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tweets_deforestation_all_withoutRTorduplicate

This is a BERTopic model. BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.

Usage

To use this model, please install BERTopic:

pip install -U bertopic

You can use the model as follows:

from bertopic import BERTopic
topic_model = BERTopic.load("thiagoquilice/tweets_deforestation_all_withoutRTorduplicate")

topic_model.get_topic_info()

Topic overview

  • Number of topics: 733
  • Number of training documents: 361202
Click here for an overview of all topics.
Topic ID Topic Keywords Topic Frequency Label
-1 do - que - os - no - de 50 Deforestation in Brazil
0 peti - assine - impedir - explora - via 155764 Preventing Deforestation in the Amazon
1 soja - planta - plantar - macron - depender 45853 Impact of soy plantations on the Amazon rainforest
2 aqui - isso - mat - essa - quem 8183 Political commentary
3 - - - - 7767 "Technology trends and innovations"
4 brasil - brasileiro - brasileiros - mundo - povo 6290 Deforestation in Brazil
5 governo - governos - atual - anteriores - pt 3932 Environmental policies and their impact on the Amazon rainforest
6 petition - sign - the - impedir - explora 3820 Stop Deforestation in the Amazon
7 ajudar - ajudem - custa - vamos - vamo 3708 Stop Deforestation
8 ele - presidente - dele - cara - esse 2147 Controversial presidential actions and statements on environmental issues
9 falar - vamos - carne - sobre - na 2098 Deforestation and meat consumption in the Amazon
10 noruega - alemanha - fundo - projetos - suspender 1960 Norway and Germany's funding cuts for Amazon projects
11 assinem - assinar - assinado - assina - abaixo 1718 Stop Amazon Deforestation
12 petition - sign - the - impedir - explora 1653 Stop Deforestation in the Amazon
13 zero - serra - governador - greenpeace - poss 1438 Zero deforestation campaign in the Amazon
14 alertas - alerta - batem - crescem - deter 1430 Deforestation alerts in Brazil increase in April, showing data from INPE.
15 diminuiu - diminui - cai - caiu - ritmo 1360 Deforestation rate in the Amazon decreases
16 carne - comer - consumo - pecu - veganos 1328 Impact of meat consumption on Amazonian deforestation
17 investidores - bancos - empresas - trilh - banco 1315 MPF processa bancos por financiamento do desmatamento na Amaz么nia
18 moratorium - soy - moratoria - extended - amazon 1309 Soy moratorium in Brazil
19 militares - armadas - militar - opera - for 1233 Combating deforestation in the Amazon with military forces
20 bioma - cerrado - conacer - agropecu - agroneg 1225 Deforestation in the Cerrado biome
21 tamanho - leia - sp - quase - legal 1220 Deforestation in the Amazon
22 manifesta - protesto - contra - protestar - protestos 1169 Protest against deforestation in the Amazon
23 lite - sat - monitorar - monitoramento - lan 1059 Monitoring deforestation in Brazil using satellite technology
24 petici - firma - la - impedir - explora 1040 Save the Amazon Rainforest
25 ganha - realidade - prote - dt - florestas 973 Deforestation alerts in Brazil
26 uhul - walmart - anunciou - comprar - carne 966 Walmart's announcement on not purchasing meat from Amazon rainforest deforestation
27 fogo - queimadas - fuma - chamas - queimada 950 Deforestation in the Amazon
28 uhul - walmart - anunciou - comprar - carne 881 Walmart's announcement on not purchasing meat from Amazon rainforest deforestation
29 gerando - hora - hectares - era - bolsonaro 861 Deforestation under Bolsonaro administration
30 acesse - sabia - hey - saiba - dt 860 Deforestation in the Amazon
31 destruction - billions - funds - fires - with 792 Deforestation in Brazil
32 best - partners - hesitate - raze - loot 758 Deforestation and land exploitation
33 deixe - continue - absurdo - voltou - crescer 727 Deforestation in the Amazon
34 chuva - chuvas - falta - sudeste - encurrala 676 Impact of deforestation on regional climate
35 simples - jeito - entenda - um - via 657 Understanding Deforestation in Simple Terms
36 perdeu - perde - km - metros - quadrados 648 Deforestation in the Amazon
37 diretor - galv - exonerado - demitido - ricardo 609 "Controversy surrounds Brazilian Institute of Space Research (INPE) director's dismissal over Amazon deforestation data"
38 menor - taxa - desde - segunda - registrada 587 Deforestation rates in Brazil
39 hypocrisy - talk - put - funding - did 563 Corporate hypocrisy in zero deforestation policies
40 ela - marido - dela - mulher - fez 561 Woman's husband involved in Amazon deforestation
41 triste - chorar - tristeza - eu - me 541 Deforestation in the Amazon rainforest
42 scandal - bragging - disappearance - while - massive 533 Environmental Scandals - BNP and Deforestation
43 trav - petici - firma - la - impedir 517 Preventing deforestation in the Amazon
44 pandemia - pandemias - xima - novas - epidemias 516 Pandemic and deforestation in the Amazon
45 petition - sign - help - save - please 501 Protect the Amazon Rainforest
46 entrevista - sobre - falar - professor - acha 501 Interview on Deforestation in the Amazon
47 aquecimento - global - clim - clima - mudan 497 Impact of deforestation on climate change
48 petici - firma - la - firm - impedir 486 Preventing deforestation in the Amazon
49 reduzir - incra - alternativa - ajudado - stop 476 Reducing deforestation in the Amazon
50 senado - vice - hamilton - senadores - senador 472 Brazilian Senate to debate deforestation and increased burnings in the Amazon
51 prestes - limite - atingir - irrevers - vel 470 Deforestation in the Amazon nearing irreversible limit
52 ministro - ambiente - meio - salles - ministros 468 Controversial Brazilian government officials and environmental policies
53 papel - trouxa - tanto - eu - minha 466 Deforestation due to paper production
54 quil - quadrados - metros - km - mil 465 Deforestation in the Amazon
55 carbono - emiss - xido - emite - atmosfera 463 Carbon Emissions in the Amazon Rainforest
56 ano - cresce - aumentou - passado - cresceu 457 Deforestation in the Amazon
57 impedir - explora - via - da - nia 453 Preventing deforestation in the Amazon
58 tamanho - leia - sp - quase - legal 450 Deforestation in the Amazon
59 tic - tac - recontar - ativistape - covid 418 Deforestation in the Amazon: Uncovering Lost Civilizations
60 comemorar - dia - comemora - comemorado - celebrar 417 Celebrating the Amazon Rainforest (Despite the Current Situation)
61 existe - sei - agora - entidades - eu 407 Existence of deforestation in the Amazon
62 tition - signez - la - impedir - explora 388 Preventing deforestation in the Amazon
63 partners - best - raze - hesitate - loot 385 Deforestation and exploitation of indigenous lands
64 bate - recorde - seguido - bateu - consecutivo 377 Deforestation in the Amazon sets new records
65 janeiro - aumenta - mais - em - na 375 Deforestation in the Amazon increases in January
66 veganos - comer - vegano - vegetarianos - vegetariano 368 Impact of veganism on the Amazon rainforest
67 boicote - supermercados - produtos - boicotar - alem 364 Boycott of German supermarkets due to Amazon deforestation
68 cumpadi - mariano - treasure - not - yuri 359 Deforestation and its consequences
69 agosto - cai - caiu - deste - diminuiu 356 Deforestation in the Amazon in August
70 dilma - corta - verba - rousseff - presidenta 354 Dilma Rousseff's presidency and environmental policies
71 corta - verba - dilma - contra - medi 345 Dilma Rousseff's policies on deforestation in the Amazon
72 ambiente - meio - ambiental - ambientalismo - ambientais 345 Environmentalism and Sustainability
73 dados - novos - saem - divulga - info 337 Deforestation in the Amazon
74 maio - aumenta - dobra - aumentou - cresce 334 Deforestation in May
75 pior - cinco - worst - ndice - rie 332 Deforestation in the Amazon
76 abril - maior - ltimos - favorecer - anos 331 Deforestation in Amazon in April reaches record high
77 firm - petici - la - impedir - explora 331 Preventing deforestation in the Amazon
78 gado - cria - pasto - ranching - cattle 326 Cattle ranching and deforestation in the Amazon
79 pf - deflagra - opera - df - exija 326 Environmental regulations and enforcement in Brazil
80 estradas - rodovia - rodovias - estrada - asfaltamento 323 Impact of roads on deforestation in the Amazon
81 blog - boletim - sad - imazonsad - post 322 Deforestation in the Amazon
82 setembro - sobe - aumentou - cresce - subiu 322 Deforestation in Amazon increases in September
83 desmatamentozero - voltou - crescer - dt - meses 318 Deforestation in the Amazon
84 mercosul - acordo - europeia - ue - uni 316 Mercosul-UE agreement at risk due to deforestation in the Amazon
85 aumentou - aumento - ano - desde - passado 315 Deforestation increases
86 fevereiro - fo - jornaloglobo - cresce - detecta 311 Deforestation in Amazon legal in February
87 graba - saliendo - quemada - camiones - una 309 Deforestation in the Amazon
88 estuda - sico - desmonte - levar - irrevers 309 Deforestation under Bolsonaro's government
89 acabar - parar - tarefa - precisamos - luta 307 Combating Deforestation in the Amazon
90 outubro - aumenta - aumentou - aponta - sobe 303 Deforestation in Amazon increases in October
91 aumentou - aumento - incontest - voltadas - inverte 298 Deforestation in the Amazon
92 peti - assine - impedir - explora - da 295 Preventing Deforestation in the Amazon
