3. Data Info

Check the Basic Information of the Data

  1. Click on Data Info in the Data Analysis category.

  1. Data: Select the data you want to see information about. You can select only specific columns of data via the funnel icon.

  2. Info Preview: The information is output as a preview.

  3. Run: Prints the information displayed in the Info Preview. The Data Info window doesn't close, so you can view additional information at your convenience.

  4. Code View: Preview the code that will be output.

  • Tip: You can select one or multiple columns.

General

  1. Info provides basic information such as Column, Non-Null Count, Dtype, etc.

  2. Describe displays basic statistics for each column.

  3. Head shows the top five rows of the DataFrame.

  4. Tail displays the bottom five rows of the DataFrame.

Status

  1. Null Count shows the count of Null and Non-Null values for each column.

  2. Duplicated reveals the count of duplicated values.

  3. Unique works on a single column. Shows the unique values in a column.

  4. Value Counts displays the count of each value in each column. For continuous variables, it shows the count within arbitrarily defined intervals.

Statistics

  1. Check and confirm desired statistical values.

1-1. Multiple selections are possible for square values.

1-2. Multiple selections are not possible for circular values.

Correlation

  1. Correlation Table shows a table indicating the correlation between each column.

  2. Correlation Matrix represents the correlation table as a Heat Map.

Distribution

  1. Represents data in various forms.

1-1. Histogram

1-2. Scatter Matrix

1-3. Box Plot

1-4. Counter Plot

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