NeighborhoodScout Review Scrapers

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NeighborhoodScout Review Scraper

The NeighborhoodScout Review Scraper is an Apify Actor designed to extract detailed real estate and educational data from NeighborhoodScout for a specified location. By providing a location (e.g., "California, United States"), this Actor retrieves comprehensive statistics, including real estate appreciation, school enrollment, proficiency metrics, and demographic information, making it a valuable tool for researchers, educators, and real estate professionals.

Input Parameters

To use this Actor, provide the following input parameters in JSON format:

Example Input:

{
"itemLimit":10,
"item_limit":10,
"location":"California, United States"
}

Features

• Comprehensive Data Extraction: Retrieves detailed real estate and educational statistics, including school enrollment, proficiency rates, and demographic distributions.
• Flexible Location-Based Scraping: Supports data extraction for any specified location, enabling targeted analysis.
• Structured Output: Returns data in a well-organized JSON format for easy integration into analytics workflows.
• Customizable Limits: Allows users to set item limits for controlled data retrieval.
• Reliable and Scalable: Built to handle large datasets efficiently, leveraging Apify's robust infrastructure.

Example Output

The Actor returns a JSON array containing detailed data for the specified location. Below is an example output for "California, United States":

[
{
"w":{
"title":"California Real Estate Information - NeighborhoodScout",
"real_estate_appreciation":{
"1_year":""
}
},
"w4":{
"overview":{
"Number Of Students":"5,852,964",
"Number Of California Schools":"10,420",
"Number Of California School Districts":"2,187",
"Spending Per Student":"$18,298"
},
"special_needs_groups":{
"Economically Disadvantaged":"59.8%",
"English Language Learners":"20.4%",
"Students With Disabilities":"12.8%"
},
"reading_proficiency":[
"","46%","44%","47%","44%","47%","45%","5%","55%"
],
"math_proficiency":[
"","45%","41%","34%","33%","33%","30%","0%","27%"
],
"school_enrollment_by_group":[
{
"group":"White (non-hispanic)",
"state_percent":"23.2%",
"nation_percent":"47.5%"
},
{
"group":"Black",
"state_percent":"5.1%",
"nation_percent":"15.8%"
},
{
"group":"Hispanic",
"state_percent":"57.3%",
"nation_percent":"29.3%"
},
{
"group":"Asian Or Pacific Islander",
"state_percent":"13.4%",
"nation_percent":"5.9%"
},
{
"group":"American Indian Or Native Of Alaska",
"state_percent":"1.0%",
"nation_percent":"1.4%"
}
],
"special_needs":[
{
"group":"Economically Disadvantaged",
"state_percent":"59.8%",
"nation_percent":"51.6%"
},
{
"group":"English Language Learners",
"state_percent":"20.4%",
"nation_percent":"9.9%"
},
{
"group":"Students With Disabilities",
"state_percent":"12.8%",
"nation_percent":"14.9%"
}
],
"education_environment_population":[
{
"group":"Population",
"state_percent":"38,965,193",
"nation_percent":"334,914,895"
},
{
"group":"Population Density (per sq. mile)",
"state_percent":"247",
"nation_percent":"93"
},
{
"group":"4 Years Old And Below",
"state_percent":"5.6%",
"nation_percent":"5.7%"
},
{
"group":"5-19 Years Old",
"state_percent":"19.2%",
"nation_percent":"19.1%"
},
{
"group":"20-44 Years Old",
"state_percent":"35.1%",
"nation_percent":"33.3%"
},
{
"group":"45-64 Years Old",
"state_percent":"24.8%",
"nation_percent":"25.1%"
},
{
"group":"65 Or Older",
"state_percent":"15.3%",
"nation_percent":"16.8%"
}
],
"education_environment_household_characteristics":[
{
"group":"Number Of Households",
"state_percent":"13,434,847",
"nation_percent":"120,745,577"
},
{
"group":"Single Parent Households With Children",
"state_percent":"8.2%",
"nation_percent":"8.3%"
},
{
"group":"Adults With At Least A High School Diploma",
"state_percent":"84.6%",
"nation_percent":"89.4%"
},
{
"group":"Adults With At Least A Bachelor's Degree",
"state_percent":"36.5%",
"nation_percent":"35.0%"
}
],
"education_expenditures_state":[
{
"expenditure":"Instructional Expenditures",
"per_student":"$8,891",
"total":"$52,040,046,000",
"percent_of_total":"48.6%"
},
{
"expenditure":"Total Expenditures",
"per_student":"$18,298",
"total":"$107,095,918,000",
"percent_of_total":"100.0%"
}
]
}
}
]

Use Cases

• Real Estate Analysis: Gather insights on real estate appreciation and demographic trends for investment decisions.
• Educational Research: Analyze school performance metrics, enrollment data, and funding allocations for policy or academic studies.
• Urban Planning: Use population and household data to inform city planning and resource allocation.
• Market Research: Understand demographic and economic characteristics for targeted marketing strategies.
• Policy Development: Leverage educational and demographic data to support evidence-based policy making.

Support

For bug reports or custom needs, contact support@getdataforme.com or use our contact form: https://getdataforme.com/contact/.
Please include a clear subject line in your message, such as "NeighborhoodScout Scraper Support."