#biodiversity, Twitter, 8/6/2020 1:09:15 AM, 231977


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#biodiversity_2020-08-05_17-36-00.xlsx
#biodiversity_2020-08-05_17-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/30xcBBq
@ecology_tweets
@tcddublin
@ipbes
@unbiodiversity
@fao
@trvst_biodiv
@earthdaynetwork
@lgspace
@brillianto_gi
@ibrodollars

Top hashtags:
#biodiversity
#nature
#pollinators
#indigenous
#climatechange
#wildlife

Description:
Description
The graph represents a network of 7,069 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, 06 August 2020 at 00:43 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 16-hour, 33-minute period from Friday, 31 July 2020 at 10:49 UTC to Wednesday, 05 August 2020 at 03:22 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 : 7069
Unique Edges : 3201
Edges With Duplicates : 13578
Total Edges : 16779
Number of Edge Types : 5
Retweet : 6135
MentionsInRetweet : 7620
Tweet : 991
Mentions : 1943
Replies to : 90
Self-Loops : 1080
Reciprocated Vertex Pair Ratio : 0.0173092992718157
Reciprocated Edge Ratio : 0.0340295705233513
Connected Components : 552
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 5478
Maximum Edges in a Connected Component : 14096
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.454097
Graph Density : 0.000170563856650145
Modularity : 0.47822
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,069 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, 06 August 2020 at 00:43 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 16-hour, 33-minute period from Friday, 31 July 2020 at 10:49 UTC to Wednesday, 05 August 2020 at 03:22 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:
[33] https://www.rte.ie/radio/utils/share/radio1/21812083
[19] https://www.sciencedirect.com/science/article/pii/S0264837719323609
[18] https://tweetedtimes.com/v/1560?s=tnp
[17] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fa-multilateral-ai-strategy-for-biodiversity-and-restoration-422ca8f70515
[14] https://www.inaturalist.org/observations/55142186
[14] https://monkstownvillage.ie/
[13] https://www.ft.com/content/100f0c5b-83c5-4e9a-8ad0-89af2ea4a758
[11] https://www.amazon.co.uk/gp/product/0691180369?ie=UTF8&camp=3194&creative=21330&creativeASIN=0691180369&linkCode=shr&tag=microsadven04-21&keywords=dragonfly+book&qid=1551170668&refinements=p_n_publication_date:182243031&rnid=182240031&s=books&sr=1-1
[11] https://twitter.com/rtenews/status/1289085132112977923
[10] https://twitter.com/projectlincoln/status/1289274776310210561

Top URLs in Tweet in G1:
[6] https://twitter.com/rtenews/status/1289085132112977923
[2] https://www.wildflowerturf.co.uk/2020/07/29/biophilic-design-webinar-with-james-hewetson-brown/
[1] https://www.agriland.ie/farming-news/maintaining-what-weve-got-to-stop-pollinator-decline/
[1] https://naturalscience.tcd.ie/pollinator/
[1] https://bit.ly/3i6Cxtvfor
[1] https://www.tcd.ie/news_events/articles/trinity-plants-wildflower-meadows-on-college-green/
[1] https://twitter.com/mammal_society/status/1288747440934391808
[1] https://twitter.com/tcddublin/status/1288867823574450183
[1] https://twitter.com/i/events/1289138123952144385

Top URLs in Tweet in G2:
[5] https://www.downtoearth.org.in/news/wildlife-biodiversity/global-eco-watch-atlantic-salmon-returning-to-maine-river-after-dam-removals-72608
[5] https://naturalcapital.finance/blog/beyond-business-as-usual/
[4] https://www.cbd.int/article/2020-UN-Biodiversity-Summit
[4] https://www.besnet.world/besnet-newsletter-issue-no-24-july-2020
[4] https://www.unepfi.org/ecosystems/sustainable-blue-economy-finance/
[3] https://link.chtbl.com/cNKLPxsi
[3] https://community.abs-sustainabledevelopment.net/event/webinar-series-on-the-international-day-of-the-worlds-indigenous-peoples-custodians-of-biodiversity/
[3] https://www.deutschland.de/en/topic/politics/biodiversity-in-the-eu-the-new-strategy-for-2030
[3] https://www.ft.com/content/100f0c5b-83c5-4e9a-8ad0-89af2ea4a758
[2] https://www.nationalgeographic.com/environment/2018/11/can-indigenous-land-stewardship-protect-biodiversity-/

