Data Services In Provo UT At NW Database Services

Types of Data Analysis

Data science and data analytics are two of the most popular fields in which to start your career. Many companies depend on multiple sources of data. Sometimes, the data sources may be stored in different formats and technologies. The company where I work uses both SQL and NoSQL solutions, making it difficult for raw data to be combined.
Data transformation techniques can be used to pull data from their silos and reformat them before storing them in a central location known as a data warehouse. 

What Is Data Transformation?

Data transformation, at a high level is when source data are reshaped or formatted to meet the requirements of downstream systems and processes. Data transformation is often referred to as a data engineering task or data governance task. It typically occurs in extract, transform load or extract, loads, transform (ETL/ELT), pipelines that process raw data.
Data transformation involves transforming data from source data. These processes add, delete, format, and store it. Data transformation can be automated using software that creates data warehouses or data lakes. Data analysts and data scientists will often need to perform data transforms manually on smaller scales in order to model the data for data-driven decision making.
The age of big data has been triggered by the explosion in Internet of Things (IoT), or “smart” devices. It is now more important than ever that data be stored and processed efficiently in order to make it easier to analyze. Organizations can extract valuable insights by creating processes and pipelines to transform their data.
We’ll be using an example to illustrate data transformation in ETL/ELT processes. Imagine yourself as an analyst in a company that stores structured information via rows and columns in a database, and unstructured data via JSON and JSON in another.
You must format unstructured data in order to be able to join it with structured data to conduct an analysis. No matter if your process is ETL-based or ELT-based, you must transform the unstructured data so that it can be merged with the structured data. Let’s now look at data transformation.

How Does Data Transformation Work?

Data transformation involves the following steps: understanding the data, mapping it to a destination system and then running the processes to transform the data. Pre-processing data is necessary before performing data transformation. Data pre-processing includes tasks such as de-duplicating records and managing outliers. A data transformation pipeline can include preprocessing functions.

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
(360)841-8168

The fourth-largest city in Utah is Provo. It is located along the Wasatch Front, 43 miles (69km) south of Salt Lake City. Provo, the largest city in Utah County and its county seat, is also home to Brigham Young University (BYU).

History

The original name of the Provo area was Timpanogas. This Numic word (Ute people) may have meant “rock river” or Timpanogas. The Timpanogos inhabited the area. It was home to the largest settlement in Utah. The Timpanogos were peaceful because of the abundance of food available from the Provo River. This area was also used as a traditional gathering place for Ute tribesmen and Shoshone tribesmen, and as a place to worship their creator.

Climate

Provo’s climate is either classified as a hot-summer Mediterranean climate or as a cool, semi-arid climate. The average annual rainfall at Brigham Young University is 17.23 inches, or 440 millimetres. However, the west part of the metro area near Orem receives only 13.5 inches, or 340 millimetres, of precipitation. This creates a cool semi-arid environment. Provo’s 1983 was the most wet year with 37.54 inches (953.5mm), and 2020 saw 7.28 inches (184.9mm).

Demographics

The 2010 census showed that the city had 112,488 residents, 31,524 households, and 21,166 families. 2,697.6 people per square mile (1.041.5/km) was the population density. The city’s racial makeup was 84.8% white, 0.7% Black or African American and 0.8% American Indian. It had 1,041.5/km2. 15.2% of the population was Hispanic/Latino of any race.

Transportation

Interstate 15 runs through western Provo, connecting it with the rest of the Wasatch Front and much of Utah. US-89 runs northwest to southeast through the city as State Street, while US-189 connects US-89 with I-15, BYU, and Orem to the north. At the north edge of the city, US-189 heads northeast into Provo Canyon, where it connects with Heber.

Top Businesses

There are more than 100 restaurants in Provo, with over 60 located downtown. There are also a few shopping centers. Provo is home to the Shops At Riverwoods as well as Provo Towne Centre. Many small shops, music venues and boutiques have opened downtown along Center Street and University Avenue. Downtown hosts “gallery walks” every Friday that feature local artists. Many restaurants are located in downtown Provo.

Provo UT Map