tweets_deforestation_all_withoutRTorduplicate_new

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_new")

topic_model.get_topic_info()

Topic overview

• Number of topics: 715
• 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 - com	50	Deforestation in the Amazon
0	peti - assine - impedir - explora - via	154206	Stop Deforestation in the Amazon
1	soja - plantar - planta - macron - cerrado	45854	Environmental concerns over Brazilian soy production
2	isso - aqui - mat - quem - essa	12141	Political corruption and its consequences
3	- - - -	8228	"Technology trends and innovations"
4	petition - sign - the - impedir - explora	6290	Stop Deforestation in the Amazon
5	carne - comer - consumo - gado - veganos	5150	Impact of meat consumption on the Amazon rainforest
6	ajudem - ajudar - custa - vamos - vamo	3575	Save the Amazon!
7	ele - presidente - dele - cara - esse	2595	Presidential responsibility for Amazon deforestation
8	tamanho - leia - sp - quase - legal	2412	Deforestation in the Amazon
9	falar - vamos - carne - sobre - na	1973	Deforestation and meat consumption in the Amazon
10	noruega - alemanha - fundo - financiamento - projetos	1960	Funding for environmental projects in Brazil
11	brasil - brasileiro - brasileiros - presidente - mundo	1832	Brazilian President's Handling of Amazon Rainforest Conservation
12	assinem - assinar - assinado - assina - abaixo	1714	Stop Deforestation in the Amazon
13	alertas - batem - alerta - crescem - aumentam	1638	Deforestation alerts in Amazon break records
14	governo - governos - anteriores - atual - culpa	1540	Responsibility for Amazon deforestation
15	zero - serra - governador - poss - promete	1398	Deforestation in the Amazon
16	investidores - empresas - bancos - trilh - banco	1351	Financing of Deforestation in the Amazon
17	uhul - walmart - anunciou - comprar - carne	1302	Walmart's announcement on not purchasing meat from Amazon rainforest deforestation
18	monitorar - lite - sat - monitoramento - lan	1282	Monitoring deforestation in the Amazon using satellite technology
19	diminuiu - cai - diminui - caiu - ritmo	1253	Deforestation in the Amazon decreases
20	manifesta - protesto - contra - protestar - protestos	1236	Protestos contra desmatamento na Amazônia
21	petici - firma - la - impedir - explora	1156	Save the Amazon Rainforest
22	ganha - realidade - prote - dt - florestas	1070	Deforestation alerts in Brazil
23	militares - armadas - militar - for - opera	1056	Military efforts to combat deforestation in the Amazon
24	fogo - queimadas - fuma - chamas - queimada	1050	Deforestation and fires in the Amazon
25	gerando - hora - hectares - era - bolsonaro	862	Deforestation under Bolsonaro administration
26	impedir - explora - via - da - nia	860	Preventing deforestation in the Amazon
27	best - partners - hesitate - raze - loot	829	Deforestation and land exploitation
28	acesse - sabia - hey - saiba - dt	800	Ending deforestation in the Amazon
29	destruction - billions - funds - fires - with	792	Deforestation in Brazil
30	moratorium - soy - moratoria - effective - amazon	758	Soy Moratorium in Brazil
31	desmatamentozero - voltou - crescer - dt - meses	750	Deforestation in the Amazon
32	deixe - continue - absurdo - voltou - crescer	682	Deforestation in the Amazon
33	simples - jeito - entenda - um - via	676	Understanding Deforestation in Simple Terms
34	chuva - chuvas - sudeste - falta - escassez	648	Impact of deforestation on rainfall in Brazil
35	diretor - galv - exonerado - demitido - ricardo	619	"Controversy surrounds ex-INPE director Ricardo Galvão after release of deforestation data"
36	perdeu - perde - km - metros - quil	609	Deforestation in the Amazon
37	pandemia - pandemias - xima - novas - covid	604	Pandemic-related deforestation in the Amazon
38	aquecimento - global - clima - clim - mudan	584	Impact of deforestation on global warming
39	petizione - firma - la - lewat - ednictv	573	Petition to prevent deforestation in the Amazon
40	fundo - dinheiro - projetos - doa - recursos	565	Funding for Amazon conservation projects
41	hypocrisy - talk - put - funding - did	562	Corporate hypocrisy in zero deforestation policies
42	mico - econ - micos - valor - macaco	561	Economic value of deforestation in the Amazon
43	menor - taxa - desde - segunda - registrada	556	Deforestation rates in Brazil
44	mapa - dados - interativo - novos - mapas	551	Real-time maps of deforestation in the Amazon
45	petition - sign - help - save - please	546	Amazon Rainforest Preservation Petition
46	trav - petici - firma - la - impedir	526	Preventing deforestation in the Amazon
47	tamanho - leia - sp - quase - legal	516	Deforestation in the Amazon
48	senado - vice - hamilton - mour - senador	490	Brazilian Senate to discuss deforestation and increase in fires in the Amazon
49	ela - marido - dela - mulher - falando	489	Woman's husband involved in Amazon deforestation
50	triste - chorar - chorando - me - eu	484	Deforestation in the Amazon
51	petici - firma - la - firm - impedir	475	Preventing deforestation in the Amazon
52	prestes - limite - atingir - irrevers - vel	475	Deforestation in the Amazon nearing irreversible limit
53	acabei - juntos - mp - corrup - dizer	470	Combating corruption and deforestation in the Amazon
54	papel - trouxa - tanto - eu - minha	469	Deforestation and paper production
55	recontar - covid - ativistape - floresta - nica	464	Discovery of lost civilizations in the Amazon rainforest during COVID-19 pandemic
56	cumpadi - mant - not - cias - amea	450	Deforestation in the Amazon
57	menor - ndice - registra - taxa - medido	446	Amazon deforestation rates
58	carbono - xido - emiss - atmosfera - absorver	433	Carbon emissions from deforestation in the Amazon
59	ministro - ambiente - meio - salles - ricardo	422	Controversial environmental policies in Brazil
60	bate - recorde - seguido - bateu - consecutivo	422	Deforestation in the Amazon sets new record
61	uhul - walmart - anunciou - comprar - carne	408	Walmart's announcement on not purchasing meat from Amazon rainforest deforestation
62	comemorar - dia - celebrar - comemora - comemorado	387	Celebrating the Amazon rainforest, but with a twist
63	tition - signez - la - impedir - explora	384	Preventing deforestation in the Amazon
64	acabou - agora - boa - existe - sabemos	383	Deforestation in the Amazon
65	genas - ind - demarca - terras - gena	376	Deforestation in Indigenous Territories
66	janeiro - aumenta - mais - em - na	369	Deforestation in the Amazon in January
67	acabar - parar - tarefa - precisamos - luta	368	Stop Deforestation in the Amazon
68	reduzir - incra - combate - ajudado - recente	368	Combating deforestation in the Amazon
69	entrevista - professor - falar - sobre - aula	366	Debate on deforestation in the Amazon
70	km - mil - quil - metros - quadrados	360	Deforestation in the Amazon reaches nearly 1 million square kilometers
71	brasil - portugu - brasileiro - brasileiros - acabando	357	Controversies surrounding Brazilian culture and identity
72	ambiente - meio - ambiental - vigaristas - ambientalismo	353	Environmentalism and activism
73	previa - apoiou - milhares - protegidas - cies	352	Macron's support for Amazon deforestation project
74	pior - ndice - worst - rie - abril	352	Deforestation in the Amazon
75	mercosul - acordo - ue - europeia - uni	352	Environmental concerns in Mercosur-EU trade agreement
76	multas - indeniza - milh - aplicou - somam	341	Environmental fines in Brazil
77	corta - verba - dilma - contra - medi	341	Dilma Rousseff's intervention in the Amazon rainforest
78	abril - ltimos - maior - foi - anos	339	Deforestation in the Amazon in April was the largest in recent years
79	agosto - cai - caiu - entre - maio	334	Deforestation in the Amazon in August
80	firm - petici - la - impedir - explora	334	Preventing deforestation in the Amazon
81	marina - ministra - silva - ela - marido	325	Marina Silva's tenure as Minister of the Environment
82	estuda - sico - desmonte - levar - irrevers	323	Deforestation under Bolsonaro's government
83	aumentou - aumento - incontest - voltadas - inverte	320	Deforestation in the Amazon
84	setembro - cai - segundo - comp - dados	320	Deforestation in September
85	junho - aumenta - aumentou - cresce - cresceu	318	Deforestation in Brazil
86	dilma - corta - verba - cortou - rousseff	318	Dilma Rousseff's presidency and environmental policies
87	cresce - cresceu - final - uol - luizdomingosdeluna	309	Deforestation in the Amazon
88	levantamento - cerrado - desarticula - emdefesadocerrado - piau	304	Deforestation in the Cerrado region
