HotelPricingOptimizer / synthetic_booking_data.csv
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hotel_name,month,bookings,avg_nightly_rate,revenue
The Grand Palace,2024-10-31 16:02:25.186500,238,369.43,87924.89
The Grand Palace,2024-11-30 16:02:25.186500,267,366.37,97820.67
The Grand Palace,2024-12-31 16:02:25.186500,238,402.08,95693.95
The Grand Palace,2025-01-31 16:02:25.186500,281,368.97,103679.51
The Grand Palace,2025-02-28 16:02:25.186500,320,369.1,118111.27
The Grand Palace,2025-03-31 16:02:25.186500,391,385.85,150868.28
The Grand Palace,2025-04-30 16:02:25.186500,384,372.47,143028.08
The Grand Palace,2025-05-31 16:02:25.186500,347,387.05,134306.11
The Grand Palace,2025-06-30 16:02:25.186500,358,374.1,133928.61
The Grand Palace,2025-07-31 16:02:25.186500,329,373.72,122952.59
The Grand Palace,2025-08-31 16:02:25.186500,284,394.84,112135.01
The Grand Palace,2025-09-30 16:02:25.186500,278,371.33,103230.76
The Grand Palace,2025-10-31 16:02:25.186500,272,355.7,96751.37
The Grand Palace,2025-11-30 16:02:25.186500,304,349.03,106105.05
The Grand Palace,2025-12-31 16:02:25.186500,330,373.54,123267.17
The Grand Palace,2026-01-31 16:02:25.186500,312,354.49,110600.0
The Grand Palace,2026-02-28 16:02:25.186500,402,386.42,155342.17
The Grand Palace,2026-03-31 16:02:25.186500,399,377.66,150687.58
Azure Seaside Resort,2024-10-31 16:02:25.193002,244,397.51,96993.55
Azure Seaside Resort,2024-11-30 16:02:25.193002,245,402.68,98655.97
Azure Seaside Resort,2024-12-31 16:02:25.193002,278,360.59,100244.75
Azure Seaside Resort,2025-01-31 16:02:25.193002,320,377.38,120762.51
Azure Seaside Resort,2025-02-28 16:02:25.193002,351,387.86,136139.61
Azure Seaside Resort,2025-03-31 16:02:25.193002,322,358.18,115333.21
Azure Seaside Resort,2025-04-30 16:02:25.193002,405,398.18,161262.38
Azure Seaside Resort,2025-05-31 16:02:25.193002,342,361.25,123548.21
Azure Seaside Resort,2025-06-30 16:02:25.193002,317,353.91,112188.92
Azure Seaside Resort,2025-07-31 16:02:25.193002,362,364.26,131863.38
Azure Seaside Resort,2025-08-31 16:02:25.193002,336,373.28,125422.59
Azure Seaside Resort,2025-09-30 16:02:25.193002,316,364.01,115027.71
Azure Seaside Resort,2025-10-31 16:02:25.193002,275,403.29,110905.66
Azure Seaside Resort,2025-11-30 16:02:25.193002,326,380.39,124008.34
Azure Seaside Resort,2025-12-31 16:02:25.193002,318,353.21,112319.31
Azure Seaside Resort,2026-01-31 16:02:25.193002,313,386.89,121095.45
Azure Seaside Resort,2026-02-28 16:02:25.193002,355,353.08,125343.75
Azure Seaside Resort,2026-03-31 16:02:25.193002,361,409.47,147818.6
Mountain Peak Lodge,2024-10-31 16:02:25.193963,235,362.56,85202.18
Mountain Peak Lodge,2024-11-30 16:02:25.193963,263,348.65,91693.72
Mountain Peak Lodge,2024-12-31 16:02:25.193963,300,339.65,101895.63
Mountain Peak Lodge,2025-01-31 16:02:25.193963,303,352.41,106781.59
Mountain Peak Lodge,2025-02-28 16:02:25.193963,325,335.15,108924.77
Mountain Peak Lodge,2025-03-31 16:02:25.193963,377,338.36,127561.94
Mountain Peak Lodge,2025-04-30 16:02:25.193963,341,339.28,115694.78
