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Validation mode #346

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@RickMoynihan RickMoynihan commented Nov 20, 2023 •
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Add a new --validate-data mode which does not generate RDF, but does validate the tabular data against the CSVW TableSchema.

$ csv2rdf -u epc_domestic.json -t certificates.csv --validate-data
Row #16 col #88 (column 'TENURE') has error:  Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100

The command line app will also exit with a non-zero exit code in this mode.

NOTE I tagged this PR and built some graal native binaries off it, which are downloadable from here:

https://github.com/Swirrl/csv2rdf/releases/tag/v0.6.1-validation-2

We may also want to test this with TableGroups, and check it works as we'd like in that case.

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@RickMoynihan
Add --validate-data flag to run in validation mode
ceacad8 
In this mode we validate the data against the table schema and report
any errors.  No RDFization is done, and a return code is propogated
upon a failure to the shell.
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The current main outstanding issue is that for some failures it will output the failures several times.

$ csv2rdf -u epc_domestic.json -t certificates.csv --validate-data | head 
Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Row #16 col #88 (column 'TENURE') has error:  Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Row #22 col #88 (column 'TENURE') has error:  Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Row #65 col #88 (column 'TENURE') has error:  Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100
Row #78 col #88 (column 'TENURE') has error:  Invalid length 137 for value 'Not defined - use in the case of a new dwelling for which the intended tenure in not known. It is not to be used for an existing dwelling' - expected <= 100

@stevorobs3
Add extra context to the validation error logging
2212033 
Also:
* ensure it is only printed once
* add a couple of extra test cases
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closes #342

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closes #323

@RickMoynihan RickMoynihan marked this pull request as ready for review December 7, 2023 17:09
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RickMoynihan commented Dec 7, 2023 •
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This looks good to me, though one thing I was wondering perhaps we could display better output in the case of a mismatched schema:

I was thinking perhaps loading the column :name's into a set and doing a clojure.data.diff over the set in the schema, and in the first row of data, might give us a better error message on the differences? Or could compare the column names for their first difference?

I'd be happy to try and improve this in a different isolated PR though, and create an issue for it; and just merge this PR though.

clj -M:cli:with-logging -u ~/Downloads/epc-certificates\(4\)/schema.json --validate-data
Schemas have different number of non-virtual columns for schemas: certificates.csv null, non virtual columns are: {0 {:datatype {:base "string"}, :name "LMK_KEY", :required true, :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4004bfba "http://purl.org/dc/terms/description"] {"@value" "Individual lodgement identifier. Guaranteed to be unique and can be used to identify a certificate in the downloads and the API.", "@language" "en"}}, :csv2rdf.metadata.column/name "LMK_KEY", :csv2rdf.metadata.properties/parent Parent reference}, 65 {:datatype {:base "string"}, :name "MAINHEAT_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xc19bb2a "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEAT_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 70 {:datatype {:base "string"}, :name "LIGHTING_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3599b18 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 62 {:datatype {:base "string"}, :name "ROOF_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x143900a6 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "ROOF_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 74 {:datatype {:base "float"}, :name "WIND_TURBINE_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x712594f4 "http://purl.org/dc/terms/description"] {"@value" "Number of wind turbines; 0 if none.", "@language" "en"}}, :csv2rdf.metadata.column/name "WIND_TURBINE_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 7 {:datatype {:base "string"}, :name "POTENTIAL_ENERGY_RATING", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x30a4a111 "http://purl.org/dc/terms/description"] {"@value" "Estimated potential energy rating converted into a linear 'A to G' rating (where A is the most energy efficient and G is the least energy efficient)", "@language" "en"}}, :csv2rdf.metadata.column/name "POTENTIAL_ENERGY_RATING", :csv2rdf.metadata.properties/parent Parent reference}, 59 {:datatype {:base "string"}, :name "SHEATING_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7f6a6d46 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "SHEATING_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 86 {:datatype {:base "string"}, :name "TENURE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x238a7e3d "http://purl.org/dc/terms/description"] {"@value" "Describes the tenure type