#biodiversity, Twitter, 1/28/2021 2:22:21 AM, 246662


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#biodiversity_2021-01-27_17-25-08.xlsx
#biodiversity_2021-01-27_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2021
Short Description:
#biodiversity via NodeXL https://bit.ly/2NCQLbr
@ecology_tweets
@unbiodiversity
@wef
@ipbes
@jane__eden
@johnfinn310
@globallf
@eco1start
@imagine_garden
@inaturalist

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

Description:
Description
The graph represents a network of 6,502 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, 28 January 2021 at 01:34 UTC.

The requested start date was Thursday, 28 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, 14-hour, 50-minute period from Monday, 18 January 2021 at 18:16 UTC to Saturday, 23 January 2021 at 09:06 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 : 6502
Unique Edges : 4923
Edges With Duplicates : 12154
Total Edges : 17077
Number of Edge Types : 5
Retweet : 5536
MentionsInRetweet : 7808
Tweet : 1286
Mentions : 2313
Replies to : 134
Self-Loops : 1410
Reciprocated Vertex Pair Ratio : 0.0247021532407913
Reciprocated Edge Ratio : 0.0482133333333333
Connected Components : 555
Single-Vertex Connected Components : 227
Maximum Vertices in a Connected Component : 4953
Maximum Edges in a Connected Component : 14458
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.755107
Graph Density : 0.000221791115495044
Modularity : 0.494338
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,502 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, 28 January 2021 at 01:34 UTC.

The requested start date was Thursday, 28 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, 14-hour, 50-minute period from Monday, 18 January 2021 at 18:16 UTC to Saturday, 23 January 2021 at 09:06 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:
[38] 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
[22] https://www.scientificamerican.com/article/how-the-suburbs-could-help-save-biodiversity/
[22] https://twinybots.ch/
[20] https://tweetedtimes.com/v/1560?s=tnp
[19] https://www.theguardian.com/environment/2021/jan/21/building-a-green-economy-could-stop-nightmare-degradation-of-amazon-aoe
[15] https://www.protectthackerpass.org/
[14] https://media.bayer.com/baynews/baynews.nsf/id/Scientist-Discovers-New-Bee-Species-on-Bayer-Partner-Farm-in-Brazil
[13] https://grist.org/climate/one-of-the-most-biodiverse-regions-in-the-us-is-also-its-least-protected/
[12] https://www.linkedin.com/slink?code=eXfhE-T

Top URLs in Tweet in G1:
[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
[8] https://events.globallandscapesforum.org/biodiversity-2020/policy-recommendations/
[6] https://www.weforum.org/reports/the-global-risks-report-2021/
[6] https://thehill.com/changing-america/opinion/532211-why-biden-should-launch-an-ecosystem-restoration-corps-in-2021
[5] https://gybn.typeform.com/to/nylLNhmm
[5] https://news.trust.org/item/20210119081114-l50qc
[5] https://globalcanopy.org/insights/insight/one-planet-summit-biodiversity-rises-up-the-global-agenda/
[4] https://globalcanopy.org/insights/publication/the-little-book-of-investing-in-nature-2/
[4] https://events.globallandscapesforum.org/biodiversity-2020/policy-recommendations
[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

Top URLs in Tweet in G2:
[10] https://www.theguardian.com/environment/2021/jan/21/building-a-green-economy-could-stop-nightmare-degradation-of-amazon-aoe
[6] https://www.youtube.com/watch?v=-7ui-3GMbVk&feature=youtu.be

[5] https://www.theguardian.com/environment/2021/jan/19/plotting-the-future-the-seed-guardians-bringing-variety-to-uk-gardens-aoe
[4] https://www.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe
[4] https://www.hortweek.com/royal-parks-biodiversity-scheme-receives-750k-funding-boost/landscape/article/1705154
[4] https://twitter.com/StopWensumLink/status/1352001563875823621
[3] https://www.linkedin.com/slink?code=ekidi3e
[3] https://scitechdaily.com/how-whale-poo-is-powering-the-worlds-rainforests/
[3] https://www.sciencedaily.com/releases/2021/01/210115110333.htm
[3] https://www.scientificamerican.com/article/how-the-suburbs-could-help-save-biodiversity/

