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 workarounds·7 min read·Mar 15, 2022--2--2
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 them·6 min read·Oct 27, 2021--1--1
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 library·9 min read·Oct 19, 2021--1--1
Elena KosourovainTowards Data ScienceEnchanced Tabular Data Visualization (Pandas)Simple but efficient techniques to improve pandas dataframe representation·6 min read·Sep 25, 2021--1--1
Elena KosourovainTowards Data ScienceHandling Plot Axis Spines in PythonSome useful methods and tricks in matplotlib and seaborn·6 min read·Sep 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 boxplot·8 min read·Aug 30, 2021--2--2
Elena KosourovainTowards Data ScienceComparing Different Ways of Displaying Categorical Data in PythonTraditional vs. uncommon approaches and when to use them·11 min read·Aug 17, 2021--1--1
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 know·7 min read·Aug 9, 2021----
Elena KosourovainTowards Data Science16 Underrated Pandas Series Methods And When To Use ThemHasnans, pct_change, is_monotonic, repeat, and many others·5 min read·Aug 4, 2021--1--1
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 use·6 min read·Aug 1, 2021----