Scholarly Articles can generally be found in scholarly journals. Not sure what a 'scholarly journal' is? Watch this video:
For your analysis, identify scholarly sources that you might use as secondary sources to help you analyze your primary source. Look articles related to the new media you selected or for trends that might help explain your observations of your primary source.