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@MaxHalford
Last active March 11, 2023 06:33
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Are Airbnb guests less energy efficient than their host?
date kilowatt-hour n_hosts n_guests temperature
2022-01-01 2.171 0.0 0.0 7.875000000000028
2022-01-02 10.31 0.0 0.5 8.787500000000023
2022-01-03 16.107 0.0 1.0 8.35000000000003
2022-01-04 16.563 0.0 1.0 9.250000000000014
2022-01-05 17.098 0.0 1.0 5.700000000000024
2022-01-06 18.76 0.0 1.0 2.950000000000024
2022-01-07 20.853 0.0 1.0 3.2500000000000284
2022-01-08 19.548 0.0 1.0 8.887500000000031
2022-01-09 20.81 0.0 1.0 8.72500000000003
2022-01-10 19.277 0.0 1.0 7.837500000000027
2022-01-11 18.977 0.0 1.0 5.85000000000003
2022-01-12 10.933 0.0 0.5 2.275000000000013
2022-01-13 15.214 0.0 0.5 -0.1499999999999701
2022-01-14 21.192 0.0 1.0 0.8000000000000114
2022-01-15 22.991 0.0 1.0 1.71250000000002
2022-01-16 24.476 0.0 1.0 1.1625000000000227
2022-01-17 23.372 0.0 1.0 -0.5874999999999773
2022-01-18 26.668 0.0 1.0 0.4875000000000256
2022-01-19 28.921 0.0 1.0 4.312500000000021
2022-01-20 24.774 0.0 1.0 4.9875000000000185
2022-01-21 21.979 0.0 1.0 2.337500000000034
2022-01-22 28.041 0.0 1.0 1.1875000000000213
2022-01-23 25.802 0.0 1.0 2.137500000000024
2022-01-24 21.516 0.0 1.0 6.325000000000024
2022-01-25 20.496 0.0 1.0 4.050000000000011
2022-01-26 21.634 0.0 1.0 3.000000000000014
2022-01-27 23.348 0.0 1.0 0.9500000000000242
2022-01-28 25.095 0.0 1.0 0.2500000000000213
2022-01-29 30.351 0.0 1.0 0.8375000000000128
2022-01-30 27.926 0.0 1.0 0.7500000000000142
2022-01-31 26.02 0.0 1.0 5.537500000000023
2022-02-01 24.038 0.0 1.0 6.350000000000023
2022-02-02 21.191 0.0 1.0 8.525000000000027
2022-02-03 20.848 0.0 1.0 5.800000000000033
2022-02-04 9.168 0.0 1.0 9.825000000000024
2022-02-05 7.638 0.0 1.0 8.08750000000002
2022-02-06 9.832 0.0 1.0 5.212500000000034
2022-02-07 11.215 0.0 1.0 9.325000000000031
2022-02-08 21.322 0.0 1.0 7.537500000000023
2022-02-09 18.505 0.0 1.0 8.925000000000018
2022-02-10 11.716 0.0 1.0 9.787500000000023
2022-02-11 5.696 0.0 1.0 9.375000000000021
2022-02-12 7.385 0.0 0.5 6.65000000000002
2022-02-13 6.383 0.0 0.0 11.112500000000026
2022-02-14 6.126 0.0 0.0 8.837500000000027
2022-02-15 7.283 0.0 0.0 8.550000000000033
2022-02-16 7.655 0.0 0.0 11.000000000000021
2022-02-17 11.835 1.0 0.0 13.000000000000021
2022-02-18 16.639 2.0 0.0 12.050000000000018
2022-02-19 14.473 1.0 0.5 9.200000000000024
2022-02-20 15.226 0.0 1.0 7.912500000000016
2022-02-21 19.018 0.0 1.0 11.15000000000002
2022-02-22 10.834 0.0 1.0 10.537500000000016
2022-02-23 13.09 0.0 1.0 9.887500000000017
2022-02-24 9.604 0.0 1.0 10.737500000000033
2022-02-25 10.532 0.0 0.5 8.075000000000031
