Retail Sales Control Group in the United States increased to 0.40 percent in May from -0.20 percent in April of 2025. This dataset includes a chart with historical data for the United States Retail Sales Control Group MoM.

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

Retail Sales in the United States decreased 0.90 percent in May 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.

According to estimates, Amazon claimed the top spot among online retailers in the United States in 2023, capturing 37.6 percent of the market. Second place was occupied by the e-commerce site of the retail chain Walmart, with a 6.4 percent market share, followed in third place by Apple, with 3.6 percent.

Amazon’s continued success

Amazon has long dominated the e-commerce market as the world’s favorite online marketplace. In 2022, company hit over half a trillion U.S. dollars in net sales. The United States is by far Amazon’s most profitable market, as the U.S. branch generated over 356 billion U.S. dollars in sales in 2022. Germany ranked second, with 33 billion dollars, followed closely by the United Kingdom with 30 billion dollars.

Online shopping on the rise

Online shopping has grown significantly over the past decade, with more people turning to the internet for their shopping needs. The proof is in the numbers: the U.S. e-commerce industry was worth almost a trillion dollars in 2023. By 2027, forecasts show that the online market will grow to more than 50 percent. U.S. online shoppers purchase fashion and food and beverages the most via the internet.

This dataset is used for the working paper 'Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability,' authored by Fahimnia, Tan, and Tahirov. The data was collected during a laboratory experiment designed based on data from a real case in the fast-moving consumer goods (FMCG) industry. Each subject was assigned to one of the following treatment groups:

T1 (control group) - forecasts were made for a nonperishable product (shelf life of 9 months), with no service level information.

T2 - forecasts were made for a nonperishable product, with a high service level information.

T3 - the forecasts were still for a nonperishable product, with a lower service level information.

T4 - forecasts were made for a perishable product, with high service level information.

T5 - forecasts were made for a perishable product, with low service level information.

A total of 313 subjects prepared four forecasts each. For each forecast, a subject was provided with 30 weeks of sales data, including both normal and promotional weeks. The promotional weeks were highlighted as 'Promo.' The subjects were asked to provide their forecasts for week 31, basing their forecasts solely on historical data and potential sales promotions. Mean absolute percentage error (MAPE) was used to assess the accuracy of the forecasts. Percentage forecast bias was used to measure the deviation of adjusted forecasts from the normative benchmark forecast.

The new version of dataset includes three Excel files:

Excel file 1 (“DataSet.xlsx”) – This file contains the average adjusted forecast for each subject during both the promotional and non-promotional periods, along with other data such as demographic information, calculated MAPE, forecast bias, service level, and product perishability.

Excel file 2 and 3 (“Pool_1_Perishable” and “Pool_2_Non perishable”) - These files contain all the real datasets for perishable and non-perishable products used during the experiment.

Recent developments include: In February 7th 2023, Amazon said they are working with Green Mountain Power, an electric utility company in Vermont that will have fleets of electric delivery vans delivering products to customers. This is aimed at reducing carbon emissions as well as establishing a sustainable logistics industry., In November 3rd 2021, DHL International GmbH launched MySupplyChain, which is their Digital platform using AI and ML for seamless end-to-end visibility and control of supply chains. With this platform, retail trade is expected to gain from quicker and more effective logistics services., Aramex PJSC, for example, proclaimed recently that it had effectively bought Access USA Shipping, LLC (MyUS), a technology-enabled global platform facilitating cross-border e-commerce. Aramex received all necessary regulatory clearances and later concluded the acquisition at about USD 265 million in cash in October 2022., For instance, Boohoo Group plc picked DHL Supply Chain in October 2022 – a Germany-based contract logistics firm that is part of Deutsche Post DHL Group – to oversee their first-ever distribution center in the US. Warehousing solutions provided by DHL Supply Chain will enable Boohoo’s projected expansion in the US market, as the British fashion retailer has annual sales of over $2.4 billion., The Logistics Efficiency Enhancement Program (LEEP) of the Government of India, August 2022 saw the Ministry of Road Transport & Highways (MoRTH) developing multimodal logistics parks to address inadequate roads and material handling infrastructure.. Key drivers for this market are: Increased E-commerce Penetration: The surge in online shopping drives the need for efficient and customer-centric retail logistics solutions.

