{"repo":"Asifdotexe/DORA","free":true,"listed":false,"github":"https://github.com/Asifdotexe/DORA","clone":"git clone https://github.com/Asifdotexe/DORA.git","description":"DORA (Data Oriented Report Automator) automates Exploratory Data Analysis (EDA) to help you effortlessly explore datasets. Generate insightful statistics, visualizations, and reports with just a click! Streamline your data exploration workflow and uncover trends, patterns, and relationships in your data with ease.","language":"Python","stars":112,"topics":["python","html-report","pypi","cli-tool","exploratory-analysis","streamlit"],"license":"MIT","category":"workflow-automation","readme_excerpt":"Data Oriented Report Automator (DORA) An interactive power-tool to automate Exploratory Data Analysis (EDA) and generate beautiful, insightful reports in seconds. What is DORA? DORA is a tool that does the heavy lifting of data analysis for you. Instead of writing code to create charts and calculate statistics, you give DORA your data file, and it builds a comprehensive, beautiful HTML report automatically. You can use DORA in two ways: 1. Web App : No installation needed. Just upload your data and download the report. 2. CLI Tool : Install locally for power usage and automation. If you have used tools like ydata-profiling and sweetviz, DORA lets you do more. It provides a way to process kaggle dataset as well without a lot of clutter. Get started in 2 minutes 1. Install DORA Open your terminal and run the following command: 2. Run DORA Simply run the following command: DORA supports the following file formats: .csv , .xlsx , .json , .parquet An interactive wizard will appear and ask a few simple questions: - What is the path to your data file? (You can type a path like data/raw/insurance or even a Kaggle dataset URL like https://www.kaggle.com/datasets/sakshisatre/tips-dataset ) - Where should we save the report? - What kind of analysis do you want? Sit back for a few seconds, and DORA will generate your report. Example: Usage Examples The Easy Way (Interactive Wizard) Best for first-time users or quick checks. Just follow the prompts on the screen. DORA will handle the rest","default_branch":null,"files":null,"tree":[],"storefront":"/r/Asifdotexe","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Asifdotexe/DORA/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}