2022-02-26 16.355 1.0 0.0 6.40000000000002
2022-02-27 5.813 2.0 0.0 8.237500000000026
2022-02-28 4.149 2.0 0.0 10.950000000000017
2022-03-01 5.304 1.0 0.0 8.90000000000002
2022-03-02 2.062 0.0 0.0 9.72500000000003
2022-03-03 2.2 0.0 0.0 10.950000000000024
2022-03-04 2.652 0.0 0.0 9.28750000000003
2022-03-05 2.606 0.0 0.0 8.02500000000002
2022-03-06 2.18 0.0 0.0 7.58750000000002
2022-03-07 8.854 0.0 0.5 6.025000000000027
2022-03-08 19.768 0.0 1.0 9.437500000000028
2022-03-09 16.199 0.0 1.0 9.85000000000003
2022-03-10 14.997 0.0 1.0 11.825000000000024
2022-03-11 16.97 0.0 1.0 12.237500000000018
2022-03-12 14.738 0.0 1.0 9.600000000000016
2022-03-13 16.351 0.0 1.0 9.450000000000024
2022-03-14 19.501 0.0 1.0 9.725000000000016
2022-03-15 18.596 0.0 1.0 13.412500000000023
2022-03-16 15.068 0.0 1.0 13.225000000000009
2022-03-17 9.547 0.0 0.5 12.425000000000026
2022-03-18 2.236 0.0 0.0 10.225000000000023
2022-03-19 6.737 0.5 0.0 11.912500000000023
2022-03-20 6.707 1.0 0.0 12.400000000000027
2022-03-21 5.577 1.0 0.0 12.612500000000018
2022-03-22 8.594 1.0 0.0 11.675000000000011
2022-03-23 7.468 0.5 0.0 11.53750000000003
2022-03-24 2.465 0.0 0.0 11.587500000000027
2022-03-25 3.999 0.0 0.0 12.83750000000002
2022-03-26 5.441 1.0 0.0 12.212500000000027
2022-03-27 8.289 2.0 0.0 13.850000000000023
2022-03-28 9.167 2.0 0.0 14.275000000000013
2022-03-29 7.701 2.0 0.0 13.287500000000023
2022-03-30 5.418 1.0 0.0 10.65000000000002
2022-03-31 2.536 0.0 0.0 9.912500000000023
2022-04-01 6.991 0.0 0.0 4.725000000000023
2022-04-02 6.458 0.0 0.0 4.125000000000021
2022-04-03 2.155 0.0 0.0 3.3500000000000227
2022-04-04 2.056 0.0 0.0 4.937500000000021
2022-04-05 2.461 0.0 0.0 7.625000000000028
2022-04-06 2.506 0.0 0.0 10.000000000000014
2022-04-07 3.804 0.0 0.5 13.737500000000018
2022-04-08 7.752 0.0 1.0 14.937500000000014
2022-04-09 8.455 0.0 1.0 10.762500000000024
2022-04-10 11.004 0.0 1.0 10.725000000000023
2022-04-11 7.542 0.0 1.0 13.52500000000002
2022-04-12 7.666 0.0 1.0 13.825000000000017
2022-04-13 12.87 0.0 1.0 12.662500000000023
2022-04-14 7.723 0.0 1.0 14.15000000000002
2022-04-15 4.868 0.0 1.0 15.437500000000021
2022-04-16 4.59 0.0 1.0 16.600000000000023
2022-04-17 6.654 0.0 1.0 16.512500000000024
2022-04-18 6.511 0.0 1.0 13.862500000000018
2022-04-19 4.867 0.0 1.0 11.412500000000023
2022-04-20 7.882 0.0 1.0 10.16250000000003
2022-04-21 7.28 0.0 1.0 10.812500000000021
2022-04-22 7.757 0.0 1.0 13.800000000000018
2022-04-23 9.142 0.0 1.0 10.987500000000033
2022-04-24 12.604 0.0 1.0 13.037500000000023
2022-04-25 9.306 0.0 1.0 12.837500000000027
2022-04-26 7.356 0.0 1.0 15.725000000000023
2022-04-27 5.622 0.0 1.0 16.47500000000003
2022-04-28 3.429 0.0 1.0 15.612500000000033
