Devseeker

# Devseeker Code Solution for Data Processing in Python

## Solution Overview
This script processes CSV data and generates summary statistics. It uses pandas for efficient data manipulation.

```python
import pandas as pd

# Load the dataset
file_path = 'sales_data.csv'
data = pd.read_csv(file_path)

# Calculate summary statistics
summary_stats = data.describe()

# Save results to a new file
output_path = 'summary_statistics.csv'
summary_stats.to_csv(output_path)

print(f'Summary statistics saved to {output_path}')
```

## Key Features
- Efficient data loading with pandas
- Comprehensive statistical analysis
- Clean output formatting

## Alternative Approaches
1. For very large datasets, consider using Dask for parallel processing
2. For real-time processing, implement a streaming solution with Apache Kafka