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When Gastronomy Meets Data Science | A Burger White Paper

The Technical Paper and Methodology Behind our Standardized Burger Rating Scale
a toon style drawing of a science beakers and cathodes injected into hamburgers for analysis
 
 

Benz-Bongo Burger Algorithm White Paper


While some may say our dedication to the perfect burger borders on obsession, we believe there’s no such thing as too much precision. The public craves genuine, unbiased insights, not the empty promises of sponsored content and alluring but misleading imagery. That’s why we’ve developed a methodical, bias-free framework that sets the standard for burger excellence, empowering everyone to discern the true burger champions from the pretenders with their all-show-no-substance offerings.


Abstract

The Benz-Bongo Burger Algorithm (BBBA) represents a groundbreaking approach to burger assessment, offering a data-driven, objective ranking system. This whitepaper presents the BBBA’s innovative methodology, which utilizes crowd-sourced evaluations and a weighted system to establish a definitive guide to Vancouver’s finest burgers, transcending personal biases. This algorithm is applicable to any municipality but focuses solely on the City of Vancouver.


Introduction

The Benz-Bongo Burger Algorithm is born out of a necessity for transparency and objectivity in the culinary review landscape. Traditional burger rankings are often muddied by paid sponsorships and biased opinions, leading to a disservice to both consumers and culinary artisans. The BBBA seeks to rectify this by introducing a scientifically calibrated approach to burger evaluation.


Methodology

The BBBA employs a comprehensive survey that captures the multifaceted nature of the burger experience. Respondents are asked to rate various aspects of their burger encounters, from the juiciness of the patty to the ethical sourcing of ingredients and bun quality. The survey data is then processed through a weighted algorithm, meticulously designed to balance each factor according to its impact on the overall enjoyment. That weighted average allows us to establish scores for burgers as we actively review them and those 7 categories.


Survey Design

The survey utilized in the BBBA is structured to dissect the burger experience into seven critical categories:

  1. Patty Texture, Meat Freshness and Quality.

  2. Bun Texture, Choice and Quality.

  3. Toppings Freshness and Variety, Sauce Flavour and Level.

  4. Ingredient Sourcing and Ethicalness.

  5. Culinary Innovation & Presentation.

  6. Value for Money.

  7. Overall Taste & Satisfaction.


The categories for evaluation were initially established through a focus group of burger enthusiasts and culinary professionals. However, the actual weight assigned to each category is determined by an ongoing online survey, allowing the ratings scale to adapt in real-time as more data is gathered, reflecting the evolving preferences of the burger-loving community.


Data Analysis

Upon collection, survey responses are fed into the BBBA’s proprietary algorithm. This algorithm calculates a composite score for each burger venue, taking into account the weighted averages of each category. The result is a ranking that reflects not just individual taste, but a collective consensus on what constitutes burger excellence.


Results

The BBBA has been applied to numerous burger establishments across Vancouver to establish a baseline, yielding a dynamic and ever-evolving ranking of the city’s top burger destinations. These results are made publicly available, providing a reliable guide for both locals and visitors seeking the pinnacle of burger craftsmanship.


Conclusion

The Benz-Bongo Burger Algorithm stands as a testament to the power of data-driven culinary critique. By harnessing the collective palate of a diverse group of respondents, the BBBA transcends the limitations of traditional food reviews. It offers a robust, scalable, and transparent system that can adapt to the evolving tastes and values of the burger-loving community.


This white paper serves as a foundational document for the BBBA, detailing its approach and affirming its commitment to elevating the burger review process. It invites readers and burger aficionados to participate in the ongoing survey, contributing to a living database that celebrates the art of the burger in all its glory. 🍔


For those wishing to add their infamy to the legendary BBBA, take 3 minutes and fill out the attached survey, alternatively, click the above link and you can see the results of all submissions to-date. We appreciate your support in chasing burger excellence!

 

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