93 cresceu - cresce - final - luizdomingosdeluna - rela 294 Deforestation in the Amazon
94 junho - aumenta - aumentou - cresce - subir 293 Deforestation in Brazil
95 genas - ind - demarca - terras - gena 292 Indigenous land demarcation and deforestation in the Amazon
96 abril - ltimos - maior - dos - foi 290 Deforestation in the Amazon in April
97 setembro - cai - segundo - caiu - inpe 290 Deforestation in September
98 opera - todas - suspende - pantanal - minist 290 Environmental policy suspensions
99 multas - aplicou - somam - milh - aplica 287 Deforestation and environmental fines in Brazil
100 marina - ministra - silva - ela - era 287 Marina Silva's tenure as Minister of the Environment
101 petizione - firma - la - impedir - explora 286 Protecting the Amazon Rainforest
102 atingido - futebol - campos - atinge - estado 286 Deforestation in the Amazon reaches an area of 100 football fields
103 desmatou - mt - grosso - mato - estado 284 Deforestation in Mato Grosso, Brazil
104 mico - econ - valor - micos - desenvolvimento 282 Economic value of deforestation in the Amazon
105 sexta - acre - divulgados - prodes - ltima 280 Deforestation rates in the Amazon revealed
106 google - ferramenta - ajudar - combater - mostrado 279 Google tools to combat deforestation in the Amazon
107 papa - francisco - igreja - nodo - manifestou 277 Pope Francis and Amazon Rainforest Conservation
108 simples - jeito - entenda - youtube - video 276 Understanding Deforestation in Simple Terms
109 corriam - saudades - puro - estrelas - mpido 275 Loss of natural beauty and environmental degradation under Bolsonaro's presidency
110 mar - abril - atinge - entre - km 272 Deforestation in the Amazon
111 acabei - juntos - mp - corrup - dizer 272 Ending corruption and deforestation in the Amazon
112 principal - irrevers - causa - pecu - fator 268 Causes of Deforestation in the Amazon
113 marca - chega - hist - ria - maior 266 Deforestation in the Amazon reaches record high
114 profund - imperdo - devastador - intenso - sofrendo 260 Deforestation in the Amazon
115 coronav - rus - pandemia - ximo - corona 260 Impact of COVID-19 on Amazonian deforestation
116 vacina - vacinas - covid - cloroquina - mortos 258 "Vaccine controversy in Brazil"
117 julho - rela - cresce - mesmo - ao 254 Deforestation in the Amazon in July increases
118 aves - extin - harpia - filhotes - ave 249 Deforestation threatens Amazonian bird species
119 detecta - registra - estima - km - inpe 244 Deforestation monitoring in Brazil
120 gay - homofobia - lgbt - gays - racismo 242 LGBTQ+ rights and homophobia in Brazil
121 impedir - explora - via - da - nia 242 Preventing deforestation in the Amazon
122 plano - preven - ppcerrado - controle - pretende 241 Plan for preventing and controlling deforestation in the Cerrado
123 assinar - assinado - assinem - assinaturas - abaixo 240 Protecting the Amazon rainforest through signatures
124 legal - aumento - apontam - aumentou - revelam 239 Deforestation in Brazil's Amazon region
125 vetar - ligados - importa - produtos - fran 238 Deforestation of the Amazon and related products
126 traders - companies - soy - region - to 236 Food companies urge traders to avoid deforestation-linked soy
127 europa - europeus - totalidade - devastou - preocupada 235 European colonization and its impact on the Amazon rainforest
128 previa - apoiou - milhares - protegidas - cies 234 Macron's support for Amazon deforestation project
129 desmatamentozero - voltou - crescer - dt - meses 233 Deforestation in the Amazon
130 tweet - twitter - retweeted - hashtag - instagram 233 Deforestation in the Amazon
131 year - last - increased - compared - period 233 Deforestation in the Amazon
132 fund - destruction - billions - fires - with 231 Deforestation in Brazil
133 anual - taxa - cai - cerrado - ritmo 230 Deforestation rates in the Cerrado region
134 colours - follow - projeta - rostos - artista 230 Artist's project featuring indigenous faces on tree trunks in the Amazon rainforest
135 dispara - setembro - agosto - em - na 227 Deforestation in the Amazon
136 varia - km - pio - destaque - representando 221 Deforestation in Brazilian states
137 ranking - lidera - par - estado - grosso 220 Deforestation rankings in the Amazon states
138 prayforamazonia - peti - assine - impedir - explora 217 Protecting the Amazon Rainforest
139 fires - fire - amazon - burning - amazonia 215 Deforestation in the Amazon through fires
140 dezembro - dev - disparou - cresce - rela 214 Deforestation in the Amazon in December
141 amazonia - sosamazonia - nfts - aroma - cryptoart 213 Deforestation and CryptoArt in Amazonia
142 sobem - seis - alertas - meses - legal 209 Deforestation alerts in Brazilian Amazon increase in six months
143 estadoimagens - cai - legal - ano - ag 207 Deforestation in the Amazon
144 organizado - crime - raquel - dodge - respons 206 Organized Crime and Deforestation in the Amazon
145 sights - sets - danger - palm - oil 206 Amazon rainforest under threat from palm oil expansion in Brazil
146 aumenta - ano - um - em - apenas 205 Deforestation in the Amazon increases in one year
147 fake - news - fakenews - falsa - mentiras 205 Fake News in the Amazon
148 peixes - riachos - encolhe - esquenta - pesca 200 Impact of deforestation on fish size in Amazon rivers
149 cidade - desmatada - cresce - segundo - setemb 195 Deforestation in the Amazon grows in a year
150 partner - bnpparibas - number - burning - world 194 Deforestation partnership with BNPP
151 imagens - fotos - foto - fotogr - mostram 190 Deforestation in the Amazon Rainforest
152 please - sign - petition - this - help 190 Signature campaign for Amazon rainforest conservation
153 fundo - projetos - reembols - doa - captar 188 Fundraising for Sustainable Forest Conservation
154 leonardo - dicaprio - denuncia - avan - nchen 187 Leonardo DiCaprio speaks out against Amazon deforestation
155 desmascara - petista - ticos - imprensa - deo 187 Desmantling of Amazonian deforestation exposed by former Petista government minister
156 tamanho - leia - sp - quase - legal 187 Deforestation in the Amazon
157 biden - joe - san - micas - eleito 186 Joe Biden speaks out against deforestation in the Amazon
158 julho - passado - cresce - rela - cresceu 185 Deforestation in the Amazon grows in July compared to previous years
159 horizonte - belo - duas - equivalente - perdeu 184 Deforestation in June in Amazonia
160 volta - crescer - subir - voltou - envia 181 Deforestation in the Amazon
161 argentina - comprova - afeta - chuvas - estudo 181 Deforestation in Argentina affects rainfall
162 aumenta - na - taubate - transmaz - durant 179 Deforestation in the Amazon region
163 acabei - juntos - mp - corrup - dizer 179 Save the Amazon
164 faster - burns - another - destroyed - part 176 Amazon rainforest destruction
165 ue - exporta - uni - science - exportadas 176 Illegal Deforestation and Exports of Beef and Soy from Brazil
166 divulga - desmate - alta - agora - governo 175 Government announces high desertion rate in Amazon
167 przez - lewat - tandatangani - petisi - petizione 173 Petition to protect the Amazon rainforest
168 feita - aponta - quadrados - junho - minist 173 Deforestation in the Amazon
169 puta - vc - pariu - merda - filho 172 Deforestation in the Amazon and hypocrisy
170 polui - rica - sul - am - ses 171 Deforestation in the Amazon region increases pollution in southern Brazil
171 gases - estufa - emiss - efeito - emissor 170 Deforestation and greenhouse gas emissions in Brazil
172 seguido - consecutivo - cresce - segundo - operacaobetalab 170 Deforestation in the Amazon grows for the second year in a row
173 boletim - setembro - alta - aumenta - imazon 168 Deforestation in the Amazon
174 found - massive - brazil - discovered - region 168 Deforestation in Brazil's Cerrado region
175 desafiam - madeireiros - ilegais - combate - bbcembora 166 Illegal logging in the Amazon
176 petizione - firma - la - impedir - explora 165 Preventing Deforestation in the Amazon
177 chicken - fed - linked - soya - fast 164 Deforestation and Chicken Supply
178 alertas - ag - afetada - coloca - crescem 163 Deforestation alerts in Brazil
179 ritmo - anuncia - lees - reutersmaranh - esfriassem 162 Deforestation and its impact on global warming
180 ciclo - entrar - seca - mortal - pode 161 Ciclo de desmatamento e seca na Amaz么nia
181 novembro - aumenta - mensal - quebra - compara 160 Deforestation in Brazil's Amazon region increases in November
182 ouro - minera - mining - gold - causado 160 Illegal gold mining causes deforestation in the Amazon
183 chuvas - distantes - afeta - continente - sudeste 159 Impact of deforestation on rainfall in distant regions
184 endossar - depender - fran - presidente - diz 159 Brazilian President's Stance on Soy Dependence and Deforestation
185 registrada - taxa - menor - info - fb 158 Deforestation rates in the Amazon
186 futebol - campos - equivalente - minuto - mil 157 Deforestation in the Amazon equivalent to over 100 football fields in May
187 co - emiss - este - cai - ano 157 Deforestation in the Amazon
188 balan - confirmam - oficiais - generative - sistema 157 Blockchain-based art platform
189 privada - empresa - contratar - monitorar - edital 157 Government to contract private company for Amazon deforestation monitoring
190 meses - cai - rbr - em - poupados 157 Deforestation in the Amazon
