#biodiversity, Twitter, 4/2/2020 1:16:42 AM, 224224


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#biodiversity_2020-04-01_17-22-39.xlsx
#biodiversity_2020-04-01_17-22-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/2JyiMvG
@ipbes
@inaturalist
@unbiodiversity
@jeffollerton
@globalgoalsun
@undp
@chunhuams
@scieducation1
@andersen_inger
@hugepossum

Top hashtags:
#biodiversity
#covid19
#nature
#coronavirus
#wildlife
#climatechange
#botany

Description:
Description
The graph represents a network of 4,710 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, 02 April 2020 at 00:24 UTC.

The requested start date was Thursday, 02 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 19-hour, 12-minute period from Friday, 27 March 2020 at 13:42 UTC to Wednesday, 01 April 2020 at 08:54 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 : 4710
Unique Edges : 5905
Edges With Duplicates : 1343
Total Edges : 7248
Number of Edge Types : 4
Replies to : 99
Mentions : 1509
MentionsInRetweet : 4777
Tweet : 863
Self-Loops : 863
Reciprocated Vertex Pair Ratio : 0.0221626452189455
Reciprocated Edge Ratio : 0.0433642245147753
Connected Components : 601
Single-Vertex Connected Components : 253
Maximum Vertices in a Connected Component : 2899
Maximum Edges in a Connected Component : 4964
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.489989
Graph Density : 0.000257851996831292
Modularity : 0.738194
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,710 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, 02 April 2020 at 00:24 UTC.

The requested start date was Thursday, 02 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 19-hour, 12-minute period from Friday, 27 March 2020 at 13:42 UTC to Wednesday, 01 April 2020 at 08:54 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:
[54] https://www.undp.org/content/undp/en/home/blog/2020/applying-the-hard-lessons-of-coronavirus-to-the-biodiversity-cri.html
[26] https://www.smh.com.au/environment/conservation/devastating-biodiversity-loss-made-worse-by-rise-in-land-clearing-20200327-p54em2.html
[12] https://www.nationalobserver.com/2020/03/24/news/covid-19-crisis-tells-world-what-indigenous-peoples-have-been-saying-thousands-years
[10] http://tweetedtimes.com/v/1560
[10] http://www.heraldmalaysia.com/news/destruction-of-forests-of-the-world-drive-viruses-as-well-as-climate-change/52635/1
[8] https://aktun-chen.com/
[8] https://www.amazon.co.uk/gp/product/0857842382?ie=UTF8&camp=3194&creative=21330&creativeASIN=0857842382&linkCode=shr&tag=microsadven04-21&qid=&sr=
[7] https://clubofrome.org/impact-hubs/climate-emergency/open-letter-to-global-leaders-a-healthy-planet-for-healthy-people/
[7] https://www.theguardian.com/world/2020/mar/27/utrecht-rooftops-greened-plants-mosses-vertical-forest
[7] https://www.bottoms-up.eu/en/blog/a-lift-from-cost-action-bottoms-up.html

Top URLs in Tweet in G1:
[11] https://www.undp.org/content/undp/en/home/blog/2020/applying-the-hard-lessons-of-coronavirus-to-the-biodiversity-cri.html
[5] https://www.theguardian.com/world/2020/mar/25/coronavirus-nature-is-sending-us-a-message-says-un-environment-chief
[4] https://clubofrome.org/impact-hubs/climate-emergency/open-letter-to-global-leaders-a-healthy-planet-for-healthy-people/
[3] https://amp.theurbandeveloper.com/articles/biodiversity-circular-economy-and-housing--the-next-evolution-of-sustainability?__twitter_impression=true
[3] https://sdg.iisd.org/commentary/guest-articles/the-imperative-of-ending-wildlife-crime/
[2] https://www.ft.com/content/09d934ac-6f59-11ea-9bca-bf503995cd6f
[2] https://theconversation.com/a-major-scorecard-gives-the-health-of-australias-environment-less-than-1-out-of-10-133444?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://financefortomorrow.com/en/actualites/mobilizing-investors-to-protect-climate-land-and-biodiversity/
[1] https://www.theguardian.com/environment/2020/mar/25/great-barrier-reef-suffers-third-mass-coral-bleaching-event-in-five-years?CMP=share_btn_tw
[1] https://ipbes.net/nexus

