financial-python

import yfinance as yf
import pandas as pd
import plotly.graph_objs as go
from plotly.subplots import make_subplots

#Get Historical Stock Data from AAPL
stock_data = yf.download(tickers='AAPL', interval='1d', period='3y')

#Calculate an SMA
stock_data['SMA50'] = stock_data['Close'].rolling(window=50).mean()

financial-python

"""
2 Pre-Requisites - install the package, and get an OpenAI API key

pip install openai

"""

#import the package and add your key
import openai
openai.api_key = "YOUR_API_KEY_HERE"

financial-python

#import the necessary packages
import yfinance as yf
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

#download the historical stock data
aapl_df = yf.download("AAPL", start="2018-03-24", end="2023-03-24")

financial-python

"""
First, we need to create a Reddit account and get an API key to access the Reddit API. Once you have created an account, you can obtain an API key by following these steps:

Go to https://ssl.reddit.com/prefs/apps/ 
Scroll down to "Developed Applications" and click "Create App"
Choose "Web app" and give your app a name and description.
Set "About url" and "Redirect uri" to "http://localhost:8000"
Click "Create app" and copy the "client_id" and "client_secret" values.
Once you have the API key, you can start coding.

financial-python

"""
Will need to install boto3: pip install boto3
"""

import os 
import boto3 

# variables come from AWS Management Console
os.environ['AWS_ACCESS_KEY_ID'] = 'YOUR_ACCESS_KEY'
os.environ['AWS_SECRET_ACCESS_KEY'] = 'YOUR_SECRET_KEY'

financial-python

import tweepy as tw #An easy-to-use Python library for accessing the Twitter API
import string
from collections import Counter

TWITTER_CONSUMER_KEY = '[FROM_TWITTER_DEVELOPER_CONSOLE]'
TWITTER_CONSUMER_SECRET = '[FROM_TWITTER_DEVELOPER_CONSOLE]'
TWITTER_ACCESS_TOKEN = '[FROM_TWITTER_DEVELOPER_CONSOLE]'
TWITTER_ACCESS_TOKEN_SECRET = '[FROM_TWITTER_DEVELOPER_CONSOLE]'

TWITTER_LIST_ID = '[LIST_ID]' #get from the url of the twitter list: https://twitter.com/i/lists/[LIST_ID]