I was hired by a wine blog to compare prices and services of wine tastings across Sonoma County, California.
Methods
The main steps on this project were:
Data cleansing. Removed errors, duplicates, and inconsistencies; investigated outliers and wrangled the datasets into a more friendly format. The tidyverse packages did the heavy lifting here.
Visualization. Developed visualizations with ggplot2 showing wine tastings pricing by winery and year, inflation impacts, and offered services.
3) Basic statistical analysis. Conducted descriptive and exploratory analyses. Some simple statistical tests were necessary for clarifying some points.
Results and Deliverables
The results were used in two annual reports, that even got some traction on the media´. You can check them here and here.
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Posted Oct 4, 2024
Data analysis of wine tastings prices and services, including data cleansing, exploratory analyses and visualizations.