This is the official dataset for the Maven Pizza Challenge. It constitutes of annual sales data of a fictitious pizza place, including the date and time of each order and the pizzas served, with additional details on the type, size, quantity, price, and ingredients. Link: https://www.mavenanalytics.io/data-playground Source: Vincent Arel-Bundock (Rdatasets)

Contents

The dataset has 5 .csv files and 4 tables. * The order_details tables has 48621 rows containing order details regarding pizza type and order quantity. * The orders table record the datetime indicators of the 21351 orders. * The pizza_types table specifies the category, ingredients information about the 33 different pizza types offered by the pizza place. * The pizzas table has 97 rows containing the pricing details of pizza based on the size and pizza type.

Collection Methodology

The public dataset is available on the Maven Analytics website in the data playground platform, which is an online resource of sample datasets, hand-picked by Maven instructors. All of the Data Playground datasets are completely free and are available for everyone to learn with.

About this Data

This is a list of over 3,500 pizzas from multiple restaurants provided by Datafiniti's Business Database. The dataset includes the category, name, address, city, state, menu information, price range, and more for each pizza restaurant.

Note that this is a sample of a large dataset. The full dataset is available through Datafiniti.

What You Can Do with this Data

You can use this data to discover how much you can expect to pay for pizza across the country. E.g.:

• What are the least and most expensive cities for pizza?
• What is the number of restaurants serving pizza per capita (100,000 residents) across the U.S.?
• What is the median price of a large plain pizza across the U.S.?
  • Which cities have the most restaurants serving pizza per capita (100,000 residents)?

Data Schema

A full schema for the data is available in our support documentation.

About Datafiniti

Datafiniti provides instant access to web data. We compile data from thousands of websites to create standardized databases of business, product, and property information. Learn more.

Interested in the Full Dataset?

Get this data and more by creating a free Datafiniti account or requesting a demo.

This dataset I made is for predicting the prices of pizza, the dataset is not complete at all, but you can use this dataset for learning or study or maybe you want to upgrade the data by yourself, is okay for me, hopefully, this dataset is useful for you guys, and use this dataset wisely.

Github link: Pizza Price Dataset Notebook: Pizza Price Prediction V.2.0 Web Application: Pizza Price Prediction Web Application If you want to know version 1 of my pizza dataset, you can see version 5 in my notebook, thanks in advance!

PIZZA is a dataset for parsing pizza and drink orders, whose semantics cannot be captured by flat slots and intents.

jairNeto/pizza dataset hosted on Hugging Face and contributed by the HF Datasets community

This data includes the name and location of food service establishments and the violations that were found at the time of their last inspection. This dataset excludes inspections conducted in New York City (see: https://nycopendata.socrata.com/), Suffolk County (http://apps.suffolkcountyny.gov/health/Restaurant/intro.html) and Erie County. Inspections are a “snapshot” in time and are not always reflective of the day-to-day operations and overall condition of an establishment. Occasionally, remediation may not appear until the following month due to the timing of the updates. Some counties provide this information on their own websites and information found there may be updated more frequently. This dataset is refreshed on a monthly basis.

Last inspection data is the most recently submitted and available data.

For more information, check out http://www.health.ny.gov/regulations/nycrr/title_10/part_14/subpart_14-1.htm, or go to the "About" tab.

Consumer spending on carry-out orders from quick-service pizza restaurants in the United States reached around 20 billion U.S. dollars in 2023. This figure shows an increase over the previous year's total of 18.9 billion. Consumer spending on carry-out pizza in the U.S. peaked in 2020 during the coronavirus (COVID-19) pandemic. Carrying out an analysis of the carryout segment The pizza category of the quick-service restaurant (QSR) industry is divided into three main segments: delivery, dine-in, and carry-out. Sales from the four leading pizza chains in the United States accounted for the majority of the carry-out segment in 2022. Similarly, the carry-out segment accounted for most of overall consumer spending in quick-service pizza restaurants across the United States in 2022. Carryout orders are deal of the day Many pizza restaurants have improved their carry-out menu and promote carry-out deals because it is not only a way of cutting costs – delivery drivers are not required – but it also helps to edge out competition from food delivery apps, such as Grubhub and Uber Eats. Domino’s Pizza has been serving customers in the United States since 1960, with a particular focus on delivery; however, the carry-out segment has become a key area of the business in recent years. Many of the company’s stores in the United States are designed with the carry-out customer in mind – for example, special seating areas allow customers to watch their orders being made.

This statistic illustrates the results of a consumer survey, conducted by Public Policy Polling in February 2013. Americans were polled on their favorite pizza topping. Mushrooms were rated by some 14 percent of Americans as a favorite pizza topping in 2013.