Globalization and Supply Chain Complexity: Complex global supply chains necessitate innovative and efficient logistics systems to manage cross-border flows.

Technological Advancements: Automation, AI, and data analytics enhance logistics efficiency and reduce costs.

Sustainability and Environmental Concerns: Consumers and businesses prioritize environmentally friendly logistics practices.

Customer Demand for Convenience and Personalization: Evolving customer expectations demand personalized and seamless logistics experiences.. Potential restraints include: Infrastructure and Regulatory Bottlenecks: Inadequate infrastructure and complex regulations can hamper logistics efficiency and increase costs.

Labor Shortages and Rising Costs: Skilled labor shortages and rising transportation costs pose operational challenges.

Supply Chain Disruptions: Global events and disruptions can impact supply chains and affect logistics operations.

Inventory Management Challenges: Managing inventory levels efficiently to meet demand while minimizing waste is crucial.

Cybersecurity Risks: The increasing use of technology exposes logistics systems to cybersecurity threats.. Notable trends are: Autonomous and Electric Vehicles: The adoption of autonomous vehicles and electric fleets reduces carbon emissions and enhances safety.

Blockchain for Supply Chain Visibility: Blockchain technology improves supply chain transparency and traceability.

Predictive Analytics and AI: Data analytics and AI optimize logistics planning and decision-making.

Collaborative Logistics Ecosystems: Partnerships and collaborations among logistics providers drive innovation and efficiency.

Customer-Centric Logistics: Personalized and value-added logistics services enhance customer satisfaction..

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

Johnson Controls Outlook: Company Eyes Growth Amidst Market Shifts (JCI)

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Comparison of changes in sales of confectionery before/after intervention between intervention vs. control stores, across store IMD groups.

Business attitudes towards consumer legislation. Product safety. Consumer authorities.

Revenue for home appliance stores in China has decreased an annualized 2.9% over the five years through 2025, to total $220.6 billion. Rising incomes, the expansion of chain enterprises, greater retail power over suppliers, and wider product ranges have all supported industry revenue growth. However, after 2020, consumers' lives and consumption patterns have been reshaped under the COVID-19 pandemic's influence. Faced with the triple pressure of demand contraction, supply shocks and weakening expectations, home appliance enterprises increased their competitiveness through transformation and upgrading, and improving online retail platforms. Industry revenue is expected to increase 8.3% in 2023 due to China's latest measures to improve pandemic prevention and control the recovery from the COVID-19 outbreak. Industry profitability is estimated at 8.5% of revenue in 2025. Profit margins vary significantly among different product segments. Increased industry competition has diminished profitability as companies have reduced their prices to maintain sales and increase market share. Over the five years through 2030, the industry is forecast to grow an annualized 4.6%, to reach $276.5 billion. This growth is forecast to be driven by the industry's expansion into China's less developed areas and boost consumption from the revision of the COVID-19 virus' prevention and control.

Kids Tablet Market in terms of revenue was estimated to be worth $3.5 billion in 2024 and is poised to reach $6.2 billion by 2034, growing at a CAGR of 6.5%