2022-04-29 2.528 0.0 1.0 16.950000000000024
2022-04-30 2.089 0.0 1.0 16.987500000000026
2022-05-01 2.986 0.0 1.0 15.587500000000013
2022-05-02 5.314 0.0 1.0 15.487500000000018
2022-05-03 8.116 0.0 1.0 15.40000000000002
2022-05-04 4.621 0.0 1.0 15.287500000000016
2022-05-05 6.201 0.0 1.0 16.175000000000026
2022-05-06 4.748 0.0 1.0 16.325000000000017
2022-05-07 2.05 0.0 1.0 17.187500000000036
2022-05-08 3.298 0.0 1.0 18.700000000000024
2022-05-09 3.658 0.0 1.0 19.725000000000016
2022-05-10 5.936 0.0 1.0 20.58750000000002
2022-05-11 8.453 0.0 1.0 21.225000000000023
2022-05-12 4.136 0.0 1.0 19.587500000000034
2022-05-13 4.844 0.0 1.0 20.25000000000002
2022-05-14 4.864 0.0 1.0 22.725000000000023
2022-05-15 4.423 0.0 1.0 21.675000000000026
2022-05-16 6.768 0.0 1.0 22.450000000000017
2022-05-17 6.074 0.0 1.0 24.60000000000003
2022-05-18 2.389 0.0 1.0 25.93750000000002
2022-05-19 3.076 0.0 1.0 22.862500000000026
2022-05-20 3.877 0.0 1.0 24.2714285714286
2022-05-21 4.039 0.0 1.0 28.325000000000017
2022-05-22 4.889 0.0 1.0 25.02500000000002
2022-05-23 5.125 0.0 1.0 18.975000000000023
2022-05-24 5.781 0.0 1.0 14.850000000000016
2022-05-25 6.745 0.0 1.0 15.925000000000018
2022-05-26 4.404 0.0 1.0 15.925000000000026
2022-05-27 6.775 0.0 1.0 19.58750000000002
2022-05-28 3.758 0.0 1.0 20.40000000000002
2022-05-29 4.79 0.0 1.0 19.550000000000026
2022-05-30 5.58 0.0 1.0 19.287500000000023
2022-05-31 8.348 0.0 1.0 21.112500000000026
2022-06-01 3.656 0.0 0.5 23.950000000000024
2022-06-02 2.146 0.0 0.0 21.85000000000003
2022-06-03 2.244 0.0 1.0 23.81250000000002
2022-06-04 5.758 0.0 2.0 21.50000000000003
2022-06-05 5.099 0.0 2.0 20.550000000000026
2022-06-06 3.35 0.0 2.0 22.46250000000002
2022-06-07 6.18 0.0 1.5 20.575000000000024
2022-06-08 2.676 0.0 1.0 18.00000000000003
2022-06-09 2.883 0.0 1.0 18.887500000000017
2022-06-10 5.966 0.0 1.5 21.62500000000002
2022-06-11 3.056 0.0 2.0 24.912500000000023
2022-06-12 5.119 0.0 2.0 24.737500000000033
2022-06-13 3.959 0.0 2.0 25.775000000000013
2022-06-14 3.875 0.0 2.0 28.43750000000003
2022-06-15 3.556 0.0 2.0 29.162500000000023
2022-06-16 4.135 0.0 2.0 30.150000000000027
2022-06-17 3.907 1.0 1.0 30.637500000000024
2022-06-18 2.892 2.0 0.0 29.287500000000016
2022-06-19 3.181 2.0 0.0 27.825000000000024
2022-06-20 3.829 1.0 0.0 24.18750000000003
2022-06-21 2.929 0.0 0.5 23.15000000000002
2022-06-22 3.161 0.0 1.0 24.075000000000017
2022-06-23 4.319 0.0 1.0 22.062500000000014
2022-06-24 3.9 0.0 0.5 20.42500000000002
2022-06-25 2.589 0.0 0.0 21.300000000000033
2022-06-26 2.182 0.0 1.0 16.925000000000026
2022-06-27 3.789 0.0 2.0 15.937500000000021
2022-06-28 4.381 0.0 2.0 21.00000000000003
2022-06-29 4.424 0.0 1.0 22.15000000000002