Top URLs in Tweet in G3:
[8] https://www.cgiar.org/news-events/news/investments-in-agricultural-development-quantifying-the-socio-political-and-climate-change-risks
[4] http://www.worldagroforestry.org/blog/2020/07/13/building-biodiverse-food-systems-inclusive-resilient-and-safe-future
[3] https://inhabitat.com/coconut-oil-production-is-a-danger-to-vulnerable-species/
[2] http://www.fao.org/state-of-forests/en/?utm_source=twitter&utm_medium=social+media&utm_campaign=fao
[2] https://foodtank.com/news/2020/07/26-organizations-working-to-conserve-seed-biodiversity/
[2] https://instagram.com/anil.annaiah
[1] https://www.yorkshirerewildingnetwork.org.uk/
[1] https://intelligence.weforum.org/topics/a1G0X0000062jZ3UAI?tab=publications
[1] https://twitter.com/FAO/status/1289766622778003457
[1] https://forestsnews.cifor.org/66749/miombo-woodlands-forgotten-southern-african-dryland-forests?fnl=en

Top URLs in Tweet in G4:
[8] https://theconversation.com/biodiversity-loss-could-be-making-us-sick-heres-why-143627?utm_medium=amptwitter&utm_source=twitter
[5] https://onlinelibrary.wiley.com/doi/abs/10.1111/2041-210X.13405
[4] https://www.theguardian.com/environment/2020/aug/04/englands-biggest-landowners-not-growing-enough-trees-report?CMP=share_btn_tw
[4] https://tommysoutdoors.com/category/podcast/
[4] https://phys.org/news/2020-07-farming-urgent-biodiversity-scientists.html
[4] https://www.inaturalist.org/projects/international-biodiversity-championship-2020
[4] https://www.inaturalist.org/projects/international-biodiversity-championship-2020?tab=species
[4] https://www.edie.net/amp-news/7/UN-maps-all-land-to-help-businesses-halt-habitat-and-biodiversity-destruction/?__twitter_impression=true
[3] https://twitter.com/Rebirding1/status/1288498135157833729
[3] https://ecologyseminars.substack.com/p/online-conferences-8th-issue?r=6j6vk&utm_campaign=post&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G5:
[1] https://derbyfoe.com/co2-from-plastics-biomass-incineration-wid-definition/
[1] https://derbyfoe.com/eroding-the-earth-how-039waste-to-energy039-incineration-destroys-soil/
[1] https://www.unccd.int/news-events/competition-design-land-use-planning-software-land-degradation-neutrality
[1] https://twitter.com/globeandmail/status/1289264202427711488
[1] http://www.beltwaypoetry.com/selected-haiku-from-the-magic-of-madagascar-abhay-k/

Top URLs in Tweet in G6:
[7] https://www.ercgroup.org/
[4] https://twitter.com/tcddublin/status/1288867823574450183
[4] http://theigen.org/environthon/
[3] https://twitter.com/rtenews/status/1289085132112977923
[3] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[3] https://twinybots.ch/
[3] https://www.ercfoundations.com/
[3] https://www.malsideas.com/2020/07/drop-tree-bombs-to-save-planet.html?spref=tw
[3] https://htchivantara.is/30X1rXk?hsamp_network=twitter&hsamp=bxg9nG3r72kuR
[2] https://www.irishtimes.com/news/environment/trinity-college-lawns-dug-up-to-make-room-for-wild-flowers-1.4318693

Top URLs in Tweet in G7:
[2] https://act-adapt.org/wp-content/uploads/2019/06/BD_GI_concept_v3.pdf
[2] https://naturalcapital.finance/wp-content/uploads/2020/06/Beyond-Business-As-Usual-Full-Report.pdf
[1] https://reaction.life/britain-needs-a-national-nature-service-to-power-a-green-recovery/
[1] https://www.theguardian.com/environment/2020/jul/08/protecting-30-planet-could-bolster-economy-study-says
[1] https://www.theguardian.com/commentisfree/2020/may/09/lockdown-see-natural-world-anew-not-waste
[1] https://www.euronews.com/2020/03/30/how-to-increase-biodiversity-across-cities
[1] https://www.nature.org/en-us/newsroom/economic-benefits-of-protected-areas-study/
[1] https://www.oursafetynet.org/2020/05/27/cities-are-the-next-frontier-for-biodiversity-conservation/
[1] https://www.rmit.edu.au/news/all-news/2020/jan/rewilding-cities
[1] https://op.europa.eu/en/publication-detail/-/publication/d7e8f4d4-c577-11ea-b3a4-01aa75ed71a1/language-en/format-PDF/source-139695433/

