Overview
Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 1460 |
| Missing cells | 7829 |
| Missing cells (%) | 6.6% |
| Total size in memory | 924.0 KiB |
| Average record size in memory | 648.1 B |
Variable types
| Numeric | 38 |
|---|---|
| Text | 43 |
LotFrontage has 259 (17.7%) missing values | Missing |
Alley has 1369 (93.8%) missing values | Missing |
MasVnrType has 872 (59.7%) missing values | Missing |
BsmtQual has 37 (2.5%) missing values | Missing |
BsmtCond has 37 (2.5%) missing values | Missing |
BsmtExposure has 38 (2.6%) missing values | Missing |
BsmtFinType1 has 37 (2.5%) missing values | Missing |
BsmtFinType2 has 38 (2.6%) missing values | Missing |
FireplaceQu has 690 (47.3%) missing values | Missing |
GarageType has 81 (5.5%) missing values | Missing |
GarageYrBlt has 81 (5.5%) missing values | Missing |
GarageFinish has 81 (5.5%) missing values | Missing |
GarageQual has 81 (5.5%) missing values | Missing |
GarageCond has 81 (5.5%) missing values | Missing |
PoolQC has 1453 (99.5%) missing values | Missing |
Fence has 1179 (80.8%) missing values | Missing |
MiscFeature has 1406 (96.3%) missing values | Missing |
MiscVal is highly skewed (γ1 = 24.47679419) | Skewed |
Id has unique values | Unique |
MasVnrArea has 861 (59.0%) zeros | Zeros |
BsmtFinSF1 has 467 (32.0%) zeros | Zeros |
BsmtFinSF2 has 1293 (88.6%) zeros | Zeros |
BsmtUnfSF has 118 (8.1%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
2ndFlrSF has 829 (56.8%) zeros | Zeros |
LowQualFinSF has 1434 (98.2%) zeros | Zeros |
BsmtFullBath has 856 (58.6%) zeros | Zeros |
BsmtHalfBath has 1378 (94.4%) zeros | Zeros |
HalfBath has 913 (62.5%) zeros | Zeros |
Fireplaces has 690 (47.3%) zeros | Zeros |
GarageCars has 81 (5.5%) zeros | Zeros |
GarageArea has 81 (5.5%) zeros | Zeros |
WoodDeckSF has 761 (52.1%) zeros | Zeros |
OpenPorchSF has 656 (44.9%) zeros | Zeros |
EnclosedPorch has 1252 (85.8%) zeros | Zeros |
3SsnPorch has 1436 (98.4%) zeros | Zeros |
ScreenPorch has 1344 (92.1%) zeros | Zeros |
PoolArea has 1453 (99.5%) zeros | Zeros |
MiscVal has 1408 (96.4%) zeros | Zeros |
Reproduction
| Analysis started | 2026-03-12 11:27:33.843934 |
|---|---|
| Analysis finished | 2026-03-12 11:27:34.048898 |
| Duration | 0.2 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Id
Real number (ℝ)
Unique
| Distinct | 1460 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 730.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 73.95 |
| Q1 | 365.75 |
| median | 730.5 |
| Q3 | 1095.25 |
| 95-th percentile | 1387.05 |
| Maximum | 1460 |
| Range | 1459 |
| Interquartile range (IQR) | 729.5 |
Descriptive statistics
| Standard deviation | 421.6100094 |
|---|---|
| Coefficient of variation (CV) | 0.577152648 |
| Kurtosis | -1.2 |
| Mean | 730.5 |
| Median Absolute Deviation (MAD) | 365 |
| Skewness | 0 |
| Sum | 1066530 |
| Variance | 177755 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 982 | 1 | 0.1% |
| 980 | 1 | 0.1% |
| 979 | 1 | 0.1% |
| 978 | 1 | 0.1% |
| 977 | 1 | 0.1% |
| 976 | 1 | 0.1% |
| 975 | 1 | 0.1% |
| 974 | 1 | 0.1% |
| 973 | 1 | 0.1% |
| Other values (1450) | 1450 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 |
| Value | Count | Frequency (%) |
| 1460 | 1 | |
| 1459 | 1 | |
| 1458 | 1 | |
| 1457 | 1 | |
| 1456 | 1 |
MSSubClass
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.89726027 |
| Minimum | 20 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 20 |
| median | 50 |
| Q3 | 70 |
| 95-th percentile | 160 |
| Maximum | 190 |
| Range | 170 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 42.30057099 |
|---|---|
| Coefficient of variation (CV) | 0.7434553226 |
| Kurtosis | 1.580187965 |
| Mean | 56.89726027 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 1.407656747 |
| Sum | 83070 |
| Variance | 1789.338306 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 20 | 536 | |
| 60 | 299 | |
| 50 | 144 | 9.9% |
| 120 | 87 | 6.0% |
| 30 | 69 | 4.7% |
| 160 | 63 | 4.3% |
| 70 | 60 | 4.1% |
| 80 | 58 | 4.0% |
| 90 | 52 | 3.6% |
| 190 | 30 | 2.1% |
| Other values (5) | 62 | 4.2% |
| Value | Count | Frequency (%) |
| 20 | 536 | |
| 30 | 69 | 4.7% |
| 40 | 4 | 0.3% |
| 45 | 12 | 0.8% |
| 50 | 144 | 9.9% |
| Value | Count | Frequency (%) |
| 190 | 30 | 2.1% |
| 180 | 10 | 0.7% |
| 160 | 63 | |
| 120 | 87 | |
| 90 | 52 |
MSZoning
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.034246575 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RL |
|---|---|
| 2nd row | RL |
| 3rd row | RL |
| 4th row | RL |
| 5th row | RL |
| Value | Count | Frequency (%) |
| rl | 1151 | |
| rm | 218 | 14.8% |
| fv | 65 | 4.4% |
| rh | 16 | 1.1% |
| c | 10 | 0.7% |
| all | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1385 | |
| L | 1151 | |
| M | 218 | 7.3% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2970 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 1385 | |
| L | 1151 | |
| M | 218 | 7.3% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2970 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 1385 | |
| L | 1151 | |
| M | 218 | 7.3% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2970 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 1385 | |
| L | 1151 | |
| M | 218 | 7.3% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
LotFrontage
Real number (ℝ)
Missing
| Distinct | 110 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 259 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.04995837 |
| Minimum | 21 |
|---|---|
| Maximum | 313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 59 |
| median | 69 |
| Q3 | 80 |
| 95-th percentile | 107 |
| Maximum | 313 |
| Range | 292 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 24.28475177 |
|---|---|
| Coefficient of variation (CV) | 0.3466776047 |
| Kurtosis | 17.45286726 |
| Mean | 70.04995837 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 2.163569142 |
| Sum | 84130 |
| Variance | 589.7491687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 143 | 9.8% |
| 70 | 70 | 4.8% |
| 80 | 69 | 4.7% |
| 50 | 57 | 3.9% |
| 75 | 53 | 3.6% |
| 65 | 44 | 3.0% |
| 85 | 40 | 2.7% |
| 78 | 25 | 1.7% |
| 90 | 23 | 1.6% |
| 21 | 23 | 1.6% |
| Other values (100) | 654 | |
| (Missing) | 259 | 17.7% |
| Value | Count | Frequency (%) |
| 21 | 23 | |
| 24 | 19 | |
| 30 | 6 | 0.4% |
| 32 | 5 | 0.3% |
| 33 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 313 | 2 | |
| 182 | 1 | |
| 174 | 2 | |
| 168 | 1 | |
| 160 | 1 |
LotArea
Real number (ℝ)
| Distinct | 1073 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10516.82808 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3311.7 |
| Q1 | 7553.5 |
| median | 9478.5 |
| Q3 | 11601.5 |
| 95-th percentile | 17401.15 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4048 |
Descriptive statistics
| Standard deviation | 9981.264932 |
|---|---|
| Coefficient of variation (CV) | 0.949075601 |
| Kurtosis | 203.243271 |
| Mean | 10516.82808 |
| Median Absolute Deviation (MAD) | 1998 |
| Skewness | 12.20768785 |
| Sum | 15354569 |
| Variance | 99625649.65 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7200 | 25 | 1.7% |
| 9600 | 24 | 1.6% |
| 6000 | 17 | 1.2% |
| 9000 | 14 | 1.0% |
| 8400 | 14 | 1.0% |
| 10800 | 14 | 1.0% |
| 1680 | 10 | 0.7% |
| 7500 | 9 | 0.6% |
| 9100 | 8 | 0.5% |
| 8125 | 8 | 0.5% |
| Other values (1063) | 1317 |
| Value | Count | Frequency (%) |
| 1300 | 1 | |
| 1477 | 1 | |
| 1491 | 1 | |
| 1526 | 1 | |
| 1533 | 2 |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 |
Street
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pave |
|---|---|
| 2nd row | Pave |
| 3rd row | Pave |
| 4th row | Pave |
| 5th row | Pave |
| Value | Count | Frequency (%) |
| pave | 1454 | |
| grvl | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 1460 | |
| P | 1454 | |
| a | 1454 | |
| e | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5840 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| v | 1460 | |
| P | 1454 | |
| a | 1454 | |
| e | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5840 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| v | 1460 | |
| P | 1454 | |
| a | 1454 | |
| e | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5840 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| v | 1460 | |
| P | 1454 | |
| a | 1454 | |
| e | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Alley
Text
Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1369 |
| Missing (%) | 93.8% |
| Memory size | 11.5 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Grvl |
|---|---|
| 2nd row | Pave |
| 3rd row | Pave |
| 4th row | Grvl |
| 5th row | Pave |
| Value | Count | Frequency (%) |
| grvl | 50 | |
| pave | 41 |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 91 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 41 | |
| a | 41 | |
| e | 41 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 364 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| v | 91 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 41 | |
| a | 41 | |
| e | 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 364 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| v | 91 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 41 | |
| a | 41 | |
| e | 41 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 364 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| v | 91 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 41 | |
| a | 41 | |
| e | 41 |
LotShape
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Reg |
|---|---|
| 2nd row | Reg |
| 3rd row | IR1 |
| 4th row | IR1 |
| 5th row | IR1 |
| Value | Count | Frequency (%) |
| reg | 925 | |
| ir1 | 484 | |
| ir2 | 41 | 2.8% |
| ir3 | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1460 | |
| e | 925 | |
| g | 925 | |
| I | 535 | 12.2% |
| 1 | 484 | 11.1% |
| 2 | 41 | 0.9% |
| 3 | 10 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 1460 | |
| e | 925 | |
| g | 925 | |
| I | 535 | 12.2% |
| 1 | 484 | 11.1% |
| 2 | 41 | 0.9% |
| 3 | 10 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 1460 | |
| e | 925 | |
| g | 925 | |
| I | 535 | 12.2% |
| 1 | 484 | 11.1% |
| 2 | 41 | 0.9% |
| 3 | 10 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 1460 | |
| e | 925 | |
| g | 925 | |
| I | 535 | 12.2% |
| 1 | 484 | 11.1% |
| 2 | 41 | 0.9% |
| 3 | 10 | 0.2% |
LandContour
