Data Cleaning Services In Vancouver WA From NW Database Services

What is Data Cleaning? And Why Is It Important?

Data cleaning is an essential part of data analytics. What is data cleaning, what are its benefits, and how can you achieve it?

Business is dependent on data hygiene. It’s a good idea to ensure that your data is accurate and current. Data cleaning is an important part of data analytics. You can bet your results will also be flawed if your data is inconsistent or full of errors. It doesn’t take a genius or a lot of data to spot potential problems when making business decisions.

Bad insights can lead to wasted money in marketing. It can literally make the difference between life or death in a field such as healthcare and the sciences. This post will explain what data cleaning is, and why it’s important to do it correctly. We will also give you an overview of the most important steps to take when cleaning up your data.

Step-by-step Instructions On How To Clean Up Your Data

• Remove unwanted observations. Remove unwanted observations or data points. This is the first step in any data cleaning.
• Fix structural errors. Poor data housekeeping is often the cause of structural errors.
  Standardize your data. Standardizing your data is closely linked to fixing structural mistakes, but it goes a step further.
• Be sure to remove outliers. Outliers are data points which significantly differ from other points in the set. These can be problematic for certain types of analysis and data models.
  Fix contradictory data errors. Another common problem to be aware of is cross-set or contradictory data errors.
• Type conversion and syntax mistakes. After you have fixed any other inconsistencies, your data or spreadsheet might be ready to go.
• You must deal with missing data. What do you do when data is lost? There are three main approaches to this problem.
• Validate your dataset. Validate your data after you have cleaned it.

Material for this article originally appeared in the article “What Is Data Cleaning and Why Does It Matter?” in
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Data Cleaning, Data Scrubbing, And Data Cleansing For Vancouver WA Businesses

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

Information About Vancouver, Washington

NW Database Services has strong ties to the Vancouver Washington area. Our office is located just twenty three miles north of downtown Vancouver. We’ve worked with several companies in the Vancouver WA metro area, including banks, hospitals, manufacturing and high tech companies. We really like working with businesses in Vancouver and will continue to serve all businesses in the Vancouver WA area.

Vancouver is a suburb of Portland, WA, and shares its name with a major Canadian city that is right across the Columbian River. Surrounded by beauty in all directions, home to the kindest people, and with a small-town charm, it is no surprise more than 200,000 people call it their home.

History

The Vancouver area was home to native Americans before Europeans arrived. The Chinook and Klickitat tribes named the area “land of mud turtles” till 1775. The Hudson’s Bay Company was set up in the mouth of Fraser River in 1827 when New Westminster, which is not a suburb of Vancouver, was established. During the gold rush in the 1860s, thousands of people flooded into the region from California.
It was a small sawmilling settlement in the 1870s and was incorporated as a city in April 1886. It was only then that the city was renamed Vancouver to honor the English navigator of the Royal Navy, George Vancouver, who surveyed the coast back in 1792. William Van Horne, an American also the president of the Canadian Pacific Railway, suggested the name “Vancouver” to the city.
The city soon became a prosperous port after the opening of the Panama Canal in 1914, allowing the export of grain and lumber from the city to the east coast of the US and also to Europe. After World War II, Vancouver became one of the main business hubs for trade with Asian countries.
Climate
Situated in a temperate zone, the weather in Vancouver is generally mild, although it remains cloudy most days. Temperatures during the summers climb to 80°F and rarely go below 30°F during the winters. The moderate climate during the springtime results in lush green and blossoming trees and shrubs.

Demographics

While most of the people living in Vancouver are Whites, you’ll be able to find people from many other cultures living here. The city is filled with young adults and those looking to start a new family. But you will also find people retire to Vancouver because of the lack of income tax, which ensures no taxes are taken out of their social security payments.
A majority of people speak English, but you can also hear some Spanish being spoken throughout the city. There are slightly more women in Vancouver than men, with a male-to-female ratio being 49.6% to 50.4%.

Local Transportation

Vancouver is a car-centric city, as there is a lack of decent local transit options. Since most people living in Vancouver work in Portland, a car is necessary. There are a few bus lines, such as C-Train servicing the downtown core and providing direct routes from Vancouver to Portland.
The refurbished Vancouver Amtrak station is located near downtown, with south, north, and eastbound trains arriving daily. You can also hail local taxi services such as Uber and Lyft.

Top Businesses

Vancouver has a strong local economy, and the main industries that dominate the local job market include construction, technology, health care, gaming development, and ship manufacturing. Vancouver is home to a number of multinational companies catering to different fields. The two major employers in the technological area include GarageGames and Nightdive Studios. Other companies in the area include Banfield Pet Hospital, Pacific Telecom, Christiansen Shipyards, and Kiewit Engineering Co.