# Exploring anonymized data

## Video Overview

1. What is 

## Exploring individual features: guesssing types

### Helpful functions:

```python
df.dtypes
df.info()
x.value_counts()
x.isnull()
```

## Conclusion

Two things to do with anonymized features:

- Try to decode the features
  - Guess the true meaning