89	google - ferramenta - ajudar - combater - mostrado	301	Google tools for forest monitoring and management
90	aumentou - ano - passado - aumento - anual	299	Deforestation increases annually
91	peti - assine - impedir - explora - da	298	Preventing Deforestation in the Amazon
92	outubro - aumenta - aumentou - aponta - cresce	294	Deforestation in Amazon increases in October
93	anual - taxa - cai - cerrado - metade	291	Deforestation rates in the Cerrado region
94	mar - abril - atinge - entre - km	286	Deforestation in the Amazon
95	atingido - futebol - campos - atinge - estado	286	Deforestation in the Amazon reaches an area of 100 football fields
96	graba - saliendo - quemada - camiones - una	283	Deforestation in the Amazon
97	desmatou - mt - grosso - mato - estado	283	Deforestation in Mato Grosso, Brazil
98	reduzem - combatem - legalizar - lei - degrada	283	Government efforts to reduce deforestation and degredation in the Amazon region
99	sexta - acre - divulgados - prodes - ltima	281	Deforestation rates in Brazil
100	coronav - rus - pandemia - corona - ximo	279	Impact of COVID-19 on Amazonian deforestation
101	papa - francisco - igreja - vaticano - nodo	278	Pope Francis and Amazon rainforest conservation
102	corriam - saudades - puro - estrelas - mpido	275	Loss of natural beauty and environmental degradation under Bolsonaro's presidency
103	fires - fire - forest - burning - amazon	272	Amazon Forest Fires and Deforestation
104	estradas - rodovia - rodovias - estrada - asfaltamento	270	Impact of roads on deforestation in the Amazon
105	imagens - mostram - fotos - lite - trecho	268	Deforestation in the Amazon
106	abril - maior - favorecer - ltimos - pl	266	Deforestation in Amazon in April
107	maio - aumenta - aumentou - compara - cresce	263	Deforestation in May
108	profund - imperdo - devastador - intenso - sofrendo	263	Deforestation and its severe consequences
109	simples - jeito - entenda - youtube - video	260	Understanding Deforestation in Simple Terms
110	year - last - increased - amazon - in	259	Amazon Deforestation Rates
111	opera - todas - suspende - interrompidas - pantanal	257	Environmental policies and regulations in Brazil
112	julho - rela - cresce - mesmo - ao	257	Deforestation in the Amazon in July
113	vacina - vacinas - cloroquina - covid - compra	252	Vaccine controversy in Brazil
114	sobem - seis - alertas - meses - vgncld	251	Deforestation alerts in Amazonia
115	gay - homofobia - lgbt - gays - racismo	245	LGBTQ+ rights and homophobia in Brazil
116	assinar - assinado - assinem - assinaturas - abaixo	245	Protecting the Amazon rainforest through signatures
117	partners - best - raze - loot - hesitate	244	Deforestation and land exploitation
118	fake - news - fakenews - mentiras - mentira	243	Fake News in the Amazon
119	blog - post - arquivo - blogosfera - cidadania	239	Blogosphere and citizen journalism in Brazil
120	vetar - ligados - importa - produtos - fran	239	Deforestation of the Amazon and related products
121	europa - europeus - totalidade - devastou - preocupada	238	European colonialism and environmental destruction
122	principal - pecu - fator - causa - causas	236	Causes of Deforestation in the Amazon
123	detecta - estima - registra - km - inpe	235	Deforestation in the Amazon
124	fund - destruction - billions - fires - with	233	Deforestation in Brazil
125	marca - chega - hist - ria - maior	230	Deforestation in the Amazon reaches record high
126	colours - follow - projeta - rostos - artista	229	Artist's project featuring indigenous faces on tree trunks in the Amazon rainforest
127	aumenta - sinalizam - refere - ano - dado	227	Deforestation in the Amazon increases in one year
128	aumentou - aumenta - brasileira - brasil - deforestaci	227	Deforestation in Brazilian Amazon
129	varia - km - representando - pio - destaque	227	Deforestation in Brazilian Amazon
130	ranking - lidera - par - estado - grosso	225	Deforestation rankings in the Amazon
131	americana - universidade - dobro - registrado - seria	222	Deforestation in the Amazon doubled, according to university study
132	prayforamazonia - peti - assine - impedir - explora	220	Protecting the Amazon Rainforest
133	acumula - mil - indicar - km - estudo	219	Deforestation rates in Amazonia
134	boicote - boicotar - produtos - brit - varejistas	210	Boycott of Brazilian products due to deforestation
135	pf - opera - deflagra - ilegal - mandados	210	Combating Illegal Deforestation in the Amazon
136	puta - merda - pariu - vc - caralho	207	Deforestation in the Amazon
137	aumenta - na - taubate - divulgapiaui - transmaz	206	Deforestation in the Amazon
138	firmam - acordo - firmar - incra - apresentam	206	MPF and INCRAP sign agreement to reduce deforestation in Amazonian settlements
139	iluminattis - congelada - geleiras - farsa - observar	205	Climate Change Denial
140	julho - passado - compara - rela - cresce	204	Growth in July compared to previous years
141	biden - joe - san - micas - eleito	202	Joe Biden and Amazon deforestation
142	peixes - riachos - encolhe - esquenta - pesca	201	Impact of deforestation on fish size in the Amazon
143	partner - bnpparibas - number - burning - world	198	Deforestation partnership with BNPP
144	sights - sets - danger - palm - oil	190	Threats to the Amazon: Brazil's Palm Oil Expansion
145	desmascara - petista - ticos - imprensa - deo	189	Desmantling of Amazonian deforestation exposed by former Petista government minister
146	leonardo - dicaprio - denuncia - avan - nchen	189	Leonardo DiCaprio speaks out against Amazon deforestation
147	please - sign - petition - this - help	189	Save the Amazon Rainforest
148	liga - seca - novo - estudo - pa	189	Deforestation in the Amazon linked to drought
149	af - comprova - argentina - afeta - perda	185	Deforestation in the Amazon affects rainfall in Argentina
150	ong - nova - integrantes - alta - autua	185	Deforestation in the Amazon
151	horizonte - belo - duas - equivalente - perdeu	183	Deforestation in June in Amazonia
152	gases - estufa - emiss - efeito - emissor	181	Deforestation and greenhouse gas emissions in Brazil
153	argentina - comprova - afeta - chuvas - estudo	181	Deforestation in Argentina affects rainfall
154	amazonia - nfts - aroma - cryptoart - sosamazonia	178	Deforestation and CryptoArt in Amazonia
155	televan - registrar - tvonline - volta - siga	177	Legal updates on TV online registration in Brazil
156	bragging - scandal - disappearance - while - massive	175	Environmental scandals: BNP and deforestation
157	faster - burns - another - destroyed - part	175	Amazon rainforest destruction
158	amazoniasos - prayforamazonas - prayforamazonia - prayfortheamazon - amazonrainforest	174	Protecting the Amazon Rainforest
159	registrada - taxa - menor - renova - baixo	174	Deforestation rates in the Amazon
160	divulga - desmate - alta - agora - governo	173	Government announces high desertion rate in Amazon
161	scandal - bragging - disappearance - while - massive	173	BNP's Deforestation Scandal
162	polui - rica - sul - am - ses	171	Deforestation in the Amazon region increases pollution in southern Brazil
163	corrup - irracional - economicamente - estudo - esperado	170	Irresponsible deforestation
164	anuncia - tev - menor - desde - indicam	169	Brazilian government announces reduced deforestation in the Amazon
165	boletim - setembro - alta - aumenta - imazon	169	Deforestation in the Amazon
166	desafiam - madeireiros - ilegais - combate - bbcembora	168	Illegal logging in the Amazon
167	pedir - desculpa - trouxa - meus - quero	168	Responsibility for Amazon deforestation
168	cidade - desmatada - segundo - imazon - cresce	167	Deforestation in the Amazon grows in a year
169	desmentem - autores - citado - temer - onu	165	Desmentem sobre queda na Amazônia
170	apontam - aumentou - aumento - revelam - novos	164	Deforestation in the Amazon
171	extended - extends - moratorium - industry - soy	164	Brazilian soy industry's deforestation moratorium
172	chicken - fed - linked - soya - fast	163	"UK Supermarket Chicken Linked to Deforestation in Brazil"
173	dispara - setembro - agosto - em - na	162	Deforestation in the Amazon increases in August and September
174	futebol - campos - equivalente - minuto - mil	161	Deforestation in the Amazon equivalent to over 100 football fields in May
175	ouro - minera - mining - causado - gold	161	Illegal gold mining causes deforestation and environmental damage in the Amazon
176	tecnologia - tecnologias - ajudam - vigil - combatem	161	Technologies for forest monitoring and conservation in the Amazon
177	divulga - inpe - estima - mundogeo - emiss	161	Deforestation in the Amazon