2022-06-30 2.151 0.0 0.0 16.637500000000017
2022-07-01 2.11 0.0 0.0 18.637500000000024
2022-07-02 2.627 0.0 0.0 22.662500000000023
2022-07-03 2.163 0.0 0.0 24.162500000000023
2022-07-04 2.195 0.0 0.0 21.925000000000026
2022-07-05 2.699 0.0 0.0 24.71250000000002
2022-07-06 2.25 0.5 0.0 23.975000000000023
2022-07-07 3.695 1.0 0.0 23.86250000000002
2022-07-08 4.177 1.0 0.0 24.112500000000026
2022-07-09 3.281 1.0 0.0 25.375000000000036
2022-07-10 2.575 0.5 0.0 26.68750000000002
2022-07-11 3.127 0.0 1.0 28.12500000000002
2022-07-12 4.781 0.0 2.0 28.975000000000016
2022-07-13 3.46 0.0 1.0 28.837500000000013
2022-07-14 3.217 0.0 1.0 29.700000000000024
2022-07-15 4.582 0.0 2.0 28.825000000000024
2022-07-16 4.725 0.0 2.0 29.387500000000024
2022-07-17 4.498 0.0 2.0 30.175000000000026
2022-07-18 5.64 0.0 2.0 30.96250000000002
2022-07-19 5.317 0.0 2.0 27.962500000000034
2022-07-20 3.535 0.0 2.0 25.450000000000017
2022-07-21 3.582 0.0 2.0 26.48750000000002
2022-07-22 2.657 0.0 2.0 25.850000000000023
2022-07-23 4.028 0.0 1.0 23.787500000000023
2022-07-24 3.306 0.0 1.0 27.98750000000002
2022-07-25 5.406 0.0 2.0 24.287500000000023
2022-07-26 2.348 0.0 1.0 22.825000000000024
2022-07-27 2.641 0.0 0.0 22.93750000000003
2022-07-28 2.928 0.0 0.0 23.350000000000016
2022-07-29 3.52 0.5 0.0 22.275000000000027
2022-07-30 2.625 0.0 0.0 25.075000000000017
2022-07-31 2.28 0.0 0.0 26.38750000000003
2022-08-01 3.021 1.0 0.0 27.43750000000002
2022-08-02 4.18 2.0 0.0 28.700000000000017
2022-08-03 2.774 1.0 0.0 28.98750000000002
2022-08-04 3.177 0.0 1.0 29.00000000000002
2022-08-05 3.624 0.0 2.0 26.450000000000024
2022-08-06 3.746 0.0 1.0 26.91250000000003
2022-08-07 2.288 0.0 0.0 28.25000000000003
2022-08-08 2.344 0.0 0.0 27.81250000000003
2022-08-09 2.648 0.0 1.0 27.787500000000023
2022-08-10 3.649 0.0 2.0 28.925000000000033
2022-08-11 4.475 0.0 2.0 29.575000000000024
2022-08-12 4.456 0.0 2.0 31.212500000000027
2022-08-13 3.05 0.0 2.0 27.837500000000034
2022-08-14 3.159 0.0 2.0 25.26250000000003
2022-08-15 3.415 0.0 1.0 24.43750000000003
2022-08-16 2.597 0.0 0.0 25.08750000000002
2022-08-17 2.694 0.0 1.0 21.087500000000013
2022-08-18 6.129 0.0 2.0 20.512500000000024
2022-08-19 4.034 0.0 1.0 21.57500000000003
2022-08-20 2.536 0.0 0.0 23.712500000000027
2022-08-21 2.496 0.0 0.0 24.600000000000023
2022-08-22 2.921 0.0 1.0 22.31250000000003
2022-08-23 6.441 0.0 2.0 25.00000000000003
2022-08-24 3.421 0.0 2.0 27.287500000000023
2022-08-25 2.755 0.0 1.0 25.587500000000027
2022-08-26 4.117 0.0 1.0 25.050000000000026
2022-08-27 5.777 0.0 2.0 24.86250000000002
2022-08-28 6.562 0.0 2.0 26.787500000000023
2022-08-29 4.948 0.0 2.0 25.45000000000003
2022-08-30 7.889 0.0 2.0 25.175000000000026
