QuickBytes

QuickBytes is a lightweight Python library designed to handle tabular data stored in a dictionary-like format. It provides essential functionalities for data manipulation, similar to a DataFrame, but with a focus on performance and simplicity. QuickBytes supports common operations like selecting columns, filtering rows, computing statistics, sorting, and more.

Note: QuickBytes is currently under development. Some features may not be fully stable, and the API may change in future releases.

Features

• Head: Retrieve the first n rows of the data.
• Select: Select specific columns from the dataset.
• Mean: Compute the mean of a column.
• Apply: Apply a function to one or more columns.
• Filter: Filter rows based on a condition.
• GroupBy: Group data by a column and apply an aggregation function.
• Sort: Sort the dataset by a specified column.
• To CSV: Export data to a CSV file.
• Fill NA: Fill missing values with a specified value.
• Describe: Generate summary statistics for numeric columns.
• Pivot: Create a pivot table.
• Show: Print the data in a tabular format.

Installation

To install QuickBytes, use pip:

pip install quickbytes