Graph and download economic data for All-Transactions House Price Index for Boston, MA (MSAD) (ATNHPIUS14454Q) from Q3 1977 to Q3 2025 about Boston, MA, appraisers, HPI, housing, price index, indexes, price, and USA.

Graph and download economic data for S&P CoreLogic Case-Shiller MA-Boston Home Price Index (BOXRSA) from Jan 1987 to Sep 2025 about Boston, NH, MA, HPI, housing, price index, indexes, price, and USA.

The S&P Case Shiller Boston Home Price Index has been on an upward trend in the past years. The index measures changes in the prices of existing single-family homes. The index value was equal to 100 as of January 2000, so if the index value is equal to 130 in a given month, for example, it means that the house prices have increased by 30 percent since 2000. The value of the S&P Case Shiller Boston Home Price Index amounted to nearly ****** in August 2025. That was above the national average.

Graph and download economic data for Home Price Index (High Tier) for Boston, Massachusetts (BOXRHTSA) from Jan 1987 to Sep 2025 about high tier, Boston, HPI, housing, price index, indexes, price, and USA.

View monthly updates and historical trends for Case-Shiller Home Price Index: Boston, MA. Source: Standard and Poor's. Track economic data with YCharts an…

Graph and download economic data for Condo Price Index for Boston, Massachusetts (BOXRCSA) from Jan 1995 to Sep 2025 about Boston, 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 All-Transactions House Price Index for Middlesex County, MA (ATNHPIUS25017A) from 1975 to 2024 about Middlesex County, MA; Boston; MA; HPI; housing; price index; indexes; price; and USA.

View yearly updates and historical trends for Boston-Cambridge-Newton, MA-NH Housing Affordability Index. Source: National Association of Realtors. Track …

Housing Inventory: Median Listing Price Year-Over-Year in Boston-Cambridge-Newton, MA-NH (CBSA) was -4.52% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Listing Price Year-Over-Year in Boston-Cambridge-Newton, MA-NH (CBSA) reached a record high of 16.44 in August of 2023 and a record low of -4.52 in October of 2025. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Listing Price Year-Over-Year in Boston-Cambridge-Newton, MA-NH (CBSA) - last updated from the United States Federal Reserve on December of 2025.

Housing Inventory: Median Listing Price per Square Feet Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) was 1.55% in September of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Listing Price per Square Feet Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) reached a record high of 6.76 in June of 2020 and a record low of -4.14 in July of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Listing Price per Square Feet Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for All-Transactions House Price Index for Massachusetts (MASTHPI) from Q1 1975 to Q3 2025 about MA, appraisers, HPI, housing, price index, indexes, price, and USA.

Housing Inventory: Median Listing Price Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) was -1.49% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Listing Price Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) reached a record high of 5.69 in March of 2018 and a record low of -4.99 in August of 2025. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Listing Price Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) - last updated from the United States Federal Reserve on December of 2025.

Housing Inventory: Median Listing Price per Square Feet in Boston-Cambridge-Newton, MA-NH (CBSA) was 466.00000 U.S. $ in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Listing Price per Square Feet in Boston-Cambridge-Newton, MA-NH (CBSA) reached a record high of 505.00000 in April of 2025 and a record low of 242.00000 in August of 2016. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Listing Price per Square Feet in Boston-Cambridge-Newton, MA-NH (CBSA) - last updated from the United States Federal Reserve on December of 2025.

The median rent for one- and two-bedroom apartments in Boston, Massachusetts, amounted to about ***** U.S. dollars by the end of July 2025. Rents decreased slightly after the beginning of the coronavirus pandemic; this trend reversed in 2021, and as of July 2025, the annual rental growth stood at **** percent. Among the different states in the U.S., Massachusetts ranks as one of the most expensive rental markets.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Housing in Boston-Cambridge-Newton, MA-NH (CBSA) (CUUSA103SAH) from 1984 to 2024 about ME, Boston, NH, CT, MA, urban, consumer, CPI, housing, inflation, price index, indexes, price, and USA.