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lvl |
|---|---|
| 2nd row | Lvl |
| 3rd row | Lvl |
| 4th row | Lvl |
| 5th row | Lvl |
| Value | Count | Frequency (%) |
| lvl | 1311 | |
| bnk | 63 | 4.3% |
| hls | 50 | 3.4% |
| low | 36 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 1397 | |
| v | 1311 | |
| l | 1311 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 1397 | |
| v | 1311 | |
| l | 1311 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 1397 | |
| v | 1311 | |
| l | 1311 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 1397 | |
| v | 1311 | |
| l | 1311 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Utilities
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | AllPub |
|---|---|
| 2nd row | AllPub |
| 3rd row | AllPub |
| 4th row | AllPub |
| 5th row | AllPub |
| Value | Count | Frequency (%) |
| allpub | 1459 | |
| nosewa | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 2918 | |
| A | 1459 | |
| P | 1459 | |
| u | 1459 | |
| b | 1459 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8760 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 2918 | |
| A | 1459 | |
| P | 1459 | |
| u | 1459 | |
| b | 1459 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8760 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 2918 | |
| A | 1459 | |
| P | 1459 | |
| u | 1459 | |
| b | 1459 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8760 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 2918 | |
| A | 1459 | |
| P | 1459 | |
| u | 1459 | |
| b | 1459 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
LotConfig
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.959589041 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inside |
|---|---|
| 2nd row | FR2 |
| 3rd row | Inside |
| 4th row | Corner |
| 5th row | FR2 |
| Value | Count | Frequency (%) |
| inside | 1052 | |
| corner | 263 | 18.0% |
| culdsac | 94 | 6.4% |
| fr2 | 47 | 3.2% |
| fr3 | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1315 | |
| n | 1315 | |
| I | 1052 | |
| s | 1052 | |
| i | 1052 | |
| d | 1052 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (9) | 623 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8701 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1315 | |
| n | 1315 | |
| I | 1052 | |
| s | 1052 | |
| i | 1052 | |
| d | 1052 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (9) | 623 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8701 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1315 | |
| n | 1315 | |
| I | 1052 | |
| s | 1052 | |
| i | 1052 | |
| d | 1052 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (9) | 623 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8701 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1315 | |
| n | 1315 | |
| I | 1052 | |
| s | 1052 | |
| i | 1052 | |
| d | 1052 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (9) | 623 |
LandSlope
Text
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gtl |
|---|---|
| 2nd row | Gtl |
| 3rd row | Gtl |
| 4th row | Gtl |
| 5th row | Gtl |
| Value | Count | Frequency (%) |
| gtl | 1382 | |
| mod | 65 | 4.5% |
| sev | 13 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 1382 | |
| t | 1382 | |
| l | 1382 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 1382 | |
| t | 1382 | |
| l | 1382 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 1382 | |
| t | 1382 | |
| l | 1382 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4380 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 1382 | |
| t | 1382 | |
| l | 1382 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Neighborhood
Text
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.494520548 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CollgCr |
|---|---|
| 2nd row | Veenker |
| 3rd row | CollgCr |
| 4th row | Crawfor |
| 5th row | NoRidge |
| Value | Count | Frequency (%) |
| names | 225 | |
| collgcr | 150 | 10.3% |
| oldtown | 113 | 7.7% |
| edwards | 100 | 6.8% |
| somerst | 86 | 5.9% |
| gilbert | 79 | 5.4% |
| nridght | 77 | 5.3% |
| sawyer | 74 | 5.1% |
| nwames | 73 | 5.0% |
| sawyerw | 59 | 4.0% |
| Other values (15) | 424 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 931 | 9.8% |
| e | 905 | 9.5% |
| l | 622 | 6.6% |
| d | 506 | 5.3% |
| s | 486 | 5.1% |
| o | 483 | 5.1% |
| m | 439 | 4.6% |
| N | 425 | 4.5% |
| w | 414 | 4.4% |
| C | 407 | 4.3% |
| Other values (28) | 3864 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9482 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 931 | 9.8% |
| e | 905 | 9.5% |
| l | 622 | 6.6% |
| d | 506 | 5.3% |
| s | 486 | 5.1% |
| o | 483 | 5.1% |
| m | 439 | 4.6% |
| N | 425 | 4.5% |
| w | 414 | 4.4% |
| C | 407 | 4.3% |
| Other values (28) | 3864 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9482 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 931 | 9.8% |
| e | 905 | 9.5% |
| l | 622 | 6.6% |
| d | 506 | 5.3% |
| s | 486 | 5.1% |
| o | 483 | 5.1% |
| m | 439 | 4.6% |
| N | 425 | 4.5% |
| w | 414 | 4.4% |
| C | 407 | 4.3% |
| Other values (28) | 3864 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9482 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 931 | 9.8% |
| e | 905 | 9.5% |
| l | 622 | 6.6% |
| d | 506 | 5.3% |
| s | 486 | 5.1% |
| o | 483 | 5.1% |
| m | 439 | 4.6% |
| N | 425 | 4.5% |
| w | 414 | 4.4% |
| C | 407 | 4.3% |
| Other values (28) | 3864 |
Condition1
Text
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.121232877 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Feedr |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
| Value | Count | Frequency (%) |
| norm | 1260 | |
| feedr | 81 | 5.5% |
| artery | 48 | 3.3% |
| rran | 26 | 1.8% |
| posn | 19 | 1.3% |
| rrae | 11 | 0.8% |
| posa | 8 | 0.5% |
| rrnn | 5 | 0.3% |
| rrne | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1437 | |
| o | 1287 | |
| N | 1286 | |
| m | 1260 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6017 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1437 | |
| o | 1287 | |
| N | 1286 | |
| m | 1260 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6017 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1437 | |
| o | 1287 | |
| N | 1286 | |
| m | 1260 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6017 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1437 | |
| o | 1287 | |
| N | 1286 | |
| m | 1260 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Condition2
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.006849315 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Norm |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
| Value | Count | Frequency (%) |
| norm | 1445 | |
| feedr | 6 | 0.4% |
| artery | 2 | 0.1% |
| rrnn | 2 | 0.1% |
| posn | 2 | 0.1% |
| posa | 1 | 0.1% |
| rran | 1 | 0.1% |
| rrae | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1455 | |
| N | 1449 | |
| o | 1448 | |
| m | 1445 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5850 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1455 | |
| N | 1449 | |
| o | 1448 | |
| m | 1445 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5850 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1455 | |
| N | 1449 | |
| o | 1448 | |
| m | 1445 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5850 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1455 | |
| N | 1449 | |
| o | 1448 | |
| m | 1445 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
BldgType
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.299315068 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1Fam |
|---|---|
| 2nd row | 1Fam |
| 3rd row | 1Fam |
| 4th row | 1Fam |
| 5th row | 1Fam |
| Value | Count | Frequency (%) |
| 1fam | 1220 | |
| twnhse | 114 | 7.8% |
| duplex | 52 | 3.6% |
| twnhs | 43 | 2.9% |
| 2fmcon | 31 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 1251 | |
| 1 | 1220 | |
| a | 1220 | |
| F | 1220 | |
| n | 188 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 436 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| m | 1251 | |
| 1 | 1220 | |
| a | 1220 | |
| F | 1220 | |
| n | 188 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 436 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| m | 1251 | |
| 1 | 1220 | |
| a | 1220 | |
| F | 1220 | |
| n | 188 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 436 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| m | 1251 | |
| 1 | 1220 | |
| a | 1220 | |
| F | 1220 | |
| n | 188 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 436 | 6.9% |
HouseStyle
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.910958904 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2Story |
|---|---|
| 2nd row | 1Story |
| 3rd row | 2Story |
| 4th row | 2Story |
| 5th row | 2Story |
| Value | Count | Frequency (%) |
| 1story | 726 | |
| 2story | 445 | |
| 1.5fin | 154 | 10.5% |
| slvl | 65 | 4.5% |
| sfoyer | 37 | 2.5% |
| 1.5unf | 14 | 1.0% |
| 2.5unf | 11 | 0.8% |
| 2.5fin | 8 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1273 | |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| 1 | 894 | |
| 2 | 464 | 5.4% |
| F | 199 | 2.3% |
| 5 | 187 | 2.2% |
| . | 187 | 2.2% |
| Other values (8) | 631 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 1273 | |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| 1 | 894 | |
| 2 | 464 | 5.4% |
| F | 199 | 2.3% |
| 5 | 187 | 2.2% |
| . | 187 | 2.2% |
| Other values (8) | 631 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 1273 | |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| 1 | 894 | |
| 2 | 464 | 5.4% |
| F | 199 | 2.3% |
| 5 | 187 | 2.2% |
| . | 187 | 2.2% |
| Other values (8) | 631 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 1273 | |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| 1 | 894 | |
| 2 | 464 | 5.4% |
| F | 199 | 2.3% |
| 5 | 187 | 2.2% |
| . | 187 | 2.2% |
| Other values (8) | 631 |
OverallQual
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.099315068 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.382996547 |
|---|---|
| Coefficient of variation (CV) | 0.2267462053 |
| Kurtosis | 0.09629277836 |
| Mean | 6.099315068 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2169439278 |
| Sum | 8905 |
| Variance | 1.912679448 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 5 | 397 | |
| 6 | 374 | |
