Elena KosourovainTowards Data ScienceIterable, Ordered, Mutable, and Hashable Python Objects ExplainedDiscussing what each of these terms really means and implies, their main nuances, and some useful workaroundsMar 15, 20222Mar 15, 20222
Elena KosourovainTowards Data ScienceNot-So-Trivial Behavior of the df.sum() Pandas Method in the Presence of Missing ValuesSome potential issues and how to fix themOct 27, 20211Oct 27, 20211
Elena KosourovainTowards Data ScienceViolin, Strip, Swarm, and Raincloud Plots in Python as Better (Sometimes) Alternatives to a BoxplotWhen to use each of them, how to create, adjust, and combine these types of visualizations in the seaborn libraryOct 19, 20211Oct 19, 20211
Elena KosourovainTowards Data ScienceEnchanced Tabular Data Visualization (Pandas)Simple but efficient techniques to improve pandas dataframe representationSep 25, 20211Sep 25, 20211
Elena KosourovainTowards Data ScienceHandling Plot Axis Spines in PythonSome useful methods and tricks in matplotlib and seabornSep 9, 2021Sep 9, 2021
Elena KosourovainTowards Data ScienceHow To Fetch The Exact Values From A Boxplot (Python)An efficient way of extracting the descriptive statistics for a dataset from a matplotlib boxplotAug 30, 20212Aug 30, 20212
Elena KosourovainTowards Data ScienceComparing Different Ways of Displaying Categorical Data in PythonTraditional vs. uncommon approaches and when to use themAug 17, 20211Aug 17, 20211
Elena KosourovainTowards Data ScienceGoing Beyond value_counts(): Creating Visually Engaging Frequency Tables With Only 3 Lines Of Code…Some simple yet helpful lifehacks you probably didn’t knowAug 9, 2021Aug 9, 2021
Elena KosourovainTowards Data Science16 Underrated Pandas Series Methods And When To Use ThemHasnans, pct_change, is_monotonic, repeat, and many othersAug 4, 20211Aug 4, 20211
Elena KosourovainTowards Data ScienceAn Unconventional Yet Convenient Matplotlib Broken_Barh Function And When It Is Particularly…What it is, how to use and customize, when to useAug 1, 2021Aug 1, 2021