<br>
<img src="https://user-images.githubusercontent.com/7164864/217935870-c0bc60a3-6fc0-4047-b011-7b4c59488c91.png" alt="Streamlit logo" style="margin-top:50px"></img>
# Welcome to Streamlit 👋
**A faster way to build and share data apps.**
Streamlit lets you turn data scripts into shareable web apps in minutes, not weeks. It’s all Python, open-source, and free! And once you’ve created an app you can use our [Community Cloud platform](https://streamlit.io/cloud) to deploy, manage, and share your app.
## Installation
Open a terminal and run:
```bash
$ pip install streamlit
$ streamlit hello
```
If this opens our sweet _Streamlit Hello_ app in your browser, you're all set! If not, head over to [our docs](https://docs.streamlit.io/library/get-started) for specific installs.
The app features a bunch of examples of what you can do with Streamlit. Jump to the [quickstart](#quickstart) section to understand how that all works.
<img src="https://user-images.githubusercontent.com/7164864/217936487-1017784e-68ec-4e0d-a7f6-6b97525ddf88.gif" alt="Streamlit Hello" width=500 href="none"></img>
## Quickstart
### A little example
Create a new file `streamlit_app.py` with the following code:
```python
import streamlit as st
x = st.slider("Select a value")
st.write(x, "squared is", x * x)
```
Now run it to open the app!
```
$ streamlit run streamlit_app.py
```
<img src="https://user-images.githubusercontent.com/7164864/215172915-cf087c56-e7ae-449a-83a4-b5fa0328d954.gif" width=300 alt="Little example"></img>
### Give me more!
Streamlit comes in with [a ton of additional powerful elements](https://docs.streamlit.io/library/api-reference) to spice up your data apps and delight your viewers. Some examples:
<table border="0">
<tr>
<td>
<a target="_blank" href="https://docs.streamlit.io/library/api-reference/widgets">
<img src="https://user-images.githubusercontent.com/7164864/217936099-12c16f8c-7fe4-44b1-889a-1ac9ee6a1b44.png" style="max-height:150px; width:auto; display:block;">
</a>
</td>
<td>
<a target="_blank" href="https://docs.streamlit.io/library/api-reference/data/st.dataframe">
<img src="https://user-images.githubusercontent.com/7164864/215110064-5eb4e294-8f30-4933-9563-0275230e52b5.gif" style="max-height:150px; width:auto; display:block;">
</a>
</td>
<td>
<a target="_blank" href="https://docs.streamlit.io/library/api-reference/charts">
<img src="https://user-images.githubusercontent.com/7164864/215174472-bca8a0d7-cf4b-4268-9c3b-8c03dad50bcd.gif" style="max-height:150px; width:auto; display:block;">
</a>
</td>
<td>
<a target="_blank" href="https://docs.streamlit.io/library/api-reference/layout">
<img src="https://user-images.githubusercontent.com/7164864/217936149-a35c35be-0d96-4c63-8c6a-1c4b52aa8f60.png" style="max-height:150px; width:auto; display:block;">
</a>
</td>
<td>
<a target="_blank" href="https://docs.streamlit.io/library/get-started/multipage-apps">
<img src="https://user-images.githubusercontent.com/7164864/215173883-eae0de69-7c1d-4d78-97d0-3bc1ab865e5b.gif" style="max-height:150px; width:auto; display:block;">
</a>
</td>
<td>
<a target="_blank" href="https://streamlit.io/gallery">
<img src="https://user-images.githubusercontent.com/7164864/215109229-6ae9111f-e5c1-4f0b-b3a2-87a79268ccc9.gif" style="max-height:150px; width:auto; display:block;">
</a>
</td>
</tr>
<tr>
<td>Input widgets</td>
<td>Dataframes</td>
<td>Charts</td>
<td>Layout</td>
<td>Multi-page apps</td>
<td>Fun</td>
</tr>
</table>
Our vibrant creators community also extends Streamlit capabilities using 🧩 [Streamlit Components](http://components.streamlit.app).