Top URLs in Tweet in G8:
[17] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fa-multilateral-ai-strategy-for-biodiversity-and-restoration-422ca8f70515
[3] https://www.weforum.org/agenda/2020/07/melati-wijsen-isabel-youthtopia-environment-activist-changemaker
[2] https://open.spotify.com/episode/0bNazcN9tNVjG6bbfL3R69?si=hkst-z10SuaGqpBI8jTjRw
[2] https://www.weforum.org/agenda/2020/07/reef-cubes-arc-marine-biodiversity-wind-farms
[1] https://www.weforum.org/agenda/2020/08/deep-sea-minerals-could-meet-the-demands-of-battery-supply-chains-but-should-they/
[1] https://twitter.com/BBOWT/status/1288105344237834244
[1] https://twitter.com/kedelsg/status/1280594900392857603
[1] https://twitter.com/DerrickEMugisha/status/1267690317777702912
[1] http://www.climateactionnortheast.org.uk/round-up-of-our-climate-positive-actions-%ef%bb%bf/
[1] https://www.weforum.org/agenda/2020/07/tiny-urban-forests-miyawaki-biodiversity-carbon-capture/

Top URLs in Tweet in G9:
[10] https://twitter.com/projectlincoln/status/1289274776310210561
[7] https://www.amazon.co.uk/gp/product/0691180369?ie=UTF8&camp=3194&creative=21330&creativeASIN=0691180369&linkCode=shr&tag=microsadven04-21&keywords=dragonfly+book&qid=1551170668&refinements=p_n_publication_date:182243031&rnid=182240031&s=books&sr=1-1
[5] https://www.amazon.co.uk/gp/product/0062655353?ie=UTF8&camp=3194&creative=21330&creativeASIN=0062655353&linkCode=shr&tag=microsadven04-21&
[5] https://www.amazon.co.uk/gp/product/0857842382?ie=UTF8&camp=3194&creative=21330&creativeASIN=0857842382&linkCode=shr&tag=microsadven04-21&qid=&sr=
[5] https://www.amazon.co.uk/gp/product/1786275309?ie=UTF8&camp=3194&creative=21330&creativeASIN=1786275309&linkCode=shr&tag=microsadven04-21&fst=as:off&qid=1570529584&refinements=p_n_publication_date:182243031&rnid=182240031&s=books&sr=1-5
[3] https://www.cbsnews.com/news/orca-endangered-killer-whale-risk-us-navy/
[3] https://earthlingnature.wordpress.com/2020/08/02/new-species-july-2020/
[3] https://www.amazon.co.uk/gp/product/1743795513?ie=UTF8&camp=3194&creative=21330&creativeASIN=1743795513&linkCode=shr&tag=microsadven04-21&keywords=nature+books&qid=1553864168&refinements=p_n_publication_date:182243031&rnid=182240031&s=books&sr=1-10
[2] https://phys.org/news/2020-08-scientists-secret-earth-biodiversity-hotspots.html
[2] https://www.surveymonkey.com/r/PCSimpacts

Top URLs in Tweet in G10:
[2] https://www.ft.com/content/100f0c5b-83c5-4e9a-8ad0-89af2ea4a758
[1] https://www.unenvironment.org/news-and-stories/press-release/new-guidelines-aim-support-mangrove-restoration-western-indian-ocean
[1] https://www.theguardian.com/commentisfree/2020/jul/28/pandemic-era-rainforest-deforestation-exploitation-wildlife-disease
[1] http://wcmc.io/GraphicGuideofMPAs
[1] https://www.youtube.com/watch?v=t5CzbFvgyvs&feature=youtu.be

[1] https://twitter.com/mikehudema/status/1289656764808429573
[1] https://twitter.com/pacenvironment/status/1041751157289492482
[1] https://www.youtube.com/watch?v=1uEsPK2-vK4&feature=youtu.be

