#deforestation, Twitter, 5/19/2022 5:30:32 PM, 276637


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#deforestation Twitter NodeXL SNA Map and Report for torstai, 19 toukokuuta 2022 at 16.56 UTC
#deforestation Twitter NodeXL SNA Map and Report for torstai, 19 toukokuuta 2022 at 16.56 UTC
From:
mihkal
Uploaded on:
May 19, 2022
Short Description:
#deforestation via NodeXL https://bit.ly/3wvaBJZ
@palmoildetect
@mikehudema
@sadhgurujv
@msesingapore
@earth_buddy_
@nparksbuzz
@rspotweets
@ukwondering
@iucnredlist
@frasierharry

Top hashtags:
#deforestation
#boycott4wildlife
#palmoil
#climatecrisis
#nature

Description:
Description
The graph represents a network of 3 594 Twitter users whose recent tweets contained "#deforestation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Thursday, 19 May 2022 at 17:23 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 18-minute period from Wednesday, 11 May 2022 at 12:19 UTC to Thursday, 19 May 2022 at 16:37 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3594
Unique Edges : 6706
Edges With Duplicates : 5879
Total Edges : 12585
Number of Edge Types : 5
Retweet : 3535
MentionsInRetweet : 6345
Mentions : 1637
Replies to : 478
Tweet : 590
Self-Loops : 653
Reciprocated Vertex Pair Ratio : 0,0151399491094148
Reciprocated Edge Ratio : 0,0298282992856248
Connected Components : 366
Single-Vertex Connected Components : 191
Maximum Vertices in a Connected Component : 2641
Maximum Edges in a Connected Component : 11108
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4,482406
Graph Density : 0,000617892857579839
Modularity : 0,529702
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3 594 Twitter users whose recent tweets contained "#deforestation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Thursday, 19 May 2022 at 17:23 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 18-minute period from Wednesday, 11 May 2022 at 12:19 UTC to Thursday, 19 May 2022 at 16:37 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : #deforestation
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[314] https://www.newstatesman.com/chart-of-the-day/2022/04/scotlands-forests-are-the-largest-they-have-been-for-900-years
[132] https://palmoildetectives.com/2021/07/24/marbled-cat-pardofelis-marmorata/
[66] https://palmoildetectives.com/2021/02/15/white-thighed-colobus-colobus-vellerosus/
[64] https://palmoildetectives.com/2021/02/09/brands-using-deforestation-palm-oil/
[60] https://palmoildetectives.com/2021/02/09/nestle/
[59] https://palmoildetectives.com/2021/06/26/bairds-tapir-tapirus-bairdii/
[59] https://twitter.com/PalmOilDetect/status/1441290486417739784?s=20
[54] https://objkt.com/asset/KT1MpcKweCUge3GnTR5SWPz23mjGf835cJzk/8
[52] https://palmoildetectives.com/2021/02/05/malay-tapir-tapirus-indicus/
[49] https://www.ecowatch.com/brazil-amazon-deforestation-record.html

Top URLs in Tweet in G1:
[128] https://palmoildetectives.com/2021/07/24/marbled-cat-pardofelis-marmorata/
[64] https://palmoildetectives.com/2021/02/15/white-thighed-colobus-colobus-vellerosus/
[63] https://palmoildetectives.com/2021/02/09/brands-using-deforestation-palm-oil/
[59] https://twitter.com/PalmOilDetect/status/1441290486417739784?s=20
[58] https://palmoildetectives.com/2021/02/09/nestle/
[55] https://palmoildetectives.com/2021/06/26/bairds-tapir-tapirus-bairdii/
[51] https://palmoildetectives.com/2021/02/05/malay-tapir-tapirus-indicus/
[44] https://palmoildetectives.com/2022/05/15/global-traders-cargill-wilmar-musim-mas-bunge-olam-source-palm-oil-soy-meat-in-a-way-thats-a-serious-deforestation-risk/
[44] https://palmoildetectives.com/2021/06/27/dusky-langur-trachypithecus-obscurus/
[41] https://palmoildetectives.com/2021/01/18/white-bellied-pangolin-phataginus-tricuspis/

