Data Services In Anaheim CA At NW Database Services

Data Cleaning, Data Cleansing, Data Scrubbing, Deduplication, Data Transformation, NCOA, Mail PreSorts, Email Verification, Email Append, & Phone Append Services in Anaheim California

Get The Best Database Services In Anaheim California

We provide data services to businesses and organizations in Anaheim CA and all California cities. With over 3 decades of experience in the database business, you won’t find a company that can solve your specific database needs with higher quality service or better prices than Northwest Database Services. No matter what your specific need is, our team will find a data service solution to suit your situation.


More Cities and States Where We Offer Data Cleaning Services

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 Anaheim CA and surrounding communities.

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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!

5 + 4 =


Sandersville, GA 31082


gch [@]
To use email, remove the brackets


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Information About Data Cleaning And Data Services

Data Cleaning in Anaheim CA from NW Database Services

What Is Structured Data?

Structured data refers to data that fits within a predefined data structure. It is a predefined data model that defines data types and access rules. Structured data can be any clearly labeled information database (such as an Excel file or SQL database) that is clearly identified. These data are stored in tables with clear relationships between rows and columns. It is easy to analyze and mine this data. SQL (Structured Query Language) is a common tool for this purpose.

Structured data can be easily sorted and broken down into its components. Let’s take, for example, a customer email campaign. There may be a lot of customer information in your customer relationship management system (CRM). This could include phone numbers, invoices, and history of interactions. It is easy to find the information you need because the data has been properly organized.

Structured data can be described as quantitative data. It contains quantifiable numeric values, such as dates, times, numbers, etc. It can also contain characters and other non-numeric data. These are stored as encrypted strings. This means that even though the data might be text-based it is represented using numerical units that a machine can understand.

Structured data is usually stored in order, cleaned and ordered. This means that it takes up less space than raw data. It is generally easier to secure if stored in robust systems. According to some estimates, 20% of enterprise data are not in a structured format. Structured data is best handled by data analysts, but it’s the unstructured data that requires constant housekeeping.

What Is Unstructured Information?

Unstructured data, also known as “big data” or “raw data”, is data that doesn’t have a predefined format. It is usually large in volume, heavy in text, and stored in its native format, known as data lakes. Unstructured data is difficult to secure and requires large amounts of storage space. It’s also much more difficult for computers and humans to understand because it isn’t stored in relational database.

Unstructured data can be in many formats. Images, audio, video and spreadsheets are just a few examples of unstructured data. Structured versus unstructured data can be seen in real life as the date and the time of an email (structured) and the email content (unstructured). The first is easier to understand, store in databases, and extract meaning from. Although the latter can be also parsed, it is more difficult to make sense of than just storing it in an orderly manner.

It is impossible to analyze unstructured data if there aren’t clear parameters or encoding. Normally, multiple rounds of data manipulation and parsing are necessary (commonly using machine-learning algorithms).

Material for this article originally appeared on Career Foundry.

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

City of Anaheim CA Information

Anaheim CA

Anaheim, located in northern Orange County, California is part of the Los Angeles Metropolitan Area. The city is home to approximately 346,900, the highest population in Orange County and the 10th most populous in California. It is also the 56th most populous US city. Anaheim is the second largest city in Orange County by land area. It is home to the Disneyland Resort and Anaheim Convention Center. Anaheim also hosts two major sports teams, the Anaheim Ducks hockey team and the Los Angeles Angels baseball club.


Anaheim was established in 1857 by 50 German-Americans, who were San Francisco residents and whose families came from Franconia in Bavaria. After touring the state in search of a suitable place to grow grapes they decided to buy a 1,165-acre  (4.71 km2)  piece of land from Juan Pacifico Ontiveros Rancho San Juan Cajon de Santa Ana, Orange County, for $2 an acre.

The group created the Anaheim Vineyard Company, headed by George Hansen, for $750 per share. Their new community was called Anaheim. It means “home by Santa Ana River” in German. Later, the name was changed to Anaheim. The Spanish-speaking neighbors knew the settlement as Campo Aleman (English, German Field).


Anaheim, like many South Coast cities, has a hot semi-arid climate. (Koppen BSh), but not quite a Mediterranean climate. It is characterized by hot summers and essentially dry summers. Anaheim’s record high temperature was 115 degrees (46 degrees Celsius) on July 6, 2018, and its record low temperature was 30 degrees (-1 degree Celsius) on February 15, 1990 and January 30, 2002.


According to the 2010 United States Census[42], Anaheim’s population was 336,265. Anaheim had a population density of 6,618.0 people per square mile (2.555.2/km2).

52.8% of Anaheim’s residents were Hispanic/Latino. There were 177.467 Hispanic/Latino residents (52.8%). 46.0% of Anaheim’s inhabitants were of Mexican descent, 1.2% Salvadoran and 1.0% Guatemalan. The rest of the Hispanic population is from smaller ancestral groups.

The census reported that 332,708 people (98.9% of the population) lived in households, 2,020 (0.6%) lived in non-institutionalized group quarters, and 1,537 (0.5%) were institutionalized.

There were 98.294 households. Of these, 44,045 (44.8%) contained children under 18 years of age, 52,518 (53.4%) was made up of opposite-sex married couples, 14,553 (14.8%) included a female householder without a husband, and 7,223 (7.3%) had a male householder without a wife. 6,173 (6.3%) were unmarried, opposite-sex couples and 733 (7.7%) same-sex married partners or partnerships. 17.448 households (6.5%) were composed of individuals. 6,396 (6.5%) had an individual 65 years old or older. The average household size was 3.38. The average household size was 3.79. There were 74 294 families, which is 75.6% of all households.


The major streets that run west-east through the city’s main area (not including Anaheim Hills) are Orangethorpe Avenue and La Palma Avenue, Lincoln Avenue and Ball Road. Starting with the westernmost, the major south-northern surface streets are Knott Avenue (SR 39), Magnolia Avenue and Brookhurst Street.

Anaheim Hills’ major surface streets run west-east through Orange Thorpe Avenue and La Palma Avenue. Santa Ana Canyon Road and Nohl Ranch Road are also nearby. Fairmont Boulevard and Lakeview Avenue are two major surface streets that run north to south. Yorba Linda Boulevard/Weir Canyon Road and Imperial Highway (SR 90), are south-north roads within Anaheim. However, north of Anaheim the Imperial Highway and Yorba Linda Boulevard turn into west-east arterials.

Top Businesses

Anaheim’s economy is based on tourism. The Disneyland Resort is Southern California’s largest employer. It contributes $4.7 billion annually. The resort also generates $255 million in taxes each year. Anaheim Convention Center is another source of tourism. It hosts many important national conferences. Many hotels in the city’s Resort area cater to convention-goers and tourists who visit theme parks. The continuous development of entertainment and commercial facilities extends from the Disney area eastward to the Santa Ana River, south into Santa Ana, Garden Grove, Orange, and Santa Ana. This area is collectively known as the Anaheim-Santa Ana Edge City and is one the largest such clusters in Orange County. It also includes the South Coast Plaza John Wayne Airport edge town and Irvine Spectrum.

Anaheim Canyon’s business park, which makes up 63% the city’s industrial space, is the largest in Orange County. Anaheim Canyon also houses the second-largest Orange County business park.

Anaheim is home to many notable companies, including headquarters and corporate offices.


Anaheim CA Map