| description | Check the Basic Information of the Data |
|---|
- Click on Data Info in the Data Analysis category.
- Click on the Data tab at the top left to select the DataFrame for which you want to view information.
2-1. Click on the funnel icon on the tab's right side allows you to extract specific columns.
- In the Info Preview on the right, information is displayed briefly.
- Clicking Run will execute the code without closing the window.
- Use Code View at the bottom left to check the generated code.
- Info provides basic information such as Column, Non-Null Count, Dtype, etc.
- Describe displays basic statistics for each column.
- Head shows the top five rows of the DataFrame.
- Tail displays the bottom five rows of the DataFrame.
- Null Count shows the count of Null and Non-Null values for each column.
- Duplicated reveals the count of duplicated values.
- Unique works on a single column. Shows the unique values in a column.
- Value Counts displays the count of each value in each column. For continuous variables, it shows the count within arbitrarily defined intervals.
- 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 Table shows a table indicating the correlation between each column.
- Correlation Matrix represents the correlation table as a Heat Map.
- Represents data in various forms.
1-1. Histogram
1-2. Scatter Matrix
1-3. Box Plot
1-4. Counter Plot
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