README_DATA_DETAILED

# This is the documentation for the DETAILED version of the CBSE 2018 Schools data. 
# The DETAILED data has the initial 25 fields of the BASIC data as well as 119 additional fields (from 7 subcategories) for 20,367 schools.

# Go to the URL http://cbseaff.nic.in/cbse_aff/schdir_Report/AppViewdir.aspx?affno=<aff_no>
# to find the raw data for a given affiliation number.


CbseSchoolDetailed extends CbseSchoolBasic {
  #############################
  ## School Location Details ##
  #############################

  # Name of the Nearest Railway Station
  # Uppercase string, cleaned of '-', 'NIL', numbers, and other spammy variants.
  # (missing 9176/20367 - 45%)
  optional string l_nearest_railway;

  # Distance to the Nearest Railway Station (in km)
  # Minimum is 0, maximum is 1000.
  # (missing 8984/20367 - 44%)
  optional float l_nearest_railway_dist;

  # Name of the Nearest Police Station
  # Uppercase string, cleaned of '-', 'NIL', numbers, and other spammy variants.
  # (missing 9176/20367 - 45%)
  optional string l_nearest_police;

  # Distance to the Nearest Police Station (in km)
  # Minimum is 0, maximum is 1000.
  # (missing 8977/20367 - 44%)
  optional float l_nearest_police_dist;

  # Name of the Nearest Nationalized Bank
  # Uppercase string, cleaned of '-', 'NIL', numbers, and other spammy variants.
  # (missing 9148/20367 - 45%)
  optional string l_nearest_bank;

  # Distance to the Nearest Nationalized Bank (in km)
  # Minimum is 0, maximum is 1000.
  # (missing 8976/20367 - 44%)
  optional float l_nearest_bank_dist;


  #############################
  ## School Nature Details   ##
  #############################

  # Category of the school
  # The gender of the students of the school.
  # e.g. Co-ed, Boys, Girls
  # (missing 589/20367 - 3%)
  optional Category n_category;
  enum Category {
    'Co-educational', # count: 18289
    'Boys', # count: 698
    'Girls' # count: 791
  }

  # Medium of instruction
  # Language that the school is taught in.
  # (missing 786/20367 - 4%)
  optional Medium n_medium;
  enum Medium {
    'English', # count: 18922
    'Hindi' # count: 659
  }

  # Type of the school, ownership-wise
  # (missing 243/20367 - 1%)
  optional Type n_school_type;
  enum Type {
    # Independent school
    'Independent', # count: 15771
    # Government school
    'Govt', # count: 1829
    # School belongs to the "Kendriya Vidyalaya Sangathan" group
    'KVS', # count: 1093
    # School belongs to the "Jawahar Navodaya Vidyalayas" group
    'JNV', # count: 590
    # Government aided school
    'Govt Aided', # count: 827
    # Aided by other sources/ Central Tibetan Schools Administration (CTSA) 
    'Aided From Other Source/CTSA' # count: 14
  }


  #################################
  ## School Enrollment Details   ##
  #################################

  # Nursery/Kindergarten/Lower Kindergarten Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 10064, 9847 / 20367 - 49, 48%)
  optional int e_nursery_sections;
  optional int e_nursery_students;

  # Class I - V (Elementary School) Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 14280, 13487 / 20367 - 70, 66%)
  optional int e_i_v_sections;
  optional int e_i_v_students;

  # Class VI - VII (Elementary School) Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 13632, 13426 / 20367 - 66, 65%)
  optional int e_vi_viii_sections;
  optional int e_vi_viii_students;

  # Class IX - X (Secondary School) Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 13471, 13414 / 20367 - 66, 65%)
  optional int e_ix_x_sections;
  optional int e_ix_x_students;

  # Class XI - XII (Senior Secondary School) Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 13485, 13416 / 20367 - 66, 65%)
  optional int e_xi_xii_sections;
  optional int e_xi_xii_students;

  # Class I Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16809, 16797 / 20367 - 82%)
  optional int e_i_sections;
  optional int e_i_students;

  # Class II Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16809, 16797 / 20367 - 82%)
  optional int e_ii_sections;
  optional int e_ii_students;

  # Class III Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16808, 16797 / 20367 - 82%)
  optional int e_iii_sections;
  optional int e_iii_students;

  # Class IV Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16808, 16797 / 20367 - 82%)
  optional int e_iv_sections;
  optional int e_iv_students;