| 7 | 319 | |
| 8 | 168 | |
| 4 | 116 | 7.9% |
| 9 | 43 | 2.9% |
| 3 | 20 | 1.4% |
| 10 | 18 | 1.2% |
| 2 | 3 | 0.2% |
| 1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.1% |
| 2 | 3 | 0.2% |
| 3 | 20 | 1.4% |
| 4 | 116 | 7.9% |
| 5 | 397 |
| Value | Count | Frequency (%) |
| 10 | 18 | 1.2% |
| 9 | 43 | 2.9% |
| 8 | 168 | |
| 7 | 319 | |
| 6 | 374 |
OverallCond
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.575342466 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.112799337 |
|---|---|
| Coefficient of variation (CV) | 0.1995930014 |
| Kurtosis | 1.106413461 |
| Mean | 5.575342466 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6930674725 |
| Sum | 8140 |
| Variance | 1.238322364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 5 | 821 | |
| 6 | 252 | 17.3% |
| 7 | 205 | 14.0% |
| 8 | 72 | 4.9% |
| 4 | 57 | 3.9% |
| 3 | 25 | 1.7% |
| 9 | 22 | 1.5% |
| 2 | 5 | 0.3% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 5 | 0.3% |
| 3 | 25 | 1.7% |
| 4 | 57 | 3.9% |
| 5 | 821 |
| Value | Count | Frequency (%) |
| 9 | 22 | 1.5% |
| 8 | 72 | 4.9% |
| 7 | 205 | 14.0% |
| 6 | 252 | 17.3% |
| 5 | 821 |
YearBuilt
Real number (ℝ)
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.267808 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| median | 1973 |
| Q3 | 2000 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 30.20290404 |
|---|---|
| Coefficient of variation (CV) | 0.01532156307 |
| Kurtosis | -0.4395519416 |
| Mean | 1971.267808 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.6134611725 |
| Sum | 2878051 |
| Variance | 912.2154126 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2006 | 67 | 4.6% |
| 2005 | 64 | 4.4% |
| 2004 | 54 | 3.7% |
| 2007 | 49 | 3.4% |
| 2003 | 45 | 3.1% |
| 1976 | 33 | 2.3% |
| 1977 | 32 | 2.2% |
| 1920 | 30 | 2.1% |
| 1959 | 26 | 1.8% |
| 1998 | 25 | 1.7% |
| Other values (102) | 1035 |
| Value | Count | Frequency (%) |
| 1872 | 1 | 0.1% |
| 1875 | 1 | 0.1% |
| 1880 | 4 | |
| 1882 | 1 | 0.1% |
| 1885 | 2 |
| Value | Count | Frequency (%) |
| 2010 | 1 | 0.1% |
| 2009 | 18 | 1.2% |
| 2008 | 23 | 1.6% |
| 2007 | 49 | |
| 2006 | 67 |
YearRemodAdd
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.865753 |
| Minimum | 1950 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1967 |
| median | 1994 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 20.64540681 |
|---|---|
| Coefficient of variation (CV) | 0.01040141217 |
| Kurtosis | -1.272245192 |
| Mean | 1984.865753 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.5035620027 |
| Sum | 2897904 |
| Variance | 426.2328223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1950 | 178 | 12.2% |
| 2006 | 97 | 6.6% |
| 2007 | 76 | 5.2% |
| 2005 | 73 | 5.0% |
| 2004 | 62 | 4.2% |
| 2000 | 55 | 3.8% |
| 2003 | 51 | 3.5% |
| 2002 | 48 | 3.3% |
| 2008 | 40 | 2.7% |
| 1996 | 36 | 2.5% |
| Other values (51) | 744 |
| Value | Count | Frequency (%) |
| 1950 | 178 | |
| 1951 | 4 | 0.3% |
| 1952 | 5 | 0.3% |
| 1953 | 10 | 0.7% |
| 1954 | 14 | 1.0% |
| Value | Count | Frequency (%) |
| 2010 | 6 | 0.4% |
| 2009 | 23 | 1.6% |
| 2008 | 40 | |
| 2007 | 76 | |
| 2006 | 97 |
RoofStyle
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.62260274 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gable |
|---|---|
| 2nd row | Gable |
| 3rd row | Gable |
| 4th row | Gable |
| 5th row | Gable |
| Value | Count | Frequency (%) |
| gable | 1141 | |
| hip | 286 | 19.6% |
| flat | 13 | 0.9% |
| gambrel | 11 | 0.8% |
| mansard | 7 | 0.5% |
| shed | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1179 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6749 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1179 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6749 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1179 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6749 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1179 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
RoofMatl
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.996575342 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | CompShg |
|---|---|
| 2nd row | CompShg |
| 3rd row | CompShg |
| 4th row | CompShg |
| 5th row | CompShg |
| Value | Count | Frequency (%) |
| compshg | 1434 | |
| tar&grv | 11 | 0.8% |
| wdshngl | 6 | 0.4% |
| wdshake | 5 | 0.3% |
| metal | 1 | 0.1% |
| membran | 1 | 0.1% |
| roll | 1 | 0.1% |
| clytile | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1445 | |
| h | 1445 | |
| g | 1440 | |
| C | 1435 | |
| m | 1435 | |
| o | 1435 | |
| p | 1434 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (15) | 93 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10215 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 1445 | |
| h | 1445 | |
| g | 1440 | |
| C | 1435 | |
| m | 1435 | |
| o | 1435 | |
| p | 1434 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (15) | 93 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10215 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 1445 | |
| h | 1445 | |
| g | 1440 | |
| C | 1435 | |
| m | 1435 | |
| o | 1435 | |
| p | 1434 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (15) | 93 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10215 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 1445 | |
| h | 1445 | |
| g | 1440 | |
| C | 1435 | |
| m | 1435 | |
| o | 1435 | |
| p | 1434 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (15) | 93 | 0.9% |
Exterior1st
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.979452055 |
| Min length | 5 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Sdng |
| 5th row | VinylSd |
| Value | Count | Frequency (%) |
| vinylsd | 515 | |
| hdboard | 222 | |
| metalsd | 220 | |
| wd | 206 | 12.4% |
| sdng | 206 | 12.4% |
| plywood | 108 | 6.5% |
| cemntbd | 61 | 3.7% |
| brkface | 50 | 3.0% |
| wdshing | 26 | 1.6% |
| stucco | 25 | 1.5% |
| Other values (6) | 27 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1786 | |
| S | 1016 | 10.0% |
| l | 844 | 8.3% |
| n | 831 | 8.2% |
| y | 623 | 6.1% |
| i | 541 | 5.3% |
| V | 515 | 5.1% |
| a | 492 | 4.8% |
| o | 468 | 4.6% |
| B | 336 | 3.3% |
| Other values (22) | 2738 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10190 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 1786 | |
| S | 1016 | 10.0% |
| l | 844 | 8.3% |
| n | 831 | 8.2% |
| y | 623 | 6.1% |
| i | 541 | 5.3% |
| V | 515 | 5.1% |
| a | 492 | 4.8% |
| o | 468 | 4.6% |
| B | 336 | 3.3% |
| Other values (22) | 2738 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10190 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 1786 | |
| S | 1016 | 10.0% |
| l | 844 | 8.3% |
| n | 831 | 8.2% |
| y | 623 | 6.1% |
| i | 541 | 5.3% |
| V | 515 | 5.1% |
| a | 492 | 4.8% |
| o | 468 | 4.6% |
| B | 336 | 3.3% |
| Other values (22) | 2738 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10190 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 1786 | |
| S | 1016 | 10.0% |
| l | 844 | 8.3% |
| n | 831 | 8.2% |
| y | 623 | 6.1% |
| i | 541 | 5.3% |
| V | 515 | 5.1% |
| a | 492 | 4.8% |
| o | 468 | 4.6% |
| B | 336 | 3.3% |
| Other values (22) | 2738 |
Exterior2nd
Text
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.973287671 |
| Min length | 5 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Shng |
| 5th row | VinylSd |
| Value | Count | Frequency (%) |
| vinylsd | 504 | |
| wd | 235 | |
| metalsd | 214 | |
| hdboard | 207 | |
| sdng | 197 | 11.6% |
| plywood | 142 | 8.3% |
| cmentbd | 60 | 3.5% |
| shng | 38 | 2.2% |
| stucco | 26 | 1.5% |
| brkface | 25 | 1.5% |
| Other values (8) | 54 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1766 | |
| S | 1017 | 10.0% |
| l | 861 | 8.5% |
| n | 834 | 8.2% |
| y | 646 | 6.3% |
| o | 523 | 5.1% |
| V | 504 | 5.0% |
| i | 504 | 5.0% |
| a | 446 | 4.4% |
| t | 316 | 3.1% |
| Other values (23) | 2764 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10181 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 1766 | |
| S | 1017 | 10.0% |
| l | 861 | 8.5% |
| n | 834 | 8.2% |
| y | 646 | 6.3% |
| o | 523 | 5.1% |
| V | 504 | 5.0% |
| i | 504 | 5.0% |
| a | 446 | 4.4% |
| t | 316 | 3.1% |
| Other values (23) | 2764 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10181 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 1766 | |
| S | 1017 | 10.0% |
| l | 861 | 8.5% |
| n | 834 | 8.2% |
| y | 646 | 6.3% |
| o | 523 | 5.1% |
| V | 504 | 5.0% |
| i | 504 | 5.0% |
| a | 446 | 4.4% |
| t | 316 | 3.1% |
| Other values (23) | 2764 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10181 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 1766 | |
| S | 1017 | 10.0% |
| l | 861 | 8.5% |
| n | 834 | 8.2% |
| y | 646 | 6.3% |
| o | 523 | 5.1% |
| V | 504 | 5.0% |
| i | 504 | 5.0% |
| a | 446 | 4.4% |
| t | 316 | 3.1% |
| Other values (23) | 2764 |
MasVnrType
Text
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 872 |
| Missing (%) | 59.7% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.539115646 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BrkFace |
|---|---|
| 2nd row | BrkFace |
| 3rd row | BrkFace |
| 4th row | Stone |
| 5th row | Stone |
| Value | Count | Frequency (%) |
| brkface | 445 | |
| stone | 128 | 21.8% |
| brkcmn | 15 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 573 | |
| B | 460 | |
| r | 460 | |
| k | 460 | |
| F | 445 | |
| a | 445 | |
| c | 445 | |
| n | 143 | 3.7% |
| S | 128 | 3.3% |
| t | 128 | 3.3% |
| Other values (3) | 158 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3845 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 573 | |
| B | 460 | |
| r | 460 | |
| k | 460 | |
| F | 445 | |
| a | 445 | |
| c | 445 | |
| n | 143 | 3.7% |
| S | 128 | 3.3% |
| t | 128 | 3.3% |
| Other values (3) | 158 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3845 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 573 | |
| B | 460 | |
| r | 460 | |
| k | 460 | |
| F | 445 | |
| a | 445 | |
| c | 445 | |
| n | 143 | 3.7% |
| S | 128 | 3.3% |
| t | 128 | 3.3% |
| Other values (3) | 158 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3845 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 573 | |
| B | 460 | |
| r | 460 | |
| k | 460 | |
| F | 445 | |
| a | 445 | |
| c | 445 | |
| n | 143 | 3.7% |
| S | 128 | 3.3% |
| t | 128 | 3.3% |
