Graph and download economic data for Total Business Sales (TOTBUSMPCSMNSA) from Feb 1992 to May 2025 about business, sales, rate, and USA.

This is a realistic and structured pizza sales dataset covering the time span from **2024 to 2025. ** Whether you're a beginner in data science, a student working on a machine learning project, or an experienced analyst looking to test out time series forecasting and dashboard building, this dataset is for you.

📁 What’s Inside? The dataset contains rich details from a pizza business including:

✅ Order Dates & Times ✅ Pizza Names & Categories (Veg, Non-Veg, Classic, Gourmet, etc.) ✅ Sizes (Small, Medium, Large, XL) ✅ Prices ✅ Order Quantities ✅ Customer Preferences & Trends

It is neatly organized in Excel format and easy to use with tools like Python (Pandas), Power BI, Excel, or Tableau.

💡** Why Use This Dataset?** This dataset is ideal for:

📈 Sales Analysis & Reporting 🧠 Machine Learning Models (demand forecasting, recommendations) 📅 Time Series Forecasting 📊 Data Visualization Projects 🍽️ Customer Behavior Analysis 🛒 Market Basket Analysis 📦 Inventory Management Simulations

🧠 Perfect For: Data Science Beginners & Learners BI Developers & Dashboard Designers MBA Students (Marketing, Retail, Operations) Hackathons & Case Study Competitions

pizza, sales data, excel dataset, retail analysis, data visualization, business intelligence, forecasting, time series, customer insights, machine learning, pandas, beginner friendly

United States - Total Business Sales was 1733841.00000 Mil. of $ in February of 2025, according to the United States Federal Reserve. Historically, United States - Total Business Sales reached a record high of 1974148.00000 in December of 2024 and a record low of 478951.00000 in January of 1992. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Total Business Sales - last updated from the United States Federal Reserve on July of 2025.

Exploring Online Sales Data with Power BI !!

Another productive day diving into online sales dataset! Here’s a roundup of the insights I uncovered today:

Revenue by Category: Analyzed revenue distribution across different product categories to identify high-performing sectors.

Revenue by Sub-Category: Drilled down into sub-categories for a more granular view of revenue streams.

Revenue by Payment Mode: Examined revenue patterns based on payment methods to understand customer preferences.

Revenue by State: Mapped out revenue by state to pinpoint geographical strengths and opportunities.

Profit by Category: Evaluated profitability across product categories to assess which categories yield the highest profit margins.

Profit by Sub-Category: Explored profit levels at a sub-category level to identify the most profitable segments.

Profit by Payment Mode: Analyzed profit distribution across different payment methods.

Top 5 States by Revenue and Profit: Highlighted the top 5 states driving the most revenue and profit, offering insights into regional performance.

Sales Map by State: Visualized sales data on a map to provide a geographical perspective on sales distribution.

Total Quantity, Revenue, and Profit: Aggregated data to give an overview of total quantities sold, overall revenue, and total profit.

Filter by Category: Added a filter functionality to focus on specific categories and refine data analysis.

Monthly dataset showing change in sales and jobs recorded by Xero, an online accounting software platform. This dataset is updated on a quarterly basis. These are official statistics in development. Source: Xero.

Graph and download economic data for Real final sales of goods and structures of domestic business (A810RX1Q020SBEA) from Q1 1947 to Q2 2025 about final sales, domestic, business, sales, goods, real, GDP, and USA.

Dataset

This dataset was created by Annakhew

Contents

Dataset

This dataset was created by Rohan Sharma

Contents

United States - Total Business Sales was -0.10000 % Chg. in April of 2025, according to the United States Federal Reserve. Historically, United States - Total Business Sales reached a record high of 8.80000 in May of 2020 and a record low of -14.50000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Total Business Sales - last updated from the United States Federal Reserve on July of 2025.

This dataset contains 10,000 simulated sales transaction records, each represented in natural language with diverse sentence structures. It is designed to mimic how different users might describe the same type of transaction in varying ways, making it ideal for Natural Language Processing (NLP) tasks, text-based data extraction, and accounting automation projects.

Each record in the dataset includes the following fields:

Sale Date: The date on which the transaction took place. Customer Name: A randomly generated customer name. Product: The type of product purchased. Quantity: The quantity of the product purchased. Unit Price: The price per unit of the product. Total Amount: The total price for the purchased products. Tax Rate: The percentage of tax applied to the transaction. Payment Method: The method by which the payment was made (e.g., Credit Card, Debit Card, UPI, etc.). Sentence: A natural language description of the sales transaction. The sentence structure is varied to simulate different ways people describe the same type of sales event.

Use Cases: NLP Training: This dataset is suitable for training models to extract structured information (e.g., date, customer, amount) from natural language descriptions of sales transactions. Accounting Automation: The dataset can be used to build or test systems that automate posting of sales transactions based on unstructured text input. Text Data Preprocessing: It provides a good resource for developing methods to preprocess and standardize varying formats of text descriptions. Chatbot Training: This dataset can help train chatbots or virtual assistants that handle accounting or customer inquiries by understanding different ways of expressing the same transaction details.