  # Class V Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16808, 16797 / 20367 - 82%)
  optional int e_v_sections;
  optional int e_v_students;

  # Class VI Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16808, 16797 / 20367 - 82%)
  optional int e_vi_sections;
  optional int e_vi_students;

  # Class VII Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16809, 16797 / 20367 - 82%)
  optional int e_vii_sections;
  optional int e_vii_students;

  # Class VIII Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16807, 16797 / 20367 - 82%)
  optional int e_viii_sections;
  optional int e_viii_students;

  # Class IX Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16800, 16797 / 20367 - 82%)
  optional int e_ix_sections;
  optional int e_ix_students;

  # Class X Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16800, 16797 / 20367 - 82%)
  optional int e_x_sections;
  optional int e_x_students;

  # Class XI Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16798, 16797 / 20367 - 82%)
  optional int e_xi_sections;
  optional int e_xi_students;

  # Class XII Number of sections and students
  # Minimum for sections is 0, maximum 10. Minimum for students is 0, maximum 1000.
  # (missing 16799, 16797 / 20367 - 82%)
  optional int e_xii_sections;
  optional int e_xii_students;


  #####################################
  ## School Infrastructure Details   ##
  #####################################

  # Clasrooms (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10049, 10065, 10060/200367 - 49%)
  optional int i_classrooms_no;
  optional float i_classrooms_length;
  optional float i_classrooms_breadth;

  # Composite Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10029, 10043, 10040/200367 - 49%)
  optional int i_composite_lab_no;
  optional float i_composite_lab_length;
  optional float i_composite_lab_breadth;

  # Physics Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10029, 10038, 10036/200367 - 49%)
  optional int i_phy_lab_no;
  optional float i_phy_lab_length;
  optional float i_phy_lab_breadth;

  # Chemistry Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10029, 10038, 10037/200367 - 49%)
  optional int i_chem_lab_no;
  optional float i_chem_lab_length;
  optional float i_chem_lab_breadth;

  # Biology Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10029, 10040, 10038/200367 - 49%)
  optional int i_bio_lab_no;
  optional float i_bio_lab_length;
  optional float i_bio_lab_breadth;

  # Biotechnology Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 16803, 16804, 16804/200367 - 82%)
  optional int i_biotech_lab_no;
  optional float i_biotech_lab_length;
  optional float i_biotech_lab_breadth;

  # Mathematics Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10030, 10039, 10039/200367 - 49%)
  optional int i_math_lab_no;
  optional float i_math_lab_length;
  optional float i_math_lab_breadth;

  # Computer Science Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10030, 10045, 10042/200367 - 49%)
  optional int i_cs_lab_no;
  optional float i_cs_lab_length;
  optional float i_cs_lab_breadth;

  # Home Science Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10030, 10033, 10030/200367 - 49%)
  optional int i_home_lab_no;
  optional float i_home_lab_length;
  optional float i_home_lab_breadth;

  # Libraries (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10029, 10050, 10047/200367 - 49%
  optional int i_library_no;
  optional float i_library_length;
  optional float i_library_breadth;

  # Other Labs (number, avg length in m, avg breadth in m)
  # Minimum classroom number is 0, maximum 100.
  # Minimum classroom length is 0, maximum 500m.
  # Minimum classroom breadth is 0, maximum 500m.
  # (missing 10033, 10059, 10055/200367 - 49%
  optional int i_other_lab_no;
  optional float i_other_lab_length;
  optional float i_other_lab_breadth;


  ###############################
  ## School Teachers Details   ##
  ###############################

  # NTTs: Nursery Teacher Training (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10097/20367 - 49%)
  optional int t_ntts_no;
  optional int t_ntts_trained;
  optional int t_ntts_untrained;

  # PRTs: PRimary Teacher (1-5th, diploma in education) (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10097/20367 - 49%)
  optional int t_prts_no;
  optional int t_prts_trained;
  optional int t_prts_untrained;

  # TGTs: Trained Graduate Teacher (6-10th, grad in subject, B.Ed) (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10097/20367 - 49%)
  optional int t_tgts_no;
  optional int t_tgts_trained;
  optional int t_tgts_untrained;

  # Librarian (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10097/20367 - 49%)
  optional int t_librarians_no;
  optional int t_librarians_trained;
  optional int t_librarians_untrained;

  # PTIs: Physical Training Instructor (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10097/20367 - 49%)
  optional int t_ptis_no;
  optional int t_ptis_trained;
  optional int t_ptis_untrained;