191 aumenta - aumentou - brasil - brasileira - ano 156 Deforestation in Brazil's Amazon region increases in one year
192 dinheiro - fundo - financia - financiar - financiam 155 Financing efforts to combat Amazon deforestation
193 americana - universidade - dobro - registrado - seria 155 Deforestation in the Amazon doubled according to university study
194 escravo - trabalho - mpt - bomba - chefe 154 "Escravid茫o e explora莽茫o na Amaz么nia"
195 menor - ndice - registra - taxa - tem 154 Legal indices of deforestation in Brazil
196 desmentem - autores - citado - temer - onu 153 Desmentem sobre queda na Amaz么nia
197 indireto - impulsionam - tricas - hidrel - bbcfloresta 153 Indirect Impacts of Hydroelectric Power Plants on the Amazon Rainforest
198 stopamazonextraction - indigenouspeoplematter - amazoniasinextraccion - indigenouslivesmatter - justicefortheamazon 152 Protecting Indigenous Rights in the Amazon
199 quina - move - multim - retorna - linha 152 Agricultural machinery in the Amazon rainforest
200 perde - hora - hectares - avan - recorrente 152 Deforestation in the Amazon
201 schwarzman - steve - donald - apoiador - impulsiona 151 Steve Schwarzman's support for Donald Trump's policies
202 julho - detectou - derrubadas - menor - re 151 Deforestation in the Amazon in July
203 iluminattis - congelada - observar - geleiras - fossem 151 Global Warming Hoax: The Truth Behind Deforestation
204 tecnologias - tecnologia - ajudam - vigil - combatem 150 Technologies for forest monitoring and conservation in the Amazon
205 meta - reduzir - metas - emiss - brasil 150 Brazil's efforts to reduce carbon emissions
206 pedir - desculpa - trouxa - meus - quero 150 Requesting apologies for paper waste
207 impunidade - crime - humanidade - crimes - rights 150 Human Rights Violations and Impunity in Amazonian Deforestation
208 atrasada - reformar - lbum - fotos - veja 149 Reforming an outdated cattle farm in Amazonia
209 indicam - setembro - alertas - cresce - inpe 149 Deforestation in the Amazon increases in September, according to INPE alerts
210 anuncia - tev - menor - desde - indicam 148 Government announces reduced deforestation in Amazon since data shows slower rate of forest destruction
211 af - comprova - argentina - afeta - perda 147 Deforestation in the Amazon affects rainfall in Argentina
212 desemprego - desempregados - infla - gasolina - educa 146 Unemployment and environmental issues in Brazil
213 del - comerciante - beneficiarse - degradaci - masiva 146 Environmental damage and human rights abuses in Amazonian soy and meat production
214 atingiu - outubro - quil - metros - quadrados 145 Deforestation in the Amazon reaches 10,000 square kilometers in October
215 sacrificar - eleva - demanda - press - crescimento 145 Impact of meat and soy demand on Amazonian growth
216 lib - toneladas - co - emiss - milh 143 Deforestation in the Amazon
217 acumula - mil - estudo - km - anos 143 Deforestation in the Amazon
218 corrup - delatorias - promiscuas - menosprezados - cohen 143 Corruption and social issues in Brazil
219 bacia - campe - xingu - desflorestamento - criam 142 Deforestation in the Xingu River Basin
220 provocou - tamanho - sp - leia - rt 142 Deforestation in the Amazon
221 escudos - xingu - dispara - ltimos - dos 142 Deforestation in Xingu National Park
222 liga - seca - novo - estudo - pa 142 Amazonian Deforestation and Drought
223 unterschreiben - jetzt - impedir - explora - this 142 Stop Deforestation in the Amazon
224 evita - redu - mortes - higi - aeronaves 142 Airborne reduction of forest fires in the Amazon avoids annual deaths
225 petition - sign - assinem - prin - the 142 Stop Deforestation in the Amazon
226 expedi - viagem - realiza - protestar - lincolnte 141 Protest against deforestation in the Amazon
227 moon - ki - ban - mundial - quest 140 Global forest degradation
228 antibi - resistentes - bact - eros - frigor 139 Antibiotic resistance in the Amazon rainforest
229 denunciada - mineradora - dona - contamina - criticar 139 Mineradora noruega denunciada por contaminaci贸n
230 assinatura - focos - ndio - nasa - inc 139 Indigenous rights and environmental issues in Brazil
231 needed - preserve - still - shows - study 138 Brazil's Soy Moratorium: Preserving the Amazon
232 radar - vigiar - vai - enfrenta - ganh 138 Use of radar technology in Amazon deforestation monitoring
233 sinais - voltar - crescer - reutersong - preliminares 137 Deforestation in the Amazon: Signs of growth and recovery
234 climatechange - environment - brazil - amazonrainforest - deforestation 137 Deforestation in the Amazon and its impact on climate change
235 tchausalles - brasilpedesocorro - ecossistemabrasileiro - terrasp - desmatamentonaamaz 137 Deforestation and its impact on the Brazilian ecosystem
236 tribunal - penal - humanidade - haia - apresentada 137 Environmental crimes against humanity
237 baleias - baleia - matan - noruega - ca 137 Hypocrisy in environmental policies: Norway's whaling practices vs. deforestation in the Amazon
238 menores - ocorre - cerca - reduzir - depois 136 Deforestation in Brazil
239 entrega - monitorar - lite - resposta - sat 135 Brazilian government's use of satellite technology to monitor deforestation
240 aposta - tribo - google - combater - usu 135 Combating deforestation through Google Tribe
241 janeiro - queda - tem - diz - governo 135 Deforestation in Brazil in January, according to government reports
242 drones - drone - estudante - microchips - provar 135 Use of drones in combating deforestation in the Amazon
243 mapa - interativo - mapas - infoamazonia - atualizado 135 Real-time Amazon deforestation maps
244 verba - monitorar - falta - estad - sustentabilidade 135 Lack of monitoring resources for deforestation in the Cerrado region
245 advancing - track - researchers - frontier - agricultural 135 Impact of Brazil's Soy Moratorium on Advancing Agricultural Frontiers
246 tamanho - leia - sp - quase - legal 134 Deforestation in the Amazon
247 televan - registrar - tvonline - volta - aumento 134 Deforestation in the Amazon: Legal and Online Issues
248 sacas - colheita - rr - fecha - bbb 134 Agricultural production in Brazil
249 junho - cai - imazon - caiu - queda 134 Deforestation in Amazon in June
250 atingir - limite - prestes - irrevers - determinado 134 Deforestation in the Amazon nearing irreversible limit
251 barram - supermercados - brasileiros - suspendem - carne 133 Brazilian supermarkets suspend beef purchases due to Amazon deforestation
252 palm - oil - palmoil - danger - sights 133 Amazon rainforest under threat from Brazil's palm oil ambition
253 stonehenge - misterioso - revela - disp - pedras 133 Mysterious Stonehenge-like structure discovered in Amazon rainforest
254 demanda - press - externa - carnes - eleva 132 Demand for meat and soy products affects Amazonian deforestation
255 tamanho - leia - sp - quase - legal 132 Deforestation in the Amazon
256 ganha - realidade - prote - dt - florestas 131 Deforestation alerts in Brazil
257 du - forestation - politiques - financements - dites 131 Political hypocrisy in forestation policies
258 metade - pela - cai - reduziu - quase 131 Deforestation in the Amazon reduces by half
259 dispara - coletados - neste - chega - ro 129 Deforestation in the Amazon
260 atingiu - desmatada - julho - agosto - cai 129 Deforestation in the Amazon
261 fontes - fonte - vaivendo - source - checadas 129 References and sources
262 eleitoral - explode - durante - odo - per 129 Electoral Explosion in the Amazon
263 afetar - fim - fiscaliza - fundo - ibama 129 Fiscalization of Ibama against deforestation
264 prayforamazonia - prayforbrazil - prayforrondonia - prayforamazonas - saveamazonia 128 Protecting the Amazon Rainforest
265 dicaprio - leonardo - desafio - adere - denuncia 128 Leonardo DiCaprio speaks out against deforestation in the Amazon
266 mar - sobe - ecoc - ong - bate 128 Deforestation in the Amazon
267 possui - fun - metodologia - causas - especialistas 127 Causes of drought in the Amazon forest
268 afetou - degradadas - desmate - mt - sacas 127 Affected areas of Amazonian deforestation
269 girafas - girafa - elefantes - sobra - comem 127 Elephants and soja in Amazonia
270 satiriza - televis - humor - alem - programa 126 Satire of Brazilian government's environmental policies on German TV
271 impeachmentsalvavidas - flavio - abin - loteamento - interfer 126 Impeachment and political corruption in Brazil
272 mensal - agosto - instituto - natureza - abril 125 Deforestation in Brazil's Amazon region
273 interrompe - curva - fora - intensifica - ibge 125 Deforestation in the Amazon beyond control
274 coronavirus - diseases - infectious - next - commentary 125 Risk of Infectious Diseases from Amazonian Deforestation
275 carbon - source - change - climate - linked 124 Amazon rainforest as a carbon source
276 metas - aprovados - apresenta - planos - plano 123 Government plans to reduce deforestation in the Amazon
277 novembro - imazon - monito - alta - refere 122 Deforestation in the Amazon in November
278 nima - rcio - criminoso - amea - sociedade 122 Deforestation in the Amazon region
279 macaco - primatas - barrigudo - mico - extin 121 Deforestation and its impact on primates
280 pecu - causa - ria - folha - diz 120 Causes of deforestation in the Amazon
