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a personal used codebase for some common data processing tasks.

Project description

* Main Functions

add_sys_path

  • environment related

read_big_data, read_small_data, save_data, yaml_to_object

  • data loading and saving

col_to_float, col_to_str

  • data reformatting

get_sunday, get_time_dif

  • deal with time

list_diff, list_intersection, list_sym_diff, list_union, set_diff, set_intersection, set_sym_diff, set_union

  • the intersection, difference, union of two lists / sets

dataframe_mp

  • multi-processing

calculate_r2_value, lambda_groupby, count_words_in_list

  • specials

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