This dataset contain detailed information about pizza orders, including specifics about the pizza variants, quantities, pricing, dates, times, and categorization details.

pizza_id: A unique identifier assigned to each distinct pizza variant available for ordering. order_id: A unique identifier for each order made, which links to multiple pizzas. pizza_name_id: An identifier linking to a specific name of the pizza. quantity: The number of units of a specific pizza variant ordered within an order. order_date: The date when the order was placed. order_time: The time when the order was placed. unit_price: The cost of a single unit of the specific pizza variant. total_price: The aggregated cost of all units of a specific pizza variant in an order. pizza_size: Represents the size of the pizza (e.g., small, medium, large). pizza_category: Indicates the category of the pizza, such as vegetarian, non-vegetarian, etc. pizza_ingredients: Provides a list or description of the ingredients used in the pizza. pizza_name: Specifies the name of the specific pizza variant ordered.

Labeled Pizza images suitable for training and evaluating computer vision and deep learning models.

Dataset

This dataset was created by Nayan Agal

Released under Apache 2.0

Contents

Context

I created 4 pizza prices list data from various companies, such as Pizza Hut, Domino's Pizza, etc. And my purpose for making this data is only for learning purposes, and I don't use it for my personal interests, here's the description for every company:

Desc

Domino’s Pizza Menu Prices

If Domino’s doesn’t ring a bell, then you must have been living in Mongolia, as this is one of the only places this chain doesn’t have a restaurant. With over 10,000 stores in 73 countries, Domino’s have conquered the global pizza market. Not to mention being the second-largest pizza chain in the USA.

From their humble beginnings as a traditional pizzeria, they have continuously expanded their menu and at current locations, you can find a huge variety of items. Worldwide you’ll find first and foremost a vast range of pizzas; but also chicken wings, pasta, garlic bread, cheesy bread, potato wedges, a range of soft drinks and a divine selection of delicious desserts. All baked in-house and to your personal preferences.

Pizza Hut Menu Prices

Pizza Hut is a company founded in Wichita Kansas. The franchise was started by two brothers in the 1950’s and grew from there. There are several options for customers to choose. The. There are salads, pizzas, pasta, and various other food items. The food’s taste is generally great and has good quality.

The company employs over 160,000 people worldwide. Pizza Hut is a wholly-owned subsidiary owned by Yum! Brands. Currently t the restaurant is headquartered in Plano Texas. The franchise’s slogan is Flavor of Now. This slogan shows of the brand want to improve itself int into the future. The franchise has found consistent success and growth throughout the years.

Godfather’s Pizza Menu Prices

This fast-casual Italian chain has been a long time favourite across America, at one point ranking the third-largest pizza chain in the country. While they no longer hold the title of one of the largest, they remain one of the best. Their slogan is simple and straight to the point “We serve good pizza”.

Godfather’s Pizza has always been committed to providing a better tasting, all-around superior product and this is exactly what they provide. They make their signature dish the way it’s supposed to be made, with four different types of delicious crust, 100% real cheese and incredible toppings.

IMO’s Pizza Menu Prices

This chain has been around for many years, filling the homes of their customers with consistently improving delights. Their thin crust is something their particularly famous for, cooked to perfection and cut into delightful bitesize squares, their slogan “the square beyond compare” definitely holds up to its high expectations.

Imo’s Pizza is also famous for the incredible St. Louis style pizza that is made with amazing Provel cheese. The company are dedicated to ensuring their customers are fully satisfied with every aspect of the business. So, whether you stop in and collect or get it delivered straight to your home, try one of their legendary dishes today.

Content

Independent Variables

• Company: The company that made the pizza.
• Pizza Name: The name of the pizza.
• Type: The type of pizza.
• Size: The size of the pizza.

Dependant Variable

• Price: The price of the pizza.

Task

• Q1: What is the most expensive pizza in each company?
• Q2: Which company has more pizzas on the menu?
• Q3: What is the average ($\mu$) price of pizza in each company?
• Q4: Suppose the Pizza Hut company owns $P = {X | X \ unique \ price \ value}$ and Domnino's Pizza owns $D = {X | X \ unique \ price \ value}$ what is $P \cap D$?
• Q5: For example, the average success probability (success makes customers happy) in the service of each existing company is $87\%$
  1. What is the probability for any company to succeed in making customers happy?
  2. What is the probability for each company to fail to make customers happy?
  3. What is the probability of at least one of the four companies succeeding in making customers happy?
• Q6: In a city, the city has $4$ pizza selling companies, namely Domino's Pizza, Pizza Hut, Godfather's Pizza, and IMO's Pizza, Employees want to buy pizza to accompany their lunch break, unfortunately these employees can only choose to buy from $3$ companies only, How many choices can the five employees choose?

Disclaimer

All attempts are made to provide up to date pricing information. However, prices and menu offerings can vary by location and time of the day. Hence please consider prices to be estimated prices. RealMenuPrices.com is an independent site and is not associated with or are affiliate of any restaurants food chains or entity listed on the site.

