#biodiversity, Twitter, 11/5/2020 2:07:25 AM, 239479


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#biodiversity_2020-11-04_17-25-08.xlsx
#biodiversity_2020-11-04_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/2TTNRz3
@ipbes
@ecology_tweets
@jane__eden
@unbiodiversity
@inaturalist
@chunhuams
@greenpeace
@wef
@devinder_sharma
@mikehudema

Top hashtags:
#biodiversity
#climatechange
#pandemicsreport
#nature
#pandemics
#covid19

Description:
Description
The graph represents a network of 6,694 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, 05 November 2020 at 01:36 UTC.

The requested start date was Thursday, 05 November 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 4-day, 17-hour, 16-minute period from Friday, 30 October 2020 at 15:41 UTC to Wednesday, 04 November 2020 at 08:58 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 : 6694
Unique Edges : 4237
Edges With Duplicates : 12779
Total Edges : 17016
Number of Edge Types : 5
Retweet : 5811
MentionsInRetweet : 7864
Mentions : 2009
Tweet : 1216
Replies to : 116
Self-Loops : 1369
Reciprocated Vertex Pair Ratio : 0.0202226766643945
Reciprocated Edge Ratio : 0.0396436525612472
Connected Components : 504
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 5334
Maximum Edges in a Connected Component : 14827
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.386726
Graph Density : 0.000200433266190421
Modularity : 0.475384
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,694 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, 05 November 2020 at 01:36 UTC.

The requested start date was Thursday, 05 November 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 4-day, 17-hour, 16-minute period from Friday, 30 October 2020 at 15:41 UTC to Wednesday, 04 November 2020 at 08:58 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:
[32] https://www.youtube.com/watch?v=O9WW7tjLr9E&feature=youtu.be

[31] https://www.weforum.org/agenda/2020/10/finland-forest-playgrounds-children-immune-systems?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=31/10/2020+03:00
[31] https://www.weforum.org/agenda/2020/10/finland-forest-playgrounds-children-immune-systems?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=02/11/2020+04:00
[30] https://ipbes.net/pandemics
[28] https://www.weforum.org/agenda/2020/10/australian-scientists-discovery-healthy-coral-reef?utm_source=twitter&utm_medium=social_scheduler&utm_term=Australia&utm_content=02/11/2020+15:30
[25] https://www.method41.com/blog/2020/10/sorry-david-attenborough/
[24] https://www.cumbriawildlifetrust.org.uk/news/beavers-finally-return-cumbria-after-400-year-absence
[24] https://music.apple.com/us/album/rules-of-engagement-and-rag-tag-rap-tag-single/1434361355
[17] https://tweetedtimes.com/v/1560?s=tnp
[16] https://www.weforum.org/agenda/2020/10/australian-scientists-discovery-healthy-coral-reef?utm_source=twitter&utm_medium=social_scheduler&utm_term=Australia&utm_content=04/11/2020+00:00

Top URLs in Tweet in G1:
[15] https://ipbes.net/pandemics
[2] https://www.theguardian.com/environment/2020/oct/29/protecting-nature-vital-pandemics-report-outbreaks-wild
[1] https://www.independent.co.uk/news/health/pandemics-climate-nature-biodiversity-crisis-meat-wildlife-land-b1403878.html
[1] https://ipbes.net/sites/default/files/2020-02/ipbes_global_assessment_report_summary_for_policymakers_en.pdf
[1] https://www.theguardian.com/environment/2020/oct/28/banks-lent-1-9tn-linked-to-ecosystem-and-wildlife-destruction-in-2019-report-aoe
[1] https://ipbes.net/Pandemics
[1] https://trello.com/b/on0z8KP0/ipbes-pandemicsreport
[1] https://www.gbif.org/news/j6dXMQP9an4EnREeTT3oi/new-task-group-to-enhance-gbif-enabled-research-on-species-linked-to-human-diseases
[1] https://www.un.org/africarenewal/news/%E2%80%9Cwe-must-transform-our-food-production-and-consumption-patterns%E2%80%9D
[1] https://www.reuters.com/article/us-health-coronavirus-biodiversity/protect-nature-or-face-deadlier-pandemics-than-covid-19-scientists-warn-idUSKBN27E2NK

