This project was built using Python libraries(Pandas - Matplotlib) .It analyzes data and visualize houses information and their prices
data from kaggle https://www.kaggle.com/datasets/mohamedaabdelgani/houses-price-in-cairo-new-2023
1- what is the most frequent city in the data?
2- What is the average house price in each city?
3- What is the average house space in each city?
4- what is the relationship between space and price?
5- In which city is there the lowest AVG price per sqm and in which city is the highest AVG price per sqm?
6- What is the percentage of houses in which the price per SQM is less than the average price per SQM in the same city?
7- What is the chepeast price per SQM house?
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Madinaty is the most frequent city in the data
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the top five cities in terms of mean home prices are (Zamalek, Maadi, New Cairo-EL Tagamoa, Mokattam, Heliopolis)
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the top five cities in terms of mean home spaces are (Maadi, Zahraa Al Maadi, Heliopolis, Obour City, Zamalek)
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the more the space increases the price
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the lowest price per SQM in the Marg, while the highest price per SQM in Madinaty