Why You Should Start Scraping Neighborhood Data With Scraping Robot

Scraping Robot
April 25, 2022

Have you ever wanted to learn more about a neighborhood but struggled to find all the information you need in one place? You might benefit from scraping websites to collect neighborhood data. You can use web scrapers to gather useful neighborhood information from places like real estate sites and national databases.

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Whether you’re a real estate agent, investor, or prospective homebuyer, scraping neighborhood data can help you make better choices. Keep reading to learn why you might want to scrape neighborhood info, what kinds of information you can collect, and how to get a scraper that fits your needs.

What Types of Neighborhood Data Can You Scrape?

What Types of Neighborhood Data Can You Scrape?

Web scraping is a great way to collect publicly available information into one convenient spreadsheet. If you’re interested in learning more about a specific neighborhood, there’s plenty of data available online that you can scrape to gain a better understanding of the big picture.

Property values and rent

The most fundamental concern many people have about a neighborhood is the cost of living there, in particular real estate rental and purchase costs. Home pricing is among the simplest kinds of information to scrape. Real estate websites often let you sort homes and apartments by neighborhood, so you can scrape home values and rent with ease to learn how much it costs on average to live somewhere.

You can also scrape properties for sale and properties for rent separately. Neighborhoods are much easier to evaluate using this data to compare and contrast with other neighborhoods.


Size is right up there with property values in importance. If you’re scraping for one, you should also be scraping for the other. You can learn a lot by checking how much it costs to rent or buy properties of different sizes.

The size of a home or apartment usually dictates its cost, but not always. If you’re considering an investment, scraping for size and cost can help you spot bargains when something big pops up for a low local price.

Demographics and population

If you’re comparing different neighborhoods, you might benefit from knowing how many people live in different areas and what demographics live in each. For instance, if you have a young child, you might scrape national databases for demographic information because you prefer to live somewhere with a lot of other kids. You might also use neighborhood demographic data to help you start a new business by learning whether a neighborhood is rich in people from your target audience.


Neighborhood amenities come in many forms. Real estate sites are starting to include much more data about local offerings, from walkability scores based on the number of sidewalks and busy streets to data about local coffee shops, public pools, and parks. When comparing different locations, real estate neighborhood data like this can be the tie-breaker between two similarly appealing properties.

School districts

Many parents agree that one of the most valuable elements a neighborhood can offer is its public school district. A child’s future depends on a good education, so the quality of a neighborhood’s school district can be a game-changer for prospective renters or buyers. Whether you’re a parent or a real estate agent, you can scrape this data to inform your decisions about selling or buying homes.


Most of us prefer not to live or work somewhere with high crime levels. Real estate sites, local law enforcement, and national databases provide information about crime levels in neighborhoods around the country. You can gather this information to avoid buying property somewhere that would put your life, family, or business at risk.


An increasingly common feature on real estate sites is review-gathering. These sites solicit reviews of neighborhoods from people who live there. These reviews give valuable first-person insight into what it’s like to live or work in a given area. You can scrape reviews to better understand what people like and dislike about where they live before making any major decisions.

Why You Should Scrape Neighborhood Data

Why You Should Scrape Neighborhood Data

Neighborhood data can tell you a lot about an area. Scraping real estate websites and national databases can show you whether a specific place is safe, how much it costs to live there, what kind of people live there, and how it’s changing over time. You might want to scrape this data if you’re:

Moving to a new city

If you’re relocating, you may not know your prospective hometown very well. Neighborhoods that look perfectly average at first glance may have hidden gems, or they may be unexpectedly dangerous. Before you decide between buying or renting, you can scrape data about different neighborhoods to make a more informed decision about your potential new homes.

It’s the best method for finding rental data for neighborhoods on a large scale. You can scrape information about pricing, cost, safety, local amenities, and reviews. You can even sort neighborhood data by address to help decide whether that cute house you found is worth the investment or if it’s actually somewhere unsafe or overpriced.

Investing in rentals

Some people like to scrape neighborhood information to help them make better investment decisions. The rental and real estate markets are moving fast these days. If you’re considering diving in, scraping neighborhood data can help you prepare to make better purchases when opportunities crop up.

For instance, if you know a few neighborhoods you want to invest in, you can scrape neighborhood pricing data by zip code over time. When a good deal appears, you’ll know right away and be able to make the first offer. Scraping data lets you prep in advance and makes investing in worthwhile rental properties easier.

Working in real estate

Neighborhood data scraping is also helpful if you’re on the other side of the business. If you work in real estate, scraping neighborhood data can help you learn more about places where you regularly sell homes.

You’ll be able to give your clients better advice about pricing since you’ll have an overview of what homes in their neighborhood typically cost. You’ll also be able to recommend amenities that will improve their home’s appeal and spot trends in where homes are selling. A good neighborhood scraping program can help you do your job better.

Starting a business

Other business people can also use neighborhood scraping to inform their decisions. If you’re considering opening a brick-and-mortar business, location makes all the difference. You can use a scraping program to study different neighborhoods for safety, demographic, and growth trends.

With neighborhood demographics data, you can select a location for your business that’s safe and close to your customers. You could look for a neighborhood with high property values and lots of children if you want to open a daycare — or one with many college students if you want to open a bar. You’ll be able to make better choices about your location and increase the chances that your business succeeds.

Performing academic studies

Neighborhood scraping can even be helpful in the academic world. Subjects like economics, anthropology, criminology, or sociology often demand data about different neighborhoods.

With a scraping program, you can learn about trends in crime, house prices, and even how people make decisions over time. Scrapers let you customize what data you want to collect and give you complete control over the parameters of your reports. That’s excellent for producing insightful, thorough, and timely studies.

How Scraping Robot Makes Gathering Neighborhood Data Easy

How Scraping Robot Makes Gathering Neighborhood Data Easy

Traditionally, the only way to effectively scrape websites for information was to write your scraping program yourself. You needed to understand how websites worked, what specific information you wanted to target, and how to write code and execute it online. It could be overwhelming for people who just wanted to do some research.

That’s where Scraping Robot comes in. With Scraping Robot, you don’t need to know how to program to collect neighborhood data. All you need to do is sign up for free. Scraping Robot provides dozens of pre-built modules that you can use to start scraping online. You’ll receive 5000 free scrapes a month, more than enough to make an informed decision about your next move.

Suppose you need even more specific scraping software. In that case, you can ask Scraping Robot to build you a complete custom neighborhood data API to gather precisely the data you need from any public website. You could order a custom module to help you study different neighborhoods, compare renting and owning, track crime rates, or anything else you might need.

No matter what kind of information you want to collect or how you want to use it, Scraping Robot can help. Scraping Robot is a one-stop shop for all your scraping needs. You don’t have to worry about a monthly subscription or high prices, either. Scraping Robot charges as low as $0.0018 per scrape, so it’s an affordable, effective way to gather the data you need.

Start Scraping Neighborhood Data Today

Start Scraping Neighborhood Data Today

Whether you’re interested in buying or selling real estate or considering opening a new business, neighborhood data can be invaluable. With Scraping Robot, you can start scraping all the data you could ever need about your chosen neighborhoods. Learn more or start your first project with Scraping Robot today.

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