smart data directory course work report The coursework is an individual assessment weighted 60% of the marks for the module. It is primarily an exercise in applying programming knowledge and skills to data analysis tasks, demonstrating your skills for problem-solving and critical thinking/evaluation. This assignment involves the Data Science salary analysis. You are expected to write Python programs and technical report on data understanding, preparation, exploration, and initial analysis. Data Set Description The data contains the information about various factors which can influence salary levels such as experience, work level, job title and many more. The objective of this analysis is to obtain a better understanding of the elements that influence the salaries of data scientists and discover any regularities or tendencies within the data. The primary objective of your work is to prepare data for further data mining and analysis. Requirements Specifications 1. Data Understanding
To understand what your data resources are and the characteristics of those resources. Write down your findings. [10 Marks] 2. Data Preparation
Write a python program to load data into pandas DataFrame [5 Marks]