# Data Preparation

SheetMagic is an AI and unlimited web crawling plugin for Google Sheets. It empowers you to generate AI content and AI images with limitless AI prompting capabilities. SheetMagic also allows you to extract real-time data from websites and search engine result pages. Furthermore, it offers a suite of functionalities including data analysis, data preparation, and more, all within the familiar Google Sheets environment.

Unitxt is an innovative library tailored for generative language models, specializing in customized textual data preparation and evaluation. natively integrated with popular libraries like HuggingFace and LM-eval-harness, Unitxt breaks down the processing workflow into modular components, enabling easy customization and sharing. These components include comprehensive dataset handling definitions for model-specific formats, task prompts, and more. Unitxt-Catalog centralizes these components, promoting collaboration and exploration within modern text data workflows. Beyond a tool, Unitxt is a community-driven platform, empowering users to collaborate on building, sharing, and advancing their data pipelines.

The Alteryx Analytics Automation Platform is a comprehensive platform that provides end-to-end analysis, machine learning, and data science process automation, accelerating digital transformation.

This low-code data integration platform empowers enterprises to deliver data at 5-10 times the speed, providing the necessary agility and flexibility to boost productivity. It offers a collaborative, low-code solution for data preparation and exploratory data analysis, enabling the free deployment of predictive models. Users also receive a $1300 AWS credit and $300 Databricks DBU credit.

Sweephy is a no-code data cleansing, preparation, and machine learning platform. It focuses on providing specialized development for each business case, helping you transform raw data into business value. Sweephy offers a range of machine learning modules, including data visualization, text classification, duplicate record checking, data analysis, and interpretation. With Sweephy, you can easily process data and extract business value.

Label Studio is a flexible open-source data annotation platform suitable for various data types. It can help users prepare training data for computer vision, natural language processing, speech, audio, and video models. Label Studio provides various annotation types, including image classification, object detection, semantic segmentation, audio classification, speaker diarization, sentiment analysis, text classification, and named entity recognition. It supports quick setup and use, making it suitable for both individuals and teams.