What to do when you have data, but lack the tools or skills to process it? Today, I’ll introduce you to GPTKeeper – a solution that enables anyone to manage their data easily and quickly, using only natural language.
What is GPTKeeper?
GPTKeeper is a Telegram bot designed to simplify working with data. All the user needs to do is upload a file (e.g., CSV) and describe what needs to be done with the data in plain language. The bot processes the request with the help of artificial intelligence and returns the processed result.
How It Works:
- File Upload: The user sends the file to the bot's chat.
- Task Description: The user writes what needs to be done with the data in natural language. For example: “Select the second and third columns and sort them by the first.”
- Processing: The AI interprets the request and applies the necessary actions to the data.
- Result: The bot returns the processed file or data in a convenient format.
Key Features:
- Natural Language: No need to know SQL, Python, or complex data processing tools.
- Flexibility: Supports various file types, including CSV.
- Time Efficiency: Fast processing and instant results.
- Multilingual Support: The bot understands requests in different languages, including Russian, English, Italian, and more. Write in the language that’s most convenient for you, and GPTKeeper will handle the task!
Examples of Use:
🔍 Data Extraction:
- Extract email addresses, phone numbers, URLs, or IP addresses.
- Find rows with specific words or numbers.
- Extract URLs from the data.
- Find and list duplicates.
- Find rows where values are greater or less than a specified number.
- Extract data for specific dates or ranges.
- Create a list of unique values from a selected column.
🧹 Data Cleaning:
- Remove duplicates.
- Remove rows with duplicates in a specific column.
- Remove empty rows or rows meeting certain conditions.
- Remove extra spaces, special characters, or incorrect data.
- Correct values in a column (e.g., fix typos).
- Fill empty cells with a specific value.
- Remove rows containing incorrect data (e.g., wrong date format).
- Convert text to uppercase or lowercase.
- Fix number formatting, such as replacing commas with dots.
🔄 Data Transformation:
- Add a new column with calculations (e.g., percentage, sums).
- Reorder rows based on a condition (e.g., alphabetically or numerically).
- Combine multiple columns into one (e.g., first name and last name).
- Split a column into several (e.g., split a date into day, month, and year).
- Rename columns or change their order.
📊 Data Analysis:
- Count the number of records in each unique value of a column.
- Create a pivot table to group the data.
- Find rows with the highest or lowest value in a column.
- Calculate the average value for the third column for each unique group in the first column.
🛠 Complex Queries:
- Select rows where the value in the second column starts with 'A,' multiply the values in the third column by 10, and add a new column with the final results.
- Merge two uploaded files, combine rows with identical values in the 'ID' column, and sum the values from the 'Amount' columns.
Technology Behind GPTKeeper:
GPTKeeper uses AI API to interpret user requests and apply them to the data. This allows the bot to understand a wide range of tasks and execute them with maximum accuracy.
Who Can Benefit?
- For analysts and managers: Speed up working with tables and reports.
- For small businesses: Quickly create the required selections from the customer database.
- For anyone working with data: Simplicity, convenience, speed.
I’d love to hear your thoughts! How useful do you think GPTKeeper could be for your work with data? Share your feedback in the comments.
Link to the bot: https://t.me/gptkeeper_bot
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