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 code·11 min read·Mar 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 insights·11 min read·Feb 9, 2023--3--3
Susan MainainTowards Data ScienceRegular Expressions (Regex) with Examples in Python and PandasA hands-on practical tutorial on Regex in Python·14 min read·Nov 9, 2022--4--4
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 plots·13 min read·May 3, 2022--3--3
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 matplotlib·8 min read·Mar 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 publish·9 min read·Feb 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 rows·10 min read·Oct 31, 2021--6--6
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.·7 min read·Oct 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 integrity·8 min read·Sep 17, 2021----
Susan MainainTowards Data ScienceA Pandas Tutorial Highlighting 8 Essential FunctionalitiesThese are the functions and codes you will use in every project·12 min read·Jul 23, 2021----