Top URLs in Tweet in G3:
[12] https://twinybots.ch/
[7] https://furtherafrica.com/2021/01/20/tanzania-mulls-creation-of-wildlife-sanctuaries-on-lake-nyasas-islands/
[7] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[5] https://www.theguardian.com/environment/2021/jan/21/building-a-green-economy-could-stop-nightmare-degradation-of-amazon-aoe
[3] https://link.springer.com/epdf/10.1007/s10531-020-02073-8?sharing_token=w6DLWrv4Q8-6BCS_gfEdi_e4RwlQNchNByi7wbcMAY6w3tbyAhNNubLySx4IaiUfBM-LPcI0lGwM5N4hfxHto55uHFLHHAbxh3L4QqxdRXa9gpuTMoVjb-suBi4hU4FS-yLQTBbyiELA5bO5QkrkW3QxO9rUx65--NtQRVo5fGQ%3D
[3] http://oak.hasar.com
[3] https://bioengineer.org/genetic-rewiring-behind-spectacular-evolutionary-explosion-in-east-africa/
[2] https://www.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe
[2] https://www.plantagbiosciences.org/project/sequester/2021/01/18/the-ancient-irish-had-a-greater-appreciation-and-understanding-of-their-environment/
[2] 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

Top URLs in Tweet in G4:
[10] https://grist.org/climate/one-of-the-most-biodiverse-regions-in-the-us-is-also-its-least-protected/
[8] https://thehill.com/changing-america/sustainability/environment/534873-new-discovery-of-dwarf-giraffes-is-baffling
[4] https://www.energie-klimaschutz.de/lockdown-fuer-den-klimawandel/
[3] https://www.wessexmuseums.org.uk/book-online/
[3] https://www.clickasnap.com/i/f460seyq8id3g6pz#.WRIhouz2XL0.twitter
[2] https://www.sciencedaily.com/releases/2011/09/110927073157.htm
[2] https://www.clickasnap.com/i/6t81zjjdoy07j513
[2] https://www.clickasnap.com/i/wmqbnjlhopkn7ujj
[2] https://www.clickasnap.com/i/qotoafwih2cvfvh1#.WnCPDFa1SJw.twitter
[2] https://www.clickasnap.com/i/4uffasx00uu5l2mo#.WUEnE_UXack.twitter

Top URLs in Tweet in G5:
[1] https://www.dnb.nl/en/news/news-and-archive/persberichten-2020/dnb389021.jsp
[1] https://www.teagasc.ie/media/website/publications/2021/Environment---Biodiversity---a-growing-part-of-your-business.pdf
[1] https://topjobs-teagasc.thehirelab.com/LiveJobs/JobApply/75195?source=1&externalAgency=-1
[1] https://ien.ie/were-looking-for-a-communications-intern/
[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://www.youtube.com/watch?v=NkanLvjs-pI&feature=youtu.be

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D84mrT58kNG4&q=EgS4SO-bGNWnyIAGIhkA8aeDSyKDD2npyXAPzF1gP9chier2eaSaMgFy

Top URLs in Tweet in G6:
[2] https://www.gbif.org/news/6SrTuANNJyRweO9c6lSx85
[2] https://inaturalist.ala.org.au/stats/2020
[2] https://www.su.se/english/about-the-university/work-at-su/available-jobs?rmpage=job&rmjob=13813&rmlang=UK
[2] https://lifewatch.eu/consultation
[1] http://www.inaturalist.org/observations/67579983
[1] https://www.inaturalist.org/observations/63140566
[1] https://www.inaturalist.org/observations/67605442
[1] https://www.inaturalist.org/observations/68101746
[1] https://www.inaturalist.org/observations/66401863
[1] https://www.inaturalist.org/observations/68270564

Top URLs in Tweet in G7:
[3] https://zookeys.pensoft.net/article/54485/
[3] https://www.miamiherald.com/news/local/environment/article248338010.html
[2] https://twitter.com/VILLUMscience/status/1352594893206654979
[2] https://www.eea.europa.eu/highlights/latest-evaluation-shows-europes-nature
[2] https://news.sky.com/video/share-12186521
[2] https://neotropical.pensoft.net/article/50156/
[1] https://veluxfoundations.dk/en/content/annual-award-2021
[1] https://dce.au.dk/aktuelt/nyheder/nyhed/artikel/store-vilde-dyr-kan-vaere-en-billig-genvej-til-oeget-biodiversitet/
[1] https://www.funds-europe.com/news/mondrian-launches-green-bond-fund
[1] https://secretmanchester.com/the-northern-forest/

