add time of day flight data; fix bug in time of day analysis

.gitignore

@@ -175,5 +175,3 @@ data/external/etc/od_20241015_sandag_airport_pilot_4.xlsx
 data/external/etc/od_20241121_sandag_airport_draftfinal.xlsx
 data/external/sdia/SAN Daily Arrivals 9.30 - 12.2.2024.xlsx
 data/external/sdia/SAN Daily Departures 9.30 - 12.2 2024.xls
-data/external/sdia/san-daily-arrivals-sept-and-oct-2024-as-csv.csv
-data/external/sdia/san-daily-departures-sept-and-oct-2024-as-csv.csv

data/interim/compare-flight-time-of-day.csv

@@ -1,26 +1,67 @@
-time_interval,observed_mean_arrival_seats,observed_mean_departure_seats,time_index,survey_arrivals,survey_arrivals_observations,survey_departures,survey_departures_observations,time_label
-"(630, 700]",232.0,1599.03125,4,7.241261997400231,2,159.3319209063778,12,SIX_THIRTY_TO_SEVEN
-"(700, 730]",794.375,1285.53125,5,14.12753613203672,9,138.33574368233332,52,SEVEN_TO_SEVEN_THIRTY
-"(730, 800]",1117.5,2680.28125,6,65.54484414374099,6,89.36987124016333,40,SEVEN_THIRTY_TO_EIGHT
-"(800, 830]",976.46875,1063.40625,7,8.484612356631942,7,2216.9516402904233,314,EIGHT_TO_EIGHT_THIRTY
-"(830, 900]",954.46875,1593.6875,8,77.31699473069321,6,2244.515197255306,254,EIGHT_THIRTY_TO_NINE
-"(900, 930]",1422.84375,1010.875,9,20.166917961517257,9,1967.7844934081868,404,NINE_TO_NINE_THIRTY
-"(930, 1000]",1466.125,1459.59375,10,21.394654653129404,14,2874.170357635597,294,NINE_THIRTY_TO_TEN
-"(1000, 1030]",2279.75,1213.25,11,63.307047634819966,14,1556.1837047965405,480,TEN_TO_TEN_THIRTY
-"(1030, 1100]",1235.65625,1934.625,12,153.92932757296887,13,2567.439176000626,412,TEN_THIRTY_TO_ELEVEN
-"(1100, 1130]",1578.59375,1825.21875,13,2.3578862158960208,2,2769.2843760276437,516,ELEVEN_TO_ELEVEN_THIRTY
-"(1130, 1200]",2125.40625,1236.71875,14,100.04605181332256,13,1311.0093607742067,318,ELEVEN_THIRTY_TO_NOON
-"(1200, 1230]",1401.5625,974.96875,15,438.9863014283372,9,1988.649173901867,314,NOON_TO_TWELVE_THIRTY
-"(1230, 1300]",1292.4375,2565.5625,16,2.3578862158960208,7,2763.792882686695,448,TWELVE_THIRTY_TO_THIRTEEN
-"(1300, 1330]",1067.46875,1349.75,17,23.848413575101773,11,2481.4884296276746,446,THIRTEEN_TO_THIRTEEN_THIRTY
-"(1330, 1400]",1038.4375,1543.84375,18,14.936869918854665,7,2586.519294358943,294,THIRTEEN_THIRTY_TO_FOURTEEN
-"(1400, 1430]",1257.40625,1088.96875,19,4.7157724317920415,10,1347.942492979753,366,FOURTEEN_TO_FOURTEEN_THIRTY
-"(1430, 1500]",908.875,778.0,20,7.241261997400231,6,2421.0084597795185,320,FOURTEEN_THIRTY_TO_FIFTEEN
-"(1500, 1530]",1622.28125,1249.6875,21,118.83181224408739,7,2620.7294294191142,352,FIFTEEN_TO_FIFTEEN_THIRTY