| Other values (3) | 158 | 4.1% |
MasVnrArea
Real number (ℝ)
Zeros
| Distinct | 327 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 8 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.6852617 |
| Minimum | 0 |
|---|---|
| Maximum | 1600 |
| Zeros | 861 |
| Zeros (%) | 59.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 166 |
| 95-th percentile | 456 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 166 |
Descriptive statistics
| Standard deviation | 181.0662066 |
|---|---|
| Coefficient of variation (CV) | 1.746306115 |
| Kurtosis | 10.08241732 |
| Mean | 103.6852617 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.66908421 |
| Sum | 150551 |
| Variance | 32784.97117 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 72 | 8 | 0.5% |
| 108 | 8 | 0.5% |
| 180 | 8 | 0.5% |
| 120 | 7 | 0.5% |
| 16 | 7 | 0.5% |
| 340 | 6 | 0.4% |
| 106 | 6 | 0.4% |
| 80 | 6 | 0.4% |
| 200 | 6 | 0.4% |
| Other values (317) | 529 | |
| (Missing) | 8 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 2 | 0.1% |
| 11 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 16 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1378 | 1 | |
| 1170 | 1 | |
| 1129 | 1 | |
| 1115 | 1 |
ExterQual
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 906 | |
| gd | 488 | |
| ex | 52 | 3.6% |
| fa | 14 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 906 | |
| A | 906 | |
| G | 488 | |
| d | 488 | |
| E | 52 | 1.8% |
| x | 52 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 906 | |
| A | 906 | |
| G | 488 | |
| d | 488 | |
| E | 52 | 1.8% |
| x | 52 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 906 | |
| A | 906 | |
| G | 488 | |
| d | 488 | |
| E | 52 | 1.8% |
| x | 52 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 906 | |
| A | 906 | |
| G | 488 | |
| d | 488 | |
| E | 52 | 1.8% |
| x | 52 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
ExterCond
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1282 | |
| gd | 146 | 10.0% |
| fa | 28 | 1.9% |
| ex | 3 | 0.2% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1282 | |
| A | 1282 | |
| G | 146 | 5.0% |
| d | 146 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1282 | |
| A | 1282 | |
| G | 146 | 5.0% |
| d | 146 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1282 | |
| A | 1282 | |
| G | 146 | 5.0% |
| d | 146 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1282 | |
| A | 1282 | |
| G | 146 | 5.0% |
| d | 146 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Foundation
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.515753425 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PConc |
|---|---|
| 2nd row | CBlock |
| 3rd row | PConc |
| 4th row | BrkTil |
| 5th row | PConc |
| Value | Count | Frequency (%) |
| pconc | 647 | |
| cblock | 634 | |
| brktil | 146 | 10.0% |
| slab | 24 | 1.6% |
| stone | 6 | 0.4% |
| wood | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1293 | |
| C | 1281 | |
| c | 1281 | |
| l | 804 | |
| B | 780 | |
| k | 780 | |
| n | 653 | |
| P | 647 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 242 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8053 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1293 | |
| C | 1281 | |
| c | 1281 | |
| l | 804 | |
| B | 780 | |
| k | 780 | |
| n | 653 | |
| P | 647 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 242 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8053 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1293 | |
| C | 1281 | |
| c | 1281 | |
| l | 804 | |
| B | 780 | |
| k | 780 | |
| n | 653 | |
| P | 647 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 242 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8053 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1293 | |
| C | 1281 | |
| c | 1281 | |
| l | 804 | |
| B | 780 | |
| k | 780 | |
| n | 653 | |
| P | 647 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 242 | 3.0% |
BsmtQual
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | Gd |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 649 | |
| gd | 618 | |
| ex | 121 | 8.5% |
| fa | 35 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 649 | |
| A | 649 | |
| G | 618 | |
| d | 618 | |
| E | 121 | 4.3% |
| x | 121 | 4.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2846 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 649 | |
| A | 649 | |
| G | 618 | |
| d | 618 | |
| E | 121 | 4.3% |
| x | 121 | 4.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2846 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 649 | |
| A | 649 | |
| G | 618 | |
| d | 618 | |
| E | 121 | 4.3% |
| x | 121 | 4.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2846 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 649 | |
| A | 649 | |
| G | 618 | |
| d | 618 | |
| E | 121 | 4.3% |
| x | 121 | 4.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
BsmtCond
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | Gd |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1311 | |
| gd | 65 | 4.6% |
| fa | 45 | 3.2% |
| po | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| G | 65 | 2.3% |
| d | 65 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2846 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| G | 65 | 2.3% |
| d | 65 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2846 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| G | 65 | 2.3% |
| d | 65 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2846 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| G | 65 | 2.3% |
| d | 65 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
BsmtExposure
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 38 |
| Missing (%) | 2.6% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Gd |
| 3rd row | Mn |
| 4th row | No |
| 5th row | Av |
| Value | Count | Frequency (%) |
| no | 953 | |
| av | 221 | 15.5% |
| gd | 134 | 9.4% |
| mn | 114 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 953 | |
| o | 953 | |
| A | 221 | 7.8% |
| v | 221 | 7.8% |
| G | 134 | 4.7% |
| d | 134 | 4.7% |
| M | 114 | 4.0% |
| n | 114 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2844 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 953 | |
| o | 953 | |
| A | 221 | 7.8% |
| v | 221 | 7.8% |
| G | 134 | 4.7% |
| d | 134 | 4.7% |
| M | 114 | 4.0% |
| n | 114 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2844 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 953 | |
| o | 953 | |
| A | 221 | 7.8% |
| v | 221 | 7.8% |
| G | 134 | 4.7% |
| d | 134 | 4.7% |
| M | 114 | 4.0% |
| n | 114 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2844 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 953 | |
| o | 953 | |
| A | 221 | 7.8% |
| v | 221 | 7.8% |
| G | 134 | 4.7% |
| d | 134 | 4.7% |
| M | 114 | 4.0% |
| n | 114 | 4.0% |
BsmtFinType1
Text
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GLQ |
|---|---|
| 2nd row | ALQ |
| 3rd row | GLQ |
| 4th row | ALQ |
| 5th row | GLQ |
| Value | Count | Frequency (%) |
| unf | 430 | |
| glq | 418 | |
| alq | 220 | |
| blq | 148 | 10.4% |
| rec | 133 | 9.3% |
| lwq | 74 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 860 | |
| Q | 860 | |
| U | 430 | |
| n | 430 | |
| f | 430 | |
| G | 418 | |
| A | 220 | 5.2% |
| B | 148 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4269 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 860 | |
| Q | 860 | |
| U | 430 | |
| n | 430 | |
| f | 430 | |
| G | 418 | |
| A | 220 | 5.2% |
| B | 148 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4269 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 860 | |
| Q | 860 | |
| U | 430 | |
| n | 430 | |
| f | 430 | |
| G | 418 | |
| A | 220 | 5.2% |
| B | 148 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4269 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 860 | |
| Q | 860 | |
| U | 430 | |
| n | 430 | |
| f | 430 | |
| G | 418 | |
| A | 220 | 5.2% |
| B | 148 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
BsmtFinSF1
Real number (ℝ)
Zeros
| Distinct | 637 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 443.639726 |
| Minimum | 0 |
|---|---|
| Maximum | 5644 |
| Zeros | 467 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 383.5 |
| Q3 | 712.25 |
| 95-th percentile | 1274 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range (IQR) | 712.25 |
Descriptive statistics
| Standard deviation | 456.0980908 |
|---|---|
| Coefficient of variation (CV) | 1.028082167 |
| Kurtosis | 11.11823629 |
| Mean | 443.639726 |
| Median Absolute Deviation (MAD) | 383.5 |
| Skewness | 1.685503072 |
| Sum | 647714 |
| Variance | 208025.4685 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 467 | |
| 24 | 12 | 0.8% |
| 16 | 9 | 0.6% |
| 686 | 5 | 0.3% |
| 662 | 5 | 0.3% |
| 20 | 5 | 0.3% |
| 936 | 5 | 0.3% |
| 616 | 5 | 0.3% |
| 560 | 4 | 0.3% |
| 553 | 4 | 0.3% |
| Other values (627) | 939 |
| Value | Count | Frequency (%) |
| 0 | 467 | |
| 2 | 1 | 0.1% |
| 16 | 9 | 0.6% |
| 20 | 5 | 0.3% |
| 24 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 5644 | 1 | |
| 2260 | 1 | |
| 2188 | 1 | |
| 2096 | 1 | |
| 1904 | 1 |
BsmtFinType2
Text
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 38 |
| Missing (%) | 2.6% |
| Memory size | 11.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unf |
|---|---|
| 2nd row | Unf |
| 3rd row | Unf |
| 4th row | Unf |
| 5th row | Unf |
| Value | Count | Frequency (%) |
| unf | 1256 | |
| rec | 54 | 3.8% |
| lwq | 46 | 3.2% |
| blq | 33 | 2.3% |
| alq | 19 | 1.3% |
| glq | 14 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 1256 | |
| n | 1256 | |
| f | 1256 | |
| L | 112 | 2.6% |
| Q | 112 | 2.6% |
| R | 54 | 1.3% |
| e | 54 | 1.3% |
| c | 54 | 1.3% |
| w | 46 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4266 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 1256 | |
| n | 1256 | |
| f | 1256 | |
| L | 112 | 2.6% |
| Q | 112 | 2.6% |
| R | 54 | 1.3% |
| e | 54 | 1.3% |
| c | 54 | 1.3% |
| w | 46 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4266 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 1256 | |
| n | 1256 | |
| f | 1256 | |
| L | 112 | 2.6% |
| Q | 112 | 2.6% |
| R | 54 | 1.3% |
| e | 54 | 1.3% |
| c | 54 | 1.3% |
| w | 46 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4266 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 1256 | |