Top URLs in Tweet in G8:
[7] https://www.pnas.org/content/118/2/e2002545117
[1] https://twitter.com/elizabethmay/status/1351773524235493376
[1] https://mailchi.mp/64fce61c26f0/january-sns-newsletter?e=00cf43e32d&fbclid=IwAR30Sd_m6YaKLHSNt0lutHHq9v-K1gru5SWZe7_uWIUJ1trTjJ-wBvh8cFU
[1] https://www.nationalobserver.com/conversations
[1] https://www.nationalobserver.com/2021/01/14/news/dene-mp-ethel-blondin-andrew-conversations-event-indigenous-led-conservation
[1] https://thenarwhal.ca/alberta-oilsands-bird-monitoring-foi/
[1] https://thenarwhal.ca/alberta-coal-mining-backlash-explainer/
[1] https://www.cnet.com/news/scientists-count-elephants-from-space-with-satellites-and-computer-smarts/
[1] https://aslopubs.onlinelibrary.wiley.com/doi/10.1002/lno.11599?cookieSet=1
[1] https://therevelator.org/species-extinct-2020/

Top URLs in Tweet in G9:
[3] https://www.weforum.org/reports/the-global-risks-report-2021
[3] https://www.thefuturescentre.org/fos/
[3] https://e360.yale.edu/features/green-hydrogen-could-it-be-key-to-a-carbon-free-economy
[2] https://www.reutersevents.com/sustainability/one-planet-summit-biodiversity-was-just-start-we-need-plug-finance-gap-nature
[2] https://news.un.org/en/story/2021/01/1081752
[2] http://sdg.iisd.org/news/high-ambition-coalition-financial-disclosure-framework-gain-momentum/
[2] https://kajembren.org/
[2] https://www.regenwald.org/petitionen/1216/bitte-unterschreibt-gegen-den-voelkermord-durch-bolsonaro?t=361-282-7819-1
[1] https://twitter.com/PlaneteNAUSICAA/status/1351517704012890112
[1] 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 G10:
[2] https://myrepublica.nagariknetwork.com/news/dogs-are-our-friends-why-cannot-wild-dogs-be/?categoryId=opinion
[2] https://jeffollerton.co.uk/2021/01/18/flowers-can-be-assholes-quite-literally/
[2] https://www.biovision.ch/en/citizenscience/
[1] https://greengrowthknowledge.org/ZeE
[1] https://kathmandupost.com/climate-environment/2021/01/12/conservationists-worried-about-dwindling-number-of-common-cranes
[1] https://gybn.typeform.com/to/nylLNhmm
[1] https://twitter.com/GYBN_CBD/status/1351577118216433667
[1] https://www.nhm.ac.uk/discover/news/2020/september/frogs-have-some-of-the-biggest-eyes-amongst-vertebrates.html?utm_source=tw-link-post-20210119-jd&utm_medium=social&utm_campaign=perfect-planet
[1] https://news.mongabay.com/2021/01/well-hello-there-glass-frogs-wave-to-communicate-near-noisy-waterfalls/?utm_medium=Social&utm_source=Facebook#Echobox=1611247005
[1] https://api.nationalgeographic.com/distribution/public/amp/animals/2021/01/spotted-oddly-striped-zebras-may-be-warning-for-future

Top Domains
Top Domains in Tweet in Entire Graph:
[446] twitter.com
[98] clickasnap.com
[86] theguardian.com
[84] weforum.org
[52] co.uk
[51] linkedin.com
[50] youtube.com
[42] elsevierhealth.com
[29] scientificamerican.com
[27] org.uk

Top Domains in Tweet in G1:
[50] weforum.org
[35] twitter.com
[23] globallandscapesforum.org
[14] globalcanopy.org
[10] theguardian.com
[8] ipbes.net
[7] cbd.int
[7] google.com
[7] youtube.com
[6] trust.org

