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Abstract
me Python code to retrieve Tesla stock prices from 2022 using Yahoo Finance. I want the output to be in a csv file called ‘stock_prices.csv’ The CSV file mys have a column named “Date” representing the dates and a column named “Price” representing the stock prices.”</p><p id="e110">And then the output will be:</p><figure id="f70f"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*4cgK5TnDtjHmV_MaFnGNCw.png"><figcaption></figcaption></figure><h1 id="df02">Step 2: Copy this code using the botton “copy code” at the top right</h1><h1 id="f854">Step 3: Paste the code in Google Colab</h1><p id="38fa">Navigate to <a href="https://colab.research.google.com/">https://colab.research.google.com/</a> . The create a new notebook by logging in using your Google account.</p><p id="0eee">This is the full code I got from Chat GPT.</p><p id="77be">But remember, you can customise the prompt to get any other stock.</p><div id="eeb1"><pre><span class="hljs-keyword">import</span> yfinance <span class="hljs-keyword">as</span> yf
<span class="hljs-keyword">import</span> pandas <span class="hljs-keyword">as</span> pd
<span class="hljs-comment"># Define the stock symbol and the time range for which you want the data</span>
sym
Options
bol = <span class="hljs-string">"TSLA"</span>
start_date = <span class="hljs-string">"2022-01-01"</span>
end_date = <span class="hljs-string">"2022-12-31"</span>
<span class="hljs-comment"># Fetch the stock data using Yahoo Finance</span>
stock_data = yf.download(symbol, start=start_date, end=end_date)
<span class="hljs-comment"># Extract the 'Date' and 'Close' columns from the stock data</span>
stock_data = stock_data[[<span class="hljs-string">'Close'</span>]].reset_index()
<span class="hljs-comment"># Rename the columns to 'Date' and 'Price'</span>
stock_data.columns = [<span class="hljs-string">'Date'</span>, <span class="hljs-string">'Price'</span>]
<span class="hljs-comment"># Save the stock data to a CSV file</span>
stock_data.to_csv(<span class="hljs-string">'stock_prices.csv'</span>, index=<span class="hljs-literal">False</span>)
<span class="hljs-built_in">print</span>(<span class="hljs-string">"Stock data saved to 'stock_prices.csv'"</span>)</pre></div><h1 id="dbca">Step 4: Use the CSV file with the stock data</h1><p id="db5f">As simple as that!</p><figure id="4c88"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/0*lpNgMNRzr3oNIaAX.png"><figcaption></figcaption></figure></article></body>
