import json filtered_data = [] # Load the JSON file content as a single string with open('/home/yiyangai/stephenqs/datasets/wikihow/WikihowText_data.json', 'r', encoding='utf-8') as f: content = f.read() # Split the content into individual JSON objects json_objects = content.splitlines() # Process each JSON object individually for obj in json_objects: try: item = json.loads(obj.strip()) if item.get("category_hierarchy") and item["category_hierarchy"][0] == "Finance and Business": filtered_data.append(item) except json.JSONDecodeError as e: print(f"Skipping invalid JSON object: {e}") # Save the filtered data to a new JSON file with open('Arts and Entertainment.json', 'w', encoding='utf-8') as f: json.dump(filtered_data, f, ensure_ascii=False, indent=4) print(f"{len(filtered_data)} items extracted to 'output.json'")