Housing Index in Italy increased to 116.40 points in the second quarter of 2025 from 113.30 points in the first quarter of 2025. This dataset provides - Italy House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

DESCRIPTION

Here you can find data on house rents announcements in Italy, scraped with Beautifull Soup on Immobiliare.com The italy_housing_price_rent_clean.csv presents an already-cleaned dataset, that you can you for data analysis and price prediction. The italy_housing_price_rent_raw.csv presents the raw data, as scraped with Beautiful Soup.

Updated data in my Github Repository (in the *dataframe *folder):

👉 REPOSITORY LINK

Geographic data were downloaded here:

👉 GEO LINK

**NOTEBOOKS IN CONSTRUCTION ** - The first notebook (cleaning) shows how I got from the raw the cleaned data. - The second notebook (eda) does some basic exploratory analysis. - The third notebook (prediction) uses sci-kit learn pipelines to predict house prices.

Home Ownership Rate in Italy increased to 75.90 percent in 2024 from 75.20 percent in 2023. This dataset provides the latest reported value for - Italy Home Ownership Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

About this dataset

Context

The dataset presents the median household income across different racial categories in Italy town. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. The dataset can be utilized to gain insights into economic disparities and trends and explore the variations in median houshold income for diverse racial categories.

Key observations

Based on our analysis of the distribution of Italy town population by race & ethnicity, the population is predominantly White. This particular racial category constitutes the majority, accounting for 96.36% of the total residents in Italy town. Notably, the median household income for White households is $58,125. Interestingly, despite the White population being the most populous, it is worth noting that Two or More Races households actually reports the highest median household income, with a median income of $78,750. This reveals that, while Whites may be the most numerous in Italy town, Two or More Races households experience greater economic prosperity in terms of median household income.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Racial categories include:

• White
• Black or African American
• American Indian and Alaska Native
• Asian
• Native Hawaiian and Other Pacific Islander
• Some other race
• Two or more races (multiracial)

Variables / Data Columns

• Race of the head of household: This column presents the self-identified race of the household head, encompassing all relevant racial categories (excluding ethnicity) applicable in Italy town.
• Median household income: Median household income, adjusting for inflation, presented in 2023-inflation-adjusted dollars

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Italy town median household income by race. You can refer the same here

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Techsalerator’s Location Sentiment Data for Italy

Techsalerator’s Location Sentiment Data for Italy provides a deep and structured analysis of public sentiment across various regions, cities, and locations. This dataset is essential for businesses, policymakers, researchers, and marketing professionals aiming to understand how people feel about different locations in Italy.

Top 5 Key Data Fields

• Geographic Location – Covers cities, regions, and landmarks across Italy, mapping sentiment to specific places.
• Sentiment Score – Categorizes public sentiment as positive, neutral, or negative, helping businesses gauge public opinion.
• Source of Sentiment – Collects data from social media, online reviews, news articles, and forums to provide comprehensive insights.
• Time-Based Sentiment Trends – Tracks sentiment changes over time to identify seasonal or event-driven variations.
• Category-Specific Sentiment – Segments data by industries such as tourism, retail, real estate, and hospitality for targeted analysis.

Top 5 Location Sentiment Trends in Italy

• Tourism Hotspots Sentiment – Sentiment around major attractions like the Colosseum and Venice shifts based on tourist seasons and service quality.
• Real Estate Perceptions – Public opinion on neighborhoods and housing markets impacts investment and pricing trends.
• Retail & Shopping Experience – Sentiment data on shopping districts like Milan’s fashion streets reveals customer satisfaction and trends.
• Transportation & Infrastructure – Public reactions to metro systems, highways, and public transport influence policy and improvements.
• Cultural & Event Sentiment – Sentiment data on festivals, concerts, and sports events highlights public engagement and economic impact.

Top 5 Applications of Location Sentiment Data in Italy

• Market Research & Business Expansion – Companies use sentiment data to determine optimal locations for stores, hotels, and offices.
• Urban Planning & Development – Government agencies leverage sentiment insights to improve city planning and public services.
• Tourism & Hospitality Strategy – Hotels, restaurants, and travel agencies adjust their services based on visitor sentiment.
• Real Estate Investment – Investors analyze public perception of neighborhoods to guide purchasing and development decisions.
• Event Planning & Management – Organizers use sentiment trends to enhance event experiences and engagement.

Accessing Techsalerator’s Location Sentiment Data

To obtain Techsalerator’s Location Sentiment Data for Italy, contact info@techsalerator.com with your specific requirements. Techsalerator provides customized datasets based on requested fields, with delivery available within 24 hours. Ongoing access options can also be discussed.

Included Data Fields

• Geographic Location
• Sentiment Score (Positive, Neutral, Negative)
• Source of Sentiment (Social Media, Reviews, News, etc.)
• Time-Based Sentiment Trends
• Category-Specific Sentiment (Tourism, Real Estate, Retail, etc.)
• Public Opinion on Local Services
• Consumer & Visitor Feedback
• Influencer & Media Impact
• Competitor Sentiment Benchmarking
• Contact Information

For in-depth insights into public sentiment across Italy’s locations, Techsalerator’s dataset is an invaluable resource for businesses, researchers, and urban planners.

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