[1] https://bit.ly/3gcB0RX
[1] https://www.rightsofmotherearth.com/biodiversity-convention

Top Domains
Top Domains in Tweet in Entire Graph:
[309] twitter.com
[94] clickasnap.com
[56] co.uk
[55] youtube.com
[37] inaturalist.org
[33] rte.ie
[32] instagram.com
[29] linkedin.com
[26] eurekalert.org
[25] sciencedirect.com

Top Domains in Tweet in G1:
[9] twitter.com
[2] tcd.ie
[2] co.uk
[1] agriland.ie
[1] bit.ly

Top Domains in Tweet in G2:
[9] twitter.com
[6] org.in
[5] ft.com
[5] naturalcapital.finance
[4] cbd.int
[4] iucn.org
[4] besnet.world
[4] treehugger.com
[4] unepfi.org
[3] ipbes.net

Top Domains in Tweet in G3:
[8] cgiar.org
[7] fao.org
[5] cifor.org
[4] worldagroforestry.org
[3] twitter.com
[3] instagram.com
[3] inhabitat.com
[3] defenders.org
[2] weforum.org
[2] cimmyt.org

Top Domains in Tweet in G4:
[90] twitter.com
[14] phys.org
[12] theconversation.com
[9] nature.com
[9] huntinglife.com
[9] inaturalist.org
[8] theguardian.com
[6] substack.com
[6] wiley.com
[5] linkedin.com

Top Domains in Tweet in G5:
[2] derbyfoe.com
[1] unccd.int
[1] twitter.com
[1] beltwaypoetry.com

Top Domains in Tweet in G6:
[45] twitter.com
[17] instagram.com
[7] linkedin.com
[7] ercgroup.org
[4] youtube.com
[4] bbc.com
[4] theigen.org
[3] blogspot.com
[3] co.uk
[3] indiatimes.com

Top Domains in Tweet in G7:
[3] theguardian.com
[2] act-adapt.org
[2] naturalcapital.finance
[2] europa.eu
[2] co.uk
[2] twitter.com
[1] reaction.life
[1] euronews.com
[1] nature.org
[1] oursafetynet.org

Top Domains in Tweet in G8:
[17] medium.com
[8] weforum.org
[4] twitter.com
[2] spotify.com
[1] org.uk
[1] sciencedirect.com
[1] ecowatch.com

Top Domains in Tweet in G9:
[25] co.uk
[16] twitter.com
[4] wordpress.com
[3] cbsnews.com
[2] nbcnews.com
[2] phys.org
[2] surveymonkey.com
[2] linkedin.com
[2] weforum.org
[1] theguardian.com

Top Domains in Tweet in G10:
[3] youtube.com
[2] ft.com
[2] twitter.com
[1] unenvironment.org
[1] theguardian.com
[1] wcmc.io
[1] bit.ly
[1] rightsofmotherearth.com
[1] thehindu.com
[1] europa.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3563] biodiversity
[511] nature
[332] pollinators
[199] indigenous
[180] climatechange
[164] wildlife
[155] conservation
[131] ecosystem
[120] environment
[103] sustainabledevelopment



Top Hashtags in Tweet in G1:
[30] tcdwildflowers
[20] biodiversity
[5] sustainabletrinity
[4] pollinators
[4] inspiringgenerations
[4] wildflower
[4] wildflowers
[4] beefriendly
[4] bees
[3] dublin

Top Hashtags in Tweet in G2:
[492] biodiversity
[141] indigenous
[106] nature
[92] sustainabledevelopment
[75] ecosystem
[62] globalassessment
[54] covid19
[34] un
[24] fashion
[22] investors

Top Hashtags in Tweet in G3:
[330] biodiversity
[246] pollinators
[37] food
[34] water
[31] carbon
[31] soils
[27] climate
[11] nowreading
[10] foodsecurity
[8] biodiversity2020

Top Hashtags in Tweet in G4:
[496] biodiversity
[22] conservation
[21] nature
[20] pollinators
[18] wildlife
[16] 28for28
[14] climatechange
[14] indigenous
[13] ecology
[13] esa2020

Top Hashtags in Tweet in G5:
[252] biodiversity
[15] ecosystems
[11] fornature
[8] pollinators
[8] lordkrishna
[6] ecosystem
[4] madagascar
[3] protectourspecies
[3] biodiversity2020
[3] foodsecurity

