#biodiversity, Twitter, 12/3/2020 2:50:27 AM, 242582


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#biodiversity_2020-12-02_17-25-08.xlsx
#biodiversity_2020-12-02_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/37wJS1B
@ecology_tweets
@unbiodiversity
@ipbes
@jane__eden
@fao
@imagine_garden
@inaturalist
@cronicasdefauna
@robbycoleman1
@bioweb9

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

Description:
Description
The graph represents a network of 6,646 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 December 2020 at 01:38 UTC.

The requested start date was Thursday, 03 December 2020 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 5-day, 17-hour, 55-minute period from Thursday, 26 November 2020 at 14:57 UTC to Wednesday, 02 December 2020 at 08:53 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 : 6646
Unique Edges : 4153
Edges With Duplicates : 12179
Total Edges : 16332
Number of Edge Types : 5
Retweet : 5479
MentionsInRetweet : 7044
Mentions : 2327
Tweet : 1355
Replies to : 127
Self-Loops : 1480
Reciprocated Vertex Pair Ratio : 0.028827519379845
Reciprocated Edge Ratio : 0.0560395573345891
Connected Components : 630
Single-Vertex Connected Components : 272
Maximum Vertices in a Connected Component : 5146
Maximum Edges in a Connected Component : 14188
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.069046
Graph Density : 0.000192334385579495
Modularity : 0.475775
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,646 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 December 2020 at 01:38 UTC.

The requested start date was Thursday, 03 December 2020 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 5-day, 17-hour, 55-minute period from Thursday, 26 November 2020 at 14:57 UTC to Wednesday, 02 December 2020 at 08:53 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:
[67] https://www.weforum.org/agenda/2020/11/endangered-gibbons-china-wildlife-crossings?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=30/11/2020+11:30
[60] https://twinybots.ch/
[29] https://therevelator.org/smallail-shark-overfishing/
[20] https://www.theguardian.com/environment/2020/dec/01/wildflower-meadows-to-line-all-major-new-uk-roads-in-boost-for-biodiversity-aoe
[15] https://www.bbc.co.uk/news/world-asia-india-55082645
[13] https://www.sciencealert.com/bizarre-jelly-blob-glimpsed-off-puerto-rican-coast-in-first-of-its-kind-discovery
[13] https://therevelator.org/alabama-amazon-raines/
[13] https://tweetedtimes.com/v/1560?s=tnp
[12] http://www.the-buyer.net/insight/vineyard-biodiversity-climate-emergency/
[12] https://twitter.com/UNBiodiversity/status/1333463071650701313

Top URLs in Tweet in G1:
[26] https://therevelator.org/smallail-shark-overfishing/
[10] https://twitter.com/UNBiodiversity/status/1333463071650701313
[7] https://initiative20x20.org/news/5-projects-protecting-biodiversity-latin-america-forests
[7] https://mailchi.mp/cef93e85e218/bes-net-newsletter-issue-25-september-922334?e=dd02009a49
[7] https://www.biodiversity.be/5542/
[6] https://sedo.com/search/details/?language=d&trackingRequestId=&trackingOrigin=&aid=1740283&origin=&language=d
[3] https://www.cbd.int/gbo5
[3] http://wrld.bg/mQFd30rkBEx
[3] https://www.nytimes.com/2020/11/17/climate/biden-climate-change.html
[3] https://www.aljazeera.com/economy/2020/11/18/uk-to-ban-new-petrol-cars-by-2030-on-road-to-net-zero-emissions

Top URLs in Tweet in G2:
[10] https://birdwatchireland.ie/our-work/surveys-research/research-surveys/irish-garden-bird-survey/
[8] https://www.eco-business.com/press-releases/new-study-shows-rights-based-conservation-as-viable-path-to-achieve-global-biodiversity-agenda/
[8] https://www.theguardian.com/environment/2020/dec/01/wildflower-meadows-to-line-all-major-new-uk-roads-in-boost-for-biodiversity-aoe
[7] https://www.theguardian.com/environment/2020/dec/01/wildflower-meadows-to-line-all-major-new-uk-roads-in-boost-for-biodiversity-aoe?CMP=Share_iOSApp_Other
[5] https://www.bbc.co.uk/news/world-asia-india-55082645
[5] https://apnews.com/article/politics-wildlife-birds-56b812df9c278f5e2b9be9541378892b
[5] https://www.visualcapitalist.com/earths-biodiversity-loss-by-region/
[5] https://www.sciencealert.com/bizarre-jelly-blob-glimpsed-off-puerto-rican-coast-in-first-of-its-kind-discovery
[5] https://www.royalroads.ca/news-releases/podcast-asks-%E2%80%98what-f-biodiversity%E2%80%99
[4] https://www.greenbiz.com/article/why-investors-are-betting-biodiversity