281 prayforamazonia - prayforamazonas - prayforamazon - peti - assine 120 Protecting the Amazon Rainforest
282 zerar - conseguiu - desmata - diminuir - quer 120 Government efforts to reduce illegal deforestation in the Amazon
283 incra - coloni - assentamentos - promete - diminuir 120 INCRAPrometesDiminuirEmDesmatamento
284 mar - abril - aletas - cai - entre 120 Deforestation in the Amazon
285 quatro - volta - ap - crescer - queda 120 Deforestation in the Amazon
286 isolado - perde - doa - ajuda - analistas 119 Deforestation in Brazil
287 drica - crise - agravam - especialistas - clim 119 Climate crisis and energy issues in the Amazon region
288 segundo - imazon - cresce - ano - um 119 Deforestation in the Amazon grows in a year according to IMazon
289 panelacoforabolsonaro - hs - impeachmentsalvavidas - flavio - abin 119 Political scandals and corruption in Brazil
290 armyhelptheplanet - playforamazonia - peti - assine - impedir 119 Conservation efforts in the Amazon rainforest
291 vestiram - militantes - frica - protesto - greenpeace 118 Protest against deforestation in the Amazon
292 dobra - dobrou - quintuplicou - quase - janeiro 118 Deforestation in the Amazon almost doubled in a year
293 firmam - firmar - incra - assentamentos - assinam 118 MPF and INCRAP sign agreement to reduce deforestation in Amazonian settlements
294 liber - concordou - noruega - pagar - mi 118 Norway agrees to pay Brazil more than $100 million for Amazon deforestation reduction
295 proibir - deflagra - buscam - civil - pf 118 Prohibition of Deforestation in the Amazon
296 monitoramento - ministra - nova - acende - mostra 118 Minister's statement on Amazon deforestation reduction
297 firm - trav - petici - la - impedir 117 Preventing deforestation in the Amazon
298 amazoniasos - prayforamazonas - amazoniaemchamas - prayforamazonia - amazonrainforest 116 Protecting the Amazon Rainforest
299 cinco - vezes - perdeu - maio - novembro 116 Deforestation in the Amazon
300 previa - apoiou - milhares - protegidas - cies 116 Macron's support for Amazon deforestation project
301 dispara - setembro - agosto - segurou - folha 116 Deforestation in the Amazon
302 caiu - odo - per - legal - cai 115 Deforestation in the Amazon legal in one year
303 renovada - morat - ria - prorrogada - maio 115 Renewal of soy moratorium extended for another year
304 triplicar - dizem - cientistas - pode - bolsonaro 114 Deforestation in the Amazon under Bolsonaro's presidency
305 federal - cia - busca - combate - deflagrou 113 Combate 脿 desmatamento ilegal na Amaz么nia
306 abastecimento - afetar - diminui - planeta - gua 113 Water resource management and climate change
307 impedir - explora - via - da - nia 113 Preventing deforestation in the Amazon
308 partner - bankofamerica - bofa - partenaire - number 113 Deforestation partnership with Bank of America
309 chuvas - seca - relacionada - escassez - drought 113 Impact of Drought on Brazil
310 emergenciaclim - sostenibilidad - aloja - siglo - palmadeaceite 112 Amazon Rainforest Sustainability
311 sad - boletim - imazon - dispon - lisedem 112 Monthly Report on Deforestation
312 multado - flagrante - ms - pma - produtor 112 "Produtor multado em R$ mil por desmatamento de Cerrado em MS flagrante"
313 agosto - aumentou - aumenta - ltimo - paulo 112 Deforestation in Brazil increases in August
314 roraima - rionorte - hemisf - amelhorfronteiraagr - coladobrasil 112 Agricultural practices in Roraima
315 sos - fiscais - liga - estudo - compartilhar 111 Deforestation in the Amazon
316 winning - war - saving - bbc - news 111 Deforestation in Amazonia: BBC News Coverage
317 latifundi - sputnik - garimpos - rt - rou 111 Environmental policies and land use in Brazil
318 orbital - radar - melhorar - novo - fiscaliza 110 Monitoring deforestation with new radar technology
319 repassa - prev - us - noruega - verba 110 Norwegian fund repays USD millions to Brazil due to forest degradation
320 amazonorbolsonaro - amazoniaoubolsonaro - amazonia - detour - cup 109 Bolsonaro's Amazon policies
321 caem - alertas - legal - clipping - ram 109 Deforestation alerts in Brazilian Amazon
322 celulares - antigos - territorial - disputa - discute 109 Google uses old smartphones to monitor deforestation in the Amazon
323 motivos - futuro - ado - dispara - entenda 109 Motivations for deforestation in the Amazon
324 julho - agosto - cai - entre - legal 109 Deforestation in the Amazon: Legal and Environmental Impacts
325 irrepar - recupera - especialista - perda - ambiental 108 Deforestation in the Amazon: Expertise in Recovery and Loss
326 seletivo - detecta - crescimento - minist - meio 108 Deforestation in the Amazon
327 ilegal - bnc - isolados - nero - ltima 107 Deforestation in the Amazon
328 refer - retorno - pesquisador - ponto - atual 107 Climate Change Impacts on Marine Ecosystems
329 dez - agosto - maior - imazon - atinge 107 Deforestation in Amazon reaches 10-year high in August
330 ditaduranuncamais - porcento - jairbolsonaro - impeachmentdebolsonaro - somos 107 Impeachment of Jair Bolsonaro and environmental policies
331 atinge - taxa - menor - cai - anos 107 Deforestation in the Amazon reduces tax rate in recent years
332 publico - incra - inspecionar - minist - federal 107 Brazilian government agency responsible for deforestation in the Amazon
333 seca - sudeste - causada - relaciona - sul 106 Causes of drought in the southeast
334 carv - coibir - pacto - objetivo - empresas 106 Illegal Deforestation in the Cerrado
335 presidenta - destaca - oito - mpf - amento 106 Dilma Rousseff highlights decrease in Amazon deforestation
336 contesta - den - incra - respons - coloniza 106 Responsibility for deforestation in the Amazon
337 criminosas - redes - comandado - hrw - impulsionam 106 Human rights abuses in Amazonian regions controlled by criminal networks
338 gabinete - crise - anuncia - ministra - disparada 106 Brazilian government's response to deforestation in the Amazon
339 cresce - ano - um - ebc - quase 106 Deforestation in the Amazon grows in a year
340 madeira - compram - ses - criticam - compra 105 Illegal logging and corruption in Brazil
341 parlamento - holanda - mercosul - holand - rejeita 105 Rejection of Mercosur agreement by Dutch parliament due to Brazilian government's Amazon deforestation
342 intensifica - fiscaliza - ibama - combater - smasher 105 IBAMa's efforts to combat illegal deforestation in the Amazon
343 comparativo - extens - imagem - revela - nasa 105 Deforestation in the Amazon, as revealed by NASA's historical images
344 registra - maio - hist - taxa - ria 104 Deforestation in May
345 zoios - capela - abestado - abre - prepara 104 Preparation of a Capela (Chapel) for Zoios (Ancestral Spirits)
346 seguido - maior - anos - desde - giro 103 Deforestation in the Amazon
347 ten - leva - apresenta - outubro - taxa 103 Deforestation in Brazil
348 esperar - devem - ministra - desmatada - queda 103 Environmental policy in Brazil
349 rie - rica - menor - agosto - hist 103 Deforestation in the Amazon since historical records
350 culpa - culpados - culpado - culpar - pelo 103 Culpa por desmatamento da Amaz么nia
351 futebol - campos - perdeu - sob - dia 102 Loss of football fields under Bolsonaro's administration
352 crescem - alertas - legal - filme - tvonline 102 Deforestation alerts in Brazilian Amazon
353 presidenta - rousseff - destaca - espac - confirma 102 Brazilian President Dilma Rousseff addresses deforestation in the Amazon
354 pas - compara - julho - segundo - imazon 102 Deforestation in the Amazon in July
355 dobra - recursos - combater - salles - dobrar 101 Government announces measures to combat deforestation in the Amazon
356 outubro - caiu - ministra - compara - passado 101 Deforestation in the Amazon in October
357 registram - inferior - afirma - pantanal - queda 101 Deforestation in Brazil's Cerrado and Pantanal regions
358 sobe - natureza - meses - ltimos - ong 101 Deforestation in the Amazon
359 afirma - avan - imazon - perseu - abramo 101 Brazilian deforestation
360 mar - aumentou - monitoramento - imazon - comparado 101 Deforestation in the Amazon
361 bate - meses - recorde - cresce - em 101 Deforestation in the Amazon hits record high in months
362 subiu - alerta - ong - brasileira - cam 101 Deforestation in Brazilian Amazon raises alarm from NGOs
363 odo - junho - per - rela - quase 100 Deforestation in the Amazon in June
364 desapropria - disputa - dallagnol - latif - olho 100 Land disputes in the Amazon
365 servidores - nota - ibama - cresce - estimam 100 Deforestation in the Amazon grows in one year, according to IBAM
366 derrubado - deste - registra - foram - julho 100 Deforestation in Brazil
367 anuncia - menor - novas - garraseguros - registra 99 Government announces lower deforestation rate in Amazon with new conservation units
368 reutersentre - ministra - hist - menor - ria 99 Deforestation in Brazil's Amazon region
369 ong - alerta - brasileira - subiu - sobe 99 Deforestation in Brazilian Amazon raises alarm from NGOs
370 greenpeace - game - vers - apresenta - nova 98 Greenpeace's campaign against Amazon deforestation
371 reduziram - lula - devasta - enquanto - dilma 98 Deforestation under Bolsonaro's presidency
372 janeiro - aumenta - imazon - cresce - eco 98 Deforestation in Brazil's Amazon region in January
373 registrado - menor - legal - diz - natureza 98 Deforestation in the Amazon: Legal or Illegal?