Mountain Peak Lodge,2025-05-31 16:02:25.193963,404,351.79,142121.5
Mountain Peak Lodge,2025-06-30 16:02:25.193963,332,346.64,115084.96
Mountain Peak Lodge,2025-07-31 16:02:25.193963,313,311.52,97504.95
Mountain Peak Lodge,2025-08-31 16:02:25.193963,321,373.71,119961.54
Mountain Peak Lodge,2025-09-30 16:02:25.193963,256,378.79,96971.16
Mountain Peak Lodge,2025-10-31 16:02:25.193963,308,337.51,103952.98
Mountain Peak Lodge,2025-11-30 16:02:25.193963,300,363.23,108968.58
Mountain Peak Lodge,2025-12-31 16:02:25.193963,347,358.38,124356.81
Mountain Peak Lodge,2026-01-31 16:02:25.193963,363,341.23,123865.67
Mountain Peak Lodge,2026-02-28 16:02:25.193963,416,345.1,143559.82
Mountain Peak Lodge,2026-03-31 16:02:25.193963,392,367.33,143991.62
City Lights Hotel,2024-10-31 16:02:25.194781,182,390.74,71114.65
City Lights Hotel,2024-11-30 16:02:25.194781,240,443.3,106390.8
City Lights Hotel,2024-12-31 16:02:25.194781,266,443.2,117891.56
City Lights Hotel,2025-01-31 16:02:25.194781,251,409.55,102796.49
City Lights Hotel,2025-02-28 16:02:25.194781,317,403.0,127751.07
City Lights Hotel,2025-03-31 16:02:25.194781,321,414.11,132927.74
City Lights Hotel,2025-04-30 16:02:25.194781,336,396.94,133372.44
City Lights Hotel,2025-05-31 16:02:25.194781,310,434.94,134830.63
City Lights Hotel,2025-06-30 16:02:25.194781,281,445.67,125234.62
City Lights Hotel,2025-07-31 16:02:25.194781,279,425.92,118832.36
City Lights Hotel,2025-08-31 16:02:25.194781,226,385.13,87039.24
City Lights Hotel,2025-09-30 16:02:25.194781,245,457.17,112007.46
City Lights Hotel,2025-10-31 16:02:25.194781,274,433.57,118798.59
City Lights Hotel,2025-11-30 16:02:25.194781,252,428.33,107937.91
City Lights Hotel,2025-12-31 16:02:25.194781,295,389.3,114844.87
City Lights Hotel,2026-01-31 16:02:25.194781,351,421.03,147780.42
City Lights Hotel,2026-02-28 16:02:25.194781,322,424.34,136638.81
City Lights Hotel,2026-03-31 16:02:25.194781,357,425.64,151953.3
Royal Garden Suites,2024-10-31 16:02:25.195498,73,182.72,13338.8
Royal Garden Suites,2024-11-30 16:02:25.195498,65,178.31,11590.16
Royal Garden Suites,2024-12-31 16:02:25.195498,71,165.98,11784.53
Royal Garden Suites,2025-01-31 16:02:25.195498,75,165.13,12384.7
Royal Garden Suites,2025-02-28 16:02:25.195498,84,165.04,13863.78
Royal Garden Suites,2025-03-31 16:02:25.195498,77,180.36,13887.55
Royal Garden Suites,2025-04-30 16:02:25.195498,97,181.71,17626.08
Royal Garden Suites,2025-05-31 16:02:25.195498,91,181.25,16493.41
Royal Garden Suites,2025-06-30 16:02:25.195498,88,165.39,14553.98
Royal Garden Suites,2025-07-31 16:02:25.195498,75,161.16,12086.86
Royal Garden Suites,2025-08-31 16:02:25.195498,71,174.31,12375.96
Royal Garden Suites,2025-09-30 16:02:25.195498,61,177.67,10837.8
Royal Garden Suites,2025-10-31 16:02:25.195498,72,175.4,12628.59
Royal Garden Suites,2025-11-30 16:02:25.195498,55,180.32,9917.51
Royal Garden Suites,2025-12-31 16:02:25.195498,58,180.75,10483.51
Royal Garden Suites,2026-01-31 16:02:25.195498,72,184.49,13283.62
