Dados e Analytics com IAComparativo 2026111 ferramentas avaliadas em portugues

111 ferramentas15 gratuitas12 em PT-BR

Analise de dados com IA democratizou o acesso a insights em 2026. Julius permite conversar com dados em linguagem natural, Rows combina planilhas com IA, Obviously AI cria modelos preditivos sem codigo, e ferramentas como ChatGPT Advanced Data Analysis transformaram como profissionais interagem com datasets. Para o Brasil, a capacidade de analisar dados em portugues e um diferencial crescente.

SWEN.AI — Por que confiar

✓ Curadoria independente em portugues✓ Precos em real com IOF✓ Avaliacao de suporte PT-BR✓ Sem reviews patrocinados

111 Ferramentas de Dados & Analytics

B

BeeBee AI

4.1Top 1

Transforme chamadas de resultados em pesquisas de ações rápidas e acionáveis.

PT-BRR$154/mo
H

HouseCanary

4.0Top 2

Análises impulsionadas por IA para avaliação imobiliária e insights de mercado.

PT-BRR$260/mo
A

Akkio

3.8Top 3

Transforme dados em poder preditivo sem esforço, sem necessidade de programação.

A

Abridge

3.6Top 4

Abridge é uma ferramenta de IA que melhora a documentação de saúde e o atendimento ao paciente.

PT-BR
C

CARPL.ai

3.6Top 5

Revolucionando a radiologia com integração de IA sem costura.

PT-BR
A

Abridge AI

3.5

Abridge AI melhora a documentação de saúde com IA integrada ao Epic.

PT-BR
W

Wisedocs

3.4

Plataforma impulsionada por IA simplifica a análise de documentos médicos.

PT-BRR$154/mo
A

AI Consulting Tools

3.3

Transforme ideias de negócios em análises prontas para apresentação com AI Consulting Tools.

F

Floqer

3.3

Aprimore as percepções de CRM com enriquecimento de dados em tempo real.

M

MIRI AI

3.3

MIRI AI oferece coaching de saúde personalizado e orientação nutricional impulsionados por IA.

PT-BR
C

Coinfeeds

3.2

Insights impulsionados por IA revolucionam a análise de dados de criptomoedas e ações.

R$154/mo
S

Sapien AI

3.2

Rotulagem de dados com IA aumentada por humanos para treinamento escalável e de alta qualidade.

F

Freed

2.5

Freed é um escriba de IA para documentação de saúde.

PT-BR
A

Airflow

0

Platform to programmatically author, schedule, and monitor workflows.

a

airoboros uncensored

0
a

airoboros-gpt4

0
a

alpaca_evol_instruct_70k

0
a

alpaca-cleaned

0
a

alpaca-plus-gpt4all-without-p3

0
A

Amundsen

0

Data discovery and metadata engine for improving productivity when interacting with data.

a

annas-archive

0
A

Apache Atlas

0

Provides open metadata management and governance capabilities to build a data catalog.

A

Apache Zeppelin

0

Enables data-driven, interactive data analytics and collaborative documents.

A

Arrikto

0

Dead simple, ultra fast storage for the hybrid Kubernetes world.

A

AutoPredict

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-autopredict.webp" alt="AutoPredict">

B

BigCode The Stack

0
B

Bijankhan Corpus

0

Bijankhan corpus is a tagged corpus that is suitable for natural language processing research on the Persian (Farsi) language. This collection is gathered form daily news and common texts. In this collection all documents are categorized into differe

C

Carolina

0

General Corpus of Contemporary Brazilian Portuguese with provenance and typology information - Corpus Geral do Português Brasileiro Contemporâneo

C

Chosun Ilbo archive

0

dataset in Korean from one of the major newspapers in South Korea, the Chosun Ilbo.

c

codealpaca 20k

0
C

Common Crawl

0
C

Copenhagen Treebank

0
C

Ctrl

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-ctrl.webp" alt="Ctrl">

D

Decile

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-decile.webp" alt="Decile">

D

DetangleAI

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-detangleai.webp" alt="DetangleAI"> focus on what matters.

