Data Services In Allentown PA At NW Database Services

Structured Vs. Unstructured Data: What Is the Difference?

Data analysts need to be able distinguish between different types of data. There are two types of big data: structured or unstructured. In an ideal world, data should be organized in tables, columns, and rows. They should be neatly stored in a warehouse, relational database. This information can be used to extract useful information. In reality, however, data rarely starts in this manner. Unstructured raw data can result in a torrent of unstructured information stored in large, disorganized repositories known as data lakes. This type of data will be difficult for traditional analytics. Before you can draw insights, your data must first be organized and coherent. After this, you can start targeted activities like data mining (identifying patterns and testing hypotheses) or data predictive analysis (testing them).

What Is the Difference Between Qualitative and Quantitative Data?

Before we can appreciate the differences between structured and unstructured data, it is essential to first understand qualitative and quantitative data. This topic is covered in detail in our blog post. Here’s a summary: Quantitative data refers to quantities. They can be measured or given numerical values. Quantitative data can be used to display dates, times, and weights. Qualitative data, however, are mainly descriptive. These data can be observed but not necessarily measured. These data include blood types, brand names and car brands, product reviews and names, eye colors and even eye color. While qualitative data may contain numerical values, these are usually descriptors or classifiers that do not follow any established measurement scale. See ordinal data for more information. These definitions do not have to be complex. Knowing the difference between quantitative and qualitative data will help you differentiate between structured and unstructured data. This will be apparent as we go on.

What Is Structured Data?

Structured data is data that can fit within a predefined structure. It’s a predefined data structure that defines data types and rules to access and process those data. Any clearly labeled information database, such as an Excel file, SQL database, or data warehouse can contain structured data. These data are stored in tables that have clear relationships between rows and columns. This data is easy to analyse and mine. SQL (Structured Query Language), is a popular tool for this purpose. Because structured data is well documented, it can be easily sorted out and labeled. Let’s say you have a customer email campaign. Your customer relationship management (CRM) may contain a lot of customer information, including phone numbers, invoices and history of interactions.

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

Allentown is 48 miles (77km) north Philadelphia, the sixth-largest US city, and 78 mi (126 km west New York City, America’s largest.

History

The area now known as Allentown was once a forest of scrub oak, where Lenape Indian American tribes hunted deer, grouse and other game in the early 1700s. 23 chiefs from the Five Civilized Tribes deeded large areas north of Philadelphia to three sons, John Penn, Thomas Penn and Richard Penn in 1736. This tract cost $2,500 and included shoes, buckles and hats as well as shirts, knives and scissors.

Climate

The snowfall can vary between winters, with some bringing only light snow and others bringing heavy snowstorms. The average snowfall seasonally is 33.1 inches (84cm), with February seeing the most snowfall, just below 11 inches (280cm). The average annual rainfall is 43.5 inches (110.5cm). Allentown is located in the USDA 6b Zone of Plant Hardiness, which is 7a according to the climate norms for the minimum.

Demographics

According to the 2020 U.S. Census, Allentown had 125,845 residents. These included 54.2% Hispanic/Latinos, 30.2% Non-Hispanic White, 10.4% Non-Hispanic Black, 1.9% Asians, 0.1% Native American/Pacific Islander and 3.2% Mixed or Other.

Transportation

LANTA is a bus service that serves Northampton and Lehigh counties. Allentown has public buses. The Allentown Transportation Center is located at North 7th Street and serves as a hub for LANTA buses. Numerous private bus lines service Allentown from the intercity terminal located at 325 Hamilton Street. These include Trans-Bridge Lines or Greyhound Lines. They offer direct bus service throughout New York City to the Port Authority Bus Terminal and other intermediate points.

Top Businesses

For most of the 20th-century, Center City Allentown was located along Hamilton Street between 5th-10th Streets. In Allentown’s suburbs, several malls were constructed in the 1960s and 1970s. Today, they are the most visited shopping areas. The Promenade Shops at Saucon Valley was opened in October 2006 south of Allentown, Upper Saucon Township.

Allentown PA Map