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bedrooms__ratio
float64 -2.67
39.4
| rooms_per_house__ratio
float64 -1.77
53
| people_per_house__ratio
float64 -0.52
112
| total_bedrooms
float64 -8.32
3.68
| total_rooms
float64 -9.27
3.94
| population
float64 -8.04
3.63
| households
float64 -8.17
3.56
| median_income
float64 -4.12
3.11
| Cluster 0 similarity
float64 0
0.98
| Cluster 1 similarity
float64 0
1
| Cluster 2 similarity
float64 0
1
| Cluster 3 similarity
float64 0
1
| Cluster 4 similarity
float64 0
1
| Cluster 5 similarity
float64 0
1
| Cluster 6 similarity
float64 0
1
| Cluster 7 similarity
float64 0
1
| Cluster 8 similarity
float64 0
1
| Cluster 9 similarity
float64 0
1
| ocean_proximity_<1H OCEAN
float64 0
1
| ocean_proximity_INLAND
float64 0
1
| ocean_proximity_ISLAND
float64 0
1
| ocean_proximity_NEAR BAY
float64 0
1
| ocean_proximity_NEAR OCEAN
float64 0
1
| housing_median_age
float64 -2.19
1.86
| __index_level_0__
int64 0
20.6k
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-1.071502 | 0.686102 | 0.056098 | 0.430609 | 0.910404 | 0.662588 | 0.484966 | 1.18107 | 0.324904 | 0 | 0.739701 | 0.005534 | 0.002093 | 0 | 0 | 0.237995 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | -0.363689 | 12,518 |
-0.988561 | 0.515229 | -0.085164 | 0.125117 | 0.562979 | 0.102862 | 0.215996 | 1.335641 | 0.091103 | 0 | 0.991117 | 0.040183 | 0.000258 | 0 | 0 | 0.58414 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.351428 | 12,961 |
-0.83154 | 0.555785 | -0.04276 | 1.246791 | 1.56362 | 1.192292 | 1.217463 | 0.634038 | 0.381486 | 0.000019 | 0.001449 | 0 | 0.041428 | 0 | 0 | 0.000036 | 0.000713 | 0.001944 | 1 | 0 | 0 | 0 | 0 | -1.635008 | 11,877 |
0.625152 | -0.189623 | 0.438425 | 0.095303 | -0.189753 | 0.627367 | -0.126813 | -0.564839 | 0.027137 | 0 | 0.865288 | 0.095547 | 0.000118 | 0 | 0 | 0.892243 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.351428 | 17,004 |
-0.566518 | 0.400092 | 0.046645 | -0.815749 | -0.582298 | -0.723932 | -0.892994 | 0.339453 | 0 | 0.803443 | 0 | 0 | 0.000005 | 0.091198 | 0.007831 | 0 | 0.049064 | 0.208021 | 1 | 0 | 0 | 0 | 0 | 0.27197 | 1,894 |
-1.273008 | 0.933312 | -0.001758 | 0.962429 | 1.558374 | 1.093138 | 1.031454 | 1.877665 | 0.234412 | 0 | 0.846352 | 0.010458 | 0.001159 | 0 | 0 | 0.324471 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | -0.284232 | 6,234 |
0.537331 | -0.488123 | 0.106821 | -0.769742 | -1.000352 | -0.447773 | -0.724787 | -0.388543 | 0.013052 | 0 | 0.744237 | 0.15201 | 0.000045 | 0 | 0 | 0.972259 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0.5898 | 7,071 |
0.804368 | -0.452111 | -0.26978 | 0.465581 | 0.10972 | -0.247054 | 0.379471 | 0.648953 | 0.075925 | 0 | 0.949968 | 0.048161 | 0.000127 | 0 | 0 | 0.553906 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.987087 | 14,207 |
-0.192328 | 0.036792 | -0.073741 | 0.454022 | 0.477277 | 0.314542 | 0.402773 | -0.637675 | 0.112283 | 0.000008 | 0.001957 | 0 | 0.850935 | 0.000023 | 0 | 0.000183 | 0.006703 | 0.00045 | 0 | 1 | 0 | 0 | 0 | -0.443146 | 13,105 |
-0.242492 | -0.109987 | 0.158542 | 0.824206 | 0.859552 | 1.243381 | 0.889897 | 0.33354 | 0.000007 | 0 | 0.027373 | 0.866307 | 0 | 0 | 0 | 0.125063 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | -1.237721 | 19,301 |
0.259775 | -0.360937 | -0.210332 | 0.987851 | 0.811293 | 0.579462 | 1.023329 | 0.377051 | 0.109645 | 0 | 0.983982 | 0.032051 | 0.000368 | 0 | 0 | 0.543592 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.669257 | 19,121 |
3.61271 | -1.323972 | 0.049584 | -1.072179 | -2.091543 | -0.679447 | -0.853784 | -0.119155 | 0 | 0.917792 | 0 | 0 | 0.000116 | 0.055924 | 0.000331 | 0 | 0.13289 | 0.664992 | 0 | 0 | 0 | 0 | 1 | 1.225459 | 19,888 |
Subsets and Splits