-"(1530, 1600]",1399.1875,875.96875,22,3.681495613584517,6,2362.3043160005473,230,FIFTEEN_THIRTY_TO_SIXTEEN
-"(1600, 1630]",844.875,747.25,23,150.49403200393607,6,2471.17730419335,364,SIXTEEN_TO_SIXTEEN_THIRTY
-"(1630, 1700]",863.59375,1679.3870967741937,24,0.0,1,1320.5280331026731,218,SIXTEEN_THIRTY_TO_SEVENTEEN
-"(1700, 1730]",981.96875,1257.516129032258,25,0.0,3,1033.1033039292815,260,SEVENTEEN_TO_SEVENTEEN_THIRTY
-"(1730, 1800]",1067.65625,801.258064516129,26,0.0,2,500.0061354249127,114,SEVENTEEN_THIRTY_TO_EIGHTEEN
-"(1830, 1900]",1844.5625,1081.6875,28,4.7157724317920415,3,1374.566355955975,238,EIGHTEEN_THIRTY_TO_NINETEEN
-"(2200, 2230]",1115.15625,936.875,35,14.12753613203672,1,126.09296368977829,74,TWENTY_TWO_TO_TWENTY_TWO_THIRTY
+time_interval,terminal,observed_mean_arrival_seats,observed_mean_departure_seats,time_index,survey_arrivals,survey_arrivals_observations,survey_departures,survey_departures_observations,time_label
+"(600.0, 630.0]",2,0.0,0.0,3,2.3578862158960208,3.0,19.88849805944846,4.0,SIX_TO_SIX_THIRTY
+"(630.0, 700.0]",1,232.0,665.15625,4,0.0,0.0,0.0,0.0,SIX_THIRTY_TO_SEVEN
+"(630.0, 700.0]",2,0.0,0.0,4,7.241261997400231,2.0,151.45814788066207,8.0,SIX_THIRTY_TO_SEVEN
+"(700.0, 730.0]",1,634.9047619047619,506.34375,5,14.12753613203672,5.0,54.91627454148906,8.0,SEVEN_TO_SEVEN_THIRTY
+"(700.0, 730.0]",2,377.71875,779.1875,5,0.0,4.0,83.41946914084426,44.0,SEVEN_TO_SEVEN_THIRTY
+"(730.0, 800.0]",1,747.59375,917.78125,6,0.0,3.0,7.873773025715744,4.0,SEVEN_THIRTY_TO_EIGHT
+"(730.0, 800.0]",2,381.83870967741933,1762.5,6,65.54484414374099,3.0,81.49609821444758,36.0,SEVEN_THIRTY_TO_EIGHT
+"(800.0, 830.0]",1,454.21875,467.84375,7,0.0,0.0,0.0,0.0,EIGHT_TO_EIGHT_THIRTY
+"(800.0, 830.0]",2,522.25,595.5625,7,8.484612356631942,7.0,2201.204094238992,300.0,EIGHT_TO_EIGHT_THIRTY
+"(830.0, 900.0]",1,494.3125,774.5625,8,0.0,0.0,0.0,0.0,EIGHT_THIRTY_TO_NINE
+"(830.0, 900.0]",2,460.15625,819.125,8,77.31699473069321,6.0,1941.6368295293016,234.0,EIGHT_THIRTY_TO_NINE
+"(900.0, 930.0]",1,655.84375,486.90625,9,17.809031745621237,5.0,420.0856230009961,48.0,NINE_TO_NINE_THIRTY
+"(900.0, 930.0]",2,767.0,523.96875,9,2.3578862158960208,4.0,1547.6988704071907,356.0,NINE_TO_NINE_THIRTY
+"(930.0, 1000.0]",1,423.6875,715.125,10,0.0,5.0,1010.5138733843902,40.0,NINE_THIRTY_TO_TEN
+"(930.0, 1000.0]",2,1042.4375,744.46875,10,21.394654653129404,9.0,1863.6564842512068,254.0,NINE_THIRTY_TO_TEN
+"(1000.0, 1030.0]",1,1092.53125,406.34375,11,35.618063491242474,6.0,298.44439608346653,58.0,TEN_TO_TEN_THIRTY
+"(1000.0, 1030.0]",2,1187.21875,806.90625,11,27.688984143577496,8.0,1257.7393087130738,422.0,TEN_TO_TEN_THIRTY