Top URLs in Tweet in G3:
[21] https://twinybots.ch/
[13] https://www.weforum.org/agenda/2020/11/endangered-gibbons-china-wildlife-crossings?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=30/11/2020+11:30
[6] https://www.instagram.com/accounts/login/
[5] https://bogotensis.co/
[4] https://www.instagram.com/anna73112558/
[4] https://labni.org/
[4] https://www.theguardian.com/environment/2020/dec/01/wildflower-meadows-to-line-all-major-new-uk-roads-in-boost-for-biodiversity-aoe
[3] https://www.bbc.com/news/world-asia-india-55082645?xtor=AL-72-%5Bpartner%5D-%5Bbbc.news.twitter%5D-%5Bheadline%5D-%5Bnews%5D-%5Bbizdev%5D-%5Bisapi%5D&at_custom2=twitter&at_custom1=%5Bpost+type%5D&at_custom3=%40BBCWorld&at_medium=custom7&at_custom4=78C1D158-31D7-11EB-AB52-8EB84744363C&at_campaign=64
[3] https://www.bbc.com/news/world-asia-india-55082645
[2] https://www.unicef.org/globalinsight/stories/why-biodiversity-important-children

Top URLs in Tweet in G4:
[2] https://www.international-climate-initiative.com/en/news/article/iki_small_grants_new_call_for_funding_proposals_launched
[1] https://www.thegef.org/news/gef-supports-new-initiative-boost-investment-nature-based-infrastructure-climate-adaptation
[1] https://twitter.com/MikeHudema/status/1332177908039868419
[1] https://twitter.com/UNEP/status/1333775955207270400
[1] https://twitter.com/UNBiodiversity/status/1333861949923348481
[1] http://www.international-climate-initiative.com/en/project-funding/information-for-applicants/iki-small-and-medium-grants/iki-small-grants
[1] https://unfccc.int/event/scaling-up-adaptation-actions-through-partnerships-addressing-knowledge-gaps
[1] https://un.thevirtual.show/agenda/2
[1] https://www.youtube.com/watch?v=0thXUaTty_Y&feature=youtu.be

[1] https://fao.zoom.us/webinar/register/WN_3qBU60pKRgWJCtLbpLFV2Q?utm_source=twitter&utm_medium=social+media&utm_campaign=faoclimate

Top URLs in Tweet in G5:
[4] https://amp.cnn.com/cnn/2020/11/19/world/first-global-map-bee-species-scn-trnd/index.html?__twitter_impression=true
[3] https://www.fws.gov/regulations/mbta/resources
[2] https://www.thehindu.com/news/national/karnataka/new-species-of-burrowing-frog-named-after-bengaluru/article33198999.ece
[2] https://www.theguardian.com/law/2020/nov/30/international-lawyers-draft-plan-to-criminalise-ecosystem-destruction?CMP=Share_AndroidApp_Other
[2] https://www.independent.co.uk/environment/nature/naturestudies/nature-studies-by-michael-mccarthy-the-end-of-abundance-2143902.html
[2] https://twitter.com/OntarioAuditor/status/1329093737469911046
[2] https://ozone.unep.org/meetings/plenary-presentations-and-statements
[2] https://preview.tinyurl.com/y5ub8wcm
[2] https://www.abc.net.au/news/2020-11-26/glow-in-the-dark-marsupials-surprise-scientists-biofluorescence/12910820?utm_source=abc_news_web&utm_medium=content_shared&utm_content=twitter&utm_campaign=abc_news_web
[2] https://sa.catapult.org.uk/news/sat4wildlife-project-supported-in-3-4million-uk-space-agency-funding-announcement/

Top URLs in Tweet in G6:
[1] https://twitter.com/guardianeco/status/1333559450850902016
[1] https://twitter.com/AncientForestBC/status/1331669745381175296
[1] https://twitter.com/RewildingB/status/1333730367346446337
[1] https://twitter.com/kaylaente/status/1333096776514105344
[1] https://twitter.com/greenarteries/status/1331881114202492928
[1] https://twitter.com/stellastafford/status/1331686599734812677
[1] https://twitter.com/BBCCountryfile/status/1333127337731362816
[1] https://www.youtube.com/watch?v=0y5u3jM8t_c