Top URLs in Tweet in G2:
[6] https://www.ecowatch.com/banks-funding-mass-extinction-2648531757.html
[6] https://www.weforum.org/agenda/2020/10/finland-forest-playgrounds-children-immune-systems?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=31/10/2020+03:00
[6] https://www.downtoearth.org.in/news/forests/farms-cities-eat-up-148-million-hectares-of-biodiversity-hotspots-in-24-years-study-74033
[5] https://twitter.com/CarlosAlvQ/status/1322346561385488384
[5] https://www.euronews.com/2020/11/02/tackling-the-biodiversity-crisis-climate-change-data-highlight-priorities
[5] http://www.expert-ise.ch/expanding-scope-sustainable-investments
[4] https://news.globallandscapesforum.org/48043/biodiversitys-role-in-one-health-approach-has-been-minimal-until-now/
[4] https://www.foodnavigator.com/Article/2020/10/06/Food-businesses-back-biodiversity-as-key-to-COVID-recovery-We-must-reverse-nature-loss-before-we-reach-a-tipping-point
[4] https://www.weforum.org/agenda/2020/10/australian-scientists-discovery-healthy-coral-reef?utm_source=twitter&utm_medium=social_scheduler&utm_term=Australia&utm_content=02/11/2020+15:30
[3] https://twitter.com/stevepreddy/status/1322586871793418245

Top URLs in Tweet in G3:
[8] https://ipbes.net/pandemics
[5] https://www.citieswithnature.org/united-for-nature-on-world-cities-day/
[3] https://undp.zoom.us/webinar/register/WN_eCNmu_YASveswWFZiEs__w
[2] https://www.thescottishfarmer.co.uk/news/18814158.preserving-uk-soil-microbial-biodiversity-sustainable-agriculture/
[2] https://www.oxfordmail.co.uk/news/18821060.thame-biodiversity-habitat-near-greyhound-lane-retirement-flats/
[2] http://sdg.iisd.org/commentary/policy-briefs/papua-new-guinea-works-to-improve-management-of-protected-areas/
[2] https://www.theguardian.com/environment/2020/oct/29/protecting-nature-vital-pandemics-report-outbreaks-wild
[2] https://www.cbd.int/doc/press/2020/pr-2020-10-29-ipbes-en.pdf
[2] https://op.europa.eu/en/publication-detail/-/publication/6c7d9481-f359-4312-ab95-d87b68a23f02
[2] https://montrealgazette.com/opinion/opinion-let-us-reconcile-cities-with-nature/wcm/1935c024-5a4a-423a-bf64-0990e781ba84/

Top URLs in Tweet in G4:
[6] https://www.wri.org/news/2020/10/statement-covid-19-response-and-recovery-nature-based-solutions-people-planet-and
[3] https://www.euronews.com/2020/11/02/tackling-the-biodiversity-crisis-climate-change-data-highlight-priorities
[3] https://niche-eh.com/project/intelligent-land-management/
[3] https://jhr.pensoft.net/article/57887/
[3] https://www.linkedin.com/slink?code=dU3FhfA
[3] https://www.clickasnap.com/i/jlcff9xnpx01il71#.WqKEn8JWNZA.twitter
[3] https://www.marketsandmarkets.com/Market-Reports/fertility-testing-devices-market-139945432.html
[2] https://goo.gl/QeNcVU
[2] https://www.youtube.com/watch?v=km2WVkP_b44&feature=youtu.be