178	junho - cai - ritmo - caiu - imazon	159	Deforestation in June
179	ciclo - entrar - seca - mortal - pode	159	Ciclo de desmatamento na savana
180	desemprego - desempregados - infla - milh - gasolina	158	Unemployment and environmental issues in Brazil
181	endossar - depender - fran - presidente - diz	158	Brazilian President's Stance on Soy Dependence and Deforestation
182	co - emiss - este - cai - ano	158	Deforestation in the Amazon
183	fhc - argumentos - mil - amazoniasemongs - vejam	157	Desmatamento da Amazônia e responsabilidade governamental
184	regra - confirma - reserva - redd - minc	156	Brazilian government's new forest reserve rule may lead to increased deforestation in the Amazon
185	privada - empresa - contratar - monitorar - edital	152	Government to contract private company for Amazon deforestation monitoring
186	indireto - impulsionam - tricas - hidrel - bbcfloresta	151	Indirect Impacts of Hydroelectric Power Plants on the Amazon Rainforest
187	janeiro - queda - tem - cai - diz	151	Deforestation in Brazil in January, according to government data
188	antibi - resistentes - bact - eros - frigor	150	Antibiotic resistance in the Amazon rainforest
189	climatechange - amazonrainforest - brazil - environment - bancadaruralista	149	Deforestation in the Amazon and its impact on climate change
190	escravo - trabalho - mpt - chefe - usado	149	Labor abuses and exploitation in Brazilian Amazon
191	atrasada - reformar - lbum - fotos - veja	148	Reforming an outdated cattle farm in Amazonia
192	impunidade - crime - rights - humanidade - watch	148	Human Rights Violations in Amazonian Deforestation
193	desafios - brasil - efetiva - caminho - zerar	148	Challenges in Brazilian Amazon for effective policy against deforestation
194	amazoniasinextraccion - indigenouspeoplematter - stopamazonextraction - indigenouslivesmatter - justicefortheamazon	147	Protecting Indigenous Rights and the Amazon Rainforest
195	del - comerciante - beneficiarse - degradaci - masiva	147	Environmental damage and human rights abuses in Amazonian soy and meat production
196	mar - abril - cai - aletas - entre	147	Deforestation in the Amazon during March to April
197	meses - cai - rbr - poupados - em	147	Deforestation in the Amazon region
198	segundo - cresce - imazon - ano - um	147	Deforestation in the Amazon grows in a year according to IMazon
199	jetzt - unterschreiben - impedir - explora - this	146	Stop deforestation in the Amazon
200	evita - mortes - seguro - puc - reduzem	146	Deforestation in the Amazon and its impact on mortality rates
201	atingiu - outubro - quil - metros - quadrados	145	Deforestation in the Amazon reaches 10,000 square kilometers in October
202	impeachmentsalvavidas - panelacoforabolsonaro - flavio - abin - loteamento	145	Political corruption and impeachment in Brazil
203	indicam - setembro - alertas - cresce - inpe	145	Deforestation in the Amazon increases in September, according to INPE alerts
204	vestiram - militantes - frica - protesto - greenpeace	144	Protest against deforestation in the Amazon
205	escudos - xingu - dispara - ltimos - dos	144	Deforestation in Xingu, Brazil
206	tamanho - rtrt - sp - leia - quase	144	Deforestation in the Amazon
207	relaciona - pesquisador - seca - causas - especialistas	143	Causes of drought in the Amazon rainforest
208	palm - oil - danger - sights - sets	142	Amazon rainforest under threat from Brazil's palm oil ambition
209	contesta - den - incra - respons - marina	142	Responsibility for deforestation in the Amazon
210	meta - reduzir - metas - emiss - brasil	141	Brazil's efforts to reduce greenhouse gas emissions
211	fontes - fonte - parab - ns - vaivendo	141	Sources and references
212	balan - confirmam - oficiais - generative - sistema	141	Blockchain-based art and generative systems
213	suspens - anuncia - opera - todas - pantanal	140	Environmental policies in Brazil
214	denunciada - mineradora - dona - contamina - criticar	140	Mineradora noruega denunciada por contaminación
215	renovada - morat - ria - prorrogada - maio	140	Soy moratorium extended for another year
216	needed - preserve - still - shows - study	139	Brazil's Soy Moratorium: Preserving the Amazon
217	sinais - voltar - crescer - reutersong - preliminares	139	Deforestation in the Amazon: Signs of growth and recovery
218	registram - inferior - afirma - pantanal - queda	137	Deforestation in Brazil's Cerrado and Pantanal regions
219	dicaprio - leonardo - desafio - adere - denuncia	137	Leonardo DiCaprio speaks out against deforestation in the Amazon
220	schwarzman - steve - donald - apoiador - impulsiona	137	Political influence of Steve Schwarzman on environmental policies
221	maior - seguido - alto - desde - anos	137	Deforestation in the Amazon at record high
222	baleias - baleia - ca - noruega - matan	137	Hypocrisy in environmental policies: Norway's whaling and deforestation practices
223	federal - cia - combate - busca - deflagrou	137	Federal police combat illegal deforestation in the Amazon
224	setembro - respon - alcan - der - km	137	Deforestation in the Amazon in September
225	triplicar - dizem - cientistas - pode - bolsonaro	136	Deforestation in the Amazon under Bolsonaro's governance
226	tribunal - penal - humanidade - haia - apresentada	136	Environmental crimes and human rights violations in Brazil
227	explode - entre - ingl - ranking - isa	135	Deforestation in the Amazon
228	sad - boletim - imazon - referente - dezembro	135	Referential documents for sadness
229	refer - retorno - pesquisador - ponto - chega	135	Climate change impacts on Brazilian forestry
230	stonehenge - misterioso - revela - disp - pedras	135	Mysterious Stonehenge-like structure discovered in Amazon rainforest
231	advancing - track - researchers - frontier - agricultural	134	Impact of Brazil's Soy Moratorium on Advancing Agricultural Frontiers
232	motivos - preservar - florestas - empregos - piloto	134	Preservation of Brazilian Forests
233	conclusivos - cai - tend - queda - dmjeferson	134	Deforestation in the Amazon
234	detectou - sad - quadrados - quil - metros	133	Deforestation in the Amazon detected by satellite
235	coronavirus - diseases - infectious - next - commentary	133	Amazon Deforestation and Coronavirus Risk
236	mar - sobe - ecoc - ong - bate	133	Deforestation in the Amazon
237	odo - junho - per - mesmo - maior	132	Deforestation in the Amazon in June
238	expedi - viagem - realiza - protestar - haszn	132	Protesting deforestation in the Amazon
239	afetar - fim - fiscaliza - fundo - ibama	131	Fiscalization of Ibama against deforestation
240	moon - ki - ban - mundial - quest	131	Global forest degradation
241	futebol - campos - perdeu - sob - dizem	131	Loss of football fields due to Bolsonaro's policies
242	ganha - realidade - prote - dt - florestas	131	Deforestation alerts in Brazil
243	proporcionalmente - duas - vezes - maior - pesquisador	131	Deforestation in the Cerrado
244	forestation - du - financements - politiques - dites	130	Political hypocrisy in forestation policies
245	prayforamazonia - prayforbrazil - prayforrondonia - saveamazonia - prayforamazonas	130	Protecting the Amazon Rainforest
246	lepera - cleo - luciano - anulastf - rede	130	Deforestation in Brazil under Bolsonaro administration
247	lib - toneladas - co - emiss - milh	127	Deforestation in the Amazon
248	organizado - crime - raquel - semin - corrup	127	Organized Crime in Brazil
249	emergenciaclim - sostenibilidad - aloja - siglo - palmadeaceite	127	Amazon Rainforest Sustainability
250	possui - fun - metodologia - causas - especialistas	127	Causes of drought in the Amazon rainforest
251	foradilma - garraseguros - anta - viva - deixar	126	Insurance and financial services
252	vale - plantada - agroflorestas - superam - pesquisador	126	Agroforestry in Brazil
253	account - unavailable - temporarily - violates - learn	125	Twitter media policy violations
254	monitoramento - ministra - nova - acende - mostra	124	Minister's statement on Amazon deforestation reduction
255	cresce - ano - um - ebc - em	124	Deforestation in the Amazon grows in a year
256	toneladas - recupera - reflorestamento - carbono - castanheiras	124	Carbon emissions from Amazonian deforestation
257	petition - sign - cez - prin - the	123	Protect the Amazon Rainforest
258	sacas - colheita - rr - fecha - bbb	123	Agricultural production in Brazil
259	nima - rcio - criminoso - amea - sociedade	123	Deforestation in the Amazon region
260	volta - crescer - voltou - desapareceram - estica	122	Deforestation in the Amazon
261	incra - coloni - assentamentos - promete - diminuir	121	INCRAPrometeDiminuirEmDesmatamento
