Designing and Implementing a Data Analysis Framework

Designing and implementing data analysis programs in C++ requires careful consideration of various factors. C++ is known for its efficiency and functionality, which makes it the best choice for dealing with large amounts of data. This chapter will explore the basic steps of building a complex data analysis program using C++. Defining the goals and requirements of the program is an important first step. This helps guide the design and implementation process, ensuring that the process meets specific research requirements.

Data governance is critical to the data analysis process. C++ provides robust data structures and libraries for efficient data processing. Choosing an appropriate data structure, such as arrays or vectors, is important for proper data storage and processing. Preliminary data processing and cleaning play an important role in ensuring data quality. C++ provides string manipulation capabilities to handle formatting...