Top Hashtags in Tweet in G6:
[256] biodiversity
[45] nature
[27] conservation
[26] climatechange
[22] wildlife
[16] environment
[15] sustainability
[15] savetheplanet
[12] ecology
[10] trees

Top Hashtags in Tweet in G7:
[94] saynotothemow
[56] biodiversity
[24] greenroofs
[14] greeninfrastructure
[11] covid19
[10] lettertoscience
[7] naturebasedsolutions
[6] nature
[6] climatechange
[5] suds

Top Hashtags in Tweet in G8:
[67] biodiversity
[26] destroyalllobbies
[24] climatechange
[17] ai
[17] restoration
[12] climateemergency
[12] climateaction
[10] environment
[9] techforgood
[8] nature

Top Hashtags in Tweet in G9:
[128] biodiversity
[50] nature
[28] rarespecies
[28] bluewave
[13] climatechange
[12] wildlife
[10] bees
[9] entomology
[7] pollinators
[7] deforestation

Top Hashtags in Tweet in G10:
[44] biodiversity
[16] nature
[14] ocean
[9] mpas
[6] ecosystems
[3] fornature
[3] ecosystem
[3] indigenous
[3] ecology
[3] ants

Top Words
Top Words in Tweet in Entire Graph:
[3567] #biodiversity
[1653] see
[1531] today
[1498] green
[1482] tcddublin
[1474] wildflower
[1472] made
[1465] possible
[1454] 12
[1447] trinity

Top Words in Tweet in G1:
[1458] tcddublin
[1426] wildflower
[1426] trinity
[1423] made
[1423] possible
[1423] 12
[1423] 496
[1423] students
[1402] college
[1401] see

Top Words in Tweet in G2:
[568] ipbes
[492] #biodiversity
[276] world's
[202] biodiversity
[153] #indigenous
[151] august
[149] report
[149] unbiodiversity
[148] 30
[146] 2020

Top Words in Tweet in G3:
[414] fao
[374] food
[330] #biodiversity
[256] species
[256] without
[249] bees
[246] once
[246] lose
[246] lost
[246] forever

Top Words in Tweet in G4:
[496] #biodiversity
[74] biodiversity
[66] more
[64] species
[53] day
[45] great
[40] global
[39] 2020
[38] international
[37] protect

Top Words in Tweet in G5:
[252] #biodiversity
[214] food
[201] water
[198] air
[198] breathe
[198] drink
[198] eat
[198] rely
[198] ignore
[198] responsibility

Top Words in Tweet in G6:
[256] #biodiversity
[45] #nature
[41] more
[27] #conservation
[26] #climatechange
[22] #wildlife
[19] biodiversity
[18] flora
[16] #environment
[15] #sustainability

Top Words in Tweet in G7:
[191] less
[95] lgspace
[94] please
[94] #saynotothemow
[94] weedkillers
[94] pesticides
[94] garden
[94] community
[94] spaces
[94] work

Top Words in Tweet in G8:
[67] #biodiversity
[33] marinegofficial
[31] life
[30] one
[27] eat
[26] #destroyalllobbies
[26] gafa
[26] week
[26] oceans
[26] created

Top Words in Tweet in G9:
[128] #biodiversity
[50] #nature
[31] 50
[28] history
[28] #rarespecies
[28] #bluewave
[27] alex_verbeek
[26] years
[25] billion
[20] scientists

Top Words in Tweet in G10:
[44] #biodiversity
[30] protect
[22] need
[19] unep
[16] #nature
[15] nature
[14] #ocean
[11] dear
[11] undp
[11] tackle

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1442] made,possible
[1441] possible,12
[1441] 12,496
[1441] 496,trinity
[1441] trinity,students
[1417] college,green
[1416] rolled,college
[1415] delighted,see
[1415] see,wildflower
[1415] wildflower,turf

Top Word Pairs in Tweet in G1:
[1423] made,possible
[1423] possible,12
[1423] 12,496
[1423] 496,trinity
[1423] trinity,students
[1400] college,green
[1399] rolled,college
[1398] delighted,see
[1398] see,wildflower
[1398] wildflower,turf