| n | 1256 | |
| f | 1256 | |
| L | 112 | 2.6% |
| Q | 112 | 2.6% |
| R | 54 | 1.3% |
| e | 54 | 1.3% |
| c | 54 | 1.3% |
| w | 46 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
BsmtFinSF2
Real number (ℝ)
Zeros
| Distinct | 144 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.54931507 |
| Minimum | 0 |
|---|---|
| Maximum | 1474 |
| Zeros | 1293 |
| Zeros (%) | 88.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 396.2 |
| Maximum | 1474 |
| Range | 1474 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 161.3192728 |
|---|---|
| Coefficient of variation (CV) | 3.465556315 |
| Kurtosis | 20.11333755 |
| Mean | 46.54931507 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.255261109 |
| Sum | 67962 |
| Variance | 26023.90778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 180 | 5 | 0.3% |
| 374 | 3 | 0.2% |
| 551 | 2 | 0.1% |
| 147 | 2 | 0.1% |
| 294 | 2 | 0.1% |
| 391 | 2 | 0.1% |
| 539 | 2 | 0.1% |
| 96 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| Other values (134) | 145 | 9.9% |
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 28 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1474 | 1 | |
| 1127 | 1 | |
| 1120 | 1 | |
| 1085 | 1 | |
| 1080 | 1 |
BsmtUnfSF
Real number (ℝ)
Zeros
| Distinct | 780 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 567.240411 |
| Minimum | 0 |
|---|---|
| Maximum | 2336 |
| Zeros | 118 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 223 |
| median | 477.5 |
| Q3 | 808 |
| 95-th percentile | 1468 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 585 |
Descriptive statistics
| Standard deviation | 441.8669553 |
|---|---|
| Coefficient of variation (CV) | 0.7789765094 |
| Kurtosis | 0.4749939878 |
| Mean | 567.240411 |
| Median Absolute Deviation (MAD) | 288 |
| Skewness | 0.9202684528 |
| Sum | 828171 |
| Variance | 195246.4062 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 118 | 8.1% |
| 728 | 9 | 0.6% |
| 384 | 8 | 0.5% |
| 600 | 7 | 0.5% |
| 300 | 7 | 0.5% |
| 572 | 7 | 0.5% |
| 270 | 6 | 0.4% |
| 625 | 6 | 0.4% |
| 672 | 6 | 0.4% |
| 440 | 6 | 0.4% |
| Other values (770) | 1280 |
| Value | Count | Frequency (%) |
| 0 | 118 | |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 23 | 2 | 0.1% |
| 26 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2336 | 1 | |
| 2153 | 1 | |
| 2121 | 1 | |
| 2046 | 1 | |
| 2042 | 1 |
TotalBsmtSF
Real number (ℝ)
Zeros
| Distinct | 721 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1057.429452 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 37 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 519.3 |
| Q1 | 795.75 |
| median | 991.5 |
| Q3 | 1298.25 |
| 95-th percentile | 1753 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 502.5 |
Descriptive statistics
| Standard deviation | 438.7053245 |
|---|---|
| Coefficient of variation (CV) | 0.4148790481 |
| Kurtosis | 13.25048328 |
| Mean | 1057.429452 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.524254549 |
| Sum | 1543847 |
| Variance | 192462.3617 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 37 | 2.5% |
| 864 | 35 | 2.4% |
| 672 | 17 | 1.2% |
| 912 | 15 | 1.0% |
| 1040 | 14 | 1.0% |
| 816 | 13 | 0.9% |
| 768 | 12 | 0.8% |
| 728 | 12 | 0.8% |
| 894 | 11 | 0.8% |
| 780 | 11 | 0.8% |
| Other values (711) | 1283 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 105 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 264 | 3 | 0.2% |
| 270 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 |
Heating
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.000684932 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | GasA |
|---|---|
| 2nd row | GasA |
| 3rd row | GasA |
| 4th row | GasA |
| 5th row | GasA |
| Value | Count | Frequency (%) |
| gasa | 1428 | |
| gasw | 18 | 1.2% |
| grav | 7 | 0.5% |
| wall | 4 | 0.3% |
| othw | 2 | 0.1% |
| floor | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1457 | |
| G | 1453 | |
| s | 1446 | |
| A | 1428 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5841 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1457 | |
| G | 1453 | |
| s | 1446 | |
| A | 1428 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5841 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1457 | |
| G | 1453 | |
| s | 1446 | |
| A | 1428 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5841 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1457 | |
| G | 1453 | |
| s | 1446 | |
| A | 1428 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
HeatingQC
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Ex |
| 3rd row | Ex |
| 4th row | Gd |
| 5th row | Ex |
| Value | Count | Frequency (%) |
| ex | 741 | |
| ta | 428 | |
| gd | 241 | 16.5% |
| fa | 49 | 3.4% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 741 | |
| x | 741 | |
| T | 428 | |
| A | 428 | |
| G | 241 | 8.3% |
| d | 241 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 741 | |
| x | 741 | |
| T | 428 | |
| A | 428 | |
| G | 241 | 8.3% |
| d | 241 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 741 | |
| x | 741 | |
| T | 428 | |
| A | 428 | |
| G | 241 | 8.3% |
| d | 241 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 741 | |
| x | 741 | |
| T | 428 | |
| A | 428 | |
| G | 241 | 8.3% |
| d | 241 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
CentralAir
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
| Value | Count | Frequency (%) |
| y | 1365 | |
| n | 95 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 1365 | |
| N | 95 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 1365 | |
| N | 95 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 1365 | |
| N | 95 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 1365 | |
| N | 95 | 6.5% |
Electrical
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 11.5 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.998629198 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | SBrkr |
|---|---|
| 2nd row | SBrkr |
| 3rd row | SBrkr |
| 4th row | SBrkr |
| 5th row | SBrkr |
| Value | Count | Frequency (%) |
| sbrkr | 1334 | |
| fusea | 94 | 6.4% |
| fusef | 27 | 1.9% |
| fusep | 3 | 0.2% |
| mix | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2668 | |
| S | 1334 | |
| B | 1334 | |
| k | 1334 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 94 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7293 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 2668 | |
| S | 1334 | |
| B | 1334 | |
| k | 1334 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 94 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7293 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 2668 | |
| S | 1334 | |
| B | 1334 | |
| k | 1334 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 94 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7293 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 2668 | |
| S | 1334 | |
| B | 1334 | |
| k | 1334 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 94 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
1stFlrSF
Real number (ℝ)
| Distinct | 753 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1162.626712 |
| Minimum | 334 |
|---|---|
| Maximum | 4692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 672.95 |
| Q1 | 882 |
| median | 1087 |
| Q3 | 1391.25 |
| 95-th percentile | 1831.25 |
| Maximum | 4692 |
| Range | 4358 |
| Interquartile range (IQR) | 509.25 |
Descriptive statistics
| Standard deviation | 386.587738 |
|---|---|
| Coefficient of variation (CV) | 0.3325123481 |
| Kurtosis | 5.745841482 |
| Mean | 1162.626712 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.376756622 |
| Sum | 1697435 |
| Variance | 149450.0792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 864 | 25 | 1.7% |
| 1040 | 16 | 1.1% |
| 912 | 14 | 1.0% |
| 894 | 12 | 0.8% |
| 848 | 12 | 0.8% |
| 672 | 11 | 0.8% |
| 630 | 9 | 0.6% |
| 816 | 9 | 0.6% |
| 483 | 7 | 0.5% |
| 960 | 7 | 0.5% |
| Other values (743) | 1338 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 483 | 7 |
| Value | Count | Frequency (%) |
| 4692 | 1 | |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2633 | 1 |
2ndFlrSF
Real number (ℝ)
Zeros
| Distinct | 417 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 346.9924658 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 829 |
| Zeros (%) | 56.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 728 |
| 95-th percentile | 1141.05 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 436.5284359 |
|---|---|
| Coefficient of variation (CV) | 1.258034335 |
| Kurtosis | -0.5534635576 |
| Mean | 346.9924658 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8130298163 |
| Sum | 506609 |
| Variance | 190557.0753 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 728 | 10 | 0.7% |
| 504 | 9 | 0.6% |
| 546 | 8 | 0.5% |
| 672 | 8 | 0.5% |
| 600 | 7 | 0.5% |
| 720 | 7 | 0.5% |
| 896 | 6 | 0.4% |
| 862 | 5 | 0.3% |
| 780 | 5 | 0.3% |
| Other values (407) | 566 |
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 110 | 1 | 0.1% |
| 167 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 208 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1611 | 1 |
LowQualFinSF
Real number (ℝ)
Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.844520548 |
| Minimum | 0 |
|---|---|
| Maximum | 572 |
| Zeros | 1434 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 572 |
| Range | 572 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 48.62308143 |
|---|---|
| Coefficient of variation (CV) | 8.319430317 |
| Kurtosis | 83.23481667 |
| Mean | 5.844520548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.011341288 |
| Sum | 8533 |
| Variance | 2364.204048 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 1434 | |
| 80 | 3 | 0.2% |
| 360 | 2 | 0.1% |
| 205 | 1 | 0.1% |
| 479 | 1 | 0.1% |
| 397 | 1 | 0.1% |
| 514 | 1 | 0.1% |
| 120 | 1 | 0.1% |
| 481 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| Other values (14) | 14 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 1434 | |
| 53 | 1 | 0.1% |
| 80 | 3 | 0.2% |
| 120 | 1 | 0.1% |
| 144 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 572 | 1 | |
| 528 | 1 | |
| 515 | 1 | |
| 514 | 1 | |
| 513 | 1 |
GrLivArea
Real number (ℝ)
| Distinct | 861 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1515.463699 |
| Minimum | 334 |
|---|---|
