seq ids and single quotes

README.md

@@ -27,6 +27,20 @@ dataset_info:
   - config_name: esco_en
     features:
       - name: ISCO_CODE_1
+        dtype:
+          class_label:
+            names:
+              '0': '0'
+              '1': '1'
+              '2': '2'
+              '3': '3'
+              '4': '4'
+              '5': '5'
+              '6': '6'
+              '7': '7'
+              '8': '8'
+              '9': '9'
+      - name: ISCO_LABEL_1
         dtype:
           class_label:
             names:
@@ -40,68 +54,66 @@ dataset_info:
               '7': Craft and Related Trades Workers
               '8': Plant and Machine Operators and Assemblers
               '9': Elementary Occupations
-      - name: ISCO_LABEL_1
-        dtype: string
       - name: ISCO_DEFINITION_1
         dtype: string
       - name: ISCO_CODE_2
         dtype:
           class_label:
             names:
-              '01': Commissioned Armed Forces Officers
-              '02': Non-commissioned Armed Forces Officers
-              '03': Armed Forces Occupations, Other Ranks
-              '11': 'Chief Executives, Senior Officials and Legislators'
-              '12': Administrative and Commercial Managers
-              '13': Production and Specialized Services Managers
-              '14': 'Hospitality, Retail and Other Services Managers'
-              '21': Science and Engineering Professionals
-              '22': Health Professionals
-              '23': Teaching Professionals
-              '24': Business and Administration Professionals
-              '25': Information and Communications Technology Professionals
-              '26': 'Legal, Social and Cultural Professionals'
-              '31': Science and Engineering Associate Professionals
-              '32': Health Associate Professionals
-              '33': Business and Administration Associate Professionals
-              '34': 'Legal, Social, Cultural and Related Associate Professionals'
-              '35': Information and Communications Technicians
-              '41': General and Keyboard Clerks
-              '42': Customer Services Clerks
-              '43': Numerical and Material Recording Clerks
-              '44': Other Clerical Support Workers
-              '51': Personal Services Workers
-              '52': Sales Workers
-              '53': Personal Care Workers
-              '54': Protective Services Workers
-              '61': Market-oriented Skilled Agricultural Workers
-              '62': 'Market-oriented Skilled Forestry, Fishery and Hunting Workers'
-              '71': Building and Related Trades Workers (excluding Electricians)
-              '72': 'Metal, Machinery and Related Trades Workers'
-              '73': Handicraft and Printing Workers
-              '74': Electrical and Electronics Trades Workers
-              '75': 'Food Processing, Woodworking, Garment and Other Craft and Related Trades Workers'
-              '81': Stationary Plant and Machine Operators
-              '82': Assemblers
-              '83': Drivers and Mobile Plant Operators
-              '91': Cleaners and Helpers
-              '92': 'Agricultural, Forestry and Fishery Labourers'
-              '93': 'Labourers in Mining, Construction, Manufacturing and Transport'
-              '94': Food Preparation Assistants
-              '95': Street and Related Sales and Services Workers
-              '96': Refuse Workers and Other Elementary Workers
-              '63': 'Subsistence Farmers, Fishers, Hunters and Gatherers'
+              '0': '01'
+              '1': '02'
+              '2': '03'
+              '3': '11'
+              '4': '12'
+              '5': '13'
+              '6': '14'
+              '7': '21'
+              '8': '22'
+              '9': '23'
+              '10': '24'
+              '11': '25'
+              '12': '26'
+              '13': '31'
+              '14': '32'
+              '15': '33'
+              '16': '34'
+              '17': '35'
+              '18': '41'
+              '19': '42'
+              '20': '43'
+              '21': '44'
+              '22': '51'
+              '23': '52'
+              '24': '53'
+              '25': '54'
+              '26': '61'
+              '27': '62'
+              '28': '63'
+              '29': '71'
+              '30': '72'
+              '31': '73'
+              '32': '74'
+              '33': '75'
+              '34': '81'
+              '35': '82'
+              '36': '83'
+              '37': '91'
+              '38': '92'
+              '39': '93'
+              '40': '94'
+              '41': '95'
+              '42': '96'
       - name: ISCO_LABEL_2
         dtype:
           class_label:
             names:
               '0': Commissioned Armed Forces Officers
               '1': Non-commissioned Armed Forces Officers
-              '2': 'Armed Forces Occupations, Other Ranks'
-              '3': 'Chief Executives, Senior Officials and Legislators'
+              '2': Armed Forces Occupations, Other Ranks
+              '3': Chief Executives, Senior Officials and Legislators
               '4': Administrative and Commercial Managers
               '5': Production and Specialized Services Managers
-              '6': 'Hospitality, Retail and Other Services Managers'
+              '6': Hospitality, Retail and Other Services Managers
               '7': Science and Engineering Professionals
               '8': Health Professionals
               '9': Teaching Professionals
@@ -111,7 +123,7 @@ dataset_info:
               '13': Science and Engineering Associate Professionals
               '14': Health Associate Professionals
               '15': Business and Administration Associate Professionals
-              '16': Legal, Social, Cultural and Related Associate Professionals'
+              '16': 'Legal, Social, Cultural and Related Associate Professionals'
               '17': Information and Communications Technicians
               '18': General and Keyboard Clerks
               '19': Customer Services Clerks
@@ -127,7 +139,7 @@ dataset_info:
               '29': 'Metal, Machinery and Related Trades Workers'
               '30': Handicraft and Printing Workers
               '31': Electrical and Electronics Trades Workers
-              '32': Food Processing, Woodworking, Garment and Other Craft and Related Trades Workers
+              '32': 'Food Processing, Woodworking, Garment and Other Craft and Related Trades Workers'
               '33': Stationary Plant and Machine Operators
               '34': Assemblers
               '35': Drivers and Mobile Plant Operators