#biodiversity, Twitter, 1/21/2021 2:17:39 AM, 246114


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#biodiversity_2021-01-20_17-25-08.xlsx
#biodiversity_2021-01-20_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
#biodiversity via NodeXL https://bit.ly/2Kyp6r3
@ecology_tweets
@unbiodiversity
@ipbes
@wef
@jane__eden
@aminattock
@allanbusby3
@eco1start
@oneplanetsummit
@inaturalist

Top hashtags:
#biodiversity
#nature
#climatechange
#conservation
#ecosystems
#wildlife

Description:
Description
The graph represents a network of 6,596 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, 21 January 2021 at 01:35 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 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 4-day, 21-hour, 46-minute period from Friday, 15 January 2021 at 11:31 UTC to Wednesday, 20 January 2021 at 09:18 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 : 6596
Unique Edges : 4329
Edges With Duplicates : 12429
Total Edges : 16758
Number of Edge Types : 5
Retweet : 5643
MentionsInRetweet : 7570
Replies to : 153
Mentions : 2085
Tweet : 1307
Self-Loops : 1424
Reciprocated Vertex Pair Ratio : 0.0208999543170397
Reciprocated Edge Ratio : 0.0409441772010292
Connected Components : 569
Single-Vertex Connected Components : 248
Maximum Vertices in a Connected Component : 5184
Maximum Edges in a Connected Component : 14621
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.930101
Graph Density : 0.000205491324031703
Modularity : 0.48803
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,596 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, 21 January 2021 at 01:35 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 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 4-day, 21-hour, 46-minute period from Friday, 15 January 2021 at 11:31 UTC to Wednesday, 20 January 2021 at 09:18 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:
[43] https://www.weforum.org/agenda/2020/12/biodiversity-2020-new-species-discoveries-animals-insects?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=16/01/2021+23:00
[33] https://twinybots.ch/
[32] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=17/01/2021+14:15
[30] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fecology-evolution%2Ffulltext%2FS0169-5347%2820%2930289-5&rc=0
[27] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=19/01/2021+09:30
[20] https://agingwithfreedom.com/2021/01/14/viome-test-results-2/
[20] https://tweetedtimes.com/v/1560?s=tnp
[19] https://www.scientificamerican.com/article/how-the-suburbs-could-help-save-biodiversity/
[19] https://www.weforum.org/agenda/2021/01/captive-gorillas-catch-covid-19-heres-how-to-protect-endangered-species?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=18/01/2021+11:00
[15] https://www.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe

Top URLs in Tweet in G1:
[10] https://news.globallandscapesforum.org/46865/variety-of-life-on-earth-is-being-lost-at-unprecedented-pace/
[9] https://events.globallandscapesforum.org/biodiversity-2020/policy-recommendations/
[5] https://oneplanetsummit2021.site.calypso-event.net/en/
[4] https://events.globallandscapesforum.org/biodiversity-2020/policy-recommendations
[4] https://newsroom.wcs.org/News-Releases/articleType/ArticleView/articleId/15693/Statement-by-Cristian-Samper-President-and-CEO-Wildlife-Conservation-Society-at-the-One-Planet-Summit-January-11-2021.aspx
[3] https://www.reutersevents.com/sustainability/one-planet-summit-biodiversity-was-just-start-we-need-plug-finance-gap-nature#.YAHaj_L2rFI.twitter
[3] https://www.unep.org/news-and-stories/press-release/step-climate-change-adaptation-or-face-serious-human-and-economic
[3] https://www.cbd.int/article/stakeholder-open-webinar-climate-2021
[3] https://www.iisd.org/events/nbs-as-catalyst-for-achieving-mutual-benefits-for-people-nature-and-climate
[3] https://www.theguardian.com/environment/2021/jan/11/insect-populations-suffering-death-1000-cuts-scientists

