The Data Cleaning Tools Market is projected to grow at 16.9% CAGR, reaching $6.78 Billion by 2029. Where is the industry heading next? Get the sample report now!

The market for data center cleaning services is expected to grow from USD XXX million in 2025 to USD XXX million by 2033, at a CAGR of XX% during the forecast period 2025-2033. The growth of the market is attributed to the increasing number of data centers and the need to maintain these facilities in a clean environment. Data centers are critical to the functioning of the modern economy, as they house the servers that store and process vast amounts of data. Maintaining these facilities in a clean environment is essential to prevent the accumulation of dust and other contaminants, which can lead to equipment failures and downtime. The market for data center cleaning services is segmented by type, application, and region. By type, the market is segmented into equipment cleaning, ceiling cleaning, floor cleaning, and others. Equipment cleaning is the largest segment of the market, accounting for over XX% of the total market revenue in 2025. By application, the market is segmented into the internet industry, finance and insurance, manufacturing industry, government departments, and others. The internet industry is the largest segment of the market, accounting for over XX% of the total market revenue in 2025. By region, the market is segmented into North America, South America, Europe, the Middle East & Africa, and Asia Pacific. North America is the largest segment of the market, accounting for over XX% of the total market revenue in 2025.

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Cleaning Services Market Size and Trends

The cleaning services market size is forecast to increase by USD 21.78 billion, at a CAGR of 6.4% between 2023 and 2028. Market growth depends on rising health concerns in workplaces, which are notably driving demand for solutions that enhance employee well-being. A key trend shaping the market is strong residential growth, as more individuals seek healthy living environments that support overall wellness. However, the cleaning service market also faces significant challenges, particularly the lack of skilled labor, which hinders the ability to meet the increasing demand for health-focused products and services. Effectively addressing this skills gap while capitalizing on health-conscious trends will be essential for companies aiming to thrive in this competitive landscape.

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The market caters to both residential and commercial customers, encompassing various sectors such as office buildings, retail stores, healthcare facilities, and more. Services offered include window washing, floor cleaning, vacuuming, furniture cleaning, contract cleaning, carpet cleaning, air duct cleaning, and water damage restoration. With the economic upturn, business entities have been prioritizing workplace hygiene and sustainability, leading to an increase in demand for these services. Dual-income households and working parents also value the convenience and efficiency of professional cleaning services. High competition among cleaning companies necessitates strict adherence to safety protocols and effective operations. Real estate investment properties also require regular cleaning to maintain their value. Building workers and janitors play a crucial role in ensuring the cleanliness and upkeep of these spaces. Overall, the market is a significant contributor to workplace wellness and business success.

Market Segmentation

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion ' for the period 2024-2028, as well as historical data from 2018 - 2022 for the following segments.

End-user Outlook

  North America
  Europe
  APAC
  South America
  Middle East and Africa


Region Outlook

  North America

    Chile
    Brazil
    Argentina


  South America

    The U.S.
    Canada





  Europe

    U.K.
    Germany
    France
    Rest of Europe





  APAC

    China
    India





  Middle East & Africa

    Saudi Arabia
    South Africa
    Rest of the Middle East & Africa

By End-user Insights

The commercial segment is estimated to witness significant growth during the forecast period. The market encompasses various aspects of maintaining hygiene and sustainability in both commercial and residential settings. Key services include window washing, floor cleaning, vacuum cleaning, furniture cleaning, carpet cleaning, air duct cleaning, and water damage restoration. Commercial customers, such as business entities, office buildings, retail stores, and healthcare facilities, prioritize workplace hygiene and sustainability for employee wellness and adherence to health restrictions. The economic upturn and increased discretionary income in dual-income households fuel the demand for these services. Residential customers also value cleaning priorities, particularly in light of safety protocols and the aging population's need for assistance. High competition in the market drives innovation, with eco-friendly products and advanced disinfection techniques becoming increasingly popular.

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The commercial segment was the largest and was valued at USD 40.05 billion in 2018. Rapid urbanization and the growing importance of workplace sustainability further contribute to the market's growth. Cleaning Authority, Cleannet, and other leading companies offer a range of services, from daily operations to special projects. Building workers, janitors, and other professionals ensure the smooth execution of cleaning tasks in various settings, including schools, colleges, universities, laboratories, and spas and salons. The market caters to diverse needs, from the hospitality industry's focus on guest comfort to the healthcare sector's stringent cleanliness standards. In conclusion, the market plays a crucial role in maintaining hygiene, promoting workplace sustainability, and ensuring employee and public health. It caters to the needs of both commercial and residential customers, employing various techniques and eco-friendly products to meet the evolving demands of modern society.

