marimo-notebook-dev

# Marimo Notebook for Automated Data Analysis

## Overview
This notebook automates the data analysis process for [COMPANY], a leading firm in the [INDUSTRY] sector. It processes [DATA] to generate insights on [SPECIFIC TASK].

## Code
```python
import marimo
from marimo import ui

# Define the data processing function
def process_data(data):
    # Load data
    df = pd.read_csv(data)
    # Clean data
    df = df.dropna()
    # Analyze data
    analysis = df.describe()
    return analysis

# Create the Marimo app
@ui
class App:
    data: str = ui.file_upload()
    result: pd.DataFrame = ui.output()

    def __init__(self):
        self.result = process_data(self.data)
```

## How to Use
1. Upload your data file using the file upload widget.
2. The notebook will automatically process the data.
3. View the results in the output widget.

## Expected Output
The notebook will generate a summary statistics table for the uploaded data, including count, mean, standard deviation, min, max, and quartiles.