Data Services In Arizona At NW Database Services

We Provide Data Services Including Data Cleaning In All Arizona Cities

Get The Best Data Cleaning And Database Services

We provide data services, including data cleaning, to businesses and organizations in all state of Arizona 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.

Arizona Cities We Serve Include:

Do You Offer Services In All Arizona Cities?

Yes, we do offer our data services  and data cleaning, data cleansing, and data scrubbing in all Arizona 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 Arizona

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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!

7 + 15 =


Sandersville, GA 31082


gch [@]
To use email, remove the brackets


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Information About Data Cleaning

What is Data Mining?

To be successful in today’s market, every business requires a lot of data. They must collect, analyze and understand data about their target audience, the wider economic market, and their performance in order to make smart decisions, avoid pitfalls and bring in more revenues.

Even if you have a lot of raw data, it is still not enough. Data mining is a process that transforms raw data into useful information.

Data mining is the process of turning raw data points into useful information. Data mining is the process of identifying patterns, correlations or anomalies in large data sets to predict outcomes and better understand their source.

Data Mining

Data mining takes place over the entire data collection and analysis process. This includes data harvesting, followed by data visualization. Data analysts use big data sets to extract data for visualization. Data analysts may employ different methods to generate descriptions, predictions, and other information about a specific data set.

Data scientists are able to describe and mine the data using observations of patterns, associations, correlations or other patterns. Data scientists can also use different classification or regression methods to classify and cluster data.

Data mining usually involves four steps.

Set Goals

Organizations first decide what information they need to know about the data set. They also determine what questions they should ask and what parameters they will use for the project. Data analysts might conduct additional research to understand the business context in order to aid their efforts.

Data Preparation

Data scientists can find the right data set to analyze or mine once they know what they are looking at. The data scientist then “cleanse” the data by eliminating outliers, missing data, duplicate data points, and other data noise.

Pattern Mining and Model Building

Data scientists look into interesting data relationships such as correlations and sequential patterns. Businesses often find high-frequency data patterns more useful than they are. However, there are many situations where deviations from the data sets can be very interesting. An example of this is a financial data point that has an unusual value. This could be a sign of fraud. Scientists may use deep learning algorithms during pattern mining to organize, classify, and cluster data sets.

Data Evaluation and Implementation

Once the data has been gathered, the results can be analyzed, interpreted and used to make conclusions. These conclusions can then be used to impact policies, business decisions or other actions, depending on the original goals.

Material for this article originally appeared on Career Foundry.

Data Services From NW Database Services

Our data services that include data cleaning, data cleansing, and data scrubbing, data deduplication, are all based on the database normalization concept from Edgar Cobb. We have the experience and skills to properly complete your data repair project, getting rid of corrupt data. Contact us at (360)841-8168 for a complimentary consultation so we can determine what data services you require.

NW Database Services
404 Insel Rd
Woodland WA 98674

About Arizona

Arizona Information

Find Out About Arizona

Camelback Mountain in ArizonaArizona is located in the Southwestern United States. It is the sixth largest and 14th most populous state in the 50. Phoenix is the capital and largest city. Arizona is located in the Four Corners region, which includes Utah to its north, Colorado to New Mexico to New Mexico to New Mexico to east, and Utah to the northeast. Nevada, California, Sonora, Baja California, and Nevada are the neighboring states.


Arizona was home to numerous ancient Native American civilizations for thousands of years, long before the modern era. Ancestral Puebloan, Mogollon and Hohokam cultures flourished in Arizona. Their pueblos, cliffside homes, rock paintings, and other prehistoric treasures are still in existence and attract thousands of tourists every year.

Marcos de Niza, a Spanish Franciscan and the first European to make contact with Native Americans, was 1539. He visited parts of the state, and made contact with the Sobaipuri natives. Coronado, a Spanish explorer, arrived in the area between 1540-1542 to search for Cibola. Arizona was home to few Spanish settlers. Jose Romo de Vivar was one of the first to settle in Arizona.

Major Cities & Towns

Phoenix is Arizona’s capital city and largest. It is located in Maricopa County. The Phoenix metropolitan area also includes Mesa, Arizona’s third-largest city, Chandler (Arizona’s fourth-largest city), Glendale and Peoria. It also contains Sun City West, Sun City West and Fountain Hills. With a population of just over 4.7million, it is home to Phoenix, Arizona’s capital. Its July average high temperature is 106 degrees F (41 degrees Celsius), which is the highest in any American metropolitan area. However, the average January high temperature is 67 degrees F (19 degrees C), which makes it a popular winter destination.


The state’s large size and variation in elevation means that it has many climate variations. The climate in the lower elevations is predominantly desert with extremely hot summers and mild winters. The weather is usually mild from late fall through early spring. It averages a minimum 60 degrees Fahrenheit (16 degrees Celsius). The coldest months are November through February. Temperatures range from 40 to 75 degrees F (4 to 24 degrees Celsius), with occasional frosts.

Midway through February, temperatures begin to rise with warm days and cool nights. In the desert, temperatures can reach 125 degrees (52 degC) during the summer months. Arizona’s record high temperature is 128 degrees Celsius (53 degrees C) which was set at Lake Havasu City in June 1994 and July 2005. The record low temperature of -40 degrees Celsius was recorded at Hawley Lake in January 1971.


According to the United States Census Bureau, Arizona’s population was 7,151,502 at the 2020 census. This is a 12.5% increase from the 2010 United States Census.

For most of the 19th-century, Arizona was sparsely settled. According to the 1860 census, Arizona County had 6,482 inhabitants. Of these, 4,040 were classified as Indians, 21 as free-colored and 2,421 as white. The state’s water supply is under immense strain due to Arizona’s population growth. Arizona’s youngest children were 61% white, as of 2011.


The 2020 total gross national product was $373 billion. Although the economy of the state is fairly diverse, the most important sectors are still transportation, health care and government.

The per capita income in Arizona is $40,828, which ranks 39th in the U.S. Arizona’s economy was founded on the five C’s: copper (see Copper mining Arizona), cotton (see Cotton mining in Arizona), cattle, citrus, climate (tourism) and climate (tourism). Two-thirds of the country’s copper production is still being extracted from large open-pit and underground mining operations.

Material for information about Arizona first appeared in Wikipedia


Arizona Map