Top URLs in Tweet in G2:
[3] https://www.theguardian.com/world/2020/mar/27/utrecht-rooftops-greened-plants-mosses-vertical-forest
[3] https://www.theguardian.com/environment/2020/mar/18/tip-of-the-iceberg-is-our-destruction-of-nature-responsible-for-covid-19-aoe
[3] https://www.bbc.co.uk/news/science-environment-51315237
[3] https://latinamericanpost.com/32466-pablo-escobars-hippos-may-help-counteract-a-legacy-of-extinctions
[2] https://www.smh.com.au/environment/conservation/devastating-biodiversity-loss-made-worse-by-rise-in-land-clearing-20200327-p54em2.html
[2] https://eandt.theiet.org/content/articles/2020/03/2-000-renewable-energy-projects-shown-to-have-negative-biodiversity-impact/
[2] https://www.aeon.info/ef/en/prize/
[2] https://www.bbc.com/future/article/20200318-the-worlds-largest-nature-reserve
[2] http://www.tooraretowear.org/hawksbill-sea-turtles/
[1] https://www.linkedin.com/slink?code=eEeR_uq

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=pDlVDcrFrHU&feature=youtu.be

[1] https://twitter.com/WyoBio/status/1245166685302083587
[1] https://www.inaturalist.org/observations/40983172
[1] https://www.inaturalist.org/observations/40673048
[1] https://www.inaturalist.org/observations/39629497
[1] https://www.inaturalist.org/pages/getting+started
[1] https://www.inaturalist.org/observations/40768575
[1] https://www.inaturalist.org/observations/40896622
[1] https://twitter.com/NCStateAEC/status/1244711168033394689
[1] https://www.inaturalist.org/projects/gardens-and-balconies

Top URLs in Tweet in G4:
[2] https://www.linkedin.com/pulse/safety-gone-muskrat-falls-labrador-land-protectors-pritchard-ma/?trackingId=EDOmabxSSWm0PW2PZn0wWA%3D%3D
[2] https://twitter.com/CiiaqapLFraser/status/1223713329249579008
[1] https://un.org/actnow
[1] https://twitter.com/andersen_inger/status/1242722039825403906
[1] https://science.orf.at/stories/3200448/
[1] https://www.saveourspecies.org/
[1] https://www.nature.org/en-us/magazine/magazine-articles/beach-birds/
[1] https://labradorleadstheworld.blogspot.com
[1] https://twitter.com/CanvasLMS/status/1243229840251031552
[1] https://landprotectorshumanrightsmovement.blogspot.com

Top URLs in Tweet in G5:
[4] http://animaltaskforce.eu/Topics/Biodiversity-and-soil-health
[2] https://therevelator.org/biodiversity-health-pandemics/
[1] https://www.savebeesandfarmers.eu/eng/news/letter-to-executive-vice-president-of-the-eu-commission/
[1] https://www.euractiv.com/section/agriculture-food/opinion/agriculture-and-biodiversity-a-make-or-break-for-european-green-deal/
[1] https://therevelator.org/freshwater-biodiversity-study/
[1] https://ec.europa.eu/info/news/cap-increases-ambition-member-states-protection-biodiversity-and-raises-awareness-water-issues-2020-mar-27_en
[1] https://twitter.com/EUAgri/status/1243518914488864770
[1] http://animaltaskforce.eu/ATF-events-2020
[1] https://twitter.com/WWFEU/status/1244950528511168512
[1] https://paper.li/civis/1287415792?edition_id=58bb9310-732a-11ea-8ba5-002590a5ba2d

