In 2023, the median single-family home price in the state of Florida was 410,000 U.S. dollars, up from 145,000 U.S. dollars in 2012. Despite this consistent growth in home prices, the volume of single-family homes sold in the state stagnated between 2015 and 2018.

Graph and download economic data for All-Transactions House Price Index for Florida (FLSTHPI) from Q1 1975 to Q1 2025 about appraisers, FL, HPI, housing, price index, indexes, price, and USA.

In the United States, Hawaii was the state with the most expensive housing, with the typical value of single-family homes in the 35th to 65th percentile range exceeding ******* U.S. dollars. Unsurprisingly, Hawaii also ranked top as the state with the highest cost of living. Meanwhile, a property was the least expensive in West Virginia, where it cost under ******* U.S. dollars to buy the typical single-family home. Single-family home prices increased across most states in the United States between December 2023 and December 2024, except in Louisiana, Florida, and the District of Colombia. According to the Federal Housing Association, house appreciation in 13 states exceeded **** percent in 2023.

The median sales price of single-family houses sold in Brevard County, Florida increased substantially in recent years. In 2023, the median sales price of single-family homes reached ******* U.S. dollars, up from ******* U.S. dollars in the previous year. A similar trend could be observed in the state of Florida.

Graph and download economic data for Zillow Home Value Index (ZHVI) for All Homes Including Single-Family Residences, Condos, and CO-OPs in Florida (FLUCSFRCONDOSMSAMID) from Jan 2000 to Jun 2025 about 1-unit structures, family, residential, FL, housing, indexes, and USA.

In April 2024, the typical value of a single-family home in the 40th to 60th percentile in Florida ranged between *** million U.S. dollars and ******* U.S. dollars. Key West, Naples, and Miami ranked in the top three most expensive markets. Sebring, Wauchula, and Palatka were on the other end of the scale with the most affordable homes.

Graph and download economic data for All-Transactions House Price Index for Miami-Miami Beach-Kendall, FL (MSAD) (ATNHPIUS33124Q) from Q4 1975 to Q1 2025 about Miami, appraisers, FL, HPI, housing, price index, indexes, price, and USA.

The U.S. housing market has slowed, after ** consecutive years of rising home prices. In 2021, house prices surged by an unprecedented ** percent, marking the highest increase on record. However, the market has since cooled, with the Freddie Mac House Price Index showing more modest growth between 2022 and 2024. In 2024, home prices increased by *** percent. That was lower than the long-term average of *** percent since 1990. Impact of mortgage rates on homebuying The recent cooling in the housing market can be partly attributed to rising mortgage rates. After reaching a record low of **** percent in 2021, the average annual rate on a 30-year fixed-rate mortgage more than doubled in 2023. This significant increase has made homeownership less affordable for many potential buyers, contributing to a substantial decline in home sales. Despite these challenges, forecasts suggest a potential recovery in the coming years. How much does it cost to buy a house in the U.S.? In 2023, the median sales price of an existing single-family home reached a record high of over ******* U.S. dollars. Newly built homes were even pricier, despite a slight decline in the median sales price in 2023. Naturally, home prices continue to vary significantly across the country, with West Virginia being the most affordable state for homebuyers.

Graph and download economic data for Housing Inventory: Median Listing Price in Florida (MEDLISPRIFL) from Jul 2016 to Jun 2025 about FL, listing, median, price, and USA.

Graph and download economic data for Housing Inventory: Active Listing Count in Florida (ACTLISCOUFL) from Jul 2016 to Jun 2025 about active listing, FL, listing, and USA.

Telluride, CO, was the most expensive market for luxury single-family home market in the United States in 2025. In February that year, the median sales price of a single-family home in Telluride was 4.5 million U.S. dollars. Ft. Lauderdale, FL, and Park City, UT were other locations that fetched prices over four million U.S. dollars.

The median sales price of single-family houses sold in Lake, Orange, Osceola and Seminole counties, Florida increased substantially in recent years. In 2023, the median sales price of single-family homes reached ******* U.S. dollars, up from ******* U.S. dollars in the previous year. A similar trend could be observed in the state of Florida.

United States Median Home Sale Price: Single Family: Punta Gorda, FL data was reported at 254.000 USD th in Jul 2020. This records an increase from the previous number of 242.000 USD th for Jun 2020. United States Median Home Sale Price: Single Family: Punta Gorda, FL data is updated monthly, averaging 189.000 USD th from Feb 2012 (Median) to Jul 2020, with 102 observations. The data reached an all-time high of 254.000 USD th in Jul 2020 and a record low of 110.000 USD th in Jul 2012. United States Median Home Sale Price: Single Family: Punta Gorda, FL data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB056: Median Home Sale Price: by Metropolitan Areas.

United States Median Home Sale Price: Single Family: Florida data was reported at 318.000 USD th in Jul 2020. This records an increase from the previous number of 301.000 USD th for Jun 2020. United States Median Home Sale Price: Single Family: Florida data is updated monthly, averaging 234.000 USD th from Feb 2012 (Median) to Jul 2020, with 102 observations. The data reached an all-time high of 318.000 USD th in Jul 2020 and a record low of 137.000 USD th in Feb 2012. United States Median Home Sale Price: Single Family: Florida data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB055: Median Home Sale Price: by States.