Data Source

https://realmenuprices.com/dominos-pizza-menu-prices/

Pizza

## Overview

Pizza is a dataset for object detection tasks - it contains Pizza annotations for 500 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Count Pizza

## Overview

Count Pizza is a dataset for object detection tasks - it contains Pizza annotations for 1,102 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Pizza Or Not Pizza

## Overview

Pizza Or Not Pizza is a dataset for classification tasks - it contains Pizza Not_pizza annotations for 1,966 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

This dataset contain detailed information about pizza orders, including specifics about the pizza variants, quantities, pricing and dates

pizza_id: A unique identifier assigned to each distinct pizza variant available for ordering. order_id: A unique identifier for each order made, which links to multiple pizzas. unit_price: The cost of a single unit of the specific pizza variant. quantity: The number of units of a specific pizza variant ordered within an order. month: The Month when the order was placed. hour: The hour when the order was placed. total_price: The aggregated cost of all units of a specific pizza variant in an order. pizza_size: Represents the size of the pizza (e.g., small, medium, large). pizza_category: Indicates the category of the pizza, such as vegetarian, non-vegetarian, etc.

Pizza

## Overview

Pizza is a dataset for instance segmentation tasks - it contains Dogs annotations for 1,189 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).

Sales of frozen pizza in the United States amounted to approximately *** billion U.S. dollars in 2024, up from ***** billion U.S. dollars the previous year. Frozen pizza - additional informationPizza is an Italian flatbread made with tomato sauce, cheese and an assortment of toppings such as meats, seafood and vegetables. Frozen pizzas, as well as other convenience foods, have become kitchen staples in many households in the United States. DiGiorno, Red Baron, and Totino's were the leading frozen pizza vendors in the U.S. in 2024, with DiGiorno, a subsidiary of Nestlé, reaching a market share of 16 *******. Private labels were also very popular among U.S. consumers, accounting for an ** percent share of the frozen pizza market. DiGiorno frozen pizza was first introduced into the U.S. market in 1995. All DiGiorno pizza products are manufactured in the Midwest. The company sources all of its ingredients in the United States and its pizza bakeries employ more than ***** people. Apart from DiGiorno, Nestlé owns top frozen pizza brands Tombstone, Jack’s and California Pizza Kitchen.

According to the data, for the 12 weeks ending July 14, 2024, Uno was the leading refrigerated pizza and pizza kit brand of the United States, after private labels, with sales amounting to over 340,000 units. Panera Bread followed, with sales reaching close to 289,000 units.

Discover the booming global pizza market! Explore key trends, growth drivers, and major players shaping this $150+ billion industry, projected to maintain a strong CAGR through 2033. Learn about regional market shares, innovative product launches, and the future of pizza.

In 2022, the global pizza market had an estimated sales volume of over 2.4 million tons. Western Europe accounted for the majority of sales, totaling close to 1.3 mllion tons, followed by North America where the sales volume reached 845,000 tons.

The number of pizza restaurants in the United States reached its peak in 2022, with ****** establishments across the country. Whilst the figures have fluctuated over the past decade, the number of pizza restaurants in the U.S. has increased by nearly ************* units since 2012.

Simple Pizza

## Overview

Simple Pizza is a dataset for object detection tasks - it contains Simple Pizza Detetor annotations for 216 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Introduction

Frozen Pizza Statistics: Frozen pizza, a household staple worldwide, offers convenience and variety. Typically composed of a crust and assorted toppings and packaged in cardboard boxes. Production involves dough preparation, application, flash-freezing, and packaging.

With a global presence in supermarkets and online food delivery platforms, frozen pizza comes in diverse varieties, including gluten-free and vegetarian options.

Branding and marketing drive consumer choices in a competitive market where established brands and newcomers vie for market share through innovation and pricing strategies.

Understanding these basics provides insight into the broader landscape of the frozen pizza industry, including market trends and growth opportunities.

The United States pizza market size was valued at USD 22.79 Billion in 2025 & expected to grow at a CAGR of 4.10% to reach USD 34.06 Billion by 2035.

In the United States between 2022 and 2024, frozen pizza was a very popular meal and its consumer share remained stable throughout the years. In 2024, as much as 87 percent of respondents indicated that they had frozen pizza.

I received a comprehensive dataset from a pizza company, encompassing their sales data for the entirety of 2015. This dataset includes detailed information such as the number of orders placed, the corresponding dates of these orders, the quantity of pizzas sold, specifications regarding pizza sizes, categorizations of the various pizza offerings, and specific names assigned to each pizza variety. This rich dataset provides valuable insights into the company's sales performance and customer preferences throughout the year 2015.

In the first quarter of 2023, around ** percent of respondents in the United States said that they ordered from quick service pizza restaurants more than once a week. Comparatively, ** percent said that they ordered from pizza QSRs once every couple of weeks and once a month, respectively.