262	prayforamazonia - prayforamazonas - prayforamazon - peti - assine	121	Protecting the Amazon Rainforest
263	girafas - girafa - sobra - comem - elefantes	121	Elephants and soy in the Amazon
264	esperar - devem - ministra - desmatada - queda	121	Environmental policy and regulation
265	vigiar - radar - vai - web - barreiras	120	Monitoring Radar Systems in the Amazon Rainforest
266	derrubado - deste - registra - foram - conflict	120	Deforestation in Brazilian Amazon
267	outubro - caiu - ministra - compara - passado	119	Deforestation in the Amazon in October
268	cresce - desde - maior - bate - garimpos	119	Deforestation in the Amazon region increases and sets new records
269	crescem - alertas - legal - vermelho - sidnei	119	Deforestation alerts in Brazil
270	eleitoral - explode - durante - odo - per	118	Electoral issue: Explosive deforestation in the Amazon during the election period
271	dobra - dobrou - quintuplicou - quase - janeiro	118	Deforestation in the Amazon almost doubled in a year
272	meses - cai - comemore - perdas - conseguiu	118	Deforestation in the Amazon in recent months
273	bragging - scandal - disappearance - while - massive	118	BNP's Deforestation Scandal
274	aposta - tribo - google - combater - aplicativo	118	"Tribal App Uses Google Technology to Combat Deforestation in the Amazon"
275	liber - concordou - noruega - pagar - mi	118	Norway agrees to pay Brazil more than $100 million for Amazon deforestation reduction
276	entrega - monitorar - lite - resposta - sat	118	Brazilian satellite monitoring of deforestation
277	sacrificar - eleva - demanda - press - crescimento	118	Demand for meat and soy affects Amazonian growth
278	desflorestamento - cnndomingo - estranhamento - ciberia - assentamentos	118	Deforestation in the Amazon
279	carbon - source - change - climate - linked	117	Amazon rainforest as a carbon source
280	caiu - odo - per - legal - cai	117	Deforestation in the Amazon legal in one year
281	comparativo - extens - imagem - revela - nasa	117	Deforestation in the Amazon compared through historical images
282	protesto - vargas - hrs - ae - avenida	116	Protests in Rio de Janeiro against deforestation in the Amazon
283	perdem - rj - estados - traves - val	116	Deforestation in Rio de Janeiro
284	novembro - mensal - aumenta - rela - mesmo	116	Deforestation in Amazon increases in November
285	drones - drone - estudante - provar - desenvolvido	115	Use of drones in forest monitoring and detection of deforestation in the Amazon
286	desmatam - registrada - levantamento - registra - menor	115	Deforestation rates in the Amazon
287	pecu - causa - lt - strong - gt	115	Deforestation in the Amazon caused by cattle ranching
288	aumentou - passado - ano - momentooeco - cresceu	115	Deforestation in the Amazon increased last year
289	bact - diversidade - emagrecerem - riachos - peixes	115	Impact of deforestation on aquatic biodiversity
290	abastecimento - afetar - diminui - planeta - gua	114	Water resource management and climate change
291	diogo - pontos - ntara - alc - tuffani	113	Deforestation in Brazil
292	firm - trav - petici - la - impedir	113	Preventing deforestation in the Amazon
293	multado - flagrante - ms - pma - produtor	112	"Produtor multado em R$ mil por desmatamento de Cerrado em MS flagrante"
294	roraima - rionorte - hemisf - coladobrasil - amelhorfronteiraagr	112	Agricultural development in Roraima
295	winning - war - saving - bbc - news	112	Deforestation in Amazonia: BBC News Coverage
296	evita - redu - mortes - aeronaves - moderniza	111	Airplane Modernization Program
297	barram - supermercados - brasileiros - carne - suspendem	111	Brazilian supermarkets suspend beef purchases due to deforestation
298	recuperar - div - anual - quer - reas	111	Recovery of Amazonian lands
299	ppcdam - preven - plano - controle - frederico	111	PPCDAM - Plan for preventing and controlling deforestation in the Amazon
300	janeiro - aumenta - imazon - cresce - derrubados	110	Deforestation in the Amazon in January increases
301	radar - orbital - melhorar - novo - fiscaliza	110	New Orbital Radar to Monitor Deforestation in Amazon
302	julho - agosto - cai - entre - legal	110	Deforestation in the Amazon: Legal Causes and Impacts
303	limite - atingir - prestes - irrevers - determinado	109	Deforestation in the Amazon nearing irreversible limit
304	zoios - capela - abestado - abre - reduziram	109	Deforestation of the Amazon and its impact on local wildlife
305	gabinete - crise - anuncia - ministra - disparada	109	Brazilian government's response to deforestation in the Amazon
306	scandal - disappearance - bragging - while - massive	109	Environmental Scandals - BNP and Deforestation
307	quina - move - retorna - esteve - oab	109	Illegal logging in the Amazon
308	imprensa - jornal - jornalismo - validadas - jornais	108	Media coverage of deforestation in the Amazon
309	dezembro - rela - cresce - mesmo - cresceu	108	Deforestation in the Amazon in December
310	atinge - taxa - menor - cai - anos	107	Deforestation in the Amazon reduces tax rate in recent years
311	atingem - bate - semestre - sinais - junho	107	Deforestation alerts in June reach record high
312	dispara - setembro - agosto - segurou - folha	107	Deforestation in the Amazon
313	zerar - conseguiu - desmata - diminuir - quer	107	Government efforts to reduce illegal deforestation in the Amazon
314	carv - coibir - pacto - objetivo - empresas	106	Illegal Deforestation in the Cerrado
315	parlamento - holanda - mercosul - holand - rejeita	105	Rejection of Mercosur agreement by Dutch parliament due to Brazilian government's Amazon deforestation
316	fevereiro - fo - jornaloglobo - deste - cresce	105	Deforestation in Brazil's Amazon region
317	aves - extin - amea - cies - esp	105	Deforestation threatens Amazonian bird species
318	seletivo - detecta - crescimento - minist - meio	105	Deforestation in the Amazon
319	rie - rica - menor - agosto - hist	105	Deforestation in the Amazon since historical records
320	intensifica - fiscaliza - ibama - combater - smasher	105	IBAMa's efforts to combat illegal deforestation in the Amazon
321	brasileira - evolu - estiagem - brasil - biodiversidade	105	Deforestation in Brazilian Amazon
322	demanda - press - externa - carnes - eleva	105	Demand for meat and soy products increases pressure on the Amazon rainforest
323	mostram - sobe - cerim - pal - planalto	105	Deforestation in the Amazon region based on INPE data
324	abril - aponta - cai - entre - junho	104	Deforestation in Brazil's Amazon region during April to July, as reported by INPE
325	ten - leva - apresenta - outubro - taxa	104	Embargo on Amazon deforestation
326	verba - monitorar - falta - lack - prometido	104	Lack of monitoring resources for deforestation in the Cerrado region
327	digo - florestal - proposta - discutem - mudan	104	Proposed forestry reform in Brazil
328	atingiu - desmatada - julho - agosto - cai	104	Deforestation in the Amazon: Legal Cai Diz Inpe Rea Desmatada
329	perde - hora - hectares - avan - florestas	104	Deforestation in the Amazon
330	tweet - retweeted - twitter - detremura - tweets	104	Deforestation in the Brazilian Cerrado
331	afirma - avan - imazon - perseu - abramo	103	Brazilian Amazon deforestation
332	chuvas - afeta - distantes - continente - regime	103	Deforestation in the Amazon affects rainfall across the continent
333	este - maior - aponta - desde - enfraquece	103	Deforestation in the Amazon this year is the largest since the apocalypse
334	chuvas - relacionada - seca - drought - escassez	103	Impact of Drought on Brazilian Rainforest
335	amazonorbolsonaro - amazoniaoubolsonaro - amazonia - amazon - heard	103	Bolsonaro's Amazon policies
336	armyhelptheplanet - peti - assine - armyhelptheplane - impedir	103	"Army's Efforts to Save the Planet"
337	tvonline - siga - tv - online - reutersmaranh	102	Deforestation in the Amazon
338	monitoramento - plantio - resultados - morat - bioma	102	Monitoring soybean farms in the Amazon region
339	chantageia - destr - rainha - pa - selva	102	Leaked Information on Soja Destruction in Amazonia
340	rela - agosto - cresce - mesmo - ao	102	Deforestation in the Amazon in August increases
341	reutersentre - ministra - hist - menor - ria	102	Deforestation in Brazil's Amazon region
342	agrofloresta - hectare - reutersrelat - rentabilidade - carnes	102	Rentabilidade da Agrofloresta
343	menores - ocorre - cerca - reduzir - depois	102	Deforestation in Brazil
344	avan - minist - aponta - rio - territ	102	Deforestation in the Cerrado region of Brazil
345	servidores - nota - ibama - cresce - estimam	101	Deforestation in the Amazon grows in one year, according to IBAM note
