Create a new file named app.py . This will serve as the entry point for your application.
# Ensure we only show numeric columns for the plot numeric_cols = df.select_dtypes(include=[np.number]).columns.tolist()
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# Metrics Row col1, col2, col3 = st.columns(3) numeric_data = data.select_dtypes(include=[np.number]) if not numeric_data.empty: col1.metric("Rows", data.shape[0]) col2.metric("Columns", data.shape[1]) col3.metric("Numeric Columns", numeric_data.shape[1])
To run this app, type the following in your terminal: streamlit run app.py 4. Key Streamlit Components Create a new file named app
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Save the file as app.py and run:
# Create a virtual environment python -m venv streamlit-env # Activate it # On Windows: streamlit-env\Scripts\activate # On Mac/Linux: source streamlit-env/bin/activate # Install Streamlit pip install streamlit Use code with caution.
: Step-by-step guides for one-click deployment using Streamlit Community Cloud , as well as professional hosting on AWS and Heroku . # Metrics Row col1, col2, col3 = st
Expanders are useful for hiding code or detailed statistics to reduce clutter.
Building upon years of development on the Cfx.re framework, which has existed in various forms since 2014, FiveM is the original community-driven and source-available GTA V multiplayer modification project.
We put the community ― both players, server owners, and the greater GTA modding community ― first.