\n",
" \n",
" lsoa | \n",
" Adur 001A | \n",
" Adur 001B | \n",
" Adur 001C | \n",
"
\n",
" \n",
" closest_ivt_unit | \n",
" BN25BE | \n",
" BN25BE | \n",
" BN112DH | \n",
"
\n",
" \n",
" closest_ivt_time | \n",
" 17.6 | \n",
" 18.7 | \n",
" 17.6 | \n",
"
\n",
" \n",
" closest_mt_unit | \n",
" BN25BE | \n",
" BN25BE | \n",
" BN25BE | \n",
"
\n",
" \n",
" closest_mt_time | \n",
" 17.6 | \n",
" 18.7 | \n",
" 19.8 | \n",
"
\n",
" \n",
" transfer_mt_unit | \n",
" BN25BE | \n",
" BN25BE | \n",
" BN25BE | \n",
"
\n",
" \n",
" transfer_mt_time | \n",
" 0.0 | \n",
" 0.0 | \n",
" 31.6 | \n",
"
\n",
" \n",
" mt_transfer_required | \n",
" False | \n",
" False | \n",
" True | \n",
"
\n",
" \n",
" msu_unit | \n",
" BN25BE | \n",
" BN25BE | \n",
" BN25BE | \n",
"
\n",
" \n",
" msu_time | \n",
" 17.6 | \n",
" 18.7 | \n",
" 19.8 | \n",
"
\n",
" \n",
" ivt_drip_ship | \n",
" 107.6 | \n",
" 108.7 | \n",
" 107.6 | \n",
"
\n",
" \n",
" ivt_mothership | \n",
" 107.6 | \n",
" 108.7 | \n",
" 109.8 | \n",
"
\n",
" \n",
" mt_drip_ship | \n",
" 167.6 | \n",
" 168.7 | \n",
" 259.2 | \n",
"
\n",
" \n",
" mt_mothership | \n",
" 167.6 | \n",
" 168.7 | \n",
" 169.8 | \n",
"
\n",
" \n",
" drip_ship_lvo_untreated_probs | \n",
" [0.05 0.08 0.14 0.16 0.24 0.14 0.19] | \n",
" [0.05 0.08 0.14 0.16 0.24 0.14 0.19] | \n",
" [0.05 0.08 0.14 0.16 0.24 0.14 0.19] | \n",
"
\n",
" \n",
" drip_ship_nlvo_untreated_probs | \n",
" [0.2 0.26 0.12 0.13 0.14 0.06 0.09] | \n",
" [0.2 0.26 0.12 0.13 0.14 0.06 0.09] | \n",
" [0.2 0.26 0.12 0.13 0.14 0.06 0.09] | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_probs | \n",
" [0.09 0.09 0.13 0.15 0.22 0.12 0.2 ] | \n",
" [0.09 0.09 0.13 0.15 0.22 0.12 0.2 ] | \n",
" [0.09 0.09 0.13 0.15 0.22 0.12 0.2 ] | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_probs | \n",
" [0.18 0.12 0.14 0.17 0.18 0.09 0.12] | \n",
" [0.18 0.12 0.14 0.17 0.18 0.09 0.12] | \n",
" [0.13 0.11 0.14 0.17 0.2 0.1 0.15] | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_probs | \n",
" [0.36 0.22 0.11 0.12 0.1 0.03 0.06] | \n",
" [0.35 0.23 0.11 0.12 0.1 0.03 0.06] | \n",
" [0.36 0.22 0.11 0.12 0.1 0.03 0.06] | \n",
"
\n",
" \n",
" drip_ship_lvo_untreated_mean_utility | \n",
" 0.3319 | \n",
" 0.3319 | \n",
" 0.3319 | \n",
"
\n",
" \n",
" drip_ship_nlvo_untreated_mean_utility | \n",
" 0.5997 | \n",
" 0.5997 | \n",
" 0.5997 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_mean_utility | \n",
" 0.3664 | \n",
" 0.3664 | \n",
" 0.3664 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_mean_utility | \n",
" 0.4962 | \n",
" 0.4962 | \n",
" 0.441 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_mean_utility | \n",
" 0.7045 | \n",
" 0.7036 | \n",
" 0.7045 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_added_utility | \n",
" 0.0345 | \n",
" 0.0345 | \n",
" 0.0345 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_added_utility | \n",
" 0.1643 | \n",
" 0.1643 | \n",
" 0.1091 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_added_utility | \n",
" 0.1048 | \n",
" 0.1039 | \n",
" 0.1048 | \n",
"
\n",
" \n",
" drip_ship_lvo_untreated_cum_probs | \n",
" [0.05 0.13 0.27 0.43 0.67 0.81 1. ] | \n",
" [0.05 0.13 0.27 0.43 0.67 0.81 1. ] | \n",