Royal Garden Suites,2026-02-28 16:02:25.195498,79,180.42,14253.2
Royal Garden Suites,2026-03-31 16:02:25.195498,98,159.57,15637.55
The Ivory Tower,2024-10-31 16:02:25.196294,169,360.13,60862.78
The Ivory Tower,2024-11-30 16:02:25.196294,185,329.69,60992.6
The Ivory Tower,2024-12-31 16:02:25.196294,237,331.74,78622.87
The Ivory Tower,2025-01-31 16:02:25.196294,214,353.28,75601.58
The Ivory Tower,2025-02-28 16:02:25.196294,241,371.43,89514.6
The Ivory Tower,2025-03-31 16:02:25.196294,259,340.26,88126.85
The Ivory Tower,2025-04-30 16:02:25.196294,284,324.46,92145.99
The Ivory Tower,2025-05-31 16:02:25.196294,266,363.11,96586.92
The Ivory Tower,2025-06-30 16:02:25.196294,269,336.67,90565.45
The Ivory Tower,2025-07-31 16:02:25.196294,230,335.23,77102.48
The Ivory Tower,2025-08-31 16:02:25.196294,243,301.45,73251.31
The Ivory Tower,2025-09-30 16:02:25.196294,255,339.84,86660.36
The Ivory Tower,2025-10-31 16:02:25.196294,245,352.37,86331.13
The Ivory Tower,2025-11-30 16:02:25.196294,240,324.85,77964.58
The Ivory Tower,2025-12-31 16:02:25.196294,275,357.23,98238.81
The Ivory Tower,2026-01-31 16:02:25.196294,295,324.19,95637.32
The Ivory Tower,2026-02-28 16:02:25.196294,308,331.22,102015.18
The Ivory Tower,2026-03-31 16:02:25.196294,329,325.18,106983.12
Sunset Bay Resort,2024-10-31 16:02:25.197016,268,269.54,72235.63
Sunset Bay Resort,2024-11-30 16:02:25.197016,261,256.61,66976.3
Sunset Bay Resort,2024-12-31 16:02:25.197016,315,283.23,89217.4
Sunset Bay Resort,2025-01-31 16:02:25.197016,341,263.42,89826.09
Sunset Bay Resort,2025-02-28 16:02:25.197016,373,249.63,93111.13
Sunset Bay Resort,2025-03-31 16:02:25.197016,408,249.17,101660.13
Sunset Bay Resort,2025-04-30 16:02:25.197016,366,264.53,96819.16
Sunset Bay Resort,2025-05-31 16:02:25.197016,421,268.21,112917.0
Sunset Bay Resort,2025-06-30 16:02:25.197016,408,265.1,108160.55
Sunset Bay Resort,2025-07-31 16:02:25.197016,364,255.6,93037.78
Sunset Bay Resort,2025-08-31 16:02:25.197016,361,271.97,98182.56
Sunset Bay Resort,2025-09-30 16:02:25.197016,326,238.96,77901.53
Sunset Bay Resort,2025-10-31 16:02:25.197016,374,250.21,93579.69
Sunset Bay Resort,2025-11-30 16:02:25.197016,363,259.92,94352.63
Sunset Bay Resort,2025-12-31 16:02:25.197016,378,268.85,101623.92
Sunset Bay Resort,2026-01-31 16:02:25.197016,346,263.86,91295.17
Sunset Bay Resort,2026-02-28 16:02:25.197016,413,244.3,100897.09
Sunset Bay Resort,2026-03-31 16:02:25.197016,454,272.15,123556.29
Heritage Grand Hotel,2024-10-31 16:02:25.197728,210,346.1,72680.65
Heritage Grand Hotel,2024-11-30 16:02:25.197728,222,372.47,82687.86
Heritage Grand Hotel,2024-12-31 16:02:25.197728,212,367.07,77818.47
Heritage Grand Hotel,2025-01-31 16:02:25.197728,263,371.21,97627.34
Heritage Grand Hotel,2025-02-28 16:02:25.197728,256,345.22,88376.95
Heritage Grand Hotel,2025-03-31 16:02:25.197728,266,376.3,100096.34
Heritage Grand Hotel,2025-04-30 16:02:25.197728,268,338.33,90671.13
Heritage Grand Hotel,2025-05-31 16:02:25.197728,253,361.87,91554.16
Heritage Grand Hotel,2025-06-30 16:02:25.197728,252,336.57,84815.64
