5 Best Ways to Iterate Through a CSV in Python

πŸ’‘ Problem Formulation: Working with CSV (Comma Separated Values) files is a common task in data processing and analysis. In Python, developers need efficient methods to iterate through CSV data to perform operations like searching, data manipulation, or data cleaning. For instance, given a CSV file containing user data, one might want to iterate through … Read more

5 Best Ways to Maintain Selected Columns in Python CSV Files

πŸ’‘ Problem Formulation: When working with CSV files in Python, there are frequent scenarios where you only need to keep certain columns while excluding others. For instance, given a CSV file with columns “ID”, “Name”, “Age”, and “Email”, you might want the output to only include “Name” and “Email”. This article explores different methods for … Read more

5 Best Ways to Keep Quotes in Python CSV Files

πŸ’‘ Problem Formulation: When dealing with CSV files in Python, it’s often necessary to maintain the integrity of the data, including quotes around certain fields. This may be paramount when field values themselves contain commas or other special characters that must be parsed correctly. Let’s say you have an input CSV file that includes quoted … Read more

5 Best Ways to Convert a CSV Table to PDF in Python

πŸ’‘ Problem Formulation: Python developers often need to convert data from CSV (Comma-Separated Values) files into formatted PDF (Portable Document Format) files. Whether it’s for report generation, data sharing, or archival purposes, the conversion from a plain text CSV file to a styled and portable PDF is a common task. This article tackles the problem … Read more

Efficiently Importing CSV Data into Google BigQuery with Python

πŸ’‘ Problem Formulation: You have a large CSV file that needs to be imported into Google BigQuery for data analysis and querying. The challenge is to efficiently transfer the data, ensuring data integrity and minimal downtime. This article demonstrates five methods to automate this process using Python, turning your bulky CSV into actionable BigQuery insights. … Read more

5 Best Ways to Convert Python CSV Files to Binary

πŸ’‘ Problem Formulation: This article addresses the conversion of CSV files into binary format using Python. This process is commonly required for performance improvement, ensuring data privacy, or to meet specific application requirements. For instance, converting tabular data from a CSV file into a binary format can significantly speed up parsing and reduce file size. … Read more