346	metade - pela - cai - quase - folhaonline	101	Deforestation in the Amazon
347	criminosas - redes - comandado - hrw - impulsionam	101	Human rights abuses in Amazonian regions controlled by criminal networks
348	quatro - volta - ap - crescer - queda	101	Deforestation in the Amazon
349	drica - crise - energ - sudeste - dricas	101	Climate crisis and deforestation in Brazil
350	bate - meses - recorde - cresce - em	101	Deforestation in the Amazon breaks records and grows in months
351	sos - fiscais - liga - estudo - para	101	Legal aspects of deforestation in the Amazon
352	assentamentos - promete - incra - diminuir - surto	101	Incra's efforts to reduce deforestation in Amazonian settlement areas
353	heleno - manipulados - augusto - ndices - ministro	101	Ministro Augusto Heleno sobre índices de desmatamento na Amazônia
354	publicam - questionar - aberta - manifesto - comemora	100	Scientists question government data on deforestation in Brazil
355	desapropria - disputa - dallagnol - latif - olho	100	Land disputes in the Amazon
356	ditaduranuncamais - porcento - jairbolsonaro - impeachmentdebolsonaro - somos	100	Impeachment of Jair Bolsonaro and environmental issues
357	assinatura - focos - nasa - ndio - inc	100	Deforestation in the Amazon
358	impeachmentsalvavidas - flavio - abin - loteamento - interfer	100	Impeachment and political corruption in Brazil
359	plano - ppcerrado - preven - pretende - controle	99	Environmental policy and regulation in Brazil
360	mar - aumentou - imazon - monitoramento - marina	99	Deforestation in the Amazon
361	somam - mi - erra - temporada - relativo	99	Environmental impacts of deforestation
362	girafa - girafas - desenhou - pintou - elefantes	99	Deforestation and Girafa's Fugitive Journey
363	tchausalles - brasilpedesocorro - ecossistemabrasileiro - terrasp - desmatamentonaamaz	99	Deforestation and its Impacts on the Brazilian Ecosystem
364	desordenada - deixando - ocupa - conserva - efeito	99	Deforestation and its effects on the environment
365	apoiou - previa - milhares - macron - protegidas	98	Macron's support for deforestation project
366	peasant - economy - amazonian - shown - property	98	Illegal land ownership in the Amazon
367	incra - mpf - denuncia - respons - acusa	98	MPF denounces INCRA for responsibility in Amazon deforestation
368	trampascontraelclima - suministro - fabricaci - cadena - llevas	98	Sustainable sourcing of soy in Brazilian agriculture
369	outubro - comparado - cai - novembro - reduz	97	Deforestation in the Amazon in October
370	bioma - extin - cerrado - ritmo - cies	97	Deforestation in the Cerrado biome
371	pas - compara - julho - segundo - rela	97	Deforestation in the Amazon in July
372	registrado - menor - legal - diz - natureza	97	Deforestation in the Amazon: Legal and Regulatory Issues
373	junho - aumenta - cresce - comparado - recuo	97	Deforestation in June
374	chega - setembro - aumenta - km - quil	97	Deforestation in the Amazon increases and reaches km in September
375	igual - perda - mata - sobe - ong	97	Deforestation in the Amazon
376	macronfake - macronliar - fundoeleitoralpraamazonia - campeign - somostodosricardosalles	97	"Fighting Fake Macron and Illegal Deforestation in the Amazon"
377	inflama - retornou - desemprego - economias - juros	97	Economic and Social Impacts of Bolsonaro's Governance in Brazil
378	comercializar - renovada - produzida - desmatamentos - compromisso	96	Commercialization of new soy productions and deforestation
379	tamanho - sp - quase - foi - legal	96	Deforestation in the Amazon
380	perdem - deveriam - cadas - cidades - desafio	96	Deforestation in the Amazon
381	sou - dosbrasileirosedoplanetaterralongedeserdestegoverno - arquivamaia - aamaz - nativa	96	Protection of Native Forests
382	agosto - aumentou - aumenta - inpe - ciencia	96	Deforestation in the Amazon increases in August, according to INPE
383	timesde - arqueol - descobertas - desenhos - gicas	96	Archaeological discoveries in the Amazon rainforest
384	caem - alertas - legal - descapitaliz - impe	95	Deforestation alerts in Brazilian Amazon
385	comprovamos - governos - pt - cresceu - marcelo	95	Deforestation in Brazil under President Marcelo's governments
386	cai - entre - desorganizada - problemagrave - tmo	95	Deforestation in the Amazon
387	diminuiu - ltima - cada - legal - ebc	95	Deforestation in Brazil
388	oito - alem - caiu - estudo - anos	95	Deforestation in the Amazon reduced by 8 years, according to study
389	repassa - prev - us - verba - noruega	95	Norway returns USD millions to Brazil due to deforestation
390	subiu - alerta - ong - brasileira - terra	95	Deforestation in Brazilian Amazon raises alarm from NGOs
391	bulldozed - changed - everything - then - ago	95	Deforestation of the Amazon
392	neste - dispara - chega - dois - quase	95	Deforestation in the Amazon region
393	fevereiro - aumentou - legal - febrero - aumenta	94	Deforestation increases in Amazon legal area in February
394	registra - maio - hist - taxa - ria	94	Deforestation in the Amazon
395	cai - caiu - contram - mexeu - queda	94	Deforestation in the Amazon
396	cedo - dobra - marca - dez - pior	93	Deforestation in the Amazon
397	irrepar - recupera - especialista - perda - ambiental	93	Deforestation and environmental recovery
398	comparada - dobro - quebra - natureza - janeiro	93	Deforestation alerts in the Amazon
399	culpa - culpados - culpado - culpar - pelo	93	Responsibility for Amazon deforestation
400	curva - fora - sinal - inclui - ponto	93	Out-of-control curve point
401	registrada - derrubada - bras - rvores - lia	93	Deforestation in Brazil
402	madeira - compram - compra - ses - criticam	93	Illegal logging in the Amazon
403	estuda - bbc - sico - desmonte - levar	92	Deforestation in Brazil under Bolsonaro's government
404	setembro - cresce - cartacapital - rea - segundo	92	Deforestation in the Amazon in September
405	etanol - montadoras - manchar - impulsionar - europeias	92	Ethanol industry's environmental impact
406	espaciais - pesquisas - instituto - nacional - cresceu	92	Deforestation rates in Brazil's Amazon region
407	odo - junho - per - rela - quase	92	Deforestation in the Amazon in June
408	aumentou - hello - independente - isto - aumenta	92	Deforestation in the Amazon
409	impedir - explora - assintura - prin - eficazes	92	Preventing deforestation in the Amazon
410	filme - tvonline - tv - co - emiss	92	Media coverage of environmental issues in Brazil
411	justa - saia - doador - visita - temer	92	Deforestation in Norway
412	continua - segue - vapor - lideres - enquanto	91	Deforestation in the Amazon continues
413	greenpeace - letreiro - ina - denuncia - estorninosaporkaka	91	Greenpeace campaign against Amazon deforestation
414	ilegal - bnc - fruto - ltima - madeira	91	Illegal deforestation in the Amazon
415	microsoft - artificial - intelig - previsia - ferramenta	91	Microsoft Previsia AI Platform for Amazon Rainforest Monitoring
416	seguran - nacional - combater - for - ativid	90	Combating illegal deforestation in the Amazon
417	deforestation - choc - dari - incluyen - amazonia	90	Deforestation in the Amazon and other regions, including choc and dari, affecting the environment and local communities.
418	atrapalhar - acusam - fiscais - militares - combate	90	Military involvement in deforestation
419	menor - lowest - taxa - registra - thru	90	Brazil achieves lowest deforestation rate in years
420	aceit - mour - contrariando - nimo - al	89	Deforestation in the Amazon region
421	dinossauros - corriam - puro - estrelas - brilhavam	89	Lost paradise of a pristine past
422	perde - desde - km - maior - floresta	89	Deforestation in the Amazon
423	petici - firma - amazonasenllamas - amazonas - prayforamazonas	89	Protecting the Amazon Rainforest
424	sobe - natureza - meses - ltimos - ong	89	Deforestation in the Amazon
425	financiar - acusa - lula - ong - bbc	89	Lula government accused of indirectly financing Amazon deforestation through BNDES
426	ministra - ditos - izabella - anuncia - dados	89	Minister announces data on deforestation in the Cerrado and Amazon
427	raquel - organizado - afirma - crime - respons	88	Organized Crime and Deforestation in the Amazon
428	brian - assumam - mier - estimulando - estar	88	Deforestation in Brazil under Bolsonaro's administration
429	terraviva - discutido - cop - sustent - ampliaram	88	Deforestation in the Amazon
430	soy - companies - tackle - cerradomanifesto - initiative	88	Companies' efforts to reduce soy-driven deforestation in Brazil's Cerrado region through the Cerrado Manifesto initiative.
