Creating Structured Data
AI can convert unstructured text (paragraphs, notes, emails) into structured data (tables, JSON, CSV format) quickly. This is one of the most time-saving applications for data and operations work.
10 min•By Priygop Team•Updated 2026
Structured Data Conversion Examples
Structured Data Conversion Examples
# Converting unstructured text to structured data
# Example: Convert product descriptions to structured data
text_to_table = """
Convert this list of product descriptions into a table.
Columns: Product Name | Price | Key Feature | Category.
If a field is missing, write 'Not specified'.
[PASTE UNSTRUCTURED TEXT]
"""
# Example: Convert text to JSON
text_to_json = """
Extract the following information from this text and return it as JSON.
Keys: name, date, location, attendees (as array), outcome.
[PASTE TEXT]
"""
# Example: Organize raw notes into a structured table
notes_to_table = """
Organize these raw meeting notes into a structured table.
Columns: Topic | Decision | Owner | Deadline.
Raw notes:
[PASTE NOTES]
"""
# Why this is useful:
# - Converts messy input into clean, usable data
# - Saves hours of manual data entry
# - Output can be imported into spreadsheets or databases
print("Structured data prompts turn messy text into organized information.")
print("Specify the exact columns, keys, and handling of missing data.")Diagram
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Deep Learning ⊂ Machine Learning ⊂ Artificial Intelligence
Key Takeaways
- AI can convert unstructured text into tables, JSON, or CSV format
- Specify the exact column names or JSON keys you need
- Tell AI how to handle missing information (use 'Not specified' or leave blank)
- Always verify structured output before importing it into a database or spreadsheet
- This technique saves significant time for data entry and organization tasks
Key Takeaways
- AI can convert unstructured text (paragraphs, notes, emails) into structured data (tables, JSON, CSV format) quickly.
- AI can convert unstructured text into tables, JSON, or CSV format
- Specify the exact column names or JSON keys you need
- Tell AI how to handle missing information (use 'Not specified' or leave blank)