374 chega - setembro - aumenta - km - quil 98 Deforestation in the Amazon increases and reaches km in September
375 girafa - girafas - elefantes - desenhou - pintou 97 Deforestation in the Pantanal region
376 julho - supera - cai - compara - anual 97 Deforestation in the Amazon in July surpasses previous years
377 condol - rostos - solidariedade - artista - venho 97 Deforestation in the Amazon
378 trampascontraelclima - suministro - fabricaci - cadena - llevas 97 Supply chain management of soy-based animal feed and its impact on the Amazon rainforest
379 macronfake - macronliar - fundoeleitoralpraamazonia - campeign - somostodosricardosalles 97 "Fighting Fake Macron and Illegal Deforestation in the Amazon"
380 rela - agosto - cresce - mesmo - ao 97 Deforestation in the Amazon in August increases
381 quil - metros - perdeu - mar - adormecido 96 Deforestation in the Amazon
382 cresce - desde - maior - patamar - devastados 96 Deforestation in the Amazon
383 este - maior - aponta - desde - uol 96 Deforestation in the Amazon this year reaches record high
384 tamanho - sp - quase - foi - legal 96 Deforestation in Brazil
385 gio - ximo - atingir - emiss - philip 96 Deforestation in the Amazon
386 cacau - arma - vira - introduz - choco 96 Xingu Indigenous Land and Cocoa Production
387 inflama - retornou - desemprego - economias - juros 96 Economic and social impacts of Bolsonaro's government in Brazil
388 comercializar - renovada - produzida - desmatamentos - compromisso 95 Commercialization of new soy productions and deforestation
389 oito - alem - caiu - estudo - anos 95 Deforestation in the Amazon reduced by 8 years according to study
390 bulldozed - changed - everything - then - ago 95 Deforestation of the Amazon
391 obrasilfelizdenovo - oambiental - agroneg - prote - cio 95 Brazilian researcher Eduardo Braga's work on environmental protection
392 timesde - arqueol - descobertas - desenhos - gicas 95 Archaeological discoveries in the Amazon rainforest
393 perdem - deveriam - cadas - cidades - desafio 95 Deforestation challenges in Brazil
394 antipetista - cruzada - estimula - jn - respondem 95 Antipetista Cruzada: Desmatamento na Amaz么nia
395 fhc - argumentos - mil - amazoniasemongs - vejam 95 Desmatamento da Amaz么nia e respostas dos governos
396 meses - cai - perdas - conseguiu - dep 94 Deforestation in the Amazon
397 registrada - derrubada - bras - rvores - lia 94 Deforestation in Brazil
398 desmatam - registrada - levantamento - taxa - anual 94 Deforestation rates in the Amazon
399 comprovamos - governos - pt - cresceu - marcelo 94 Deforestation in Brazil under President Marcelo's governments
400 caiu - ibge - motivado - levantamento - desapareceu 94 Deforestation in the Amazon
401 sou - dosbrasileirosedoplanetaterralongedeserdestegoverno - arquivamaia - aamaz - nativa 94 Protection of Native Forests
402 microsoft - artificial - intelig - previsia - plataforma 93 Monitoring and prevention of Amazon deforestation using AI technology
403 igual - perda - mata - sobe - ong 93 Deforestation in the Amazon
404 megaopera - ibama - realiza - opera - inicia 93 "IBAMA's Megaoperation Against Illegal Deforestation in the Amazon"
405 messias - zeraria - rep - concretas - blica 93 Bolsonaro's stance on deforestation in the Amazon
406 account - unavailable - temporarily - violates - learn 93 Twitter media policy violations
407 seguran - nacional - combater - for - ativid 93 Combating illegal deforestation in the Amazon
408 retalia - mulo - corta - verba - alemanha 92 Investment and property disputes in Brazil
409 heleno - augusto - manipulados - ndices - hackeado 92 Political scandal involving Minister Augusto Heleno
410 explode - entre - goveerno - msnbrasil - explodiram 92 Deforestation in Brazilian Amazon
411 filme - tvonline - tv - co - emiss 92 Deforestation in the Amazon
412 diminuiu - ltima - cada - legal - ebc 91 Deforestation in Brazil
413 atrapalhar - acusam - fiscais - militares - combate 91 Military involvement in deforestation
414 odo - junho - per - mesmo - maior 91 Deforestation in the Amazon in June
415 justa - saia - doador - visita - temer 91 Deforestation in Norway
416 evita - mortes - redu - mil - diminui 91 Preservation of Amazonian rainforest saves lives
417 impedir - explora - prin - forasalles - forabolsonarogenocida 91 Preventing deforestation in the Amazon
418 financiar - acusa - lula - ong - bbc 90 Lula government accused of indirectly financing Amazon deforestation through BNDES
419 retardo - tratora - prevarica - precoce - tratamento 90 "Government Incompetence in Healthcare: Bolsonaro's Impact"
420 abril - aponta - cai - entre - junho 90 Deforestation in the Amazon, April to June
421 outubro - comparado - cai - novembro - mesmo 90 Deforestation in the Amazon in October
422 motivos - preservar - florestas - digoflorestal - greenpeacebr 90 Preservation of Brazilian Forests
423 cresce - ano - cresceu - um - videversus 90 Deforestation in Brazil
424 perde - desde - km - maior - floresta 90 Deforestation in the Amazon
425 alegre - crescem - preocupante - porto - deixou 89 Deforestation in the Amazon region
426 dinossauros - corriam - puro - estrelas - brilhavam 89 Lost paradise of a pristine past
427 chega - quarto - aumenta - devastada - km 89 Deforestation in the Amazon
428 perdem - rj - estados - pantanal - queimadas 89 Deforestation in the Pantanal region of Rio de Janeiro
429 cerveja - colorado - pre - barril - varia 89 Cerveja Colorado: Pre莽o varia com desmatamento
430 office - grileiro - home - abril - triplicar 89 Deforestation in the Amazon grows in April, grileiro does not work from home office
431 apoiou - previa - macron - milhares - protegidas 88 Deforestation in the Amazon under Macron's presidency
432 regra - reserva - conflict - zones - minc 88 Brazilian forest reserve regulations and conflicts
433 vale - plantada - pesquisador - lula - biodiversidade 88 Biodiversity and Soja Plantations in the Amazon
434 ppcdam - preven - plano - controle - frederico 88 PPCDAM Plan for Preventing and Controlling Deforestation in the Amazon
435 armyhelptheplanet - petition - sign - let - save 87 Save the Amazon Rainforest
436 imprensa - jornal - cobre - jornalistas - jornalismo 87 Media coverage of deforestation in the Amazon
437 escudos - xingu - principais - dispara - dos 87 Deforestation in Xingu: Shield of the Amazon
438 deforestation - amazonia - choc - dari - incluyen 86 Deforestation in the Amazon
439 continua - segue - vapor - lideres - enquanto 86 Deforestation in the Amazon continues
440 scandal - bragging - disappearance - while - massive 86 Environmental Scandals - BNP and Deforestation
441 setembro - feedbrasil - governa - realizado - agosto 86 Deforestation in Brazil's Amazon region
442 estuda - sico - bbc - desmonte - levar 86 Deforestation in Brazil under Bolsonaro's government
443 tamanho - sp - quase - cias - legal 86 Deforestation in the Amazon
444 espaciais - pesquisas - instituto - nacional - cresceu 86 Deforestation rates in Brazil's Amazon region
445 mostram - sobe - dados - inpe - prodes 85 Deforestation in Brazilian Amazon
446 lbum - equivale - lise - fotos - vezes 85 Deforestation in the Amazon
447 boicote - plantio - atualizada - empresas - aumenta 85 Soya plantation in Amazon rainforest despite company boycotts
448 berlim - frica - protesto - protestam - esfor 85 Protests against deforestation in the Amazon
449 daehyun - dilmacadeodinheirodopovo - eptv - hithotbr - ka 84 Deforestation in the Amazon
450 menor - taxa - registra - atinge - estadao 84 Brazil's deforestation rate reaches record low
451 sofreram - degrada - fica - ong - mil 84 Deforestation in the Amazon
452 repress - seguran - blica - autoriza - nacional 84 Combating Illegal Deforestation
453 combatem - internet - usando - ndios - notebooks 84 Indigenous use of the internet to combat deforestation in the Amazon
454 pequenas - lbum - propriedades - tornar - fotos 83 Decorating Small Properties with Sustainable Materials
455 abandonar - macron - salvar - europa - precisa 83 Macron urges Europe to abandon Brazilian soy to save the Amazon
456 nova - ong - alta - aponta - no 83 Deforestation in the Amazon
457 oficiais - temperatures - apontam - biologically - amazaon 83 Deforestation in Brazil's Amazon region affecting temperature levels
458 raquel - organizado - afirma - crime - respons 83 Organized Crime and Deforestation in the Amazon
459 fase - controle - plano - nova - este 82 Planned deforestation control in the Amazon
460 peasant - economy - amazonian - registered - property 82 Illegal land ownership in the Amazon
461 tank - went - fields - water - vital 82 Deforestation and water scarcity in Brazil's Cerrado region
462 detectou - sad - quadrados - quil - metros 82 Deforestation detection in the Amazon
463 checa - confere - vs - uol - nasa 82 Deforestation in Brazil under Bolsonaro's government
464 calor - extremo - expor - brasileiros - milh 81 Deforestation in the Amazon exposes Brazilians to extreme heat
465 imagem - revela - nasa - divulga - rica 81 Deforestation in the Amazon revealed through historical images
466 relaciona - pesquisador - seca - cientista - com 81 Impact of drought on Amazonian deforestation
467 rec - filme - tvonline - cultivo - desmatadas 81 Agricultural expansion in the Amazon rainforest
468 alcan - taxa - menor - cai - anos 80 Deforestation in the Amazon and tax rates
469 bate - recorde - brasileira - atinge - abril 80 Deforestation in Brazil reaches record high in April
470 assentamentos - promete - incra - diminuir - nas 80 Incra's Promises to Reduce Deforestation in Amazonian Legal Areas
471 detecta - imazon - agosto - aumento - agencia 80 Deforestation in the Amazon in August
472 garraseguros - tipos - xic - alcantra - brida 80 Economic and military strategies for maintaining power and wealth in the world, with a focus on Brazil and China.