Top URLs in Tweet in G6:
[2] https://www.ft.com/content/09d934ac-6f59-11ea-9bca-bf503995cd6f
[1] https://jeffollerton.wordpress.com/2020/03/27/ecologists-with-gardens-in-the-current-crisis-coordinate-your-networks-to-collect-standardised-data/
[1] https://www.greenspacescotland.org.uk/news/bees-can-benefit-in-urban-areas
[1] https://theconversation.com/coronavirus-is-a-wake-up-call-our-war-with-the-environment-is-leading-to-pandemics-135023?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://www.ft.com/content/09d934ac-6f59-11ea-9bca-bf503995cd6f?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[1] https://twitter.com/martinswarren/status/1244933537729597440
[1] http://doi.wiley.com/10.1111/1365-2664.13620
[1] https://twitter.com/JeffOllerton/status/1243527312316018690

Top URLs in Tweet in G7:
[1] https://forestsnews.cifor.org/64771/natural-forest-regeneration-a-good-choice-for-biodiversity?fnl=en
[1] http://www.worldagroforestry.org/blog/2015/08/18/momentum-builds-for-role-of-trees-in-health-and-nutrition
[1] https://theconversation.com/camera-traps-completed-one-of-the-most-thorough-surveys-of-african-rainforest-yet-132526?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://theconversation.com/wildlife-conservation-needs-to-change-and-the-game-of-jenga-can-help-us-see-why-131534
[1] https://www.theguardian.com/world/2020/mar/27/utrecht-rooftops-greened-plants-mosses-vertical-forest
[1] https://www.siani.se/news-story/how-can-we-avoid-another-virus-outbreak/
[1] https://www.ucdavis.edu/climate-science/news/natural-habitat-around-farms-win-strawberry-growers-birds-and-consumers/
[1] https://twitter.com/pouruneautrepac/status/1244535424711897093
[1] https://twitter.com/live_resources/status/1243991725602828288
[1] https://twitter.com/jack_heinemann/status/1243781630860222465

Top URLs in Tweet in G8:
[4] https://financefortomorrow.com/en/actualites/mobilizing-investors-to-protect-climate-land-and-biodiversity/
[2] https://www.ipeclub.co/whats-killing-our-underwater-ecosystems/
[2] https://www.youtube.com/watch?v=n34NY5iBqR4&feature=youtu.be

[1] https://greenfinanceplatform.org/learning/massive-open-online-course-mooc-biodiversity-finance
[1] https://twitter.com/Allatsea4/status/1244974588829843461
[1] https://naturenearby.org/portfolio_page/explore/saugatuck-harbor-natural-area/
[1] https://twitter.com/mkvaalst/status/1243833778008657921
[1] https://www.idiva.com/news-opinion/news/as-humans-stay-in-8-lakh-olive-ridley-turtles-return-to-odishas-shores/18007881
[1] https://twitter.com/NinaVNygren/status/1244920785946447872
[1] https://www.policy-shift.com/

Top URLs in Tweet in G9:
[1] https://www.weforum.org/agenda/2019/07/good-news-indias-tiger-population-numbers-are-up?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[1] https://unfccc.int/secretariat/employment/recruitment

Top URLs in Tweet in G10:
[2] https://twitter.com/EU_MARE/status/1245006328562692097
[2] https://blog.pensoft.net/2020/03/31/research-on-bats-and-pangolins-potential-vectors-of-zoonotic-pandemics-like-covid-19-invited-to-a-free-to-publish-special-issue-in-zookeys/
[1] https://ec.europa.eu/fisheries/press/euronews-ocean-season-2-episode-3-marine-biodiversity_en
[1] https://www.eurekalert.org/pub_releases/2020-03/pp-amw032420.php
[1] https://zookeys.pensoft.net/article/39128/
[1] https://zookeys.pensoft.net/article/49197/
[1] https://wedigbio.org/
[1] https://www.euronews.com/programs/ocean
[1] https://www.youtube.com/watch?v=P3FaUyhbcXk&feature=emb_logo

[1] https://bdj.pensoft.net/article/47183/

Top Domains
Top Domains in Tweet in Entire Graph:
[211] twitter.com
[118] clickasnap.com
[74] theguardian.com
[57] undp.org
[52] co.uk
[43] youtube.com
[33] linkedin.com
[27] com.au
[21] theconversation.com
[17] nationalobserver.com