Top URLs in Tweet in G2:
[13] https://www.independent.co.uk/life-style/health-and-families/veganism-environmental-impact-planet-reduced-plant-based-diet-humans-study-a8378631.html
[10] https://twitter.com/ChristopheCliv1/status/1516658300066086914
[6] https://www.newstatesman.com/chart-of-the-day/2022/04/scotlands-forests-are-the-largest-they-have-been-for-900-years
[6] https://twitter.com/Greenpeace/status/1526434852173512704
[5] https://www.theguardian.com/environment/2017/oct/05/vast-animal-feed-crops-meat-needs-destroying-planet
[4] https://palmoildetectives.com/2021/02/14/how-our-food-choices-cut-into-forests-and-put-us-closer-to-viruses/
[3] https://palmoildetectives.com/2021/06/26/bairds-tapir-tapirus-bairdii/
[3] https://act.mightyearth.org/page/95437/petition/1?locale=en-US&en_chan=tw&ea.tracking.id=tw_share&utm_medium=social&utm_source=twitter&utm_content=Tesco%20Evergreen%20AN%20MC&en_ref=239348013
[3] https://www.esa.int/ESA_Multimedia/Videos/2022/05/Space_Bites_Space_for_the_sustainable_development_goals_David_Taverner
[3] https://twitter.com/LifeHyperactive/status/1525438433618849792

Top URLs in Tweet in G3:
[301] https://www.newstatesman.com/chart-of-the-day/2022/04/scotlands-forests-are-the-largest-they-have-been-for-900-years
[42] https://www.ecowatch.com/brazil-amazon-deforestation-record.html
[6] https://twitter.com/WWFForestCarbon/status/1526551244583624706
[2] https://twitter.com/wwfforestcarbon/status/1526551244583624706
[2] https://palmoildetectives.com/2021/01/19/tapanuli-orangutan-pongo-tapanuliensis/
[2] https://www.sciencenews.org/article/meat-microbial-protein-climate-change-deforestation-fungi-algae
[1] https://secure.avaaz.org/campaign/en/usa_deforestation_loc/?wTvaNeb
[1] https://www.bbc.co.uk/news/science-environment-61300708
[1] https://www.ecowatch.com/coldplay-greenwashing.html
[1] https://palmoildetectives.com/2021/06/12/crested-capuchin-sapajus-robustus/

Top URLs in Tweet in G4:
[2] https://act.mightyearth.org/page/95437/petition/1?locale=en-US&en_chan=tw&ea.tracking.id=tw_share&utm_medium=social&utm_source=twitter&utm_content=Tesco%20Evergreen%20AN%20MC&en_ref=239021587
[2] https://www.newscientist.com/article/2319326-amazon-deforestation-in-april-was-the-worst-in-modern-records/
[2] https://greenexecutive.com/front-page/blog-categories/environment/regrowing-a-tropical-forest-is-it-better-to-plant-trees-or-leave-it-to-nature
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01238-5
[2] https://open.spotify.com/episode/1L9k4Cw6KGJx30Gv4cHStv?si=7GQrvcxJQ3mCr50J0FY-Bw&dl_branch=1
[2] https://act.mightyearth.org/page/105972/petition/1?locale=en-US&en_chan=tw&ea.tracking.id=tw_share&utm_medium=social&utm_source=twitter&utm_content=Sainsburys%20Evergreen%20AN%20MC&en_ref=233854326
[1] https://www.wsj.com/articles/soaring-demand-for-palm-oil-puts-rainforests-at-risk-again-11651861941
[1] https://www.theguardian.com/environment/2022/may/11/coldplay-labelled-useful-idiots-for-greenwashing-after-deal-with-oil-company?CMP=share_btn_tw
[1] https://www.theguardian.com/environment/2022/may/11/coldplay-labelled-useful-idiots-for-greenwashing-after-deal-with-oil-company?CMP=Share_AndroidApp_Other
[1] https://twitter.com/MotherJones/status/1524411529696878597

Top URLs in Tweet in G5:
[19] https://www.youtube.com/watch?v=Cggulbdf2rI&feature=youtu.be

