Data Services In Missouri At NW Database Services

We Provide Data Services Including Data Cleaning In All Missouri Cities

Get The Best Data Cleaning And Database Services

We provide data services, including data cleaning, to businesses and organizations in all state of Missouri cities. With over 34 years of experience in the database business and data services industry, Northwest Database Services can solve your specific database needs with top-quality service and affordable prices. Contact us at (360)841-8168 so we can discuss your data services project and then plan a data project that will meet or exceed your requirements.

Missouri Cities We Serve Include:

Do You Offer Services In All Missouri Cities?

Yes, we do offer our data services  and data cleaning, data cleansing, and data scrubbing in all Missouri cities.

We Are A Full Service Data Services That Can Help You Run Your Business

Northwest Database Services is a full-spectrum data service that has been performing data migration, data scrubbing, data cleaning, and de-duping data services for databases and mailing lists, for over 34 years. NW Database Services provides data services to all businesses, organizations, and agencies in the state of Missouri

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What We Do

Database Services

When you need your data to speak to you regarding your business’s trends, buying patterns or just whether or not your customers are still living.

Data Transformation

We provide data transformation services for Extract, Transform and Load (ETL) operations typically used in data migration or restoration projects.

De-duplication Service

Duplication of data plagues every database and mailing list. Duplication is inevitable, constantly keeps growing and erodes the quality of your data.

Direct Mail - Presorts

It’s true the United States Postal Service throws away approximately thirty five percent of all bulk mail every year! Why so much? Think: “Mailing list cleanup.

Email-Phone Append

With access to more than 500 million email addresses, Northwest Database Services uses one of the most comprehensive and unique data sets in the industry.


Over 40 million Americans change their address annually, which makes us do the work to maintain a high-quality mailing list while you focus on your business.

We Are Here To Help!

14 + 1 =


Woodland, WA 98674


gch [@]
To use email, remove the brackets


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(360) 841-8168

Information About Data Cleaning

What is Data Wrangling for Data Cleaning?

Data wrangling involves the transformation of data to make it easier to manage. Many of the most difficult tasks can be eliminated if your source data is already stored in an existing database. Structured data, which are more common, will take more effort. Data wrangling can be just one step in a comprehensive data cleaning service. These steps are often used in data wrangling. This is a continuous process. Some steps may not be necessary, while others may need repeating. You may not see them all in the same order. However, you must still be able identify them all.

Extracting Data

Data extraction isn’t something everyone sees as a part data wrangling. Data extraction is a critical aspect of data wrangling. It is impossible to transform data without first gathering it. This stage requires planning. Planning is essential at this stage. This stage will allow you to pull the data from the source in its raw format. To pull the data, you can use a website or third-party repository. It doesn’t matter whether the data is raw, unstructured data.

Exploratory Data Analysis (Eda)

EDA refers to the process of determining the data structure and summarizing the key features. It all depends on the complexity of the data and whether you are looking to do it now or later. EDA is about understanding the data and how to proceed.

Data Structure

Many times, data that is newly collected is in unstructured formats. These data are often not based on a model and therefore are completely unorganized. Unstructured data can be heavy in text but may also contain ID codes, dates, and numbers. This data needs to be cleaned. To structure your data, you will need to parse it. The act of extracting the relevant information is called parsing. For example, you might parse HTML codes from websites and extract the relevant information. You may end up with a simpler spreadsheet that includes the relevant data in columns, headings, and classes.

Data Cleansing

Once you have created a structure for your data you can use algorithms to clean it. Many algorithmic tasks can be automated using tools like R and Python. These tools can be used to identify outliers and remove duplicates. Standardize measurement systems, standardize measurements.

Data Enrichment

Once your data has been organized, you’ll need to confirm that it meets your requirements. This is where you might want to enrich your data. Data enrichment refers to the combination of your data with data from different sources. This can be done using data from internal systems or third-party providers. To improve the accuracy of your analysis, you might need to collect additional data points. You might also want to fill in the gaps. Let’s suppose you combine two customer databases, each with telephone numbers. Data cleaning is only part of the bigger picture.

Northwest Database Services has 34+ years experience with all types of data services, including mail presorts, NCOA, and data deduplication. If your database systems are not returning poor data, it is definitely time for you to consult with a data services specialist. We have experience with large and small data sets. Often, data requires extensive manipulation to remove corrupt data and restore the database to proper functionality. Call us at (360)841-8168 for a consultation and get the process of data cleaning started as soon as possible.

NW Database Services
404 Insel Rd
Woodland WA 98674

About Missouri

Missouri Information

Find Out About Missouri

MissouriMissouri is located in the Midwestern United States. It ranks 21st in terms of land area and is bordered with eight states (tied for most with Tennessee). These include Iowa to the north and Illinois, Kentucky, Tennessee to east, Arkansas, Oklahoma, Kansas, and Nebraska to west. The Ozarks are a forested mountain range that provides timber, minerals and recreation in the south.


Missouri has been home to humans for over 12,000 years. Mississippian culture was founded at least in the ninth-century. It built cities and mounds, before fading away in the 14th. European explorers discovered the Osage- and Missouria-speaking nations when they arrived in 17th century. The French included the territory into Louisiana and founded Ste. Genevieve was established in 1735, and St. Louis in 1764.

Major Cities & Towns

Eight states border Missouri, which is more than any other state. Missouri is bordered by Iowa to the north, Illinois, Kentucky and Tennessee across Mississippi River on its east, Arkansas to the south, and Oklahoma, Kansas and Nebraska (the last across Missouri River) to the west. The northern and southern borders are drawn in straight lines. However, the Missouri Bootheel runs south between the St. Francis River and the Mississippi River.


Missouri has a humid continental climate, with cool winters, but sometimes freezing, and hot, humid and wet summers. The climate is subtropical in the southern portion of Missouri, especially the Bootheel. Missouri is located in the interior of the United States and experiences high temperatures. It is located in the interior of the United States and has no mountains or oceans to moderate its temperature. Instead, it is influenced alternately by the cold Arctic air and the hot and humid Gulf of Mexico.


According to the United States Census Bureau, the Missouri population was 6,137 428 as of July 1, 2019, an increase of 2.48% since 2010.


According to the U.S. Department of Commerce’s Bureau of Economic Analysis, Missouri’s 2016 gross national product was $299.1 million. This ranks 22nd among U.S. states. The per capita income for 2006 was $32,705, which ranks 26th in the country. Major industries include aviation, transportation equipment and food processing. Chemicals, printing/publishing, chemical equipment, light manufacturing, financial service, beer, and electrical equipment are also important.

Material for information about Missouri first appeared in Wikipedia


Missouri Map