For longer duration datasets, with multiple reports per hour, this will exceed the charting capability. The chart has a limitation where 1000 data points per element can be displayed.
If a station has not reported any of those elements during the requested period, no chart will be available. The default station chart contains Temperature, Dew Point Temperature, and Relative Humidity.