D

DocLayout YOLO (DocLayout-YOLO)

0

Demo for DocLayout-YOLO

Gratis
D

DocQuery — Document Query Engine (docquery)

0
Gratis
d

dolphin

0
D

DVC

0

Management and versioning of datasets and machine learning models.

E

Everything_Instruct

0
E

Everything_Instruct_Multilingual

0
F

Face Recognition SDK, Liveness Detection SDK (FaceRecognition-LivenessDetection-SDK)

0
Gratis
F

FB Group AI Extractor

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-fb-group-ai-extractor.webp" alt="FB Group AI Extractor">

f

fin-llama

0
F

FineVision: Open Data is All You Need (FineVision)

0

A new open-source dataset for training VLMs

Gratis
F

FineWeb: decanting the web for the finest text data at scale

0
PT-BRGratis
f

forms.app

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-forms-app.webp" alt="forms.app">

F

Foundy.com

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-foundy-com.webp" alt="Foundy.com">

G

Genius Sheets

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-genius-sheets.webp" alt="Genius Sheets"> AI Powered Data Analytics

G

Git LFS

0

An open source Git extension for versioning large files.

g

gpt3all pruned

0
g

gpt4all_prompt_generations

0
g

gpt4all_prompt_generations_with_p3

0
G

Great Expectations

0

A Python data validation framework that allows to test your data against datasets.

H

Hadoop

0

Framework that allows for the distributed processing of large data sets across clusters.

H

Hexowatch

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-hexowatch.webp" alt="Hexowatch">

H

Hindi Dependency Treebank

0

A multi-representational multi-layered treebank for Hindi and Urdu

I

IIT Bombay NLP Resources

0
I

IIT Patna Movie Review Sentiment Dataset

0
I

Infinite Dataset Hub (infinite-dataset-hub)

0

Search and save datasets generated with a LLM in real time

Gratis
I

Inter-BEST

0

A text corpus with 5 million words with word segmentation

I

ISI FIRE Stopwords List (Hindi and Bangla)

0
J

JSON Schema

0

A vocabulary that allows you to annotate and validate JSON documents.

J

Jupyter Notebook

0

Web-based notebook environment for interactive computing.

J

JupyterLab

0

The next-generation user interface for Project Jupyter.

K

KAIST Corpus

0

A corpus from the Korea Advanced Institute of Science and Technology in Korean.

K

KorQuAD

0

Korean SQuAD dataset with Wiki HTML source. Mentions both v1.0 and v2.1 at the time of adding to Awesome NLP

L

LAION

0

Large-scale Artificial Intelligence Open Network

L

LAION AI / Open-Assistant Dataset

0
l

laion-aesthetic-6pls

0

exploring 12 million of the 2.3 billion images used to train Stable Diffusion's image generator

L

Large-Scale Colloquial Persian

0

Large Scale Colloquial Persian Dataset (LSCP) is hierarchically organized in asemantic taxonomy that focuses on multi-task informal Persian language understanding as a comprehensive problem. LSCP includes 120M sentences from 27M casual Persian tweets

M

MinerU Document Extraction Tools

0

Easy converting PDF and Office docs into Markdown and JSON

Gratis
M

MMMLU

0
N

NewsDeck from OneSub

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-newsdeck-from-onesub.webp" alt="NewsDeck from OneSub">

N

NIST FRVT TOP 1 Face Recognition, Face Liveness Detection, Face Analysis

0
Gratis
N

NIST FRVT TOP 1 Face Recognition, Face Liveness Detection, Face Analysis (FaceRecognition-LivenessDe

0
Gratis
O

Oliv AI

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-oliv-ai.webp" alt="Oliv AI">

O

Open Object Detection Leaderboard (object_detection_leaderboard)

0
Gratis
o

open-instruct-v1

0
O

OpenMetadata

0

A Single place to discover, collaborate and get your data right.

