Steps to take for a comprehensive analysis.
Project background.
jayascript
/ twt-horizontal-long.svg
Created
December 16, 2021 18:30
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
jayascript
/ twt-horizontal-logo.svg
Created
December 16, 2021 18:18
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
jayascript
/ twt-horizontal-logo.svg
Created
December 16, 2021 18:15
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
jayascript
/ country_codes.json
Created
July 23, 2021 16:15
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| [ | |
| { | |
| "country_name": "Faroe Islands", | |
| "country_code": "fo" | |
| }, | |
| { | |
| "country_name": "United States Minor Outlying Islands", | |
| "country_code": "um" | |
| }, | |
| { |
jayascript
/ scrub_tweets.py
Created
January 28, 2021 05:00
A small script for processing a dataset to prep for sentiment analysis.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # -*- coding: utf-8 -*- | |
| """ | |
| Created on Thu Oct 11 22:30:00 2018 | |
| @author: jayascript | |
| """ | |
| import nltk | |
| import numpy as np | |
| import pandas as pd |
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.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # -*- coding: utf-8 -*- | |
| """ | |
| Created on Thu Oct 11 22:30:00 2018 | |
| @author: jayascript | |
| """ | |
| import langid | |
| import pandas as pd |
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.