systemcatch

# Find 5 years of data for Federal oil & gas production in the Gulf of Mexico.

gulf_category = Category(296728).get_info()

# Find all child series and make a list of them.
gulf_childseries = gulf_category['category']['childseries']
gulf_series_ids = [i['series_id'] for i in gulf_childseries]

data = MultiSeries(gulf_series_ids).last(5)

systemcatch

{"d":{"d_1000":0,"d_1001":0,"d_1002":0,"d_1003":0,"d_1004":0,"d_1005":0,"d_1006":0,"d_1007":0,"d_1008":0,"d_1009":0,
      "d_1010":0,"d_1011":0,"d_1012":0,"d_1013":0,"d_1014":0,"d_1015":0,"d_1016":0,"d_1017":0,"d_1018":0,"d_1019":0,
      "d_1020":0,"d_1021":0,"d_1022":0,"d_1023":0,"d_1024":0,"d_1025":0,"d_1026":0,"d_1027":195,"d_1028":0,"d_1029":198.6,
      "d_1030":393.6,"d_1031":7,"d_1032":14,"d_1033":14.8,"d_1034":16,"d_1035":0,"d_1036":21,"d_1037":0,"d_1038":0,"d_1039":0,
      "d_1040":20,"d_1041":15,"d_1042":15,"d_1043":122.8,"d_1044":0,"d_1045":0,"d_1046":0,"d_1047":0,"d_1048":85,"d_1049":0,
      "d_1050":0,"d_1051":24,"d_1052":79.3,"d_1053":0,"d_1054":0,"d_1055":51.1,"d_1056":11.4,"d_1057":10.3,"d_1058":0,"d_1059":0,
      "d_1060":16.2,"d_1061":20.4,"d_1062":58.3,"d_1063":5,"d_1064":0,"d_1065":45,"d_1066":44,"d_1067":13,"d_1068":17.9,
      "d_1069":0,"d_1070":0,"d_1071":0.6,"d_1072":76.7,"d_1073":25.4,"d_1074":54.1,"d_1075":0,"d_1076":76.9,"d_1077":81.9,
      "d_1078":78.4,"d_1079":77.4,"d_1080

systemcatch

thermal_plants = {
  "Taltal 2 GNL": "",
  "Taltal 2": "",
  "Taltal 2 Diesel": "",
  "Taltal 1 GNL": "",
  "Taltal 1": "",
  "Taltal 1 Diesel": "",
  "Diego de Almagro": "",
  "El Salvador": "",
  "Guacolda 1": "",

systemcatch

def validate(data, **kwargs):
    """
    Validates a production datapoint based on given constraints.
    By default this will change type values that are negative to None.
    If the datapoint is found to be invalid then the production key
    is changed to the following.

    data['production'] = None

    Optional Arguments:

systemcatch

Luzon = {
'1SUAL_G01': 'coal',
'3ILIJAN_G02': 'gas',
'3ILIJAN_G01': 'gas',
'3QPPL_G01': 'coal',
'1MARVEL_G02': 'coal',
'3PAGBIL_G01': 'coal',
'3CALACA_G02': 'coal',
'3CALACA_G01': 'coal',
'1MSINLO_G02': 'coal',

systemcatch

power_plants = {
                 'Aeroenergía': 'wind',
                 'Altamira': 'wind',
                 'Angostura': 'hydro',
                 'Arenal': 'hydro',
                 'Balsa Inferior': 'hydro',
                 'Barranca': 'unknown',
                 'Barro Morado': 'geothermal',
                 'Bijagua': 'hydro',
                 'Birris12': 'hydro',