Boston-Brockton-Nashua, MA-NH-ME-CT (CMSA) - Consumer Price Index for All Urban Consumers: Housing in Boston-Cambridge-Newton, MA-NH (CBSA) was 366.84400 Index 1982-84=100 in January of 2024, according to the United States Federal Reserve. Historically, Boston-Brockton-Nashua, MA-NH-ME-CT (CMSA) - Consumer Price Index for All Urban Consumers: Housing in Boston-Cambridge-Newton, MA-NH (CBSA) reached a record high of 366.84400 in January of 2024 and a record low of 105.00000 in January of 1984. Trading Economics provides the current actual value, an historical data chart and related indicators for Boston-Brockton-Nashua, MA-NH-ME-CT (CMSA) - Consumer Price Index for All Urban Consumers: Housing in Boston-Cambridge-Newton, MA-NH (CBSA) - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Housing Inventory: Median Listing Price per Square Feet in Boston-Cambridge-Newton, MA-NH (CBSA) (MEDLISPRIPERSQUFEE14460) from Jul 2016 to Oct 2025 about Boston, NH, MA, square feet, listing, median, price, and USA.

This is the Boston Housing Dataset, copied from: https://www.kaggle.com/datasets/vikrishnan/boston-house-prices

Each record in the database describes a Boston suburb or town. The data was drawn from the Boston Standard Metropolitan Statistical Area (SMSA) in 1970. The attributes are defined as follows (taken from the UCI Machine Learning Repository1): CRIM: per capita crime rate by town

CRIM per capita crime rate by town ZN proportion of residential land zoned for lots over 25,000 sq.ft. INDUS proportion of non-retail business acres per town CHAS Charles River dummy variable (= 1 if tract bounds river; 0 otherwise) NOX nitric oxides concentration (parts per 10 million) RM average number of rooms per dwelling AGE proportion of owner-occupied units built prior to 1940 DIS weighted distances to five Boston employment centres RAD index of accessibility to radial highways TAX full-value property-tax rate per 10 000 USD PTRATIO pupil-teacher ratio by town B 1000 (Bk - 0.63)^2 where Bk is the proportion of black people by town LSTAT % lower status of the population MEDV Median value of owner-occupied homes in $1000's Missing values: None

Duplicate entries: None

This is a copy of UCI ML housing dataset. https://archive.ics.uci.edu/ml/machine-learning-databases/housing/

It has then been amended to include multiple different correlations:

Directly Derived Features - New features created by applying direct transformations to existing features. For example a scaled version of another (e.g., CRIM_dup_2 = CRIM * 2), or adding some noise to an existing feature (e.g., RM_noisy = RM + random_noise).

Linear Combinations - Combining existing features linearly. For instance, a feature that is a weighted sum of several other features (e.g., weighted_feature = 0.5 * CRIM + 0.3 * NOX + 0.2 * RM).

Polynomial Features - Creating polynomial transformations of existing features. For example, square or cube a feature (e.g., AGE_squared = AGE^2). These will have a predictable correlation with their original feature.

Interaction Terms - Generating features that are the product of two existing features. Revealing interactions between variables (e.g., TAX_RAD_interaction = TAX * RAD).

Duplicate Features with Variations: Duplicate some existing features and add small variations. For example, copy a feature and add a random small value to each entry (e.g., LSTAT_varied = LSTAT + small_random_value).

These have been done by taking the dataset in python and transforming it, for example:

``import pandas as pd import random import numpy as np

List of original column names

original_columns = ["CRIM", "ZN", "INDUS", "CHAS", "NOX", "RM", "AGE", "DIS", "RAD", "TAX", "PTRATIO", "B", "LSTAT"]

Generate features

for col_name in original_columns: # Linear Combinations other_cols = random.sample([c for c in original_columns if c != col_name], 2) df[f"{col_name}_linear_combo"] = 0.5 * df[col_name] + 0.3 * df[other_cols[0]] + 0.2 * df[other_cols[1]]

# Polynomial Features
df[f"{col_name}_squared"] = df[col_name] ** 2

# Interaction Terms
other_col = random.choice([c for c in original_columns if c != col_name])
df[f"{col_name}_{other_col}_interaction"] = df[col_name] * df[other_col]

# Duplicate Features with Variations
df[f"{col_name}_varied"] = df[col_name] + (np.random.rand(df.shape[0]) * 0.05)

Display the DataFrame

print(df) ``

Housing Inventory: Average Listing Price Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) was -0.99% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Average Listing Price Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) reached a record high of 8.65 in February of 2023 and a record low of -5.58 in June of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Average Listing Price Month-Over-Month in Boston-Cambridge-Newton, MA-NH (CBSA) - last updated from the United States Federal Reserve on December of 2025.