  # PGTs: Post Graduate Teacher (11-12th, post grad in subject, B.Ed) (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10097/20367 - 49%)
  optional int t_pgts_no;
  optional int t_pgts_trained;
  optional int t_pgts_untrained;

  # Executive (Vice Principal/Supervisor/Head Master/Head Mistress) Teacher (number, number trained, number untrained)
  # Minimum for each of these fields is 0 and maximum 500.
  # (missing 10100/20367 - 49%)
  optional int t_exec_no;
  optional int t_exec_trained;
  optional int t_exec_untrained;

  ##############################################
  ## School Physical Infrastructure Details   ##
  ##############################################

  ##### Physical Size #####

  # Area of the school (in m^2)
  # Minumum is 0 and maximum 4*10^7
  # (missing 9973/20367 - 48%)
  optional float p_area_meter;

  # Area of the school (in acres)
  # Minumum is 0 and maximum 10,000.
  # (missing 9973/20367 - 48%)
  optional float p_area_acre;

  # Built-up area of the school (m^2)
  # Minumum is 0 and maximum 10^7
  # (missing 9965/20367 - 48%)
  optional float p_area_builtup_meter;

  # Number of sites this school has
  # (missing 9958/20367 - 48%)
  optional Sites p_num_sites;
  enum Sites {
    'ONE', # count: 9775
    'TWO', # count: 634
  }

  # Area of the playground (in m^2)
  # Minumum is 0 and maximum 4*10^7
  # (missing 9961/20367 - 48%)
  optional float p_area_playground;

  ##### Sanitary Conditions #####

  # The type of urinals
  # (missing 9571/20367 - 46%)
  optional UrinalType p_urinal_type;
  enum UrinalType {
    'flush', # count: 10122
    'dry', # count: 674
  }

  # Number of boys urinals
  # Minumum is 0 and maximum 500.
  # (missing 9586/20367 - 47%)
  optional int p_boys_urinal;

  # Number of girls urinals 
  # Minumum is 0 and maximum 500.
  # (missing 9586/20367 - 47%)
  optional int p_girls_urinal;

  # Potable Water: Whether or not (yes/no) it exists
  # (missing 9569/20367 - 46%)
  optional bool p_potable_water;

  # Official Health and Sanitary certificate: whether or not (yes/no) one exists
  # Has Certificate about health and sanitary conditions, drinking water and
  # fire safety of the school has been obtained from the competent authorities of the area?
  # (missing 9569/20367 - 46%)
  optional bool p_health_cert;


  #################################
  ## School Facilities Details   ##
  #################################

  ##### Library Facilities #####

  # Total books in the library
  # Minumum is 0 and maximum 100,000.
  # (missing 9798/20367 - 48%)
  optional int f_total_books;

  # Periodicals: number in the library
  # Minumum is 0 and maximum 25,000.
  # (missing 9795/20367 - 48%)
  optional int f_periodicals;

  # Dailies: number in the library
  # Minumum is 0 and maximum 10,000.
  # (missing 9796/20367 - 48%)
  optional int f_dailies;

  # Reference books: number in the library
  # Minumum is 0 and maximum 40,000.
  # (missing 9794/20367 - 48%)
  optional int f_reference_books;

  # Magzines: number in the library
  # Minumum is 0 and maximum 10,000.
  # (missing 9795/20367 - 48%)
  optional int f_magazine;


  ##### Sports and Games #####

  # Swimming pool: whether or not (yes/no) one exists
  # (missing 9793/20367 - 48%)
  optional bool f_swimming_pool;

  # Indoor games: whether or not (yes/no) they exist
  # (missing 9793/20367 - 48%)
  optional bool f_indoor_games;

  # Dance rooms: whether or not (yes/no) one exists
  # (missing 9793/20367 - 48%)
  optional bool f_dance_rooms;

  # Gym: whether or not (yes/no) one exists
  # (missing 9793/20367 - 48%)
  optional bool f_gym;

  # Music Rooms: whether or not (yes/no) one exists
  # (missing 9793/20367 - 48%)
  optional bool f_music_rooms;

  # Hostels: whether or not (yes/no) one exists
  # (missing 9793/20367 - 48%)
  optional bool f_hostel;

  # Health and Medical Checkup: whether or not (yes/no) this amenity exists in the school
  # (missing 9793/20367 - 48%)
  optional bool f_health_checkup;
}














CbseSchoolBasic {
  # School name
  # The name of the school in capital letters.
  required string name; 

