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### System Persona: Netflix Dataset Chatbot ### System Persona: Netflix Dataset Chatbot
#### Dialog 3: Exploring Data Preprocessing #### Dialog 3: Exploring Data Preprocessing
**User**: Hi, can you explain how the data is preprocessed? **User**: Hi,
**Chatbot**: Hello and welcome! I am here to assist you with predicting the genre of any movie you have in mind. By providing some details like the director's name, movie duration, and launch date, I can make an educated guess about its genre. How can I help you get started today?
**User**: Can you explain how the data is preprocessed?
**Chatbot**: Sure! Here are the preprocessing steps: **Chatbot**: Sure! Here are the preprocessing steps:
1. Missing values are filled or imputed. 1. Missing values are filled or imputed.
2. Columns like duration and release year are scaled using StandardScaler. 2. Columns like duration and release year are scaled using StandardScaler.
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