Add script for checking fasttext vocab

"""Find out vocab counts and positions for names in

names lists, in German fasttext model."""

import fasttext

import pandas as pd

df = pd.read_csv("../data/names_nationality_data.csv")

df["in_fasttext_vocab"] = 0

model = fasttext.load_model("cc.de.300.bin")

for index, row in df.iterrows():

    name = row['name']

    if name in model.words:

        df.at[index, "in_fasttext_vocab"] = 1

df.to_csv("../data/names_nationality_fasttext.csv", index=False)