It doesn't work well when the JSON data is semi-structured i.e. contains nested list or dictionaries as we have in Example 2. # Example 2 JSON pd.read_json('multiple_levels.json') After reading this JSON, we can see below that our nested list is put up into a single column 'Results'. In the next section, we will see how we can flatten. .

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