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.ipynb_checkpoints
Capstone Project - The Battle of Neighborhoods PRESENTATION.pdf
Capstone Project - The Battle of Neighborhoods PRESENTATION.pptx
Capstone project
Capstone project_ Locating cheap and safe housing .ipynb
Capstone_report.odt
Chinatown_crimes.png
Clustering assignment copy 1.ipynb
Clustering assignment copy 2.ipynb
Clustering assignment.ipynb
Coursera YJ4NACQMZ2L3.pdf
Coursera.PNG
CrimeRateDistricts.png
Crime_Data.csv
CrimesMonthly.png
CrimesMonthlyNormalized.png
CrimesMonthlyNormalized3years.png
FlatsWithOverallScores.csv
FlatsWithOverallScoresShort.csv
FlatsWithScores.csv
Professional+Certificate+-+Data+Science+-+Final+Draft+-+Blue+Text.png
README.md
RentDistricts.png
RentalPricesDistricts.png
SeattleAirbnbCalendar.csv
SeattleAirbnbListings.csv
SeattleAirbnbListingsDistricts.csv
SeattleAirbnbReviews.csv
SeattleCrimePrepared.csv
SeattleDistricts.csv
SeattleParks.csv
SeattlePopulationPricesByDistrict.csv
capstone report v1.1.pdf
capstone report v1.2.docx
capstone report v1.2.pdf
capstone report v1.pdf
capstone report.docx
capstone_notebook.ipynb
crimeRateDistrictsFull.png
crime_rate_districts.png
crime_vs_rent.png
crime_vs_rent_scores.png
crimes_by_hour_day.png
desired_hex.png
georgetown_crimes.png
m_core.rar
m_lib.rar
m_main.rar
machine learning project.ipynb
map_apartments.png
mean_rent_barchart.png
mean_rent_districts.png
pioneer_square_crimes.png
proximity_score_vs_price.png
proximity_vs_crime.png
rentalPricesHistogram.png
rental_prices_histogram.png
rolling_crime_for_districts.png
rollingcrimeshistogram.png

README.md

IBM Data Science Professional capstone project

About the course

In the final course of IBM Data Science Professional Certificate hosted on Coursera platform, a data science project allows learners to be as creative as they want and come up with an idea to leverage the location data available via FourSquare API to compare neighborhoods of a city of choice, come up with a problem which can be solved using that data.

Main Jupyter notebook for the project is located here: https://github.com/YuryChebiryak/data_science_capstone_project/blob/master/Capstone%20project_%20Locating%20cheap%20and%20safe%20housing%20.ipynb

My report you can find on my LinkedIn page and in my blog.

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