Introduction

Pizza Hut Statistics: Pizza Hut is one of the most popular quick-service fast-food restaurants around the world. As of 2022, Pizza Hut ranked second by selling the highest number of pizzas in the United States of America. Pizza is not a dish that people will ever get bored of! The varieties of pizzas offered by Pizza Hut are mouthwatering. There are many Pizza brands in the competition today, but the brand awareness for this company is long-known. Considering the overall popularity and business this brand makes today, it has become one of the best quick-service restaurants in 2023 all over the world. Now let's get into the Pizza Hut Statistics real quick.

Editor’s Choice

• As of 2022, in the United States of America, Domino’s Pizza, Pizza Hut, and Little Caesars were ranked Pizza chains for generating the highest sales resulting in $8,571.9, $5,269.7, and $4,724.3 respectively.
• According to Pizza Hut Statistics, as of 2023, considering the previous 10 years, the American customer satisfaction index for Pizza Hut Restaurants in the USA has decreased resulting in 78.
• As of November 2023, pizzahut.com generated 26.64 million global traffic, whereas it was 5.29% more in October 2023 resulting in 28.13 million.
• The majority of the employees have at least have high school diploma resulting in 46.5%, followed by a bachelor’s 20.2%
• Pizza Hut is one of the top 10 brands with a high customer satisfaction score in the United States of America in 2023.
• In the United States of America, as of 2022, the primary franchise investments made by Pizza Hut were building and site improvements ($1,575,000), equipment ($300,000), and small wares ($50,000).
• According to Pizza Hut Statistics, most traffic is generated from the United States of America on pizzahut.com and its online delivery app.
• Online delivery apps for mobile generated 88.41% of traffic resulting in 23 million worldwide, while it is only 11.59% for desktop contributing 3 million.
• Pizza Hut is one of the top 5 brands in the USA as of September 2023, with 32% of Americans ordering food through delivery bookings. However, the top 3 places are secured by DoorDash (69%), Domino’s (47%) and Uber Eats (45%).
• Pizza Hut has various restaurant formats such as carry-out, storefront delivery, original family dine-in, hybrid such as carry-out, and dine-in locations.

Domino's Pizza, Inc. NYSE - Nasdaq Real Time Price (for 2 Years) in $USD

Expert industry market research on the Pizza Restaurants in the US (2024-2029). Make better business decisions, faster with IBISWorld's industry market research reports, statistics, analysis, data, trends and forecasts.

The global pizza market size reached US$ 148.6 Billion in 2023. By 2032, it will reach a value of US$ 222.5 Billion, growing at a CAGR of 4.45% during 2024-2032.

Original Visualization

https://d25d2506sfb94s.cloudfront.net/cumulus_uploads/inlineimage/2017-03-06/Pizza-01.png" alt="gdp-vs-happiness.png">

About this Dataset

SOURCE ARTICLE: YouGov DATA SOURCE: YouGov

Objectives

• What works and what doesn't work with this chart?
• How can you make it better?
• What is your favourite pizza topping?

A year's worth of sales from a fictitious pizza place.

llhbr/dreamboot-pizza dataset hosted on Hugging Face and contributed by the HF Datasets community

The pizza Foodservice Market is segmented by Type (Full-Service Restaurants, Quick Service Restaurants), by Structure (Chained Outlets and Independent Outlets), and by Geography (North America, Europe, Asia-Pacific, South America, the Middle East, and Africa). The report offers market size and forecasts in value (USD million) for the above segments.

Snapshot img

Pizza Market Size: Trends , Analysis and Growth Forecast 2023-2027

The global pizza market is expected to reach a value of USD 217.15 billion in 2027 with a CAGR of 6.26% between 2022 and 2027. This market growth report extensively covers market segmentation by distribution channel (quick service restaurants (QSR), full-service restaurants (FSR), and others), type (non-vegetarian pizza and vegetarian pizza), and geography (North America, Europe, APAC, Middle East and Africa, and South America).

    Analysis Period
    2017-2027


    Market Size (2017) Historic Year
    USD 133.55 billion


    Market Size (2027) - Forecasted Year
    USD 217.15 billion


    Historic Opportunity (2017-2021)
    USD 18.21 billion


    Historic CAGR
    3.25 %


    Forecasted Opportunity (2023-2027)
    USD 56.85 billion


    Market Opportunity Transformation Growth
    62.60 %


    Market Opportunity Capitalization
    USD 75.06 billion

The frozen pizza segment, dominated by major players like Domino's Pizza and Papa John's, has expanded significantly. This growth is attributed to the convenience it offers and the diverse pizza toppings available in frozen pizza options.The rise of digital platforms and online ordering has significantly impacted the growth of the pizza delivery segment in recent years.