  # Affiliation number
  # A usually 7 digit (70%) but occasionally 6 (30%) and 5 digit (2 instances) number.
  # This is a unique number for each school.
  required int aff_no;
  
  # Indian State/Union Territory or "Foreign Schools"
  # The name of the state or the string "Foreign Schools" if not from India.
  required State state;

  # Indian District (or Country if state == FOREIGN SCHOOlS)
  # FOREIGN SCHOOlS can be one of 25 countries.
  # Documentation is in README_DISTRICTS
  # (missing 2903/20367 - 14%)
  optional District district;

  # CBSE Region
  # The CBSE office this school is under the jurisdiction of.
  # FOREIGN SCHOOLS falls under the DELHI jurisdiction.
  requiered CbseRegion region;

  # Postal Address
  # The postal address of the school in all caps.
  required string address;

  # Pincode.
  # The Indian pincode of the school, usually empty for foreign schools.
  # (missing 642/20367 - 3%)
  optional int pincode;

  # Phone number with STD code.
  # ';' separated phone-numbers. Cleaned to have no '-', ' '. Cannot contain letters.
  # Empty/spammy values such as '-', '--', 'NA', 'XXX', '000' removed.
  # (missing 9999/20367 - 50%)
  optional string ph_no;

  # Office Phone number
  # ';' separated phone-numbers. Cleaned to have no '-', ' '. Cannot contain letters.
  # Empty/spammy values such as '-', '--', 'NA', 'XXX', '000' removed.
  # (missing 732/20367 - 4%)
  optional string off_ph_no;

  # Residential Phone number
  # ';' separated phone-numbers. Cleaned to have no '-', ' '. Cannot contain letters.
  # Empty/spammy values such as '-', '--', 'NA', 'XXX', '000' removed.
  # (missing 10604/20367 - 53%)
  optional string res_ph_no;

  # Fax number
  # Not guaranteed to be well formed or integral. Can contain '-'.
  # Can be '-' or '-----' when not present.
  # (missing 13754/20367 - 65%)
  optional string fax_no;

  # Email
  # Email address of the school or principal.
  # (missing 848/20367 - 4%)
  optional string email;

  # Website
  # Website of the school.
  # (missing 14228/20367 - 70%)
  optional string website;

  # Year Found
  # A 4 digit integral year between 1800 and 2018, denoting when the school was founded.
  # (missing 806/20367 - 4%)
  optional int year_found;

  # Date Opened
  # The date this school was opened in the form "Sep 9, 2010", or format "%b %-d, %Y"
  # (missing 1408/20367 - 7%)
  optional Date date_opened;

  # Principal Name
  # The string name of the principal. 
  # Cleaned to not have 'Mr' 'Mrs' 'Dr' etc prefixes. Normalized to have only one space between names. 
  # Cleaned to not be equal to 'PRINCIPAL' or contain 'PRINCIPAL' in the name.
  # (missing 389/20367 - 2%)
  optional string princi_name;

  # Sex
  # The gender/sex of the school/principal. Can take the values '0', '1' or '2'.
  # The meaning of these values is unclear. 
  # (missing 2922/20367 - 14%)
  optional Sex sex;

  # Principal Qualifications
  # The academic qualifications of the principal. 
  # (missing 5143/20367 - 25%)
  optional string princi_qual;  

  # Principal Experience as an Administrator (in years)
  # Integral value ranging from 0 to 60 years.
  # (missing 5526/20367 - 27%)
  optional int princi_exp_adm;

  # Principal Experience as a Teacher (in years)
  # Integral value ranging from 0 to 60 years.
  # (missing 5509/20367 - 27%)
  optional int princi_exp_teach;

  # Status of the school
  # Whether this school is a Middle, Secondary or Senior Secondary school.
  required Status status;

  # Affiliation Type of the school
  # Whether this school is provisionally or permanently affiliated.
  # Cleaned this field to change the spelling of 'Permanant' to 'Permanent'.
  # (missing 343/20367 - 2%)
  optional AffiliationType aff_type;

  # Affiliation Start Date
  # The date this school's affiliation began in the form "Sep 9, 2010", or format "%b %-d, %Y"
  # (missing 21/20367 - 0.1%)
  optional Date aff_start;

  # Affiliation End Date
  # The date this school's affiliation ended in the form "Sep 9, 2010", or format "%b %-d, %Y"
  # (missing 21/20367 - 0.1%)
  optional Date aff_end;

