responsedb

Python Code

This repository contains the python code for responsedb

About

The purpose of this package is the implementation of codes that allow easy access to certain data, as well as its free manipulation, using response databases from different sources, being used to implement Item Response Theory models (IRT) for testing.

Importing Module

import responsedb as rdb

Usage

Databases

Here is the official repository link for internally avaible databases. They are classified into the following types:

• open-ended ;

• scale ;

• dichotomous.

Functions

Some basic uses of the package, how :

• .types()

rdb.Dataset('responses').type()

• Viewing the database for a type

print(rdb.response['open_ended'].keys())

• Selecting a specific basis

db = rdb.response['open_ended']['stats101-2019-03-11.csv'].data
print(db)

Some Functions

• .normalize() : data normalization

db = rdb.response['open_ended']['stats101-2019-03-11.csv']

print(db.normalize())

• .describe() : descriptive data

db = rdb.response['open_ended']['stats101-2019-03-11.csv']

print(db.normalize())