[5] https://netzfrauen.org/2022/04/22/trees-6/
[4] https://www.nature.com/articles/d41586-022-01312-y
[3] https://www.tiktok.com/@donniellama70/video/7022487298176519429?is_from_webapp=1&sender_device=pc&web_id=7012460641681294854
[3] https://india.mongabay.com/2021/09/iron-ore-mining-in-chhattisgarh-drives-deforestation/
[2] https://derbyfoe.com/eroding-the-earth-how-039waste-to-energy039-incineration-destroys-soil/
[2] https://www.ecowatch.com/brazil-amazon-deforestation-record.html
[1] https://twitter.com/MontanaImgs/status/1524083931175301120
[1] https://palmoildetectives.com/2022/03/06/deforestation-can-raise-local-temperatures-by-up-to-4-5%e2%84%83-and-heat-untouched-areas-6km-away/
[1] https://www.tiktok.com/@donniellama70/video/7016001229209734405?is_from_webapp=1&sender_device=pc&web_id=7012460641681294854

Top URLs in Tweet in G6:
[9] https://www.greenbiz.com/article/what-happened-biodiversity-cop-and-why-it-matters-business
[7] https://us02web.zoom.us/webinar/register/5316504517426/WN_MjcUync6Ta2P-JI9CgeV8A
[5] https://www.theguardian.com/environment/2022/may/09/kenya-kipsigis-forest-back-to-life-aoe?CMP=share_btn_tw
[4] http://www.msn.com/en-xl/news/africa-top-stories/east-africa-drought-the-suffering-here-has-no-equal/ar-AAXfQwz?ocid=st
[4] https://wemeantoclean.blogspot.com/2020/03/native-tree-plantation-drive-at.html
[4] https://twitter.com/AbiluTangwa/status/1525729109393002496
[3] https://www.worldbank.org/en/events/2022/05/13/engaging-in-seascapes-and-landscapes-for-a-healthy-planet-healthy-people-healthy-economies-how-world-bank-partnership-pr?cid=SHR_SitesShareTT_EN_EXT
[3] https://insideclimatenews.org/news/11052022/aerosols-global-warming-tropical-storms/
[3] https://www.businessgreen.com/news/4049421/plant-buildings-report-details-green-walls-roofs-boost-urban-climate-resilience
[3] https://www.globalforestwatch.org/map/?utm_content=208095375&utm_medium=social&utm_source=twitter&hss_channel=tw-4784688625

Top URLs in Tweet in G7:
[4] https://eia-international.org/news/satellite-images-show-deforestation-for-palm-oil-plantations-has-resumed-in-west-papua/
[4] https://www.sciencedirect.com/science/article/pii/S009506962100036X
[4] https://www.youtube.com/watch?v=PwVx6CXDYHY&feature=youtu.be

[4] https://www.abc.net.au/radionational/programs/latenightlive/how-recycled-phones-are-saving-rainforests-and-their-inhabitants/13873712
[3] https://theworld.org/stories/2016-12-30/indonesia-s-rapidly-disappearing-forests-four-charts
[2] https://en.wikipedia.org/wiki/History_of_the_forest_in_Central_Europe#Völkerwanderung_and_the_Middle_Ages
[2] https://twitter.com/_GlobalCrisis_/status/1525523644079824897
[2] https://talcualdigital.com/podria-ser-por-politica-que-venezuela-nunca-se-ha-pronunciado-sobre-el-acuerdo-de-escazu/
[2] https://twitter.com/mongabay/status/1525126261248516096
[2] https://twitter.com/RainforestNORW/status/1524755759258558469

Top URLs in Tweet in G8:
[54] https://objkt.com/asset/KT1MpcKweCUge3GnTR5SWPz23mjGf835cJzk/8
[31] https://objkt.com/asset/KT1MpcKweCUge3GnTR5SWPz23mjGf835cJzk/2
[16] https://objkt.com/asset/KT1MpcKweCUge3GnTR5SWPz23mjGf835cJzk/7
[1] https://objkt.com/asset/KT1MpcKweCUge3GnTR5SWPz23mjGf835cJzk/12

Top URLs in Tweet in G9:
[12] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01312-y
[6] https://us.eia.org/report/20220518-poached-timber/
[6] https://www.worldwildlife.org/pages/letter-to-house-foreign-affairs-committee-on-conserving-global-forests
[5] https://www.zmescience.com/science/news-science/a-company-is-using-seed-firing-drones-to-plant-40000-trees-every-day-06052022/
[5] https://us.eia.org/press-releases/20220330-international-convention-cracks-down-on-worlds-largest-illicit-rosewood-trade-pr/
[5] https://www.euronews.com/green/2022/05/04/this-australian-start-up-wants-to-fight-deforestation-with-an-army-of-drones
[5] https://wwf.panda.org/discover/our_focus/food_practice/food_and_sustainable_land_use/
[4] https://www.timesunion.com/opinion/article/Viewpoint-New-York-can-make-its-food-purchasing-17082078.php
[3] https://twitter.com/wwf_act/status/1524758820039405569
[3] https://www.france24.com/en/live-news/20220503-brazil-responds-to-less-than-3-of-deforestation-alerts-study?ref=tw