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1129.5 |
| median | 1464 |
| Q3 | 1776.75 |
| 95-th percentile | 2466.1 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 647.25 |
Descriptive statistics
| Standard deviation | 525.4803834 |
|---|---|
| Coefficient of variation (CV) | 0.3467456092 |
| Kurtosis | 4.895120581 |
| Mean | 1515.463699 |
| Median Absolute Deviation (MAD) | 326 |
| Skewness | 1.366560356 |
| Sum | 2212577 |
| Variance | 276129.6334 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 864 | 22 | 1.5% |
| 1040 | 14 | 1.0% |
| 894 | 11 | 0.8% |
| 1456 | 10 | 0.7% |
| 848 | 10 | 0.7% |
| 1200 | 9 | 0.6% |
| 912 | 9 | 0.6% |
| 816 | 8 | 0.5% |
| 1092 | 8 | 0.5% |
| 1728 | 7 | 0.5% |
| Other values (851) | 1352 |
| Value | Count | Frequency (%) |
| 334 | 1 | |
| 438 | 1 | |
| 480 | 1 | |
| 520 | 1 | |
| 605 | 1 |
| Value | Count | Frequency (%) |
| 5642 | 1 | |
| 4676 | 1 | |
| 4476 | 1 | |
| 4316 | 1 | |
| 3627 | 1 |
BsmtFullBath
Real number (ℝ)
Zeros
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4253424658 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 856 |
| Zeros (%) | 58.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5189106061 |
|---|---|
| Coefficient of variation (CV) | 1.219983067 |
| Kurtosis | -0.8390982655 |
| Mean | 0.4253424658 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5960666097 |
| Sum | 621 |
| Variance | 0.2692682171 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | 0.1% |
| 2 | 15 | 1.0% |
| 1 | 588 | |
| 0 | 856 |
BsmtHalfBath
Real number (ℝ)
Zeros
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05753424658 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1378 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2387526463 |
|---|---|
| Coefficient of variation (CV) | 4.149748376 |
| Kurtosis | 16.39664195 |
| Mean | 0.05753424658 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.103402698 |
| Sum | 84 |
| Variance | 0.05700282611 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | 0.1% |
| 1 | 80 | 5.5% |
| 0 | 1378 |
FullBath
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.565068493 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 9 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5509158013 |
|---|---|
| Coefficient of variation (CV) | 0.3520074704 |
| Kurtosis | -0.8570428213 |
| Mean | 1.565068493 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.0365615584 |
| Sum | 2285 |
| Variance | 0.3035082201 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.6% |
| 1 | 650 | |
| 2 | 768 | |
| 3 | 33 | 2.3% |
| Value | Count | Frequency (%) |
| 3 | 33 | 2.3% |
| 2 | 768 | |
| 1 | 650 | |
| 0 | 9 | 0.6% |
HalfBath
Real number (ℝ)
Zeros
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3828767123 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 913 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5028853811 |
|---|---|
| Coefficient of variation (CV) | 1.313439457 |
| Kurtosis | -1.076927284 |
| Mean | 0.3828767123 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6758974482 |
| Sum | 559 |
| Variance | 0.2528937065 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 2 | 12 | 0.8% |
| 1 | 535 | |
| 0 | 913 |
BedroomAbvGr
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.866438356 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8157780441 |
|---|---|
| Coefficient of variation (CV) | 0.2845964025 |
| Kurtosis | 2.230874582 |
| Mean | 2.866438356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2117900963 |
| Sum | 4185 |
| Variance | 0.6654938173 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 3 | 804 | |
| 2 | 358 | |
| 4 | 213 | 14.6% |
| 1 | 50 | 3.4% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 1 | 50 | 3.4% |
| 2 | 358 | |
| 3 | 804 | |
| 4 | 213 | 14.6% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 6 | 7 | 0.5% |
| 5 | 21 | 1.4% |
| 4 | 213 | 14.6% |
| 3 | 804 |
KitchenAbvGr
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.046575342 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2203381984 |
|---|---|
| Coefficient of variation (CV) | 0.2105325718 |
| Kurtosis | 21.53240384 |
| Mean | 1.046575342 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.488396777 |
| Sum | 1528 |
| Variance | 0.04854892167 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 2 | 65 | 4.5% |
| 1 | 1392 | |
| 0 | 1 | 0.1% |
KitchenQual
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | Gd |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 735 | |
| gd | 586 | |
| ex | 100 | 6.8% |
| fa | 39 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 735 | |
| A | 735 | |
| G | 586 | |
| d | 586 | |
| E | 100 | 3.4% |
| x | 100 | 3.4% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 735 | |
| A | 735 | |
| G | 586 | |
| d | 586 | |
| E | 100 | 3.4% |
| x | 100 | 3.4% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 735 | |
| A | 735 | |
| G | 586 | |
| d | 586 | |
| E | 100 | 3.4% |
| x | 100 | 3.4% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 735 | |
| A | 735 | |
| G | 586 | |
| d | 586 | |
| E | 100 | 3.4% |
| x | 100 | 3.4% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
TotRmsAbvGrd
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.517808219 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.625393291 |
|---|---|
| Coefficient of variation (CV) | 0.2493772808 |
| Kurtosis | 0.8807615657 |
| Mean | 6.517808219 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6763408364 |
| Sum | 9516 |
| Variance | 2.641903349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 6 | 402 | |
| 7 | 329 | |
| 5 | 275 | |
| 8 | 187 | |
| 4 | 97 | 6.6% |
| 9 | 75 | 5.1% |
| 10 | 47 | 3.2% |
| 11 | 18 | 1.2% |
| 3 | 17 | 1.2% |
| 12 | 11 | 0.8% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 17 | 1.2% |
| 4 | 97 | 6.6% |
| 5 | 275 | |
| 6 | 402 |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 12 | 11 | 0.8% |
| 11 | 18 | 1.2% |
| 10 | 47 | |
| 9 | 75 |
Functional
Text
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.057534247 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Typ |
|---|---|
| 2nd row | Typ |
| 3rd row | Typ |
| 4th row | Typ |
| 5th row | Typ |
| Value | Count | Frequency (%) |
| typ | 1360 | |
| min2 | 34 | 2.3% |
| min1 | 31 | 2.1% |
| mod | 15 | 1.0% |
| maj1 | 14 | 1.0% |
| maj2 | 5 | 0.3% |
| sev | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1360 | |
| y | 1360 | |
| p | 1360 | |
| M | 99 | 2.2% |
| i | 65 | 1.5% |
| n | 65 | 1.5% |
| 1 | 45 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 33 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4464 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1360 | |
| y | 1360 | |
| p | 1360 | |
| M | 99 | 2.2% |
| i | 65 | 1.5% |
| n | 65 | 1.5% |
| 1 | 45 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 33 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4464 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1360 | |
| y | 1360 | |
| p | 1360 | |
| M | 99 | 2.2% |
| i | 65 | 1.5% |
| n | 65 | 1.5% |
| 1 | 45 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 33 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4464 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1360 | |
| y | 1360 | |
| p | 1360 | |
| M | 99 | 2.2% |
| i | 65 | 1.5% |
| n | 65 | 1.5% |
| 1 | 45 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 33 | 0.7% |
Fireplaces
Real number (ℝ)
Zeros
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6130136986 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 690 |
| Zeros (%) | 47.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6446663863 |
|---|---|
| Coefficient of variation (CV) | 1.051634552 |
| Kurtosis | -0.2172372075 |
| Mean | 0.6130136986 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6495651831 |
| Sum | 895 |
| Variance | 0.4155947496 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 5 | 0.3% |
| 2 | 115 | 7.9% |
| 1 | 650 | |
| 0 | 690 |
FireplaceQu
Text
Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 690 |
| Missing (%) | 47.3% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| gd | 380 | |
| ta | 313 | |
| fa | 33 | 4.3% |
| ex | 24 | 3.1% |
| po | 20 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 380 | |
| d | 380 | |
| T | 313 | |
| A | 313 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 380 | |
| d | 380 | |
| T | 313 | |
| A | 313 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 380 | |
| d | 380 | |
| T | 313 | |
| A | 313 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 380 | |
| d | 380 | |
| T | 313 | |
| A | 313 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
GarageType
Text
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.084118927 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Attchd |
|---|---|
| 2nd row | Attchd |
| 3rd row | Attchd |
| 4th row | Detchd |
| 5th row | Attchd |
| Value | Count | Frequency (%) |
| attchd | 870 | |
| detchd | 387 | |
| builtin | 88 | 6.4% |
| basment | 19 | 1.4% |
| carport | 9 | 0.7% |
| 2types | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2243 | |
| c | 1257 | |
| h | 1257 | |
| d | 1257 | |
| A | 870 | 10.4% |
| e | 412 | 4.9% |
| D | 387 | 4.6% |
| n | 107 | 1.3% |
| B | 107 | 1.3% |
| u | 88 | 1.0% |
| Other values (14) | 405 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8390 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 2243 | |
| c | 1257 | |
| h | 1257 | |
| d | 1257 | |
| A | 870 | 10.4% |
| e | 412 | 4.9% |
| D | 387 | 4.6% |
| n | 107 | 1.3% |
| B | 107 | 1.3% |
| u | 88 | 1.0% |
| Other values (14) | 405 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8390 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 2243 | |
| c | 1257 | |
| h | 1257 | |
| d | 1257 | |
| A | 870 | 10.4% |
| e | 412 | 4.9% |
| D | 387 | 4.6% |
| n | 107 | 1.3% |
| B | 107 | 1.3% |
| u | 88 | 1.0% |
| Other values (14) | 405 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8390 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 2243 | |
| c | 1257 | |
| h | 1257 | |
| d | 1257 | |
| A | 870 | 10.4% |
| e | 412 | 4.9% |
| D | 387 | 4.6% |
| n | 107 | 1.3% |
| B | 107 | 1.3% |
| u | 88 | 1.0% |
| Other values (14) | 405 | 4.8% |
GarageYrBlt
Real number (ℝ)
Missing
| Distinct | 97 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.506164 |
