Iowa-House-Prices-

Data fields Here's a brief version of what you'll find in the data description file

1. SalePrice - the property's sale price in dollars. This is the target variable that you're trying to predict.
   
2. MSSubClass: The building class
   
3. MSZoning: The general zoning classification
4. LotFrontage: Linear feet of street connected to property
5. LotArea: Lot size in square feet
6. Street: Type of road access
7. Alley: Type of alley access
8. LotShape: General shape of property
9. LandContour: Flatness of the property
10. Utilities: Type of utilities available
11. LotConfig: Lot configuration 12.LandSlope: Slope of property
12. Neighborhood: Physical locations within Ames city limits
13. Condition1: Proximity to main road or railroad
14. Condition2: Proximity to main road or railroad (if a second is present)
15. BldgType: Type of dwelling
16. HouseStyle: Style of dwelling
17. OverallQual: Overall material and finish quality
18. OverallCond: Overall condition rating
19. YearBuilt: Original construction date
20. YearRemodAdd: Remodel date
21. RoofStyle: Type of roof
22. RoofMatl: Roof material
23. Exterior1st: Exterior covering on house
24. Exterior2nd: Exterior covering on house (if more than one material)
25. MasVnrType: Masonry veneer type
26. MasVnrArea: Masonry veneer area in square feet
27. ExterQual: Exterior material quality
28. ExterCond: Present condition of the material on the exterior
29. Foundation: Type of foundation
30. BsmtQual: Height of the basement
31. BsmtCond: General condition of the basement
32. BsmtExposure: Walkout or garden level basement walls
33. BsmtFinType1: Quality of basement finished area
34. BsmtFinSF1: Type 1 finished square feet
35. BsmtFinType2: Quality of second finished area (if present)
36. BsmtFinSF2: Type 2 finished square feet
37. BsmtUnfSF: Unfinished square feet of basement area
38. TotalBsmtSF: Total square feet of basement area
39. Heating: Type of heating
40. HeatingQC: Heating quality and condition
41. CentralAir: Central air conditioning
42. Electrical: Electrical system
43. 1stFlrSF: First Floor square feet
44. 2ndFlrSF: Second floor square feet
45. LowQualFinSF: Low quality finished square feet (all floors)
46. GrLivArea: Above grade (ground) living area square feet
47. BsmtFullBath: Basement full bathrooms
48. BsmtHalfBath: Basement half bathrooms
49. FullBath: Full bathrooms above grade
50. HalfBath: Half baths above grade
51. Bedroom: Number of bedrooms above basement level
52. Kitchen: Number of kitchens
53. KitchenQual: Kitchen quality
54. TotRmsAbvGrd: Total rooms above grade (does not include bathrooms)
55. Functional: Home functionality rating
56. Fireplaces: Number of fireplaces
57. FireplaceQu: Fireplace quality
58. GarageType: Garage location
59. GarageYrBlt: Year garage was built
60. GarageFinish: Interior finish of the garage
61. GarageCars: Size of garage in car capacity
62. GarageArea: Size of garage in square feet
63. GarageQual: Garage quality
64. GarageCond: Garage condition
65. PavedDrive: Paved driveway
66. WoodDeckSF: Wood deck area in square feet
67. OpenPorchSF: Open porch area in square feet
68. EnclosedPorch: Enclosed porch area in square feet
69. 3SsnPorch: Three season porch area in square feet
70. ScreenPorch: Screen porch area in square feet
71. PoolArea: Pool area in square feet
72. PoolQC: Pool quality
73. Fence: Fence quality
74. MiscFeature: Miscellaneous feature not covered in other categories
75. MiscVal: $Value of miscellaneous feature
76. MoSold: Month Sold
77. YrSold: Year Sold
78. SaleType: Type of sale
79. SaleCondition: Condition of sale