{ "solution_0": { "solution": { "media_params": { "Broadcast TV": { "spend_col": "tv_broadcast_spend", "metric_col": "tv_broadcast_grp", "half_life": 1.5125527782612616, "penetration": 0.7306710045225968, "scale": 6661261.92832161, "shape": 2.8161330383341983, "coeff": 0.04000000000000001 }, "Cable TV": { "spend_col": "tv_cable_spend", "metric_col": "tv_cable_grp", "half_life": 1.0115283431416273, "penetration": 0.8645370354816814, "scale": 6904015.732432723, "shape": 0.38530421046089125, "coeff": 0.04000000069639975 }, "Connected & OTT TV": { "spend_col": "stream_video_spend", "metric_col": "stream_video_imp", "half_life": 0.5387407126474395, "penetration": 0.37479811952034575, "scale": 52395243.68927538, "shape": 0.9891886048110367, "coeff": 0.06999999999999999 }, "Video": { "spend_col": "olv_spend", "metric_col": "olv_imp", "half_life": 0.9628402347042399, "penetration": 0.1339338890582195, "scale": 2404356.5978383864, "shape": 1.7605314295228363, "coeff": 0.04000000000026293 }, "Display Prospecting": { "spend_col": "disp_prospect_spend", "metric_col": "disp_prospect_imp", "half_life": 0.3185770016152706, "penetration": 0.1470527101992185, "scale": 65218855.319753565, "shape": 2.2826537278140124, "coeff": 0.9999999999999999 }, "Display Retargeting": { "spend_col": "disp_retarget_spend", "metric_col": "disp_retarget_imp", "half_life": 0.19649840139877658, "penetration": 0.2136738043476821, "scale": 52456194.86356406, "shape": 1.1049988693888833, "coeff": 0.9999999999999999 }, "Social Prospecting": { "spend_col": "social_prospect_spend", "metric_col": "social_prospect_imp", "half_life": 0.23348992868088775, "penetration": 0.23170623958443773, "scale": 18416.13907661135, "shape": 2.7416996439407058, "coeff": 0.04000000000027258 }, "Social Retargeting": { "spend_col": "social_retarget_spend", "metric_col": "social_retarget_imp", "half_life": 0.311145083025538, "penetration": 0.07864050141293169, "scale": 5734521.583224347, "shape": 2.12760192364264, "coeff": 0.09999999999999999 }, "Search Brand": { "spend_col": "search_brand_spend", "metric_col": "search_brand_imp", "half_life": 0.6410768184353358, "penetration": 0.9478746429718543, "scale": 64091.710880368904, "shape": 1.8822844845279567, "coeff": 0.008000000000010674 }, "Search Non-brand": { "spend_col": "search_nonbrand_spend", "metric_col": "search_nonbrand_imp", "half_life": 0.021077826067475037, "penetration": 0.9970358969389862, "scale": 20075934.15955288, "shape": 1.0095598649180348, "coeff": 0.17500000000000002 }, "Digital Partners": { "spend_col": "cm_spend", "metric_col": "cm_spend", "half_life": 0.035288031130940034, "penetration": 0.7900892706847193, "scale": 16774246.211700687, "shape": 0.7709184982171291, "coeff": 0.5199999999999999 }, "Audio": { "spend_col": "audio_spend", "metric_col": "audio_imp", "half_life": 0.2825119018286497, "penetration": 0.5297375597273687, "scale": 2068888.3017906512, "shape": 1.801467700171006, "coeff": 0.018000000000031005 }, "Email": { "spend_col": "email_spend", "metric_col": "email_imp", "half_life": 0.27709327146939394, "penetration": 0.3730988846104394, "scale": 4565323.224523856, "shape": 0.4019891584296605, "coeff": 0.015000000000000001 } }, "control_params": { "Unemployment": { "metric_col": "unemp", "coeff": 1.7500000000000413 }, "Competitors spending": { "metric_col": "comp_spend_log", "coeff": -0.2650000008161444 } }, "other_params": { "Trend": { "coeff": 1.0639086682507188 }, "Seasonality": { "coeff": 0.9338025000581551 }, "Intercept": { "coeff": -0.9999999999990916 } } }, "Base-Media": "Base : Media = 51% : 49%.", "Best_Soln": false } }