Top URLs in Tweet in G10:
[2] https://br.pinterest.com/henriquebrito4/biodiversidade-em-defesa-do-clima/
[2] https://flipboard.com/@henriqueura/meio-ambiente-rdt67tocy
[2] https://mix.com/henrique3_ura/biodiversidade-em-defesa-do-clima_

Top Domains
Top Domains in Tweet in Entire Graph:
[1330] palmoildetectives.com
[345] twitter.com
[314] newstatesman.com
[142] avaaz.org
[102] objkt.com
[59] co.uk
[58] nature.com
[54] youtube.com
[52] ecowatch.com
[47] theguardian.com

Top Domains in Tweet in G1:
[1274] palmoildetectives.com
[147] twitter.com
[79] avaaz.org
[30] com.au
[25] mongabay.com
[24] org.uk
[20] theecologist.org
[19] barbara-navarro.com
[15] bostonreview.net
[15] onegreenplanet.org

Top Domains in Tweet in G2:
[45] twitter.com
[16] palmoildetectives.com
[13] co.uk
[6] newstatesman.com
[5] theguardian.com
[3] mightyearth.org
[3] esa.int
[3] ecowatch.com
[3] parlament.ch
[2] watchers.news

Top Domains in Tweet in G3:
[301] newstatesman.com
[43] ecowatch.com
[8] twitter.com
[3] palmoildetectives.com
[2] sciencenews.org
[1] avaaz.org
[1] co.uk
[1] com.au

Top Domains in Tweet in G4:
[23] twitter.com
[19] mightyearth.org
[18] avaaz.org
[7] nature.com
[6] theguardian.com
[4] newscientist.com
[4] youtube.com
[3] washingtonpost.com
[2] greenexecutive.com
[2] scubarob.love

Top Domains in Tweet in G5:
[19] youtube.com
[6] palmoildetectives.com
[5] netzfrauen.org
[4] tiktok.com
[4] mongabay.com
[4] nature.com
[2] derbyfoe.com
[2] ecowatch.com
[1] twitter.com
[1] bostonreview.net

Top Domains in Tweet in G6:
[11] greenbiz.com
[10] twitter.com
[7] zoom.us
[7] perfdrive.com
[5] accountability-framework.org
[5] theguardian.com
[4] fao.org
[4] msn.com
[4] blogspot.com
[3] worldbank.org

Top Domains in Tweet in G7:
[7] twitter.com
[6] palmoildetectives.com
[4] eia-international.org
[4] sciencedirect.com
[4] youtube.com
[4] net.au
[3] theworld.org
[2] avaaz.org
[2] wikipedia.org
[2] talcualdigital.com

Top Domains in Tweet in G8:
[102] objkt.com

Top Domains in Tweet in G9:
[12] nature.com
[11] eia.org
[6] worldwildlife.org
[5] zmescience.com
[5] twitter.com
[5] euronews.com
[5] panda.org
[4] timesunion.com
[3] france24.com
[2] dialogochino.net

Top Domains in Tweet in G10:
[2] pinterest.com
[2] flipboard.com
[2] mix.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4551] deforestation
[1455] boycott4wildlife
[1428] palmoil
[587] climatecrisis
[479] nature
[472] boycottpalmoil
[392] forests
[390] climate
[384] climatechange
[353] savesoil



Top Hashtags in Tweet in G1:
[1833] deforestation
[1385] boycott4wildlife
[1344] palmoil
[455] boycottpalmoil
[248] fightgreenwashing
[222] humanrights
[209] extinction
[179] hunting
[173] ecocide
[138] southamerica

Top Hashtags in Tweet in G2:
[493] deforestation
[337] savesoil
[280] savesoilatcop15
[269] gsbi
[269] earthday2022
[169] climatechange
[94] vegan
[83] climatecrisis
[57] environment
[37] globalwarming

