Get Amazon Stock Data from Yahoo Finance:
- The yf.download() function can fetch the data for specified tickers, including Amazon stock’s OHLC (Open, High, Low, Close) data for 18 months from 3-Jul-2023 to 3-Jan-2025.
- reset_index() at the end line 5 resets the original index, which is added as a column (see below) and a new sequential index is used. More information about reset_index can be found here.
python
1import plotly.graph_objects as go
2import plotly.offline as offline
3import yfinance as yf
4
5amzn = yf.download(tickers = "AMZN", start = "2023-07-03",
6 end = "2025-01-03", multi_level_index = False).reset_index()
7print(amzn.head())Terminal Output:
1[*********************100%***********************] 1 of 1 completed
2 Date Close High Low Open Volume
30 2023-07-03 130.220001 131.850006 130.070007 130.820007 28264800
41 2023-07-05 130.380005 131.399994 129.639999 130.240005 35895400
52 2023-07-06 128.360001 128.729996 127.370003 128.250000 40639900
63 2023-07-07 129.779999 130.970001 128.130005 128.589996 41928700
74 2023-07-10 127.129997 129.279999 125.919998 129.070007 61889300Plot a Graph of High Price Vs Date:
- The following will produce a time series:
python
8# ---snip---
9amznDates = amzn['Date']
10amznHighPrices = amzn['High']
11
12data = [go.Scatter(x = amznDates,
13 y = amznHighPrices)]
14offline.plot(data)Output:
Plot Amazon High and Low on the Same Graph:
Output:
