{
  "code": "LIM344",
  "name": "Makhado",
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  "source": "Statistics South Africa — Census (weighted estimates, full precision)",
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            "Shona": 4.9468642,
            "Chichewa/Chewa/Nyanja/Chinyanja": 0,
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            "Other": 788.7678118,
            "Unspecified": 58.5610716
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          "White": {
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            "Chichewa/Chewa/Nyanja/Chinyanja": 0,
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            "Chichewa/Chewa/Nyanja/Chinyanja": 0,
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            "Khoi,Nama and San languages": 0,
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            "Chichewa/Chewa/Nyanja/Chinyanja": 0,
            "Portuguese": 0,
            "Other": 0,
            "Unspecified": 0
          }
        }
      }
    },
    "early_childhood_development": {
      "label": "Early Childhood Development attendance",
      "unit": "children aged 0–4",
      "years": {
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            "Pre-school/nursery school/Grade 00/Grade 000/Grade R": 5275.5148829,
            "Day mother/Gogo/Child minder": 6774.569913,
            "Home/community play group": 3231.0060847,
            "Other": 386.149366,
            "Do not know": 628.8428991,
            "None": 21136.5812226,
            "Unspecified": 235.8746878
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          "Coloured": {
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            "Home/community play group": 3.6338999,
            "Other": 0,
            "Do not know": 0,
            "None": 52.945615,
            "Unspecified": 0
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            "Pre-school/nursery school/Grade 00/Grade 000/Grade R": 25.0489965,
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            "Do not know": 4.9468642,
            "None": 62.7293965,
            "Unspecified": 0
          },
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            "Home/community play group": 45.2140638,
            "Other": 0,
            "Do not know": 0,
            "None": 129.681904,
            "Unspecified": 14.8405927
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          "Other": {
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            "Home/community play group": 4.3206722,
            "Other": 0,
            "Do not know": 0,
            "None": 5.7222782,
            "Unspecified": 0
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          "Unspecified": {
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            "Pre-school/nursery school/Grade 00/Grade 000/Grade R": 0,
            "Day mother/Gogo/Child minder": 0,
            "Home/community play group": 0,
            "Other": 0,
            "Do not know": 0,
            "None": 0,
            "Unspecified": 0
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        }
      }
    },
    "education": {
      "label": "Education level",
      "unit": "residents",
      "years": {
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              "Grade 1/ Sub A/ Class 1": 5175.1950078,
              "Grade 2/ Sub B/ Class 2": 5563.6841305,
              "Grade 3/ Standard 1/ ABET/ AET 1": 5976.0678207,
              "Grade 4/ Standard 2": 6945.0420133,
              "Grade 5/ Standard 3/ ABET/ AET": 6630.565731,
              "Grade 6/ Standard 4": 8492.942466,
              "Grade 7/ Standard 5/ ABET/ AET": 9941.9957099,
              "Grade 8/ Standard 6/ Form 1": 10911.6666251,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 13732.2543733,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 16323.1453322,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 17331.3530229,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 36794.945579,
              "NTC I/N1": 108.8398871,
              "NTC II/N2": 150.5840534,
              "NTC III/N3": 294.4084495,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 392.5566273,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 284.8038572,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 957.4064788,
              "Certificate with less than Grade 12/ Standard 10": 177.9384316,
              "Diploma with less than Grade 12/ Standard 10": 505.9699651,
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              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 2880.501465,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 1008.5079374,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 3341.888102,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 1005.3792612,
              "Masters/ Professional Masters at NQF Level 9": 321.1056613,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 177.2688499,
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              "Do not know": 10090.4313271,
              "Unspecified": 4087.343689
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              "Grade 3/ Standard 1/ ABET/ AET 1": 5992.9025024,
              "Grade 4/ Standard 2": 6860.6197416,
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              "Grade 6/ Standard 4": 8055.7894091,
              "Grade 7/ Standard 5/ ABET/ AET": 10092.1910307,
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              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 13722.1394503,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 18287.6467286,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 22378.0923317,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 44620.6425373,
              "NTC I/N1": 120.5986724,
              "NTC II/N2": 148.5607964,
              "NTC III/N3": 274.4911544,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 549.3217282,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 330.4253092,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 1318.7992656,
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              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 4068.4790083,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 1443.832535,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 3746.5813634,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 1329.8578275,
              "Masters/ Professional Masters at NQF Level 9": 258.3377355,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 142.638612,
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              "Do not know": 10125.9760064,
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              "Grade 2/ Sub B/ Class 2": 11.8269224,
              "Grade 3/ Standard 1/ ABET/ AET 1": 7.7609614,
              "Grade 4/ Standard 2": 16.9144354,
              "Grade 5/ Standard 3/ ABET/ AET": 14.2645132,
              "Grade 6/ Standard 4": 26.9840186,
              "Grade 7/ Standard 5/ ABET/ AET": 28.4696422,
              "Grade 8/ Standard 6/ Form 1": 26.0431873,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 82.1409421,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 66.3613595,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 67.5155948,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 148.0124285,
              "NTC I/N1": 0,
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              "NTC III/N3": 1.9948434,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 0,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 0,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 0,
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              "Diploma with less than Grade 12/ Standard 10": 0,
              "Higher/ National/ Advanced Certificate with Grade 12/ Std10/ Occupational Certificate NQF Level 5": 1.9948434,
              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 1.5217076,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 1.9948434,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 13.9067746,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 4.9585439,
              "Masters/ Professional Masters at NQF Level 9": 1.441993,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 1.9948434,
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              "Grade R/0": 12.9543049,
              "Grade 1/ Sub A/ Class 1": 12.3337278,
              "Grade 2/ Sub B/ Class 2": 12.8759465,
              "Grade 3/ Standard 1/ ABET/ AET 1": 14.2284293,
              "Grade 4/ Standard 2": 11.3307127,
              "Grade 5/ Standard 3/ ABET/ AET": 14.4202045,
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              "Grade 7/ Standard 5/ ABET/ AET": 27.540413,
              "Grade 8/ Standard 6/ Form 1": 47.6204508,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 47.055145,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 52.9846589,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 37.6895429,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 155.6434438,
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              "NTC III/N3": 0,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 0,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 1.6362247,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 2.9531475,
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              "Diploma with less than Grade 12/ Standard 10": 1.3128627,
              "Higher/ National/ Advanced Certificate with Grade 12/ Std10/ Occupational Certificate NQF Level 5": 3.919219,
              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 8.4265321,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 4.2700703,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 14.2778485,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 1.3128627,
              "Masters/ Professional Masters at NQF Level 9": 1.3128627,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 0,
              "Other": 5.4693244,
              "Do not know": 27.7160279,
              "Unspecified": 15.3580905
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          },
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              "Grade R/0": 34.6280497,
              "Grade 1/ Sub A/ Class 1": 34.9112574,
              "Grade 2/ Sub B/ Class 2": 25.4580744,
              "Grade 3/ Standard 1/ ABET/ AET 1": 14.8405927,
              "Grade 4/ Standard 2": 25.2378017,
              "Grade 5/ Standard 3/ ABET/ AET": 25.1748666,
              "Grade 6/ Standard 4": 20.5426777,
              "Grade 7/ Standard 5/ ABET/ AET": 14.8405927,
              "Grade 8/ Standard 6/ Form 1": 79.4959706,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 88.0182843,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 107.7175203,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 74.6120415,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 656.3828067,
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              "NTC III/N3": 0,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 0,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 0,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 4.9468642,
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              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 29.6811854,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 9.8937285,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 74.2029636,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 0,
              "Masters/ Professional Masters at NQF Level 9": 9.8937285,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 14.8405927,
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              "Do not know": 158.2996556,
              "Unspecified": 26.5465135
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            "female": {
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              "Grade 1/ Sub A/ Class 1": 29.8699906,
              "Grade 2/ Sub B/ Class 2": 55.1077923,
              "Grade 3/ Standard 1/ ABET/ AET 1": 14.8405927,
              "Grade 4/ Standard 2": 40.0154593,
              "Grade 5/ Standard 3/ ABET/ AET": 49.8462527,
              "Grade 6/ Standard 4": 30.247601,
              "Grade 7/ Standard 5/ ABET/ AET": 19.787457,
              "Grade 8/ Standard 6/ Form 1": 59.5826436,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 83.8320275,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 79.4645031,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 49.7518501,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 465.0052384,
              "NTC I/N1": 0,
              "NTC II/N2": 0,
              "NTC III/N3": 4.9468642,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 4.9468642,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 0,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 0,
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              "Diploma with less than Grade 12/ Standard 10": 0,
              "Higher/ National/ Advanced Certificate with Grade 12/ Std10/ Occupational Certificate NQF Level 5": 4.9468642,
              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 14.8405927,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 4.9468642,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 69.2560993,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 4.9468642,
              "Masters/ Professional Masters at NQF Level 9": 19.787457,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 0,
              "Other": 9.8937285,
              "Do not know": 133.5653344,
              "Unspecified": 20.5047479
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              "Grade R/0": 89.0435563,
              "Grade 1/ Sub A/ Class 1": 59.9287864,
              "Grade 2/ Sub B/ Class 2": 60.9672148,
              "Grade 3/ Standard 1/ ABET/ AET 1": 84.0966921,
              "Grade 4/ Standard 2": 40.3930697,
              "Grade 5/ Standard 3/ ABET/ AET": 55.7686104,
              "Grade 6/ Standard 4": 75.2728596,
              "Grade 7/ Standard 5/ ABET/ AET": 93.9904205,
              "Grade 8/ Standard 6/ Form 1": 153.8248043,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 125.6717601,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 287.4530738,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 196.5888945,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 2144.8667162,
              "NTC I/N1": 14.8405927,
              "NTC II/N2": 34.6280497,
              "NTC III/N3": 69.2560993,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 79.1498278,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 29.6811854,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 59.3623709,
              "Certificate with less than Grade 12/ Standard 10": 29.6811854,
              "Diploma with less than Grade 12/ Standard 10": 79.1498278,
              "Higher/ National/ Advanced Certificate with Grade 12/ Std10/ Occupational Certificate NQF Level 5": 42.9716412,
              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 168.1933841,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 133.5653344,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 371.0148179,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 108.8310132,
              "Masters/ Professional Masters at NQF Level 9": 60.381854,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 49.4686424,
              "Other": 69.2560993,
              "Do not know": 415.536596,
              "Unspecified": 40.8392339
            },
            "female": {
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              "Grade R/0": 84.0966921,
              "Grade 1/ Sub A/ Class 1": 35.1629977,
              "Grade 2/ Sub B/ Class 2": 65.7252739,
              "Grade 3/ Standard 1/ ABET/ AET 1": 86.9711931,
              "Grade 4/ Standard 2": 45.402869,
              "Grade 5/ Standard 3/ ABET/ AET": 75.1469894,
              "Grade 6/ Standard 4": 100.1645184,
              "Grade 7/ Standard 5/ ABET/ AET": 103.884149,
              "Grade 8/ Standard 6/ Form 1": 228.090703,
              "Grade 9/ Standard 7/ Form 2/ ABET/ AET 4/ Occupational Certificate NQF Level 2": 174.8201084,
              "Grade 10/ Standard 8/ Form 3/ NCV Level 2/ Occupational Certificate NQF Level 2": 369.9996289,
              "Grade 11/ Standard 9/ Form 4/ NCV Level 3/ Occupational Certificate NQF Level 3": 183.6947949,
              "Grade 12/ Standard 10/ Form 5/ Matric/ NCV Level 4/ Occupational Certificate NQF Level 4": 2233.2576322,
              "NTC I/N1": 0,
              "NTC II/N2": 0,
              "NTC III/N3": 14.8405927,
              "N4/NTC 4/ Occupational Certificate NQF Level 5": 34.6280497,
              "N5/NTC 5/ Occupational Certificate NQF Level 5": 9.8937285,
              "N6/NTC 6/ Occupational Certificate NQF Level 5": 24.7343212,
              "Certificate with less than Grade 12/ Standard 10": 4.9468642,
              "Diploma with less than Grade 12/ Standard 10": 54.4155066,
              "Higher/ National/ Advanced Certificate with Grade 12/ Std10/ Occupational Certificate NQF Level 5": 54.4155066,
              "Diploma with Grade 12/ Standard 10/ Occupational Certificate NQF Level 6": 207.768298,
              "Higher Diploma/ Occupational Certificate NQF Level 7": 118.7247417,
              "Bachelors Degree/ Occupational Certificate NQF Level 8": 430.3771887,
              "Honours Degree/ Postgraduate Diploma/ Occupational Certificate NQF Level 8": 121.5992427,
              "Masters/ Professional Masters at NQF Level 9": 49.4686424,
              "PHD (Doctoral Degrees)/ Professional Doctoral Degree at NQF Level 10": 9.8937285,
              "Other": 59.3623709,
              "Do not know": 405.6428675,
              "Unspecified": 22.2289999
            }
          },
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              "Grade R/0": 2.5869871,
              "Grade 1/ Sub A/ Class 1": 2.5869871,
              "Grade 2/ Sub B/ Class 2": 2.5869871,
              "Grade 3/ Standard 1/ ABET/ AET 1": 1.2934936,
              "Grade 4/ Standard 2": 4.0289802,
              "Grade 5/ Standard 3/ ABET/ AET": 0,
              "Grade 6/ Standard 4": 1.441993,
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              "Piped (tap) water to community stand: distance less than 500m and 1000m from dwelling": 12.0378592,
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              "Piped (tap) water on community stand: distance greater than 1000m (1 km) from dwelling": 4.9468642,
              "No access to piped (tap) water": 296.8118543
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          },
          "Other": {
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              "Piped (tap) water inside the dwelling": 21.919007,
              "Piped (tap) water inside the yard": 18.8641908,
              "Piped (tap) water on community stand: distance less than 200m from dwelling": 8.3549592,
              "Piped (tap) water to community stand: distance less than 200m and 500m from dwelling": 2.8152011,
              "Piped (tap) water to community stand: distance less than 500m and 1000m from dwelling": 0,
              "Piped (tap) water on community stand: distance greater than 1000m (1 km) from dwelling": 0,
              "No access to piped (tap) water": 27.8800787
            },
            "female": {
              "Piped (tap) water inside the dwelling": 20.9302733,
              "Piped (tap) water inside the yard": 9.2021301,
              "Piped (tap) water on community stand: distance less than 200m from dwelling": 4.1370926,
              "Piped (tap) water to community stand: distance less than 200m and 500m from dwelling": 4.0087867,
              "Piped (tap) water to community stand: distance less than 500m and 1000m from dwelling": 1.2934936,
              "Piped (tap) water on community stand: distance greater than 1000m (1 km) from dwelling": 0,
              "No access to piped (tap) water": 12.0691584
            }
          },
          "Unspecified": {
            "male": {
              "Piped (tap) water inside the dwelling": 0,
              "Piped (tap) water inside the yard": 0,
              "Piped (tap) water on community stand: distance less than 200m from dwelling": 0,
              "Piped (tap) water to community stand: distance less than 200m and 500m from dwelling": 0,
              "Piped (tap) water to community stand: distance less than 500m and 1000m from dwelling": 0,
              "Piped (tap) water on community stand: distance greater than 1000m (1 km) from dwelling": 0,
              "No access to piped (tap) water": 0
            },
            "female": {
              "Piped (tap) water inside the dwelling": 0,
              "Piped (tap) water inside the yard": 0,
              "Piped (tap) water on community stand: distance less than 200m from dwelling": 0,
              "Piped (tap) water to community stand: distance less than 200m and 500m from dwelling": 0,
              "Piped (tap) water to community stand: distance less than 500m and 1000m from dwelling": 0,
              "Piped (tap) water on community stand: distance greater than 1000m (1 km) from dwelling": 0,
              "No access to piped (tap) water": 0
            }
          }
        }
      }
    },
    "toilet": {
      "label": "Toilet facility",
      "unit": "residents",
      "years": {
        "2022": {
          "Black African": {
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              "Flush toilet connected to a public sewerage system": 20553.5240239,
              "Flush toilet connected to a septic tank or conservancy tank": 11683.1311873,
              "Chemical toilet": 764.831167,
              "Pit latrine/toilet with ventilation pipe (VIP)": 53199.3673644,
              "Pit latrine/toilet without ventilation pipe": 117897.7258388,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 1579.9002158,
              "Bucket toilet (collected by municipality)": 415.3474143,
              "Bucket toilet (emptied by household)": 3960.1678918,
              "None": 4168.8369339,
              "Other": 1827.6954916
            },
            "female": {
              "Flush toilet connected to a public sewerage system": 21971.3916987,
              "Flush toilet connected to a septic tank or conservancy tank": 13869.6721645,
              "Chemical toilet": 885.9241172,
              "Pit latrine/toilet with ventilation pipe (VIP)": 62096.8407524,
              "Pit latrine/toilet without ventilation pipe": 136294.7797163,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 1833.4022434,
              "Bucket toilet (collected by municipality)": 547.8912434,
              "Bucket toilet (emptied by household)": 4706.2273235,
              "None": 4162.5390444,
              "Other": 2065.8470776
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          },
          "Coloured": {
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              "Flush toilet connected to a septic tank or conservancy tank": 36.8557439,
              "Chemical toilet": 2.7354866,
              "Pit latrine/toilet with ventilation pipe (VIP)": 108.1651829,
              "Pit latrine/toilet without ventilation pipe": 212.4763601,
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              "Bucket toilet (collected by municipality)": 1.5217076,
              "Bucket toilet (emptied by household)": 3.4368364,
              "None": 4.0289802,
              "Other": 1.2934936
            },
            "female": {
              "Flush toilet connected to a public sewerage system": 274.9892772,
              "Flush toilet connected to a septic tank or conservancy tank": 61.7601135,
              "Chemical toilet": 5.2208328,
              "Pit latrine/toilet with ventilation pipe (VIP)": 133.2569718,
              "Pit latrine/toilet without ventilation pipe": 185.4788117,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 4.1564617,
              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 5.3450786,
              "None": 4.2466411,
              "Other": 1.2934936
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          },
          "Indian or Asian": {
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              "Flush toilet connected to a public sewerage system": 1403.2843699,
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              "Pit latrine/toilet with ventilation pipe (VIP)": 93.9904205,
              "Pit latrine/toilet without ventilation pipe": 170.409782,
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              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 4.9468642,
              "None": 4.9468642,
              "Other": 4.9468642
            },
            "female": {
              "Flush toilet connected to a public sewerage system": 1218.3187928,
              "Flush toilet connected to a septic tank or conservancy tank": 62.7590981,
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              "Pit latrine/toilet with ventilation pipe (VIP)": 69.2560993,
              "Pit latrine/toilet without ventilation pipe": 103.884149,
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              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 9.8937285,
              "None": 0,
              "Other": 0
            }
          },
          "White": {
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              "Flush toilet connected to a public sewerage system": 4434.7256147,
              "Flush toilet connected to a septic tank or conservancy tank": 1180.4455351,
              "Chemical toilet": 0,
              "Pit latrine/toilet with ventilation pipe (VIP)": 138.5121987,
              "Pit latrine/toilet without ventilation pipe": 89.8456941,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 0,
              "Bucket toilet (collected by municipality)": 9.8937285,
              "Bucket toilet (emptied by household)": 0,
              "None": 9.8937285,
              "Other": 0
            },
            "female": {
              "Flush toilet connected to a public sewerage system": 4463.5286704,
              "Flush toilet connected to a septic tank or conservancy tank": 1144.5472601,
              "Chemical toilet": 0,
              "Pit latrine/toilet with ventilation pipe (VIP)": 118.7247417,
              "Pit latrine/toilet without ventilation pipe": 101.8117858,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 4.9468642,
              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 0,
              "None": 4.9468642,
              "Other": 0
            }
          },
          "Other": {
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              "Flush toilet connected to a public sewerage system": 12.74369,
              "Flush toilet connected to a septic tank or conservancy tank": 15.278855,
              "Chemical toilet": 0,
              "Pit latrine/toilet with ventilation pipe (VIP)": 19.901833,
              "Pit latrine/toilet without ventilation pipe": 30.6155653,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 0,
              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 0,
              "None": 1.2934936,
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            },
            "female": {
              "Flush toilet connected to a public sewerage system": 12.8933308,
              "Flush toilet connected to a septic tank or conservancy tank": 11.9367923,
              "Chemical toilet": 0,
              "Pit latrine/toilet with ventilation pipe (VIP)": 10.9894783,
              "Pit latrine/toilet without ventilation pipe": 15.8213331,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 0,
              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 0,
              "None": 0,
              "Other": 0
            }
          },
          "Unspecified": {
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              "Flush toilet connected to a public sewerage system": 0,
              "Flush toilet connected to a septic tank or conservancy tank": 0,
              "Chemical toilet": 0,
              "Pit latrine/toilet with ventilation pipe (VIP)": 0,
              "Pit latrine/toilet without ventilation pipe": 0,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 0,
              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 0,
              "None": 0,
              "Other": 0
            },
            "female": {
              "Flush toilet connected to a public sewerage system": 0,
              "Flush toilet connected to a septic tank or conservancy tank": 0,
              "Chemical toilet": 0,
              "Pit latrine/toilet with ventilation pipe (VIP)": 0,
              "Pit latrine/toilet without ventilation pipe": 0,
              "Ecological toilet (e.g. urine diversion, enviroloo, etc)": 0,
              "Bucket toilet (collected by municipality)": 0,
              "Bucket toilet (emptied by household)": 0,
              "None": 0,
              "Other": 0
            }
          }
        }
      }
    },
    "cooking_fuel": {
      "label": "Cooking Energy/Fuel",
      "unit": "residents",
      "years": {
        "2022": {
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              "Electricity from mains": 78520.4826965,
              "Other source of electricity (e.g. generator etc.)": 985.9304815,
              "Gas": 5220.0781268,
              "Paraffin": 616.8051682,
              "Wood": 130010.8830864,
              "Coal": 148.6506938,
              "Animal dung": 11.0216609,
              "Solar": 115.098634,
              "Other": 151.1446461,
              "None": 270.4323346
            },
            "female": {
              "Electricity from mains": 83130.8361735,
              "Other source of electricity (e.g. generator etc.)": 982.3369595,
              "Gas": 6103.1288475,
              "Paraffin": 598.4564895,
              "Wood": 157027.4091519,
              "Coal": 152.86496,
              "Animal dung": 6.7240798,
              "Solar": 105.3515592,
              "Other": 172.6304731,
              "None": 154.7766874
            }
          },
          "Coloured": {
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              "Electricity from mains": 454.0297385,
              "Other source of electricity (e.g. generator etc.)": 4.7303299,
              "Gas": 113.6947026,
              "Paraffin": 0,
              "Wood": 151.3690434,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            },
            "female": {
              "Electricity from mains": 442.7492076,
              "Other source of electricity (e.g. generator etc.)": 4.1370926,
              "Gas": 79.9554882,
              "Paraffin": 2.9490874,
              "Wood": 144.3205813,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 1.6362247
            }
          },
          "Indian or Asian": {
            "male": {
              "Electricity from mains": 987.3582354,
              "Other source of electricity (e.g. generator etc.)": 34.6280497,
              "Gas": 663.471132,
              "Paraffin": 0,
              "Wood": 74.2029636,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            },
            "female": {
              "Electricity from mains": 809.7355981,
              "Other source of electricity (e.g. generator etc.)": 29.6811854,
              "Gas": 530.7046636,
              "Paraffin": 0,
              "Wood": 98.9372848,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            }
          },
          "White": {
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              "Electricity from mains": 4521.7368654,
              "Other source of electricity (e.g. generator etc.)": 24.7343212,
              "Gas": 1203.0674355,
              "Paraffin": 0,
              "Wood": 84.0966921,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 24.7343212,
              "Other": 0,
              "None": 4.9468642
            },
            "female": {
              "Electricity from mains": 4413.6765225,
              "Other source of electricity (e.g. generator etc.)": 19.787457,
              "Gas": 1251.6894156,
              "Paraffin": 0,
              "Wood": 113.7778775,
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              "Animal dung": 0,
              "Solar": 34.6280497,
              "Other": 0,
              "None": 4.9468642
            }
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          "Other": {
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              "Electricity from mains": 56.2793372,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 4.1774796,
              "Paraffin": 1.441993,
              "Wood": 17.9346271,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            },
            "female": {
              "Electricity from mains": 24.9201132,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 5.4454729,
              "Paraffin": 0,
              "Wood": 21.2753485,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            }
          },
          "Unspecified": {
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              "Electricity from mains": 0,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 0,
              "Paraffin": 0,
              "Wood": 0,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            },
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              "Electricity from mains": 0,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 0,