of the property. One of: Owner-occupied; Rented (social); Rented (private).", "@language" "en"}}, :csv2rdf.metadata.column/name "TENURE", :csv2rdf.metadata.properties/parent Parent reference}, 20 {:datatype {:base "float"}, :name "ENERGY_CONSUMPTION_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7ed5cc8c "http://purl.org/dc/terms/description"] {"@value" "Current estimated total energy consumption for the property in a 12 month period (kWh/m2). Displayed on EPC as the current primary energy use per square metre of floor area.", "@language" "en"}}, :csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 72 {:datatype {:base "string"}, :name "LIGHTING_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6bec566e "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 58 {:datatype {:base "string"}, :name "SECONDHEAT_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x47400608 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "SECONDHEAT_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 60 {:datatype {:base "string"}, :name "SHEATING_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x374bf34b "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "SHEATING_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 27 {:datatype {:base "float"}, :name "HEATING_COST_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x67aaf882 "http://purl.org/dc/terms/description"] {"@value" "GBP. Current estimated annual energy costs for heating the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "HEATING_COST_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 1 {:datatype {:base "string"}, :name "ADDRESS1", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6efc9d3f "http://purl.org/dc/terms/description"] {"@value" "First line of the address", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS1", :csv2rdf.metadata.properties/parent Parent reference}, 69 {:datatype {:base "string"}, :name "MAINHEATC_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x294bb6ae "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEATC_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 24 {:datatype {:base "decimal"}, :name "CO2_EMISSIONS_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4172c967 "http://purl.org/dc/terms/description"] {"@value" "Estimated value in Tonnes per Year of the total CO₂ emissions produced by the Property in 12 month period.", "@language" "en"}}, :csv2rdf.metadata.column/name "CO2_EMISSIONS_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 55 {:datatype {:base "string"}, :name "WALLS_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x71ac5723 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "WALLS_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 85 {:datatype {:base "string"}, :name "CONSTRUCTION_AGE_BAND", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7bb3294c "http://purl.org/dc/terms/description"] {"@value" "Age band when building part constructed. England & Wales only. One of: before 1900; 1900-1929; 1930-1949; 1950-1966; 1967-1975; 1976-1982; 1983-1990; 1991-1995; 1996-2002; 2003-2006; 2007-2011; 2012 onwards.", "@language" "en"}}, :csv2rdf.metadata.column/name "CONSTRUCTION_AGE_BAND", :csv2rdf.metadata.properties/parent Parent reference}, 39 {:datatype {:base "string"}, :name "GLAZED_TYPE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xf391e52 "http://purl.org/dc/terms/description"] {"@value" "The type of glazing. From British Fenestration Rating Council or manufacturer declaration, one of; single; double; triple.", "@language" "en"}}, :csv2rdf.metadata.column/name "GLAZED_TYPE", :csv2rdf.metadata.properties/parent Parent reference}, 88 {:datatype {:base "float"}, :name "LOW_ENERGY_FIXED_LIGHT_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5857d723 "http://purl.org/dc/terms/description"] {"@value" "The number of low-energy fixed lighting outlets.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOW_ENERGY_FIXED_LIGHT_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 46 {:datatype {:base "string"}, :name "HOTWATER_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4b518645 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "HOTWATER_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 4 {:datatype {:base "string"}, :name "POSTCODE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x294a3f2a "http://purl.org/dc/terms/description"] {"@value" "The postcode of the property", "@language" "en"}}, :csv2rdf.metadata.column/name "POSTCODE", :csv2rdf.metadata.properties/parent Parent reference}, 77 {:datatype {:base "decimal"}, :name "FLOOR_HEIGHT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6e466fdf "http://purl.org/dc/terms/description"] {"@value" "Average height of the storey in metres.