Top URLs in Tweet in G2:
[14] https://www.scientificamerican.com/article/how-the-suburbs-could-help-save-biodiversity/
[14] https://twinybots.ch/
[7] https://www.theguardian.com/environment/2021/jan/18/ngos-demand-action-not-promises-as-eu-accused-of-failing-to-protect-seas
[7] https://phys.org/news/2021-01-indigenous-peoples-wary-biodiversity.html
[6] https://natureneedshalf.org/nnh-podcast/
[5] https://twitter.com/MyFrogCroaked/status/1350585736102359040
[5] https://twitter.com/RewildScotland/status/1350478173998374912
[4] https://www.scotsman.com/news/opinion/columnists/insect-extinction-now-global-crisis-heres-why-we-must-act-and-what-we-can-do-stop-it-craig-macadam-3101756
[4] https://www.inspiredtraveler.ca/deforestation-quebec-and-canada-could-do-more/
[4] https://www.globalcitizen.org/en/content/eu-biodiversity-strategy-sea-oceans-european-union/?utm_source=twitter&utm_medium=social&utm_campaign=share&_branch_match_id=link-880117146965418025

Top URLs in Tweet in G3:
[9] https://www.theguardian.com/us-news/2021/jan/16/my-neighbourhood-is-being-destroyed-to-pacify-his-supporters-the-race-to-complete-trumps-wall
[4] https://science.sciencemag.org/content/371/6526/239
[4] https://twinybots.ch/
[3] https://www.miamiherald.com/news/local/environment/article248338010.html
[2] https://myrepublica.nagariknetwork.com/news/dogs-are-our-friends-why-cannot-wild-dogs-be/?categoryId=opinion
[2] https://www.theplanetarypress.com/2021/01/more-than-50-countries-pledge-to-protect-30-of-the-worlds-land-and-ocean-by-2030/
[2] https://twitter.com/carlosguerra_pt/status/1349793252464070658
[1] https://www.theguardian.com/environment/2021/jan/15/seagrass-neptune-balls-sieve-millions-of-plastic-particles-from-water-study-finds
[1] https://www.theguardian.com/environment/2021/jan/14/northern-white-rhinos-saved-extinction-stem-cells
[1] https://www.sciencefocus.com/nature/hyenas-fascinating-misunderstood-yet-absolutely-essential/

Top URLs in Tweet in G4:
[39] https://www.weforum.org/agenda/2020/12/biodiversity-2020-new-species-discoveries-animals-insects?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=16/01/2021+23:00
[24] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=17/01/2021+14:15
[21] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=19/01/2021+09:30
[18] https://www.weforum.org/agenda/2021/01/captive-gorillas-catch-covid-19-heres-how-to-protect-endangered-species?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=18/01/2021+11:00
[5] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=15/01/2021+02:00
[4] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=13/01/2021+02:00
[4] https://twitter.com/wef/status/1351514806273126404
[3] https://www.weforum.org/agenda/2020/12/biodiversity-2020-new-species-discoveries-animals-insects?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=14/01/2021+04:00
[3] https://www.weforum.org/agenda/2021/01/polar-whales-ocean-sea-environment-biodiversity-whaling?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=11/01/2021+14:45
[2] https://www.weforum.org/agenda/2021/01/worlds-animal-species-habitat-loss-agriculture-2050?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=13/01/2021+03:00

Top URLs in Tweet in G5:
[7] https://furtherafrica.com/2021/01/20/tanzania-mulls-creation-of-wildlife-sanctuaries-on-lake-nyasas-islands/
[5] https://www.instagram.com/accounts/login/
[5] https://www.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe
[5] https://twinybots.ch/
[5] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[2] https://www.sixdegreesnews.org/archives/29825/environmental-organizations-issue-7-policy-recommendations-on-biodiversity-and-one-health
[2] PHL
[2] https://www.organicconsumers.org/blog/back-future-tom-mr-monsanto-vilsack-part-i
[2] https://www.theguardian.com/business/2021/jan/17/church-of-england-to-step-up-pressure-on-firms-to-improve-diversity
[2] https://www.plantagbiosciences.org/project/sequester/2021/01/18/the-ancient-irish-had-a-greater-appreciation-and-understanding-of-their-environment/