Revenue for the Commercial Real Estate industry in China is expected to decrease at an annualized 6.5% over the five years through 2025, with strict control on real estate sector and the effects of the COVID-19 epidemic since 2020.Since August 2020, the Government has proposed three debt indicators for real estate development and management companies through which the company's financial health can be rated. This new policy has exacerbated the company's debt pressure, making it unable to repay old debts by borrowing new debt. Some real estate companies faced a liquidity crisis.In 2022, the city's lockdown and laying-off caused by COVID-19 epidemic led to the pressure of delaying the delivery of commercial real estate. The industry's newly constructed and completed areas decreased significantly throughout the year. In addition, the epidemic has impacted sales in the real estate development and management industry, and some sales offices have been forced to close temporarily. In 2022, the newly constructed area of office buildings decreased by 39.1%, the newly constructed area of commercial-used buildings decreased by 42.0%, and the completed area dropped by 22.8% and 22.0% respectively.Industry revenue is forecast to recover at an annualized 1.4% over the five years through 2030. The industry's growth is anticipated to stabilize over the period, as the government continues to strengthen controls on real estate. The industry is projected to further expand into second- and third-tier cities, like Chengdu, Shenyang, and Xi'an, as firms seek to gain market share in regional centers over the next five years. Several city complex projects are planned to be built in these cities over the five years through 2030.

According to Cognitive Market Research, The Global Remote Control Toy Car market is USD 258 million in 2023 and will grow at a compound annual growth rate (CAGR) of 14.30% from 2023 to 2030.

The demand for remote control toy car market is rising due to children's growing interest in remote control toy cars as a hobby.
Demand for electric power remains higher in the remote-controlled toy car market.
The below 5 year old category held the highest remote control toy car market revenue share in 2023.
North America will continue to lead, whereas the Asia Pacific remote-controlled toy car market will experience the strongest growth until 2030.

Rising Technological Advancements to Provide Viable Market Output

The remote control toy car market is the continuous advancements in technology. Manufacturers are integrating cutting-edge technologies such as artificial intelligence, augmented reality, and advanced sensors into remote control cars, enhancing their performance, speed, and maneuverability. These innovations provide consumers with a more immersive and enjoyable experience. For instance, AI-enabled remote control cars can learn and adapt to different terrains, making them versatile for various play environments. Augmented reality features allow users to interact with a virtual environment while controlling their toy cars, adding excitement.

In February 2021, Hasbro Inc. acquired Entertainment One Inc., a Canadian entertainment company, for USD 3,800 million. This strategic move allows Hasbro to solidify its presence in the T.V. and film industry, as it now has control over 30 exciting projects.

(Source: www.entertainmentone.com/press/-hasbro-completes-acquisition-of-entertainment-one-/)

Additionally, improved battery technologies ensure longer playtime, enhancing user satisfaction. The appeal of these advanced features attracts both children and hobbyists, driving the market's growth as enthusiasts seek high-tech, entertaining, and interactive remote-controlled toy car options.

Growing Popularity of Hobbyist Communities to Propel Market Growth

The Remote Control Toy Car market is a thriving hobbyist community. Enthusiasts of all ages engage in remote control car racing, customization, and modifications, creating a vibrant subculture around these toys. These communities foster a sense of camaraderie, encouraging knowledge exchange, skill development, and friendly competition. Events such as races, exhibitions, and conventions bring hobbyists together, boosting high-performance and customizable remote control car sales. Manufacturers cater to this demographic by producing specialized models, upgrade parts, and accessories, driving market growth further.

Growth in the disposable income of families is driving market demand

Market Dynamics of the Remote Control Toy Car

Supply Chain Disruptions to Hinder Market Growth

The remote control toy car market is experiencing supply chain disruptions. The industry heavily relies on a complex global supply network involving various components, including microcontrollers, sensors, batteries, and plastic materials. During the COVID-19 pandemic, lockdowns, restrictions, and factory closures across different countries disrupted the production and transportation of these essential components. Delayed shipments, scarcity of raw materials, and workforce shortages led to a slowdown in manufacturing activities. Consequently, many toy car manufacturers faced challenges in meeting the demand, causing delays in product launches and fulfillment of orders. These disruptions impacted the production schedules and increased operational costs due to expedited shipping and sourcing alternative materials.

Impact of COVID-19 on the Remote Control Toy Car Market

The COVID-19 pandemic significantly impacted the Remote Control Toy Car market, causing both challenges and opportunities for the industry. During the initial phases of the pandemic, manufacturing and supply chain disruptions led to a shortage of products and delayed deliveries. With lockdowns and social distancing measures in place, brick-and-mortar retail stores, a significant sales channel for remote control toy cars, experienced a decline in foot traffic, leading to reduced sales. However, the pandemic also accelerated the shift towards online shopping and e-commerce platforms, benefiting businesses with a strong online presence. As ...

