This week I am looking to do analysis on this dataset:
https://data.boston.gov/dataset/active-food-establishment-licenses
Data Analysis Approach 1: Overview of Inspection Results
In the provided dataset containing information about various food establishments, particularly focusing on restaurants, a comprehensive analysis can be conducted to gain insights into their compliance with health and safety standards. The dataset includes details such as business name, license information, inspection outcomes, and specific violations noted during inspections. One approach to analyzing this data is to generate an overall overview of the inspection results for each establishment. This could involve calculating the percentage of inspections that resulted in a pass, fail, or other status. Additionally, identifying patterns in the types of violations recorded and their frequency across different establishments can provide valuable information. Visualizations such as pie charts or bar graphs can be employed to effectively communicate the distribution of inspection outcomes and the most common violations.
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