-
Upload cleaned_yelp_reviews(2).csv
Started with 100k (of 700k) records
code
```
# AI Training Week 2
# Task 1 ************************************************************************************************
!pip install pyarrow datasets
import pandas as pd
import pyarrow.parquet as pq
from datasets import load_dataset
# Load the dataset using Hugging Face Datasets
dataset = load_dataset('yelp_review_full', split='train[:100]')
# Convert to a pandas DataFrame
df = dataset.to_pandas()
print("Successfully loaded 100 rows.")
print(df.head())
# Task 2 ************************************************************************************************
# Install necessary packages
!pip install imbalanced-learn langdetect nltk pyarrow
import pandas as pd
import pyarrow.parquet as pq
import matplotlib.pyplot as plt
import seaborn as sns
from langdetect import detect, LangDetectException
from imblearn.over_sampling import SMOTE
from sklearn.feature_extraction.text import TfidfVectorizer
import nltk
from nltk.corpus import stop… -
initial commit