Regional Analysis

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APAC is estimated to contribute 39% to the growth of the global market during the forecast period. Technavio's analysts have elaborately explained the regional trends and

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US Commercial and Residential Cleaning Services Market Size 2025-2029

The US commercial and residential cleaning services market size is forecast to increase by USD 37.8 billion at a CAGR of 5.9% between 2024 and 2029.

The demand for cleaning services in the US is experiencing significant growth due to several key trends. The increasing popularity of multifamily dwellings is driving market expansion, as the demand for professional cleaning services in large apartment complexes continues to rise. Furthermore, strategic alliances between cleaning service providers and providers of property management are becoming more common, enabling both parties to benefit from economies of scale and improved operational efficiency. Another factor influencing market growth is the fluctuation in labor wages. While higher wages can increase operating costs for cleaning companies, they also help to ensure a skilled and motivated workforce, leading to better service quality and customer satisfaction. Overall, these trends are expected to continue shaping the market.

What will be the Size of the market During the Forecast Period?

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The commercial and residential cleaning services market encompasses a range of cleaning processes designed to maintain hygiene and promote health in various facility types. General cleaning duties include the use of specialized cleaning techniques and methods for both commercial and residential properties Services cater to offices, cleanrooms, medical facilities, and healthcare facilities, adhering to stringent sanitary requirements. Residential cleaning services focus on maintaining the cleanliness and order of homes. Cleaning companies employ trained cleaners equipped with advanced cleaning equipment and supplies to deliver efficient and effective cleaning solutions.
Furthermore, deep cleaning, sanitizing, and disinfection are essential components of commercial cleaning services, ensuring a healthy work environment. Customer experience is a critical differentiator, with companies prioritizing foreman pro cleaning and specialized technology to enhance service delivery. Industrial cleaning involves the application of heavy-duty cleaning methods and equipment to large-scale facilities. Cleaning standards continue to evolve, with an increasing focus on sustainability and eco-friendly cleaning practices. The market is expected to grow, driven by the need for cleaner and healthier environments, as well as the availability of advanced cleaning technologies.

How is this market segmented and which is the largest segment?

The market 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.

Sector

  Commercial
  Residential


Service Type

  Janitorial services
  Carpet and upholstery cleaning services
  Outdoor areas
  Others


Technique

  Traditional techniques
  Eco-friendly techniques


Geography

  US

By Sector Insights

The commercial segment is estimated to witness significant growth during the forecast period. The commercial segment of the cleaning services market In the US encompasses various end-users, including hospitality establishments, spas and salons, food service industries, hospitals and healthcare centers, institutions, and offices. Among these, commercial office buildings and healthcare organizations are projected to drive significant growth In the market. The healthcare sector's demand is particularly high due to stringent government regulations mandating cleanliness in healthcare establishments.

Furthermore, the market In the US is expected to expand at a notable rate during the forecast period, fueled by the increasing recognition of the importance of cleanliness and hygiene in commercial settings. Cleaning services encompass general cleaning, deep cleaning, sanitizing, and disinfection. Cleaning equipment, standards, and supplies are essential components of these services. The natural cleaning supplies trend is gaining popularity due to environmental concerns and health benefits.

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Market Dynamics

Our US Commercial And Residential Cleaning Services Market researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

What are the key market drivers for the US Commercial and Residential Cleaning Services Market?

The rising popularity of multifamily dwellings in US is the key driver of the market. The market In the US has witnessed significant growth due to the increasing demand for clean and hygienic environments, particularly In the wake of the COVID-19 pandemic. Cleaning processes, techniq

Forecast: Production Value of Cleaning Services in Germany 2023 - 2027 Discover more data with ReportLinker!

Expert industry market research on the Commercial Cleaning & Sanitation Services in the US (2005-2030). Make better business decisions, faster with IBISWorld's industry market research reports, statistics, analysis, data, trends and forecasts.

Graph and download economic data for Personal consumption expenditures: Laundry and dry cleaning services (DDRYRC1A027NBEA) from 1959 to 2024 about laundry, cleaning, PCE, consumption expenditures, consumption, personal, services, GDP, and USA.

Graph and download economic data for Producer Price Index by Industry: Janitorial Services: Nonresidential Cleaning Services (PCU5617205617203) from Jun 2003 to May 2018 about janitorial, cleaning, nonresidential, services, PPI, industry, inflation, price index, indexes, price, and USA.

Netherlands - Service producer prices: Cleaning activities was 113.90 points in December of 2023, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Netherlands - Service producer prices: Cleaning activities - last updated from the EUROSTAT on March of 2025. Historically, Netherlands - Service producer prices: Cleaning activities reached a record high of 113.90 points in December of 2023 and a record low of 73.60 points in December of 2006.

Data Wrangling Market size was valued at USD 1.63 Billion in 2024 and is projected to reach USD 3.2 Billion by 2031, growing at a CAGR of 8.80 % during the forecast period 2024-2031.

