nan_to_num is a function of numpy library that converts NaN (not a number) to a numeric value. The NaN is generally replaced with zero whenever we call upon nan_to_num function. We might come across some datasets with records or values…
The read_clipboard() method reads the text in the clipboard of a system and passes it to read_csv() which returns a data frame. This method uses the pandas.compact.clipboard module internally. This module is used to carry out any operations with the…
Feather is a lightweight, open-source, and portable storage format used for storing data frames that can be interchanged between languages like Python and R. Feather is mainly used for sharing and data analysis. The Feather format has increased reading and…
Clustering is a type of unsupervised learning which is used to group similar objects in one cluster. Speaking technically, clustering is the process of grouping data points based on any criteria into different groups such that data points belonging to…
Pickle is the binary storage format that is used for object serialization. The process of converting python objects into byte streams is called serialization. Simply put, a byte stream is a sequence of bytes, a more straightforward method to store…
Before loading a parquet object, let us first know what a parquet file is and the differences between a parquet and CSV. What is a parquet? A Parquet is a storage format based on columnar storage of data. It is…