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Cosmetic Products Market Size 2025-2029

The cosmetic products market size is forecast to increase by USD 126.4 billion, at a CAGR of 5.8% between 2024 and 2029.

The market is driven by the rising aging population and the growing preference for organic cosmetics and cosmeceuticals. The aging population presents a significant opportunity as consumers in this demographic often prioritize skincare and personal grooming. Furthermore, the increasing awareness and concern for health and wellness have led to a surge in demand for organic and natural cosmetic products. However, this market landscape is not without challenges. The presence of counterfeit products poses a significant threat, as these products not only undermine brand reputation but also potentially harm consumers.
Companies must invest in robust counterfeit prevention measures and maintain transparency to build consumer trust. Organic and natural cosmetics and cosmeceuticals are expected to remain key growth areas, with innovation in product development and sustainable sourcing being crucial differentiators. Companies that can effectively navigate these trends and challenges will be well-positioned to capitalize on the market's potential.

What will be the Size of the Cosmetic Products Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The market continues to evolve, with dynamic market trends shaping various sectors. Nail care, for instance, sees the ongoing development of innovative entities like nail removers, enhancing user experience through improved efficacy and gentler formulations. In the realm of hair care, hair oils and shampoos cater to diverse hair types, while fragrance profiles, essential oils, and plant extracts infuse products with desirable scents and therapeutic benefits. Online sales channels gain traction, offering consumers convenience and accessibility. Quality control measures, such as allergy testing and dermatological testing, ensure product safety and efficacy. Price points span the mass market to luxury segments, catering to diverse consumer preferences.

Makeup sponges, brushes, and various skincare offerings, including night creams, eye creams, and day creams, address the ever-evolving consumer behavior and diverse skin types. UV protection and anti-aging properties are increasingly sought-after features in skincare products. Supply chain optimization and shelf life considerations are crucial factors in the cosmetics industry, ensuring timely delivery and maintaining product integrity. Product testing and innovation continue to drive market growth, with the introduction of new entities like body wash, body lotion, and body scrub, among others. Packaging design plays a significant role in consumer appeal, with color payoff and eau de parfum offerings catering to the sensory experience.

Consumers continue to demand effective and high-quality products across various categories, driving the ongoing unfolding of market activities and evolving patterns.

How is this Cosmetic Products Industry segmented?

The cosmetic products industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Product

  Skincare products
  Haircare products
  Color cosmetics
  Fragrances and deodorants


Distribution Channel

  Offline
  Online


End-user

  Men
  Women


Category

  Conventional
  Natural/Organic
  Vegan


Price Range

  Mass/Economy
  Mid-Range
  Premium/Luxury


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    Egypt
    KSA
    Oman
    UAE


  APAC

    China
    India
    Japan


  South America

    Argentina
    Brazil


  Rest of World (ROW)

By Product Insights

The skincare products segment is estimated to witness significant growth during the forecast period.

The cosmetics market in the US is witnessing significant growth in the skincare segment, driven by the increasing demand from both men and women for better skincare solutions. Products such as hair masks, UV protection lotions, and makeup removers are popular choices, catering to various age groups and skin types. Allergy testing and quality control measures ensure consumer safety and satisfaction. Retail sales dominate the distribution channels, but online sales are gaining traction. The mass market caters to a wide range of consumers, with price points varying from budget to premium. The supply chain is streamlined, ensuring timely delivery of products.

Fragrance oils and essential oils add to the sensory experience, while product testing and dermatological certification a

Retail Sales in the United States increased 3.30 percent in May of 2025 over the same month in the previous year. This dataset provides - United States Retail Sales YoY - actual values, historical data, forecast, chart, statistics, economic calendar and news.