Top Domains in Tweet in G1:
[12] undp.org
[8] theguardian.com
[4] clubofrome.org
[4] theurbandeveloper.com
[4] twitter.com
[3] theconversation.com
[3] iisd.org
[2] ft.com
[2] financefortomorrow.com
[1] ipbes.net

Top Domains in Tweet in G2:
[47] twitter.com
[18] linkedin.com
[16] theguardian.com
[13] instagram.com
[7] youtube.com
[6] co.uk
[5] bbc.com
[4] consultantsussex.com
[3] theconversation.com
[3] latinamericanpost.com

Top Domains in Tweet in G3:
[7] inaturalist.org
[5] youtube.com
[4] twitter.com
[1] theguardian.com
[1] earthecho.org

Top Domains in Tweet in G4:
[7] twitter.com
[2] blogspot.com
[2] linkedin.com
[1] un.org
[1] orf.at
[1] saveourspecies.org
[1] nature.org
[1] ac.uk

Top Domains in Tweet in G5:
[7] twitter.com
[5] animaltaskforce.eu
[3] therevelator.org
[1] savebeesandfarmers.eu
[1] euractiv.com
[1] europa.eu
[1] paper.li
[1] slowfood.com
[1] ecowatch.com
[1] news18.com

Top Domains in Tweet in G6:
[3] ft.com
[2] twitter.com
[1] wordpress.com
[1] org.uk
[1] theconversation.com
[1] wiley.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] theconversation.com
[1] cifor.org
[1] worldagroforestry.org
[1] theguardian.com
[1] siani.se
[1] ucdavis.edu
[1] youtube.com

Top Domains in Tweet in G8:
[5] twitter.com
[4] financefortomorrow.com
[3] youtube.com
[2] ipeclub.co
[1] greenfinanceplatform.org
[1] naturenearby.org
[1] idiva.com
[1] policy-shift.com
[1] wiley.com
[1] ow.ly

Top Domains in Tweet in G9:
[1] weforum.org
[1] unfccc.int

Top Domains in Tweet in G10:
[6] pensoft.net
[3] twitter.com
[3] euronews.com
[1] europa.eu
[1] eurekalert.org
[1] wedigbio.org
[1] youtube.com
[1] biodiversity.be
[1] laji.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2775] biodiversity
[538] covid19
[409] nature
[220] coronavirus
[218] wildlife
[186] climatechange
[156] botany
[149] conservation
[144] earthhour
[123] 500pxrtg



Top Hashtags in Tweet in G1:
[426] biodiversity
[170] covid19
[71] earthhour
[70] switchoff
[51] forest
[47] nature
[42] indigenous
[39] india
[35] coronavirus
[34] climatechange

Top Hashtags in Tweet in G2:
[293] biodiversity
[29] nature
[26] wildlife
[25] climatechange
[22] covid19
[19] environment
[15] sustainability
[15] coronavirus
[14] conservation
[10] zoonoticdisease

Top Hashtags in Tweet in G3:
[43] biodiversity
[30] inaturalist
[28] house
[22] moth
[22] ramdasa
[22] india
[18] wrens
[18] twofertuesday
[17] whipscorpion
[13] plants

Top Hashtags in Tweet in G4:
[123] covid19
[26] indigenous
[18] biodiversity
[16] globalgoals
[14] climateaction
[3] environment
[3] culturalgenocide
[3] ecologicaljustice
[3] healthinequality
[3] shutmuskratdown

Top Hashtags in Tweet in G5:
[67] biodiversity
[34] cap
[7] pesticides
[7] eci
[5] wildlife
[3] pandemics
[3] eufarm2fork
[3] palmoil
[3] deforestation
[3] rainforest

Top Hashtags in Tweet in G6:
[104] pollinator
[47] biodiversity
[16] ecosystems
[16] naturalcapital
[16] plant
[16] hedgerows
[16] road
[5] naturebasedsolutions
[5] pollinators
[4] dontmowletitgrow

Top Hashtags in Tweet in G7:
[82] biodiversity
[27] peasant
[22] forest
[17] newzealand
[14] ecosystems
[13] humanhealth
[13] health
[11] covid19
[10] netherlands
[7] agroecology