2022-08-31 5.301 0.0 2.0 24.162500000000016
2022-09-01 6.92 0.0 1.0 23.737500000000026
2022-09-02 2.305 0.0 0.0 24.05000000000001
2022-09-03 2.658 0.0 1.0 23.00000000000003
2022-09-04 4.204 0.0 2.0 25.48750000000002
2022-09-05 2.749 0.0 2.0 26.80000000000002
2022-09-06 4.268 0.0 2.0 26.900000000000034
2022-09-07 3.36 0.0 2.0 23.46250000000002
2022-09-08 4.25 0.0 1.5 21.512500000000024
2022-09-09 4.475 0.0 1.0 19.350000000000023
2022-09-10 4.745 0.0 1.0 20.68750000000003
2022-09-11 3.453 0.0 1.0 24.362500000000026
2022-09-12 3.749 0.0 1.0 24.975000000000023
2022-09-13 3.309 0.0 1.5 25.850000000000016
2022-09-14 4.094 0.0 2.0 23.90000000000002
2022-09-15 2.338 0.0 2.0 23.975000000000016
2022-09-16 3.969 0.0 1.0 21.58750000000002
2022-09-17 3.318 0.0 0.5 17.837500000000027
2022-09-18 2.972 0.0 1.0 16.912500000000023
2022-09-19 3.7 0.0 1.0 17.75000000000002
2022-09-20 3.516 0.0 1.0 17.737500000000026
2022-09-21 3.506 0.0 1.0 17.71250000000002
2022-09-22 2.242 0.0 1.0 18.275000000000013
2022-09-23 3.799 0.0 1.0 18.475000000000016
2022-09-24 4.448 0.0 1.0 16.825000000000017
2022-09-25 2.713 0.0 1.0 14.925000000000026
2022-09-26 2.779 0.0 1.0 14.58750000000002
2022-09-27 7.43 0.0 1.0 14.887500000000024
2022-09-28 1.929 0.0 1.0 15.987500000000033
2022-09-29 4.319 0.0 1.0 14.450000000000031
2022-09-30 3.623 0.0 1.0 13.987500000000026
2022-10-01 4.922 0.0 1.0 16.52500000000002
2022-10-02 2.58 0.0 1.0 17.36250000000002
2022-10-03 5.915 0.0 1.0 18.262500000000017
2022-10-04 4.371 0.0 1.0 17.775000000000027
2022-10-05 4.271 0.0 1.0 18.375000000000036
2022-10-06 7.801 0.0 1.0 17.800000000000026
2022-10-07 6.748 0.0 1.0 17.71250000000002
2022-10-08 4.469 0.0 1.0 18.600000000000023
2022-10-09 3.999 0.0 1.0 18.06250000000003
2022-10-10 4.343 0.0 1.0 19.675000000000026
2022-10-11 5.483 0.0 1.0 18.287500000000023
2022-10-12 2.731 0.0 1.0 17.71250000000002
2022-10-13 5.802 0.0 1.0 17.92500000000002
2022-10-14 2.626 0.0 1.0 18.775000000000034
2022-10-15 2.524 0.0 1.0 17.91250000000003
2022-10-16 7.679 0.0 1.0 21.18750000000002
2022-10-17 4.759 0.0 1.0 22.02500000000002
2022-10-18 3.582 0.0 1.0 21.93750000000003
2022-10-19 4.796 0.0 1.0 21.000000000000014
2022-10-20 2.552 0.0 1.0 20.77500000000002
2022-10-21 5.412 0.0 1.0 19.75000000000002
2022-10-22 2.608 0.0 1.0 19.80000000000002
2022-10-23 4.293 0.0 1.0 22.42500000000002
2022-10-24 2.799 0.0 1.0 19.63750000000003
2022-10-25 4.283 0.0 1.0 17.862500000000026
2022-10-26 2.215 0.0 1.0 18.037500000000023
2022-10-27 3.94 0.0 1.0 20.150000000000034
2022-10-28 5.535 0.0 1.0 20.600000000000016
2022-10-29 2.357 0.0 0.5 19.587500000000013
2022-10-30 1.975 0.0 0.0 19.62500000000002
2022-10-31 2.228 0.0 0.0 20.37500000000002