Top Domains in Tweet in G2:
[180] twitter.com
[45] theguardian.com
[17] youtube.com
[12] co.uk
[9] linkedin.com
[8] nytimes.com
[8] weforum.org
[6] hortweek.com
[5] prospectumlive.com
[5] org.uk

Top Domains in Tweet in G3:
[44] twitter.com
[12] twinybots.ch
[9] theguardian.com
[7] furtherafrica.com
[7] climatebabes.com
[6] linkedin.com
[5] co.uk
[4] springer.com
[4] youtube.com
[4] ritzherald.com

Top Domains in Tweet in G4:
[98] clickasnap.com
[10] grist.org
[8] thehill.com
[6] twitter.com
[4] bioweb.bio
[4] energie-klimaschutz.de
[3] org.uk
[3] sciencedaily.com
[2] nationalgeographic.com
[2] mongabay.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] biodiversityireland.ie
[1] dnb.nl
[1] teagasc.ie
[1] thehirelab.com
[1] ien.ie
[1] usgs.gov
[1] agriland.ie
[1] youtube.com
[1] google.com

Top Domains in Tweet in G6:
[10] inaturalist.org
[6] twitter.com
[2] gbif.org
[2] org.au
[2] su.se
[2] ubc.ca
[2] lifewatch.eu
[1] theguardian.com
[1] google.com
[1] youtube.com

Top Domains in Tweet in G7:
[17] pensoft.net
[3] twitter.com
[3] theguardian.com
[3] miamiherald.com
[3] ezeworld.org
[2] europa.eu
[2] sky.com
[2] envirobites.org
[1] veluxfoundations.dk
[1] au.dk

Top Domains in Tweet in G8:
[7] pnas.org
[4] twitter.com
[3] nationalobserver.com
[3] wiley.com
[2] thenarwhal.ca
[1] mailchi.mp
[1] cnet.com
[1] therevelator.org
[1] scientificamerican.com
[1] co.uk

Top Domains in Tweet in G9:
[8] twitter.com
[4] weforum.org
[3] thefuturescentre.org
[3] yale.edu
[2] unep.org
[2] reutersevents.com
[2] un.org
[2] iisd.org
[2] kajembren.org
[2] regenwald.org

Top Domains in Tweet in G10:
[3] twitter.com
[2] nagariknetwork.com
[2] co.uk
[2] biovision.ch
[1] greengrowthknowledge.org
[1] kathmandupost.com
[1] typeform.com
[1] ac.uk
[1] mongabay.com
[1] nationalgeographic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4420] biodiversity
[638] nature
[487] climatechange
[254] wildlife
[243] conservation
[223] environment
[213] climate
[150] risks21
[147] climateaction
[141] ecology



Top Hashtags in Tweet in G1:
[842] biodiversity
[179] climatechange
[154] nature
[140] risks21
[100] educationday
[76] ecosystems
[66] climate
[64] post2020
[48] fornature
[46] globalassessment

Top Hashtags in Tweet in G2:
[796] biodiversity
[49] climatechange
[39] climate
[37] nature
[32] conservation
[23] climateaction
[22] environment
[15] climateemergency
[11] indigenous
[11] ecosystems

Top Hashtags in Tweet in G3:
[275] biodiversity
[31] climatechange
[30] environment
[28] nature
[21] wildlife
[19] conservation
[17] sustainability
[16] climateaction
[14] climatecrisis
[13] climate

Top Hashtags in Tweet in G4:
[224] biodiversity
[134] nature
[78] flora
[59] wildlife
[57] 500pxrtg
[56] conservation
[54] rt
[52] photography
[15] climatecrisis
[14] forestrestoration

Top Hashtags in Tweet in G5:
[119] biodiversity
[11] gardening
[7] green
[6] nature
[5] bustaseedgarden
[5] ecosystems
[4] education
[3] naturalhistory
[3] ncirl
[3] wildlife

Top Hashtags in Tweet in G6:
[82] biodiversity
[17] plant
[15] spider
[15] ant
[15] twofertuesday
[15] singapore
[15] wildlifewednesday
[14] moth
[14] thailand
[14] icymareonlineforum