Top URLs in Tweet in G6:
[14] https://www.con-telegraph.ie/2021/01/17/new-gmit-phd-research-scholarships-in-marine-science-and-biodiversity-conservation/
[3] https://mailchi.mp/rural-interfaces/newsletter-january-2021
[1] https://pubs.er.usgs.gov/publication/wri844251
[1] https://twitter.com/Nathan_Donley/status/1351654378638229504
[1] https://www.biodiversityireland.ie/projects/additional-survey-schemes/farmers-wildlife-calendar-climate-tracker/
[1] https://www.agriland.ie/farming-news/agri-aware-campaign-to-teach-pupils-about-about-food-production
[1] https://topjobs-teagasc.thehirelab.com/LiveJobs/JobApply/75195?source=1&externalAgency=-1
[1] https://www.thejournal.ie/?p=5323720&utm_source=shortlink
[1] https://www.gmit.ie/news/gmit-launches-new-cullen-phd-scholarships-marine-science-biodiversity-conservation-west
[1] https://www.conservationfrontlines.org/2021/01/covid-19s-impacts-on-african-conservation-a-perfect-storm-for-wildlife-wildlands-and-rural-communities/

Top URLs in Tweet in G7:
[5] https://inaturalist.ala.org.au/stats/2020
[1] https://twitter.com/jonburkeUK/status/1347815452953767939
[1] http://www.inaturalist.org/observations/67579983
[1] https://www.inaturalist.org/observations/63672184
[1] https://www.inaturalist.org/observations/67791342
[1] https://www.inaturalist.org/observations/67887656
[1] https://www.inaturalist.org/observations/68101746
[1] https://www.inaturalist.org/observations/67942884
[1] https://www.inaturalist.org/observations/68270564
[1] https://www.inaturalist.org/blog/45614-an-iranian-bird-guide-and-bright-pink-native-plant-observation-of-the-week-1-19-21

Top URLs in Tweet in G8:
[14] https://www.nytimes.com/2021/01/13/climate/trump-spotted-owl.html
[4] https://www.weforum.org/reports/the-global-risks-report-2021
[4] https://www.hakaimagazine.com/features/an-antidote-for-environmental-despair/
[3] https://www.bloombergquint.com/business/climate-action-is-embedding-into-how-the-world-works
[3] https://insideclimatenews.org/news/14102020/targeted-ecosystem-restoration-nature-study-climate-biodiversity/
[3] https://helmtickets.com/events/6486/tree-circles---the-importance-of-trees-for-people-and-planet-a-two-session-online-conference
[3] https://www.thefuturescentre.org/fos/
[2] https://news.un.org/en/story/2021/01/1081752
[2] https://www.2degreesc.org/
[2] https://www.outsideonline.com/2420006/our-newest-national-park-new-river-gorge

Top URLs in Tweet in G9:
[1] http://eyepakistan.app.com.pk/afforestation-plan-on-7200-square-km-area-to-stem-biodiversity-loss-combat-desertification/
[1] https://twitter.com/AjazNtfp/status/1350782056888991745

Top URLs in Tweet in G10:
[4] https://cosmosmagazine.com/earth/sustainability/is-this-a-new-silent-spring/
[1] https://amp.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe?__twitter_impression=true
[1] https://www.inkl.com/a/dZzLxdtbPJg
[1] https://amp.theguardian.com/environment/2021/jan/14/northern-white-rhinos-saved-extinction-stem-cells?__twitter_impression=true
[1] https://www.edie.net/news/7/Aldi-s-plastic-free-packaging-and-Portugal-s-coal-phase-out--The-sustainability-success-stories-of-the-week/
[1] https://scitechdaily.com/climate-change-drives-babbler-birds-into-ecological-trap/
[1] https://twitter.com/alex_verbeek/status/1350109214765699073
[1] https://twitter.com/planetary_sec/status/1350130887158083588
[1] https://twitter.com/treehugger/status/1350080557531717632
[1] https://www.edie.net/news/11/Boris-Johnson-promises--3bn-of-climate-finance-for-nature-by-2026/

Top Domains
Top Domains in Tweet in Entire Graph:
[407] twitter.com
[173] weforum.org
[112] theguardian.com
[108] clickasnap.com
[70] co.uk
[51] youtube.com
[33] twinybots.ch
[32] globallandscapesforum.org
[30] elsevierhealth.com
[26] scientificamerican.com

Top Domains in Tweet in G1:
[30] globallandscapesforum.org
[24] twitter.com
[12] theguardian.com
[10] cbd.int
[8] fao.org
[6] calypso-event.net
[6] iisd.org
[5] globalcanopy.org
[5] weforum.org
[5] unep.org

