Pandas for JavaScript
pandas.js is an open source (experimental) library mimicking the Python pandas library. It relies on Immutable.js as the NumPy logical equivalent. The main data objects in pandas.js are the pandas.Series and the pandas.DataFrame
$ npm install pandas-js
Importing pandas.Series and pandas.DataFrame
import { Series, DataFrame } from 'pandas-js';
Create a new Series
const ds_1 = new Series([1, 2, 3, 4], {name: 'My Data 1'});
console.log('This is a Series');
console.log(ds_1.toString());
console.log(`Sum: ${ds_1.sum()}`);
console.log(`Standard deviation: ${ds_1.std()}`);
const ds_2 = new Series([2, 3, 4, 5], {name: 'My Data 2'});
console.log('Summing two Series:');
console.log(ds_1.plus(ds_2).toString());
> This is a Series
0 1
1 2
2 3
Name: My Data 1, dtype: dtype(int)
Sum: 10
Standard deviation: 1
Summing two Series:
0 3
1 5
2 7
3 9
Name: , dtype: dtype(int)
Create a new DataFrame
const df = new DataFrame([
{'x': 1, 'y': 2},
{'x': 2, 'y': 3},
{'x': 4, 'y': 5},
]);
console.log('This is a DataFrame');
console.log(df.toString());
This is a DataFrame
| x | y |
--------------
0 | 1 | 2 |
1 | 2 | 3 |
2 | 4 | 5 |
See the docs
$ npm run test
$ npm run build
Testing uses Jest. Building requires the babel compiler.