Top Hashtags in Tweet in G8:
[56] biodiversity
[32] nature
[25] bees
[24] art
[24] artforourplanet
[10] southafrica
[10] entomology
[10] disapparated
[10] mantises
[9] ecology

Top Hashtags in Tweet in G9:
[46] earthhourday
[46] earth
[20] biodiversity
[11] gsdp
[4] climateaction
[4] ecosystem
[3] forest
[3] covid19
[3] nutrition
[3] food

Top Hashtags in Tweet in G10:
[42] biodiversity
[23] covid19
[19] coronavirus
[19] naturecrisis
[12] event
[12] scientists
[12] together
[12] global
[9] marine
[7] ocean

Top Words
Top Words in Tweet in Entire Graph:
[3547] Words in Sentiment List#1: Positive
[2189] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[111335] Non-categorized Words
[117071] Total Words
[2775] #biodiversity
[538] #covid19
[519] ipbes
[409] #nature
[333] people

Top Words in Tweet in G1:
[458] ipbes
[426] #biodiversity
[170] #covid19
[141] undp
[111] loss
[105] people
[97] lessons
[94] apply
[90] around
[88] learn

Top Words in Tweet in G2:
[293] #biodiversity
[29] #nature
[26] #wildlife
[25] #climatechange
[22] #covid19
[19] #environment
[18] species
[17] biodiversity
[16] more
[15] #sustainability

Top Words in Tweet in G3:
[199] inaturalist
[45] day
[44] observation
[43] #biodiversity
[41] students
[39] please
[35] project
[32] observe
[30] nature
[30] look

Top Words in Tweet in G4:
[143] animals
[129] globalgoalsun
[125] health
[123] #covid19
[121] people
[117] zoonotic
[117] diseases
[117] transmitted
[117] between
[117] closely

Top Words in Tweet in G5:
[67] #biodiversity
[31] euagri
[30] eu
[29] member
[29] water
[28] published
[28] studies
[28] #cap's
[28] impact
[28] preservation

Top Words in Tweet in G6:
[104] #pollinator
[104] ecologists
[103] jeffollerton
[103] coordinating
[103] network
[103] uk
[103] collect
[103] standardised
[103] data
[103] gardens

Top Words in Tweet in G7:
[82] #biodiversity
[55] food
[30] afsafrica
[29] people
[29] icraf
[27] foundation
[27] system
[27] over
[27] billion
[27] #peasant

Top Words in Tweet in G8:
[56] #biodiversity
[32] #nature
[25] taking
[25] #bees
[24] artforourplanet
[24] artistic
[24] warning
[24] go
[24] re
[24] #art

Top Words in Tweet in G9:
[61] moefcc
[46] #earthhourday
[46] stand
[46] together
[46] focus
[46] preservation
[46] protection
[46] #earth
[46] understand
[46] importance

Top Words in Tweet in G10:
[42] #biodiversity
[32] community
[23] #covid19
[22] zookeys_journal
[19] eu_mare
[19] #coronavirus
[19] outbreak
[19] stop
[19] #naturecrisis
[19] according

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[158] #biodiversity,loss
[135] zoonotic,diseases
[132] animals,people
[130] diseases,transmitted
[130] transmitted,between
[130] between,animals
[130] people,#covid19
[130] #covid19,closely
[130] closely,interlinked
[130] interlinked,health

Top Word Pairs in Tweet in G1:
[102] #biodiversity,loss
[84] learn,adapt
[84] adapt,faster
[84] faster,virus
[84] virus,lessons
[84] lessons,apply
[84] apply,crises
[84] crises,#biodiversity
[83] ipbes,learn
[83] loss,jamisoner

Top Word Pairs in Tweet in G2:
[10] covid,19
[10] #zoonoticdisease,#pandemicsources
[10] #pandemicsources,#biodiversity
[10] #biodiversity,#dolphinn2
[10] #dolphinn2,#covid19zoonotic
[7] #biodiversity,loss
[6] #biodiversity,#wildlife
[6] climate,change
[5] #climatechange,#biodiversity
[5] #climateemergency,#biodiversity