Top Domains in Tweet in G2:
[168] twitter.com
[37] theguardian.com
[20] scientificamerican.com
[14] weforum.org
[14] twinybots.ch
[12] phys.org
[11] co.uk
[7] org.uk
[6] natureneedshalf.org
[6] treehugger.com

Top Domains in Tweet in G3:
[29] twitter.com
[11] theguardian.com
[5] google.com
[4] sciencemag.org
[4] youtube.com
[4] twinybots.ch
[3] miamiherald.com
[2] nagariknetwork.com
[2] helsinki.fi
[2] theplanetarypress.com

Top Domains in Tweet in G4:
[139] weforum.org
[9] twitter.com
[2] theguardian.com
[2] panda.org
[2] theglobeandmail.com
[2] sas.com
[2] wildedge.info
[1] govt.nz
[1] sdg2advocacyhub.org
[1] enplusgroup.com

Top Domains in Tweet in G5:
[35] twitter.com
[11] theguardian.com
[9] linkedin.com
[7] furtherafrica.com
[5] instagram.com
[5] twinybots.ch
[5] climatebabes.com
[4] co.uk
[4] youtube.com
[4] weforum.org

Top Domains in Tweet in G6:
[14] con-telegraph.ie
[5] twitter.com
[4] mailchi.mp
[1] usgs.gov
[1] biodiversityireland.ie
[1] agriland.ie
[1] thehirelab.com
[1] thejournal.ie
[1] gmit.ie
[1] conservationfrontlines.org

Top Domains in Tweet in G7:
[9] inaturalist.org
[5] twitter.com
[5] org.au
[2] google.com
[1] ecologyaction.ca
[1] wixsite.com
[1] naturemapr.org
[1] upenn.edu
[1] pnas.org

Top Domains in Tweet in G8:
[14] nytimes.com
[10] twitter.com
[4] weforum.org
[4] hakaimagazine.com
[3] youtube.com
[3] bloombergquint.com
[3] insideclimatenews.org
[3] helmtickets.com
[3] thefuturescentre.org
[2] un.org

Top Domains in Tweet in G9:
[1] com.pk
[1] twitter.com

Top Domains in Tweet in G10:
[4] cosmosmagazine.com
[3] twitter.com
[2] theguardian.com
[2] edie.net
[1] inkl.com
[1] scitechdaily.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4210] biodiversity
[749] nature
[433] climatechange
[249] conservation
[236] ecosystems
[227] wildlife
[186] climateaction
[186] environment
[153] sustainability
[146] climate



Top Hashtags in Tweet in G1:
[561] biodiversity
[130] ecosystems
[108] nature
[107] climatechange
[60] foodsystems
[57] naturebasedsolutions
[55] oneplanetsummit
[55] adaptationgap
[51] coral
[48] fornature

Top Hashtags in Tweet in G2:
[719] biodiversity
[52] climatechange
[32] nature
[30] conservation
[25] climatecrisis
[23] climateaction
[19] climate
[19] sustainability
[17] wildlife
[15] trees

Top Hashtags in Tweet in G3:
[203] biodiversity
[59] nature
[54] nepal
[54] wildlife
[49] conservation
[32] recovery
[24] brighton
[18] hove
[17] climatecrisis
[15] soil

Top Hashtags in Tweet in G4:
[254] biodiversity
[61] whales
[36] education
[35] risks21
[35] data
[35] water
[35] poverty
[35] accessibility
[29] nature
[22] davosagenda

Top Hashtags in Tweet in G5:
[282] biodiversity
[31] nature
[30] climatechange
[24] wildlife
[23] environment
[20] conservation
[15] climatecrisis
[14] sustainability
[14] climateaction
[13] animals

Top Hashtags in Tweet in G6:
[164] biodiversity
[24] birds
[23] ballybaywetlands
[23] migratorybirds
[23] wetlands
[23] gmitnews
[21] swans
[6] ecosystems
[4] nature
[4] insectapocalypse

Top Hashtags in Tweet in G7:
[69] biodiversity
[64] polecat
[34] fungi
[33] papuanewguinea
[33] fungusfriday
[16] spider
[16] ant
[16] twofertuesday
[16] singapore
[15] climatechange