  # Name of Trust, Society or Managing Committee
  # Name of the overseeing company of this school.
  # (missing 738/20367 - 4%)
  optional string soc_name;

  enum AffiliationType {
    'Provisional', # count: 20004
    'Permanent', # count: 20
  }

  enum Status {
    'Middle Class', # count: 274
    'Secondary School', # count: 6921
    'Senior Secondary' # count: 13172
  }

  enum Sex {
    '0', # count: 6423
    '1', # count: 5829
    '2', # count: 5193
  }

  enum State {
    # Foreign Schools
    'FOREIGN SCHOOLS', # count: 220,
    # Indian States (29)
    'ANDHRA PRADESH', # count: 306,
    'ARUNACHAL PRADESH', # count: 310,
    'ASSAM', # count: 262,
    'BIHAR', # count: 831,
    'CHATTISGARH', # count: 564,
    'GOA', # count: 15,
    'GUJARAT', # count: 425,
    'HARYANA', # count: 1528,
    'HIMACHAL PRADESH', # count: 263,
    'JAMMU & KASHMIR', # count: 146,
    'JHARKHAND', # count: 425,
    'KARNATAKA', # count: 895,
    'KERALA', # count: 1341,
    'MADHYA PRADESH', # count: 1162,
    'MAHARASHTRA', # count: 833,
    'MANIPUR', # count: 71,
    'MEGHALAYA', # count: 26,
    'MIZORAM', # count: 14,
    'NAGALAND', # count: 36,
    'ODISHA', # count: 446,
    'PUNJAB', # count: 1314,
    'RAJASTHAN', # count: 1081,
    'SIKKIM', # count: 222,
    'TAMILNADU', # count: 830,
    'TELANGANA', # count: 268,
    'TRIPURA', # count: 54,
    'UTTAR PRADESH', # count: 3138,
    'UTTARAKHAND', # count: 588,
    'WEST BENGAL', # count: 305
    # Indian Union Territories (7)
    'ANDAMAN & NICOBAR', # count: 119
    'CHANDIGARH', # count: 163,
    'DADAR & NAGAR HAVELI', # count: 10,
    'DAMAN & DIU', # count: 5,
    'DELHI', # count: 2112,
    'LAKSHADWEEP', # count: 10,
    'PUDUCHERRY', # count: 29,
  }

  enum CbseRegion {
    'AJMER', # count: 2678
    # Region Code: 1
    # GUJARAT, MADHYA PRADESH, RAJASTHAN, DADAR & NAGAR HAVELI
    'ALLAHABAD', # count: 2053
    # UTTAR PRADESH (Eastern Districts)
    # Region Code: 56
    # Mathura, Bareilly, Shahjahanpur, Kasganj/Kashi Ram Nagar, Etah, Hathras/Mahamaya Nagar, Aligarh,
    # Pilibhit, Agra
    'BHUBANESWAR', # count: 1315
    # Region Code: 6
    # CHATTISGARH, ODISHA, WEST BENGAL
    'CHENNAI', # count: 3300
    # Region Code: 46
    # ANDHRA PRADESH, GOA, KARNATAKA, MAHARASHTRA, TAMILNADU, TELANGANA, ANDAMAN & NICOBAR, DAMAN & DIU, PUDUCHERRY
    'DEHRADUN', # count: 2332
    # Region Code: 58
    # UTTARAKHAND, UTTAR PRADESH (Western Districts)
    # Badaun, Baghpat, Bijnour, Bulandshahr, , GautamBudh Nagar(Noida), Ghaziabad, Hapur, J.P.Nagar/Amroha, Meerut,
    # Moradabad, Muzaffarnagar, Rampur, Saharanpur, Sambhal and Shamli
    'DELHI', # count: 2332
    # Region Code: 9
    # DELHI, FOREIGN SCHOOLS
    'GUWAHATI', # count: 995
    # Region Code: 3
    # ARUNACHAL PRADESH, ASSAM, MANIPUR, MEGHALAYA, MIZORAM, NAGALAND, SIKKIM, TRIPURA
    'PANCHKULA', # count: 3414
    # Region Code: 2
    # HARYANA, HIMACHAL PRADESH, JAMMU & KASHMIR, PUNJAB, CHANDIGARH
    'PATNA', # count: 1256
    # Region Code: 7
    # BIHAR, JHARKHAND
    'TRIVANDRUM', # count: 1351
    # Region Code: 48
    # KERALA, LAKSHADWEEP
  }
}