Top Hashtags in Tweet in G3:
[392] deforestation
[321] climatecrisis
[308] nature
[305] actonclimate
[305] climate
[302] forests
[301] energy
[41] brazil
[9] acidification
[9] pollution

Top Hashtags in Tweet in G4:
[203] deforestation
[20] stopfeedingdeforestation
[20] climatechange
[19] savethejaguar
[17] environment
[12] amazon
[10] déforestation
[9] biodiversity
[9] climatecrisis
[9] forest

Top Hashtags in Tweet in G5:
[112] deforestation
[33] climatecrisis
[20] hasdeo
[20] mining
[20] coal
[19] climatejustice
[18] fridaysforfuture
[17] trees
[17] savethebees
[17] forests

Top Hashtags in Tweet in G6:
[152] deforestation
[58] climateaction
[34] climatecrisis
[32] biodiversity
[30] climate
[29] climatechange
[26] globalwarming
[25] airpollution
[20] savetheplanet
[18] nature

Top Hashtags in Tweet in G7:
[71] deforestation
[42] indigenous
[25] stopfakerenewables
[25] bloodsoy
[25] together4forests
[21] palmoil
[12] environmental
[12] rainforest
[12] habitat
[11] humanrights

Top Hashtags in Tweet in G8:
[103] nft
[103] deforestation
[90] tez
[31] artwork
[19] tezos
[4] xtz
[1] attwork
[1] commission

Top Hashtags in Tweet in G9:
[90] deforestation
[28] together4forests
[12] wildlife
[11] mali
[11] forestact
[9] amazon21
[8] forest
[6] timber
[6] africa
[6] trees

Top Hashtags in Tweet in G10:
[33] deforestation
[27] bigoil
[2] boicotem
[2] boycottpalmoil
[2] palmoil
[2] cocoa
[2] biodiversidade
[2] clima
[2] rainforest
[2] eu

Top Words
Top Words in Tweet in Entire Graph:
[5030] the
[4607] #deforestation
[3690] to
[2948] and
[2333] of
[1918] in
[1524] is
[1455] #boycott4wildlife
[1424] we
[1421] a

Top Words in Tweet in G1:
[1921] the
[1863] #deforestation
[1464] to
[1385] #boycott4wildlife
[1336] #palmoil
[1305] and
[1247] via
[1191] palmoildetect
[977] of
[837] is

Top Words in Tweet in G2:
[586] save
[551] we
[538] trees
[538] o
[522] the
[493] #deforestation
[464] to
[377] and
[337] #savesoil
[305] sadhgurujv

Top Words in Tweet in G3:
[728] the
[610] have
[394] #deforestation
[328] to
[322] #climatecrisis
[322] in
[322] them
[313] many
[310] are
[309] they

Top Words in Tweet in G4:
[220] the
[203] #deforestation
[193] to
[119] of
[86] in
[85] and
[54] for
[51] a
[45] deforestation
[41] is

Top Words in Tweet in G5:
[120] क
[113] #deforestation
[104] the
[85] to
[60] ल
[60] स
[60] ह
[60] ड
[59] of
[47] and

Top Words in Tweet in G6:
[165] #deforestation
[140] the
[121] to
[87] and
[75] amp
[74] is
[72] #climateaction
[67] in
[57] of
[45] university

Top Words in Tweet in G7:
[74] the
[72] #deforestation
[56] of
[52] you
[52] brazil
[50] soy
[48] and
[42] #indigenous
[39] is
[36] for

Top Words in Tweet in G8:
[237] 1
[196] a
[105] to
[104] down_at9
[103] #nft
[103] foundation
[103] against
[103] #deforestation
[102] sold
[102] fighting

Top Words in Tweet in G9:
[128] the
[91] #deforestation
[87] to
[60] stop
[53] from
[46] of
[40] and
[34] is
[33] s
[30] step

Top Words in Tweet in G10:
[62] by
[58] in
[46] 5
[44] amazon
[43] your
[40] s
[33] #deforestation
[33] the
[33] brand
[27] climate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1200] via,palmoildetect
[585] #boycott4wildlife,via
[439] to,the
[438] #palmoil,#deforestation
[419] the,#boycott4wildlife
[386] are,the
[367] of,the
[363] in,the
[360] the,largest
[357] join,the

