import json import pandas as pd # Step 1: Load the JSON data with open('CIK0000320193.json') as f: data = json.load(f) # Step 2: Extract the relevant fields cik = data.get('cik') entity_name = data.get('entityName') facts = data.get('facts') # Prepare a list to hold the rows rows = [] # Traverse through the facts dictionary for taxonomy, fact_items in facts.items(): for fact_id, fact_data in fact_items.items(): label = fact_data.get('label') description = fact_data.get('description') units = fact_data.get('units') # For each unit and its details, add a new row for unit, details_list in units.items(): for details in details_list: row = { 'entity_cik': cik, 'entity_name': entity_name, 'fact_id': fact_id, 'fact_taxonomy': taxonomy, 'fact_label': label, 'fact_description': description, 'fact_unit': unit } # Include the additional details in the row row.update(details) # Append the row to the rows list rows.append(row) # Step 3: Create the DataFrame df = pd.DataFrame(rows) # Step 4: Output the head of the DataFrame print(df.head())