#1. Numerical Data

• Numerical Data is a type of data in the form of numbers.

• A dataset containing discrete or continuous numerical features is a numerical dataset.

• For Example:

  • Height
  • Weight - Number of Matches
  • Runs Scored

#2. Categorical Data

• Categorical Data is a type of data containing two or more categories.

• It can be divided or classified.

• For Example:

  • Income Group
  • Gender
  • Language
  • Location

#3. Time Series Data

• A time-series dataset is a sequence of data collected over an interval of time.

• For Example:

  • Stock Price Data
  • Monthly Sales Data
  • Website Traffic Data

#4. Textual Data

• Textual Data is a collection of textual information like words and phrases.

• It is primarily used for natural language processing problems.

• For Example:

  • Tweets
  • Comments
  • Reviews
  • Books