Usage

Basic Examples

Here’s how to use the main features of the toolkit:

import pandas as pd
from pandas_survey_toolkit import analytics, nlp, vis

# Load your data (with free text comments)
df = pd.read_csv('survey_data.csv')

# Preprocess text
df = df.preprocess_text(input_column='comments')

# Extract sentiment
df = df.extract_sentiment(input_column="comments")

# Extract keywords
df = df.extract_keywords(input_column='comments')

# Cluster comments
df = df.cluster_comments(input_column='comments')