[2] https://ecologyseminars.substack.com/p/online-ecology-seminars-november?r=6j6vk&utm_campaign=post&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G5:
[2] http://www.forumforagriculture.com/regional-online/
[1] https://twitter.com/vonderleyen/status/1323323764499763203
[1] https://twitter.com/EP_President/status/1323329827986903043
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02991-1%3Futm_source%3DNature%2BBriefing%26utm_campaign%3D427b6f8c3c-briefing-dy-20201027%26utm_medium%3Demail%26utm_term%3D0_c9dfd39373-427b6f8c3c-42358907
[1] https://twitter.com/NABU_Biodiv/status/1322144534831259648
[1] https://twitter.com/blogsostenible/status/1323162582434414592
[1] https://www.youtube.com/watch?v=7IvNqT5aMTw&feature=youtu.be

[1] https://twitter.com/RainforestNORW/status/1285610408351608832?s=20
[1] https://www.regnskog.no/en/news/the-disease-of-deforestation
[1] https://twitter.com/BirdLifeEurope/status/1323179061540233216

Top URLs in Tweet in G6:
[6] http://www.focali.se/en/events/focali-annual-meeting-2020-2013contribute-to-an-exchange-on-forests-climate-and-livelihood-issues
[3] https://worldagroforestry.org/blog/2020/10/27/farmland-biodiversity-score-rwandas-report-convention-biological-diversity
[3] https://www.linkedin.com/slink?code=dhTfQpT
[2] https://www.international-climate-initiative.com/en/issues/biological-diversity
[2] https://twitter.com/unep/status/1322137624379904001
[2] https://twitter.com/wef/status/1322543850783612928
[1] http://www.fao.org/documents/card/en/c/ca9295en
[1] https://www.theguardian.com/environment/2020/oct/30/voeltzkow-chameleon-rediscovered-madagascar
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DI-hlP7GWz0Y&q=EgS4SO-bGOaqjf0FIhkA8aeDS8vRD1-lNHA935Jpr8Z8-tN9H6ywMgFy
[1] https://www.worldagroforestry.org/blog/2020/10/27/farmland-biodiversity-score-rwandas-report-convention-biological-diversity

Top URLs in Tweet in G7:
[8] https://twinybots.ch/
[4] https://bioengineer.org/a-new-mathematical-front-to-understand-species-coexistence/
[2] https://news.globallandscapesforum.org/48127/the-2020-glf-biodiversity-digital-conference-in-numbers/
[2] https://www.theguardian.com/environment/2020/oct/29/protecting-nature-vital-pandemics-report-outbreaks-wild
[2] https://www.fastcompany.com/90504789/these-drones-can-plant-40000-trees-in-a-month-by-2028-theyll-have-planted-1-billion
[2] https://twitter.com/CynthiaTheBrand/status/1323216440976166914
[2] https://www.weforum.org/agenda/2020/11/ugly-species-deserve-biodiversity-protections-too/
[2] https://www.weforum.org/agenda/2020/10/australian-scientists-discovery-healthy-coral-reef?utm_source=twitter&utm_medium=social_scheduler&utm_term=Australia&utm_content=02/11/2020+15:30
[2] https://www.weforum.org/agenda/2020/10/australian-scientists-discovery-healthy-coral-reef?utm_source=twitter&utm_medium=social_scheduler&utm_term=Australia&utm_content=02%2F11%2F2020+18%3A00
[1] https://www.fondationbiodiversite.fr/en/calls/appel-projets-frb-cesab-2020/

Top URLs in Tweet in G8:
[24] https://music.apple.com/us/album/rules-of-engagement-and-rag-tag-rap-tag-single/1434361355
[8] https://www.theguardian.com/environment/2020/oct/30/north-atlantic-right-whale-extinction-faster-than-believed
[6] https://www.euronews.com/2020/11/01/costa-rica-plans-to-offset-visitors-environmental-impact
[4] http://www.activist360.co/2020/11/02/african-desert-is-home-to-abundant-forest-growth/
[4] https://calcoastnews.com/2020/10/oceano-dunes-reopen-despite-lawsuit-filed-by-environmental-group/
[2] https://www.linkedin.com/slink?code=gUeWka4
[2] https://www.linkedin.com/slink?code=gWk23RY
[2] https://www.thetimes.co.uk/article/wood-eating-beetles-make-guitar-fanatics-gently-weep-h89fzl80c
[2] https://twitter.com/theappeal/status/1322327676078751744
[2] https://www.theguardian.com/environment/gallery/2020/oct/26/wall-of-the-wild-animals-on-the-us-mexico-border-in-pictures-aoe?CMP=share_btn_tw