" [0.05 0.13 0.27 0.43 0.67 0.81 1. ] | \n",
"
\n",
" \n",
" drip_ship_nlvo_untreated_cum_probs | \n",
" [0.2 0.46 0.58 0.71 0.85 0.91 1. ] | \n",
" [0.2 0.46 0.58 0.71 0.85 0.91 1. ] | \n",
" [0.2 0.46 0.58 0.71 0.85 0.91 1. ] | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_cum_probs | \n",
" [0.09 0.18 0.31 0.46 0.68 0.8 1. ] | \n",
" [0.09 0.18 0.31 0.46 0.68 0.8 1. ] | \n",
" [0.09 0.18 0.31 0.46 0.68 0.8 1. ] | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_cum_probs | \n",
" [0.18 0.3 0.44 0.61 0.79 0.88 1. ] | \n",
" [0.18 0.3 0.44 0.61 0.79 0.88 1. ] | \n",
" [0.13 0.24 0.38 0.55 0.75 0.85 1. ] | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_cum_probs | \n",
" [0.36 0.58 0.69 0.81 0.91 0.94 1. ] | \n",
" [0.35 0.58 0.69 0.81 0.91 0.94 1. ] | \n",
" [0.36 0.58 0.69 0.81 0.91 0.94 1. ] | \n",
"
\n",
" \n",
" drip_ship_lvo_untreated_mrs<=2 | \n",
" 0.27 | \n",
" 0.27 | \n",
" 0.27 | \n",
"
\n",
" \n",
" drip_ship_nlvo_untreated_mrs<=2 | \n",
" 0.58 | \n",
" 0.58 | \n",
" 0.58 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_mrs<=2 | \n",
" 0.31 | \n",
" 0.31 | \n",
" 0.31 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_mrs<=2 | \n",
" 0.44 | \n",
" 0.44 | \n",
" 0.38 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_mrs<=2 | \n",
" 0.69 | \n",
" 0.69 | \n",
" 0.69 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_shift | \n",
" [ 0.04 0.01 -0.01 -0.01 -0.02 -0.02 0.01] | \n",
" [ 0.04 0.01 -0.01 -0.01 -0.02 -0.02 0.01] | \n",
" [ 0.04 0.01 -0.01 -0.01 -0.02 -0.02 0.01] | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_shift | \n",
" [ 0.13 0.04 0. 0.01 -0.06 -0.05 -0.07] | \n",
" [ 0.13 0.04 0. 0.01 -0.06 -0.05 -0.07] | \n",
" [ 0.08 0.03 0. 0.01 -0.04 -0.04 -0.04] | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_shift | \n",
" [ 0.16 -0.04 -0.01 -0.01 -0.04 -0.03 -0.03] | \n",
" [ 0.15 -0.03 -0.01 -0.01 -0.04 -0.03 -0.03] | \n",
" [ 0.16 -0.04 -0.01 -0.01 -0.04 -0.03 -0.03] | \n",
"
\n",
" \n",
" drip_ship_lvo_untreated_mean_mRS | \n",
" 3.64 | \n",
" 3.64 | \n",
" 3.64 | \n",
"
\n",
" \n",
" drip_ship_nlvo_untreated_mean_mRS | \n",
" 2.29 | \n",
" 2.29 | \n",
" 2.29 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_mean_mRS | \n",
" 3.48 | \n",
" 3.48 | \n",
" 3.48 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_mean_mRS | \n",
" 2.8 | \n",
" 2.8 | \n",
" 3.1 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_mean_mRS | \n",
" 1.71 | \n",
" 1.72 | \n",
" 1.71 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_mean_shift | \n",
" -0.16 | \n",
" -0.16 | \n",
" -0.16 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_mean_shift | \n",
" -0.84 | \n",
" -0.84 | \n",
" -0.54 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_mean_shift | \n",
" -0.58 | \n",
" -0.57 | \n",
" -0.58 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_improved | \n",
" 0.17 | \n",
" 0.17 | \n",
" 0.17 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_improved | \n",
" 0.75 | \n",
" 0.75 | \n",
" 0.54 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_improved | \n",
" 0.58 | \n",
" 0.57 | \n",
" 0.58 | \n",
"
\n",
" \n",
