Data Science

From A to Z: The Startup’s Complete Marketing Glossary

From A to Z: The Startup’s Complete Marketing Glossary

Introduction In the rapidly evolving landscape of marketing, staying updated with the latest terms and concepts is not just an advantage; it's a necessity. From AI, data science, growth marketing and retention strategies this comprehensive A to Z guide breaks down the technical terms, and provides clear, concise explanations of each term. A AB Testing:…

read more
595 396 Nicola Rubino
Marketing Mix Modeling: A Practical Guide for B2C Startups
Marketing Mix Modeling

Marketing Mix Modeling: A Practical Guide for B2C Startups

Introduction for B2C Startups As a Growth Marketing professional, this guide aims to illustrate what Marketing Mix Modeling entails, why it holds significance for startups, and it how works. Our previous discussion delved into the AdStock model, an econometric technique valuable for assessing the enduring impact of advertising spending over the long term. For a…

read more
2560 1707 Nicola Rubino
Adstock: Theory and Easy Excel Template for Marketers
adstock nico rubino

Adstock: Theory and Easy Excel Template for Marketers

This Blog Post Covers IntroductionWhat is Adstock in advertising?How to measure Adstock?A Practical Calculation in ExcelConclusionBibliography Introduction In this blog post, we dive into the fascinating and useful concept of Adstock, a crucial technique in marketing for the success of your advertising efforts. As you progress through this guide, you'll gain a better understanding of…

read more
2560 1707 Nicola Rubino
How to Standardise Data in Pandas. Z-Score Method

How to Standardise Data in Pandas. Z-Score Method

Introduction In today's data-driven world, marketing analytics plays a critical role in understanding consumer behavior and driving predictive marketing strategies. One of the key challenges marketers face is effectively segmenting their target audience by managing a lot of different features in the same model. In this blog post we will see how the scaling process…

read more
900 500 Nicola Rubino
How to Build Pivot Table in Pandas. Examples for Marketers.
pandas nico rubino data analysis

How to Build Pivot Table in Pandas. Examples for Marketers.

This blog post covers: Generating pivot tables from a CSV file Renaming columns in pivot tables Visualizing pivot tables with Matplotlib     Introduction In this blog post, we'll explore how to build and manipulate marketing pivot tables using pandas in Python and discover how to incorporate plotting libraries for diverse visualizations. As a data…

read more
2560 1900 Nicola Rubino
Mastering Data Cleaning in Python: A Practical Guide for Growth Marketers
clean data marketing pandas nico rubino

Mastering Data Cleaning in Python: A Practical Guide for Growth Marketers

Are you a Growth Marketer seeking a practical guide on data manipulation using pandas? This blog post will walk you through the process of data preparation and cleaning a sales marketing CSV file in pandas. As a marketer, it is crucial to perform data transformations before conducting analysis, such as adding, removing, or reordering columns,…

read more
2048 768 Nicola Rubino
How to import CSV files in pandas?
loading pandas csv

How to import CSV files in pandas?

  Overview In this blog post you will learn the steps required to import CSV files in pandas library using Jupyter notebook. We will also explore what the most popular data types are. Data Sources Type Explained to Growth Marketers You might wonder, why would you need to import CSV files in pandas? Each team…

read more
1366 910 Nicola Rubino