Streamlit
1 Introduction to Streamlit
1.1 What is Streamlit?
1.2 Why use Streamlit?
1.3 Setting up the environment
1.4 Creating your first Streamlit app
2 Basic Components
2.1 Text elements
2.1 1 Displaying text
2.1 2 Formatting text
2.2 Data display elements
2.2 1 Displaying data frames
2.2 2 Displaying tables
2.3 Input widgets
2.3 1 Text input
2.3 2 Number input
2.3 3 Date input
2.3 4 Dropdown selection
2.3 5 Slider
2.3 6 Checkbox
2.3 7 Radio buttons
2.3 8 Buttons
3 Advanced Components
3.1 Interactive widgets
3.1 1 Multiselect
3.1 2 File uploader
3.1 3 Color picker
3.2 Media elements
3.2 1 Displaying images
3.2 2 Displaying videos
3.2 3 Displaying audio
3.3 Chart elements
3.3 1 Line chart
3.3 2 Bar chart
3.3 3 Area chart
3.3 4 Scatter chart
3.3 5 Map chart
4 Layout and Styling
4.1 Layout components
4.1 1 Columns
4.1 2 Tabs
4.1 3 Expander
4.2 Styling elements
4.2 1 Custom CSS
4.2 2 Theming
4.2 3 Adding custom fonts
5 State Management
5.1 Session state
5.1 1 Managing state across reruns
5.1 2 Persisting state
5.2 Caching
5.2 1 Caching functions
5.2 2 Caching data
6 Deployment
6.1 Deploying to Streamlit Sharing
6.1 1 Setting up Streamlit Sharing
6.1 2 Deploying your app
6.2 Deploying to other platforms
6.2 1 Deploying to Heroku
6.2 2 Deploying to AWS
6.2 3 Deploying to Google Cloud
7 Best Practices
7.1 Writing clean and maintainable code
7.2 Optimizing performance
7.3 Handling errors and exceptions
7.4 Version control with Git
8 Advanced Topics
8.1 Integrating with other libraries
8.1 1 Integrating with Pandas
8.1 2 Integrating with Plotly
8.1 3 Integrating with TensorFlow
8.2 Building complex apps
8.2 1 Creating multi-page apps
8.2 2 Handling authentication
8.2 3 Building interactive dashboards
8.3 Custom components
8.3 1 Creating custom widgets
8.3 2 Extending Streamlit with custom components
9 Case Studies
9.1 Building a data exploration app
9.2 Building a machine learning model deployment app
9.3 Building a real-time data visualization app
3 1 1 Multiselect Explained

1 1 Multiselect Explained

Key Concepts

Explanation

1. Multiselect Widget

The st.multiselect widget in Streamlit is used to create a multiselect dropdown menu. This widget allows users to select one or more options from a predefined list. It is particularly useful when users need to make multiple choices, such as selecting multiple items from a list.

2. Options List

The options list is a list of strings that represent the choices available to the user. Each string in the list is a selectable option. The user can select any number of these options from the list.

3. Default Selection

The default selection parameter allows you to specify which options are pre-selected when the widget is first loaded. This can be useful for guiding users to a reasonable starting point or for pre-selecting commonly chosen options.

4. Return Value

The multiselect widget returns a list of the selected options. This list can be used in further computations or displayed to the user. If no options are selected, the returned list will be empty.

Examples

Example 1: Basic Multiselect

import streamlit as st

options = ["Option 1", "Option 2", "Option 3", "Option 4"]
selected_options = st.multiselect("Select options:", options)
st.write(f"You selected: {selected_options}")
    

Example 2: Multiselect with Default Selection

import streamlit as st

options = ["Option 1", "Option 2", "Option 3", "Option 4"]
default_selection = ["Option 2", "Option 4"]
selected_options = st.multiselect("Select options:", options, default=default_selection)
st.write(f"You selected: {selected_options}")
    

Analogies

Think of the multiselect widget as a digital version of a checklist. The user is presented with a list of items, and they can check off multiple items as needed. The default selection is like pre-checking some items on the checklist, making it easier for the user to start.

By mastering the use of st.multiselect, you can create interactive dropdown menus in your Streamlit applications that allow users to make multiple choices. This enhances the user experience by providing flexibility and ease of use.