" mothership_lvo_untreated_probs | \n",
" [0.05 0.08 0.14 0.16 0.24 0.14 0.19] | \n",
" [0.05 0.08 0.14 0.16 0.24 0.14 0.19] | \n",
" [0.05 0.08 0.14 0.16 0.24 0.14 0.19] | \n",
"
\n",
" \n",
" mothership_nlvo_untreated_probs | \n",
" [0.2 0.26 0.12 0.13 0.14 0.06 0.09] | \n",
" [0.2 0.26 0.12 0.13 0.14 0.06 0.09] | \n",
" [0.2 0.26 0.12 0.13 0.14 0.06 0.09] | \n",
"
\n",
" \n",
" mothership_lvo_ivt_probs | \n",
" [0.09 0.09 0.13 0.15 0.22 0.12 0.2 ] | \n",
" [0.09 0.09 0.13 0.15 0.22 0.12 0.2 ] | \n",
" [0.09 0.09 0.13 0.15 0.22 0.12 0.2 ] | \n",
"
\n",
" \n",
" mothership_lvo_mt_probs | \n",
" [0.18 0.12 0.14 0.17 0.18 0.09 0.12] | \n",
" [0.18 0.12 0.14 0.17 0.18 0.09 0.12] | \n",
" [0.18 0.12 0.14 0.17 0.18 0.09 0.12] | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_probs | \n",
" [0.36 0.22 0.11 0.12 0.1 0.03 0.06] | \n",
" [0.35 0.23 0.11 0.12 0.1 0.03 0.06] | \n",
" [0.35 0.23 0.11 0.12 0.1 0.03 0.06] | \n",
"
\n",
" \n",
" mothership_lvo_untreated_mean_utility | \n",
" 0.3319 | \n",
" 0.3319 | \n",
" 0.3319 | \n",
"
\n",
" \n",
" mothership_nlvo_untreated_mean_utility | \n",
" 0.5997 | \n",
" 0.5997 | \n",
" 0.5997 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_mean_utility | \n",
" 0.3664 | \n",
" 0.3664 | \n",
" 0.3664 | \n",
"
\n",
" \n",
" mothership_lvo_mt_mean_utility | \n",
" 0.4962 | \n",
" 0.4962 | \n",
" 0.4962 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_mean_utility | \n",
" 0.7045 | \n",
" 0.7036 | \n",
" 0.7036 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_added_utility | \n",
" 0.0345 | \n",
" 0.0345 | \n",
" 0.0345 | \n",
"
\n",
" \n",
" mothership_lvo_mt_added_utility | \n",
" 0.1643 | \n",
" 0.1643 | \n",
" 0.1643 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_added_utility | \n",
" 0.1048 | \n",
" 0.1039 | \n",
" 0.1039 | \n",
"
\n",
" \n",
" mothership_lvo_untreated_cum_probs | \n",
" [0.05 0.13 0.27 0.43 0.67 0.81 1. ] | \n",
" [0.05 0.13 0.27 0.43 0.67 0.81 1. ] | \n",
" [0.05 0.13 0.27 0.43 0.67 0.81 1. ] | \n",
"
\n",
" \n",
" mothership_nlvo_untreated_cum_probs | \n",
" [0.2 0.46 0.58 0.71 0.85 0.91 1. ] | \n",
" [0.2 0.46 0.58 0.71 0.85 0.91 1. ] | \n",
" [0.2 0.46 0.58 0.71 0.85 0.91 1. ] | \n",
"
\n",
" \n",
" mothership_lvo_ivt_cum_probs | \n",
" [0.09 0.18 0.31 0.46 0.68 0.8 1. ] | \n",
" [0.09 0.18 0.31 0.46 0.68 0.8 1. ] | \n",
" [0.09 0.18 0.31 0.46 0.68 0.8 1. ] | \n",
"
\n",
" \n",
" mothership_lvo_mt_cum_probs | \n",
" [0.18 0.3 0.44 0.61 0.79 0.88 1. ] | \n",
" [0.18 0.3 0.44 0.61 0.79 0.88 1. ] | \n",
" [0.18 0.3 0.44 0.61 0.79 0.88 1. ] | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_cum_probs | \n",
" [0.36 0.58 0.69 0.81 0.91 0.94 1. ] | \n",
" [0.35 0.58 0.69 0.81 0.91 0.94 1. ] | \n",
" [0.35 0.58 0.69 0.81 0.91 0.94 1. ] | \n",
"
\n",
" \n",
" mothership_lvo_untreated_mrs<=2 | \n",
" 0.27 | \n",
" 0.27 | \n",
" 0.27 | \n",
"
\n",
" \n",
" mothership_nlvo_untreated_mrs<=2 | \n",
" 0.58 | \n",
" 0.58 | \n",
" 0.58 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_mrs<=2 | \n",
" 0.31 | \n",
" 0.31 | \n",
" 0.31 | \n",
"
\n",
" \n",
" mothership_lvo_mt_mrs<=2 | \n",
" 0.44 | \n",
" 0.44 | \n",