The median sales price of single-family houses sold in Hernando, Hillsborough, Pasco and Pinellas counties, Florida increased substantially in recent years. In 2023, the median sales price of single-family homes reached ******* U.S. dollars, up from ******* U.S. dollars in the previous year. A similar trend could be observed in the state of Florida.

United States Median Home Sale Price: Single Family: Deltona, FL data was reported at 242.000 USD th in Jul 2020. This records an increase from the previous number of 230.000 USD th for Jun 2020. United States Median Home Sale Price: Single Family: Deltona, FL data is updated monthly, averaging 162.500 USD th from Feb 2012 (Median) to Jul 2020, with 102 observations. The data reached an all-time high of 242.000 USD th in Jul 2020 and a record low of 85.000 USD th in Feb 2012. United States Median Home Sale Price: Single Family: Deltona, FL data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB056: Median Home Sale Price: by Metropolitan Areas.

The median sales price of single-family houses sold in Broward, Miami-Dade & Palm Beach Counties increased substantially in recent years. In 2023, the median sales price of single-family homes reached almost ******* U.S. dollars, up from nearly ******* U.S. dollars in the previous year. A similar trend could be observed in the state of Florida.

United States Median Home Sale Price: Single Family: Tampa, FL data was reported at 280.000 USD th in Jul 2020. This records an increase from the previous number of 273.000 USD th for Jun 2020. United States Median Home Sale Price: Single Family: Tampa, FL data is updated monthly, averaging 196.500 USD th from Feb 2012 (Median) to Jul 2020, with 102 observations. The data reached an all-time high of 280.000 USD th in Jul 2020 and a record low of 120.000 USD th in Feb 2012. United States Median Home Sale Price: Single Family: Tampa, FL data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB056: Median Home Sale Price: by Metropolitan Areas.

This statistic shows the median prices of single-family houses sold in Miami-Dade County from 1995 to 2011. In 2010, the median house price in the area amounted to 189,400 U.S. dollars.

This dataset is a snapshot from October 2022 of all 48 homes in a section of a neighborhood nearby a large university in Central Florida. All of the homes are single family homes featuring a garage, a driveway, and a fenced-in backyard. Data was gathered by hand (keyboard) via a collection of sites, including Zillow, Realtor, Redfin, Trulia, and Orange County Property Appraiser. All homes were built in the same year in the early 2000's and feature central air and all other utilities typical of contemporary suburban homes in the United States. The area is close to a university and a large portion of renters are college students and young professionals, as well as families and older adults.

There are 30 columns:

• HID: House ID, a unique identifier for each house (int from 1 to 48, not the actual address number) -Sqft: The Square Footage of the Interior of the house (int) -LandSqft: The Total Square Footage of the land (int) -Neighbors: The number of homes directly adjacent to each house (int) -Stories: The number of stories in each house (int) -Pool: Does the house have a pool (int, 0 for 'No', 1 for 'Yes') -Bedrooms: The number of bedrooms in each house (int) -Bathrooms: The number of bathrooms (full or half) in each house (int) -DateLastSold: The date on which the house was last sold (datetime) -PropertyTaxes2022: The annual property taxes for 2022 (float) -OwnedByBank: Is the house owned by a bank (int, 0 for 'No', 1 for 'Yes') -OuterPortion: Is the house on the Outer Portion of the Neighborhood (int, 0 for 'No', 1 for 'Yes') -NextToLoudRoad: Is the house directly adjacent to a loud road (int, 0 for 'No', 1 for 'Yes') -PriceLastSold: Price that the house was last sold for (float) -Zestimate: Zillow's Price Estimate for the house (float) -RentZestimate: Zillow's Estimate for the Monthly Price of rent for the house (float) -RealtorcomEstimate: Realtor dot com's Estimate for the house (float) -RedfinEstimate: Redfin's Estimate for the house (float) -TruliaEstimate: Trulia's Estimate for the house (float) -OCPALandValue2022: The Land Value on the county's 2022 records (float) -OCPABuildingValue2022: The Building Value on the county's 2022 records (float) -OCPAFeaturesValue2022: The Features Value on the county's 2022 records (float) -OCPAMarketValue2022: The Market Value on the county's 2022 records (float) -OCPAAssessedValue2022: The Assessed Value on the county's 2022 records (float), AKA what homeowners are taxed on -OCPALandValue2021: The Land Value on the county's 2021 records (float) -OCPABuildingValue2021: The Building Value on the county's 2021 records (float) -OCPAFeaturesValue2021: The Features Value on the county's 2021 records (float) -OCPAMarketValue2021: The Market Value on the county's 2021 records (float) -OCPAAssessedValue2021: The Assessed Value on the county's 2021 records (float), AKA what homeowners are taxed on -Notes: any notes on any of the homes (str)

Note that while the dataset is exhaustive in that it has all of the houses, some homes are missing some columns, typically because a home did not feature a estimate on a site or the one home not found on the property appraiser's site. This also is therefore not a randomized dataset, so the only population of homes that it can be used to infer on are those within this specific portion of the neighborhood. Personally, I am going to use the dataset to practice a couple of aspects of real-world data: Cleaning, Imputing, and Exploratory Data Analysis. Mainly, I want to compare different approaches to filling in the missing values of the dataset, then do some Model Building with some additional Dimensionality Reduction.