Top URLs in Tweet in G9:
[4] https://www.linkedin.com/pulse/les-abeilles-ont-invente-la-ventilation-naturelle-il-y-trebaul-/
[1] https://www.theguardian.com/environment/2020/oct/29/protecting-nature-vital-pandemics-report-outbreaks-wild
[1] https://www.linkedin.com/showcase/beemouv
[1] https://www.ft.com/content/8900a099-229a-4b7f-892f-9587fdb04997?shareType=nongift
[1] https://www.iwt.ie/
[1] https://twitter.com/ECOWARRIORSS/status/1323413875975475200
[1] https://www.lemursportal.org/
[1] https://www.fapbm.org/

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/environment/2020/oct/29/we-dont-have-time-to-lose-plans-for-coral-ark-to-help-save-the-worlds-reefs
[1] https://ipbes.net/pandemics
[1] https://twitter.com/topiltzincm/status/1322250405909159941
[1] http://ow.ly/4mb650oZJUT
[1] https://twitter.com/CPICfinance/status/1322156092588261376
[1] https://cpb-us-e1.wpmucdn.com/blogs.cornell.edu/dist/0/9351/files/2020/09/FINANCING-NATURE_Full-Report_Final-Version_091520.pdf
[1] https://twitter.com/tonyjuniper/status/1322881223316918278
[1] https://www.marketwatch.com/story/trumps-labor-rule-discouraging-esg-investing-in-retirement-plans-is-finalized-over-swell-of-objections-11604089492?mod=mw_latestnews
[1] https://www.unep.org/news-and-stories/speech/reducing-food-loss-and-waste-climate-action-food-systems
[1] https://www.linkedin.com/pulse/few-takeaways-biodiversity-from-climate-finance-day-2020-soleille

Top Domains
Top Domains in Tweet in Entire Graph:
[442] twitter.com
[124] weforum.org
[106] clickasnap.com
[90] theguardian.com
[68] youtube.com
[55] co.uk
[50] linkedin.com
[33] ipbes.net
[33] pensoft.net
[31] org.uk

Top Domains in Tweet in G1:
[18] ipbes.net
[4] theguardian.com
[4] twitter.com
[1] co.uk
[1] trello.com
[1] gbif.org
[1] un.org
[1] reuters.com
[1] linkedin.com
[1] provenance.org

Top Domains in Tweet in G2:
[187] twitter.com
[23] theguardian.com
[15] co.uk
[14] weforum.org
[12] theconversation.com
[10] linkedin.com
[8] youtube.com
[8] org.in
[6] ecowatch.com
[6] thecorner.eu

Top Domains in Tweet in G3:
[16] twitter.com
[10] co.uk
[8] ipbes.net
[7] europa.eu
[5] google.com
[5] citieswithnature.org
[4] theguardian.com
[3] cbd.int
[3] zoom.us
[2] iisd.org

Top Domains in Tweet in G4:
[106] clickasnap.com
[9] pensoft.net
[8] twitter.com
[6] linkedin.com
[6] wri.org
[4] youtube.com
[4] substack.com
[3] euronews.com
[3] goo.gl
[3] niche-eh.com

Top Domains in Tweet in G5:
[7] twitter.com
[3] europa.eu
[2] stackpathcdn.com
[2] forumforagriculture.com
[1] nature.com
[1] youtube.com
[1] regnskog.no
[1] ramsar.org
[1] aljazeera.com
[1] eeb.org

