Roman OracinTowards Data Science·May 31, 2022Member-onlyHow To Write Python without CodeA brief intro to a python package that generates the code while you analyze your data — Python use is consistently growing across industries. One reason for this is the increasing need to analyze large datasets. …Python4 min readPython4 min read
Roman OracinBetter Programming·Jan 28, 2022Member-onlyTry Mito Python Package: The Data Scientist’s SpreadsheetMito combines your favorite data science tools in a neat Python package — Mito is a spreadsheet interface for Python. You can import Mito into your Jupyter Notebook and a spreadsheet will appear. Just as the saying goes, one video is worth thousands of words — I know… it doesn’t go like that :) Each…Programming4 min readProgramming4 min read
Roman OracinTowards Data Science·Nov 2, 2021Member-onlyHow to Write Excel-like Formulas in PythonA short tutorial on how to write Excel-like formulas with the Mito package in Python — Many Python users are transitioning from spreadsheets because of a Python package that allows users to use Excel-like syntax. It is a spreadsheet environment for JupyterLab to help you with your Python analysis. Meet Mito — a Python package that initializes an interactive spreadsheet into your JupyterLab Environment. For each…Python4 min readPython4 min read
Roman OracinTowards Data Science·Oct 18, 2021Member-onlyInteractive Exploratory Data Analysis that Generates PythonA practical guide to interactive Exploratory Data Analysis on the Avocado dataset — Exploratory Data Analysis (EDA) is one of the first steps in the Data Science process — usually, it follows the data extraction. EDA helps us to get familiar with the data before we proceed with modeling or decide to repeat the extraction step. EDA helps Data Scientists to: get familiar…Python6 min readPython6 min read
Roman OracinTowards Data Science·Oct 10, 2021Member-onlyHow to Learn Data Science Interactively with Python?A JupyterLab extension generates code on the fly while you work on your analysis. — As the need for people to be data literate grows, Python’s popularity is growing with it. One of the annoyances of Python, regardless of if you are a Ph.D. Data Scientist or just starting to learn, is that the syntax can take a long time to get right. …Data Science4 min readData Science4 min read
Roman OracinTowards Data Science·Oct 3, 2021Member-onlyThe Mito JupyterLab Extension — A Spreadsheet that Generates PythonYou can call Mito into your Jupyter Environment and each edit you make will generate the equivalent Python in the code cell below. — Mito is a spreadsheet interface for Python Mito allows you to pass your dataframes or CSV files into a spreadsheet interface. It has the feel of Excel, but each edit generates the equivalent Python in the code cell below. At its best, this can be a really fast way to get your data analysis done.Python3 min readPython3 min read
Roman OracinTowards Data Science·Sep 18, 2021Member-onlyAnother JupyterLab Extension You Should Know AboutMito is a JupyterLab extension that enables exploring and transforming datasets with the ease of Excel… and it’s FREE. — It’s really an exciting time to be a part of the Data Science community with all the new JupyterLab extensions that are coming out. They make Data Science much more enjoyable by minimizing the tedious work. I remember the old days where we had to rely on numpy and matplotlib…Python5 min readPython5 min read