Top Hashtags in Tweet in G7:
[76] biodiversity
[17] newspecies
[12] insect
[11] ecology
[11] remape
[11] marinemonday
[11] octocoralfriday
[11] 1/18/2021 12:00:00 AM
[11] 1/18/2021 12:00:00 AM
[11] 18gennaio

Top Hashtags in Tweet in G8:
[65] biodiversity
[9] compassion
[9] songdog
[9] canada
[5] connectivity
[4] indigenous
[4] coyotes
[4] ecosystemservices
[4] resilience
[4] recreation

Top Hashtags in Tweet in G9:
[68] biodiversity
[29] climateaction
[19] ndcs
[12] ambitious
[11] sustainability
[10] climate
[10] earth
[7] videomessage
[6] nature
[6] feedthechildren

Top Hashtags in Tweet in G10:
[67] biodiversity
[43] nepal
[27] soil
[7] citizenscience
[7] soundingsoil
[7] ecocide
[6] wildlife
[5] bees
[5] lifesaving
[5] insect

Top Words
Top Words in Tweet in Entire Graph:
[4421] #biodiversity
[639] #nature
[604] more
[519] unbiodiversity
[487] #climatechange
[455] biodiversity
[413] ipbes
[404] loss
[373] nature
[371] global

Top Words in Tweet in G1:
[842] #biodiversity
[460] unbiodiversity
[381] ipbes
[206] shows
[191] wef
[179] #climatechange
[167] risks
[154] #nature
[148] loss
[148] oneplanetsummit

Top Words in Tweet in G2:
[796] #biodiversity
[113] more
[83] species
[77] nature
[71] biodiversity
[61] global
[58] loss
[57] need
[51] green
[49] #climatechange

Top Words in Tweet in G3:
[275] #biodiversity
[31] #climatechange
[30] #environment
[30] more
[28] #nature
[21] #wildlife
[20] biodiversity
[19] #conservation
[17] world
[17] #sustainability

Top Words in Tweet in G4:
[224] #biodiversity
[134] #nature
[93] conservation
[86] contribute
[78] #flora
[76] views_
[75] clickasnap_
[68] views
[60] clicks
[59] #wildlife

Top Words in Tweet in G5:
[119] #biodiversity
[92] teagasc
[89] johnfinn310
[85] farmland
[80] castle
[80] join
[79] hiring
[79] permanent
[79] position
[79] researcher

Top Words in Tweet in G6:
[82] #biodiversity
[68] inaturalist
[54] observation
[43] day
[43] seen
[35] more
[29] genus
[24] observations
[23] plant
[21] marine

Top Words in Tweet in G7:
[76] #biodiversity
[65] 2021
[53] geocappiello
[24] species
[24] nov
[22] sp
[22] argonauta
[21] jcsvenning
[21] ch
[21] vern

Top Words in Tweet in G8:
[65] #biodiversity
[51] indigenous
[44] world
[42] ilinationhood
[41] 80
[41] remaining
[41] lands
[41] managed
[41] peoples
[41] accident

Top Words in Tweet in G9:
[68] #biodiversity
[35] need
[29] #climateaction
[19] #ndcs
[17] gggi_hq
[15] risks
[15] committed
[13] report
[12] global
[12] ndcs

Top Words in Tweet in G10:
[67] #biodiversity
[43] #nepal
[43] forestersujita
[41] please
[40] give
[40] glance
[40] article
[40] ecologistbikash
[40] dholes
[40] wild

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[245] #biodiversity,loss
[167] #biodiversity,crisis
[141] wef,#risks21
[141] environmental,risks
[96] #climatechange,#biodiversity
[94] 30,land
[92] climate,change
[92] pandemics,#covid19
[91] protect,30
[88] land,ocean

Top Word Pairs in Tweet in G1:
[136] wef,#risks21
[134] environmental,risks
[110] #biodiversity,loss
[88] 30,land
[86] protect,30
[86] land,ocean
[75] report,shows
[72] during,oneplanetsummit
[71] loss,#climatechange
[71] insects,essential

Top Word Pairs in Tweet in G2:
[34] #biodiversity,loss
[17] climate,change
[15] read,more
[15] #climatechange,#biodiversity
[14] panel,discussion
[14] species,extinction
[13] #biodiversity,#climate
[13] green,economy
[13] learn,more
[13] coral,reefs