Key Features: High Variability: Sentences are structured in numerous ways to simulate natural human language variations. Randomized Data: Names, dates, products, quantities, prices, and payment methods are randomized, ensuring no duplication. Multi-Field Information: Each record contains key sales information essential for accounting and business use cases.

Potential Applications: Use for Named Entity Recognition (NER) tasks. Apply for information extraction challenges. Create pattern recognition models to understand different sentence structures. Test rule-based systems or machine learning models for sales data entry and accounting automation.

License: Ensure that the dataset is appropriately licensed according to your intended use. For general public and research purposes, choose a CC0: Public Domain license, unless specific restrictions apply.

The extent to which individual businesses in Great Britain experienced actual changes in their sales.

Amazon's B2B marketplace, Amazon Business, generated sales for about ** billion U.S. dollars in the United States in 2020. The value of products purchased on the platform is forecast to reach ** billion U.S. dollars by 2025. With this increase, Amazon Business is set to double its market share in the U.S. B2B e-commerce segment.

Graph and download economic data for Business Expectations: Sales Revenue Growth (ATLSBUSRGEP) from Dec 2016 to Jul 2025 about growth, revenue, projection, business, sales, indexes, and USA.

Graph and download economic data for Business Uncertainty: Sales Revenue Growth (ATLSBUSRGUP) from Dec 2016 to Jul 2025 about growth, uncertainty, revenue, projection, business, sales, indexes, and USA.

United States - Total Business Sales was -2.50000 % Chg. in February of 2025, according to the United States Federal Reserve. Historically, United States - Total Business Sales reached a record high of 24.10000 in March of 2021 and a record low of -16.50000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Total Business Sales - last updated from the United States Federal Reserve on July of 2025.

Dataset

This dataset was created by asdfgbhj

Contents

China Business Sales: YoY: Key Circulation Enterprise: Retail data was reported at 4.200 % in Nov 2018. This records a decrease from the previous number of 4.500 % for Oct 2018. China Business Sales: YoY: Key Circulation Enterprise: Retail data is updated monthly, averaging 6.900 % from Sep 2008 (Median) to Nov 2018, with 113 observations. The data reached an all-time high of 26.600 % in Jan 2011 and a record low of -4.700 % in Jan 2015. China Business Sales: YoY: Key Circulation Enterprise: Retail data remains active status in CEIC and is reported by Ministry of Commerce. The data is categorized under China Premium Database’s Consumer Goods and Services – Table CN.HSA: Business Sales of Key Circulation Enterprise.

China Business Sales: YoY: Core Commercial Enterprise (Retail & Catering) data was reported at 3.300 % in Apr 2015. This records an increase from the previous number of 3.100 % for Mar 2015. China Business Sales: YoY: Core Commercial Enterprise (Retail & Catering) data is updated monthly, averaging 8.950 % from Mar 2006 (Median) to Apr 2015, with 82 observations. The data reached an all-time high of 30.600 % in Jan 2008 and a record low of 0.500 % in Mar 2009. China Business Sales: YoY: Core Commercial Enterprise (Retail & Catering) data remains active status in CEIC and is reported by Ministry of Commerce. The data is categorized under China Premium Database’s Consumer Goods and Services – Table CN.HSA: Business Sales of Key Circulation Enterprise.

China Business Sales: YoY: Key Circulation Enterprise: Photography data was reported at -3.600 % in Jun 2013. This records a decrease from the previous number of -2.900 % for May 2013. China Business Sales: YoY: Key Circulation Enterprise: Photography data is updated monthly, averaging 5.000 % from Sep 2008 (Median) to Jun 2013, with 51 observations. The data reached an all-time high of 19.600 % in Sep 2008 and a record low of -7.000 % in Dec 2008. China Business Sales: YoY: Key Circulation Enterprise: Photography data remains active status in CEIC and is reported by Ministry of Commerce. The data is categorized under China Premium Database’s Consumer Goods and Services – Table CN.HSA: Business Sales of Key Circulation Enterprise.

Taiwan Business Sales: CI: Information Service data was reported at 21,593.583 NTD mn in Mar 2019. This records a decrease from the previous number of 23,173.750 NTD mn for Dec 2018. Taiwan Business Sales: CI: Information Service data is updated quarterly, averaging 16,230.342 NTD mn from Jun 2007 (Median) to Mar 2019, with 48 observations. The data reached an all-time high of 23,173.750 NTD mn in Dec 2018 and a record low of 11,164.960 NTD mn in Jun 2007. Taiwan Business Sales: CI: Information Service data remains active status in CEIC and is reported by Ministry of Economic Affairs. The data is categorized under Global Database’s Taiwan – Table TW.H012: Business Sales: Ministry of Economics Affairs.