One of the most significant challenges is obtaining and collecting high quality data to analyze. Many students have trouble securing access to real-world datasets that are large, complex, messy, and…
The first step for a data analysis project on sports analytics would be to clearly define the question or objective of the analysis. This will help guide the rest of…
Bike share programs store a significant amount of personal information on users such as names, addresses, payment information, trip histories, and other details. If not properly protected, this data could…
Start by clearly defining the scope and goals of your capstone project so you understand exactly what data is needed. Do thorough research on available data sources that could be…
One of the most important things when organizing data in Excel is to properly structure your worksheet and files. You’ll want to setup your Excel file in a clear and…
Analyzing Trends in Mental Health Issues Among College Students Over Time: For this project, you would work with a university to analyze de-identified data from student health center visits over…
The first step in any data analysis is to obtain and prepare the raw data. For this project, I was provided with sales transaction records from an online retail store…
One of the major challenges was changing the company’s data culture and mindset. Moving from a structured data warehouse approach to a more open, flexible data lake approach required breaking…
To ensure data privacy and security, the first step is to establish clear policies and guidelines regarding what types of data can and cannot be collected for the project, how…
Imputing missing demographic data is an important part of preparing survey datasets for analysis, as completing demographic information allows for more robust analytics and insights. With the given survey data,…
Alma Torres