| Minimum | 1900 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1961 |
| median | 1980 |
| Q3 | 2002 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 110 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 24.68972477 |
|---|---|
| Coefficient of variation (CV) | 0.01247897288 |
| Kurtosis | -0.418340998 |
| Mean | 1978.506164 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.6494146239 |
| Sum | 2728360 |
| Variance | 609.5825091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2005 | 65 | 4.5% |
| 2006 | 59 | 4.0% |
| 2004 | 53 | 3.6% |
| 2003 | 50 | 3.4% |
| 2007 | 49 | 3.4% |
| 1977 | 35 | 2.4% |
| 1998 | 31 | 2.1% |
| 1999 | 30 | 2.1% |
| 1976 | 29 | 2.0% |
| 2008 | 29 | 2.0% |
| Other values (87) | 949 | |
| (Missing) | 81 | 5.5% |
| Value | Count | Frequency (%) |
| 1900 | 1 | 0.1% |
| 1906 | 1 | 0.1% |
| 1908 | 1 | 0.1% |
| 1910 | 3 | |
| 1914 | 2 |
| Value | Count | Frequency (%) |
| 2010 | 3 | 0.2% |
| 2009 | 21 | 1.4% |
| 2008 | 29 | |
| 2007 | 49 | |
| 2006 | 59 |
GarageFinish
Text
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RFn |
|---|---|
| 2nd row | RFn |
| 3rd row | RFn |
| 4th row | Unf |
| 5th row | RFn |
| Value | Count | Frequency (%) |
| unf | 605 | |
| rfn | 422 | |
| fin | 352 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1379 | |
| F | 774 | |
| U | 605 | |
| f | 605 | |
| R | 422 | 10.2% |
| i | 352 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4137 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1379 | |
| F | 774 | |
| U | 605 | |
| f | 605 | |
| R | 422 | 10.2% |
| i | 352 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4137 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1379 | |
| F | 774 | |
| U | 605 | |
| f | 605 | |
| R | 422 | 10.2% |
| i | 352 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4137 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1379 | |
| F | 774 | |
| U | 605 | |
| f | 605 | |
| R | 422 | 10.2% |
| i | 352 | 8.5% |
GarageCars
Real number (ℝ)
Zeros
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.767123288 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 81 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7473150101 |
|---|---|
| Coefficient of variation (CV) | 0.4228991918 |
| Kurtosis | 0.220997764 |
| Mean | 1.767123288 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.3425489297 |
| Sum | 2580 |
| Variance | 0.5584797243 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 81 | 5.5% |
| 1 | 369 | |
| 2 | 824 | |
| 3 | 181 | 12.4% |
| 4 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 4 | 5 | 0.3% |
| 3 | 181 | 12.4% |
| 2 | 824 | |
| 1 | 369 | |
| 0 | 81 | 5.5% |
GarageArea
Real number (ℝ)
Zeros
| Distinct | 441 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.980137 |
| Minimum | 0 |
|---|---|
| Maximum | 1418 |
| Zeros | 81 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 334.5 |
| median | 480 |
| Q3 | 576 |
| 95-th percentile | 850.1 |
| Maximum | 1418 |
| Range | 1418 |
| Interquartile range (IQR) | 241.5 |
Descriptive statistics
| Standard deviation | 213.8048415 |
|---|---|
| Coefficient of variation (CV) | 0.452037675 |
| Kurtosis | 0.9170672023 |
| Mean | 472.980137 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | 0.1799809067 |
| Sum | 690551 |
| Variance | 45712.51023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 81 | 5.5% |
| 440 | 49 | 3.4% |
| 576 | 47 | 3.2% |
| 240 | 38 | 2.6% |
| 484 | 34 | 2.3% |
| 528 | 33 | 2.3% |
| 288 | 27 | 1.8% |
| 400 | 25 | 1.7% |
| 264 | 24 | 1.6% |
| 480 | 24 | 1.6% |
| Other values (431) | 1078 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 160 | 2 | 0.1% |
| 164 | 1 | 0.1% |
| 180 | 9 | 0.6% |
| 186 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1418 | 1 | |
| 1390 | 1 | |
| 1356 | 1 | |
| 1248 | 1 | |
| 1220 | 1 |
GarageQual
Text
Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1311 | |
| fa | 48 | 3.5% |
| gd | 14 | 1.0% |
| ex | 3 | 0.2% |
| po | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2758 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2758 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2758 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1311 | |
| A | 1311 | |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
GarageCond
Text
Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1326 | |
| fa | 35 | 2.5% |
| gd | 9 | 0.7% |
| po | 7 | 0.5% |
| ex | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1326 | |
| A | 1326 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2758 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1326 | |
| A | 1326 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2758 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1326 | |
| A | 1326 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2758 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1326 | |
| A | 1326 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
PavedDrive
Text
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
| Value | Count | Frequency (%) |
| y | 1340 | |
| n | 90 | 6.2% |
| p | 30 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 1340 | |
| N | 90 | 6.2% |
| P | 30 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 1340 | |
| N | 90 | 6.2% |
| P | 30 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 1340 | |
| N | 90 | 6.2% |
| P | 30 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 1340 | |
| N | 90 | 6.2% |
| P | 30 | 2.1% |
WoodDeckSF
Real number (ℝ)
Zeros
| Distinct | 274 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.24452055 |
| Minimum | 0 |
|---|---|
| Maximum | 857 |
| Zeros | 761 |
| Zeros (%) | 52.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 335 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 125.3387944 |
|---|---|
| Coefficient of variation (CV) | 1.329931901 |
| Kurtosis | 2.992950925 |
| Mean | 94.24452055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.541375757 |
| Sum | 137597 |
| Variance | 15709.81337 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 761 | |
| 192 | 38 | 2.6% |
| 100 | 36 | 2.5% |
| 144 | 33 | 2.3% |
| 120 | 31 | 2.1% |
| 168 | 28 | 1.9% |
| 140 | 15 | 1.0% |
| 224 | 14 | 1.0% |
| 208 | 10 | 0.7% |
| 240 | 10 | 0.7% |
| Other values (264) | 484 |
| Value | Count | Frequency (%) |
| 0 | 761 | |
| 12 | 2 | 0.1% |
| 24 | 2 | 0.1% |
| 26 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 857 | 1 | |
| 736 | 1 | |
| 728 | 1 | |
| 670 | 1 | |
| 668 | 1 |
OpenPorchSF
Real number (ℝ)
Zeros
| Distinct | 202 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.66027397 |
| Minimum | 0 |
|---|---|
| Maximum | 547 |
| Zeros | 656 |
| Zeros (%) | 44.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25 |
| Q3 | 68 |
| 95-th percentile | 175.05 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 66.25602768 |
|---|---|
| Coefficient of variation (CV) | 1.419966538 |
| Kurtosis | 8.490335806 |
| Mean | 46.66027397 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.36434174 |
| Sum | 68124 |
| Variance | 4389.861203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 36 | 29 | 2.0% |
| 48 | 22 | 1.5% |
| 20 | 21 | 1.4% |
| 40 | 19 | 1.3% |
| 45 | 19 | 1.3% |
| 24 | 16 | 1.1% |
| 30 | 16 | 1.1% |
| 60 | 15 | 1.0% |
| 39 | 14 | 1.0% |
| Other values (192) | 633 |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 4 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 | |
| 418 | 1 | |
| 406 | 1 |
EnclosedPorch
Real number (ℝ)
Zeros
| Distinct | 120 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.95410959 |
| Minimum | 0 |
|---|---|
| Maximum | 552 |
| Zeros | 1252 |
| Zeros (%) | 85.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 180.15 |
| Maximum | 552 |
| Range | 552 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 61.1191486 |
|---|---|
| Coefficient of variation (CV) | 2.783950237 |
| Kurtosis | 10.43076594 |
| Mean | 21.95410959 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.089871904 |
| Sum | 32053 |
| Variance | 3735.550326 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 112 | 15 | 1.0% |
| 96 | 6 | 0.4% |
| 192 | 5 | 0.3% |
| 144 | 5 | 0.3% |
| 120 | 5 | 0.3% |
| 216 | 5 | 0.3% |
| 156 | 4 | 0.3% |
| 116 | 4 | 0.3% |
| 252 | 4 | 0.3% |
| Other values (110) | 155 | 10.6% |
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 552 | 1 | |
| 386 | 1 | |
| 330 | 1 | |
| 318 | 1 | |
| 301 | 1 |
3SsnPorch
Real number (ℝ)
Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.409589041 |
| Minimum | 0 |
|---|---|
| Maximum | 508 |
| Zeros | 1436 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 508 |
| Range | 508 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 29.31733056 |
|---|---|
| Coefficient of variation (CV) | 8.598493896 |
| Kurtosis | 123.6623794 |
| Mean | 3.409589041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.30434203 |
| Sum | 4978 |
| Variance | 859.505871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 1436 | |
| 168 | 3 | 0.2% |
| 144 | 2 | 0.1% |
| 180 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| 290 | 1 | 0.1% |
| 153 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| Other values (10) | 10 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 1436 | |
| 23 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 508 | 1 | |
| 407 | 1 | |
| 320 | 1 | |
| 304 | 1 | |
| 290 | 1 |
ScreenPorch
Real number (ℝ)
Zeros
| Distinct | 76 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.0609589 |
| Minimum | 0 |
|---|---|
| Maximum | 480 |
| Zeros | 1344 |
| Zeros (%) | 92.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 160 |
| Maximum | 480 |
| Range | 480 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.75741528 |
|---|---|
| Coefficient of variation (CV) | 3.70211589 |
| Kurtosis | 18.43906784 |
| Mean | 15.0609589 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.122213743 |
| Sum | 21989 |
| Variance | 3108.889359 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1344 | |
| 192 | 6 | 0.4% |
| 120 | 5 | 0.3% |
| 224 | 5 | 0.3% |
| 189 | 4 | 0.3% |
| 180 | 4 | 0.3% |
| 147 | 3 | 0.2% |
| 90 | 3 | 0.2% |
| 160 | 3 | 0.2% |
| 144 | 3 | 0.2% |
| Other values (66) | 80 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 1344 | |
| 40 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 480 | 1 | |
| 440 | 1 | |
| 410 | 1 | |
| 396 | 1 | |
| 385 | 1 |
PoolArea