Top Word Pairs in Tweet in G1:
[1151] via,palmoildetect
[561] #boycott4wildlife,via
[421] #palmoil,#deforestation
[400] the,#boycott4wildlife
[333] join,the
[256] is,a
[248] for,#palmoil
[245] #boycottpalmoil,#boycott4wildlife
[233] help,them
[225] by,#palmoil

Top Word Pairs in Tweet in G2:
[271] need,to
[271] #savesoil,#savesoilatcop15
[271] #savesoilatcop15,sadhgurujv
[270] save,soil
[269] trees,and
[269] and,green
[269] green,cover
[269] cover,land
[269] land,supply
[269] supply,the

Top Word Pairs in Tweet in G3:
[304] they,have
[303] #actonclimate,#climatecrisis
[303] #climatecrisis,#climate
[301] bam,thanks
[301] thanks,to
[301] to,the
[301] the,rewilding
[301] rewilding,movement
[301] movement,scotland
[301] scotland,s

Top Word Pairs in Tweet in G4:
[38] of,the
[38] the,jaguar
[23] to,stop
[21] to,save
[20] responsible,for
[20] deforestation,amp
[20] save,the
[19] have,links
[19] links,to
[19] to,companies

Top Word Pairs in Tweet in G5:
[20] छत,त
[20] त,सगढ
[20] सगढ,सरक
[20] सरक,र
[20] र,क
[20] क,परस
[20] परस,ब
[20] ब,ल
[20] ल,क
[20] क,म

Top Word Pairs in Tweet in G6:
[17] #deforestation,and
[16] #deforestation,amp
[16] #deforestation,free
[16] to,address
[15] #actonclimate,#climateaction
[15] #climateaction,#nature
[15] #nature,#deforestation
[15] #deforestation,#climatecrisis
[15] #climatecrisis,#savetheplanet
[15] #saveforest,#saveearth

Top Word Pairs in Tweet in G7:
[27] for,#deforestation
[27] #indigenous,peoples
[25] if,you
[25] you,buy
[25] buy,soy
[25] soy,from
[25] from,brazil
[25] brazil,you
[25] you,help
[25] help,pay

Top Word Pairs in Tweet in G8:
[103] against,#deforestation
[102] down_at9,1
[102] 1,1
[102] foundation,fighting
[102] fighting,against
[75] xtz,#tez
[72] every,#nft
[71] #tez,every
[71] #nft,sold
[71] sold,will

Top Word Pairs in Tweet in G9:
[29] across,the
[28] scientists,and
[28] and,experts
[28] experts,from
[28] from,across
[28] the,step
[28] step,up
[28] up,to
[28] to,answer
[28] answer,the

Top Word Pairs in Tweet in G10:
[27] in,public
[27] brand,equity
[27] yes,item
[25] 5,25
[24] #bigoil,coal
[23] public,while
[23] while,investing
[23] coal,and
[23] and,#deforestation
[23] s,brand

Top Replied-To
Top Replied-To in Entire Graph:
@nestle
@lorealgroupe
@kelloggcompany
@palmoildetect
@vanessafiji
@emilystellaemi2
@mariansaines
@leomantvictoria
@richard_norfolk
@earthhour

Top Replied-To in G1:
@nestle
@lorealgroupe
@kelloggcompany
@palmoildetect
@mariansaines
@emilystellaemi2
@leomantvictoria
@richard_norfolk
@earthhour
@hersheys

Top Replied-To in G2:
@christophecliv1
@napantaofficial
@narendramodi
@kelloggcompany
@thuadaifarms
@nestle
@lorealgroupe
@meldawson6

Top Replied-To in G5:
@profstrachan
@antonioguterres
@aloksharma_rdg
@beeasmarine
@clarkg2022
@greenpeace
@ciel_tweets
@mikehudema
@donjefferis214
@wedonthavetime

Top Replied-To in G7:
@vanessafiji
@ben_hr
@drbirute
@nestle

Top Replied-To in G8:
@art_borzyankin
@degennasrtd
@nft_shilltime
@richalphacash
@obchakevich_
@budiharja
@wisewomannft
@social__king
@nft_grindingg
@ccryptofinancee

Top Replied-To in G10:
@brasil247
@deranzeiger
@leodicaprio
@potus

Top Mentioned
Top Mentioned in Entire Graph:
@palmoildetect
@rspotweets
@sadhgurujv
@earth_buddy_
@msesingapore
@nparksbuzz
@iucnredlist
@down_at9
@eia_news
@nzz

