---
license: mit
language:
  - en
tags:
  - chemistry
  - biology`
author: Silvi Rouskin
source: data.json
date: 2023-12-11-23-20-02
---


# Data types

- **sequence**: 27082 datapoints
- **structure**: 27082 datapoints
- **family**: 27082 datapoints

# Conversion report 

Over a total of 37149 datapoints, there are:
### OUTPUT
- ALL: 27125 valid datapoints
- INCLUDED: 104 duplicate sequences with different structure / dms / shape
### MODIFIED
- 1244 multiple sequences with the same reference (renamed reference)
### FILTERED OUT
- 3949 invalid datapoints (ex: sequence with non-regular characters)
- 9 datapoints with bad structures
- 6066 duplicate sequences with the same structure / dms / shape