Learn how the ALTD function provides insights on public and private company performance using alternative data such as consumer transaction data and foot traffic data analytics. More specifically ...

This repository contains the data cleaning and preprocessing workflow applied to the Titanic dataset, implemented using Google Colab. The notebook demonstrates essential steps to prepare raw data for ...

Abstract: In Data Science, data modeling (including relational databases and big data) has traditionally used Entity-Relationship (ER) diagrams to represent structural characteristics of data. However ...

Loads and transforms raw data (replacing zero values with NaN for key features). Generates 8 preprocessing combinations (applying/removing outliers, balancing, scaling). Saves processed CSV files with ...

The detection of traffic events is not a trivial task, given the particularities of the environment and data availability. In this work, we propose a workflow that guides an ITS application designer ...

10.1111/j.1365-313X.2004.02016.x MAPMAN is a user-driven tool that displays large data sets onto diagrams of metabolic pathways or other processes. SCAVENGER modules assign the measured parameters to ...