Quick Look on Dataframe

## Rows: 129
## Columns: 9
## $ Date_1            <chr> "2010-01", "2010-02", "2010-03", "2010-04", "2010...
## $ Total             <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
## $ Mortgage          <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
## $ New_Sales         <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
## $ Second_Hand       <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
## $ To_Foreign        <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
## $ New_House_P_Index <dbl> 35.9, 36.6, 37.4, 38.0, 38.0, 37.6, 37.3, 38.1, 3...
## $ Ist_Level         <dbl> 36.0, 36.2, 36.5, 36.9, 37.1, 37.0, 37.2, 37.3, 3...
## $ House_Unit_P      <dbl> 1414.9, 1420.1, 1427.9, 1442.7, 1449.0, 1445.4, 1...

New House Sales vs Second Hand Sales

It is possible to say that in recent months people’s preference is shifted to second hand house sales.

Total House Sales vs Mortgage Backed Sales

It might look like after 2020-06 mortgage sales are sky rocketed till the end of 2020-08. Intuitively the reason behind this peak would be the decrease in mortgage credit rates.

Total House Sales vs Unit Price

  • From 2013 to 2017 although unit price is increased, total house sales do not show a stable increase at the same time interval.
  • After 2017 destabilization of the market could be seen with an obvious fluctutation of Total House Sales Volume.