Retrieve tweets using Twitter API

Wed, 08 Feb 2023 00:00:00 +0000

A Twitter Developer account is required to run this script.

In [1]:

import tweepy
import json
import pandas as pd
import numpy as np

In [2]:

pd.set_option('display.max_colwidth', 150)
pd.set_option('display.max_rows', 20)

Read Twitter API credentials¶

Read Twitter API credentials from twitter-credentials.json. The JSON file should contain the following key/values:

{
 "consumer_key": "YOUR_CONSUMER_KEY",
 "consumer_secret": "YOUR_CONSUMER_SECRET",
 "access_token": "YOUR_ACCESS_TOKEN",
 "access_token_secret": "YOUR_ACCESS_TOKEN_SECRET",
 "bearer_token": "BEARER_TOKEN"
}

Create the twitter-credentials.json with your own keys and tokens in the same folder as this Jupyter notebook.

Cleaning Chicago Ridesharing Registered Vehicles Dataset

Fri, 12 Mar 2021 00:00:00 +0000

All vehicles 🚗 reported by Transportation Network Providers (sometimes called rideshare companies) to the City of Chicago as part of routine reporting required by ordinance. Inclusion of a vehicle in a monthly report indicates that the vehicle was eligible for trips in Chicago in that month for at least one day, regardless of whether it actually provided any rides. If a vehicle is eligible in multiple months, which is common, it will have records in each of these reporting months.

Dataset on Ye Joo Park's Blog

Retrieve tweets using Twitter API

Read Twitter API credentials¶

Cleaning Chicago Ridesharing Registered Vehicles Dataset