## Get inspired
There's so much you can build with Streamlit:
- 🧬 [Science & technology apps](https://streamlit.io/gallery?category=science-technology)
- 💬 [NLP & language apps](https://streamlit.io/gallery?category=nlp-language)
- 👀 [Computer vision apps](https://streamlit.io/gallery?category=computer-vision-images)
- 🏦 [Finance & business apps](https://streamlit.io/gallery?category=finance-business)
- 🗺 [Geography & society apps](https://streamlit.io/gallery?category=geography-society)
- and more!
**Check out [our gallery!](https://streamlit.io/gallery)** 🎈
## Community Cloud
Deploy, manage and share your apps for free using our [Community Cloud](https://streamlit.io/cloud)! Sign-up [here](https://share.streamlit.io/signup). <br><br>
<img src="https://user-images.githubusercontent.com/7164864/214965336-64500db3-0d79-4a20-8052-2dda883902d2.gif" width="400"></img>
## Resources
- Streamlit [docs](https://docs.streamlit.io), [community forum](https://discuss.streamlit.io) and [blog](https://blog.streamlit.io).
- Extend Streamlit's capabilities by installing or creating your own [Streamlit Components](http://components.streamlit.app/).
- Help others find and play with your app by using the Streamlit GitHub badge in your repository:
```markdown
[](URL_TO_YOUR_APP)
```
[](https://share.streamlit.io/streamlit/roadmap)
## License
Streamlit is completely free and open-source and licensed under the [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) license.
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"description": "<br>\n\n<img src=\"https://user-images.githubusercontent.com/7164864/217935870-c0bc60a3-6fc0-4047-b011-7b4c59488c91.png\" alt=\"Streamlit logo\" style=\"margin-top:50px\"></img>\n\n# Welcome to Streamlit \ud83d\udc4b\n\n**A faster way to build and share data apps.**\n\nStreamlit lets you turn data scripts into shareable web apps in minutes, not weeks. It\u2019s all Python, open-source, and free! And once you\u2019ve created an app you can use our [Community Cloud platform](https://streamlit.io/cloud)\u00a0to deploy, manage, and share your app.\n\n\n## Installation\n\nOpen a terminal and run:\n\n```bash\n$ pip install streamlit\n$ streamlit hello\n```\n\nIf this opens our sweet _Streamlit Hello_ app in your browser, you're all set! If not, head over to [our docs](https://docs.streamlit.io/library/get-started) for specific installs.\n\nThe app features a bunch of examples of what you can do with Streamlit. Jump to the [quickstart](#quickstart) section to understand how that all works.\n\n<img src=\"https://user-images.githubusercontent.com/7164864/217936487-1017784e-68ec-4e0d-a7f6-6b97525ddf88.gif\" alt=\"Streamlit Hello\" width=500 href=\"none\"></img>\n\n## Quickstart\n\n### A little example\n\nCreate a new file `streamlit_app.py` with the following code:\n```python\nimport streamlit as st\nx = st.slider(\"Select a value\")\nst.write(x, \"squared is\", x * x)\n```\n\nNow run it to open the app!\n```\n$ streamlit run streamlit_app.py\n```\n\n<img src=\"https://user-images.githubusercontent.com/7164864/215172915-cf087c56-e7ae-449a-83a4-b5fa0328d954.gif\" width=300 alt=\"Little example\"></img>\n\n### Give me more!