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Data cleaning

Empower your business with clean and reliable data with Nannostomus. We’ll tidy up data for you to ensure you have the most accurate and relevant information for your operations. Contact us

Data Cleaning

What is cleaning dirty data?

Are you tired of dealing with information that lacks the necessary organization and quality to be effectively used for analysis, decision-making, or operational purposes? Do you struggle with outdated client insights, poor campaign targeting, or compliance issues? All because of messy data that is:

  • Incorrect
  • Incomplete
  • Inconsistent
  • Duplicate
  • Unstandardized
  • Outdated

That’s not the way it should be. Nannostomus data cleansing service is here to revolutionize your info management and help you overcome these challenges. We carefully process, validate, and organize collected data sets to ensure their quality and usefulness. Obtain accurate, consistent, reliable, and free of errors or inconsistencies information to get comprehensive insights for informed decision-making.

Benefits of data hygiene for your business

When it comes to Nannostomus data scrubbing services, there are no limits. Here are only a few industries and businesses that may benefit from this solution.

E-commerce businesses

  1. Standardize product names and categories for accurate inventory management.
  2. Resolve duplicate, missing, or inconsistent contact information to improve customer communication with our automated data cleaning.
  3. Update inventory info to prevent overselling and stockouts.

Marketing & advertising agencies

  1. Cleanse customer databases to ensure accurate targeting and segmentation.
  2. Validate and correct contact details to improve campaign deliverability.
  3. Consolidate information to various marketing channels for comprehensive reporting and analysis.

Real estate companies

  1. Tidy up and update property information to ensure accurate listings.
  2. Make listings deduplication to avoid confusion and improve search results.
  3. Validate and correct contact details of property owners for efficient communication and lead management.

Healthcare & pharmaceutical companies

  1. Ensure accurate patient records by removing duplicate entries and resolving inconsistencies
  2. Make data cleanup and organize clinical trial information for reliable research outcomes.
  3. Standardize drug info to facilitate drug interaction analysis and prescription accuracy.

Startups and tech companies

  1. Perform data cleaning on information gathered from various sources to create a unified customer profile.
  2. Eliminate inaccuracies in web analytics insights to measure user engagement accurately.
  3. Remove outliers and errors from the experimental information for reliable product testing.

Financial institutions

  1. Identify and resolve discrepancies in financial transaction insights for accurate reporting.
  2. Eliminate duplicate customer records to avoid identity fraud.
  3. Run standardization and data cleaning before analysis for reliable insights and forecasting.

Would you like to know how exactly clean data will benefit your business? Our customer care agents are here to answer this and other questions. Contact us

Main steps in the data cleaning process

Over around 10 years of experience in data science data cleaning, Nannostomus has worked out a comprehensive approach, employing industry best practices and advanced technologies to deliver exceptional data cleaning services. When you partner with us, you experience a seamless and efficient process that includes the following key steps.

  1. Assessment, profiling, and quality analysis Understanding your unique data needs is a team effort. We work hand in hand with you to delve deep into your information sources, formats, and specific requirements. We sift through your data, looking for inconsistencies, inaccuracies, missing values, duplicates, and anything else that might be out of place. Our team does its best to make your data cleansing process as effective as possible.

  2. Cleansing and standardization Over time, your data may get cluttered with errors, inconsistencies, and duplicates. So, our team uses state-of-the-art algorithms and automated tools to weed out these issues, ensuring your data is as accurate and reliable as it can be. But we don’t stop there. Data cleaning includes standardizing your freshly cleaned information, and making sure it’s uniform and compatible across various fields and records.

  3. Integration and transformation Your data may originate from various sources and be stored in different formats. As part of our data hygiene services, we integrate and transform information into a unified format that is consistent and easily accessible. This step involves merging datasets, resolving conflicts, and mapping different data elements for seamless integration.

  4. Validation and error handling Our team thoroughly validates the clear data to ensure its integrity and consistency. Any remaining errors or discrepancies are meticulously handled by our experts to provide the highest level of accuracy.

  5. Documentation and reporting Get detailed documentation and reports that outline the steps we’ve taken for cleaning raw data, the issues addressed, and the transformations applied. This documentation will serve as a valuable reference for future management and analysis.

  6. Ongoing maintenance and support Information cleaning is not a one-time activity. At Nannostomus, we offer continuous data cleaning and wrangling services to ensure your info remains clean, accurate, and up-to-date. Our team is available to address any future needs for data cleaning or queries you may have.

Examples of data cleansing solutions

See for yourself how data cleaning results in better operational flows, customer communication, and cost savings. No matter what industry you operate in and what data sets you need to clean. Nannostomus will ensure you use only relevant, quality, and accurate information that easily fits into your current flows. Here are a few uses of data cleaning services.

Customer data

If your customer information is plagued by inconsistencies, duplicates, and inaccuracies, use our customer data cleansing solution. We’ll remove duplicate customer records, correct spelling errors, standardize formats, and validate contact information, so you can improve customer segmentation, personalize marketing campaigns, and enhance the overall customer experience.

Marketing and sales data

Obtaining accurate and reliable insights to drive campaigns, target customers, and measure performance is easy. With our database cleaning services, we’ll clean marketing and sales information for you. Our experts will remove outdated leads, validate contact details, and standardize fields.

Product data

Do you struggle with inventory management and effective online merchandising? Nannostomus is here to maintain database hygiene by standardizing attributes, resolving inconsistencies, and eliminating duplicate listings. Provide seamless shopping experience and increase customer trust with clean and up-to-date product information.

Geographic and spatial data

Addresses, geolocation coordinates, and boundaries, often contain errors and inconsistencies. We provide data cleansing solutions for geographic and spatial info that involve geocoding, address validation, and spatial information integration. Use clean data to ensure accurate mapping, location-based analysis, and efficient logistics planning.

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Tidy up your data with Nannostomus

  • Leverage our expertise

At Nannostomus, we are the experts in transforming messy, unreliable information into a valuable asset for your business. And since data wrangling and cleaning require in-depth knowledge and expertise to navigate through complex datasets, you’re in the right hands. With us, you gain access to seasoned professionals who deliver precise results. The ones that let you grasp powerful insights immediately and act on them.

  • Get tailored data washing solutions

We recognize that every business is different and has unique data cleaning needs. That’s why we offer customized solutions catered to your specific requirements. Our team collaborates closely with you to grasp your challenges, business goals, and desired outcomes. We develop a strategy that aligns perfectly with your needs, ensuring a targeted approach and optimal results.

  • Save time and resources

Data cleaning is a time-consuming and resource-intensive process. By outsourcing your data scrubbing needs to Nannostomus, you free up valuable time and resources within your company. Our dedicated team handles the entire cleaning process, allowing your team to focus on core business activities, innovation, and achieving your strategic objectives.

Ready for cleaning dirty data?