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_HEIGHT", :csv2rdf.metadata.properties/parent Parent reference}, 54 {:datatype {:base "string"}, :name "WINDOWS_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x84e43fb "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WINDOWS_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 15 {:datatype {:base "string"}, :name "COUNTY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4fea9f19 "http://purl.org/dc/terms/description"] {"@value" "County in which the building is located (where applicable)", "@language" "en"}}, :csv2rdf.metadata.column/name "COUNTY", :csv2rdf.metadata.properties/parent Parent reference}, 48 {:datatype {:base "string"}, :name "HOT_WATER_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x37a14aa1 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 50 {:datatype {:base "string"}, :name "FLOOR_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6ac4f31d "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 75 {:datatype {:base "string"}, :name "HEAT_LOSS_CORRIDOR", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x106f2425 "http://purl.org/dc/terms/description"] {"@value" "Flats and maisonettes only. Indicates that the flat contains a corridor through which heat is lost. Heat loss corridor, one of: no corridor; heated corridor; unheated corridor", "@language" "en"}}, :csv2rdf.metadata.column/name "HEAT_LOSS_CORRIDOR", :csv2rdf.metadata.properties/parent Parent reference}, 21 {:datatype {:base "float"}, :name "ENERGY_CONSUMPTION_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xb666366 "http://purl.org/dc/terms/description"] {"@value" "Estimated potential total energy consumption for the Property in a 12 month period. Value is Kilowatt Hours per Square Metre (kWh/m²)", "@language" "en"}}, :csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 31 {:datatype {:base "decimal"}, :name "TOTAL_FLOOR_AREA", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x362fd4e9 "http://purl.org/dc/terms/description"] {"@value" "The total useful floor area is the total of all enclosed spaces measured to the internal face of the external walls, i.e. the gross floor area as measured in accordance with the guidance issued from time to time by the Royal Institute of Chartered Surveyors or by a body replacing that institution. (m²)", "@language" "en"}}, :csv2rdf.metadata.column/name "TOTAL_FLOOR_AREA", :csv2rdf.metadata.properties/parent Parent reference}, 32 {:datatype {:base "string"}, :name "ENERGY_TARIFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7bbe852a "http://purl.org/dc/terms/description"] {"@value" "Type of electricity tariff for the property, e.g. single.", "@language" "en"}}, :csv2rdf.metadata.column/name "ENERGY_TARIFF", :csv2rdf.metadata.properties/parent Parent reference}, 40 {:datatype {:base "string"}, :name "GLAZED_AREA", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1299c874 "http://purl.org/dc/terms/description"] {"@value" "Ranged estimate of the total glazed area of the Habitable Area.", "@language" "en"}}, :csv2rdf.metadata.column/name "GLAZED_AREA", :csv2rdf.metadata.properties/parent Parent reference}, 56 {:datatype {:base "string"}, :name "WALLS_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2adce412 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WALLS_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 33 {:datatype {:base "string"}, :name "MAINS_GAS_FLAG", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x629cf53c "http://purl.org/dc/terms/description"] {"@value" "Whether mains gas is available. Yes means that there is a gas meter or a gas-burning appliance in the dwelling. A closed-off gas pipe does not count.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINS_GAS_FLAG", :csv2rdf.metadata.properties/parent Parent reference}, 13 {:datatype {:base "string"}, :name "LOCAL_AUTHORITY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6d84ab90 "http://purl.org/dc/terms/description"] {"@value" "Office for National Statistics (ONS) code. Local authority area in which the building is located.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOCAL_AUTHORITY", :csv2rdf.metadata.properties/parent Parent reference}, 22 {:datatype {:base "decimal"}, :name "CO2_EMISSIONS_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3182143c "http://purl.org/dc/terms/description"] {"@value" "CO₂ emissions per year in tonnes/year.", "@language" "en"}}, :csv2rdf.metadata.column/name "CO2_EMISSIONS_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 90 {:datatype {:base "string"}, :name "UPRN_SOURCE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7cb38a6a "http://purl.org/dc/terms/description"] {"@value" "Populated with the values \"Energy Assessor\" or \"Address Matched\" to show how the UPRN was populated.", "@language" "en"}}, :csv2rdf.metadata.column/name "UPRN_SOURCE", :csv2rdf.metadata.properties/parent Parent reference}, 36 {:datatype {:base "decimal"}, :name "FLAT_STOREY_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7983a5d5 "http://purl.org/dc/terms/description"] {"@value" "The number of storeys in the apartment block.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLAT_STOREY_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 41 {:datatype {:base "integer"}, :name "EXTENSION_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3113595e "http://purl.org/dc/terms/description"] {"@value" "The number of extensions added to the property. Between 0 and 4.", "@language" "en"}}, :csv2rdf.metadata.column/name "EXTENSION_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 89 {:datatype {:base "integer"}, :name "UPRN", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x109188b4 "http://purl.org/dc/terms/description"] {"@value" "The UPRN submitted by an assessor or alternatively from the department’s address matching algorithm.", "@language" "en"}}, :csv2rdf.metadata.column/name "UPRN", :csv2rdf.metadata.properties/parent Parent reference}, 43 {:datatype {:base "float"}, :name "NUMBER_HEATED_ROOMS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7091a016 "http://purl.org/dc/terms/description"] {"@value" "The number of heated rooms in the property if more than half of the habitable rooms are not heated.", "@language" "en"}}, :csv2rdf.metadata.column/name "NUMBER_HEATED_ROOMS", :csv2rdf.metadata.properties/parent Parent reference}, 61 {:datatype {:base "string"}, :name "ROOF_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x14580edc "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "ROOF_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 29 {:datatype {:base "float"}, :name "HOT_WATER_COST_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3f2a7ca0 "http://purl.org/dc/terms/description"] {"@value" "GBP. Current estimated annual energy costs for hot water", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_COST_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 44 {:datatype {:base "integer"}, :name "LOW_ENERGY_LIGHTING", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x23e297d9 "http://purl.org/dc/terms/description"] {"@value" "The percentage of low energy lighting present in the property as a percentage of the total fixed lights in the property. 0% indicates that no low-energy lighting is present.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOW_ENERGY_LIGHTING", :csv2rdf.metadata.properties/parent Parent reference}, 6 {:datatype {:base "string"}, :name "CURRENT_ENERGY_RATING", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5e8e02a3 "http://purl.org/dc/terms/description"] {"@value" "Current energy rating converted into a linear 'A to G' rating (where A is the most energy efficient and G is the least energy efficient)", "@language" "en"}}, :csv2rdf.metadata.column/name "CURRENT_ENERGY_RATING", :csv2rdf.metadata.properties/parent Parent reference}, 28 {:datatype {:base "float"}, :name "HEATING_COST_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xa74c940 "http://purl.org/dc/terms/description"] {"@value" "GBP. Potential annual energy costs for lighting the property after improvements have been made.", "@language" "en"}}, :csv2rdf.metadata.column/name "HEATING_COST_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 64 {:datatype {:base "string"}, :name "MAINHEAT_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x66576bd2 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEAT_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 51 {:datatype {:base "string"}, :name "FLOOR_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x51bc649e "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 25 {:datatype {:base "float"}, :name "LIGHTING_COST_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7f09ff10 "http://purl.org/dc/terms/description"] {"@value" "GBP. Current estimated annual energy costs for lighting the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_COST_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 34 {:datatype {:base "string"}, :name "FLOOR_LEVEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x531b1778 "http://purl.org/dc/terms/description"] {"@value" "Flats and maisonettes only. Floor level relative to the lowest level of the property (0 for ground floor). If there is a basement, the basement is level 0 and the other floors are from 1 upwards", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_LEVEL", :csv2rdf.metadata.properties/parent Parent reference}, 17 {:datatype {:base "string"}, :name "TRANSACTION_TYPE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xecfff32 "http://purl.org/dc/terms/description"] {"@value" "Type of transaction that triggered EPC. For example, one of: marketed sale; non-marketed sale; new-dwelling; rental; not sale or rental; assessment for Green Deal; following Green Deal; FIT application; none of the above; RHI application; ECO assessment. Where the reason for the assessment is unknown by the energy assessor the transaction type will be recorded as 'none of the above'. Transaction types may be changed over time.", "@language" "en"}}, :csv2rdf.metadata.column/name "TRANSACTION_TYPE", :csv2rdf.metadata.properties/parent Parent reference}, 3 {:datatype {:base "string"}, :name "ADDRESS3", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3c65f2e1 "http://purl.org/dc/terms/description"] {"@value" "Third line of the address", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS3", :csv2rdf.metadata.properties/parent Parent reference}, 12 {:datatype {:base "date"}, :name "INSPECTION_DATE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xc247b02 "http://purl.org/dc/terms/description"] {"@value" "The date that the inspection was actually carried out by the energy assessor", "@language" "en"}}, :csv2rdf.metadata.column/name "INSPECTION_DATE", :csv2rdf.metadata.properties/parent Parent reference}, 2 {:datatype {:base "string"}, :name "ADDRESS2", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x78f1d29 "http://purl.org/dc/terms/description"] {"@value" "Second line of the address", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS2", :csv2rdf.metadata.properties/parent Parent reference}, 66 {:datatype {:base "string"}, :name "MAINHEAT_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x76c85485 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEAT_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 23 {:datatype {:base "decimal"}, :name "CO2_EMISS_CURR_PER_FLOOR_AREA", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x65294247 "http://purl.org/dc/terms/description"] {"@value" "CO₂ emissions per square metre floor area per year in kg/m²", "@language" "en"}}, :csv2rdf.metadata.column/name "CO2_EMISS_CURR_PER_FLOOR_AREA", :csv2rdf.metadata.properties/parent Parent reference}, 47 {:datatype {:base "string"}, :name "HOT_WATER_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4a7ac98b "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 35 {:datatype {:base "string"}, :name "FLAT_TOP_STOREY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x35e3f3b8 "http://purl.org/dc/terms/description"] {"@value" "Whether the flat is on the top storey", "@language" "en"}}, :csv2rdf.metadata.column/name "FLAT_TOP_STOREY", :csv2rdf.metadata.properties/parent Parent reference}, 82 {:datatype {:base "string"}, :name "LOCAL_AUTHORITY_LABEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x13bf5fd "http://purl.org/dc/terms/description"] {"@value" "The name of the local authority area in which the building is located. This field is for additional information only and should not be relied upon: please refer to the Local Authority ONS Code.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOCAL_AUTHORITY_LABEL", :csv2rdf.metadata.properties/parent Parent reference}, 76 {:datatype {:base "decimal"}, :name "UNHEATED_CORRIDOR_LENGTH", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2eafb4e7 "http://purl.org/dc/terms/description"] {"@value" "The total length of unheated corridor in the flat. Only populated if flat or maisonette contains unheated corridor. If unheated corridor, length of sheltered wall (m²).", "@language" "en"}}, :csv2rdf.metadata.column/name "UNHEATED_CORRIDOR_LENGTH", :csv2rdf.metadata.properties/parent Parent reference}, 19 {:datatype {:base "integer"}, :name "ENVIRONMENTAL_IMPACT_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x32050628 "http://purl.org/dc/terms/description"] {"@value" "The potential Environmental Impact Rating. A measure of the property's potential impact on the environment in terms of carbon dioxide (CO₂) emissions after improvements have been carried out. The higher the rating the lower the CO₂ emissions. (CO₂ emissions in tonnes / year)", "@language" "en"}}, :csv2rdf.metadata.column/name "ENVIRONMENTAL_IMPACT_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 57 {:datatype {:base "string"}, :name "WALLS_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x18d14de3 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WALLS_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 68 {:datatype {:base "string"}, :name "MAINHEATC_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x469bd719 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEATC_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 11 {:datatype {:base "string"}, :name "BUILT_FORM", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x15405ba1 "http://purl.org/dc/terms/description"] {"@value" "The building type of the Property e.g. Detached, Semi-Detached, Terrace etc. Together with the Property Type, the Build Form produces a structured description of the property", "@language" "en"}}, :csv2rdf.metadata.column/name "BUILT_FORM", :csv2rdf.metadata.properties/parent Parent reference}, 9 {:datatype {:base "integer"}, :name "POTENTIAL_ENERGY_EFFICIENCY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xf6e3b67 "http://purl.org/dc/terms/description"] {"@value" "The potential energy efficiency rating of the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "POTENTIAL_ENERGY_EFFICIENCY", :csv2rdf.metadata.properties/parent Parent reference}, 5 {:datatype {:base "string"}, :name "BUILDING_REFERENCE_NUMBER", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1dc2c13c "http://purl.org/dc/terms/description"] {"@value" "Unique identifier for the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "BUILDING_REFERENCE_NUMBER", :csv2rdf.metadata.properties/parent Parent reference}, 83 {:datatype {:base "string"}, :name "CONSTITUENCY_LABEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x579ee82 "http://purl.org/dc/terms/description"] {"@value" "The name of the parliamentary constituency in which the building is located. This field is for additional information only and should not be relied upon: please refer to the Constituency ONS Code.", "@language" "en"}}, :csv2rdf.metadata.column/name "CONSTITUENCY_LABEL", :csv2rdf.metadata.properties/parent Parent reference}, 14 {:datatype {:base "string"}, :name "CONSTITUENCY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x127320df "http://purl.org/dc/terms/description"] {"@value" "Office for National Statistics (ONS) code. Parliamentary constituency in which the building is located.", "@language" "en"}}, :csv2rdf.metadata.column/name "CONSTITUENCY", :csv2rdf.metadata.properties/parent Parent reference}, 45 {:datatype {:base "integer"}, :name "NUMBER_OPEN_FIREPLACES", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6c3884f5 "http://purl.org/dc/terms/description"] {"@value" "The number of Open Fireplaces in the Property. An Open Fireplace is a fireplace that still allows air to pass between the inside of the Property and the outside.", "@language" "en"}}, :csv2rdf.metadata.column/name "NUMBER_OPEN_FIREPLACES", :csv2rdf.metadata.properties/parent Parent reference}, 53 {:datatype {:base "string"}, :name "WINDOWS_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6778636f "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WINDOWS_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 78 {:datatype {:base "float"}, :name "PHOTO_SUPPLY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2dbf8cfc "http://purl.org/dc/terms/description"] {"@value" "Percentage of photovoltaic area as a percentage of total roof area. 0% indicates that a Photovoltaic Supply is not present in the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "PHOTO_SUPPLY", :csv2rdf.metadata.properties/parent Parent reference}, 26 {:datatype {:base "float"}, :name "LIGHTING_COST_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x26c1244c "http://purl.org/dc/terms/description"] {"@value" "GBP. Potential estimated annual energy costs for lighting the property after improvements have been made.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_COST_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 16 {:datatype {:base "date"}, :name "LODGEMENT_DATE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xe76134d "http://purl.org/dc/terms/description"] {"@value" "Date lodged on the Energy Performance of Buildings Register", "@language" "en"}}, :csv2rdf.metadata.column/name "LODGEMENT_DATE", :csv2rdf.metadata.properties/parent Parent reference}, 81 {:datatype {:base "string"}, :name "ADDRESS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2a317af7 "http://purl.org/dc/terms/description"] {"@value" "Field containing the concatenation of address1, address2 and address3. Note that post code is recorded separately.", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS", :csv2rdf.metadata.properties/parent Parent reference}, 79 {:datatype {:base "string"}, :name "SOLAR_WATER_HEATING_FLAG", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7b38db21 "http://purl.org/dc/terms/description"] {"@value" "Indicates whether the heating in the Property is solar powered.", "@language" "en"}}, :csv2rdf.metadata.column/name "SOLAR_WATER_HEATING_FLAG", :csv2rdf.metadata.properties/parent Parent reference}, 38 {:datatype {:base "float"}, :name "MULTI_GLAZE_PROPORTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x54f4734e "http://purl.org/dc/terms/description"] {"@value" "The estimated banded range (e.g. 0% - 10%) of the total glazed area of the Property that is multiple glazed.", "@language" "en"}}, :csv2rdf.metadata.column/name "MULTI_GLAZE_PROPORTION", :csv2rdf.metadata.properties/parent Parent reference}, 87 {:datatype {:base "float"}, :name "FIXED_LIGHTING_OUTLETS_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6a26eee6 "http://purl.org/dc/terms/description"] {"@value" "The number of fixed lighting outlets.", "@language" "en"}}, :csv2rdf.metadata.column/name "FIXED_LIGHTING_OUTLETS_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 30 {:datatype {:base "float"}, :name "HOT_WATER_COST_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4be1c797 "http://purl.org/dc/terms/description"] {"@value" "GBP. Potential estimated annual energy costs for hot water after improvements have been made.", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_COST_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 73 {:datatype {:base "string"}, :name "MAIN_FUEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x76bdfc19 "http://purl.org/dc/terms/description"] {"@value" "The type of fuel used to power the central heating e.g. Gas, Electricity", "@language" "en"}}, :csv2rdf.metadata.column/name "MAIN_FUEL", :csv2rdf.metadata.properties/parent Parent reference}, 10 {:datatype {:base "string"}, :name "PROPERTY_TYPE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1248f83 "http://purl.org/dc/terms/description"] {"@value" "Describes the type of property such as House, Flat, Maisonette etc. This is the type differentiator for dwellings.", "@language" "en"}}, :csv2rdf.metadata.column/name "PROPERTY_TYPE", :csv2rdf.metadata.properties/parent Parent reference}, 18 {:datatype {:base "integer"}, :name "ENVIRONMENTAL_IMPACT_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5c28009f "http://purl.org/dc/terms/description"] {"@value" "The Environmental Impact Rating. A measure of the property's current impact on the environment in terms of carbon dioxide (CO₂) emissions. The higher the rating the lower the CO₂ emissions. (CO₂ emissions in tonnes / year)", "@language" "en"}}, :csv2rdf.metadata.column/name "ENVIRONMENTAL_IMPACT_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 52 {:datatype {:base "string"}, :name "WINDOWS_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x19b0a9f2 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "WINDOWS_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 67 {:datatype {:base "string"}, :name "MAINHEATCONT_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xf4c3e9 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEATCONT_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 71 {:datatype {:base "string"}, :name "LIGHTING_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x25890ce3 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 42 {:datatype {:base "float"}, :name "NUMBER_HABITABLE_ROOMS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x39b9dc35 "http://purl.org/dc/terms/description"] {"@value" "Habitable rooms include any living room, sitting room, dining room, bedroom, study and similar; and also a non-separated conservatory. A kitchen/diner having a discrete seating area (with space for a table and four chairs) also counts as a habitable room. A non-separated conservatory adds to the habitable room count if it has an internal quality door between it and the dwelling. Excluded from the room count are any room used solely as a