Top Domains in Tweet in G6:
[15] twitter.com
[6] focali.se
[4] worldagroforestry.org
[4] linkedin.com
[3] cifor.org
[3] international-climate-initiative.com
[2] fao.org
[2] theguardian.com
[2] google.com
[2] co.uk

Top Domains in Tweet in G7:
[54] twitter.com
[11] theguardian.com
[10] instagram.com
[8] twinybots.ch
[6] youtube.com
[6] linkedin.com
[6] weforum.org
[4] co.uk
[4] bioengineer.org
[2] globallandscapesforum.org

Top Domains in Tweet in G8:
[24] apple.com
[19] twitter.com
[13] theguardian.com
[13] co.uk
[8] linkedin.com
[6] euronews.com
[4] activist360.co
[4] calcoastnews.com
[1] ssrn.com
[1] linktr.ee

Top Domains in Tweet in G9:
[5] linkedin.com
[1] theguardian.com
[1] ft.com
[1] iwt.ie
[1] twitter.com
[1] lemursportal.org
[1] fapbm.org

Top Domains in Tweet in G10:
[7] twitter.com
[2] linkedin.com
[2] derbyfoe.com
[1] theguardian.com
[1] ipbes.net
[1] ow.ly
[1] wpmucdn.com
[1] marketwatch.com
[1] unep.org
[1] undp.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5104] biodiversity
[1437] climatechange
[1412] pandemicsreport
[531] nature
[309] pandemics
[293] covid19
[281] conservation
[204] wildlife
[173] climate
[168] worldcitiesday



Top Hashtags in Tweet in G1:
[1124] biodiversity
[1065] pandemicsreport
[892] climatechange
[189] pandemics
[139] covid19
[32] climate
[32] pandemicrisk
[29] conservation
[27] consumption
[14] ecosystemservices

Top Hashtags in Tweet in G2:
[776] biodiversity
[63] climatechange
[49] nature
[26] covid19
[23] conservation
[19] climate
[16] wildlife
[14] environment
[13] climatecrisis
[11] trees

Top Hashtags in Tweet in G3:
[502] biodiversity
[224] pandemicsreport
[160] worldcitiesday
[128] climatechange
[56] nature
[52] citieswithnature
[45] pandemics
[28] nowreading
[27] pandemicrisk
[27] forests

Top Hashtags in Tweet in G4:
[327] biodiversity
[226] nature
[117] climatechange
[89] flora
[82] photography
[78] 500pxrtg
[66] conservation
[63] rt
[53] art
[51] innovation

Top Hashtags in Tweet in G5:
[61] biodiversity
[20] eugreendeal
[13] trade
[12] climatechange
[10] ruleoflaw
[10] bioeconomy
[9] livestock
[8] pandemicsreport
[8] agriculture
[8] forestry

Top Hashtags in Tweet in G6:
[163] biodiversity
[43] glfbiodiversity
[37] climate
[25] climateaction
[18] climatechange
[15] forest
[13] development
[12] pandemicsreport
[11] focali2020
[10] nature

Top Hashtags in Tweet in G7:
[241] biodiversity
[33] climatechange
[27] nature
[25] environment
[23] conservation
[19] covid19
[16] pandemics
[15] wildlife
[15] ecosystem
[15] sustainability

Top Hashtags in Tweet in G8:
[110] biodiversity
[64] motherearth
[64] rockstars
[64] stoptrashinit
[60] cleanupourroom
[57] climateemergency
[42] roesong
[32] wildlife
[27] climateaction
[24] urgentcare

Top Hashtags in Tweet in G9:
[30] biodiversity
[11] sdgs
[7] conservation
[5] bees
[5] garden
[5] lawn
[4] abeilles
[4] climatechange
[3] plasticfree
[3] wakashio

Top Hashtags in Tweet in G10:
[87] biodiversity
[38] ocean
[32] indigenouspeoples
[12] nature
[11] pandemicsreport
[8] climatechange
[7] cfd2020
[6] ipbes
[6] environment
[5] conservation

