├── .gitignore ├── 1_a_create_a_dataframe_from_dictonary.ipynb ├── 1_b_create_a_dataframe_by_iterating_and_inserting_rows_.ipynb ├── 1_c_create_dataframe_from_a_csv_file.ipynb ├── 1_d_change_column_names.ipynb ├── 1_e_selecting_columns_or_choosing_columns.ipynb ├── 1_f_drop_or_delete_a_column.ipynb ├── 1_g_create_a_dataframe_with_randomly_generated_data.ipynb ├── 2_a_iterate_over_a_dataframe.ipynb ├── 2_b_apply_a_function_row_wise.ipynb ├── 2_c_apply_a_function_to_a_column.ipynb ├── 2_d_find_and_replace_a_value_in_dataframe_column.ipynb ├── 3_a_merge_dataframes_by_joining_columns.ipynb ├── 3_b_merge_dataframe_by_columns_on_index.ipynb ├── 3_c_merge_two_dataframes_and_split_again.ipynb ├── 3_d_group_by_and_interate.ipynb ├── 4_a_get_binary_or_logical_columns_from_dataframe.ipynb ├── 4_b_convert_categorical_columns_to_label_encoded_columns_or_integer_column.ipynb ├── 4_c_reduce_dimension_of_categorical_column.ipynb ├── 4_d_convert_categorical_columns_to_one_hot_encoded_columns.ipynb ├── 5_a_split_a_column_into_multiple_columns_based_on_delimiter.ipynb ├── 5_b_split_a_column_into_multiple_columns_one_hot_encoding.ipynb ├── 6_a_extending_dataframe_capabilities.ipynb ├── LICENSE ├── README.md └── data ├── sample_data.csv └── sample_data_2.csv /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vi3k6i5/pandas_basics/HEAD/.gitignore -------------------------------------------------------------------------------- /1_a_create_a_dataframe_from_dictonary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vi3k6i5/pandas_basics/HEAD/1_a_create_a_dataframe_from_dictonary.ipynb -------------------------------------------------------------------------------- /1_b_create_a_dataframe_by_iterating_and_inserting_rows_.ipynb: -------------------------------------------------------------------------------- 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