To resolve this issue, right click on the visualization, select "Properties >> Appearance" and under 'Time Series' section enable the "Compensate for missing values" option.
Selecting this check box will produce a bar or line value of the same size as the previous bar or line value instead of showing no value at all .Enabling this setting will temporarily add new rows with empty values for the missing periods so that they can be used in the calculation.