In 2022, Tod’s Group, which controls the brands Tod’s, Hogan, Fay and Roger Vivier, boasted a total of 279 directly operated stores (DOS). More than half of these DOS (153) belonged to the brand Tod’s. In the same year, alongside the network of DOSs, the Group also counted 87 franchised stores, most of which belonged to the Tod’s brand.

Tod’s Group

Tod’s Group is active in the luxury sector. It designs, produces and distributes shoes, leather goods and accessories, and apparel. In 2020, the Group reported worldwide sales amounting to approximately 883.8 million euros, showing a decrease of about 39 percent compared to the previous year. A closer look at the sales structure shows that almost half of the total originate from the brand Tod’s.

Leader in the sector

Tod’s Group is active in the Italian leather footwear sector. The company is considered to be one of the leaders in the domestic market, ranking among the footwear companies with the highest turnover in Italy.

Prognosen zufolge würde sich der Markt für selbstüberwachende Blutzuckergeräte von 2023 bis 2030 von einem Marktwert von 8.490,85 Mio. USD im Jahr 2022 auf 11.991,99 Mio. USD im Jahr 2030 auf eine CAGR von 5,2% erhöhen. Marktgröße, Wachstum, Marktanteil

In 2025, the leading grocery stores in the United States held close to two thirds of the total industry market share. Walmart held the top position with **** percent, followed by Kroger at just under **** percent. Kroger Co. As one of the leading supermarket chains, Kroger has been become a favorite among consumers. Founded by Bernard Kroger in 1883, the company opened its first store in Cincinnati, Ohio and now operates more than ***** grocery retail stores in the United States. Grocery shopping behavior Among the diverse options for food acquisition, supermarkets and superstores are the preferred for consumers. Even though online grocery shopping is on the rise, it is still not up to par with warehouse clubs or discount stores. When it comes to frequency, grocery shopping trips have decreased since the early 2000s, perhaps to adapt to economic pressures like inflation, which has drastically changed the way consumers shop.

In 2022, Loblaws held the top spot with an estimated ** percent share of the grocery retail industry in Canada. Walmart, which is an American multinational retail company, owned roughly ***** percent of the Canadian market. Loblaws’ competitor: Metro Inc. One of Loblaws’ top competitors in the past few years has been Metro Inc. In 2022, Metro generated a net income of approximately *** million Canadian dollars, the highest amount the company has seen in the past ten years. That year, most of the company’s store properties could be found in Québec, one of the more populated provinces within the country. Most popular stores in Canada In 2019, the most popular store in Canada for purchasing food and beverages was Walmart: in August of that year, roughly **** of Canadian consumers stated they regularly shopped for food and drink products here. Real Canadian Superstore and Costco ranked second and third respectively in that year.

By the end of 2015, the Italian fashion label Armani operated 154 stores in China, 13 stores more compared to the previous year. Coach came in second with a total of 136 stores across the country.

Luxury brands in China

With growing economic power and global influence, China has become an attractive target for the international luxury market. A sevenfold growth in luxury sales revenue to around 74 billion euros was predicted for China in 2020, owing to a rising number of high net worth individuals and affluent households. Increasing disposable incomes and continued urbanization have also contributed to the consumption boom. Social perception of luxury goods mainly evolves around their value as status and wealth symbols, presenting a powerful incentive even for people with limited income to save up money in order to afford luxury goods.

High-profile brands such as Gucci, Armani and Louis Vuitton can be found in almost any large city in China. The German fashion house Hugo Boss did not enter the Chinese market until 2006. During several years of rapid expansion in China, more than 130 directly-operated Hugo Boss stores had been established by 2013. When compared to other sales channels, such as franchising or selling through partners, company-managed stores leave luxury brands with more control over store design and product marketing.

In terms of the regional distribution of luxury stores, the majority are located in Beijing and Shanghai. As the country’s capital city, Beijing is not only home to many government and military institutions, but also media agencies and technology companies. Employees of those organizations often turn out to be brand-conscious consumers. Shanghai has long been recognized as the open and westernized fashion capital of China. Both locations are regarded as cities with the largest luxury market potential.