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jayascript / data-science-process.md
Last active October 8, 2020 15:10
A basic outline of the steps I take to go from raw data to deployed model.

Data Science Process

Steps to take for a comprehensive analysis.

Stage 1: Define

Project background.

Step 1.1: Describe.

@jayascript
jayascript / get_tweets.py
Created January 28, 2021 05:00
A small script used to combine tweets from two CSV files into one processed pickle file.
# -*- coding: utf-8 -*-
"""
Created on Thu Oct 11 22:30:00 2018
@author: jayascript
"""
import langid
import pandas as pd
@jayascript
jayascript / scrub_tweets.py
Created January 28, 2021 05:00
A small script for processing a dataset to prep for sentiment analysis.
# -*- coding: utf-8 -*-
"""
Created on Thu Oct 11 22:30:00 2018
@author: jayascript
"""
import nltk
import numpy as np
import pandas as pd
[
{
"country_name": "Faroe Islands",
"country_code": "fo"
},
{
"country_name": "United States Minor Outlying Islands",
"country_code": "um"
},
{
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