https://hex.tech/ Drawback: It's expensive. There are 2 main sections: - Logic - App ## Logic It supports python like a jupyter notebook, and much more features are supported. ### Table Visualization  ## Chart visualization with data from a data frame  ### Widgets such as multiselect, slider, dropdown, and mapping to python variable Similar features also supported in Jupiter Notebook, but requires writing code. This allows user to pick a input and generate a custom visualization.  ### SQL Support HEX supports SQL query from SQL databases or pandas data frame.  ## App All of the functionalities I discussed above come from the Logic Section. The **App** section displays output from **Logic**. It's like `echo=FALSE` in RMarkdown. You may select the output to display from **Logic**.  ## Scheduled Run Cron job supported. Job can be added hourly, daily, weekly, monthly. Notification also supported like a CI pipeline. Similar to my project [cron-crawler-template](https://github.com/HuakunShen/cron-crawler-template), but can be done more easily. Since the script can be run periodically, it your data is time-sentsitive, everytime your audience open the page, the data displayed will always be up to date.  ## Embed A notebook can be embedded into other web pages using iframe. Notion embed also supported. ## Conclusion This is a great app as a always-up-to-date data visualization. I will used it to display my [LeetCode Scraper](https://github.com/HuakunShen/LeetCodeScraper) result.