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Air Quality API
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Detail Property
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Direction API
Inspiration
With the advancement of science, the industrial sector is increasingly required to improve, but each of these processes has a negative impact on the health of the earth. Imagine if this were done in every corner of the earth or carried out continuously for years. There would undoubtedly be significant climate changes, especially if the ice in the Arctic melts, which would threaten coastal settlements and lead to other disasters. I aim to create a list of property sellers where buyers not only learn about the property details but also understand the air quality there, enabling them to occupy it safely. This includes recommendations for products that support Earth's health, such as solar panels, energy-efficient lights, humidifiers, energy-efficient vehicles, and others.
What it does
Provide a list of properties with property details and prices, ranging from historical home prices to property tax rates. What’s special is the air quality data for buyers concerned about their health (I want to create a heatmap around the marker but it’s not yet completed). By adding artificial intelligence (API) to the system, I want it to analyze and provide recommendations or products that can help improve their health or the health of the planet. (I will work on this outside of the hackathon project as a personal achievement).
How we built it
First, we look for a website that has property listings that provide latitude and longitude data to determine points on the map. Then, we scrape the data and enter it into the system as a product list reference (this is used for learning purposes). Next, we retrieve air quality data and send a prompt to Gemini to provide examples of recommended products and display them to buyers as affiliates or B2B.
Challenges we ran into
Search for property sales websites that provide public latitude and longitude data, then scrape the data. If the data is integrated with anti-bot measures, extra effort will be required to obtain the data we need.
Accomplishments that we're proud of
provide a list of properties where we can find out the air quality for each property
What we learned
I understand the significant issue of greenhouse gases. From a technical perspective, I have studied various methods of scraping websites that have anti-bot measures in place (I use scrapy).
What's next for Property Leads with GreenHouse Gas Monitoring
provide a list of recommended products for that environment or for the health of the residents of the house, the products can be affiliate or B2B products
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