Plotting Dates on the X-Axis: Resolving the "Year Out of Range" Error
When encountering the error "ValueError: year is out of range" while plotting dates on the x-axis using plot_date(), consider using the simpler plot() function instead. Here's how:
Convert Strings to Datetime Objects:
<code class="python">import datetime as dt dates = ['01/02/1991','01/03/1991','01/04/1991'] x = [dt.datetime.strptime(d,'%m/%d/%Y').date() for d in dates]</code>
Plot with Datetime Formatting:
<code class="python">import matplotlib.pyplot as plt import matplotlib.dates as mdates plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%m/%d/%Y')) plt.gca().xaxis.set_major_locator(mdates.DayLocator()) plt.plot(x,y) plt.gcf().autofmt_xdate()</code>
Result:
This simpler approach will plot the dates on the x-axis correctly, as shown in the image below:
[Image of plot with dates on the x-axis]
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