[1] https://twitter.com/UNBiodiversity/status/1332240997321900033
[1] https://news.globallandscapesforum.org/48210/building-the-business-case-for-biodiversity/

Top URLs in Tweet in G7:
[3] https://www.jobbnorge.no/en/available-jobs/job/195277/phd-research-fellowship-in-arctic-marine-biology
[2] https://www.theguardian.com/environment/2020/nov/24/specieswatch-each-octopus-arm-may-have-a-mind-of-its-own?CMP=twt_a-environment_b-gdneco&fbclid=IwAR3S2FC0eOSvwepFyx7TtW4K9cdnj5ocltw9xW2NQlG5u-1aAlj4twWx9Oo
[1] https://twitter.com/i/web/status/1332665974529601536
[1] https://twitter.com/CenterForBioDiv/status/1332379173692780548?s=19
[1] https://www.bbc.co.uk/news/world-australia-55039255?at_custom2=facebook_page&at_campaign=64&at_medium=custom7&at_custom3=BBC+News&at_custom4=44CD5638-2D77-11EB-A0BA-2F670EDC252D&at_custom1=%5Bpost+type%5D&fbclid=IwAR29c8qTWGg2CRVoB2jaKc72nrIMe-ogN-shv1vea33kLYEXk-BgUnNJfhY
[1] https://video.nationalgeographic.com/video/animals-source/00000169-26e9-dc18-a17b-37f9e92c0001?cmpid=org=ngp::mc=social::src=facebook::cmp=editorial::add=fb20190905animalsvideo-resurfanimalswithtusks::rid=&sf218784507=1&fbclid=IwAR2q_xfC6IE9K5jKZ0dFiI_xqvXlPLGI4jRqwbIgLizspkvT_xZq8NCPPbY
[1] https://africageographic.com/stories/covid-19-perfect-storm-threatens-conservation-in-africa/?mc_cid=1f15fff005&mc_eid=7bb4e2234f
[1] https://www.nationalgeographic.com/animals/2019/07/endangered-species-in-every-US-state-interactive-map/?cmpid=org=ngp::mc=crm-email::src=ngp::cmp=editorial::add=Animals_20190822&rid=FBA8E7C5BF799739ECA81DACCECE926B
[1] https://www.nytimes.com/2020/11/17/climate/biden-climate-change.html
[1] https://zookeys.pensoft.net/article/58747/

Top URLs in Tweet in G8:
[5] https://zenodo.org/record/3551078
[4] https://zookeys.pensoft.net/article/58747/
[4] https://riojournal.com/collection/215/
[3] https://onlinelibrary.wiley.com/doi/epdf/10.1002/tax.12373?cookieSet=1
[3] http://blog.creaf.cat/en/noticies-en/global-change-requires-new-fire-management-to-preserve-biodiversity/
[2] https://www.researchgate.net/publication/346396791_Updated_distribution_of_the_invasive_Megachile_sculpturalis_Hymenoptera_Megachilidae_in_Italy_and_its_first_record_on_a_Mediterranean_island
[2] https://bdj.pensoft.net/collection/217/
[2] https://twitter.com/idiv/status/1331915799582416897
[1] https://lifewatch.eu/consultation
[1] https://twitter.com/LifeWatchERIC/status/1333745216776441858

Top URLs in Tweet in G9:
[2] https://www.carbonfootprint.com/plantingtrees.html
[2] https://www.iindi.be/
[1] https://massivesci.com/notes/ocean-acidification-oyster-coral-reef-climate-change/
[1] https://www.ncronline.org/blogs/earthbeat/eco-catholic/are-we-hardwired-extinction
[1] https://unearthed.greenpeace.org/2020/11/25/brazil-fires-deforestation-tesco-nandos-mcdonalds/
[1] https://twitter.com/ClarenceHouse/status/1333109372931764228
[1] https://twitter.com/irishexaminer/status/1332992203933720577
[1] https://onlinelibrary.wiley.com/doi/10.1002/pan3.10158
[1] https://twitter.com/ProfGuidoKuehn/status/1332999162590322691
[1] https://news.mongabay.com/2020/11/france-falls-short-in-ending-deforestation-linked-to-imported-soy/

Top URLs in Tweet in G10:
[1] http://cronicasdefauna.blogspot.com/2020/11/pecaries-los-jabalies-de-america.html

Top Domains
Top Domains in Tweet in Entire Graph:
[568] twitter.com
[122] clickasnap.com
[86] theguardian.com
[84] weforum.org
[60] co.uk
[60] twinybots.ch
[49] youtube.com
[43] therevelator.org
[28] bbc.com
[27] pensoft.net

Top Domains in Tweet in G1:
[45] twitter.com
[27] therevelator.org
[9] cbd.int
[8] mailchi.mp
[7] initiative20x20.org
[7] theguardian.com
[7] biodiversity.be
[6] sedo.com
[5] un.org
[5] ipbes.net

Top Domains in Tweet in G2:
[202] twitter.com
[30] theguardian.com
[17] co.uk
[10] birdwatchireland.ie
[8] eco-business.com
[8] apnews.com
[8] youtube.com
[8] zoom.us
[7] linkedin.com
[6] bbc.com

Top Domains in Tweet in G3:
[50] twitter.com
[21] twinybots.ch
[14] weforum.org
[13] theguardian.com
[11] instagram.com
[7] bbc.com
[7] co.uk
[6] youtube.com
[5] bogotensis.co
[5] linkedin.com

Top Domains in Tweet in G4:
[5] twitter.com
[3] international-climate-initiative.com
[3] fao.org
[1] thegef.org
[1] unfccc.int
[1] thevirtual.show
[1] youtube.com
[1] zoom.us
[1] therevelator.org

Top Domains in Tweet in G5:
[19] twitter.com
[8] ecointernet.org
[5] theguardian.com
[5] cnn.com
[4] fws.gov
[3] conservation.org
[3] co.uk
[2] earth.org
[2] sciencedaily.com
[2] nytimes.com

Top Domains in Tweet in G6:
[9] twitter.com
[2] youtube.com
[1] globallandscapesforum.org
[1] sustainableagriculture.eco
[1] wildwomenpress.com

Top Domains in Tweet in G7:
[6] twitter.com
[3] jobbnorge.no
[3] umantis.com
[2] theguardian.com
[2] nationalgeographic.com
[2] youtube.com
[2] doi.org
[1] co.uk
[1] africageographic.com
[1] nytimes.com

Top Domains in Tweet in G8:
[20] pensoft.net
[8] twitter.com
[5] zenodo.org
[5] riojournal.com
[4] wiley.com
[3] phys.org
[3] creaf.cat
[2] lifewatch.eu
[2] researchgate.net
[1] europabon.org

Top Domains in Tweet in G9:
[17] twitter.com
[2] carbonfootprint.com
[2] mongabay.com
[2] iindi.be
[1] massivesci.com
[1] ncronline.org
[1] greenpeace.org
[1] wiley.com
[1] linkedin.com
[1] org.uk

Top Domains in Tweet in G10:
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4940] biodiversity
[589] nature
[518] climatechange
[300] worldsoilday
[293] conservation
[229] wildlife
[188] climate
[182] ecosystem
[168] soil
[154] environment



Top Hashtags in Tweet in G1:
[1027] biodiversity
[226] climatechange
[117] ecosystem
[89] fornature
[80] gbo5
[78] climate
[75] worldsoilday
[69] pandemicsreport
[67] nature
[62] soil

Top Hashtags in Tweet in G2:
[825] biodiversity
[37] conservation
[35] climatechange
[27] nature
[21] wildlife
[20] givingtuesday
[15] climate
[15] birds
[14] environment
[14] worldsoilday

Top Hashtags in Tweet in G3:
[337] biodiversity
[51] nature
[27] environment
[25] conservation
[24] climatechange
[21] wildlife
[16] climate
[15] climateaction
[15] climatecrisis
[15] colombia

Top Hashtags in Tweet in G4:
[151] worldsoilday
[103] biodiversity
[16] iki
[12] climatechange
[9] climatedialogues
[7] climateaction
[6] agriculture
[5] nature
[5] soil
[4] ecosystem

Top Hashtags in Tweet in G5:
[179] biodiversity
[73] climatechange
[58] conservation
[28] nature
[22] sustainability
[20] environment
[20] wetlands
[18] wildlife
[15] ecosystem
[15] sdgs

