Streamlit App to profile tables in snowflake
Description:
KundaliofSnowTable is a Streamlit app designed to connect to Snowflake, a cloud-based data warehousing platform. The app allows users to interactively explore their Snowflake databases and tables, providing insights through various data profiles and visualizations.
Features:
Database Selection: Users can select a Snowflake database from the available list. The app dynamically retrieves the list of databases to ensure the most up-to-date choices.
Table Selection: After selecting the database, users can choose a specific table from the selected database. The app dynamically loads the list of tables based on the chosen database, making the selection process smooth and intuitive.
Data Profiles: Once a table is selected, KundaliofSnowTable presents data profiles for all columns within the chosen table. For categorical data, the app generates bar charts displaying value counts. For numeric data, the app shows summary statistics and histograms to visualize the distribution.
#Snowflake #DataVisualization #DataProfiles #StreamlitApp #DataExploration
Git link: https://github.com/mahanteshimath/sft...