Market Overview

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Market Growth and Forecasting

The increasing pizza consumption in developing countries is driving market growth analysis. In developing countries such as China, India, Brazil, South Africa, and Indonesia, consumer per capita income and urbanization are increasing, leading to lifestyle changes and increased consumption. There has also been a shift towards a preference for European food products such as pizza among the middle class in the countries. Additionally, consumers are choosing more customized versions based on crust type, toppings, sauce, and crust size. Due to consumer's demand, some vendors even offer nutritional calculators to appeal to health-conscious consumers. These calculators show total calories and sodium, total fat, carbohydrates, and protein. A growing preference for convenient meals is observed due to hectic work schedules and a greater number of women workers. All these factors indicate a growing demand for fast foods like pizza will result in market growth during the forecast period.

Pizza Market Trends

The growing popularity of online food orders through portals and mobile apps is a key market growth and trends. Online ordering is more accurate than phone ordering and is also beneficial for take-out restaurants as it ensures that orders are not lost due to peak times and limited staff. Customers prefer this option because of convenient delivery, ease of customization, and the ability to share feedback. Online ordering has expanded the customer base of pizza restaurants and made the customer experience much more satisfying.

Additionally, online shopping platforms might provide loyalty programs to customers. They can earn points which can be converted into discounts and other benefits and this encourages repeated ordering from their favorite restaurants. Mobile-based ordering is popular, especially among millennials. Hence the shift towards online sales platforms is likely to propel; the growth of the market during the forecast period.

Market Challenge

Fluctuation in the prices of food commodities is challenging market growth. The supply of raw materials can be affected by a number of factors, such as adverse weather conditions, national emergencies, strikes, government regulations, natural disasters, supply shortages, or other unexpected events. This can cause the prices of raw materials like wheat, vegetables, tomato sauce, meat, and cheese to fluctuate and reduce profit margins. Manufacturers generally experiment with cheaper substitutes to remain competitive in the market. Additionally, the demand for new product varieties with unique ingredients cannot be met due to a rise in raw material costs. This can result in the loss of customers who prefer more exotic flavors and tastes due to increasing product prices. Hence, the increasing cost of raw materials used in pizza production will be a barrier to market growth during the forecast period.

Market Size by Type (Traditional, Thin Crust, Thick Crust, Stuffed Crust)

The non-veg segment has different kinds of toppings, such as meat, chicken, and fish. Out of all these options, pepperoni is the most popular. It is an American variant of salami, a mix of pork and beef. Its one of the most common fast foods in the world with some of the most popular restaurants being based in the United States such as Papa Johns, Domino’s Pizza, and Pizza Hut. The global demand for non-veg pizza is predicted to grow during the forecast period due to rising demand from non-vegetari

• Report Overview
• Key Takeaways:
• Pizza Market Scope
• Key Market Segments:
• Market Dynamics
• Geopolitical Impact Analysis
• Regional Analysis
• Key Regions and Countries Covered in this Report:
• Market Key Players
• Recent Development
• Report Scope

Report Overview

In 2023, the Global Pizza Market will be valued at US$ 145.3 Billion, and from 2024 and 2033, this market is estimated to register a CAGR of 5.9%.The pizza market is a dynamic and ever-evolving industry that has captured individuals' significant attention and taste buds worldwide. Pizza, with its origins tracing back to ancient civilizations, has undergone a remarkable transformation over the years to become one of the world's most beloved and versatile foods. In recent decades, the pizza market has experienced significant growth, driven by factors such as globalization, changing consumer preferences, and the rise of the fast-food industry.The global pizza market is on an upward growth trajectory, driven by strong demand, particularly in North America, and innovative market strategies that cater to changing consumer tastes and preferences.

Key Takeaways:

• The global pizza market will be valued at US$ 145.3 Billion in 2023.
• The global pizza market is projected to reach US$ 254.1 Billion by 2033.
• Among types, non-vegetarian pizza accounted for the largest market share of 62.0%.
• Among crust types, thin crust type Pizza accounted for the majority of the market share with 59.9%.
• Based on toppings, meat-based toppings are expected to account for the largest market share in 2023 with 59.3%.
• Among pizza sizes, the large-sized pizza is more popular among consumers, and thus, it holds a 55.9% revenue share.
• Based on the distribution channel, the Quick Service Restaurants (QSR) segment is anticipated to account market share of 67.3%.
• Consumers between 25 and 44 years are expected to dominate the market by consumer type segment.
• Rising Digitalization and Online Delivery Services Driving the Global Pizza Market Growth.Increasing Demand for Convenience Foods Expected to Create Lucrative Growth Opportunities in the Pizza Market.
• There are more than 245,000 pizza restaurants worldwide. This extensive global presence reflects the popularity and widespread acceptance of pizza as a favored fast-food choice, contributing to the overall growth of the global pizza market.
• On average, Americans consume about 46 slices of pizza annually, which adds up to about 23 pounds of pizza eaten annually. Estimates put the number of pizza slices sold each second at 350, which comes out to about 21,000 per minute.

