- Have the numbers of Covid 19 cases in the most popular Local Government Area changed their popularity for homeowners?
- Hypothesis: High Covid 19 cases in the most popular Local Government Area will reduce their popularity
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What are the three most popular Local Government Areas in Victoria before March 2020?
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What are the factors that contribute to this popularity?
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How has the popularity of the top 3 LGAs in Victoria changed after March 2020?
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Does the number of Covid 19 cases from March to June 2020 in each LGA contribute to its popularity?
Real Estate data Kaggle
Covid 19 Data DHHS Website
School data & Hospital data Victorian Government Data Directory
- https://discover.data.vic.gov.au/dataset/school-locations-time-series
- https://discover.data.vic.gov.au/dataset/hospital-locations-spatial
- The top 3 LGAs are: Stonnington (1), Bayside (2), Monash (3)
- Hospitals : 8% of the house price can be explained by the number of hospitals
- Schools : The more schools there are, the higher the total number of sales is in a Local Government area.
- Stonnington : 23% (Most Covid cases in April, second most in May until mid June)
- Bayside : + 3.6% (Next to Stonnington, with an average number of Covid cases)
- Monash : 9.9% (Top 5 Covid cases in early April, top 15 Covid cases until mid June)
- property_pre_covid_analysis.ipynb: analysis of change in house price per LGA before Feb 2020
- property_during_covid_analysis.ipynb: analysis of number of properties sold per LGA after Feb to July 2020
- hospitals_analysis.ipynb: analysis of house price vs hospital count per LGA
- schools_analysis.ipynb: analysis of house price vs schools count per LGA