Top Word Pairs in Tweet in G3:
[44] observation,day
[30] #inaturalist,using
[30] using,students
[30] students,try
[30] try,observe
[30] observe,wild
[30] wild,organisms
[30] organisms,weeds
[30] weeds,fungi
[30] fungi,insects

Top Word Pairs in Tweet in G4:
[117] zoonotic,diseases
[117] diseases,transmitted
[117] transmitted,between
[117] between,animals
[117] animals,people
[117] people,#covid19
[117] #covid19,closely
[117] closely,interlinked
[117] interlinked,health
[116] globalgoalsun,zoonotic

Top Word Pairs in Tweet in G5:
[28] published,studies
[28] studies,#cap's
[28] #cap's,impact
[28] impact,#biodiversity
[28] #biodiversity,preservation
[28] preservation,water
[28] water,management
[28] management,show
[28] show,eu
[28] eu,rules

Top Word Pairs in Tweet in G6:
[103] coordinating,network
[103] network,uk
[103] uk,#pollinator
[103] #pollinator,ecologists
[103] ecologists,collect
[103] collect,standardised
[103] standardised,data
[103] data,gardens
[103] gardens,message
[102] jeffollerton,coordinating

Top Word Pairs in Tweet in G7:
[27] foundation,food
[27] food,system
[27] system,over
[27] over,billion
[27] billion,people
[27] people,#peasant
[27] #peasant,food
[27] food,web
[27] web,guardians
[26] afsafrica,foundation

Top Word Pairs in Tweet in G8:
[24] artistic,warning
[24] warning,go
[24] go,re
[24] re,taking
[24] taking,#bees
[24] #bees,#art
[24] #art,#artforourplanet
[24] #artforourplanet,#nature
[23] artforourplanet,artistic
[23] #nature,#pollinator

Top Word Pairs in Tweet in G9:
[46] #earthhourday,stand
[46] stand,together
[46] together,focus
[46] focus,preservation
[46] preservation,protection
[46] protection,#earth
[46] #earth,understand
[46] understand,importance
[45] moefcc,#earthhourday
[45] importance,#

Top Word Pairs in Tweet in G10:
[19] #coronavirus,outbreak
[19] outbreak,stop
[19] stop,#naturecrisis
[19] #naturecrisis,according
[19] according,ipbes'report
[19] ipbes'report,nature
[19] nature,declining
[19] declining,unprecedented
[19] unprecedented,rates
[18] eu_mare,#coronavirus

Top Replied-To
Top Replied-To in Entire Graph:
@aranya_kfd
@chunhuams
@terliwetter
@gweebarrag
@zwartblesie
@cdsbglobal
@ipbes
@tomhall
@gmtord
@newelmedia

Top Replied-To in G1:
@ipbes
@michellepeak360
@itc_sustainable
@jagdishkrishna8
@andersen_inger

Top Replied-To in G2:

Top Replied-To in G4:
@jrockstrom

Top Replied-To in G5:
@chunhuams
@jmwhite2
@jabierolas
@nicolasnicola22

Top Replied-To in G7:
@sianiagri

Top Replied-To in G8:
@artforourplanet

Top Replied-To in G9:
@aranya_kfd
@parveenkaswan
@moefcc
@narendramodi

Top Replied-To in G10:
@environment

Top Mentioned
Top Mentioned in Entire Graph:
@ipbes
@inaturalist
@undp
@clickasnap_
@globalgoalsun
@jeffollerton
@jamisoner
@unbiodiversity
@hugepossum
@unep

Top Mentioned in G1:
@ipbes
@undp
@jamisoner
@unbiodiversity
@unep
@andersen_inger
@itc_sustainable
@ocean_agency
@nasa
@asteiner

Top Mentioned in G2:
@_greatwolford
@sefinruscbc
@uklifencp

Top Mentioned in G3:
@inaturalist
@merseyforest
@citscimonth
@gregoiredubois
@drsarahclement
@livuniplanning
@earthecho
@mnhnlbiodiv
@youtube
@bryanmaitland