Top Words
Top Words in Tweet in Entire Graph:
[5094] #biodiversity
[2620] ipbes
[1450] loss
[1437] #climatechange
[1412] #pandemicsreport
[1396] human
[1157] shows
[1124] same
[1073] activities
[1023] making

Top Words in Tweet in G1:
[2105] ipbes
[1123] #biodiversity
[1065] #pandemicsreport
[1018] loss
[920] shows
[903] human
[896] same
[892] #climatechange
[890] activities
[881] driving

Top Words in Tweet in G2:
[772] #biodiversity
[92] biodiversity
[85] loss
[64] nature
[63] #climatechange
[60] more
[56] world
[52] great
[51] species
[49] #nature

Top Words in Tweet in G3:
[500] #biodiversity
[330] unbiodiversity
[281] ipbes
[224] #pandemicsreport
[206] human
[160] #worldcitiesday
[128] #climatechange
[127] shows
[121] spotlights
[108] loss

Top Words in Tweet in G4:
[325] #biodiversity
[231] #nature
[117] #climatechange
[110] views_
[105] contribute
[97] clickasnap_
[90] views
[89] #flora
[82] #photography
[82] funds

Top Words in Tweet in G5:
[61] #biodiversity
[20] #eugreendeal
[18] news_rapha
[18] ipbes
[17] more
[17] eu
[15] yes
[14] policy
[13] vonderleyen
[13] destroying

Top Words in Tweet in G6:
[163] #biodiversity
[67] icraf
[60] cifor
[48] globallf
[43] #glfbiodiversity
[38] food
[37] #climate
[37] loss
[37] without
[37] medicine

Top Words in Tweet in G7:
[241] #biodiversity
[33] #climatechange
[31] more
[27] #nature
[25] loss
[25] #environment
[23] #conservation
[20] world
[20] species
[19] #covid19

Top Words in Tweet in G8:
[109] #biodiversity
[64] #motherearth
[64] motel
[64] tho
[64] #rockstars
[64] gotta
[64] #stoptrashinit
[60] #cleanupourroom
[57] #climateemergency
[42] #roesong

Top Words in Tweet in G9:
[61] beemouv
[59] years
[56] greenpeace
[55] einstein
[55] 1920
[55] bee
[55] disappeared
[55] face
[55] man
[55] left

Top Words in Tweet in G10:
[87] #biodiversity
[73] world
[40] iucn
[38] #ocean
[37] areas
[37] biodiversity
[36] nearly
[36] two
[36] thirds
[36] lies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1389] ipbes,#pandemicsreport
[1335] #biodiversity,loss
[1099] same,human
[1065] #pandemicsreport,shows
[1060] human,activities
[1011] activities,driving
[1011] driving,#biodiversity
[1010] loss,#climatechange
[1005] shows,same
[983] #climatechange,making

Top Word Pairs in Tweet in G1:
[1063] ipbes,#pandemicsreport
[1017] #biodiversity,loss
[903] #pandemicsreport,shows
[895] same,human
[890] human,activities
[881] activities,driving
[881] driving,#biodiversity
[877] shows,same
[860] loss,#climatechange
[855] #climatechange,making

Top Word Pairs in Tweet in G2:
[49] #biodiversity,loss
[22] #climatechange,#biodiversity
[21] great,see
[20] biodiversity,loss
[16] climate,change
[16] marine,#biodiversity
[12] 148,million
[12] million,hectares
[12] see,#biodiversity
[12] #biodiversity,crisis

Top Word Pairs in Tweet in G3:
[218] ipbes,#pandemicsreport
[101] #biodiversity,loss
[99] #pandemicsreport,shows
[96] same,human
[84] loss,#climatechange
[80] spotlights,ipbes
[79] conserving,#biodiversity
[79] #biodiversity,preserve
[79] preserve,human
[79] human,lives

Top Word Pairs in Tweet in G4:
[75] getting,funds
[72] #500pxrtg,clickasnap_
[64] contribute,clicks
[63] clickasnap_,getting
[63] conservation,views
[63] clicks,#rt
[62] views,contribute
[59] funds,#biodiversity
[56] #flora,#nature
[52] #biodiversity,#flora