Top Hashtags in Tweet in G8:
[76] biodiversity
[40] climateaction
[19] conservation
[17] nature
[14] climatechange
[12] climatecrisis
[12] sustainability
[11] wildlife
[10] climateemergency
[10] earth

Top Hashtags in Tweet in G9:
[94] trail4
[94] nature
[94] islamabad
[42] billiontreehoney
[7] biodiversity
[7] kyberpakhtunkhwa
[7] forest
[7] khyberpakhtunkhwa
[7] balochistan
[2] naturebased

Top Hashtags in Tweet in G10:
[85] numberstoknow
[24] biodiversity
[11] nature
[9] wildlife
[8] conservation
[5] climatechange
[5] science
[5] extinction
[4] animals
[4] insects

Top Words
Top Words in Tweet in Entire Graph:
[4210] #biodiversity
[750] #nature
[521] unbiodiversity
[512] more
[462] species
[461] protect
[459] biodiversity
[433] nature
[432] #climatechange
[395] ipbes

Top Words in Tweet in G1:
[561] #biodiversity
[475] unbiodiversity
[349] ipbes
[227] oneplanetsummit
[213] land
[205] protect
[161] during
[151] shows
[144] high
[139] 2030

Top Words in Tweet in G2:
[719] #biodiversity
[106] nature
[91] more
[74] species
[68] biodiversity
[52] #climatechange
[50] help
[47] one
[47] loss
[47] great

Top Words in Tweet in G3:
[203] #biodiversity
[66] protect
[60] world
[59] #nature
[59] forestersujita
[54] #nepal
[54] #wildlife
[54] article
[53] please
[52] wild

Top Words in Tweet in G4:
[254] #biodiversity
[205] wef
[130] species
[65] years
[61] #whales
[57] 40
[57] whaling
[57] stopped
[57] recovered
[56] loss

Top Words in Tweet in G5:
[282] #biodiversity
[31] more
[31] #nature
[30] #climatechange
[24] #wildlife
[23] #environment
[20] #conservation
[20] biodiversity
[18] nature
[17] life

Top Words in Tweet in G6:
[164] #biodiversity
[121] farmland
[119] teagasc
[118] hiring
[118] permanent
[118] position
[118] researcher
[118] johnstown
[118] castle
[118] join

Top Words in Tweet in G7:
[203] inaturalist
[73] observation
[69] #biodiversity
[65] one
[65] four
[65] observations
[64] marbled
[64] #polecat
[64] vormela
[64] peregusna

Top Words in Tweet in G8:
[76] #biodiversity
[40] #climateaction
[23] chantalsimonato
[23] sminaev2015
[23] frisesally
[23] angelicagallegs
[23] yukarikingdom18
[23] mhall55nine
[23] eoff_sylvia
[23] semicvet50

Top Words in Tweet in G9:
[129] aminattock
[94] #trail4
[94] ready
[94] open
[94] public
[94] come
[94] enjoy
[94] pristine
[94] #nature
[94] tranquility

Top Words in Tweet in G10:
[135] scientists
[95] alex_verbeek
[92] northern
[89] hope
[85] see
[85] #numberstoknow
[84] number
[84] remaining
[84] white
[84] rhinos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] #biodiversity,loss
[153] during,oneplanetsummit
[151] unbiodiversity,during
[138] protect,30
[132] land,ocean
[132] 30,land
[131] ocean,2030
[129] oneplanetsummit,countries
[129] countries,pledged
[129] pledged,protect

Top Word Pairs in Tweet in G1:
[149] during,oneplanetsummit
[147] unbiodiversity,during
[129] 30,land
[128] oneplanetsummit,countries
[128] countries,pledged
[128] pledged,protect
[128] protect,30
[128] land,ocean
[128] ocean,2030
[128] 2030,high

Top Word Pairs in Tweet in G2:
[23] #biodiversity,loss
[17] protecting,half
[17] half,ireland
[17] ireland,nature
[17] nature,achievable
[17] achievable,national
[17] national,project
[17] project,take
[17] take,pride
[16] irishwildlife,protecting

