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Ben Wellington: ML for Finance and Storytelling through Data
The Gradient: Perspectives on AI
Exploring Personal Experiences and Data Narratives in Blog Posts
Engagement in storytelling enhances the connection between readers and statistical data, particularly when exploring common experiences like parking tickets. A narrative can emerge from either an observation-driven approach, where personal experiences stimulate inquiry, or a data-driven method that involves sifting through information to find intriguing patterns. The investigation of parking ticket occurrences mapped across neighborhoods reveals unexpected insights, such as the association between certain areas and the prevalence of tickets issued to out-of-state drivers. Careful analysis is essential to avoid misinterpretations; presenting raw data without rigorous statistical backing can lead to overgeneralizations or misinterpretations. Even well-intentioned insights can be misrepresented by others, stressing the importance of clarity and caution in data presentation. This highlights the delicate balance between storytelling and data representation in conveying accurate narratives.
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