Real number (ℝ)
Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.75890411 |
| Minimum | 0 |
|---|---|
| Maximum | 738 |
| Zeros | 1453 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 738 |
| Range | 738 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.17730694 |
|---|---|
| Coefficient of variation (CV) | 14.56277759 |
| Kurtosis | 223.2684989 |
| Mean | 2.75890411 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.82837364 |
| Sum | 4028 |
| Variance | 1614.215993 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 1453 | |
| 512 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1453 | |
| 480 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 738 | 1 | |
| 648 | 1 | |
| 576 | 1 | |
| 555 | 1 | |
| 519 | 1 |
PoolQC
Text
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 42.9% |
| Missing | 1453 |
| Missing (%) | 99.5% |
| Memory size | 11.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Fa |
| 3rd row | Gd |
| 4th row | Ex |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| gd | 3 | |
| ex | 2 | |
| fa | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Fence
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1179 |
| Missing (%) | 80.8% |
| Memory size | 11.5 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.768683274 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MnPrv |
|---|---|
| 2nd row | GdWo |
| 3rd row | GdPrv |
| 4th row | MnPrv |
| 5th row | GdPrv |
| Value | Count | Frequency (%) |
| mnprv | 157 | |
| gdprv | 59 | 21.0% |
| gdwo | 54 | 19.2% |
| mnww | 11 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 216 | |
| r | 216 | |
| v | 216 | |
| M | 168 | |
| n | 168 | |
| G | 113 | |
| d | 113 | |
| W | 65 | 4.9% |
| o | 54 | 4.0% |
| w | 11 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1340 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 216 | |
| r | 216 | |
| v | 216 | |
| M | 168 | |
| n | 168 | |
| G | 113 | |
| d | 113 | |
| W | 65 | 4.9% |
| o | 54 | 4.0% |
| w | 11 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1340 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 216 | |
| r | 216 | |
| v | 216 | |
| M | 168 | |
| n | 168 | |
| G | 113 | |
| d | 113 | |
| W | 65 | 4.9% |
| o | 54 | 4.0% |
| w | 11 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1340 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 216 | |
| r | 216 | |
| v | 216 | |
| M | 168 | |
| n | 168 | |
| G | 113 | |
| d | 113 | |
| W | 65 | 4.9% |
| o | 54 | 4.0% |
| w | 11 | 0.8% |
MiscFeature
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 1406 |
| Missing (%) | 96.3% |
| Memory size | 11.5 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | Shed |
|---|---|
| 2nd row | Shed |
| 3rd row | Shed |
| 4th row | Shed |
| 5th row | Shed |
| Value | Count | Frequency (%) |
| shed | 49 | |
| gar2 | 2 | 3.7% |
| othr | 2 | 3.7% |
| tenc | 1 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| h | 51 | |
| e | 50 | |
| S | 49 | |
| d | 49 | |
| r | 4 | 1.9% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| 2 | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| Other values (3) | 3 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 216 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| h | 51 | |
| e | 50 | |
| S | 49 | |
| d | 49 | |
| r | 4 | 1.9% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| 2 | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| Other values (3) | 3 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 216 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| h | 51 | |
| e | 50 | |
| S | 49 | |
| d | 49 | |
| r | 4 | 1.9% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| 2 | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| Other values (3) | 3 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 216 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| h | 51 | |
| e | 50 | |
| S | 49 | |
| d | 49 | |
| r | 4 | 1.9% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| 2 | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| Other values (3) | 3 | 1.4% |
MiscVal
Real number (ℝ)
Skewed Zeros
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.4890411 |
| Minimum | 0 |
|---|---|
| Maximum | 15500 |
| Zeros | 1408 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15500 |
| Range | 15500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 496.1230245 |
|---|---|
| Coefficient of variation (CV) | 11.408001 |
| Kurtosis | 701.0033423 |
| Mean | 43.4890411 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.47679419 |
| Sum | 63494 |
| Variance | 246138.0554 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 1408 | |
| 400 | 11 | 0.8% |
| 500 | 8 | 0.5% |
| 700 | 5 | 0.3% |
| 450 | 4 | 0.3% |
| 600 | 4 | 0.3% |
| 2000 | 4 | 0.3% |
| 1200 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| 15500 | 1 | 0.1% |
| Other values (11) | 11 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 1408 | |
| 54 | 1 | 0.1% |
| 350 | 1 | 0.1% |
| 400 | 11 | 0.8% |
| 450 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 15500 | 1 | 0.1% |
| 8300 | 1 | 0.1% |
| 3500 | 1 | 0.1% |
| 2500 | 1 | 0.1% |
| 2000 | 4 |
MoSold
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.321917808 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.703626208 |
|---|---|
| Coefficient of variation (CV) | 0.4276591836 |
| Kurtosis | -0.4041093415 |
| Mean | 6.321917808 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2120529851 |
| Sum | 9230 |
| Variance | 7.309594675 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 6 | 253 | |
| 7 | 234 | |
| 5 | 204 | |
| 4 | 141 | |
| 8 | 122 | |
| 3 | 106 | |
| 10 | 89 | 6.1% |
| 11 | 79 | 5.4% |
| 9 | 63 | 4.3% |
| 12 | 59 | 4.0% |
| Other values (2) | 110 |
| Value | Count | Frequency (%) |
| 1 | 58 | 4.0% |
| 2 | 52 | 3.6% |
| 3 | 106 | |
| 4 | 141 | |
| 5 | 204 |
| Value | Count | Frequency (%) |
| 12 | 59 | |
| 11 | 79 | |
| 10 | 89 | |
| 9 | 63 | |
| 8 | 122 |
YrSold
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.815753 |
| Minimum | 2006 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 2006 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2007 |
| median | 2008 |
| Q3 | 2009 |
| 95-th percentile | 2010 |
| Maximum | 2010 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.328095121 |
|---|---|
| Coefficient of variation (CV) | 0.0006614626458 |
| Kurtosis | -1.190600571 |
| Mean | 2007.815753 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.09626851387 |
| Sum | 2931411 |
| Variance | 1.763836649 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 2009 | 338 | |
| 2007 | 329 | |
| 2006 | 314 | |
| 2008 | 304 | |
| 2010 | 175 |
| Value | Count | Frequency (%) |
| 2006 | 314 | |
| 2007 | 329 | |
| 2008 | 304 | |
| 2009 | 338 | |
| 2010 | 175 |
| Value | Count | Frequency (%) |
| 2010 | 175 | |
| 2009 | 338 | |
| 2008 | 304 | |
| 2007 | 329 | |
| 2006 | 314 |
SaleType
Text
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.158219178 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WD |
|---|---|
| 2nd row | WD |
| 3rd row | WD |
| 4th row | WD |
| 5th row | WD |
| Value | Count | Frequency (%) |
| wd | 1267 | |
| new | 122 | 8.4% |
| cod | 43 | 2.9% |
| conld | 9 | 0.6% |
| conli | 5 | 0.3% |
| conlw | 5 | 0.3% |
| cwd | 4 | 0.3% |
| oth | 3 | 0.2% |
| con | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 1323 | |
| W | 1271 | |
| w | 127 | 4.0% |
| N | 122 | 3.9% |
| e | 122 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3151 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 1323 | |
| W | 1271 | |
| w | 127 | 4.0% |
| N | 122 | 3.9% |
| e | 122 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3151 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 1323 | |
| W | 1271 | |
| w | 127 | 4.0% |
| N | 122 | 3.9% |
| e | 122 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3151 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 1323 | |
| W | 1271 | |
| w | 127 | 4.0% |
| N | 122 | 3.9% |
| e | 122 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
SaleCondition
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.157534247 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Abnorml |
| 5th row | Normal |
| Value | Count | Frequency (%) |
| normal | 1198 | |
| partial | 125 | 8.6% |
| abnorml | 101 | 6.9% |
| family | 20 | 1.4% |
| alloca | 12 | 0.8% |
| adjland | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1484 | |
| l | 1468 | |
| r | 1424 | |
| m | 1319 | |
| o | 1311 | |
| N | 1198 | |
| i | 145 | 1.6% |
| P | 125 | 1.4% |
| t | 125 | 1.4% |
| A | 117 | 1.3% |
| Other values (8) | 274 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8990 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1484 | |
| l | 1468 | |
| r | 1424 | |
| m | 1319 | |
| o | 1311 | |
| N | 1198 | |
| i | 145 | 1.6% |
| P | 125 | 1.4% |
| t | 125 | 1.4% |
| A | 117 | 1.3% |
| Other values (8) | 274 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8990 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1484 | |
| l | 1468 | |
| r | 1424 | |
| m | 1319 | |
| o | 1311 | |
| N | 1198 | |
| i | 145 | 1.6% |
| P | 125 | 1.4% |
| t | 125 | 1.4% |
| A | 117 | 1.3% |
| Other values (8) | 274 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8990 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1484 | |
| l | 1468 | |
| r | 1424 | |
| m | 1319 | |
| o | 1311 | |
| N | 1198 | |
| i | 145 | 1.6% |
| P | 125 | 1.4% |
| t | 125 | 1.4% |
| A | 117 | 1.3% |
| Other values (8) | 274 | 3.0% |
SalePrice
Real number (ℝ)
| Distinct | 663 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180921.1959 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 326100 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84025 |
Descriptive statistics
| Standard deviation | 79442.50288 |
|---|---|
| Coefficient of variation (CV) | 0.4391000319 |
| Kurtosis | 6.53628186 |
| Mean | 180921.1959 |
| Median Absolute Deviation (MAD) | 38000 |
| Skewness | 1.88287576 |
| Sum | 264144946 |
| Variance | 6311111264 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 155000 | 14 | 1.0% |
| 145000 | 14 | 1.0% |
| 190000 | 13 | 0.9% |
| 110000 | 13 | 0.9% |
| 115000 | 12 | 0.8% |
| 160000 | 12 | 0.8% |
| 130000 | 11 | 0.8% |
| 139000 | 11 | 0.8% |
| Other values (653) | 1323 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 |