Top Word Pairs in Tweet in G2:
[139] #indigenous,peoples
[138] less,world's
[138] world's,population
[136] august,9th
[136] 9th,international
[136] international,day
[136] day,world's
[136] world's,#indigenous
[136] peoples,comprising
[136] comprising,less

Top Word Pairs in Tweet in G3:
[246] once,lose
[246] lose,species
[246] species,lost
[246] lost,forever
[246] forever,bees
[246] bees,#pollinators
[246] #pollinators,dying
[246] dying,without
[246] without,75
[245] fao,once

Top Word Pairs in Tweet in G4:
[24] international,biodiversity
[24] biodiversity,championship
[24] championship,2020
[24] led,carlosguerra_pt
[22] blind,spots
[21] #biodiversity,loss
[19] scavenger,hunt
[18] paper,naturecomms
[18] naturecomms,led
[18] carlosguerra_pt,eisenhauerlab

Top Word Pairs in Tweet in G5:
[198] air,breathe
[198] breathe,water
[198] water,drink
[198] drink,food
[198] food,eat
[198] eat,rely
[198] rely,#biodiversity
[198] #biodiversity,ignore
[198] ignore,responsibility
[184] earthdaynetwork,air

Top Word Pairs in Tweet in G6:
[10] #biodiversity,#conservation
[9] #nature,#biodiversity
[8] #biodiversity,#nature
[7] presenting,erc
[7] erc,flora
[7] flora,digest
[7] digest,family
[7] flora,darjeeling
[7] darjeeling,himalayas
[7] himalayas,foothills

Top Word Pairs in Tweet in G7:
[94] please,#saynotothemow
[94] #saynotothemow,weedkillers
[94] weedkillers,pesticides
[94] pesticides,garden
[94] garden,community
[94] community,spaces
[94] spaces,less
[94] less,work
[94] work,less
[94] less,fossil

Top Word Pairs in Tweet in G8:
[26] #destroyalllobbies,gafa
[26] gafa,eat
[26] eat,one
[26] one,week
[26] week,oceans
[26] oceans,created
[26] created,life
[26] life,maintain
[26] maintain,atmosphere
[25] marinegofficial,#destroyalllobbies

Top Word Pairs in Tweet in G9:
[28] #biodiversity,#rarespecies
[28] #rarespecies,#bluewave
[28] #bluewave,#nature
[27] alex_verbeek,#biodiversity
[25] 50,billion
[25] billion,years
[16] human,actions
[16] actions,endangering
[16] endangering,50
[16] years,worth

Top Word Pairs in Tweet in G10:
[11] dear,undp
[11] undp,unep
[11] unep,tackle
[11] tackle,#biodiversity
[11] #biodiversity,crisis
[11] crisis,need
[11] need,act
[11] act,give
[11] give,#nature
[11] #nature,space

Top Replied-To
Top Replied-To in Entire Graph:
@chunhuams
@victoriaprentis
@zybn_cbd
@fao
@keithwarmie
@cityplants
@beesponsible
@petebuttigieg
@unmountains
@hienngo

Top Replied-To in G1:
@rtenews
@tcddublin

Top Replied-To in G2:
@jessica_leiber
@naokoishiitokyo
@iucn

Top Replied-To in G3:
@fao
@unesco

Top Replied-To in G4:
@keithwarmie
@chrisgpackham
@flapsky1
@biodatacentre
@hienngo
@meldawson6
@jsydairy
@whatsnot2mike
@matt_keanmp

Top Replied-To in G5:
@unccd

Top Replied-To in G6:
@schoolyardfilms

Top Replied-To in G8:
@drjdrooghaag
@nutritiousmind
@weatherprof
@friendsofocean

Top Replied-To in G9:
@victoriaprentis

Top Replied-To in G10:
@unep
@aditya_thinker
@epacuniverse
@toihyderabad
@mpsantoshtrs
@nafeezahmed
@asifbhamlaa
@gaonconnection

Top Mentioned
Top Mentioned in Entire Graph:
@tcddublin
@ipbes
@fao
@earthdaynetwork
@unbiodiversity
@un
@clickasnap_
@lgspace
@inaturalist
@jambeydondu

Top Mentioned in G1:
@tcddublin
@bloomingnative
@janecstout
@visitdublin
@wildflowerturf
@wildflower_md
@greenskildare

