File size: 674 Bytes
6590cbb |
1 2 3 4 5 6 7 8 9 10 11 12 |
---
license: mit
---
## Data Collection
The sentiment data used in this project was collected manually. The dataset, stored in an Excel file (`Sentiment.xlsx`), includes text samples with corresponding sentiment labels. Details about the manual data collection process, sources, and criteria are explained in the data collection section of the code.
## Data Cleaning
Before training the sentiment analysis model, the collected data undergoes a cleaning process. The `clean_text` function is applied to each text sample, which includes tasks such as lowercasing, HTML tag removal, punctuation removal, and lemmatization. The cleaned data is then used for model training.
|