Top Word Pairs in Tweet in G3:
[49] world,still
[48] please,give
[48] give,glance
[48] glance,article
[48] article,ecologistbikash
[48] ecologistbikash,dholes
[48] dholes,wild
[48] wild,dogs
[48] dogs,#nepal
[48] #nepal,tried

Top Word Pairs in Tweet in G4:
[57] 40,years
[57] years,whaling
[57] whaling,stopped
[57] stopped,species
[57] species,recovered
[57] recovered,#whales
[57] #whales,#biodiversity
[52] wef,40
[45] species,discovered
[45] discovered,2020

Top Word Pairs in Tweet in G5:
[9] #biodiversity,#conservation
[8] #nature,#biodiversity
[8] #biodiversity,loss
[8] #animals,#biodiversity
[7] #biodiversity,#environment
[7] #tanzania,mulls
[7] mulls,creation
[7] creation,#wildlife
[7] #wildlife,sanctuaries
[7] sanctuaries,#lakenyasa's

Top Word Pairs in Tweet in G6:
[118] hiring,permanent
[118] permanent,position
[118] position,farmland
[118] farmland,#biodiversity
[118] #biodiversity,researcher
[118] researcher,teagasc
[118] teagasc,johnstown
[118] johnstown,castle
[118] castle,join
[118] join,dynamic

Top Word Pairs in Tweet in G7:
[65] observations,inaturalist
[64] one,four
[64] four,marbled
[64] marbled,#polecat
[64] #polecat,vormela
[64] vormela,peregusna
[64] peregusna,эрээн
[64] эрээн,хүрнэ
[64] хүрнэ,mongolian
[64] mongolian,observations

Top Word Pairs in Tweet in G8:
[23] chantalsimonato,sminaev2015
[23] sminaev2015,frisesally
[23] frisesally,angelicagallegs
[23] angelicagallegs,yukarikingdom18
[23] yukarikingdom18,mhall55nine
[23] mhall55nine,eoff_sylvia
[23] eoff_sylvia,semicvet50
[22] arnabch01,chantalsimonato
[22] semicvet50,brindusab
[14] trump,opens

Top Word Pairs in Tweet in G9:
[94] #trail4,ready
[94] ready,open
[94] open,public
[94] public,come
[94] come,enjoy
[94] enjoy,pristine
[94] pristine,#nature
[94] #nature,tranquility
[94] tranquility,#islamabad
[93] aminattock,#trail4

Top Word Pairs in Tweet in G10:
[84] #numberstoknow,number
[84] number,remaining
[84] remaining,northern
[84] northern,white
[84] white,rhinos
[84] rhinos,mother
[84] mother,daughter
[84] daughter,scientists
[84] scientists,see
[84] see,hope

Top Replied-To
Top Replied-To in Entire Graph:
@natalieben
@globallf
@unep
@wef
@centerforbiodiv
@defragovuk
@unctad
@tomhall
@chunhuams
@xenialeoni

Top Replied-To in G1:
@natalieben
@wef
@eu_commission
@unep
@bfncoalition
@naturebftb
@unepnyo
@ecowarriorss
@laurel_bc
@paolocanfora

Top Replied-To in G2:
@globallf
@rbkindependents
@irishwildlife
@davegoulson
@tsholo4
@aloksharma_rdg
@business
@housedemocrats
@cbcnews

Top Replied-To in G3:
@tomhall
@defragovuk
@sanccob
@centerforbiodiv
@unep
@africanparks
@savetherhino
@wearewilderness
@gameandwildlife
@global_wildlife

Top Replied-To in G4:
@wef
@naturedeal

Top Replied-To in G6:
@codohertynews

Top Replied-To in G7:
@claudia_schipp

Top Replied-To in G8:
@chantalsimonato

Top Replied-To in G9:
@pakpmo

Top Replied-To in G10:
@baby_leo_bill
@centerforbiodiv
@planetary_sec

Top Mentioned
Top Mentioned in Entire Graph:
@unbiodiversity
@ipbes
@wef
@oneplanetsummit
@inaturalist
@aminattock
@johnfinn310
@globallf
@pnasnews
@wwf

Top Mentioned in G1:
@unbiodiversity
@ipbes
@oneplanetsummit
@pnasnews
@globallf
@wwf
@foodsystems
@unep
@unccd
@globalcanopy

