View monthly updates and historical trends for US Real Retail Sales. from United States. Source: Census Bureau. Track economic data with YCharts analytics.

Graph and download economic data for Retail Sales: Retail Trade and Food Services (MRTSSM44X72USN) from Jan 1992 to Aug 2025 about retail trade, food, sales, retail, services, and USA.

Retail Sales in the United States increased 0.20 percent in September of 2025 over the previous month. This dataset provides - U.S. December Retail Sales Increased More Than Forecast - actual values, historical data, forecast, chart, statistics, economic calendar and news.

This dataset, identified by the series ID RSXFS, is sourced from the U.S. Census Bureau and is available through the Federal Reserve Economic Data (FRED) system of the St. Louis Fed. It provides a monthly measure of retail sales across the United States. The data represents the total value of sales at retail and food services stores, measured in millions of dollars and adjusted for seasonal variations. It is important to note that the most recent month's value is an advance estimate, which is subject to revision in subsequent months as more comprehensive data becomes available. As a key economic indicator, this series is widely used by economists and analysts to gauge consumer spending and assess the overall health of the U.S. economy.

Suggested Use Cases: - This dataset is highly valuable for economic analysis and can be used to: - Conduct time series analysis and modeling. - Track consumer spending patterns. - Forecast future retail sales. - Analyze the impact of economic events on the retail sector.

License The RSXFS dataset is sourced from the U.S. Census Bureau and is considered Public Domain: Citation Requested. This means the data is freely available for use, but you must cite the source and acknowledge that the data was obtained from FRED. If you plan on using any copyrighted series from other data providers on FRED for commercial purposes, you would need to contact the original data owner for permission.

Data Fields: The dataset primarily contains two columns: - observation_date: The date of the monthly data point, recorded as the first day of each month from January 1992 to July 2025. - RSXFS: The value of advance retail sales in millions of dollars.

Citation and Provenance:
Source: U.S. Census Bureau
Release: Advance Monthly Sales for Retail and Food Services
FRED Link: https://fred.stlouisfed.org/series/RSXFS
Citation: U.S. Census Bureau, Advance Retail Sales: Retail Trade [RSXFS], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/RSXFS, September 8, 2025.

Graph and download economic data for Advance Retail Sales: Retail Trade (RSXFS) from Jan 1992 to Aug 2025 about retail trade, sales, retail, services, and USA.

View monthly updates and historical trends for US Retail Sales. from United States. Source: Census Bureau. Track economic data with YCharts analytics.

Poland Real Retail Sales Index: PKD 2007: Goods: Others data was reported at 115.000 Same Mth PY=100 in Oct 2018. This records an increase from the previous number of 108.900 Same Mth PY=100 for Sep 2018. Poland Real Retail Sales Index: PKD 2007: Goods: Others data is updated monthly, averaging 100.900 Same Mth PY=100 from Nov 2007 (Median) to Oct 2018, with 132 observations. The data reached an all-time high of 119.400 Same Mth PY=100 in Mar 2014 and a record low of 85.200 Same Mth PY=100 in Aug 2015. Poland Real Retail Sales Index: PKD 2007: Goods: Others data remains active status in CEIC and is reported by Central Statistical Office. The data is categorized under Global Database’s Poland – Table PL.H002: Retail Sales Index: Same Month Previous Year=100.

Standard error reference tables for the Retail Sales Index in Great Britain.

This dataset contains over 1 million rows of Apple Retail Sales data. It includes information on products, stores, sales transactions, and warranty claims across various Apple retail locations worldwide.

The dataset is designed to reflect real-world business scenarios — including multiple product categories, regional sales variations, and customer service data — making it suitable for end-to-end data analytics and machine learning projects.

Important Note

This dataset is not based on real Apple Inc. data. It was created using Python and LLM-generated insights to simulate realistic sales patterns and business metrics.

Like most company-related datasets on Kaggle (e.g., Amazon, Tesla, or Samsung), this one is synthetic, as companies do not share their actual sales or confidential data publicly due to privacy and legal restrictions.

Purpose

This dataset is intended for: Practicing data analysis, visualization, and forecasting Building and testing machine learning models Learning ETL and data-cleaning workflows on large datasets

Usage You may freely use, modify, and share this dataset for learning, research, or portfolio projects.

United States - Advance Retail Sales: Retail Trade was 624258.00000 Mil. of $ in March of 2025, according to the United States Federal Reserve. Historically, United States - Advance Retail Sales: Retail Trade reached a record high of 691312.00000 in December of 2024 and a record low of 130683.00000 in January of 1992. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Advance Retail Sales: Retail Trade - last updated from the United States Federal Reserve on December of 2025.

United States - Advance Retail Sales: Food Services and Drinking Places was 99520.00000 Mil. of $ in August of 2025, according to the United States Federal Reserve. Historically, United States - Advance Retail Sales: Food Services and Drinking Places reached a record high of 99520.00000 in August of 2025 and a record low of 15932.00000 in June of 1992. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Advance Retail Sales: Food Services and Drinking Places - last updated from the United States Federal Reserve on December of 2025.