Top Hashtags in Tweet in G6:
[50] biodiversity
[11] environment
[9] didyouknow
[7] countryfile
[6] climatechange
[6] mitigation
[6] soil
[6] countryside
[5] nature
[5] fungi

Top Hashtags in Tweet in G7:
[149] biodiversity
[85] phd
[85] networks
[85] dynamics
[85] data
[37] nature
[32] wildlife
[22] ecology
[20] conservation
[16] brighton

Top Hashtags in Tweet in G8:
[97] biodiversity
[27] newspecies
[15] nature
[13] monitoring
[12] research
[11] ecosystem
[11] taxonomy
[10] invasive
[10] conservation
[9] entomology

Top Hashtags in Tweet in G9:
[54] biodiversity
[21] climateemergency
[8] conservation
[7] climatechange
[4] deforestation
[4] oldgrowthblockade
[4] oldgrowthlogging
[4] fairycreek
[4] fairycreekblockade
[4] bcndp

Top Hashtags in Tweet in G10:
[113] eeuu
[40] europa
[2] biodiversity
[1] fauna
[1] américa
[1] canada
[1] ave

Top Words
Top Words in Tweet in Entire Graph:
[4936] #biodiversity
[775] more
[619] unbiodiversity
[589] #nature
[579] biodiversity
[565] ipbes
[542] species
[526] soil
[518] #climatechange
[509] loss

Top Words in Tweet in G1:
[1027] #biodiversity
[505] unbiodiversity
[453] ipbes
[273] loss
[226] #climatechange
[201] species
[146] one
[132] december
[130] more
[122] shows

Top Words in Tweet in G2:
[822] #biodiversity
[105] more
[73] species
[63] biodiversity
[53] great
[53] help
[44] one
[44] world
[43] protect
[43] loss

Top Words in Tweet in G3:
[337] #biodiversity
[51] #nature
[47] biodiversity
[33] more
[31] save
[27] #environment
[26] world
[24] #conservation
[24] #climatechange
[21] #wildlife

Top Words in Tweet in G4:
[368] soil
[186] fao
[185] living
[156] more
[151] #worldsoilday
[149] home
[148] theme
[148] resource
[148] 25
[147] biodiversity

Top Words in Tweet in G5:
[179] #biodiversity
[73] #climatechange
[58] #conservation
[39] unbiodiversity
[31] species
[28] #nature
[26] know
[25] loss
[24] conservationorg
[23] landscape

Top Words in Tweet in G6:
[124] year
[119] thought
[119] decent
[119] spider
[119] population
[119] previous
[119] years
[119] nuts
[119] till
[119] wheat

Top Words in Tweet in G7:
[149] #biodiversity
[89] three
[85] #phd
[85] positions
[85] lab
[85] broadly
[85] focussing
[85] #networks
[85] #dynamics
[85] #data

Top Words in Tweet in G8:
[97] #biodiversity
[40] european
[35] project
[27] #newspecies
[26] idiv
[23] species
[21] zookeys_journal
[19] eu_h2020
[17] lt
[17] gt

Top Words in Tweet in G9:
[53] #biodiversity
[21] #climateemergency
[20] ecowarriorss
[15] hazloe3
[15] profstrachan
[15] msfowlersays
[15] christinemilne
[15] ristori20
[15] mzjacobson
[15] charluv2011

Top Words in Tweet in G10:
[151] cronicasdefauna
[113] arrendajo
[113] azul
[113] cyanocitta
[113] cristata
[113] córvidos
[113] bellos
[113] vive
[113] mitad
[113] oriental

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[387] #biodiversity,loss
[244] home,more
[240] living,resource
[240] resource,home
[239] more,25
[222] fao,soil
[173] soil,biodiversity
[169] theme,#worldsoilday
[169] #worldsoilday,know
[169] know,soil

Top Word Pairs in Tweet in G1:
[250] #biodiversity,loss
[116] unbiodiversity,#biodiversity
[113] loss,impacts
[113] impacts,removing
[113] removing,one
[113] one,species
[113] species,#ecosystem
[113] #ecosystem,result
[113] result,#climatechange
[112] #climatechange,#po

Top Word Pairs in Tweet in G2:
[27] #biodiversity,loss
[14] line,england's
[13] birdwatchie,garden
[13] garden,bird
[13] bird,survey
[12] #biodiversity,crisis
[12] ve,direct
[12] direct,drilled
[12] drilled,oats
[12] oats,brassica

