Data Services In Springfield MO At NW Database Services

Data Accuracy

Accuracy can simply be described as the accuracy of your data. This could include anything, from your birth date to your bank balance, eye color or geographic location. Because data accuracy is critical, it can impact the results of any analysis and subsequent business decisions. It’s difficult to determine accuracy because it can’t be measured against existing datasets that are ‘gold standards’.

Data Completeness

Data completeness refers to how extensive a dataset is. Do you have the right information to complete your task? It’s not always easy to identify an incomplete data set. Let’s suppose you have a customer database but only half of the surnames are included. The dataset would not be complete if you wanted to list customers alphabetically. Surnames would not matter if you were only trying to find geographical locators by analysing customer dialing codes. Incomplete data is difficult to correct, just like data accuracy. Because it is not always possible to infer missing information based on the data you have,

Data Consistency

Data consistency is the ability to match data from different sources. This is what determines the reliability of your data. If you work in a doctor’s office, you might find patients with two different phone numbers or postal addresses. These data are inconsistent. Smart thinking is required to determine data consistency. It is not always possible to go back to the source. It is possible to determine which data are correct by looking at most recent entries or by using another method of determining reliability.

Data Uniformity

Data uniformity is a measurement of units, metrics, etc. Imagine that you combine two datasets about people’s weight. The metric system is used in one dataset, while the imperial system is used in the other. All measurements must be consistent in order for the data to be useful during analysis. All measurements must be in kilograms or pounds. It is possible to convert it all into one unit. This aspect of data quality is much easier to manage. This doesn’t necessarily mean filling in the gaps or determining accuracy… phew!

Relevance of Data

Data relevance is a subjective indicator of data quality. It measures whether the data is complete, consistent, and uniform to meet its task. Timing is another aspect of data relevance. Is the data readily available when you require it? Are all people able to access it? If you report to the Board quarterly profits or losses, then you will need the most current information. You can only provide lower-quality insights if you have only the last quarter’s data.

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
(360)841-8168

Springfield, the county seat in Greene County, is the third-largest city in Missouri. At the 2020 census, the city had 169,176 residents. It is the capital city of the Springfield metropolitan region, which was home to 481,483 people in 2021. This area includes the counties of Polk, Polk, Greene and Polk. It is also the fastest-growing metropolitan area in Missouri.

History

Although it is not clear where the name came from, the most common explanation is that it was named after Springfield, Massachusetts by immigrants. According to one account, James Wilson, a Massachusetts native, offered whiskey free of charge to anyone who voted for Springfield.

Climate

According to data compiled by the National Climatic Data Center (NOAA), Springfield’s average surface wind velocity is comparable to Chicago’s. It is classified as “Power Class 3” by the Wind Energy Resource Atlas, published by a U.S. Department of Energy branch. The wind speeds range from 6.4 to 7.0 miles per hour.

Demographics

The city was home to 169,176 residents, 80,693 households and 36,237 families as of 2020. 1,553 people per square mile (753.6/km2) was the population density. The average housing unit density was 949.8/square mile (3666.7/km2). 81% of the population was White, 79.4% Non–Hispanic White, and 0.8% Native American. There were 77,620 housing units at an average density of 949.8 per square mile (366.7/km2). The population was 6% Hispanic/Latino of any race.

Transportation

Interstate 44 connects Springfield with St. Louis, Tulsa and Oklahoma. The Kansas Expressway (route 13) is the main route north to Kansas City. The city is served by U.S. Route 60, U.S. Route 65 and U.S. Route 160. From 2013 to 2017, the average commute time was 17.7 minutes.

Top Businesses

Positronic, Bass Pro Shops, John Q. Hammons Hotels & Resorts, BKD, Noble & Associates, Prime, Inc., Springfield ReManufacturing, Andy’s Frozen Custard, O’Reilly Auto Parts, and BKD, Noble & Associates all have their national headquarters at Springfield. The city is also home to two major American Christian denominations, General Council of the Assemblies of God (one of the largest Pentecostal denominations), and Baptist Bible Fellowship International (a fundamentalist Baptist church denomination).

Springfield MO Map