Gen. David L.FuzzyWuzzy - Python library for fuzzy string matchingFuzzyWuzzy is a Python library for fuzzy string matching. It calculates the similarity between strings based on distance algorithms, such…1d ago1d ago
Gen. David L.Several Outstanding Text2Sql (Chat2Sql) Open Source ProjectsIn the past, when boss, decision-makers, or business personnel wanted to gather some statistics or create a report, they invariably needed…5d ago5d ago
Gen. David L.Algorithms-the most comprehensive Python algorithm packageIn software development and computer science, algorithms are the core tools for problem-solving. Python, as a widely used programming…Jul 7Jul 7
Gen. David L.Apply the query Function to Enhance Data Filtering Efficiency in PandasMost Pandas users are familiar with the iloc[] and loc[] indexer methods for retrieving rows and columns from a Pandas DataFrame. However…Jun 29Jun 29
Gen. David L.Explore the Speed of DuckDB with Hundred-Million Row CSV FilesMany of you may have encountered a situation where you have a CSV file with 10 or 100 millions of rows and want to perform some analysis…Jun 27Jun 27
Gen. David L.How to Easily Split a Column of Data into Two Columns in PandasIn data processing, we often encounter situations where we need to split a column of data into multiple columns based on a certain rule…Jun 23Jun 23
Gen. David L.Several Methods for Efficiently Handling Large Datasets in PandasPandas is a powerful Python package for data manipulation, frequently used in tasks involving data analysis and modification. However…Jun 21Jun 21
Gen. David L.Eight Common Data Filtering Techniques with PandasIn everyday data analysis with Python, querying and filtering data based on various conditions, dimensions, and combinations is one of the…Jun 16Jun 16
Gen. David L.Haul, the all-in-one Python ETL tool for data processingIn data science projects or machine learning applications, data acquisition and processing are critical steps. Typically, we need to gather…Jun 14Jun 14
Gen. David L.Python Multiple Ways to Write Tables — Double Your Productivity!In data processing and analysis, writing data from Python to Excel is a common task. In this post we will introduce several common methods…Jun 11Jun 11
