Data Services In Colorado At NW Database Services

While it may seem normal to want to eliminate outliers during data cleaning, this is not always the best practice. In reality, it is sometimes best to keep outliers in your data.

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.

What Is Data Cleansing?

Data cleansing (also known as data cleansing, data wrangling or data cleansing) is an important step in data analytics. This vital step, which includes validating and preparing data, is usually done before you start your core analysis. Although data cleaning can be a simple process of removing incorrect data, it is a major part of the overall process. Most of the work is spent on identifying rogue data and, where possible, correcting it.

“Rogue data” refers to data that is incomplete, incorrect, not relevant, corrupted, or otherwise incorrectly formatted. Deduplication, also known as ‘deduping’, is another part of the process. This basically means that identical data points can be merged or removed.

Why Is It Important to Correct Such Errors?

It’s simple: If you don’t have them, they will impact your analysis. Data analysis is often used to make business decisions. Therefore, it is important to get accurate results. It might seem easier to delete rogue data or insufficient data. This can also cause problems: incomplete data will impact your analysis. Data cleaning has one main goal: to preserve as much data as possible. This improves the reliability of your insights.

Data cleaning is important for more than just data analysis. Data cleaning is important for business housekeeping, or ‘data governance’. Big data sources are constantly evolving and dynamic. Maintaining databases regularly is a great way to stay on top of the latest developments. We’ll be discussing several other benefits of this practice in the next section.

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
(360)841-8168

Colorado Information

Find Out About Colorado

Colorado is located in the Mountain West subregion, Western United States. It includes most of the Southern Rocky Mountains as well as the northeastern part of the Colorado Plateau, and the western edge the Great Plains. Colorado is the 21st-largest and most populous U.S. state. The 2020 United States Census enumerated Colorado’s population at 5,773,714, a 14.80% increase since 2010.

History

Native Americans and their ancestors have lived in the region for at least 13500 years. Early peoples spread across the Americas by using the eastern edge of Rocky Mountains as a migration route. The Spanish word “Colorado”, which means “ruddy”, refers to the color of the Fountain Formation outcroppings that can be found along the Front Range of Rocky Mountains. On February 28, 1861, the Territory of Colorado was established. On August 1, 1876 U.S. President Ulysses S. Grant signed Proclamation 233, admitting Colorado as the 38th State to the Union. Colorado is known as the “Centennial State”, because it was established one hundred years after the United States Declaration of Independence was signed.

Major Cities & Towns

The State of Colorado is split into 64 counties. The City and County of Broomfield and Denver are two of the 64 counties. They have combined their city and county governments. Colorado has no minor civil divisions, so counties are an important unit of government.

Climate

Colorado’s climate is more complicated than other states in the Mountain States region. Contrary to most states, the climate in southern Colorado isn’t always as warm as that of northern Colorado. Colorado’s most populous region is composed of foothills and high plains as well as desert lands. The climate of the area is greatly affected by the surrounding mountains and valleys. Northeast, east and southeast Colorado are dominated by the high plains. Northern Colorado, however, is a mixture of foothills and high plains. Northwest Colorado and west Colorado are mainly mountainous with some desert lands in between. Southwest Colorado and southern Colorado contain a mix of mountain and desert areas.

Population

The 2020 United States Census enumerated Colorado’s population at 5,773,714, a 14.80% increase over the 2010 census. The Front Range Urban Corridor is expected to see the largest future growth.

Economy

In 2015, the total state product was $318.6 million. The Median Annual Household Income was $70666, ranking 8th in the country. Colorado ranked 11th in the country for per capita income, with $51,940 in 2010. Since its early 19th-century roots as a mining state, the state’s economy has expanded. Irrigated agriculture was developed in the mid-19th century and livestock raising became a major part of the state’s economy. The extraction and processing minerals and agricultural products was the basis of early industry. The current agricultural products include cattle, wheat and dairy products as well as corn and hay.

Material for information about Colorado first appeared in Wikipedia

Colorado Map