Pandas Library

  1. Indexing and Data Selection
    1. Column Selection
      1. Single Column Selection
        1. Multiple Column Selection
          1. Selecting Columns by Data Type
          2. Row Selection
            1. By Integer Position
              1. By Label
                1. Row Slicing
                2. Label-based Indexing
                  1. Using .loc
                    1. Selecting Rows and Columns by Label
                      1. Slicing with .loc
                        1. Conditional Selection with .loc
                      2. Position-based Indexing
                        1. Using .iloc
                          1. Selecting Rows and Columns by Position
                            1. Slicing with .iloc
                              1. Conditional Selection with .iloc
                            2. Boolean Indexing
                              1. Single Condition Filtering
                                1. Multiple Condition Filtering
                                  1. Using .isin() Method
                                    1. Filtering with .query() Method
                                    2. Setting Values with Indexing
                                      1. Assigning Values to Columns
                                        1. Assigning Values to Rows
                                          1. Conditional Assignment
                                          2. The Index Object
                                            1. Understanding Index Objects
                                              1. Types of Index Objects
                                                1. Index Immutability
                                                2. Setting and Resetting Index
                                                  1. set_index() Method
                                                    1. reset_index() Method
                                                    2. Reindexing
                                                      1. reindex() Method
                                                        1. Reindexing Rows
                                                          1. Reindexing Columns
                                                            1. Filling Values During Reindexing

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                                                        3. Data Loading and Saving

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                                                        5. Data Cleaning and Preparation