              "Paraffin": 0,
              "Wood": 0,
              "Coal": 0,
              "Animal dung": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            }
          }
        }
      }
    },
    "lighting": {
      "label": "Lighting Energy/Fuel",
      "unit": "residents",
      "years": {
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              "Electricity from mains": 208468.1235631,
              "Other source of electricity (e.g. generator etc.)": 1089.7110454,
              "Gas": 274.904237,
              "Paraffin": 236.5125235,
              "Candles": 3172.4097458,
              "Solar": 1516.3300378,
              "Other": 302.6554609,
              "None": 989.8809154
            },
            "female": {
              "Electricity from mains": 240429.7661087,
              "Other source of electricity (e.g. generator etc.)": 1262.7137617,
              "Gas": 309.8882302,
              "Paraffin": 250.7825966,
              "Candles": 3178.4430773,
              "Solar": 1661.3248888,
              "Other": 332.7017428,
              "None": 1008.8949751
            }
          },
          "Coloured": {
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              "Electricity from mains": 705.4848364,
              "Other source of electricity (e.g. generator etc.)": 2.7354866,
              "Gas": 1.2934936,
              "Paraffin": 2.883986,
              "Candles": 4.0289802,
              "Solar": 6.1035381,
              "Other": 0,
              "None": 1.2934936
            },
            "female": {
              "Electricity from mains": 658.352725,
              "Other source of electricity (e.g. generator etc.)": 2.843599,
              "Gas": 0,
              "Paraffin": 0,
              "Candles": 5.2636311,
              "Solar": 7.970804,
              "Other": 0,
              "None": 1.3169228
            }
          },
          "Indian or Asian": {
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              "Electricity from mains": 1722.100079,
              "Other source of electricity (e.g. generator etc.)": 12.8259804,
              "Gas": 14.8405927,
              "Paraffin": 0,
              "Candles": 0,
              "Solar": 9.8937285,
              "Other": 0,
              "None": 0
            },
            "female": {
              "Electricity from mains": 1426.0870908,
              "Other source of electricity (e.g. generator etc.)": 8.3435915,
              "Gas": 19.787457,
              "Paraffin": 0,
              "Candles": 0,
              "Solar": 9.8937285,
              "Other": 0,
              "None": 4.9468642
            }
          },
          "White": {
            "male": {
              "Electricity from mains": 5724.8043009,
              "Other source of electricity (e.g. generator etc.)": 14.8405927,
              "Gas": 29.6811854,
              "Paraffin": 19.787457,
              "Candles": 0,
              "Solar": 69.2560993,
              "Other": 4.9468642,
              "None": 0
            },
            "female": {
              "Electricity from mains": 5719.7814447,
              "Other source of electricity (e.g. generator etc.)": 4.9468642,
              "Gas": 19.787457,
              "Paraffin": 14.8405927,
              "Candles": 0,
              "Solar": 64.3092351,
              "Other": 9.8937285,
              "None": 4.9468642
            }
          },
          "Other": {
            "male": {
              "Electricity from mains": 78.3914439,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 0,
              "Paraffin": 0,
              "Candles": 1.441993,
              "Solar": 0,
              "Other": 0,
              "None": 0
            },
            "female": {
              "Electricity from mains": 50.219135,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 0,
              "Paraffin": 0,
              "Candles": 1.4217995,
              "Solar": 0,
              "Other": 0,
              "None": 0
            }
          },
          "Unspecified": {
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              "Electricity from mains": 0,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 0,
              "Paraffin": 0,
              "Candles": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            },
            "female": {
              "Electricity from mains": 0,
              "Other source of electricity (e.g. generator etc.)": 0,
              "Gas": 0,
              "Paraffin": 0,
              "Candles": 0,
              "Solar": 0,
              "Other": 0,
              "None": 0
            }
          }
        }
      }
    },
    "refuse_removal": {
      "label": "Refuse/Rubbish Services",
      "unit": "residents",
      "years": {
        "2022": {
          "Black African": {
            "male": {
              "Removed by local authority/private company/community members at least once a week": 15390.8644131,
              "Removed by local authority/private company/community members less often": 1598.6715141,
              "Communal refuse dump": 3825.0720655,
              "Communal container/central collection point": 5361.5271104,
              "Own refuse dump": 176366.9959251,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 11453.1584749,
              "Other": 2054.2380258
            },
            "female": {
              "Removed by local authority/private company/community members at least once a week": 15779.0635169,
