pip install datto
datto is a package with various data tools to help in data analysis and data science work.
You can find the documentation here.
Some examples of what you can do:
- Remove links from some text
- Extract body of an email only (no greeting or signature)
- Easily load/save data from S3
- Run SQL from Python
- Explore data - check for mistyped data, find correlated data
- Assign a given user to an experimental condition
- Create an HTML dropdown from a DataFrame
- Find the most common phrases by a category
- Classify free text responses into any number of meaningful groups (e.g. find survey themes)
- Make a simple Python logger with default options
- Take some data and test a bunch of machine learning models on it
For detailed examples of how you can use it, check out this Juypter notebook.