Go to file

Debdut Karmakar 34a86c1942 Delete main.py		2020-10-08 05:29:10 +05:30
.github	Working Py	2020-08-19 11:56:16 +05:30
assets	Working Py	2020-08-19 11:56:16 +05:30
generation	Working Py	2020-08-19 11:56:16 +05:30
names_dataset	Working Py	2020-08-19 11:56:16 +05:30
.gitignore	Working Py	2020-08-19 11:56:16 +05:30
LICENSE	Working Py	2020-08-19 11:56:16 +05:30
README.md	Update README.md	2020-10-08 05:28:01 +05:30

README.md

name-dataset

A Global Exhaustive First and Last Name Database

Features

~160k first names
~100k last names
Find Names in Texts
High Precision / Recall
Worldwide Names

Installation

npm install name-dataset

The NPM package is not available yet, to be published shortly.

Usage

const Names = require('name-dataset')

How reliable is it?

Well, it depends if you are looking for a high recall or a high precision. For example, the word Rose can be either a name or a noun. If we include it in the list, then we increase the precision but we decrease the recall. And vice versa, if it's not in the list. The library checks that the word starts with a capital letter. In our case, we emphasize more on precision. So I would say the best use case here is to check whether it's a name or not based on a prior knowledge that the customer has submitted a name.

Here is an example on a (old) text: ALI BABA AND THE FORTY THIEVES.

Dataset Generation

generate.sh