431	tratora - retardo - prevarica - precoce - tratamento	88	"Government Incompetence in Healthcare: Bolsonaro's Impact"
432	dobra - recursos - combater - salles - dobrar	88	Government efforts to combat deforestation in the Amazon
433	alegre - segura - preocupante - porto - estimativa	87	Deforestation in the Amazon region
434	cai - ano - legal - um - protetores	87	Deforestation in the Amazon
435	setembro - feedbrasil - governa - realizado - agosto	87	Deforestation in Brazil's Amazon region
436	motivos - futuro - ado - dispara - entenda	87	Deforestation in the Amazon: Understanding the Motivations and Future of the Forest
437	escudos - xingu - principais - dispara - dos	87	Deforestation in the Xingu River Basin
438	abandonar - macron - salvar - europa - precisa	86	Macron urges Europe to abandon Brazilian soy to save the Amazon
439	trico - apag - risco - crescer - el	86	Deforestation in Brazil
440	tecnologias - ajudam - vigil - sete - desflorestamento	86	Use of technology in controlling deforestation in the Amazon in seven years
441	boicote - plantio - atualizada - empresas - aumenta	85	Soya plantation in Amazon rainforest despite company boycotts
442	afetou - degradadas - desmate - mt - solu	85	Affect of soy on Amazon deforestation
443	justi - denuncia - incra - mpf - exonerada	85	MPF denounces INCRA's responsibility for Amazon deforestation
444	ritmo - anuncia - siga - online - tvonline	85	Online TV coverage of football matches
445	lbum - equivale - lise - fotos - vezes	85	Deforestation in the Amazon
446	cai - ano - legal - olhar - direto	85	Deforestation in the Amazon legal in one year
447	retalia - mulo - corta - verba - alemanha	84	Brazil-Germany relations and environmental issues
448	televis - satiriza - humor - criticando - hor	84	Satirical television program criticizing Brazilian government's environmental policies and deforestation in the Amazon
449	oficiais - temperatures - apontam - biologically - amazaon	84	Deforestation in the Amazon Cerrado region affecting temperature levels
450	caiu - motivado - desapareceu - incid - cai	84	Deforestation in the Amazon
451	hashtag - twitter - instagram - tweet - hashtags	84	Influencers and Hashtags in Social Media
452	dilmacadeodinheirodopovo - daehyun - eptv - hithotbr - ka	84	Deforestation in the Amazon
453	cerveja - colorado - pre - barril - lvora	84	Cerveja Colorada: Preços Variaveis por Desmatamento
454	sofreram - degrada - fica - ong - mil	84	Deforestation in the Amazon
455	cinco - vezes - perdeu - quil - maio	83	Deforestation in Brazil
456	conectadonoplaneta - sepultura - somosamaz - florestaamaz - fique	83	Protecting the Amazon rainforest and its indigenous communities
457	combatem - internet - usando - ndios - notebooks	83	Indigenous use of the internet to combat deforestation in the Amazon
458	digo - florestal - novo - cresce - pseudob	83	Deforestation in the Amazon
459	feita - quadrados - compara - cai - entre	83	Deforestation in the Amazon
460	messias - rep - blica - jair - candidato	83	Jair Bolsonaro's presidency and environmental policies
461	pequenas - lbum - propriedades - tornar - fotos	83	Decorating Small Properties with Sustainable Materials
462	tank - went - fields - water - vital	83	Deforestation in Brazil's Cerrado region and its impact on water resources
463	perde - hora - hectares - avan - florestas	82	Deforestation in Brazil
464	comercializar - prorroga - moratoria - renewed - indefinitely	82	Brazil extends soy commercialization moratorium in Amazon
465	fase - controle - plano - nova - este	81	Deforestation control plan in the Amazon
466	metas - apresenta - plano - reduzir - disregarded	81	Government plan to reduce deforestation in the Amazon
467	repress - seguran - blica - autoriza - nacional	81	Combating Illegal Deforestation
468	detecta - imazon - agosto - aumento - agencia	81	Deforestation in the Amazon in August
469	prever - interoce - rasga - rodovia - toman	80	Deforestation in the Amazon rainforest
470	presidenta - destaca - oito - denunciam - maranhense	80	Dilma Rousseff on deforestation in Amazon
471	conacer - contribui - re - evitar - ne	80	Conservation efforts in Brazilian savannah
472	maia - zeraria - ideia - concretas - passa	80	Bolsonaro's stance on Amazon deforestation
473	economia - empregos - renda - emprego - economico	80	Economic impact of deforestation in the Amazon
474	alcan - taxa - menor - cai - anos	80	Deforestation in the Amazon and tax rates
475	bate - recorde - brasileira - atinge - abril	80	Deforestation in Brazil reaches record high in April
476	simples - jeito - entenda - um - seriu	80	Understanding Deforestation in Simple Terms
477	supermercados - boicote - alem - pede - supermercado	79	Boycott of German supermarkets in Brazil due to Amazon deforestation
478	registra - maior - anual - desde - taxa	79	Deforestation rates in Brazil
479	rec - filme - tvonline - cultivo - desmatadas	79	Deforestation and Soya Farming in the Amazon
480	imagem - revela - nasa - divulga - rica	79	Deforestation in the Amazon revealed through historical NASA images
481	distantes - afeta - chuvas - ses - estudo	79	Deforestation in Alagoas affects rainfall in distant areas, according to study
482	partner - bankofamerica - bofa - number - burning	79	Deforestation partnership with Bank of America
483	calor - extremo - expor - brasileiros - milh	78	Impact of deforestation on Brazilian climate
484	perto - chega - sobe - mil - estad	78	Deforestation in the Amazon observed at record high in recent years
485	aw - tribo - brit - gojira - amea	78	Illegal deforestation threatens indigenous tribe
486	desmatadas - duas - paulo - semestre - estadao	78	Deforestation in Brazil
487	abelhas - nativas - renda - gera - cria	78	Beekeeping in the Amazon
488	novembro - cresce - aponta - guinada - inpe	77	Deforestation in Amazon grows in November
489	metade - cies - esp - rvores - amea	77	Deforestation in the Amazon
490	fevereiro - atingiu - km - agencia - msn	77	Deforestation in Amazon reaches record high in February
491	ocorre - internautas - estende - vizinhos - pergunta	77	Deforestation in Brazil
492	preliminares - indicam - vios - queda - recorde	77	Deforestation in the Amazon
493	vale - biodiversidade - nobre - vozes - defende	77	Defending biodiversity in the Amazon
494	prayforamazonas - peti - assine - impedir - explora	76	Protecting the Amazon Rainforest
495	divulga - imazon - degrada - boletim - florestal	76	Amazon Deforestation and Degradation
496	cresce - legal - maracaju - speed - registradas	76	Deforestation in Brazilian Amazon
497	errados - dados - imprecisos - cresceu - falsos	76	Controversy over deforestation data in Brazil
498	quil - metros - perdeu - mar - abril	76	Deforestation in the Amazon
499	fracassam - miss - militares - conter - receberam	76	Military efforts to contain deforestation in the Amazon
500	paralisar - falta - salles - recursos - verba	75	Urgent need for resources to combat deforestation in the Amazon
501	check - latest - article - thanks - edition	75	Deforestation in Brazil
502	erramos - rebate - divulga - pecu - encobrem	75	Deforestation in the Amazon caused by cattle ranching
503	agosto - cai - primeirojornal - em - na	75	Deforestation in the Amazon in August
504	unidades - conserva - cresce - mostram - lite	75	Deforestation in Amazonian conservation units
505	armyhelptheplanet - escudo - virtual - consci - armysavetheplanet	74	"Army Helps the Planet"
506	garraseguros - novas - menor - registra - unidades	74	Brazilian government announces lower deforestation rate and new conservation units
507	explode - dobro - anterior - quase - explodiu	74	Deforestation in Brazil
508	repost - instagood - hbo - instamood - mfa	74	Deforestation in Brazil
509	assinem - manas - peti - assine - galera	74	Protecting the Amazon rainforest
510	antecipadamente - avisa - far - opera - onde	74	Environmental Sustainability: Ibama's Efforts Against Deforestation in the Amazon
511	supera - julho - cai - anual - compara	74	Deforestation in the Amazon in July
512	pirulla - abaixo - nasa - dia - hil	73	Deforestation in the Amazon
513	metros - quadrados - quil - foram - derrubados	73	Deforestation in Brazil
514	aves - borboletas - extin - risco - parrototd	73	Threats to Amazonian bird species due to deforestation
515	minera - respons - entre - foi - vel	73	Deforestation in the Amazon
516	reduced - dramatically - moratorium - soy - brazil	73	Brazil's Soy Moratorium and Deforestation Reduction
517	portas - ampliar - abre - congresso - para	72	Expansion of deforestation in the Amazon
518	chega - quarto - devastada - aumenta - km	72	Deforestation in the Amazon increases and reaches km
519	fevereiro - aumentou - legal - uol - abc	72	Deforestation in Brazil's Amazon region in February
520	agosto - julho - quase - cresce - entre	72	Deforestation in the Amazon grows almost between August and July, according to INPE
521	estimam - triplicar - cen - cientistas - pode	72	Deforestation in the Amazon under Bolsonaro administration
522	bife - prato - explica - seu - como	72	Deforestation and beef consumption
523	julho - tend - anual - diminui - atuam	72	Deforestation in the Amazon: Annual increase despite July decrease
524	mentira - verde - grande - al - destrui	71	Environmental destruction through greenwashing
525	publico - incra - federal - minist - aponta	71	Brazilian government responsibility for Amazon deforestation
526	mpf - temer - anuncia - veis - respons	71	Temer's government announces responsibility for illegal deforestation in the Amazon
527	rvio - impedir - porfa - explora - nilto	71	Protecting the Amazon Rainforest
528	seca - sudeste - chuca - causada - centro	70	Deforestation in the Amazon region causing drought in the southeast
529	impeachment - impeachmentbolsonaro - impeachmentbolsonarourgente - pedidos - impeach	70	Impeachment of Bolsonaro and its impact on Amazonian deforestation
530	relat - cocaine - ilegal - bolivia - drugcartels	70	Drug cartels and illegal activities in the Amazon rainforest
531	ministra - izabella - teixeira - aumentou - assegura	70	Minister Izabella Teixeira on deforestation in the Amazon
532	comenta - ministra - ambiente - meio - dados	69	Environmental policies and comments by Minister Isabella Teixeira on deforestation in the Cerrado region.