kitchen, utility room, bathroom, cloakroom, en-suite accommodation and similar and any hallway, stairs or landing; and also any room not having a window.", "@language" "en"}}, :csv2rdf.metadata.column/name "NUMBER_HABITABLE_ROOMS", :csv2rdf.metadata.properties/parent Parent reference}, 80 {:datatype {:base "string"}, :name "MECHANICAL_VENTILATION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x25da1dc9 "http://purl.org/dc/terms/description"] {"@value" "Identifies the type of mechanical ventilation the property has. This is required for the RdSAP calculation.", "@language" "en"}}, :csv2rdf.metadata.column/name "MECHANICAL_VENTILATION", :csv2rdf.metadata.properties/parent Parent reference}, 37 {:datatype {:base "string"}, :name "MAIN_HEATING_CONTROLS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3976910 "http://purl.org/dc/terms/description"] {"@value" "Type of main heating controls. Includes both main heating systems if there are two.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAIN_HEATING_CONTROLS", :csv2rdf.metadata.properties/parent Parent reference}, 63 {:datatype {:base "string"}, :name "ROOF_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6e149395 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "ROOF_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 8 {:datatype {:base "integer"}, :name "CURRENT_ENERGY_EFFICIENCY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x19bbb216 "http://purl.org/dc/terms/description"] {"@value" "Based on cost of energy, i.e. energy required for space heating, water heating and lighting [in kWh/year] multiplied by fuel costs. (£/m²/year where cost is derived from kWh).", "@language" "en"}}, :csv2rdf.metadata.column/name "CURRENT_ENERGY_EFFICIENCY", :csv2rdf.metadata.properties/parent Parent reference}, 49 {:datatype {:base "string"}, :name "FLOOR_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6cfac0bd "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 84 {:datatype {:base "string"}, :name "POSTTOWN", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x549debdb "http://purl.org/dc/terms/description"] {"@value" "The post town of the property", "@language" "en"}}, :csv2rdf.metadata.column/name "POSTTOWN", :csv2rdf.metadata.properties/parent Parent reference}} {0 {:csv2rdf.metadata.column/name "LMK_KEY", :titles {"und" ["LMK_KEY"]}, :virtual false, :suppressOutput false}, 65 {:csv2rdf.metadata.column/name "MAINHEAT_ENERGY_EFF", :titles {"und" ["MAINHEAT_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 70 {:csv2rdf.metadata.column/name "LIGHTING_DESCRIPTION", :titles {"und" ["LIGHTING_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 62 {:csv2rdf.metadata.column/name "ROOF_ENERGY_EFF", :titles {"und" ["ROOF_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 74 {:csv2rdf.metadata.column/name "WIND_TURBINE_COUNT", :titles {"und" ["WIND_TURBINE_COUNT"]}, :virtual false, :suppressOutput false}, 7 {:csv2rdf.metadata.column/name "POTENTIAL_ENERGY_RATING", :titles {"und" ["POTENTIAL_ENERGY_RATING"]}, :virtual false, :suppressOutput false}, 59 {:csv2rdf.metadata.column/name "SHEATING_ENERGY_EFF", :titles {"und" ["SHEATING_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 86 {:csv2rdf.metadata.column/name "LODGEMENT_DATETIME", :titles {"und" ["LODGEMENT_DATETIME"]}, :virtual false, :suppressOutput false}, 20 {:csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_CURRENT", :titles {"und" ["ENERGY_CONSUMPTION_CURRENT"]}, :virtual false, :suppressOutput false}, 72 {:csv2rdf.metadata.column/name "LIGHTING_ENV_EFF", :titles {"und" ["LIGHTING_ENV_EFF"]}, :virtual false, :suppressOutput false}, 58 {:csv2rdf.metadata.column/name "SECONDHEAT_DESCRIPTION", :titles {"und" ["SECONDHEAT_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 60 {:csv2rdf.metadata.column/name "SHEATING_ENV_EFF", :titles {"und" ["SHEATING_ENV_EFF"]}, :virtual false, :suppressOutput false}, 27 {:csv2rdf.metadata.column/name "HEATING_COST_CURRENT", :titles {"und" ["HEATING_COST_CURRENT"]}, :virtual false, :suppressOutput false}, 1 {:csv2rdf.metadata.column/name "ADDRESS1", :titles {"und" ["ADDRESS1"]}, :virtual false, :suppressOutput false}, 69 {:csv2rdf.metadata.column/name "MAINHEATC_ENV_EFF", :titles {"und" ["MAINHEATC_ENV_EFF"]}, :virtual false, :suppressOutput false}, 24 {:csv2rdf.metadata.column/name "CO2_EMISSIONS_POTENTIAL", :titles {"und" ["CO2_EMISSIONS_POTENTIAL"]}, :virtual false, :suppressOutput false}, 55 {:csv2rdf.metadata.column/name "WALLS_DESCRIPTION", :titles {"und" ["WALLS_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 85 {:csv2rdf.metadata.column/name "CONSTRUCTION_AGE_BAND", :titles {"und" ["CONSTRUCTION_AGE_BAND"]}, :virtual false, :suppressOutput false}, 39 {:csv2rdf.metadata.column/name "GLAZED_TYPE", :titles {"und" ["GLAZED_TYPE"]}, :virtual false, :suppressOutput false}, 88 {:csv2rdf.metadata.column/name "FIXED_LIGHTING_OUTLETS_COUNT", :titles {"und" ["FIXED_LIGHTING_OUTLETS_COUNT"]}, :virtual false, :suppressOutput false}, 46 {:csv2rdf.metadata.column/name "HOTWATER_DESCRIPTION", :titles {"und" ["HOTWATER_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 4 {:csv2rdf.metadata.column/name "POSTCODE", :titles {"und" ["POSTCODE"]}, :virtual false, :suppressOutput false}, 77 {:csv2rdf.metadata.column/name "FLOOR_HEIGHT", :titles {"und" ["FLOOR_HEIGHT"]}, :virtual false, :suppressOutput false}, 54 {:csv2rdf.metadata.column/name "WINDOWS_ENV_EFF", :titles {"und" ["WINDOWS_ENV_EFF"]}, :virtual