| tags: | |
| - tabular-data | |
| - classification | |
| - umkm | |
| - culinary | |
| - ofd | |
| license: apache-2.0 | |
| # UMKM Culinary Dataset | |
| This dataset supports the project *Denyut Nadi UMKM Digital: Klasifikasi Keberlanjutan Bisnis Kuliner Berbasis AI pada Platform OFD*. It contains data for classifying the sustainability of culinary businesses on Online Food Delivery (OFD) platforms. | |
| ## Files | |
| - `Data_train.csv`: Training data for the model. | |
| - `Data_test.csv`: Testing data for evaluation. | |
| ## Usage | |
| ```python | |
| from datasets import load_dataset | |
| # Load the dataset | |
| dataset = load_dataset("thoriqsaputra/UMKM-Culinary-Dataset", data_files={"train": "Data_train.csv", "test": "Data_test.csv"}) | |
| # Access train and test splits | |
| train_data = dataset["train"] | |
| test_data = dataset["test"] | |
| ``` | |
| ## Project Context | |
| This dataset is used to train and evaluate a Voting Classifier model for assessing the sustainability of micro, small, and medium culinary enterprises (UMKM) on OFD platforms. | |