Top Word Pairs in Tweet in G5:
[13] #eugreendeal,yes
[13] yes,eu
[13] eu,destroying
[13] destroying,#biodiversity
[13] #biodiversity,abroad
[13] abroad,mostly
[13] mostly,eu's
[13] eu's,#trade
[13] #trade,policy
[12] news_rapha,#eugreendeal

Top Word Pairs in Tweet in G6:
[38] cifor,icraf
[37] food,medicine
[36] without,#biodiversity
[36] #biodiversity,food
[36] medicine,#glfbiodiversity
[36] #glfbiodiversity,croptrust
[36] croptrust,ifad
[36] ifad,cifor
[36] icraf,dieschbourgc
[35] globallf,without

Top Word Pairs in Tweet in G7:
[19] #biodiversity,loss
[14] research,shows
[14] threat,humanity
[13] #environment,#biodiversity
[13] worse,third
[13] third,world
[13] world,war
[13] war,tww
[13] tww,research
[13] shows,address

Top Word Pairs in Tweet in G8:
[64] #motherearth,motel
[64] motel,tho
[64] tho,#rockstars
[64] #rockstars,gotta
[64] gotta,#stoptrashinit
[60] #stoptrashinit,#cleanupourroom
[42] #cleanupourroom,#roesong
[26] 60minutes,#motherearth
[25] #climateaction,#biodiversity
[24] #roesong,#urgentcare

Top Word Pairs in Tweet in G9:
[55] einstein,1920
[55] 1920,bee
[55] bee,disappeared
[55] disappeared,face
[55] face,man
[55] man,years
[55] years,left
[55] left,live
[55] live,greenpeace
[54] beemouv,einstein

Top Word Pairs in Tweet in G10:
[36] nearly,two
[36] two,thirds
[36] thirds,world
[36] world,#ocean
[36] #ocean,lies
[36] lies,areas
[36] areas,beyond
[36] beyond,national
[36] national,jurisdiction
[36] jurisdiction,degradation

Top Replied-To
Top Replied-To in Entire Graph:
@60minutes
@vonderleyen
@environment
@bipasha_paul11
@defragovuk
@natbutterflies
@unep
@ipbes
@biodatacentre
@nzgreens

Top Replied-To in G1:
@ipbes
@ynqtenbolivia

Top Replied-To in G2:
@biodatacentre
@nzgreens
@kerstinaulrich
@dagmarlonien

Top Replied-To in G3:
@environment
@iclei
@greenpeaceca
@balelt41
@scottmorrisonmp

Top Replied-To in G4:
@vicetv
@cgiar
@attenboroughsir
@beinnature1

Top Replied-To in G5:
@vonderleyen
@ep_president
@saturnustea
@vanessafiji
@jmwhite2
@bloom_eu

Top Replied-To in G6:
@adaptxchange
@sianiagri
@danielngotho_

Top Replied-To in G8:
@60minutes
@natbutterflies
@benoquist
@centerforbiodiv
@andersoncooper
@nytclimate
@ramshacklefilms
@hazloe3
@gorissenn

Top Replied-To in G10:
@unep

Top Mentioned
Top Mentioned in Entire Graph:
@ipbes
@unbiodiversity
@wef
@clickasnap_
@citieswnature
@devinder_sharma
@mikehudema
@sarah_gibbens
@iclei
@natalieben

Top Mentioned in G1:
@ipbes
@greenpeaceeu
@unbiodiversity
@ibrahimthiaw
@eklipse_project
@popiolekk
@unkenya
@gretathunberg
@henrikmaatsch
@besnet_undp

Top Mentioned in G2:
@ipbes
@unbiodiversity
@trvst_biodiv
@ejfoundation
@nzlabour
@nzgreens
@cleancoasts
@soulbuffalo
@enviro_matters
@timjonesbooks