473 agosto - cresce - rela - deste - cresceu 79 Deforestation in the Amazon in August
474 ministra - ditos - minc - anuncia - izabella 79 Deforestation in the Amazon
475 casino - driblam - supermercados - grupo - restri 79 Pecuaristas driblam restri莽玫es de supermercados
476 distantes - afeta - chuvas - ses - estudo 79 Deforestation in Alagoas affects rainfall in distant areas, according to study
477 cresce - legal - maracaju - rtcimi - conapub 79 Deforestation in the Amazon
478 lon - umedecer - ajudariam - argentina - grafos 79 Deforestation in Argentina affects rainfall
479 perto - chega - sobe - mil - estad 78 Deforestation in the Amazon observed at record high in recent years
480 petici - firma - amazonasenllamas - amazonas - prayforamazonas 78 Protecting the Amazon Rainforest
481 abelhas - nativas - renda - gera - cria 78 Beekeeping in the Amazon
482 caem - alertas - legal - permanecem - inaceit 78 Deforestation alerts in Brazilian Amazon
483 digo - florestal - novo - cresce - medi 78 Deforestation in the Amazon
484 incra - denuncia - mpf - respons - ter 78 MPF denounces INCRA for responsibility in Amazon deforestation
485 simples - jeito - entenda - um - seriu 78 Understanding Deforestation in Simple Terms
486 errados - dados - cresceu - falsos - discurso 78 Disputed data on Amazon deforestation
487 camiones - con - cargados - quemada - saliendo 78 Illegal Logging and Transportation of Soy in Brazil
488 copia - proposta - pt - contra - ressuscitar 78 Bolsonaro's environmental policies
489 chantageia - destr - pa - soja - leaks 78 Cybersecurity and Leaks: Soja Destr and Chantageia
490 assinem - manas - peti - assine - impedir 77 Protecting the Amazon rainforest
491 novembro - cresce - aponta - guinada - inpe 77 Deforestation in November
492 desaba - vira - lt - strong - boa 77 Deforestation in the Amazon
493 flagra - avi - ibama - uso - identificou 77 Illegal use of pesticides in the Amazon rainforest
494 preliminares - indicam - vios - queda - recorde 76 Deforestation in the Amazon
495 divulga - imazon - degrada - boletim - florestal 76 Deforestation in the Amazon
496 antecipadamente - avisa - far - obtido - exclusividade 76 Environmental regulations and enforcement in Brazil
497 lepera - cleo - luciano - anulastf - rede 76 Deforestation in the Amazon under Bolsonaro's government
498 diogo - pontos - ntara - alc - pasto 76 Deforestation in Brazil
499 gatilho - guedes - puxa - hipocrisia - acabou 76 "Guedes' Hypocrisy on Deforestation"
500 divulga - novos - mundogeo - inpe - dados 76 Deforestation in the Amazon
501 explode - dobro - anterior - quase - explodiu 75 Deforestation in Brazil
502 mato - grosso - quase - ilegal - ltimos 75 Illegal deforestation in Mato Grosso
503 causas - especialistas - cmr - submetida - supress 75 Deforestation monitoring in the Amazon
504 aw - tribo - brit - amea - ong 75 Illegal deforestation in the Amazon threatens indigenous tribes
505 trico - apag - risco - crescer - avan 75 Deforestation in Brazil
506 reduced - dramatically - moratorium - soy - brazil 75 Brazil's Soy Moratorium and Deforestation Reduction
507 setembro - alcan - km - paulona - ig 74 Deforestation in the Amazon in September
508 mentira - verde - grande - al - destrui 74 Environmental destruction through greenwashing
509 aumentou - obsess - devastou - zittonews - pib 74 Deforestation in the Amazon
510 agosto - cai - primeirojornal - em - na 74 Deforestation in the Amazon in August
511 paralisar - falta - salles - recursos - verba 74 Urgent need for resources to combat deforestation in the Amazon
512 impulsionou - reagem - discurso - cientistas - cr 74 Government's speech promotes deforestation and fires in the Amazon, according to study
513 bbc - mentira - verde - news - grande 73 Deforestation in Brazil: BBC News Investigation
514 digo - proposta - florestal - diretor - mudan 73 Reform Proposal for Forestry Sector Expectations
515 frigor - ficos - zerar - ajudar - reduziu 73 Use of fridge technology to reduce deforestation in the Amazon
516 segundo - cai - entre - bimestre - inpe 73 Deforestation in the Amazon
517 italianos - lites - telefones - caderninhos - monitorar 73 Monitoring deforestation in the Amazon using Italian satellite technology
518 fevereiro - atingiu - km - agencia - msn 72 Deforestation in Amazon reaches record high in February
519 siga - online - tvonline - tv - boletim 72 Legal aspects of online TV streaming services in Brazil
520 bife - prato - explica - seu - como 72 Deforestation and beef consumption
521 apresentam - alian - conter - agroneg - ongs 72 Proposals for controlling deforestation in the Amazon
522 atingem - sinais - semestre - bate - junho 72 Deforestation alerts in June reach record high
523 portas - ampliar - abre - congresso - para 72 Deforestation in the Amazon
524 explos - mostram - dados - revela - fragmentadas 72 Deforestation in the Amazon
525 metade - cies - esp - rvores - amea 71 Deforestation threatens half of Amazon tree species
526 calor - frio - infernal - inverno - quente 71 Extreme weather and deforestation in the Amazon
527 bater - volta - recorde - cresce - folha 71 Deforestation in the Amazon
528 temem - especialistas - efeito - aumenta - design 70 Deforestation in the Amazon under Bolsonaro's presidency
529 taxa - aumenta - ano - legal - sobe 70 Deforestation rates in the Amazon legal region increase over the past year
530 minera - respons - isensee - marcio - boi 70 Deforestation in the Amazon due to mining activities
531 instaura - ingressa - mpf - fase - protege 70 Illegal deforestation in Brazilian Amazon protected by MPF
532 junho - aumentou - imazon - diz - vemprarua 70 Deforestation in Amazon increases in June
533 prejud - interrompa - suzano - ma - atua 70 MPF demands Suzano stop deforestation in the Cerrado
534 fascista - fascismo - fascistas - esconder - nazista 69 Fascist regime attempts to cover up crimes
535 mt - imazon - aumenta - teamfollowback - mato 69 Deforestation in the Amazon
536 cai - na - nia - desmatamento - amaz 69 Deforestation in the Amazon
537 julho - tend - anual - diminui - atuam 69 Deforestation in the Amazon: Annual increase despite July decrease
538 aceit - mour - al - regi - vel 69 Deforestation in the Amazon
539 perde - hora - hectares - avan - florestas 69 Deforestation in the Amazon
540 aumentou - temer - governos - governo - reeleita 69 Deforestation in Brazil under Temer and Bolsonaro administrations
541 ministra - izabella - teixeira - aumentou - assegura 68 Deforestation in Brazil increases legally, according to minister
542 devast - setembro - fevereiro - aumentou - imazon 68 Deforestation in the Amazon region increases in months, according to INPE data from August to February, showing a devastating trend.
