This week, I plan to analyze the dataset available at:
https://data.boston.gov/dataset/active-food-establishment-licenses
Approach 1 for Data Analysis: Inspection Results Overview
Within the dataset, which encompasses information about diverse food establishments, with a particular emphasis on restaurants, a thorough examination can reveal insights into their adherence to health and safety standards. The dataset comprises details like business names, license information, inspection results, and specific violations observed during inspections. One method of dissecting this information involves creating a comprehensive overview of inspection results for each establishment. This might entail computing the percentage of inspections resulting in a pass, fail, or other status. Furthermore, uncovering patterns in the types of violations documented and their occurrence across different establishments can offer valuable insights. Visual aids such as pie or bar charts can effectively communicate the distribution of inspection results and the most frequently observed violations.