df.to_json('compressed_data.json.gz', compression='gzip') The above line of code writes the DataFrame to a gzipped JSON file called ‘compressed_data.json.gz’. Note that when the filename ends with ‘.gz’, Pandas infers that the data should be compressed using gzip, even if thecom...
JSON data can be effortlessly stored in databases like MongoDB, which is designed to handle JSON documents natively. This makes it easy to manage and query your data. You can integrate JSON data with various APIs to send it to other services or applications. This opens up opportunities for f...
print("Create DataFrame:\n", df) Yields below output. Use DataFrame.to_json() to orient = ‘columns’ orient='columns'is a default value, when not specifying theDataFrame.to_json()function uses columns as orient and returns JSON string like a dict{column -> {index -> value}}format. #...
nested_json = df.groupby(['CustomerID', 'Plan']).apply(lambda x: x.groupby('Month').apply(lambda y: y.drop(['CustomerID', 'Plan', 'Month'], axis=1).to_dict(orient='records'))).to_json() print(nested_json) Output: { "Feb": { "(1, 'Basic')": [ { "DataUsage": 3, ...
# Example 2: Convert python string type list to JSON technology = ["Hadoop", "Spark", "Python"] json_string = json.dumps(technology) # Example 3: Convert list of dictionaries to JSON my_dict = [{'course':'python','fee':4000}, {'duration':'60days', 'discount':1200}] ...
How to Convert a Python Dictionary to JSON? The “json.dumps()” function of the JSON module is used to convert Python Dictionary to JSON. The syntax of the “json.dumps()” function is mentioned below: Syntax: json.dumps(obj, skipkeys=False, ensure_ascii=True, check_circular=True, all...
Python program to convert JSON to an objectThis example demonstrates converting from JSON to Python object.# Import the json module import json # Creating a JSON string student = '{"id":"101", "std_name": "Alex", "course":"MCA"}' # Printing value and types of 'student' print("...
Firstly we will see how to parse JSON data in Python, which is an important part of converting JSON data to CSV format. Let us see the Python sample code for parsing JSON data using the json module along with the load() method. First, let us see below the JSON data sample and save...
Converting dataclasses to JSON in Python involves a nuanced understanding of Python classes and the crucial aspect of JSON serialization. To initiate this process, we explore the basics using the native json module, subsequently delving into advanced techniques with third-party libraries like dataclasse...
PythonProgramming One of the common approach to convert JSON data into a python tuple is converting the json data to a dict using json.loads() and then conveting it to a python tuple using dict.items(). There are several other ways or methods to convert JSON data into tuple, depending ...