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Redfin Data Parser & API

Real-Time MLS Data from Technology-Driven Real Estate Brokerage.

Extract comprehensive property data from Redfin.com, a technology-powered real estate brokerage with direct MLS access in 100+ markets. Access Redfin Estimates, agent reviews, tour scheduling data, and market statistics through our API.

Platform Overview​

Market Position​

  • Technology-First Brokerage: Full-service real estate brokerage with direct MLS access
  • 100+ Markets: Selective coverage in major US metros
  • Direct MLS Integration: Real-time feeds from local Multiple Listing Services
  • 50M+ Monthly Visitors: Popular among tech-savvy home buyers
  • Low Commission Model: 1-1.5% listing fees vs traditional 2.5-3%

Data Quality​

Key metrics:

  • Redfin Estimate Accuracy: Median error 2.2% (more accurate than Zillow)
  • Update Frequency: Real-time MLS updates
  • Market Coverage: Major metros only (not nationwide)
  • Data Completeness: 95%+ for covered markets
  • MLS Access: Direct feeds as licensed brokerage

Key Differentiators​

Unique to Redfin:

  • Redfin Estimate: Highly accurate automated valuation
  • Agent Reviews: Customer ratings and reviews
  • Tour Scheduling: Available tour times
  • Hot Homes: Properties with high buyer interest
  • Competitive Offers: Number of offers received

Data Fields Available​

PropAPIS extracts 90+ data fields from each Redfin property listing:

Property Basics​

  • Address and location details
  • Price and price history
  • Bedrooms and bathrooms
  • Square footage and lot size
  • Year built and property type
  • Status and days on market

Redfin-Specific Data​

  • Redfin Estimate: Automated valuation
  • Estimate Range: Low and high bounds
  • Hot Home Badge: High-interest indicator
  • Number of Offers: Competitive interest
  • Tour Availability: Scheduled showing times
  • Last Redfin Tour: Recent showing date

Agent Information​

  • Listing Agent: Name and contact
  • Redfin Agent Rating: Customer reviews
  • Number of Reviews: Agent reputation
  • Agent Phone: Direct contact
  • Tour Scheduling: Online booking availability

Market Data​

  • Market Hotness: Demand indicator
  • Days on Redfin: Platform-specific DOM
  • Price Trends: Historical changes
  • Competition Level: Offer count
  • Market Statistics: Area-level data

API Endpoints​

Get Property Details​

from propapis import PropAPIS

api = PropAPIS(api_key='your_api_key')

# Get property by address
property_data = api.platforms.redfin.get_property(
    address='123 Main St, Seattle, WA 98101'
)

print(f"Address: {property_data.address}")
print(f"Price: ${property_data.price:,}")
print(f"Redfin Estimate: ${property_data.redfin_estimate:,}")
print(f"Hot Home: {property_data.is_hot_home}")
print(f"Number of Offers: {property_data.offer_count}")

Search Listings​

# Search for properties
listings = api.platforms.redfin.search_listings(
    location='Seattle, WA',
    status='active',
    min_price=400000,
    max_price=700000,
    property_type='Single Family'
)

for listing in listings[:10]:
    print(f"{listing.address} - ${listing.price:,}")
    if listing.is_hot_home:
        print("  🔥 HOT HOME")

Get Market Statistics​

# Get market trends
market_data = api.platforms.redfin.get_market_stats(
    location='Seattle, WA'
)

print(f"Median Sale Price: ${market_data.median_price:,}")
print(f"Active Listings: {market_data.active_count:,}")
print(f"Avg Days on Market: {market_data.avg_dom:.0f}")
print(f"Market Hotness: {market_data.hotness_score}/100")

Search Hot Homes​

# Find properties with high buyer interest
hot_homes = api.platforms.redfin.search_listings(
    location='Seattle, WA',
    hot_homes_only=True,
    status='active'
)

print(f"Found {len(hot_homes)} Hot Homes")
for home in hot_homes[:5]:
    print(f"{home.address}")
    print(f"  Price: ${home.price:,}")
    print(f"  Offers: {home.offer_count}")

Use Cases​

Competitive Market Analysis​

  • Track hot homes and buyer demand
  • Monitor offer counts
  • Analyze market competitiveness
  • Identify pricing trends

Investment Research​

  • Find undervalued properties
  • Compare Redfin Estimates
  • Track price reductions
  • Monitor days on market

Market Intelligence​

  • Market hotness scores
  • Buyer demand indicators
  • Tour activity tracking
  • Competitive dynamics

Quick Start​

from propapis import PropAPIS

api = PropAPIS(api_key='your_api_key')

# Get property with Redfin Estimate
property_data = api.platforms.redfin.get_property('123 Main St, Seattle, WA')

print(f"Redfin Estimate: ${property_data.redfin_estimate:,}")
print(f"Hot Home: {property_data.is_hot_home}")

For detailed documentation, see our API Reference.

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