Top Word Pairs in Tweet in G3:
[14] rope,bridge
[14] bridge,helping
[14] helping,save
[14] save,world
[14] world,rarest
[14] rarest,primate
[12] #nature,#biodiversity
[11] #innovation,#biodiversity
[10] #biodiversity,#biodiversidad
[10] primate,#innovation

Top Word Pairs in Tweet in G4:
[179] fao,soil
[148] living,resource
[148] resource,home
[148] home,more
[148] more,25
[145] soil,biodiversity
[143] theme,#worldsoilday
[143] #worldsoilday,know
[143] know,soil
[143] soil,living

Top Word Pairs in Tweet in G5:
[20] unbiodiversity,much
[20] much,know
[20] know,#wetlands
[20] #wetlands,kidneys
[20] kidneys,landscape
[20] landscape,conservationorg
[20] conservationorg,shares
[20] shares,things
[18] #biodiversity,loss
[18] #biodiversity,#conservation

Top Word Pairs in Tweet in G6:
[119] thought,decent
[119] decent,spider
[119] spider,population
[119] population,previous
[119] previous,years
[119] years,nuts
[119] nuts,till
[119] till,wheat
[119] wheat,beans
[119] beans,4th

Top Word Pairs in Tweet in G7:
[85] three,#phd
[85] #phd,positions
[85] positions,lab
[85] lab,broadly
[85] broadly,focussing
[85] focussing,#networks
[85] #networks,#dynamics
[85] #dynamics,#data
[85] #data,analysis
[85] analysis,#biodiversity

Top Word Pairs in Tweet in G8:
[15] genus,lt
[14] pan,european
[14] european,project
[14] project,joint
[14] joint,#biodiversity
[13] #nature,#biodiversity
[13] #biodiversity,high
[13] high,eu_commission's
[13] eu_commission's,agenda
[13] agenda,underpins

Top Word Pairs in Tweet in G9:
[15] hazloe3,profstrachan
[15] profstrachan,ecowarriorss
[15] ecowarriorss,msfowlersays
[15] msfowlersays,christinemilne
[15] christinemilne,ristori20
[15] ristori20,mzjacobson
[15] mzjacobson,charluv2011
[15] charluv2011,bsuhic
[15] bsuhic,ddelich
[14] arikring,hazloe3

Top Word Pairs in Tweet in G10:
[113] arrendajo,azul
[113] azul,cyanocitta
[113] cyanocitta,cristata
[113] cristata,córvidos
[113] córvidos,bellos
[113] bellos,vive
[113] vive,mitad
[113] mitad,oriental
[113] oriental,#eeuu
[112] cronicasdefauna,arrendajo

Top Replied-To
Top Replied-To in Entire Graph:
@icimod
@bbccountryfile
@unbiodiversity
@vanessafiji
@defragovuk
@manometcenter
@britnatureguide
@donnarainey4
@faoclimate
@okoli_kingdavid

Top Replied-To in G1:
@biodiversa3
@un
@unbiodiversity
@harveylockewild
@nikkifirewall
@planetary_sec

Top Replied-To in G2:
@manometcenter
@drbiden
@donnarainey4
@britnatureguide
@faoclimate
@okoli_kingdavid
@repgregmurphy
@ep_trade
@brvogt
@uecongobrazza

Top Replied-To in G5:
@moldotorg
@pierrevh17
@karembeu
@willesdencem
@nrdc
@moefcc
@marwilliamson
@unbiodiversity

Top Replied-To in G6:
@iolowilliams2
@natreswales
@hs2ltd
@tckemp
@explorerdale

Top Replied-To in G7:
@julieraineyrnli
@popartchris

Top Replied-To in G8:
@europabon_h2020
@enricoruzzier
@mattiamen
@eu_h2020
@eu_commission

Top Replied-To in G9:
@ecowarriorss
@steadystateecon
@hazloe3
@ecoyenta
@revkin
@dncclimate
@xrrebel
@emmanuelmacron
@enmarche29
@naturescotmaps

Top Mentioned
Top Mentioned in Entire Graph:
@unbiodiversity
@ipbes
@fao
@cronicasdefauna
@robbycoleman1
@clickasnap_
@globalgovforum
@thilogross
@inaturalist
@un

