Machine Learning Property Pricing

Öffentliche Anschlagtafel

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  raviudal

  • 5 Jahre zuvor

  Hi i want to know that if you want two different classifers or you want to predict assessor(TOTALVALUE) or sales price(Gross_Sale_Price) or assessor depends on sales and you want to predict assessor?

  • 5 Jahre zuvor
  1. 
     Wettbewerbs-Inhaber

     • 5 Jahre zuvor

     thank you for asking, I am asking for two different models. one to predict total_value and the other to predict gross sale price. I believe both will be dependent on the assessor features as well as similar and recent sales.

     • 5 Jahre zuvor
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  swetaroy06

  • 5 Jahre zuvor

  Can you provide some data dictionary? Since the data is in json format and cannot be imported/seen directly, it is very inconvenient to carry out an analysis.

  • 5 Jahre zuvor
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  JGuymont

  • 5 Jahre zuvor

  OK, I saw in the previous comments that we should use the feature APN to map assessment data to sales data, but I don't see the APN feature in the sales data. Could it be named differently?

  • 5 Jahre zuvor
  1. 
     Wettbewerbs-Inhaber

     • 5 Jahre zuvor

     yes it is named PIN_TEXT. I hope you will submit an entry, you sound right on track to provide exactly what I'm looking for.

     • 5 Jahre zuvor
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  JGuymont

  • 5 Jahre zuvor

  I have a model that predicts TOTALVALUE with some of the assessment features (BELOWGROUNDAREA, ABOVEGROUNDAREA, TOTAL_UNITS, ZIPCODE, PROPERTY_TYPE, ...). Now if I understand correctly, you would like to predict the sale price using all the features including the predicted TOTALVALUE.
  
  My question is how can we map the features in the assessor.json with features in sales.json?

  • 5 Jahre zuvor
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  JGuymont

  • 5 Jahre zuvor

  Are we allowed to use the BUILDINGVALUE as a feature to predict TOTALVALUE in the Assessment Data?

  • 5 Jahre zuvor
  1. 
     Wettbewerbs-Inhaber

     • 5 Jahre zuvor

     Ha, thanks for asking that. No, that will not provide what I'm looking for.

     • 5 Jahre zuvor
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  nymengr

  • 5 Jahre zuvor

  do u have any csv file of the data instead of lots of jason files?

  • 5 Jahre zuvor
  1. 
     Wettbewerbs-Inhaber

     • 5 Jahre zuvor

     I don't at this time, I will post on here if I can make one in time before the contest ends

     • 5 Jahre zuvor
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  tarunacharya

  • 5 Jahre zuvor

  Could you mention the attributes which you exactly want to be predicted? In both sales and assessors.

  • 5 Jahre zuvor
  1. 
     Wettbewerbs-Inhaber

     • 5 Jahre zuvor

     Sure, in the Assessment Data I would like to predict the 'TOTALVALUE' attribute. The sales data is related to the Assessment Data by the 'APN' attribute, and I would like to predict the 'Gross_Sale_Price' in the sales data. Does that help clarify?

     • 5 Jahre zuvor
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  Wettbewerbs-Inhaber

  • 5 Jahre zuvor

  I've updated the link so that you can download the data through a zip file

  • 5 Jahre zuvor
  1. 

     edgarguzmnblanco

     • 5 Jahre zuvor

     Great! I I could access to the data.

     • 5 Jahre zuvor
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  edgarguzmnblanco

  • 5 Jahre zuvor

  I can't access the data without an AWS account.

  • 5 Jahre zuvor
  1. 
     Wettbewerbs-Inhaber

     • 5 Jahre zuvor

     what would be your preferred way to receive the data?

     • 5 Jahre zuvor

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