Create Interactive Dashboards with Streamlit and Python

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在此指导项目中,您将:

Build interactive data dashboards with Streamlit and Python

Use Pandas for data manipulation in data science workflows

Create interactive plots with Plotly Python

Clock2 hours
Intermediate中级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

Welcome to this hands-on project on building your first interactive, data dashboard with the Streamlit library in Python. By the end of this project, you are going to be comfortable with using Python and Streamlit to build beautiful and interactive dashboards and web apps, all with zero web development experience! We are going to load, explore, visualize and interact with data, and generate dashboards in less than 150 lines of Python code! Prior experience with writing simple Python scripts and using pandas for data manipulation is recommended. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培养的技能

Data SciencePython ProgrammingStreamlitbusiness-analyticsData Visualization (DataViz)

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  1. Project Overview and Demo

  2. Turn Simple Python Scripts into Web Apps

  3. Load the Twitter US Airline Sentiment Data

  4. Display Tweets in the Sidebar

  5. Plot Interactive Bar Plots and Pie Charts

  6. Plotting Location Data on an Interactive Map

  7. Plot Number of Tweets by Sentiment for Each Airline

  8. Word Cloud for Positive, Neutral, and Negative Tweets

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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