Update README.md

README.md

@@ -19,46 +19,22 @@ configs:
     path: data/train-*
 language:
 - pt
-pretty_name: sentiment-analysis-pt
+pretty_name: Sentiment Analysis PT
 size_categories:
 - 10K<n<100K
+task_categories:
+- text-classification
+tags:
+- sentiment
 ---
+# Sentiment Analysis PT (Teeny-Tiny Castle)
 
-# Sentiment Analysis (Portuguese) dataset
+This dataset is part of the tutorial tied to the [Teeny-Tiny Castle](https://github.com/Nkluge-correa/TeenyTinyCastle), an open-source repository containing educational tools for AI Ethics and Safety research. 
 
-This dataset is a concatenation of the [`IMDB 50K`](https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews?select=IMDB+Dataset.csv), the [`Twitter US Airline Sentiment`](https://www.kaggle.com/datasets/crowdflower/twitter-airline-sentiment), App Reviews scraped from [Google Play](https://github.com/Nkluge-correa/teeny-tiny_castle/blob/master/ML%20Explainability/NLP%20Interpreter/text_scraping.ipynb), and the [`EcoPreprocessed`](https://www.kaggle.com/datasets/pradeeshprabhakar/preprocessed-dataset-sentiment-analysis).
-
-- **Note:** Samples were translated via the Google Translate API.
-
-
-## Overview 
-
-
-## Dataset Details
-
-
-**Citation:**
-```latex
-
-```
-## Contents
-
-The dataset consists of a data frame with the following columns:
-
--**text:**
-
--**label:**
-
-
-## How to use
+## How to Use
 
 ```python
 from datasets import load_dataset
 
-dataset = load_dataset("AiresPucrs/sentiment-analysis-pt", split='train')
-
+dataset = load_dataset("AiresPucrs/sentiment-analysis-pt", split = 'train')
 ```
-
-## License
-
-This dataset is licensed under the Apache License 2.0.