Data Science

Public Transport Access Points in the ​UK

In this project, we are going to visualise and analyse all the access points of public transport in Manchester. This project is focusing on spatial data using geopandas and shapely in python. we will use the Counties and Unitary Authorities (December 2016) Super Generalised Clipped Boundaries in England and Wales and also national public transport access nodes datasets which they have been provided by the UK government. checkout the below links to download datasets: Dataset1 Dataset2 let’s importing …

CRISP-DM

The CRISP-DM model has consistently been the most popular data mining process model throughout the past fifteen years that provides a structured approach to planning a data mining project. CRISP-DM stands for cross industry standard process for data mining.  The six phases of the CRISP Data Mining process are business understanding, data understanding, data preparation, modelling, evaluation and deployment [43].  As shown in figure below, CRISP-DM methodology is based on 6 steps:  . BUSINESS UNDERSTANDING  …

The Trade Growth Indicator In Italy

Economists and statisticians use various parameters for evaluating economic growth. The most famous and often used one for assessing the economy of a country is gross domestic product or GDP. Gross domestic product is a size of the worthiness of goods and services that one country produces and has a massive effect on global policy. In addition, GDP tends to best receive the true monetary worth of our economy. In UK, GDP is computed through …