Top Words in Tweet in G5:
[213] marinegofficial
[193] guardian
[192] threatened
[191] extinction
[190] half
[190] killer
[190] whales
[190] according
[190] study
[190] british

Top Words in Tweet in G6:
[253] #biodiversity
[33] #environment
[32] #nature
[29] #conservation
[26] #wildlife
[22] more
[21] biodiversity
[21] current
[20] affairs
[18] gkcrunch

Top Words in Tweet in G7:
[49] #biodiversity
[44] barbarapompili
[42] year
[41] ohhh
[41] diverts
[41] ban
[41] illegal
[41] glue
[41] sticks
[41] sneakily

Top Words in Tweet in G8:
[105] inaturalist
[79] #biodiversity
[71] observation
[68] day
[36] inat
[34] user
[33] seen
[33] more
[31] #citizenscience
[27] nature

Top Words in Tweet in G9:
[121] #biodiversity
[28] more
[28] biodiversity
[23] #nature
[21] liamly
[20] people
[18] savethehellfire
[15] teagasc
[15] action
[14] year

Top Words in Tweet in G10:
[272] #biodiversity
[155] views_
[149] clickasnap_
[130] #nature
[115] getting
[115] funds
[111] #500pxrtg
[107] contribute
[103] #flora
[98] views

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[205] threatened,extinction
[200] half,killer
[200] killer,whales
[200] whales,threatened
[200] extinction,according
[200] according,study
[200] study,british
[200] british,daily
[200] daily,guardian
[199] marinegofficial,half

Top Word Pairs in Tweet in G1:
[44] #mining,materials
[26] commitment,planet
[26] planet,european
[26] european,commision
[26] proposal,fishing
[26] renewable,energy
[26] mitigating,#climate
[26] #climate,change
[26] change,crucial
[26] crucial,#biodiversity

Top Word Pairs in Tweet in G2:
[55] depends,#biodiversity
[49] major,opportunity
[49] opportunity,exceptional
[49] exceptional,crosscutting
[49] crosscutting,expertise
[49] expertise,#biodiversity
[49] #biodiversity,outstanding
[49] outstanding,academic
[49] academic,technical
[48] ipbes,major

Top Word Pairs in Tweet in G3:
[76] #biodiversity,#conservation
[70] species,thriving
[70] thriving,again
[68] again,europe
[68] europe,#biodiversity
[67] wef,species
[41] extinct,animals
[41] animals,came
[41] came,back
[41] back,life

Top Word Pairs in Tweet in G4:
[138] food,security
[135] increased,food
[135] food,production
[135] production,increased
[135] increased,#biodiversity
[135] #biodiversity,#pollinators
[135] #pollinators,give
[135] give,much
[135] much,benefits
[134] fao,increased

Top Word Pairs in Tweet in G5:
[190] half,killer
[190] killer,whales
[190] whales,threatened
[190] threatened,extinction
[190] extinction,according
[190] according,study
[190] study,british
[190] british,daily
[190] daily,guardian
[189] marinegofficial,half

Top Word Pairs in Tweet in G6:
[20] current,affairs
[18] #environment,#biodiversity
[12] follow,daily
[11] #biodiversity,#conservation
[10] #conservation,#biodiversity
[9] gkcrunch,#upscprelims2021
[8] #biodiversity,#wildlife
[8] daily,current
[8] affairs,gkcrunch
[8] #wildlifephotography,#biodiversity

Top Word Pairs in Tweet in G7:
[41] ohhh,barbarapompili
[41] barbarapompili,diverts
[41] diverts,year
[41] year,ban
[41] ban,illegal
[41] illegal,glue
[41] glue,sticks
[41] sticks,sneakily
[41] sneakily,authorising
[41] authorising,slaughter

Top Word Pairs in Tweet in G8:
[64] observation,day
[34] inat,user
[30] inaturalist,inat
[26] more,details
[22] user,gabyriela
[22] gabyriela,saw
[22] saw,nassauvia
[22] nassauvia,pinnigera
[22] pinnigera,#plants
[22] #plants,#chile

Top Word Pairs in Tweet in G9:
[12] #nature,#biodiversity
[11] currently,developing
[11] developing,year
[11] year,local
[11] local,biodiversity
[11] biodiversity,action
[11] action,plan
[11] plan,co
[11] co,leitrim
[11] leitrim,hear

Top Word Pairs in Tweet in G10:
[111] getting,funds
[107] clickasnap_,getting
[95] #500pxrtg,clickasnap_
[80] funds,#biodiversity
[74] #biodiversity,#flora
[74] clicks,#rt
[73] contribute,clicks
[72] views,contribute
[71] conservation,views
[67] #flora,#nature

Top Replied-To
Top Replied-To in Entire Graph:
@cgbiodiversity
@vanessafiji
@bonthurammohan
@jbaylor77
@cpajoe
@wwfcolombia
@cmomaharashtra
@tarakieran2
@ian_m_thomson
@unbiodiversity

Top Replied-To in G1:
@defragovuk
@srs_kyoten
@absolutewander
@allofyoucandoit
@stevebackshall
@ejrollinson
@cortes_john
@doktrnick

