Dataanalysistoolkit

What's Changed
* updating packaging metadata files by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/18
* Thomasthaddeus patch 1 by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/19
* Dev by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/20
* update documentation deployment by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/21
* Fix docs build by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/22
* Dev branch should build documentation correctly now by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/23
* Update bandit.yml by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/24
* Update dev to match main by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/25
* Merge pull request 25 from thomasthaddeus/main by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/26

**Full Changelog**: https://github.com/thomasthaddeus/DataAnalysisToolkit/compare/v1.2.3...v1.2.3

What's Changed
* Dev by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/17

This patch fixes workflow run file so that it builds

**Full Changelog**: https://github.com/thomasthaddeus/DataAnalysisToolkit/compare/v1.2.1...v1.2.2

What's Changed
* Merge pull request 14 from thomasthaddeus/dev by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/15
* Dev by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/16


**Full Changelog**: https://github.com/thomasthaddeus/DataAnalysisToolkit/compare/v1.2.0...v1.2.1

What's Changed
* Create dependabot.yml by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/8
* updating dev branch by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/9
* Dev1 by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/10
* Dev1 by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/11
* Dev by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/12
* updating dev branch by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/13
* v1.2.0 by thomasthaddeus in https://github.com/thomasthaddeus/DataAnalysisToolkit/pull/14


**Full Changelog**: https://github.com/thomasthaddeus/DataAnalysisToolkit/compare/v1.1.1...v1.2.0

This update fixes some of the connector issues with the data connection class.

**Full Changelog**: https://github.com/thomasthaddeus/DataAnalysisToolkit/compare/v1.1.0...v1.1.1

In this version the documentation for the package has been updated and a makethedocs site has been created

New Features
- **Enhanced Excel Connector**: Improved handling of complex Excel files, including better support for custom formats and large datasets.
- **Advanced SQL Connector**: Added functionality for more complex SQL queries, including support for stored procedures and transaction management in SQL databases.
- **Robust API Connector**: Enhanced API Connector with automatic rate-limit handling and support for additional authentication methods.
- **Data Integration Enhancements**: Introduced advanced data integration techniques in the Data Integrator, including time-series data alignment and multi-key merging capabilities.
- **Data Formatter Expansion**: Added new transformation functions to the Data Formatter for more complex data manipulation, including custom lambda expressions and regular expression-based transformations.

Improvements
- **Performance Optimization**: Further optimized for efficiency, particularly in handling large datasets and complex data transformations.
- **User Experience Enhancements**: Improved the interface and error messaging to make the toolkit more intuitive and user-friendly.
- **Expanded Documentation and Examples**: Updated documentation with more examples and use cases, including advanced scenarios and tips for best practices.

Bug Fixes
- Addressed various bugs and issues identified in version 1.0.0, enhancing stability and performance.

Upgrade Instructions
To upgrade to DataAnalysisToolkit version 1.1.0, run:

bash
pip install dataanalysistoolkit --upgrade


Getting Started
Check out the updated `tutorial_data_import.ipynb` for an in-depth guide on utilizing the new and improved features in version 1.1.0. This tutorial offers practical, real-world examples to help you get the most out of the toolkit.

Acknowledgements
Our heartfelt thanks go out to the community of developers, data scientists, and enthusiasts. Your insightful feedback, feature requests, and bug reports have been invaluable in shaping this release.

Need Help or Want to Contribute?
For support, bug reports, or feedback, please visit our [GitHub Issues](https://github.com/your-repo/dataanalysistoolkit/issues) page. Interested in contributing? Check out our [contribution guidelines](https://github.com/your-repo/dataanalysistoolkit/CONTRIBUTING.md). We welcome and appreciate your contributions to the DataAnalysisToolkit!

Thank you for your continued support, and we hope you enjoy the new features and improvements in version 1.1.0!