O

OpenOrca

0
P

PANL10N for PoS tagging

0

39K sentences and 900K word tokens

P

PERLEX

0

The first Persian dataset for relation extraction, which is an expert translated version of the “Semeval-2010-Task-8” dataset. Link to the relevant publication.

P

Persian Syntactic Dependency Treebank

0

This treebank is supplied for free noncommercial use. For commercial uses feel free to contact us. The number of annotated sentences is 29,982 sentences including samples from almost all verbs of the Persian valency lexicon.

Gratis
P

Pile

0
P

Polynote

0

The polyglot notebook with first-class Scala support.

R

RACE

0
PT-BR
R

Recognize Detect Segment Anything (recognize-anything)

0
PT-BRGratis
R

RedPajama

0
S

SAIL 2015

0
S

Sector Radar

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-sector-radar.webp" alt="Sector Radar">

S

ShareGPT pre-cleaned, English only

0
S

Skydis

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-skydis.webp" alt="Skydis">

S

SlimPajama-627B

0
S

Spark

0

Unified analytics engine for large-scale data processing.

PT-BR
S

SQuAD 2.0

0
T

Tabula

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-tabula.webp" alt="Tabula">

T

TDIL-IC aggregates a lot of useful resources and provides access to otherwise gated datasets

0
T

The Synthetic Data Playbook: Generating Trillions of the Finest Tokens (finephrase)

0
Gratis
T

Twelve Labs

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-twelve-labs.webp" alt="Twelve Labs">

U

Universal Dependencies Treebank in Hindi

0
U

Uppsala Persian Corpus (UPC)

0

Uppsala Persian Corpus (UPC) is a large, freely available Persian corpus. The corpus is a modified version of the Bijankhan corpus with additional sentence segmentation and consistent tokenization containing 2,704,028 tokens and annotated with 31 par

U

Uppsala Persian Dependency Treebank (UPDT)

0

Dependency-based syntactically annotated corpus.

V

Vicuna ShareGPT pre-cleaned 90k conversation dataset

0
V

Vietnamese treebank

0

10,000 sentences for the constituency parsing task

V

VIVOS

0

a free Vietnamese speech corpus consisting of 15 hours of recording speech by AILab

Gratis
V

VNTQcorpus(big).txt

0

1.75 million sentences in news

W

WAPlus - WhatsApp CRM

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-waplus-whatsapp-crm.webp" alt="WAPlus - WhatsApp CRM"> WAPlus CRM: Supercharge Your WhatsApp Productivity

W

WebscrapeAI

0

<img align="left" width="240" src="https://cdn.thataicollection.com/screenshots/screenshot-webscrapeai.webp" alt="WebscrapeAI">

W

WizardVicuna 70k dataset

0
W

Wordnet-Bahasa

0

large, free, semantic dictionary

Gratis

Aplicacoes de Dados e Analytics com IA no Brasil

No Brasil, analytics IA e usado em business intelligence (dashboards automatizados), previsao de vendas, analise de churn, segmentacao de clientes, e compliance (deteccao de anomalias). Setores como varejo, financas e saude lideram a adocao.

Como Escolher a Melhor Ferramenta

Avalie: (1) Tipo de analise — exploratoria (Julius), preditiva (Obviously AI), planilhas (Rows). (2) Fonte de dados — integracao com bancos de dados, APIs, CSV. (3) Privacidade — dados sensiveis exigem ferramentas com compliance LGPD. (4) Preco — Julius gratuito com limites, Obviously AI a partir de US$75/mes.

Perguntas Frequentes

Qual a melhor IA para analisar dados?

Julius para analise conversacional, ChatGPT Advanced para datasets, Obviously AI para modelos preditivos.

Preciso saber programar para usar IA com dados?

Nao. Julius, Rows e Obviously AI permitem analise completa sem codigo, usando linguagem natural.

IA pode substituir um analista de dados?

Nao completamente, mas amplifica drasticamente a capacidade de um analista junior produzir insights de qualidade.

Categorias Relacionadas

Dados e Analytics com IA 2026 — Comparativo em Português | SWEN.AI