\n\nStreamlit comes in with [a ton of additional powerful elements](https://docs.streamlit.io/library/api-reference) to spice up your data apps and delight your viewers. Some examples:\n\n\n<table border=\"0\">\n <tr>\n <td>\n <a target=\"_blank\" href=\"https://docs.streamlit.io/library/api-reference/widgets\">\n <img src=\"https://user-images.githubusercontent.com/7164864/217936099-12c16f8c-7fe4-44b1-889a-1ac9ee6a1b44.png\" style=\"max-height:150px; width:auto; display:block;\">\n </a>\n </td>\n <td>\n <a target=\"_blank\" href=\"https://docs.streamlit.io/library/api-reference/data/st.dataframe\">\n <img src=\"https://user-images.githubusercontent.com/7164864/215110064-5eb4e294-8f30-4933-9563-0275230e52b5.gif\" style=\"max-height:150px; width:auto; display:block;\">\n </a>\n </td>\n <td>\n <a target=\"_blank\" href=\"https://docs.streamlit.io/library/api-reference/charts\">\n <img src=\"https://user-images.githubusercontent.com/7164864/215174472-bca8a0d7-cf4b-4268-9c3b-8c03dad50bcd.gif\" style=\"max-height:150px; width:auto; display:block;\">\n </a>\n </td>\n <td>\n <a target=\"_blank\" href=\"https://docs.streamlit.io/library/api-reference/layout\">\n <img src=\"https://user-images.githubusercontent.com/7164864/217936149-a35c35be-0d96-4c63-8c6a-1c4b52aa8f60.png\" style=\"max-height:150px; width:auto; display:block;\">\n </a>\n </td>\n <td>\n <a target=\"_blank\" href=\"https://docs.streamlit.io/library/get-started/multipage-apps\">\n <img src=\"https://user-images.githubusercontent.com/7164864/215173883-eae0de69-7c1d-4d78-97d0-3bc1ab865e5b.gif\" style=\"max-height:150px; width:auto; display:block;\">\n </a>\n </td>\n <td>\n <a target=\"_blank\" href=\"https://streamlit.io/gallery\">\n <img src=\"https://user-images.githubusercontent.com/7164864/215109229-6ae9111f-e5c1-4f0b-b3a2-87a79268ccc9.gif\" style=\"max-height:150px; width:auto; display:block;\">\n </a>\n </td>\n </tr>\n <tr>\n <td>Input widgets</td>\n <td>Dataframes</td>\n <td>Charts</td>\n <td>Layout</td>\n <td>Multi-page apps</td>\n <td>Fun</td>\n </tr>\n</table>\n\n\nOur vibrant creators community also extends Streamlit capabilities using \u00a0\ud83e\udde9 [Streamlit Components](http://components.streamlit.app).\n\n## Get inspired\n\nThere's so much you can build with Streamlit:\n- \ud83e\uddec\u00a0\u00a0[Science & technology apps](https://streamlit.io/gallery?category=science-technology)\n- \ud83d\udcac\u00a0\u00a0[NLP & language apps](https://streamlit.io/gallery?category=nlp-language)\n- \ud83d\udc40\u00a0\u00a0[Computer vision apps](https://streamlit.io/gallery?category=computer-vision-images)\n- \ud83c\udfe6\u00a0\u00a0[Finance & business apps](https://streamlit.io/gallery?category=finance-business)\n- \ud83d\uddfa\u00a0\u00a0[Geography & society apps](https://streamlit.io/gallery?category=geography-society)\n- and more!\n\n**Check out [our gallery!](https://streamlit.io/gallery)** \ud83c\udf88\n\n## Community Cloud\n\nDeploy, manage and share your apps for free using our [Community Cloud](https://streamlit.io/cloud)! Sign-up [here](https://share.streamlit.io/signup). <br><br>\n<img src=\"https://user-images.githubusercontent.com/7164864/214965336-64500db3-0d79-4a20-8052-2dda883902d2.gif\" width=\"400\"></img>\n\n## Resources\n\n- Streamlit [docs](https://docs.streamlit.io), [community forum](https://discuss.streamlit.io) and [blog](https://blog.streamlit.io).\n- Extend Streamlit's capabilities by installing or creating your own [Streamlit Components](http://components.streamlit.app/).\n- Help others find and play with your app by using the Streamlit GitHub badge in your repository:\n```markdown\n[](URL_TO_YOUR_APP)\n```\n[](https://share.streamlit.io/streamlit/roadmap)\n\n## License\n\nStreamlit is completely free and open-source and licensed under the [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) license.\n",
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