+"(1030.0, 1100.0]",1,603.40625,683.5625,12,115.06541144245348,7.0,442.630384273221,82.0,TEN_THIRTY_TO_ELEVEN
+"(1030.0, 1100.0]",2,632.25,1251.0625,12,38.863916130515406,6.0,2124.8087917274047,330.0,TEN_THIRTY_TO_ELEVEN
+"(1100.0, 1130.0]",1,441.4375,879.34375,13,0.0,1.0,438.300206203644,88.0,ELEVEN_TO_ELEVEN_THIRTY
+"(1100.0, 1130.0]",2,1137.15625,945.875,13,2.3578862158960208,1.0,2330.9841698239998,428.0,ELEVEN_TO_ELEVEN_THIRTY
+"(1130.0, 1200.0]",1,549.78125,479.03125,14,44.34172547211067,2.0,633.7639209541015,70.0,ELEVEN_THIRTY_TO_NOON
+"(1130.0, 1200.0]",2,1575.625,757.6875,14,55.70432634121189,11.0,677.2454398201053,248.0,ELEVEN_THIRTY_TO_NOON
+"(1200.0, 1230.0]",1,674.53125,419.25,15,419.9495329911038,4.0,1522.9258455034767,112.0,NOON_TO_TWELVE_THIRTY
+"(1200.0, 1230.0]",2,727.03125,555.71875,15,19.036768437233384,5.0,465.7233283983903,202.0,NOON_TO_TWELVE_THIRTY
+"(1230.0, 1300.0]",1,530.875,614.0,16,0.0,2.0,878.2952133441222,112.0,TWELVE_THIRTY_TO_THIRTEEN
+"(1230.0, 1300.0]",2,761.5625,1951.5625,16,2.3578862158960208,5.0,1885.4976693425729,336.0,TWELVE_THIRTY_TO_THIRTEEN
+"(1300.0, 1330.0]",1,692.09375,719.375,17,21.490527359205753,6.0,1180.2348288997844,128.0,THIRTEEN_TO_THIRTEEN_THIRTY
+"(1300.0, 1330.0]",2,375.375,630.375,17,2.3578862158960208,5.0,1301.2536007278904,318.0,THIRTEEN_TO_THIRTEEN_THIRTY
+"(1330.0, 1400.0]",1,604.59375,538.03125,18,10.221097487062623,4.0,1010.7704220094507,94.0,THIRTEEN_THIRTY_TO_FOURTEEN
+"(1330.0, 1400.0]",2,433.84375,1005.8125,18,4.7157724317920415,3.0,1575.7488723494926,200.0,THIRTEEN_THIRTY_TO_FOURTEEN
+"(1400.0, 1430.0]",1,781.875,376.15625,19,0.0,3.0,670.3464731590709,120.0,FOURTEEN_TO_FOURTEEN_THIRTY
+"(1400.0, 1430.0]",2,475.53125,712.8125,19,4.7157724317920415,7.0,677.5960198206822,246.0,FOURTEEN_TO_FOURTEEN_THIRTY
+"(1430.0, 1500.0]",1,385.8125,531.1875,20,0.0,0.0,0.0,0.0,FOURTEEN_THIRTY_TO_FIFTEEN
+"(1430.0, 1500.0]",2,523.0625,254.7741935483871,20,7.241261997400231,6.0,959.1439284174136,204.0,FOURTEEN_THIRTY_TO_FIFTEEN
+"(1500.0, 1530.0]",1,743.84375,722.53125,21,116.47392602819136,4.0,1502.5540288934624,100.0,FIFTEEN_TO_FIFTEEN_THIRTY
+"(1500.0, 1530.0]",2,878.4375,527.15625,21,2.3578862158960208,3.0,1118.1754005256519,252.0,FIFTEEN_TO_FIFTEEN_THIRTY
+"(1530.0, 1600.0]",1,570.03125,437.5806451612903,22,3.681495613584517,3.0,901.7194842768491,70.0,FIFTEEN_THIRTY_TO_SIXTEEN
+"(1530.0, 1600.0]",2,829.15625,452.0625,22,0.0,3.0,1460.584831723698,160.0,FIFTEEN_THIRTY_TO_SIXTEEN
+"(1600.0, 1630.0]",1,454.96774193548384,537.9629629629629,23,150.49403200393607,3.0,1701.520730697472,110.0,SIXTEEN_TO_SIXTEEN_THIRTY