Top Word Pairs in Tweet in G3:
[8] #animals,#biodiversity
[7] #biodiversity,loss
[7] #environment,#biodiversity
[7] #nature,#biodiversity
[7] #tanzania,mulls
[7] mulls,creation
[7] creation,#wildlife
[7] #wildlife,sanctuaries
[7] sanctuaries,#lakenyasa's
[7] #lakenyasa's,islands

Top Word Pairs in Tweet in G4:
[54] contribute,clicks
[54] clicks,#rt
[52] getting,funds
[50] views,contribute
[48] conservation,views
[47] #500pxrtg,clickasnap_
[43] funds,#biodiversity
[42] clickasnap_,getting
[41] #biodiversity,#flora
[37] #flora,#nature

Top Word Pairs in Tweet in G5:
[79] hiring,permanent
[79] permanent,position
[79] position,farmland
[79] farmland,#biodiversity
[79] #biodiversity,researcher
[79] researcher,teagasc
[79] teagasc,johnstown
[79] johnstown,castle
[79] castle,join
[79] join,dynamic

Top Word Pairs in Tweet in G6:
[43] observation,day
[19] day,seen
[16] marine,#biodiversity
[15] take,look
[15] look,flowering
[15] flowering,chaetanthera
[15] chaetanthera,spathulifolia
[15] spathulifolia,#plant
[15] #plant,one
[15] one,observations

Top Word Pairs in Tweet in G7:
[18] sp,nov
[14] chile's,endemic
[14] endemic,emerald
[14] emerald,forest
[14] forest,frog
[14] frog,hylorina
[14] hylorina,sylvatica
[14] sylvatica,need
[14] need,more
[14] more,save

Top Word Pairs in Tweet in G8:
[41] 80,world
[41] world,remaining
[41] remaining,#biodiversity
[41] #biodiversity,lands
[41] lands,managed
[41] managed,indigenous
[41] indigenous,peoples
[41] peoples,accident
[40] ilinationhood,80
[40] accident,re

Top Word Pairs in Tweet in G9:
[12] ndcs,need
[12] need,#ambitious
[12] #ambitious,degree
[12] degree,committed
[12] committed,efforts
[12] efforts,need
[12] need,make
[12] make,sure
[12] sure,#ndcs
[12] #ndcs,incorporate

Top Word Pairs in Tweet in G10:
[40] please,give
[40] give,glance
[40] glance,article
[40] article,ecologistbikash
[40] ecologistbikash,dholes
[40] dholes,wild
[40] wild,dogs
[40] dogs,#nepal
[40] #nepal,tried
[39] forestersujita,please

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@unbiodiversity
@wef
@enviva
@natalieben
@shabsids
@unep
@unctad
@wildimaging
@bfncoalition

Top Replied-To in G1:
@wef
@shabsids
@unep
@unbiodiversity
@staffswtchief
@stephenworoniec
@astrid_tontson
@wotrindia
@lcagee
@eu_commission

Top Replied-To in G2:
@barbarapompili
@bfncoalition
@noelmcardle
@unbiodiversity
@drharshvardhan
@grist
@smarten_winter
@ecologyottawa

Top Replied-To in G3:
@v4bio

Top Replied-To in G4:
@xposetrophyhunt
@xenialeoni
@carlafluis
@froglifers
@conscorridor
@conservationlf
@buildwithnature
@whales_org
@nature_mt
@audubonnature

Top Replied-To in G5:
@wildimaging
@wildlifemag
@caroline1conroy

Top Replied-To in G7:
@jcsvenning
@oikossokio

Top Replied-To in G9:
@petterlydn
@enekoaxpe

Top Replied-To in G10:
@natalieben
@unepnyo
@ecowarriorss
@naturebftb
@young_tories

Top Mentioned
Top Mentioned in Entire Graph:
@unbiodiversity
@ipbes
@wef
@oneplanetsummit
@globallf
@johnfinn310
@unctad
@wwf_dg
@potus
@u

Top Mentioned in G1:
@unbiodiversity
@ipbes
@wef
@oneplanetsummit
@globallf
@wwf_dg
@pnasnews
@gybn_cbd
@globalcanopy
@wwf

