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@thomasthaddeus thomasthaddeus released this 27 Jul 03:18
v0.1-alpha
c24abcd

DataAnalyzer v0.1

We're excited to announce the first release of DataAnalyzer!

DataAnalyzer is a Python-based tool designed to streamline various data analysis tasks. It provides the ability to load data from CSV files, perform statistical calculations, detect outliers, clean data, and visualize data.

New Features

  • Load data from CSV files
  • Calculate statistics such as mean, median, mode, and trimmed mean for a specified column
  • Detect outliers in a specified column using the z-score method
  • Handle missing values by either dropping or filling them
  • Drop duplicate rows from the DataFrame
  • Encode categorical features in the DataFrame
  • Split the data into training and testing sets for machine learning tasks
  • Visualize data by plotting a histogram for a specified column
  • Export data to a new CSV file after processing

Installation

To install DataAnalyzer, you can use pip:

pip install dataanalyzer

Please see the README for more detailed usage instructions.

Feedback

We'd love to hear your feedback! If you have any suggestions or encounter any issues, please open an issue on my GitHub page.

Future Plans

For the next release, we're planning to add more statistical calculation methods and enhance the data visualization capabilities.

Thanks to everyone who contributed to this release!

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