543 medido - ndice - menor - natureza - ltimos 68 Deforestation in Brazilian Amazon
544 friends - share - with - uol - folha 68 Deforestation in the Amazon
545 ap - consecutivos - volta - quatro - recua 68 Deforestation in the Amazon
546 terraviva - discutido - cop - sustent - pode 67 Deforestation in the Amazon
547 pirulla - abaixo - nasa - dia - meada 67 Deforestation in the Amazon
548 agosto - julho - cresce - entre - quase 67 Deforestation in the Amazon grows almost between August and July
549 armyhelptheplanet - armysavetheplanet - peti - assine - impedir 67 Army Helps Save the Planet
550 vig - conto - escala - planet - pan 67 Deforestation in the Amazon
551 detectou - imazon - quil - metros - km 67 Deforestation monitoring using Amazon's detection technology
552 requer - pedido - financiamento - vontade - bi 66 Norwegian government's initiative to reduce deforestation
553 tecnologias - ajudam - vigil - sete - desflorestamento 66 Use of technology in forest monitoring and management
554 suspens - todas - anuncia - ricardo - opera 66 Environmental policies in Brazil
555 glenn - agressivo - relaciona - quantidade - local 66 Deforestation in Brazil's Amazon region under Bolsonaro's plan
556 companhia - conter - ambientais - opera - ter 66 Environmental consulting services for forest conservation
557 desarticula - quadrilha - grilagem - grge - opera 65 Deforestation and illegal logging in the Amazon
558 multinacionais - couro - boicotar - querem - certificado 65 Multinational companies seek to boycott Brazilian leather and meat due to certification issues
559 huelgamundialporelcambioclim - ceniza - reduciendo - rojas - tienen 65 Deforestation and its impact on the environment
560 estima - emiss - inpe - queda - decl 65 Deforestation in the Amazon and its estimated emissions
561 lidera - rondonienses - cida - rolado - jacy 65 Deforestation in Rondonia, Brazil
562 div - recuperar - anual - taxa - quer 65 Deforestation in Brazilian Amazon
563 deixando - efeito - lises - gua - caatinga 65 Deforestation in the Caatinga region of Brazil
564 firmen - petici - firma - firmate - petizione 65 Petition to prevent deforestation in the Amazon
565 americana - universidade - dobro - registrado - seria 65 Deforestation in Brazil
566 saved - corporate - pledges - won - he 65 Corporate pledges to save Brazil's Cerrado forests
567 far - opera - reduzir - ibama - fiscaliza 65 Brazilian government's efforts to reduce deforestation in the Amazon
568 oculto - patrocina - sos - fiscais - dinheiro 64 Illegal financial activities in the Amazon rainforest
569 verbete - terrasp - ecossistemabrasileiro - desmatamentonaamaz - blicas 64 Deforestation in Brazil
570 registrar - volta - cresceu - passado - agosto 64 Deforestation in the Amazon
571 gases - emiss - reduziu - estufa - redu 64 Reducing greenhouse gas emissions through deforestation prevention
572 winning - war - saving - on - deforestation 64 Protecting Amazonia: The War Against Deforestation
573 pandemia - aproveitar - passar - momento - aproveitando 64 "Minister's plan to exploit pandemic for Amazon deforestation"
574 comenta - ministra - ambiente - meio - dados 64 Deforestation in the Cerrado region
575 justi - denuncia - incra - mpf - respons 63 MPF denounces INCRA's responsibility for Amazon deforestation
576 financeira - debates - cita - debate - trump 63 Biden's stance on Amazon rainforest deforestation and financial aid to Brazil during presidential debates
577 cala - comemora - quatro - esquerda - menor 63 Government celebrates minor deforestation decrease in Amazon in four years
578 aumentar - imazon - estudo - amozonia - vai 63 Deforestation in the Amazon
579 abril - cresceu - aponta - aumenta - cartacapital 63 Deforestation in the Amazon increases in April, according to INPE
580 cai - legal - aponta - perderam - aps 63 Deforestation in the Amazon legal issue
581 confirma - recursos - minist - instala - bases 63 Combating deforestation in the Amazon
582 gelada - mentira - fosse - aquecimento - verdade 62 Causes of global warming: Debunking the myth of deforestation
583 epidemia - dico - xima - caminho - pr 62 Epidemic Alert: Deforestation in the Amazon
584 registrado - perdeu - menor - agosto - entre 62 Deforestation in Brazil
585 relat - ilegal - aponta - brasileira - narcotrafic 62 Illegal deforestation in Brazilian Amazon linked to drug cartels
586 junho - maior - anos - aponta - desmataram 62 Deforestation in June: Highest in Years
587 estimam - triplicar - cen - cientistas - pode 62 Deforestation in the Amazon under Bolsonaro's government
588 prever - interoce - rasga - rodovia - iniciam 62 Impacts of Infrastructure Development in the Amazon Region
589 brian - mier - assumam - estimulando - estar 61 Bolsonaro's environmental policies
590 vargas - hrs - ae - avenida - puder 61 Protests in Rio de Janeiro against deforestation in the Amazon
591 jornaloglobo - aumentou - primeiro - ano - miriamleitaocom 61 Deforestation in the Amazon increases
592 unidades - conserva - cresce - meio - medi 61 Deforestation in Amazonian units
593 bact - diversidade - reduz - rias - estudo 61 Deforestation reduces bacterial diversity in Amazon soil, study finds
594 luz - emerg - liga - conta - clim 61 Deforestation and Climate Change
595 custo - custar - hectare - custam - milh 61 Cost of deforestation in the Amazon
596 semestre - primeiro - mostra - ltimos - imazon 61 Deforestation in Brazil
597 fracassam - miss - militares - conter - especial 61 Military efforts to contain deforestation in the Amazon
598 isa - triplo - genas - terras - ind 61 Deforestation in Brazilian Indigenous Lands
599 cai - legal - inpe - diz - respeitado 61 Deforestation in the Amazon: Legal and Regulatory Aspects
600 petici - firma - la - legendarios - marcosmion 61 Legendarios Marcos Mion: Peti莽茫o para impedir desmatamento na Amaz么nia
601 proporcionalmente - pesquisador - maior - cerrado - foi 60 Deforestation of the Cerrado
602 mico - econ - valor - micos - morat 60 Economic impact of soy farming in the Amazon
603 indeterminado - renovada - morat - xima - tempo 60 Renewable soybean moratorium
604 cap - tulo - elei - biden - eua 60 Political satire: Biden's cap tulo
605 seis - bate - mar - recorde - ltimos 60 Deforestation in the Amazon breaks records
606 outu - chegou - afirma - avan - homic 60 Deforestation in the Amazon
607 minist - cai - quase - rio - ano 60 Deforestation in the Amazon
608 temperatura - elevar - pode - aumentar - graus 60 Deforestation and temperature increase
609 lobo - guar - dula - ilustrar - escolhido 60 Deforestation and its impact on wolves
610 ingl - ver - combate - developmentouroboros - ouroboros 60 Combat of Bolsonaro's government against deforestation in the Amazon
611 desmamamento - problema - nao - preocupadissima - febraban 60 Deforestation in the Amazon
612 check - latest - article - thanks - out 59 Deforestation in the Amazon
613 reinaldo - azevedo - bens - velocidade - secas 59 Deforestation in the Amazon
614 junho - aumenta - comparado - amigosdadilma - jessy 59 Deforestation in June
615 agentes - ataques - ibama - explos - equipes 59 Attacks on environmental agents in Brazil
616 boicotam - theft - spurs - experts - investment 59 Land theft and deforestation in Brazil due to US investment
617 anuncia - ministra - ilegal - cristina - contra 59 Brazilian government takes action against illegal deforestation in the Amazon
618 amazoniasos - amazoniaemchamas - amazonialife - amazoniaenossa - amazoniabrasileira 59 Protecting the Amazon Rainforest
619 unidades - conserva - ocorreu - garimpo - ocorreram 59 Deforestation for gold mining in the Amazon
620 gua - falta - sudeste - causas - ligada 59 Deforestation in the Amazon and its impact on water supply
621 nativa - rvore - surto - reverter - ajudar 59 Conservation of Native Forests
622 prop - stria - zero - partiu - mpf 59 Zero deforestation agreement for meat industry in Brazil
623 fevereiro - instituto - cresce - diz - dilmapedeprasair 59 Deforestation in Brazil in February according to institute
624 comparada - dobro - natureza - janeiro - setembro 59 Deforestation alerts in the Amazon
625 senten - demorar - processo - faz - ter 58 Deforestation in the Amazon
626 coibir - manda - autoriza - general - dentro 58 Deforestation in Brazil under Bolsonaro
627 reduz - abc - legal - brasil - di 58 Brazil reduces deforestation in the Amazon through legal measures
628 fazendeira - multada - jatob - ip - nativas 58 Illegal deforestation in Brazilian Cerrado
629 lites - indicam - sat - queda - olevantamento 58 Deforestation in the Amazon
630 mercosul - ratificar - acordo - ue - alemanha 58 Germany's stance on ratifying Mercosur agreement due to Amazon deforestation
631 impeachment - impeachmentbolsonarourgente - pedidos - impeach - paramos 58 Impeachment and deforestation in Brazil
632 novembro - sobe - janeiro - entre - intervalo 58 Deforestation in the Amazon during November and January
633 monitoramento - plantio - resultados - morat - far 58 Monitoring of soy farms in the Amazon
634 cresce - iirsa - jornaldacbn - okariri - russa 58 Deforestation in the Amazon
635 transforma - ltimas - consolida - acumulada - cadas 58 Deforestation and land transformation in the Amazon
636 velho - porto - pio - munic - frien 58 Deforestation in Porto Velho
637 carros - emite - co - dobro - gera 58 Emissions from cars
638 comercializar - prorroga - moratoria - abrasilia - amazon 57 Brazil extends moratorium on Amazon soy commercialization
639 traves - val - baiano - resposavel - arvores 57 Deforestation in the Amazon