Top Replied-To in G2:
@unbiodiversity
@parimalsuklaba1
@mbachelet
@iisd_sdgs
@songwevera
@naturebasedsols

Top Replied-To in G3:
@badabrach
@marinescotland
@angegreenheart
@salmonresearch
@ian_m_thomson

Top Replied-To in G5:
@cpajoe

Top Replied-To in G7:
@bauern_verband
@eu_env
@fbaddache
@mossyhanafin

Top Replied-To in G8:
@wwfcolombia
@gsbioblitz

Top Replied-To in G9:
@biodatacentre
@jackmanneil

Top Mentioned
Top Mentioned in Entire Graph:
@ipbes
@marinegofficial
@guardian
@fao
@wef
@unbiodiversity
@clickasnap_
@inaturalist
@faoknowledge
@microstocka

Top Mentioned in G1:
@laurasonter
@trvst_biodiv
@basfagro
@ipbes
@marie_dade
@icraf
@thepeerj
@naturecomms
@artecologydept
@cyclonewatson

Top Mentioned in G2:
@ipbes
@unbiodiversity
@wwf_dg
@ipcc_ch
@un
@unfoundation
@unccd
@ibrahimthiaw
@deespeak
@iucn

Top Mentioned in G3:
@wef
@pri_news
@unep_fi
@drrimmer
@howardlwood
@strathearnrose
@davpope
@nature_scot
@nic
@aspaton

Top Mentioned in G4:
@fao
@faoknowledge
@faoforestry
@faoclimate
@undpbiofin
@abcbirds
@unbiodiversity
@earthorg
@ipbes
@cirad

Top Mentioned in G5:
@marinegofficial
@guardian
@alicev
@enviroedgenews
@linkedin
@alicevachet
@erinmoon72
@drjdrooghaag
@paul_steele
@iucnredlist

Top Mentioned in G6:
@gkcrunch
@williamtheb
@cecenviro
@ronmartino4
@mirova_ri
@maxxsilver1

Top Mentioned in G7:
@barbarapompili
@birdlifeeurope
@martharojasu1
@arielbrunner
@vsinkevicius
@birdingbrussels
@lifepr
@plantlifescot
@cnpnature
@ianplantlife

Top Mentioned in G8:
@inaturalist
@gsbioblitz
@cncadelaide
@citscioz
@naturemapr
@stephen_fricker
@gsbi
@anbg
@atlaslivingaust
@neilham2007

Top Mentioned in G9:
@liamly
@savethehellfire
@teagasc
@leitrimdevco
@ifamedia
@aecom
@michealocinnei1
@epaireland
@euagri
@fearghalrua

Top Mentioned in G10:
@clickasnap_
@microstocka
@natalieben
@planetary_sec
@eurogeosciences
@ofondiri
@dw_environment
@gunter_fischer
@soilassociation

Top Tweeters
Top Tweeters in Entire Graph:
@angelus_0923
@simanekomama
@marcodacostafx
@edinburghwatch
@robre62
@washiro
@rjber15
@drdaveanddee
@honeymoongondol
@miguelhilargiak

Top Tweeters in G1:
@edinburghwatch
@irishtimes
@pakistani_news
@outlookindia
@animalwarrior1
@thebonnydoon
@konstantinabel3
@btkrth
@guelphbugle
@fu

Top Tweeters in G2:
@rjber15
@mwhalan
@wwf
@charluv2011
@haltaq
@prameshjain12
@dev_discourse
@sandssims
@dudeneyn
@olumideidowu

Top Tweeters in G3:
@marcodacostafx
@robre62
@sudeepkhatri
@b1e56df9ce6549f
@business
@cberrl
@ambeautifulshow
@drrimmer
@ansisegle
@ht4ecosocialism

Top Tweeters in G4:
@nilimajumder
@tichitsinde
@parvez1
@allanmzalendo
@jornaldomacico
@luisb
@chettayoda
@choikepurun
@okafeng
@corruptpunjab

Top Tweeters in G5:
@guardian
@drjimmystar
@mlczone
@cftc10
@yagbebi
@edaccessible
@aluthiger
@eutopean
@debraruh
@nurseylu

Top Tweeters in G6:
@vitalanon
@williamtheb
@woodwarddiannej
@homesatmetacoda
@oswaldogomezs
@naturebooks2
@stella_vaskoudi
@mybabatweets
@lucian2drei
@ilceruttino

Top Tweeters in G7:
@iflck
@viriyabot
@scotrail
@hackneywick
@thofafor
@bettyjo62
@hughjaeger
@margareig
@miguelmcminn
@bsbibotany

Top Tweeters in G8:
@lizdolphinfluff
@teadrivendev
@divebot
@thinkalot
@mnxmoosi
@solo_alice
@adymitruk
@pmq_pmq
@granville4879
@deathclawbf

Top Tweeters in G9:
@mrkalman
@whatsonwow
@olddiesel
@frankmcdonald60
@magnumlady
@juliatetley
@1966persia
@irelandsfarmers
@shanemcauliffe1
@savebutterflies

Top Tweeters in G10:
@honeymoongondol
@yarosisnancy
@mulher_noticia
@mr_spock
@sufiboy
@dementedbonxie
@_pehicc
@nomoreslaves
@samljpage
@mandi_riseman


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