              "Removed by local authority/private company/community members less often": 1627.7218974,
              "Communal refuse dump": 4584.0670423,
              "Communal container/central collection point": 6221.926558,
              "Own refuse dump": 204461.5713903,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 13489.7679871,
              "Other": 2270.3969894
            }
          },
          "Coloured": {
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              "Removed by local authority/private company/community members at least once a week": 220.9781745,
              "Removed by local authority/private company/community members less often": 15.7576137,
              "Communal refuse dump": 59.0952556,
              "Communal container/central collection point": 26.6597952,
              "Own refuse dump": 390.3113146,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 9.7281673,
              "Other": 1.2934936
            },
            "female": {
              "Removed by local authority/private company/community members at least once a week": 164.2626476,
              "Removed by local authority/private company/community members less often": 11.2004551,
              "Communal refuse dump": 53.4310918,
              "Communal container/central collection point": 20.9313073,
              "Own refuse dump": 415.3837582,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 7.8231289,
              "Other": 2.7152931
            }
          },
          "Indian or Asian": {
            "male": {
              "Removed by local authority/private company/community members at least once a week": 1274.6658997,
              "Removed by local authority/private company/community members less often": 64.3092351,
              "Communal refuse dump": 49.4686424,
              "Communal container/central collection point": 19.787457,
              "Own refuse dump": 316.8010968,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 24.7343212,
              "Other": 9.8937285
            },
            "female": {
              "Removed by local authority/private company/community members at least once a week": 1149.0626934,
              "Removed by local authority/private company/community members less often": 44.5217781,
              "Communal refuse dump": 34.6280497,
              "Communal container/central collection point": 24.7343212,
              "Own refuse dump": 196.3244325,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 19.787457,
              "Other": 0
            }
          },
          "White": {
            "male": {
              "Removed by local authority/private company/community members at least once a week": 3513.2845023,
              "Removed by local authority/private company/community members less often": 178.0871126,
              "Communal refuse dump": 217.6620265,
              "Communal container/central collection point": 227.555755,
              "Own refuse dump": 1622.8429542,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 9.8937285,
              "Other": 93.9904205
            },
            "female": {
              "Removed by local authority/private company/community members at least once a week": 3560.3248779,
              "Removed by local authority/private company/community members less often": 217.6620265,
              "Communal refuse dump": 222.6088907,
              "Communal container/central collection point": 163.2465199,
              "Own refuse dump": 1575.7265866,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 9.8937285,
              "Other": 89.0435563
            }
          },
          "Other": {
            "male": {
              "Removed by local authority/private company/community members at least once a week": 23.7653509,
              "Removed by local authority/private company/community members less often": 0,
              "Communal refuse dump": 0,
              "Communal container/central collection point": 1.441993,
              "Own refuse dump": 54.626093,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 0,
              "Other": 0
            },
            "female": {
              "Removed by local authority/private company/community members at least once a week": 20.7825982,
              "Removed by local authority/private company/community members less often": 0,
              "Communal refuse dump": 1.4217995,
              "Communal container/central collection point": 0,
              "Own refuse dump": 29.4365368,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 0,
              "Other": 0
            }
          },
          "Unspecified": {
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              "Removed by local authority/private company/community members at least once a week": 0,
              "Removed by local authority/private company/community members less often": 0,
              "Communal refuse dump": 0,
              "Communal container/central collection point": 0,
              "Own refuse dump": 0,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 0,
              "Other": 0
            },
            "female": {
              "Removed by local authority/private company/community members at least once a week": 0,
              "Removed by local authority/private company/community members less often": 0,
              "Communal refuse dump": 0,
              "Communal container/central collection point": 0,
              "Own refuse dump": 0,
              "Dump or leave rubbish anywhere (no rubbish disposal)": 0,
              "Other": 0
            }
          }
        }
      }
    }
  }
}