Visualization of UK accidents using Plotly Express

提供方
在此指导项目中,您将:

Learn to Visualize UK accidents using Plotly Express

Learn to download dataset directly from Kaggle

1.5 hours
中级
无需下载
分屏视频
英语(English)
仅限桌面

In this 1.5-hour long project-based course, you will learn to Visualize the data of UK accidents using Plotly Express. This project gives detailed insights into United Kingdom (UK) long-term road accident trends between 2005 - 2014. We are going to visualize: 1. What is the rate of road accidents (i.e. the number of casualties) in the UK between 2005 - 2014? 2. What is the rate of road accidents based on weekdays? 3. How is the distribution of accident severity in the UK, from 2005 - 2014? 5. Which speed limit is closely associated with road accidents in the UK, from 2005 - 2014? 6. Which road type has the highest rate of road accidents between 2005 - 2014? By the end of this project, you will learn to set up Google Colab. You'll be able to download the UK accidents dataset directly from the Kaggle Platform on the Colab using Kaggle API. You'll visualize potential casualties due to road accidents, distribution of accident severity that may be either a serious accident, fatal accident, or a slight accident type. You will also visualize how speed limit is associated with the road accidents and see which road type has the highest rate of road accidents. You must have a basic knowledge of Python Programming Language. You'll need a free Gmail account to complete this project. 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

  • analysis

  • visualization

  • Python Programming

  • plotly express

  • EDA

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. Introduction & Import Libraries

  2. Download Dataset directly from Kaggle using Kaggle API

  3. Load the data on Pandas Dataframe

  4. Visualization of the rate of road accidents in UK between 2005-2014

  5. Visualization of the rate of accidents in UK based on Weekdays

  6. Visualization of the rate of road accidents based on accident severity distribution

  7. Visualization of which speed limit is closely associated with road accidents

  8. Visualization of which road type has the highest rate of road accidents between 2005-2014

指导项目工作原理

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在分屏视频中,您的授课教师会为您提供分步指导

常见问题

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指导项目授课教师是特定领域的专家,他们在项目的技能、工具或领域方面经验丰富,并且热衷于分享自己的知识以影响全球数百万的学生。

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指导项目不提供助学金。

指导项目不支持旁听。

您可在页面顶部点按此指导项目的经验级别,查看任何知识先决条件。对于指导项目的每个级别,您的授课教师会逐步为您提供指导。

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您可以直接在浏览器中于分屏环境下完成任务,以此从做中学。在屏幕的左侧,您将在工作空间中完成任务。在屏幕的右侧,您将看到有授课教师逐步指导您完成项目。