2022-11-01 2.593 0.0 0.0 16.85000000000003
2022-11-02 1.99 0.0 0.0 15.937500000000021
2022-11-03 2.248 0.0 0.0 15.412500000000023
2022-11-04 2.206 0.0 0.0 11.762500000000017
2022-11-05 2.213 0.0 0.0 10.937500000000021
2022-11-06 1.736 0.0 0.0 10.862500000000011
2022-11-07 2.589 0.0 0.0 12.725000000000016
2022-11-08 1.843 0.0 0.0 16.975000000000016
2022-11-09 2.616 0.0 0.0 13.90000000000002
2022-11-10 1.771 0.0 0.0 11.262500000000017
2022-11-11 5.038 0.0 1.0 14.52500000000002
2022-11-12 8.671 0.0 2.0 17.600000000000023
2022-11-13 10.638 0.0 2.0 14.000000000000023
2022-11-14 7.613 0.0 1.0 14.887500000000024
2022-11-15 6.577 0.0 0.0 14.587500000000027
2022-11-16 5.872 0.0 0.0 13.60000000000003
2022-11-17 7.236 0.5 0.0 13.937500000000028
2022-11-18 5.302 1.0 0.0 11.125000000000014
2022-11-19 2.223 0.5 0.0 8.40000000000002
2022-11-20 1.776 0.0 0.0 8.237500000000033
2022-11-21 8.14 0.5 0.0 9.712500000000027
2022-11-22 19.411 1.0 0.0 8.137500000000017
2022-11-23 15.046 1.0 0.0 11.612500000000033
2022-11-24 10.991 1.0 0.0 9.437500000000028
2022-11-25 14.611 0.5 0.0 9.087500000000006
2022-11-26 14.344 0.5 0.0 6.22500000000003
2022-11-27 17.762 1.0 0.0 7.5375000000000085
2022-11-28 15.675 1.0 0.0 10.08750000000002
2022-11-29 14.678 1.0 0.0 8.575000000000024
2022-11-30 13.342 1.0 0.0 4.262500000000017
2022-12-01 16.346 1.0 0.0 4.875000000000021
2022-12-02 19.825 1.5 0.0 5.812500000000028
2022-12-03 10.991 1.0 0.0 5.700000000000024
2022-12-04 6.972 1.0 0.0 3.9375000000000213
2022-12-05 22.081 2.0 0.0 4.275000000000027
2022-12-06 22.108 2.0 0.0 7.325000000000024
2022-12-07 14.034 2.0 0.0 8.775000000000034
2022-12-08 6.779 1.0 0.0 6.887500000000024
2022-12-09 2.198 0.0 0.0 8.362500000000026
2022-12-10 2.198 0.0 0.0 1.962500000000027
2022-12-11 2.244 0.0 0.0 -0.8499999999999801
2022-12-12 22.233 1.0 0.0 2.200000000000017
2022-12-13 22.456 2.0 0.0 7.300000000000026
2022-12-14 17.933 2.0 0.0 11.625000000000021
2022-12-15 18.002 2.0 0.0 10.400000000000027
2022-12-16 13.852 2.0 0.0 9.562500000000028
2022-12-17 7.804 1.0 0.0 5.325000000000024
2022-12-18 0.933 0.0 0.0 7.475000000000023
2022-12-19 1.002 0.0 0.0 12.96250000000002
2022-12-20 0.961 0.0 0.0 13.287500000000016
2022-12-21 6.027 1.0 0.0 12.850000000000016
2022-12-22 13.967 2.0 0.0 13.062500000000028
2022-12-23 9.399 1.5 0.0 13.275000000000027
2022-12-24 1.362 1.0 0.0 11.200000000000024
2022-12-25 3.269 0.5 0.0 11.237500000000026
2022-12-26 1.84 0.0 0.0 11.375000000000028
2022-12-27 2.74 0.0 0.5 10.812500000000021
2022-12-28 4.237 0.0 1.0 8.787500000000023
2022-12-29 4.705 0.0 1.0 10.750000000000028
2022-12-30 4.66 0.0 1.0 12.162500000000023
2022-12-31 4.432 0.0 1.0 13.125000000000021
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