Pizza Market Scope

Type Analysis

The global pizza market is segmented based on type into non-vegetarian pizza and vegetarian pizza. Among both, non-vegetarian pizza holds the majority of the revenue share of 62.0% in 2023. This can be attributed to several factors popular preference for meat toppings. In several regions, especially in Western countries, there is a strong preference for meat toppings on pizzas.Favorites such as pepperoni, sausage, ham, and bacon are staple choices for a large segment of pizza consumers. This popularity drives higher sales of non-vegetarian pizzas. Consumers often perceive meat toppings as adding more value to a pizza than vegetarian options. This perception can lead to a willingness to pay a higher price for non-vegetarian pizzas, thereby contributing more to the revenue.

Crust Type Analysis

The market is segregated into thin crust, thick crust, stuffed, and others based on a crust type. Among these, the thin crust type pizza is more popular and thus accounted for the majority of the market share of 59.9% in 2023. Thin-crust pizza is favored for its crisp texture, which several individuals find appealing. The thinner base also makes the flavors of the toppings and sauce more pronounced, making the overall taste experience more about the toppings than the dough.Thin crust pizza is often perceived as a healthier choice compared to thicker crusts such as deep-dish or pan pizza. As global food trends lean towards lighter, more artisanal, and authentic dining experiences, thin-crust pizza aligns well with these preferences. It is often seen in upscale restaurants and artisanal pizzerias, which have gained popularity worldwide.The Demand for Meat Based Toppings is Boosting Owing to the Availability of Variety of OptionsThe market is further divided into meat, vegetables, vegan cheese, and others based on toppings. Among these, meat toppings accounted for the largest market share in 2023, with 65.7%. Meat toppings such as pepperoni, sausage, ham, bacon, and chicken are widely favored among pizza consumers. These toppings have become almost synonymous with pizza in several cultures, especially in Western countries where the demand for meat-topped pizzas is particularly high. Strong marketing and promotional strategies by pizza chains often highlight meat-topped pizzas. These marketing efforts can influence consumer choices, making meat toppings more popular.

Size Analysis

Based on size global pizza market is segmented into regular, large, and extra-large. Among these, large-size pizza is more popular and holds the majority of the market share at 55.9%. The popularity and market dominance of large-sized pizzas over regular and extra-large sizes can be attributed to several factors. Large pizzas often provide a better value for money. They typically have a lower cost per square inch compared to smaller sizes, making them more economical, especially for groups or families. This perception of getting more for less can drive consumer preference toward larger pizza sizes.

Distribution Channel Analysis

The market is segregated into Quick Service Restaurants (QSR), Full-Service Restaurants (FSR), and others based on distribution channels. Among these, Quick Service Restaurants (QSR) accounted for the majority of revenue share of 67.3%. The dominance of QSRs indicates that consumers highly value convenience and speed in their dining choices. QSRs typically offer fast service, takeout, and delivery options, which align well with the fast-paced lifestyle of many customers.Moreover, QSRs generally have a pricing advantage over FSRs. They often offer more budget-friendly options, which can be crucial in attracting a larger customer base, especially in cost-sensitive markets. In addition, QSRs are known for their adaptability in terms of menu offerings and embracing technology for order taking and delivery. This agility may contribute to their larger market share as they can quickly respond to changing consumer preferences.

Consumer Type Analysis

Based on consumer type, the market is divided into consumers under 25 years, between 25 and 44 years, and above 45 years. Among these, consumers between 25 and 44 years old are major end users in the pizza market, with a revenue share of 45.9% in 2023. Individuals in this age group generally have more disposable income compared to those under 25, who might still be in education or early in their career paths.They are more established in their careers and have more financial freedom to spend on eating out or ordering in, including buying

Nutrient analysis of pizzas

### Who likes pizza? I mean, there are so many things to like. let’s take a closer look! The data set pizza. sas7.bdat contains measurements that capture the kind of things that make a pizza tasty. Can you determine which pizza brand works best for you and explain why? The variables in the data set are:

### brand -- Pizza brand (class label) id -- Sample analysed mois -- Amount of water per 100 grams in the sample prot -- Amount of protein per 100 grams in the sample fat -- Amount of fat per 100 grams in the sample ash -- Amount of ash per 100 grams in the sample sodium -- Amount of sodium per 100 grams in the sample carb -- Amount of carbohydrates per 100 grams in the sample cal -- Amount of calories per 100 grams in the sample