Susan MainainTowards Data ScienceEffectively Use %timeit, %lprun, and %mprun to Write Efficient Python CodeA hands-on guide on how to use magic commands to test the most efficient python codeMar 8, 2023Mar 8, 2023
Susan MainainTowards Data SciencePivot tables in Pandas and Handling Multi-Index Data with Hands-On Examples in PythonLearn how to pivot a Pandas DataFrame and get meaningful insightsFeb 9, 20233Feb 9, 20233
Susan MainainTowards Data ScienceRegular Expressions (Regex) with Examples in Python and PandasA hands-on practical tutorial on Regex in PythonNov 9, 20224Nov 9, 20224
Susan MainainTowards Data Science10 Must-know Seaborn Visualization Plots for Multivariate Data Analysis in PythonLearn how to visualize data using Seaborn’s axes-level and figure-level plotsMay 3, 20223May 3, 20223
Susan MainainTowards Data Science8 Seaborn Plots for Univariate Exploratory Data Analysis (EDA) in PythonLearn how to visualize and analyze one variable at a time using seaborn and matplotlibMar 30, 2022Mar 30, 2022
Susan MainaHow I Analyzed My Data Science Articles with Python To Find Qualities of Best PerformersLearn what type of content to write about and the best time to publishFeb 23, 2022Feb 23, 2022
Susan MainainTowards Data ScienceFilter a Pandas DataFrame by a Partial String or Pattern in 8 WaysHow to inspect a DataFrame and return only the desired rowsOct 31, 20216Oct 31, 20216
Susan MainainTowards Data Science7 Data Pet Projects To Learn Data Science FasterA little creativity and an open mind are all it takes to identify a personal project.Oct 13, 2021Oct 13, 2021
Susan MainainTowards Data ScienceFunctions That Generate a Multi-index in Pandas and How to Remove the LevelsHow groupby and unstack operations create a multiindex and how to remove it without compromising the data’s integritySep 17, 2021Sep 17, 2021
Susan MainainTowards Data ScienceA Pandas Tutorial Highlighting 8 Essential FunctionalitiesThese are the functions and codes you will use in every projectJul 23, 2021Jul 23, 2021