Top Mentioned in G2:
@ipbes
@unbiodiversity
@un
@iucn
@un_pga
@undpabs
@iam_samata
@redcarpetgreend
@unep_fi
@fao

Top Mentioned in G3:
@fao
@icraf
@faoclimate
@cgiar
@cifor
@cimmyt
@foodtank
@biovintciat_eng
@faoafrica
@faoknowledge

Top Mentioned in G4:
@naturecomms
@carlosguerra_pt
@ipbes
@cn2028
@eisenhauerlab
@judithfish
@mrillig
@dawnroseturner
@calgarybaymull
@scottpegan

Top Mentioned in G5:
@earthdaynetwork
@ibrodollars
@mubiruhumble
@eet_foundation
@patriciakombo
@fao
@unbiodiversity
@brewerforbc
@aaravseth888
@ipbes

Top Mentioned in G6:
@morphizm
@cbcgdf_china
@accdpage
@forestbeans
@daphne_jg
@eclamoureux
@grupo_documenta
@nwmbmedia
@drrimmer
@capawpac

Top Mentioned in G7:
@lgspace
@amandaetrask
@brillianto_gi
@hannapaulomaki
@olrresources
@worldgreenroof
@frbiodiv
@greenroofsuk
@guardianeco
@conversationuk

Top Mentioned in G8:
@marinegofficial
@wef
@shicooks
@bellaskova
@pi
@frronconi
@mikequindazzi
@antgrasso
@fisher85m
@climateactionne

Top Mentioned in G9:
@alex_verbeek
@drajesh_ug4ph
@val_levesqueb
@planetary_sec
@vandymini
@playcraftlearn
@wwf
@ggfghana
@beebabette

Top Mentioned in G10:
@unep
@undp
@dkyouthdelegate
@oceanunite
@paul_rose
@unbiodiversity
@moefcc
@oceanipso
@ipbes
@ecocidelaw

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@edinburghwatch
@kat4obama
@angelamortimer2
@_redfrog
@baarahk
@salvadorpano
@sikecilmarmut
@bkindngood
@bliadhnaichean

Top Tweeters in G1:
@givemepie360
@gracemurphy2
@katcapps
@eddarrell
@astraea_styx
@fieryreddragon
@julian47hill
@greigo_uk
@mwhalan
@mauraleelang

Top Tweeters in G2:
@baarahk
@salvadorpano
@nilimajumder
@pitarampal
@der_bluthund
@lorettabower3
@mr_spock
@paulrogers002
@nomoreslaves
@vievararosel

Top Tweeters in G3:
@bluebirdtrini
@adekleine
@dudeneyn
@anneliemoser
@stfuimtweetn0_o
@gabdavilla
@ewestaway
@susanamnk
@parvez1
@kaysey17

Top Tweeters in G4:
@iflck
@dawnroseturner
@1travela
@wholefoods
@johnhar45782426
@feralartist
@rstatstweet
@theatlantic
@greentechdon
@sharkinho

Top Tweeters in G5:
@angelamortimer2
@b1e56df9ce6549f
@meowmiya88
@wisdomnz
@kelownascott
@btkrth
@fullcuphenny
@mikesimap
@kirrinabarry
@wavetop

Top Tweeters in G6:
@drrimmer
@girlfuturist
@climatebabes
@chiya_kichiku
@minamaya13
@bomengidsnl
@bazzio101
@morphizm
@brightsurf
@stella_vaskoudi

Top Tweeters in G7:
@anselmonadir
@mindlessrobot37
@huwsayer
@pippaliciousj
@joycehermit
@greenroofsuk
@ribblevalleysue
@juuhaa
@sheilad58
@alpha_malegroom

Top Tweeters in G8:
@edinburghwatch
@marshacollier
@akwyz
@shicooks
@gvalan
@debraruh
@naestopaz
@vivekghosal
@hanslak
@fmfrancoise

Top Tweeters in G9:
@wwf
@thebonnydoon
@4everpetesgirl
@lbanter1
@newsanceandgg
@nbcnews
@cbsnews
@crawlieswithcri
@rosethornne
@klatubaradaniko

Top Tweeters in G10:
@financialtimes
@guardianus
@pdjmoo
@bbchindi
@chanakyaneeti77
@toihyderabad
@gaonconnection
@srilankaglobal
@undp
@nafeezahmed