Top Mentioned in G1:
@unbiodiversity
@ipbes
@planetary_sec
@un
@antonioguterres
@bristolmuseum
@wwf_dg
@unccd
@gef_sgp
@eu_env

Top Mentioned in G2:
@unbiodiversity
@birdwatchie
@soilassocscot
@ipbes
@riffbirds
@eu_sciencehub
@thomaskrumenac1
@gregoiredubois
@ulsterwildlife
@dominikeulberg

Top Mentioned in G3:
@labni5
@morphizm
@kamlesm
@fotophysis
@thecrnews
@sandra_eid
@maxxsilver1
@cbcgdf_china

Top Mentioned in G4:
@fao
@ipbes
@faoclimate
@iki_bmu
@unbiodiversity
@adaptxchange
@stevetrotter1
@faoanimalhealth
@wwf_dg
@thegef

Top Mentioned in G5:
@unbiodiversity
@conservationorg
@unep
@efiresilience
@alanstenhouse
@undpthailand
@fklivestolearn
@diof
@satappscatapult
@cleanboss2

Top Mentioned in G6:
@robbycoleman1
@explorerdale
@naturebftb
@johndaisley
@ferrero
@momomclean
@san_agriculture
@rctcouncil
@borisjohnson

Top Mentioned in G7:
@thilogross
@bobby_habig
@btnhovewildlife
@helpingrhinos
@cherylmorrisw
@funec
@trends_ecol_evo
@blakey_rachel
@planet_rhino
@zookeys_journal

Top Mentioned in G8:
@zookeys_journal
@eu_h2020
@eu_commission
@unihalle
@idiv
@europabon_h2020
@eu_greencapital
@enricoruzzier
@riojournal
@nestor_fdez

Top Mentioned in G9:
@ecowarriorss
@profstrachan
@msfowlersays
@christinemilne
@ristori20
@mzjacobson
@charluv2011
@bsuhic
@ddelich
@arikring

Top Mentioned in G10:
@cronicasdefauna

Top Tweeters
Top Tweeters in Entire Graph:
@angelus_0923
@paoloigna1
@s9tmt
@robre62
@angelamortimer2
@billm9
@manmet80
@sainsburys
@joni_looking
@lehimesa

Top Tweeters in G1:
@angelamortimer2
@honeymoongondol
@3wombats
@sueleugers
@videoneonr
@anselmonadir
@laura78703
@dudeneyn
@barbiewithatude
@olumideidowu

Top Tweeters in G2:
@viralvm69
@mr_spock
@tartanroots
@4everpetesgirl
@dkpolparrot
@financialtimes
@ajenglish
@dannywijnhoud
@bloombergquint
@translink_ni

Top Tweeters in G3:
@petchary
@nicochan33
@kamlesm
@patosins
@kangaroocaught
@suncemore1
@boppinmule
@morphizm
@melissachemam
@lucian2drei

Top Tweeters in G4:
@dev_discourse
@jav_riv
@hydwatch
@carmenstanescu2
@priscillajudd
@agsciencewriter
@manuel_bolio
@edvardvallek
@envsanjayk
@shreep1960

Top Tweeters in G5:
@now_we_can
@nytimes
@gvalan
@kuriharan
@cnni
@drferdowsi
@pdeppisch
@marxdeane
@akomama_tm
@techpearce2

Top Tweeters in G6:
@frecklesxx20
@bettyjo62
@casablancaric
@blueravefinn
@dmellieon
@thesandlings
@zwartblesie
@haggewoods
@greenbeltsal
@greengrumbler

Top Tweeters in G7:
@coolbrighton
@mikesimap
@imagine_garden
@laplapv3
@pierrecot
@thatbesthome
@dire_donald
@mirzasol
@starcolombo
@therealm0mster

Top Tweeters in G8:
@giandradep
@weevil_forbix
@victorlpezmtz
@fukuinsect
@evomri
@eu_commission
@newrough
@dukeu
@openscitalk
@sciencemagazine

Top Tweeters in G9:
@manmet80
@lehimesa
@dancas2
@gracemurphy2
@blanketcrap
@fehowarth
@charluv2011
@amazingchevvolt
@luribea68
@capatosta122

Top Tweeters in G10:
@jesusgr61
@silviofratini
@memarca69
@ultimavuelta1
@mrosagarciag
@lupemohawk
@r_amalvarador
@apitxat
@thonycg93
@marcoalbuja


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