Top Mentioned in G2:
@irishwildlife
@sciam
@unbiodiversity
@mongabay
@physorg_com
@bustaseed1
@wef
@our_fish
@guardian
@trvst_biodiv

Top Mentioned in G3:
@forestersujita
@carlosguerra_pt
@ecologistbikash
@gregbourke3
@btnhovewildlife
@mrillig
@an
@helsinkiuni
@wessexmuseums
@thephotohour

Top Mentioned in G4:
@wef
@sallyeaves
@wwf_dg
@sanchdash
@biindia
@enricomolinari
@mikequindazzi
@antgrasso
@fisher85m
@en

Top Mentioned in G5:
@morphizm
@alpamanta
@primenumero
@accurate_bets
@abkhaninsights
@trinesssd
@thecrnews
@charljustine_
@pruwawn
@ggfghana

Top Mentioned in G6:
@johnfinn310
@pippa_hackett
@biodatacentre
@gmitofficial
@fearghalrua
@graceosllvn
@thecontel
@ma
@pdjmoo
@kellsanglers

Top Mentioned in G7:
@inaturalist
@geocappiello
@citscioz
@naturemapr
@ibolconsortium
@gainbioblitz
@ecologyaction
@africawoodgrow
@gsbioblitz
@atlaslivingaust

Top Mentioned in G8:
@sminaev2015
@frisesally
@angelicagallegs
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@semicvet50
@arnabch01
@chantalsimonato
@brindusab

Top Mentioned in G9:
@aminattock
@faisalaminkhan
@plant4pak
@developmentpk
@imrankhanpti
@pakpmo
@btap2015
@rinasaeed
@wildlifeboard
@appcsocialmedia

Top Mentioned in G10:
@alex_verbeek
@planetary_sec
@how_sustainable
@ipbes
@phoeb0
@ajplus
@centerforbiodiv
@worldbirds32
@diebo37
@emmanuelmacron

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@jornalistavitor
@sectest9
@huskorkut
@ejlazar
@monicasloves
@robre62
@chidambara09
@angelamortimer2
@rjber15

Top Tweeters in G1:
@independent
@john1966olsen
@nilimajumder
@cwharlow
@timesofindia
@wwf
@lorettabower3
@dev_discourse
@dudeneyn
@olumideidowu

Top Tweeters in G2:
@guardian
@business
@petchary
@marting8177
@mr_spock
@gadflyquebec
@removegopnow
@bbcworld
@huffpostpol
@aplebeianlife

Top Tweeters in G3:
@coolbrighton
@anselmonadir
@stormhour
@johnnydee62
@solomankarl
@thephotohour
@centristrn
@morpheusbeing
@nafee77
@wavetop

Top Tweeters in G4:
@sectest9
@robre62
@chidambara09
@foggybottomgal
@lorimoreno
@davidlance3
@andrewmorrisuk
@amazingchevvolt
@ssxman2
@lawlor224

Top Tweeters in G5:
@allentien
@bprophetable
@parvez1
@aymanfadel
@climatebabes
@pruwawn
@buchfieber
@morphizm
@watchourcity
@lajbiz

Top Tweeters in G6:
@angelamortimer2
@adunlea
@thejournal_ie
@johnhar45782426
@amongstwits
@haggewoods
@lindahurrell
@pdjmoo
@jo_barnes
@team4nature

Top Tweeters in G7:
@lizdolphinfluff
@myco_radical
@wolf_six
@lucillagiannot1
@mariecolemanao
@kojirowo
@teadrivendev
@rouquinne
@jazznyanko22
@mitsu5

Top Tweeters in G8:
@huskorkut
@ejlazar
@monicasloves
@mhall55nine
@nieuwemarlean
@jilliemary
@xaelbot
@marienassar_
@astwisa
@codegnuts

Top Tweeters in G9:
@salman0800
@ambitiousfree
@rana_okarapti
@rehanahmed_92
@mittoonkhan
@gul5waqas
@idreesmohsin121
@naeembaig01
@waqassaleem141
@masif9593

Top Tweeters in G10:
@billm9
@andreasandy3131
@honeymoongondol
@sudeepkhatri
@acheetah42496
@gezgintrk
@annfinster
@antonio22201467
@jj_angelus
@moisturevapor8r


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