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Workshop: Data Visualization with Python

Workshop/ Training/ Webinar


Data Visualization with Python

Date: 13 Oct

Time: 14:30 - 17:00

Target Audience: All Students

Medium of Instruction: English

Pre-requisite: Basic knowledge in NumPy and Pandas

What you will learn

  • We are going to visualize the COVID 19 dataset from the Government of Hong Kong by using Python libraries Matplotlib, Seaborn and Folium
  • You will be able to add the data from web or CSV file to pandas dataframe
  • You will be able to perform data cleaning and data preparation
  • You will be able to plot graphs with different styles. For example, line plot, scatter plot, bars, pie charts etc

Course outline

  1. Prepare the programming environment
  2. Import data
  3. Explore data
  4. Data Cleaning
  5. Data Preparation
  6. Date Visualization
    1. Line Plot
      1. Multiple Axes in a figure
      2. Lines and Markers
    2. Area Plot
    3. Scatter Plot
    4. Bars
    5. Histograms
    6. Pie Charts
    7. Maps

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