Top Mentioned in G4:
@globalgoalsun
@sdg2030
@undp
@nature_org
@ipbes
@unep
@unbiodiversity
@jrockstrom
@andersen_inger
@indiaunnewyork

Top Mentioned in G5:
@euagri
@orangutans
@revelator_news
@drbirute
@vanessafiji
@aussieneets
@russellmoxham
@debbie_spirit
@griffjane
@orangulandtrust

Top Mentioned in G6:
@jeffollerton
@pieterdefrenne
@natcap_irl
@greenspacescot
@pollinatorplan
@financialtimes
@wcl_news
@scotlink
@naturemattersni
@swordstidytowns

Top Mentioned in G7:
@afsafrica
@icraf
@disc_newzealand
@earthrootfound1
@sianiagri
@guardianeco
@ipbes
@globalgoalsun
@conversationuk
@undp

Top Mentioned in G8:
@artforourplanet
@finfortomorrow
@cmnhentomology
@dr_garytaylor
@sylviaearle
@wef
@pablonegri
@ipbes
@jennypapb
@lizarazo_clara

Top Mentioned in G9:
@moefcc
@prakashjavdekar
@thereisnoearthb
@unfccc
@pratibh70095849
@pmoindia
@narendramodi
@parveenkaswan
@food_odisha

Top Mentioned in G10:
@zookeys_journal
@ipbes
@eu_mare
@euronews
@wedigbio
@eurotaxonomy
@lifewatchgreece
@hcmr_gr
@vgerovasileiou
@luomus_zoology

Top Tweeters
Top Tweeters in Entire Graph:
@klm
@indiegametrends
@clairebotai
@mhall55nine
@honeymoongondol
@el_universal_mx
@bkindngood
@coolbrighton
@railminindia
@realblack212

Top Tweeters in G1:
@bkindngood
@anselmonadir
@ybreevaart67_63
@lorettabower3
@jj_angelus
@vetrepreneurone
@ineeshadvs
@justbementalist
@benishii_
@djriveraros

Top Tweeters in G2:
@gezgintrk
@paintmyblues
@margarethollin1
@pdjmoo
@chapietchapo
@kamlesm
@saveoursparrows
@fabiennenoble
@mphclaxxx
@drpatridge

Top Tweeters in G3:
@aardvarkwizard
@thebonnydoon
@standbyforreset
@teadrivendev
@joqatana
@61mudu
@bellewitch66
@rosario_strano
@carlyebaines
@ashwin_baindur

Top Tweeters in G4:
@ebtesam00369622
@nomoreslaves
@wsj
@fagankara
@newsneus
@ossie0022
@craykain
@korieunfpa
@gasparepolizzi9
@_andreaangulo_

Top Tweeters in G5:
@klm
@guardian
@velvetsilk
@abcnews
@dwnews
@nicolasnicola22
@ajenews
@wired
@lorettaslaught1
@hrw

Top Tweeters in G6:
@financialtimes
@loveisbrilliant
@tynewrc
@followyouswap
@conversationedu
@space4wildlife
@entoprof
@drjtwit
@bobohara
@ecoevoenviro

Top Tweeters in G7:
@kikichen1014
@farfel54
@ewestaway
@aapremlall
@malena_ky
@afrosamuray2
@mojamesapted
@conversationuk
@kiwiandkoala
@mmm_the3rd

Top Tweeters in G8:
@wwf
@spider_gina
@wef
@imagine_garden
@lee_knuth
@pablonegri
@duivelsei
@tenajtiger
@larrainelage
@doesitsay

Top Tweeters in G9:
@railminindia
@pib_india
@ramankk92
@sdlizlifestyle
@sukanyaiyer2
@sujeetsharma
@pibhindi
@arunyadav0007
@swachhbharatgov
@navneetkumargu8

Top Tweeters in G10:
@caleeuropaedic
@euronews
@euronewsit
@mjphotographer
@nikkifirewall
@pogomcl
@dgcountryside
@environment
@eu_mare
@bloodsparasites


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