Global Data Wrangling Market Drivers

Growing Volume and Variety of Data: As digitalization has progressed, organizations have produced an exponential increase in both volume and variety of data. Data from a variety of sources, including social media, IoT devices, sensors, and workplace apps, is included in this, both structured and unstructured. Data wrangling tools are an essential part of contemporary data management methods because they allow firms to manage this heterogeneous data landscape effectively.

Growing Adoption of Advanced Analytics: To extract useful insights from data, companies in a variety of sectors are utilizing advanced analytics tools like artificial intelligence and machine learning. Nevertheless, access to clean, well-researched data is essential to the accomplishment of many analytics projects. The need for data wrangling solutions is fueled by the necessity of ensuring that data is accurate, consistent, and clean for usage in advanced analytics models.

Self-service data preparation solutions are becoming more and more necessary as data volumes rise. These technologies enable business users to prepare and analyze data on their own without requiring significant IT assistance. Platforms for data wrangling provide non-technical users with easy-to-use interfaces and functionalities that make it simple for them to clean, manipulate, and combine data. Data wrangling solutions are being used more quickly because of this self-service approach’s ability to increase agility and facilitate quicker decision-making within enterprises.

Emphasis on Data Governance and Compliance: With the rise of regulated sectors including healthcare, finance, and government, data governance and compliance have emerged as critical organizational concerns. Data wrangling technologies offer features for auditability, metadata management, and data quality control, which help with adhering to data governance regulations. The adoption of data wrangling solutions is fueled by these features, which assist enterprises in ensuring data integrity, privacy, and regulatory compliance.

Big Data Technologies’ Emergence: Companies can now store and handle enormous amounts of data more affordably because to the emergence of big data technologies like Hadoop, Spark, and NoSQL databases. However, efficient data preparation methods are needed to extract value from massive data. Organizations may accelerate their big data analytics initiatives by preprocessing and cleansing large amounts of data at scale with the help of data wrangling solutions that seamlessly interact with big data platforms.

Put an emphasis on cost-cutting and operational efficiency: Organizations are under pressure to maximize operational efficiency and cut expenses in the cutthroat business environment of today. Organizations can increase productivity and reduce resource requirements by implementing data wrangling solutions, which automate manual data preparation processes and streamline workflows. Furthermore, the danger of errors and expensive aftereffects is reduced when data quality problems are found and fixed early in the data pipeline.

Forecast: Production Value of Cleaning Services in Norway 2024 - 2028 Discover more data with ReportLinker!

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14 Active Global Cleaning Services Cart buyers list and Global Cleaning Services Cart importers directory compiled from actual Global import shipments of Cleaning Services Cart.

146883 Global import shipment records of Cleaning with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

This dataset is based on a legacy system that is no longer maintained by the NYC Department of Sanitation (DSNY). It contains information about the cleaning requests associated with different vacant lots.

Some current data related to vacant lots can be found in the 311 Service Requests dataset at (https://data.cityofnewyork.us/Social-Services/311-Service-Requests-from-2010-to-Present/erm2-nwe9), and filtering the "Complaint Type" field for "Vacant Lot".

Ratings for overall satisfation of custodial and cleaning services at core facilities

Graph and download economic data for Total Revenue for Carpet and Upholstery Cleaning Services, All Establishments, Employer Firms (REVEF56174ALLEST) from 1998 to 2022 about cleaning, floor coverings, employer firms, accounting, revenue, establishments, services, and USA.

The global wall cleaning services market size was valued at USD 68.6 billion in 2025 and is poised to reach USD 139.2 billion by 2033, expanding at a compound annual growth rate (CAGR) of 9.1% from 2025 to 2033. The increasing demand for hygiene and sanitation in both residential and commercial buildings is driving the growth of this market. Furthermore, the rising awareness of the health benefits of clean walls is also contributing to the market's growth. The market for wall cleaning services is segmented by application into residential, commercial, and industrial. The commercial segment is expected to hold the largest share of the market over the forecast period. This is due to the increasing number of commercial buildings being constructed, as well as the stringent hygiene and sanitation regulations that are in place for these buildings. The residential segment is expected to see a steady growth rate over the forecast period, as more and more homeowners are becoming aware of the health benefits of clean walls. The industrial segment is expected to grow at a slower pace than the other two segments, as there are fewer industrial buildings being constructed and the hygiene and sanitation regulations for these buildings are less stringent.

Graph and download economic data for Producer Price Index by Commodity: Cleaning and Building Maintenance Services (Partial): Janitorial Services (WPU4911) from Mar 2009 to Feb 2025 about janitorial, cleaning, maintenance, buildings, services, commodities, PPI, inflation, price index, indexes, price, and USA.