Top Mentioned in G2:
@ukinfinland
@wwfsuomi
@unbiodiversity
@ulkoministerio
@natalieben
@wef
@globallf
@liisarohweder
@iucn
@youtube

Top Mentioned in G3:
@morphizm
@greentravelmag
@fern_ngo
@planetarypress
@davidgodson1
@_oscience
@kamlesm
@1lolamarina

Top Mentioned in G4:
@clickasnap_
@wessexmuseums
@bioweb9
@ben_garrod
@imagesofwild
@activist360_co
@microstocka
@gunter_fischer
@caminunderland
@_joseaalves_

Top Mentioned in G5:
@johnfinn310
@biodatacentre
@pippa_hackett
@graceosllvn
@eamonryan
@irishenvnet
@ulsterwildlife
@irishwildlife
@_bto
@cbyrnegreen

Top Mentioned in G6:
@inaturalist
@biodiversa3
@ubcoceans
@icymare
@jseklof
@kboerder
@beatymuseum
@gbif
@naturmusee
@seannaman

Top Mentioned in G7:
@geocappiello
@jcsvenning
@zookeys_journal
@villumfonden
@dantefenolio
@cenaim_espol
@bertelsmeierc
@neotropicalbio
@cuttingvegbotny
@envirobites

Top Mentioned in G8:
@ilinationhood
@sarahcox_bc
@coyotewatchcan
@ainscruickshank
@torrancecoste
@scalingecology
@pvihervaara
@syk
@larryneufeldsk
@eevaprimmer

Top Mentioned in G9:
@gggi_hq
@wef
@gretathunberg
@rio71534740
@kajembren
@revents_sustbiz
@jrockstrom
@noonan_malcolm
@textileexchange
@elgar_economics

Top Mentioned in G10:
@forestersujita
@ecologistbikash
@frontyoungminds
@maltejochum
@fao
@jeffollerton
@carlosguerra_pt
@ecowarriorss
@soilsalliance
@ggkp_industry

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

Top Tweeters in G1:
@sectest9
@chidambara09
@robre62
@rjber15
@nilimajumder
@davidlance3
@timesofindia
@milatrud11
@wwf
@lorettabower3

Top Tweeters in G2:
@guardian
@lawlor224
@dementedbonxie
@nytimes
@sydnets
@nexusdog_uk
@artificialbra1n
@herrkusuma
@dujoxy
@myzlilith

Top Tweeters in G3:
@agenparl
@allentien
@solhog
@climatebabes
@kamlesm
@pbrown4348
@1lolamarina
@morphizm
@watchourcity
@homesatmetacoda

Top Tweeters in G4:
@jeannie_hartley
@stormhour
@sampleatl
@thephotohour
@sachin55476477
@ourfuturebot
@balamcoatl
@martafdezjurjo
@bohemianbound
@jane__eden

Top Tweeters in G5:
@femtech_
@amongstwits
@haggewoods
@pdjmoo
@bsbibotany
@jo_barnes
@dawnbazely
@okeeffelynn
@irelandsfarmers
@louisenobladder

Top Tweeters in G6:
@bbcworld
@teadrivendev
@rouquinne
@mmmukalla
@megloops
@elbombin
@birder_katie
@tweetledee2b
@klausriede
@scicommbot

Top Tweeters in G7:
@glasgow_watch
@lucillagiannot1
@miamiherald
@imagine_garden
@18bini
@noticias_buceo
@l_lembeck
@_andreaangulo_
@flyingeze
@reneelascala

Top Tweeters in G8:
@miss_placed_
@albertarabbit
@allan_crawshaw
@thepowerofmeow
@mindlessrobot37
@surfergrl15
@bluebonnetbunny
@marcmcgaugh1975
@barbaranavarro
@carsinogenic

Top Tweeters in G9:
@eco1start
@planetkooler
@andrealearned
@johnsnowmtainer
@energyreferralx
@sdgsbot
@zackzackzack4
@blueeyedmonkey
@greennewdeal_eu
@climatehome

Top Tweeters in G10:
@morpheusbeing
@wavetop
@unicornfantasy5
@missjoy1965
@piyakhanna
@sanyeh1
@wanderbadr
@popasmedia
@5455km629
@ecowarriorss


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