Beta
Experiment with the AI assistant
Generative AI is coming to DataCamp Workspace! Go through this notebook to experience the AI-enabled functionality. In this example project, we'll be downloading and visualization financial data.
Get the data
The first step is getting data. Try asking the AI Assistant to "import yahoo finance data" for any publicly-traded company.
# Import the necessary libraries
import yfinance as yf
import pandas as pd
# Define the ticker symbol
ticker = 'AAPL'
# Download the data
data = yf.download(ticker, start='2020-01-01', end='2021-01-01')
# Display the data
data.head()Visualize the data
After the data has been imported, visualize the data by using the prompt "Plot the stock value over time."
Do more
Some ideas:
- Analyze the performance of the stock you selected in comparison to another stock throughout the pandemic. Generate a chart that showcases the values of "Stock A" and "Stock B" from 2019 to the present.
- Plot the revenue and earnings of stock A and stock B.
- Compare the market cap of the 5 largest companies in a sector you're interested in.
May the AI force be with you! 🤖