533	novembro - monito - alta - refere - imazon	69	Deforestation in the Amazon in November
534	oculto - patrocina - sos - fiscais - dinheiro	69	Illegal financial activities in the Amazon
535	gelada - mentira - aquecimento - fosse - global	68	Climate change denial
536	bater - volta - recorde - cresce - folha	68	Deforestation in the Amazon
537	friends - share - with - uol - folha	68	Deforestation in the Amazon
538	tamanho - sp - quase - cias - legal	68	Deforestation in the Amazon
539	junho - aumentou - imazon - diz - vemprarua	68	Deforestation in Amazon increases in June
540	deslocamento - causou - aves - morte - milh	68	Deforestation in the Amazon causes bird deaths/displacement
541	recorrente - exposto - perde - hora - hectares	68	Deforestation in the Amazon region
542	registrar - volta - cresceu - passado - agosto	68	Deforestation in the Amazon
543	petici - firmen - firma - firmate - petizione	68	Petition to prevent deforestation in the Amazon
544	caem - alertas - legal - permanecem - inaceit	67	Deforestation alerts in Brazilian Amazon
545	agu - cobra - bilh - legal - infratores	67	Illegal deforestation in the Amazon
546	przez - petition - sign - the - ctvom	67	Petition for Amazon rainforest conservation
547	vig - conto - escala - planet - pan	67	Deforestation in the Amazon
548	fascista - fascismo - nazista - infralegal - esconder	67	Fascist and Nazi Influences in Brazilian Politics
549	frigor - ficos - zerar - ajudar - reduziu	67	Frigorificos podem ajudar a reduzir desmatamento na Amazônia
550	apontou - apresentou - amap - quil - quadrados	67	Deforestation in Brazil
551	found - massive - brazil - deforestation - in	67	Deforestation in Brazil's Cerrado
552	detectou - imazon - quil - metros - quadrados	67	Deforestation in the Amazon detected by Imazon
553	companhia - conter - ambientais - opera - ter	66	Environmental consulting services
554	obrasilfelizdenovo - oambiental - agroneg - prote - cio	66	Climate change and environmental protection in agriculture
555	calor - frio - inverno - infernal - quente	66	Impact of deforestation on climate
556	bbc - mentira - verde - news - grande	66	Deforestation in Brazil
557	desaba - vira - boa - nova - andinos	66	Deforestation in the Amazon
558	dodge - organizado - raquel - crime - respons	65	Organized Crime and Deforestation in the Amazon
559	ibama - opera - realiza - inicia - megaopera	65	Brazilian government's efforts to combat deforestation in the Amazon
560	desarticula - quadrilha - grilagem - grge - opera	65	Deforestation and Grilagem in the Amazon
561	camiones - quemada - saliendo - con - una	65	Transportation of soy from Amazon to Quemada through Portuario
562	armyhelptheplanet - petition - sign - armysavetheplanet - save	65	Save the Amazon Rainforest
563	traders - commodity - food - associated - region	65	Big Food Companies Urge Commodity Traders to Avoid Deforestation in Brazil
564	agosto - cresce - rela - novembro - catarinense	65	Deforestation in Brazil's Amazon region in August increases
565	saved - corporate - pledges - won - he	65	Corporate pledges to save Brazil's Cerrado forests
566	proposta - diretor - digo - florestal - mudan	65	Proposed forestry law increases deforestation in Amazon, says Ibama director
567	decreta - escrevo - prezado - armadas - deputado	65	Illegal deforestation in Brazil
568	emiss - desarticula - quadrilha - cai - pf	64	Deforestation in the Amazon
569	financeira - debates - cita - debate - trump	64	Biden's stance on Amazon rainforest deforestation and financial aid to Brazil during presidential debates
570	alerta - echos - jornal - aumento - denuncia	64	Deforestation in the Amazon
571	copia - proposta - pt - contra - ressuscitar	64	Bolsonaro's environmental policies
572	huelgamundialporelcambioclim - ceniza - reduciendo - rojas - tienen	64	Deforestation and its Impact on Climate Change
573	sofre - crescente - consecutivo - degrada - aumentou	64	Deforestation and its consequences
574	mercosul - ratificar - acordo - ue - merkel	63	Germany may not ratify Mercosur agreement due to Amazon deforestation concerns
575	falhas - gest - press - protegidas - reas	63	Deforestation in the Amazon: Study Finds Management Failures
576	celulares - antigos - google - usa - smartphones	63	Google uses old smartphones to monitor deforestation in Amazon
577	philip - emiss - fearnside - paulo - impulsiona	63	Deforestation in the Amazon
578	amazoniasos - amazoniaemchamas - amazoniaenossa - amazonialife - amazoniabrasileira	63	Protecting the Amazon Rainforest
579	aumentar - imazon - estudo - amozonia - vai	63	Deforestation in the Amazon
580	bife - prato - explica - garantida - seu	63	Deforestation and the beef industry
581	coopera - tratado - organiza - pretende - monitorar	63	Monitoring deforestation in the Amazon
582	winning - war - saving - on - deforestation	63	Protecting Amazonia: The War on Deforestation
583	gases - emiss - reduziu - estufa - redu	62	Reducing greenhouse gas emissions through deforestation prevention
584	ig - passado - cresce - ano - rela	62	Deforestation in the Amazon increases yearly
585	mitos - rostos - projeta - verdades - artista	62	Myths and Truths of Indigenous Culture
586	registrado - perdeu - menor - agosto - entre	62	Deforestation in Brazil
587	stop - amazonia - sustainableamazonnetwork - stopping - need	62	Protecting the Amazon Rainforest
588	velho - porto - pio - munic - frien	62	Deforestation in Porto Velho, Brazil
589	temperatura - elevar - pode - aumentar - temperature	62	Deforestation and temperature increase
590	combat - causas - lo - como - inimigos	61	Deforestation in the Amazon: Causes and Combating Strategies
591	diminui - meses - taxa - recuou - onze	61	Deforestation rates in the Amazon decrease in months
592	reuters - paulo - avan - destrui - aumentou	61	Deforestation in the Amazon
593	coibir - manda - autoriza - general - dentro	61	Deforestation policies under Bolsonaro
594	custo - custar - hectare - caro - milh	60	Cost of deforestation in the Amazon
595	lobo - guar - dula - ilustrar - escolhido	60	Wolves in the Cerrado
596	cresce - ano - um - em - sbtbrasil	60	Deforestation in Brazil
597	estadoimagens - ag - lite - mostram - cai	60	Deforestation in the Amazon
598	reduz - reduziu - dez - tedxm - gilberto	60	Brazil reduces deforestation in the Amazon
599	sobe - ong - meses - ltimos - nos	60	Deforestation in the Amazon revealed through social media
600	segundo - cai - bimestre - entre - inpe	60	Deforestation in the Amazon
601	cai - inpe - legal - diz - respeitado	60	Deforestation in the Amazon: Legal and Regulatory Aspects
602	saltou - gisele - ndchen - chora - queria	60	Gisele Bündchen speaks out against deforestation in the Amazon
603	flagra - avi - feito - ibama - folha	60	Deforestation in the Amazon
604	isa - triplo - genas - terras - ind	60	Deforestation in Brazilian Indigenous Lands
605	semestre - primeiro - mostra - ltimos - imazon	60	Deforestation in Brazil
606	tulo - reduz - dar - aos - terras	60	Land titling for indigenous communities in Brazil
607	novembro - imazon - aumentou - mensal - bateu	60	Amazon deforestation increases in November
608	noruegu - sucesso - estagnado - reconhece - relat	60	Success of Brazil's efforts to combat deforestation in the Amazon
609	seis - bate - mar - recorde - ltimos	60	Deforestation in the Amazon breaks records
610	agentes - ataques - ibama - explos - equipes	60	Attacks on environmental agents in Brazil
611	animalplanet - salvalaselva - savehabitat - sosanimals - deforestacion	59	Deforestation in the Amazon and its impact on wildlife
612	acumulado - instituto - natureza - aumentou - meses	59	Deforestation in the Amazon increases accumulation over months, according to Institute of Nature.