Heritage Grand Hotel,2025-07-31 16:02:25.197728,245,370.31,90725.54
Heritage Grand Hotel,2025-08-31 16:02:25.197728,224,340.19,76202.23
Heritage Grand Hotel,2025-09-30 16:02:25.197728,222,376.17,83509.77
Heritage Grand Hotel,2025-10-31 16:02:25.197728,182,325.68,59273.4
Heritage Grand Hotel,2025-11-30 16:02:25.197728,245,333.63,81739.97
Heritage Grand Hotel,2025-12-31 16:02:25.197728,212,352.75,74782.11
Heritage Grand Hotel,2026-01-31 16:02:25.197728,265,358.9,95107.22
Heritage Grand Hotel,2026-02-28 16:02:25.197728,283,381.28,107903.55
Heritage Grand Hotel,2026-03-31 16:02:25.197728,294,359.43,105671.48
The Crystal Pavilion,2024-10-31 16:02:25.198417,287,363.0,104179.98
The Crystal Pavilion,2024-11-30 16:02:25.198417,256,339.86,87004.93
The Crystal Pavilion,2024-12-31 16:02:25.198417,296,331.82,98220.17
The Crystal Pavilion,2025-01-31 16:02:25.198417,310,355.72,110274.57
The Crystal Pavilion,2025-02-28 16:02:25.198417,357,333.48,119050.73
The Crystal Pavilion,2025-03-31 16:02:25.198417,386,314.09,121237.93
The Crystal Pavilion,2025-04-30 16:02:25.198417,377,337.31,127167.03
The Crystal Pavilion,2025-05-31 16:02:25.198417,405,331.68,134329.75
The Crystal Pavilion,2025-06-30 16:02:25.198417,398,322.85,128495.83
The Crystal Pavilion,2025-07-31 16:02:25.198417,311,348.3,108321.64
The Crystal Pavilion,2025-08-31 16:02:25.198417,309,346.84,107174.12
The Crystal Pavilion,2025-09-30 16:02:25.198417,308,347.25,106951.53
The Crystal Pavilion,2025-10-31 16:02:25.198417,312,383.47,119642.66
The Crystal Pavilion,2025-11-30 16:02:25.198417,338,335.87,113523.68
The Crystal Pavilion,2025-12-31 16:02:25.198417,363,302.84,109930.43
The Crystal Pavilion,2026-01-31 16:02:25.198417,360,333.87,120193.48
The Crystal Pavilion,2026-02-28 16:02:25.198417,409,335.03,137029.09
The Crystal Pavilion,2026-03-31 16:02:25.198417,422,351.04,148138.77
Lakeside Retreat,2024-10-31 16:02:25.199138,266,426.97,113574.58
Lakeside Retreat,2024-11-30 16:02:25.199138,258,416.77,107527.86
Lakeside Retreat,2024-12-31 16:02:25.199138,226,424.05,95834.23
Lakeside Retreat,2025-01-31 16:02:25.199138,288,456.72,131534.8
Lakeside Retreat,2025-02-28 16:02:25.199138,317,418.05,132521.18
Lakeside Retreat,2025-03-31 16:02:25.199138,311,433.01,134664.93
Lakeside Retreat,2025-04-30 16:02:25.199138,369,410.99,151653.61
Lakeside Retreat,2025-05-31 16:02:25.199138,339,422.93,143373.71
Lakeside Retreat,2025-06-30 16:02:25.199138,315,425.47,134021.49
Lakeside Retreat,2025-07-31 16:02:25.199138,316,425.11,134334.58
Lakeside Retreat,2025-08-31 16:02:25.199138,278,430.22,119602.32
Lakeside Retreat,2025-09-30 16:02:25.199138,289,410.49,118631.09
Lakeside Retreat,2025-10-31 16:02:25.199138,303,427.37,129493.66
Lakeside Retreat,2025-11-30 16:02:25.199138,290,465.2,134908.31
Lakeside Retreat,2025-12-31 16:02:25.199138,289,415.09,119962.35
Lakeside Retreat,2026-01-31 16:02:25.199138,308,451.16,138957.37
Lakeside Retreat,2026-02-28 16:02:25.199138,370,480.39,177745.43
Lakeside Retreat,2026-03-31 16:02:25.199138,365,429.32,156702.23