Czech Republic Real Retail Sales Index: NACE 2: YoY: RT: in Non Specialized Stores (NS) data was reported at 103.006 % in Jan 2020. This records an increase from the previous number of 101.435 % for Dec 2019. Czech Republic Real Retail Sales Index: NACE 2: YoY: RT: in Non Specialized Stores (NS) data is updated monthly, averaging 102.292 % from Jan 2001 (Median) to Jan 2020, with 229 observations. The data reached an all-time high of 115.380 % in Apr 2003 and a record low of 93.061 % in Apr 2012. Czech Republic Real Retail Sales Index: NACE 2: YoY: RT: in Non Specialized Stores (NS) data remains active status in CEIC and is reported by Czech Statistical Office. The data is categorized under Global Database’s Czech Republic – Table CZ.H007: Retail Sales Index: Nominal and Real: YoY.

United States - Advance Retail Sales: Retail Trade and Food Services was 732010.00000 Mil. of $ in August of 2025, according to the United States Federal Reserve. Historically, United States - Advance Retail Sales: Retail Trade and Food Services reached a record high of 732010.00000 in August of 2025 and a record low of 158647.00000 in March of 1992. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Advance Retail Sales: Retail Trade and Food Services - last updated from the United States Federal Reserve on December of 2025.

Czech Republic Real Retail Sales Index: NACE 2: RT: ow Retail Trade excl Automotive Fuel (EF) data was reported at 150.770 2005=100 in Dec 2012. This records an increase from the previous number of 126.407 2005=100 for Nov 2012. Czech Republic Real Retail Sales Index: NACE 2: RT: ow Retail Trade excl Automotive Fuel (EF) data is updated monthly, averaging 104.755 2005=100 from Jan 2000 (Median) to Dec 2012, with 156 observations. The data reached an all-time high of 155.636 2005=100 in Dec 2011 and a record low of 59.335 2005=100 in Jan 2000. Czech Republic Real Retail Sales Index: NACE 2: RT: ow Retail Trade excl Automotive Fuel (EF) data remains active status in CEIC and is reported by Czech Statistical Office. The data is categorized under Global Database’s Czech Republic – Table CZ.H008: Retail Sales Index: Nominal and Real: 2005=100.

Context

The Monthly State Retail Sales (MSRS) is the Census Bureau's new experimental data product featuring modeled state-level retail sales. This is a blended data product using Monthly Retail Trade Survey data, administrative data, and third-party data. Year-over-year percentage changes are available for Total Retail Sales excluding Non-store Retailers as well as 11 retail North American Industry Classification System (NAICS) retail subsectors. These data are provided by state and NAICS codes beginning with January 2019.

Content

Geography: US

Time period: 2019 - 2022

Unit of analysis: US Census Bureau's Monthly State Retail Sales Data

Variables

Acknowledgements

Datasource: United States Census Bureau's Monthly State Retail Sales

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Retail Sales in Argentina increased 18.90 percent in September of 2025 over the same month in the previous year. This dataset provides the latest reported value for - Argentina Retail Sales YoY - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This timeline illustrates the real growth rate in retail sales in Brazil from 2001 to 2016 and it provides a forecast of the annual change in retail sales from 2017 to 2020. According to the source, the Brazilian retail sales market decreased by *** percent in 2016. It is forecasted that the Brazilian retail sales market will reach a growth rate of *** percent by 2020.

View quarterly updates and historical trends for US Real Retail Trade Inventories and Domestic Final Sales. from United States. Source: Bureau of Economic…

Graph and download economic data for Real Gross Domestic Product: Retail Trade (44-45) in the United States (USRETAILRQGSP) from Q1 2005 to Q2 2025 about GSP, private industries, retail trade, sales, retail, private, real, industry, GDP, and USA.

Poland Real Retail Sales Index: PKD 2007: Goods: Food, Beverages and Tobacco Products data was reported at 99.100 Same Mth PY=100 in Sep 2018. This records a decrease from the previous number of 101.000 Same Mth PY=100 for Aug 2018. Poland Real Retail Sales Index: PKD 2007: Goods: Food, Beverages and Tobacco Products data is updated monthly, averaging 102.700 Same Mth PY=100 from Nov 2007 (Median) to Sep 2018, with 131 observations. The data reached an all-time high of 116.400 Same Mth PY=100 in Dec 2016 and a record low of 89.600 Same Mth PY=100 in Apr 2018. Poland Real Retail Sales Index: PKD 2007: Goods: Food, Beverages and Tobacco Products data remains active status in CEIC and is reported by Central Statistical Office. The data is categorized under Global Database’s Poland – Table PL.H002: Retail Sales Index: Same Month Previous Year=100.