Top Mentioned in G3:
@unbiodiversity
@ipbes
@citieswnature
@iclei
@sarah_gibbens
@eu_env
@sdg2030
@mremae
@defis_eu
@parveenkaswan

Top Mentioned in G4:
@clickasnap_
@microstocka
@hymenopterajour
@wwf
@unbiodiversity
@cleanboss2
@ipbes
@ashrite2
@instinc26289171
@pensoft

Top Mentioned in G5:
@news_rapha
@europarl_en
@vonderleyen
@vsinkevicius
@ipbes
@arielbrunner
@rainforestnorw
@eucouncil
@russellmoxham
@bloom_eu

Top Mentioned in G6:
@icraf
@cifor
@globallf
@ifad
@croptrust
@dieschbourgc
@cl
@ipbes
@forestsmatter
@focali_se

Top Mentioned in G7:
@mandyrudenc
@bolzanbolzi
@kangaroocaught
@frbiodiv
@lalipa_nilubol
@nancymi87040610

Top Mentioned in G8:
@calililiindies
@60minutes
@activist360_co
@profstrachan
@ecowarriorss
@msfowlersays
@christinemilne
@ristori20
@mzjacobson
@charluv2011

Top Mentioned in G9:
@beemouv
@greenpeace
@marinegofficial
@philip_ciwf
@ft
@planamikebarry
@xrcamden
@kajembren
@mir

Top Mentioned in G10:
@iucn
@ungeneva
@unep
@unbiodiversity
@wwf
@terrycollinstc
@conservationorg
@unep_fi
@triodosuk
@andersen_inger

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@akpolyme
@robre62
@chidambara09
@angelamortimer2
@klm
@independent
@annemariayritys
@mhall55nine
@_redfrog

Top Tweeters in G1:
@independent
@_redfrog
@padakitty
@chilhon2016lap
@altai_armande
@scheerenberger
@reuters
@anselmonadir
@lorettabower3
@dalek_fan

Top Tweeters in G2:
@jornalistavitor
@hackneywick
@bbcnews
@xzpwedvhhh37i3c
@mirrou64
@endtheoligarch
@lunaperla
@forbes
@muhammadaalhel1
@oneindiakannada

Top Tweeters in G3:
@sueleugers
@adunlea
@troubleddays
@cultiv8hope
@dudeneyn
@telegraph
@wandainparis
@zulaqi
@benishii_
@togura04

Top Tweeters in G4:
@akpolyme
@mhall55nine
@nilimajumder
@arasaucedo24
@cberrl
@hasscho
@wwf
@stormhour
@jhainley1
@now_we_can

Top Tweeters in G5:
@klm
@mgt_coull26
@nuez_martha
@ajenglish
@duncanmacmartin
@ukmav
@fourchetchristi
@nicolasnicola22
@blogsostenible
@bron1954

Top Tweeters in G6:
@angelamortimer2
@annemariayritys
@trekonomicsbot
@dannywijnhoud
@pdjmoo
@eco1start
@team4nature
@infomorsels
@kaskadia
@gccthinkacttank

Top Tweeters in G7:
@vitalanon
@kangaroocaught
@47whitebuffalo
@naturebooks2
@nspugh
@1nterestingtech
@lucian2drei
@flyvenkat
@esgarchitect
@obsidianpublish

Top Tweeters in G8:
@baarahk
@manmet80
@lehimesa
@dancas2
@astwisa
@gallimaufrey777
@gracemurphy2
@blanketcrap
@charluv2011
@zentaoprincess

Top Tweeters in G9:
@47panagiotis
@shadowdogdesign
@drjimmystar
@datsyuklover
@lawlor224
@ewestaway
@1961et
@mehnar
@lebalzin
@ft

Top Tweeters in G10:
@mwhalan
@genghisgalahad2
@steph80335
@solhog
@dh_a_heller
@moisomedrano
@vladbering
@hijaukudotcom
@tijanishere
@smumairquadri


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