Data Extraction, Wrangling, & Visualization
Goal: Discuss the different sources available to extract data, arrange the data in structured form, analyze the data, and represent the data in a graphical format.
Objectives: At the end of this Module, you should be able to:
• Discuss Data Acquisition techniques
• List the different types of Data
• Evaluate Input Data
• Explain the Data Wrangling techniques
• Discuss Data Exploration
Topics:
• Data Analysis Pipeline
• What is Data Extraction
• Types of Data
• Raw and Processed Data
• Data Wrangling
• Exploratory Data Analysis
• Visualization of Data
Hands-On/Demo:
• Loading different types of dataset in Python
• Arranging the data
• Plotting the graphs