613	prop - stria - zero - partiu - mpf	59	Zero deforestation agreement for meat industry in Brazil
614	futebol - motivos - campos - tema - tend	59	Deforestation in the Amazon: Motivations and Concerns
615	verbete - ecossistemabrasileiro - terrasp - desmatamentonaamaz - blicas	59	Deforestation in Brazil
616	office - grileiro - home - abril - sudr	59	Deforestation in the Amazon grows in April, laments grileiro
617	cresce - indica - neste - meses - aponta	59	Deforestation in the Amazon region
618	verde - opera - repressivas - preventivas - informativo	59	Environmental law enforcement in Brazil
619	fevereiro - instituto - cresce - diz - dilmapedeprasair	59	Deforestation in Brazil in February according to institute
620	nova - alta - regi - divulgada - nica	59	Deforestation in the Amazon region
621	policial - fant - exibir - domingo - stico	59	Police operation against deforestation in the Amazon on Sunday
622	aumentar - estudo - atestaram - vai - cidades	59	Deforestation in the Amazon to increase
623	cresce - iirsa - jornaldacbn - okariri - russa	58	Deforestation in the Amazon
624	far - opera - reduzir - ibama - fiscaliza	58	IBAM Far Fiscalization to Reduce Deforestation in the Amazon
625	bl - wwf - embora - relat - perdeu	58	Dilma Rousseff's environmental policies
626	filme - pata - boi - filmes - sob	58	Deforestation in the Amazon and its connection to cattle ranching
627	minist - cai - quase - rio - ano	58	Deforestation in the Amazon
628	novembro - sobe - janeiro - entre - intervalo	58	Deforestation in the Amazon during November and January
629	pecu - respons - pesquisadora - ria - vel	58	Responsibility of cattle ranching in Amazon deforestation
630	isolado - analistas - veem - reais - crise	58	Brazil's economic and social challenges during COVID-19 pandemic
631	anuncia - ministra - ilegal - contra - camposrep	58	Brazilian government takes action against illegal deforestation in the Amazon
632	checa - confere - prato - plataforma - uol	58	Deforestation in Brazil under Bolsonaro administration
633	pe - alimentos - produzir - poss - desmatar	58	Agricultural production in the Amazon rainforest
634	senten - demorar - processo - faz - ter	58	Deforestation in the Amazon
635	transforma - ltimas - motosserras - cadas - outras	57	Deforestation in the Amazon and other regions
636	dificulta - produtos - europeus - compra - compras	57	Difficulty purchasing European products in Brazil
637	fatura - cobra - afetar - acumulado - clima	57	Deforestation and its impact on climate change
638	underground - plows - demand - meat - up	57	Global meat demand and its impact on the environment, specifically in Brazil.
639	saving - winning - war - bbc - news	57	Saving Amazonia: BBC News Story
640	envolvimento - dallagnol - reportagens - ggn - revelam	56	Dallagnol's involvement in deforestation and land grabbing in the Amazon
641	sobe - setembro - at - ano - inpe	56	Deforestation in the Amazon
642	segundo - imazon - cresce - ano - um	56	Deforestation in the Amazon
643	liga - europa - empresas - eua - ong	56	Businesses and environmental organizations in Europe and the US advocating against deforestation in the Amazon
644	afirma - ong - avan - andam - viol	55	Ong's statement on deforestation in the Amazon
645	guedes - gatilho - puxa - hipocrisia - carlos	55	Carlos Guedes' critique of hypocrisy in deforestation
646	esperar - siga - online - tvonline - suspeitas	55	Fake news or false message
647	anderson - legal - boletim - costa - sobe	55	Deforestation in the Amazon: Legal Perspectives
648	discovered - massive - found - region - brazil	55	Deforestation in Brazil's Cerrado region
649	hattem - marcel - perfeito - resumo - partid	55	Marcel Van Hattem's Perfect Resume
650	amazonia - defloresta - landrights - kkkkkkkkkkk - panela	55	Deforestation in the Amazon
651	deflagra - df - pf - estados - opera	55	Illegal Deforestation in the Amazon
652	street - art - artista - primeira - pelas	55	Street Artist Creates First Piece in Amazon Against Deforestation and Indigenous Rights
653	prejud - interrompa - suzano - ma - atua	55	MPF demands Suzano stop deforestation in the Cerrado
654	dobra - planta - desmatada - rea - diz	55	Deforestation and Soybean Plantations in the Amazon
655	peti - assine - impedir - explora - rapidinho	55	Preventing Deforestation in the Amazon
656	cresce - ano - inpe - diz - cresceu	55	Deforestation in the Amazon
657	pandemia - aproveitar - passar - ministro - momento	55	"Minister's plan to exploit pandemic for cattle ranching"
658	junho - maior - anos - aponta - desmataram	55	Deforestation in June
659	paribas - bnp - restrictive - policy - financiar	55	BNP Paribas' policy on deforestation in Amazon and Cerrado regions
660	mensal - agosto - julho - desde - maior	55	Deforestation in Brazil's Amazon region
661	fronteira - rr - contido - agropecu - ltima	55	Expansion of Agro-Pecuary Frontier
662	gerando - hora - hectares - era - ocultar	55	Deforestation under Bolsonaro's presidency
663	protesta - nua - mulher - ma - sensual	54	Sensual Women's Protest
664	epidemia - dico - xima - caminho - alerta	54	Possible Pandemic: Xima Epidemia
665	universidade - volta - dobro - crescer - janeiro	54	Deforestation in the Amazon doubles according to University of the United States
666	confirma - reutersde - quar - divulgados - nesta	54	Deforestation in Brazil
667	atinge - sobe - mil - km - eleicoesal	54	Deforestation in Alagoas, Brazil
668	mt - imazon - aumenta - operacaobetalab - mato	54	Deforestation in the Amazon legalizes land clearing
669	bernie - sanders - democratas - senadores - acusam	54	Brazilian Amazon deforestation controversy
670	antipetista - cruzada - estimula - jn - compara	54	Antipetista Cruzada: Lula vs Bolsonaro
671	sacas - tvonline - colheita - rr - fecha	54	Agroindustrial production in Brazil
672	lon - umedecer - ajudariam - argentina - afeta	54	Deforestation in Argentina affects rainfall
673	dispara - sob - cresce - bolsonaro - flamengo	53	Amazon rainforest fires under Bolsonaro's presidency
674	economist - economista - revista - edi - dedicada	53	Deforestation in the Amazon and its global impact
675	minist - setembro - aponta - queda - rio	53	Rio Ministry reports decline in Amazon deforestation in September
676	setembro - aumentou - subiu - mostram - nove	53	Deforestation in September
677	setemb - atingiu - fevereiro - outubro - ndio	53	Deforestation in the Amazon
678	peru - limpada - cresceu - frente - aos	53	Deforestation in Peru
679	plantas - extin - levar - cies - esp	53	Deforestation of the Cerrado and its impact on plant species
680	julho - menor - ano - um - curtii	53	Deforestation in the Amazon in July
681	expressivo - acusa - imazon - aumento - detec	53	Deforestation in the Amazon
682	fungo - melhora - plantada - desenvolvimento - bioma	53	Fungi-based soil amendments for improving soybean growth and development
683	poluem - ricos - quanto - tanto - ses	53	Deforestation and wealth inequality in Brazil
684	envolverde - registra - ag - maio - hist	53	Deforestation in Brazil
685	bimestre - primeiro - atinge - aponta - km	53	Deforestation in Brazil's Amazon region
686	microbiana - homogeneiza - bact - diversidade - solo	53	Microbial diversity in soil
687	outubro - aumentou - segundo - imazon - km	53	Deforestation in the Amazon in October
688	marketing - corporativo - solu - morat - ou	53	Marketing Leaks: Corporate Disclosures Uncovered
689	pesca - produtividade - evita - associa - mortes	53	Impact of deforestation on fish productivity in the Amazon
690	reagem - cientistas - atestam - liderada - cr	53	Criticism of Bolsonaro's environmental policies
691	congelamento - polos - geleiras - reflorestar - descongelada	52	Causes and effects of global cooling in polar regions
692	dev - disparou - dois - sete - devasta	52	Deforestation in the Amazon in August and September increases devastation
693	cala - comemora - quatro - esquerda - menor	52	Government celebrates leftward shift in Amazon deforestation reduction
694	exportar - receber - san - pretende - vitoriosa	52	Brazil plans to export technology to combat deforestation in the Amazon
695	jornalismo - curso - rastro - ambientais - inscri	52	Journalism Course on Environmental Data
696	taxa - aumenta - ano - legal - um	52	Deforestation rates in the Amazon legal region increase over time
697	multinacionais - couro - boicotar - querem - carne	51	Multinational companies seek to boycott Brazilian leather and meat products due to animal welfare concerns.
698	aumento - rela - registrando - altos - odo	51	Deforestation in the Amazon region
699	novembro - dispara - sobe - totalizou - mais	51	Deforestation in Brazil's Amazon region increases in November
700	sobe - ong - alerta - brasileira - imazon	51	Deforestation in Brazilian Amazon raises alarm from NGOs
701	tandatangani - petisi - impedir - explora - via	51	Prevent Deforestation in the Amazon
702	campanha - pede - apoio - greenpeace - zero	51	Greenpeace campaign for zero deforestation in the Amazon
703	passa - aponta - natureza - mil - cresce	51	Deforestation in the Amazon
704	dispara - setembro - agosto - em - na	51	Deforestation in the Amazon during August and September
705	tcu - avaliar - programa - amazonas - lan	51	Environmental monitoring and prevention in the Amazon
706	proibir - menos - pelo - anos - por	51	Prohibition of deforestation in the Amazon for at least years
707	macronlies - macron - crita - hip - macronliar	51	Political satire and misinformation surrounding Macron
708	pauloembora - ig - bimestre - dois - ltimo	51	Deforestation in the Amazon
709	aquece - geleiras - oceanos - congelada - sol	51	Deforestation and its effects on climate change
710	julho - imazon - cai - segundo - legal	51	Deforestation in the Amazon in July according to IMAZON
711	soft - forum - scf - traceability - commodities	50	Transparent Soy Supply Chain Initiative
712	abril - aponta - aumenta - cresceu - jornaldarecord	50	Deforestation in the Amazon increases in April
713	vamos - nossa - unirem - foco - xviii	50	Protection of Brazilian Patrimony

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