+"(1600.0, 1630.0]",2,404.125,302.80645161290323,23,0.0,3.0,769.6565734958782,254.0,SIXTEEN_TO_SIXTEEN_THIRTY
+"(1630.0, 1700.0]",1,661.0625,677.0645161290323,24,0.0,0.0,0.0,0.0,SIXTEEN_THIRTY_TO_SEVENTEEN
+"(1630.0, 1700.0]",2,240.03703703703704,1002.3225806451613,24,0.0,1.0,972.5994346837064,156.0,SIXTEEN_THIRTY_TO_SEVENTEEN
+"(1700.0, 1730.0]",1,695.9375,434.80645161290323,25,0.0,2.0,234.51330410664326,36.0,SEVENTEEN_TO_SEVENTEEN_THIRTY
+"(1700.0, 1730.0]",2,286.03125,822.7096774193549,25,0.0,1.0,798.5899998226382,224.0,SEVENTEEN_TO_SEVENTEEN_THIRTY
+"(1730.0, 1800.0]",1,440.258064516129,698.483870967742,26,0.0,2.0,396.26416728532774,38.0,SEVENTEEN_THIRTY_TO_EIGHTEEN
+"(1730.0, 1800.0]",2,641.15625,167.68421052631578,26,0.0,0.0,0.0,0.0,SEVENTEEN_THIRTY_TO_EIGHTEEN
+"(1800.0, 1830.0]",1,695.34375,480.4375,27,0.0,0.0,0.0,0.0,EIGHTEEN_TO_EIGHTEEN_THIRTY
+"(1800.0, 1830.0]",2,982.625,389.4193548387097,27,0.0,0.0,0.0,0.0,EIGHTEEN_TO_EIGHTEEN_THIRTY
+"(1830.0, 1900.0]",1,507.34375,500.53125,28,0.0,0.0,0.0,0.0,EIGHTEEN_THIRTY_TO_NINETEEN
+"(1830.0, 1900.0]",2,1337.21875,581.15625,28,4.7157724317920415,3.0,875.7788388771172,194.0,EIGHTEEN_THIRTY_TO_NINETEEN
+"(1900.0, 1930.0]",1,631.875,598.8,29,0.0,0.0,0.0,0.0,NINETEEN_TO_NINETEEN_THIRTY
+"(1900.0, 1930.0]",2,1219.46875,477.0,29,0.0,0.0,0.0,0.0,NINETEEN_TO_NINETEEN_THIRTY
+"(1930.0, 2000.0]",1,393.60714285714283,424.2758620689655,30,0.0,0.0,0.0,0.0,NINETEEN_THIRTY_TO_TWENTY
+"(1930.0, 2000.0]",2,1263.34375,557.8064516129032,30,0.0,0.0,0.0,0.0,NINETEEN_THIRTY_TO_TWENTY
+"(2000.0, 2030.0]",1,583.125,451.10714285714283,31,0.0,0.0,0.0,0.0,TWENTY_TO_TWENTY_THIRTY
+"(2000.0, 2030.0]",2,1067.0625,132.61290322580646,31,0.0,0.0,0.0,0.0,TWENTY_TO_TWENTY_THIRTY
+"(2030.0, 2100.0]",1,452.96666666666664,790.6190476190476,32,0.0,0.0,0.0,0.0,TWENTY_THIRTY_TO_TWENTY_ONE
+"(2030.0, 2100.0]",2,856.53125,1026.28125,32,0.0,0.0,0.0,0.0,TWENTY_THIRTY_TO_TWENTY_ONE
+"(2100.0, 2130.0]",1,503.90625,347.32,33,0.0,0.0,0.0,0.0,TWENTY_ONE_TO_TWENTY_ONE_THIRTY
+"(2100.0, 2130.0]",2,801.40625,187.74193548387098,33,0.0,0.0,0.0,0.0,TWENTY_ONE_TO_TWENTY_ONE_THIRTY
+"(2130.0, 2200.0]",1,552.2903225806451,568.9,34,0.0,0.0,0.0,0.0,TWENTY_ONE_THIRTY_TO_TWENTY_TWO
+"(2130.0, 2200.0]",2,1146.78125,940.90625,34,0.0,0.0,0.0,0.0,TWENTY_ONE_THIRTY_TO_TWENTY_TWO
+"(2200.0, 2230.0]",1,471.125,183.14285714285714,35,0.0,0.0,0.0,0.0,TWENTY_TWO_TO_TWENTY_TWO_THIRTY
+"(2200.0, 2230.0]",2,644.03125,856.75,35,0.0,0.0,0.0,0.0,TWENTY_TWO_TO_TWENTY_TWO_THIRTY
+"(2230.0, 2300.0]",2,705.1875,413.2903225806452,36,0.0,0.0,0.0,0.0,TWENTY_TWO_THIRTY_TO_TWENTY_THREE