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Two main methods for exploring patterns in data are data visualization andmachine learning. The former relies on humans for investigating the patternswhile the latter relies on machine learning algorithms. This paper tries tofind the patterns using only data visualization. It addresses the mystery ofpopulation decline of a bird, named Rose-Crested Blue Pipit, in a hypotheticalnature preserve. Different visualization techniques are used and the reasons ofthe problem are found and categorized. Finally, the solutions for preventingthe future similar problems are suggested. This paper can be useful for gettingintroduced to some data visualization tools and techniques.

Addressing the Mystery of Population Decline of the Rose-Crested Blue Pipit in a Nature Preserve using Data Visualization