" 0.44 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_mrs<=2 | \n",
" 0.69 | \n",
" 0.69 | \n",
" 0.69 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_shift | \n",
" [ 0.04 0.01 -0.01 -0.01 -0.02 -0.02 0.01] | \n",
" [ 0.04 0.01 -0.01 -0.01 -0.02 -0.02 0.01] | \n",
" [ 0.04 0.01 -0.01 -0.01 -0.02 -0.02 0.01] | \n",
"
\n",
" \n",
" mothership_lvo_mt_shift | \n",
" [ 0.13 0.04 0. 0.01 -0.06 -0.05 -0.07] | \n",
" [ 0.13 0.04 0. 0.01 -0.06 -0.05 -0.07] | \n",
" [ 0.13 0.04 0. 0.01 -0.06 -0.05 -0.07] | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_shift | \n",
" [ 0.16 -0.04 -0.01 -0.01 -0.04 -0.03 -0.03] | \n",
" [ 0.15 -0.03 -0.01 -0.01 -0.04 -0.03 -0.03] | \n",
" [ 0.15 -0.03 -0.01 -0.01 -0.04 -0.03 -0.03] | \n",
"
\n",
" \n",
" mothership_lvo_untreated_mean_mRS | \n",
" 3.64 | \n",
" 3.64 | \n",
" 3.64 | \n",
"
\n",
" \n",
" mothership_nlvo_untreated_mean_mRS | \n",
" 2.29 | \n",
" 2.29 | \n",
" 2.29 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_mean_mRS | \n",
" 3.48 | \n",
" 3.48 | \n",
" 3.48 | \n",
"
\n",
" \n",
" mothership_lvo_mt_mean_mRS | \n",
" 2.8 | \n",
" 2.8 | \n",
" 2.8 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_mean_mRS | \n",
" 1.71 | \n",
" 1.72 | \n",
" 1.72 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_mean_shift | \n",
" -0.16 | \n",
" -0.16 | \n",
" -0.16 | \n",
"
\n",
" \n",
" mothership_lvo_mt_mean_shift | \n",
" -0.84 | \n",
" -0.84 | \n",
" -0.84 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_mean_shift | \n",
" -0.58 | \n",
" -0.57 | \n",
" -0.57 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_improved | \n",
" 0.17 | \n",
" 0.17 | \n",
" 0.17 | \n",
"
\n",
" \n",
" mothership_lvo_mt_improved | \n",
" 0.75 | \n",
" 0.75 | \n",
" 0.75 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_improved | \n",
" 0.58 | \n",
" 0.57 | \n",
" 0.57 | \n",
"
\n",
" \n",
" drip_ship_nlvo_ivt_added_mrs<=2 | \n",
" 0.11 | \n",
" 0.11 | \n",
" 0.11 | \n",
"
\n",
" \n",
" drip_ship_lvo_ivt_added_mrs<=2 | \n",
" 0.04 | \n",
" 0.04 | \n",
" 0.04 | \n",
"
\n",
" \n",
" drip_ship_lvo_mt_added_mrs<=2 | \n",
" 0.17 | \n",
" 0.17 | \n",
" 0.11 | \n",
"
\n",
" \n",
" mothership_nlvo_ivt_added_mrs<=2 | \n",
" 0.11 | \n",
" 0.11 | \n",
" 0.11 | \n",
"
\n",
" \n",
" mothership_lvo_ivt_added_mrs<=2 | \n",
" 0.04 | \n",
" 0.04 | \n",
" 0.04 | \n",
"
\n",
" \n",
" mothership_lvo_mt_added_mrs<=2 | \n",
" 0.17 | \n",
" 0.17 | \n",
" 0.17 | \n",
"
\n",
" \n",
" weighted_drip_ship_added_utility | \n",
" 0.031414 | \n",
" 0.031311 | \n",
" 0.025895 | \n",
"
\n",
" \n",
" weighted_mothership_added_utility | \n",
" 0.031414 | \n",
" 0.031311 | \n",
" 0.031311 | \n",
"
\n",
" \n",
" weighted_drip_ship_added_mrs<=2 | \n",
" 0.03305 | \n",
" 0.03305 | \n",
" 0.02705 | \n",
"
\n",
" \n",
" weighted_mothership_added_mrs<=2 | \n",
" 0.03305 | \n",
" 0.03305 | \n",
" 0.03305 | \n",
"
\n",
" \n",
" weighted_drip_ship_mean_shift | \n",
" -0.1643 | \n",
" -0.16315 | \n",
" -0.1343 | \n",
"
\n",
" \n",
" weighted_mothership_mean_shift | \n",
" -0.1643 | \n",
" -0.16315 | \n",
" -0.16315 | \n",
"
\n",
" \n",
" LSOA_predicted_admissions | \n",
" 2.550427 | \n",
" 2.550427 | \n",
" 2.550427 | \n",
"
\n",
" \n",
"