640 paribas - bnp - restrictive - policy - financiar 57 BNP Paribas' policy on deforestation in Amazon and Cerrado regions
641 fevereiro - aumentou - legal - renunciedilma - em 57 Deforestation in Brazil's Amazon region in February
642 monitoramento - sistemas - real - monitorado - tempo 57 Monitoring and Aprimorando Sistemas de Desmatamento
643 reuters - paulo - destrui - avan - aumentou 57 Deforestation in the Amazon
644 soja - montsanto - contacomigobrasil - intanhang - huahuahuahua 57 Impact of Soybean Farming in Brazil
645 confirmado - degrada - sobe - janeiro - ong 57 Deforestation in the Amazon
646 poluem - ricos - quanto - tanto - ses 57 Environmental degradation in the Amazon region
647 duas - vezes - dobro - maior - cainarede 57 Deforestation in the Cerrado region
648 noruegu - sucesso - estagnado - reconhece - relat 56 Success of Brazil in combating deforestation
649 sobe - meses - ltimos - nos - inpe 56 Deforestation in the Amazon
650 reduz - tedxm - reduziu - gilberto - dez 56 Brazil reduces deforestation in the Amazon
651 sofre - crescente - consecutivo - degrada - aumentou 56 Deforestation in the Amazon
652 amazonia - bilhao - landrights - defloresta - dolares 56 Deforestation in the Amazon
653 pe - alimentos - produzir - poss - desmatar 56 Agricultural production in the Amazon rainforest
654 duas - desmatadas - paulo - estadao - aumento 56 Deforestation in Brazil
655 segundo - imazon - cresce - ano - um 56 Deforestation in the Amazon
656 safra - afetar - reduz - chuvas - sul 56 Climate Impacts on Southern Amazon Crops
657 sobe - setembro - at - ano - inpe 56 Deforestation in the Amazon
658 sustentabilidade - estad - avan - mobile - requerer 56 Deforestation and its impact on sustainability in Brazil
659 colniza - retrato - ada - gelo - amea 56 Deforestation in Mato Grosso
660 etanol - manchar - impulsionar - responsabilizam - cana 56 Ethanol industry's environmental impact
661 izabella - anunci - teixeira - ltimo - caiu 56 Minister Izabella Teixeira announces decrease in deforestation rate
662 toneladas - carbono - co - emiss - ap 56 Carbon emissions from Amazonian deforestation
663 supera - motosserras - oficial - dado - indica 56 Deforestation in the Cerrado region exceeds official data
664 fatura - cobra - afetar - acumulado - clima 56 Deforestation and its impact on climate change
665 peti - assine - impedir - explora - rapidinho 56 Stop Deforestation in the Amazon
666 zos - preju - causar - clim - alteram 56 Impacts of climate change on the Amazon rainforest
667 imagens - aceleradas - trecho - lite - mostram 56 Deforestation in the Amazon
668 recomponham - enfraquecer - florestasemcortes - atua - corta 56 Deforestation and environmental degradation in Brazil
669 hattem - marcel - perfeito - resumo - partid 55 Marcel Van Hattem's Perfect Resume
670 guias - perdoa - morrendo - fome - maiores 55 Food insecurity due to deforestation in the Amazon
671 cresce - ano - inpe - diz - pedrogiovany 55 Deforestation in Brazil
672 foradilma - anta - viva - deixar - marina 55 Anta's plan to end the Amazon and leave us without water
673 microbiana - homogeneiza - bact - diversidade - solo 55 Microbial diversity in soil
674 aviagens - mapthesystem - brazil - tractors - forgotten 55 Deforestation in Brazil's Cerrado
675 liga - europa - empresas - eua - ong 55 Businesses and environmental organizations in Europe and the US advocating against deforestation in the Amazon
676 menor - atinge - registra - conservados - corrigiu 55 Minor deforestation recorded in years, according to government
677 esperar - siga - online - tvonline - suspeitas 55 Fake news or false message
678 fungo - melhora - plantada - desenvolvimento - bioma 55 Fungi-based soil amendments for improving soybean growth and development
679 confirma - reutersde - quar - divulgados - nesta 55 Deforestation in Brazil
680 atinge - sobe - mil - km - eleicoesal 54 Deforestation in Alagoas, Brazil
681 marca - dez - pior - atinge - cresce 54 Deforestation in Brazil reaches worst mark in 10 years
682 indeniza - advocacia - agu - cobra - ajuizadas 54 Illegal deforestation in the Amazon
683 envolverde - registra - ag - maio - hist 54 Deforestation in Brazil
684 noutra - ladroagem - pecados - documentado - scoa 54 Corruption and environmental damage under the Bolsonaro government
685 cai - paratequerogrande - mexeu - caiu - geotropismo 54 Deforestation in the Amazon
686 erra - relativo - ricardo - zero - salles 54 Ricardo Salles' claims of zero deforestation in Amazonia
687 sanders - bernie - democratas - senadores - acusam 54 Bernie Sanders and Democratic Senators Accuse Bolsonaro of Supporting Amazon Deforestation
688 protesto - vargas - hrs - avenida - compartilhar 54 Environmental activism in Rio de Janeiro
689 marketing - corporativo - solu - morat - ou 53 Marketing Leaks and Corporate Responsibility
690 agu - cobra - bilh - legal - infratores 53 Illegal deforestation in the Amazon
691 outubro - aumentou - segundo - imazon - km 53 Deforestation in the Amazon in October increased according to IMazon
692 sigilosas - obstruiu - vazou - destroem - suspende 53 Environmental policy and regulation
693 espaciais - pesquisas - instituto - nacional - espacial 53 Deforestation in Brazil's Amazon region, as reported by INPE (National Institute for Space Research)
694 apontou - apresentou - amap - quil - quadrados 53 AMAP's report on deforestation in the Amazon
695 combat - causas - lo - como - da 53 Deforestation in the Amazon: causes and solutions
696 coordenadora - exonera - ap - alerta - recorde 53 Deforestation alert in Brazil
697 bimestre - primeiro - atinge - aponta - km 53 Deforestation in Brazil's Amazon region
698 registrado - ndice - menor - desmatad - confundimos 53 Deforestation in Brazil
699 dobra - planta - desmatada - rea - ppi 53 Agricultural expansion in Brazilian Amazon
700 crime - haddad - ditar - responsabilidade - pergunta 53 Responsibility for environmental damage in the Amazon
701 plantas - extin - levar - cies - esp 53 Deforestation of the Cerrado and its impact on plant species
702 expressivo - acusa - imazon - aumento - detec 53 Deforestation in the Amazon
703 peru - limpada - cresceu - frente - aos 53 Deforestation in Peru
704 sobe - ong - meses - ltimos - nos 53 Deforestation in the Amazon
705 decreta - escrevo - prezado - deputado - vote 53 Illegal deforestation in Brazil
706 saving - war - winning - bbc - news 52 Saving Amazonia: BBC News Story
707 julh - cai - segundo - desmatado - total 52 Deforestation in the Amazon
708 dispara - sob - cresce - bolsonaro - flamengo 52 Deforestation in the Amazon under Bolsonaro's governance
709 pecu - respons - seguidor - topblog - ria 52 Responsibility of cattle ranchers in Amazon deforestation
710 seringueiros - aceleram - extrativismo - troca - sob 52 Deforestation and cattle ranching under Bolsonaro's government
711 tulo - reduz - dar - aos - terras 52 Land titling for indigenous communities reduces deforestation in the Amazon
712 sobem - meses - alertas - sobe - alerta 52 Deforestation alerts in Brazilian Amazon
713 julho - aponta - estudo - aumenta - legal 52 Deforestation in the Amazon: Legal Increase in July
714 tropa - atuar - especial - vai - contra 52 Government special forces to combat deforestation in the Amazon
715 advinha - ministro - prev - adivinha - causado 52 Deforestation in the Amazon
716 filme - pata - netflix - boi - document 52 Deforestation in the Amazon and its Impact on Cattle Ranching
717 ministra - senhora - vc - marido - era 52 Political figure's environmental record
718 inventa - desmentido - nimo - caiu - mour 52 Myths and misconceptions about the Amazon rainforest
719 agrofloresta - hectare - rentabilidade - sustenta - semi 52 Economic feasibility of agroforestry in Brazil
720 cran - scandale - disparition - fum - colombie 52 Deforestation in Colombia and Brazil
721 underground - plows - demand - meat - up 51 Global meat demand and its impact on the environment, specifically in Brazil.
722 dengue - malaria - mal - mosquito - mosquitos 51 Disease transmission through mosquitoes in the Amazon region
723 tandatangani - petisi - impedir - explora - via 51 Prevent Deforestation in the Amazon
724 partidos - stf - plano - preven - retomada 51 Political parties demand effective execution of the plan to prevent deforestation in the Amazon
725 doem - puderem - pegando - assinem - ta 51 Forest fires in the Pantanal region
726 sucesso - jn - teve - dez - reduz 51 Success of Brazil in combating deforestation in the Amazon
727 diminui - taxa - meses - ficou - venilsonfer 51 Deforestation rates in the Amazon decrease in months
728 aquece - geleiras - oceanos - congelada - sol 51 Deforestation and its effects on climate change
729 tamanho - leia - sp - quase - legal 51 Deforestation in the Amazon
730 aumento - rela - registrando - altos - detectou 51 Deforestation in the Amazon region
731 detecta - imazon - dois - ibirapuera - equivale 50 Deforestation in Amazon detected by Imazon

Training hyperparameters

  • calculate_probabilities: False
  • language: None
  • low_memory: False
  • min_topic_size: 10
  • n_gram_range: (1, 1)
  • nr_topics: None
  • seed_topic_list: None
  • top_n_words: 10
  • verbose: True
  • zeroshot_min_similarity: 0.7
  • zeroshot_topic_list: None

Framework versions

  • Numpy: 1.25.2
  • HDBSCAN: 0.8.33
  • UMAP: 0.5.6
  • Pandas: 2.0.3
  • Scikit-Learn: 1.2.2
  • Sentence-transformers: 2.7.0
  • Transformers: 4.40.2
  • Numba: 0.58.1
  • Plotly: 5.15.0
  • Python: 3.10.12
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