Top Mentioned in G1:
@palmoildetect
@rspotweets
@iucnredlist
@eia_news
@nzz
@global_witness
@greenpeaceuk
@cussonspro
@danone
@unilever

Top Mentioned in G2:
@sadhgurujv
@earth_buddy_
@msesingapore
@nparksbuzz
@krithikaisha
@dubeyriya2322
@thuadaifarms
@rajniyogadelhi
@akasavesoil
@sharmilekshu

Top Mentioned in G3:
@palmoildetect
@ecowatch
@sadhgurujv
@earth_buddy_
@msesingapore
@nparksbuzz

Top Mentioned in G4:
@journalibrahim

Top Mentioned in G5:
@thealokputul
@alokshuklacg
@extinctionr
@vanessa_vash
@wedonthavetime
@parents4future
@palmoildetect
@ecowarriorss
@christinemilne

Top Mentioned in G6:
@climateuniv
@greenbiz
@acctframework
@bfncoalition
@iopenvironment
@cdp
@innovaforum
@bnpparibas
@rnfrstalliance
@a4appalachia

Top Mentioned in G7:
@bron1954
@debbie_spirit
@drbirute
@rainforestnorw
@russellmoxham
@coolrunning2009
@aussieneets
@blueseas111

Top Mentioned in G8:
@down_at9
@objktcom
@afra_hadi_nft
@cybotz_nft

Top Mentioned in G9:
@airseedtech
@eiaenvironment
@unccd
@houseforeign
@euronewsgreen
@ibrahimthiaw
@france24
@dialogochinoen
@landlifecompany

Top Mentioned in G10:
@amazon
@intlcrimcourt
@comcast
@lucianohuck
@lulaoficial
@jose_simao
@aecioneves
@jairbolsonaro
@cirogomes
@gleisi

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@victormanuelje1
@mistersalesman
@akpolyme
@railwayseva
@telesurtv
@_redfrog
@yarosisnancy
@jfsebastian146
@nsaidian

Top Tweeters in G1:
@tesco
@victormanuelje1
@yarosisnancy
@dev_discourse
@awkward_1110
@christinejameis
@_pehicc
@johnapp63499667
@markplackett1
@emilystellaemi2

Top Tweeters in G2:
@tartancobweb
@brendahazelhur1
@antarianrani
@morpheusbeing
@dawnroseturner
@jocelyneouang
@jane__eden
@newstart43
@chrisatchs
@45albannach

Top Tweeters in G3:
@sallyrmelb
@angelmabel19761
@nigeblue
@jypseywheel
@andy_christophi
@projektxpand
@chrismaslanka
@shivatandavama
@steltenpower
@generaldeekay

Top Tweeters in G4:
@dhackett4150
@bsindia
@parvez1
@blue21sky
@sinnaluvva
@jeaniebt57
@sol_danmeri
@mo_americanoid
@lechti_cowboy
@shige327

Top Tweeters in G5:
@jfsebastian146
@lehimesa
@dancas2
@jjj5819
@altai_armande
@scheerenberger
@gracemurphy2
@celtic__rain13
@blanketcrap
@rosiem1919

Top Tweeters in G6:
@eco1start
@nbcnews
@luluonti
@hotleadenema
@johnsam57668631
@ecology_tweets
@cleanairlondon
@pruwawn
@ericjohnstiff
@madlove_love

Top Tweeters in G7:
@guardian
@laura78703
@joshollegien
@abcnews
@duncanmacmartin
@dwnews
@ajenglish
@bron1954
@heidibearkaye1
@nicolasnicola22

Top Tweeters in G8:
@nftmansa
@bottezos
@_nftcollectors
@ccryptofinancee
@arte_indigo
@nftbuzz
@rebllon
@dorotheenft
@budiharja
@wolfofballmeat

Top Tweeters in G9:
@_redfrog
@iflck
@france24
@jav_riv
@johnreichardwes
@caffenefiend
@leylayasar14
@chaplinscourage
@abrunelll
@ariafrescaaaaaa

Top Tweeters in G10:
@telesurtv
@uol
@ecolitical
@brasil247
@tvglobo
@ptbrasil
@ura_henrique
@rogeriocorreia_
@psdboficial
@comcast