false, :suppressOutput false}, 15 {:csv2rdf.metadata.column/name "COUNTY", :titles {"und" ["COUNTY"]}, :virtual false, :suppressOutput false}, 48 {:csv2rdf.metadata.column/name "HOT_WATER_ENV_EFF", :titles {"und" ["HOT_WATER_ENV_EFF"]}, :virtual false, :suppressOutput false}, 50 {:csv2rdf.metadata.column/name "FLOOR_ENERGY_EFF", :titles {"und" ["FLOOR_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 75 {:csv2rdf.metadata.column/name "HEAT_LOSS_CORRIDOR", :titles {"und" ["HEAT_LOSS_CORRIDOR"]}, :virtual false, :suppressOutput false}, 21 {:csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_POTENTIAL", :titles {"und" ["ENERGY_CONSUMPTION_POTENTIAL"]}, :virtual false, :suppressOutput false}, 31 {:csv2rdf.metadata.column/name "TOTAL_FLOOR_AREA", :titles {"und" ["TOTAL_FLOOR_AREA"]}, :virtual false, :suppressOutput false}, 32 {:csv2rdf.metadata.column/name "ENERGY_TARIFF", :titles {"und" ["ENERGY_TARIFF"]}, :virtual false, :suppressOutput false}, 40 {:csv2rdf.metadata.column/name "GLAZED_AREA", :titles {"und" ["GLAZED_AREA"]}, :virtual false, :suppressOutput false}, 91 {:csv2rdf.metadata.column/name "UPRN_SOURCE", :titles {"und" ["UPRN_SOURCE"]}, :virtual false, :suppressOutput false}, 56 {:csv2rdf.metadata.column/name "WALLS_ENERGY_EFF", :titles {"und" ["WALLS_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 33 {:csv2rdf.metadata.column/name "MAINS_GAS_FLAG", :titles {"und" ["MAINS_GAS_FLAG"]}, :virtual false, :suppressOutput false}, 13 {:csv2rdf.metadata.column/name "LOCAL_AUTHORITY", :titles {"und" ["LOCAL_AUTHORITY"]}, :virtual false, :suppressOutput false}, 22 {:csv2rdf.metadata.column/name "CO2_EMISSIONS_CURRENT", :titles {"und" ["CO2_EMISSIONS_CURRENT"]}, :virtual false, :suppressOutput false}, 90 {:csv2rdf.metadata.column/name "UPRN", :titles {"und" ["UPRN"]}, :virtual false, :suppressOutput false}, 36 {:csv2rdf.metadata.column/name "FLAT_STOREY_COUNT", :titles {"und" ["FLAT_STOREY_COUNT"]}, :virtual false, :suppressOutput false}, 41 {:csv2rdf.metadata.column/name "EXTENSION_COUNT", :titles {"und" ["EXTENSION_COUNT"]}, :virtual false, :suppressOutput false}, 89 {:csv2rdf.metadata.column/name "LOW_ENERGY_FIXED_LIGHT_COUNT", :titles {"und" ["LOW_ENERGY_FIXED_LIGHT_COUNT"]}, :virtual false, :suppressOutput false}, 43 {:csv2rdf.metadata.column/name "NUMBER_HEATED_ROOMS", :titles {"und" ["NUMBER_HEATED_ROOMS"]}, :virtual false, :suppressOutput false}, 61 {:csv2rdf.metadata.column/name "ROOF_DESCRIPTION", :titles {"und" ["ROOF_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 29 {:csv2rdf.metadata.column/name "HOT_WATER_COST_CURRENT", :titles {"und" ["HOT_WATER_COST_CURRENT"]}, :virtual false, :suppressOutput false}, 44 {:csv2rdf.metadata.column/name "LOW_ENERGY_LIGHTING", :titles {"und" ["LOW_ENERGY_LIGHTING"]}, :virtual false, :suppressOutput false}, 6 {:csv2rdf.metadata.column/name "CURRENT_ENERGY_RATING", :titles {"und" ["CURRENT_ENERGY_RATING"]}, :virtual false, :suppressOutput false}, 28 {:csv2rdf.metadata.column/name "HEATING_COST_POTENTIAL", :titles {"und" ["HEATING_COST_POTENTIAL"]}, :virtual false, :suppressOutput false}, 64 {:csv2rdf.metadata.column/name "MAINHEAT_DESCRIPTION", :titles {"und" ["MAINHEAT_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 51 {:csv2rdf.metadata.column/name "FLOOR_ENV_EFF", :titles {"und" ["FLOOR_ENV_EFF"]}, :virtual false, :suppressOutput false}, 25 {:csv2rdf.metadata.column/name "LIGHTING_COST_CURRENT", :titles {"und" ["LIGHTING_COST_CURRENT"]}, :virtual false, :suppressOutput false}, 34 {:csv2rdf.metadata.column/name "FLOOR_LEVEL", :titles {"und" ["FLOOR_LEVEL"]}, :virtual false, :suppressOutput false}, 17 {:csv2rdf.metadata.column/name "TRANSACTION_TYPE", :titles {"und" ["TRANSACTION_TYPE"]}, :virtual false, :suppressOutput false}, 3 {:csv2rdf.metadata.column/name "ADDRESS3", :titles {"und" ["ADDRESS3"]}, :virtual false, :suppressOutput false}, 12 {:csv2rdf.metadata.column/name "INSPECTION_DATE", :titles {"und" ["INSPECTION_DATE"]}, :virtual false, :suppressOutput false}, 2 {:csv2rdf.metadata.column/name "ADDRESS2", :titles {"und" ["ADDRESS2"]}, :virtual false, :suppressOutput false}, 66 {:csv2rdf.metadata.column/name "MAINHEAT_ENV_EFF", :titles {"und" ["MAINHEAT_ENV_EFF"]}, :virtual false, :suppressOutput false}, 23 {:csv2rdf.metadata.column/name "CO2_EMISS_CURR_PER_FLOOR_AREA", :titles {"und" ["CO2_EMISS_CURR_PER_FLOOR_AREA"]}, :virtual false, :suppressOutput false}, 47 {:csv2rdf.metadata.column/name "HOT_WATER_ENERGY_EFF", :titles {"und" ["HOT_WATER_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 35 {:csv2rdf.metadata.column/name "FLAT_TOP_STOREY", :titles {"und" ["FLAT_TOP_STOREY"]}, :virtual false, :suppressOutput false}, 82 {:csv2rdf.metadata.column/name "LOCAL_AUTHORITY_LABEL", :titles {"und" ["LOCAL_AUTHORITY_LABEL"]}, :virtual false, :suppressOutput false}, 76 {:csv2rdf.metadata.column/name "UNHEATED_CORRIDOR_LENGTH", :titles {"und" ["UNHEATED_CORRIDOR_LENGTH"]}, :virtual false, :suppressOutput false}, 19 {:csv2rdf.metadata.column/name "ENVIRONMENT_IMPACT_POTENTIAL", :titles {"und" ["ENVIRONMENT_IMPACT_POTENTIAL"]}, :virtual false, :suppressOutput false}, 57 {:csv2rdf.metadata.column/name "WALLS_ENV_EFF", :titles {"und" ["WALLS_ENV_EFF"]}, :virtual false, :suppressOutput false}, 68 {:csv2rdf.metadata.column/name "MAINHEATC_ENERGY_EFF", :titles {"und" ["MAINHEATC_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 11 {:csv2rdf.metadata.column/name "BUILT_FORM", :titles {"und" ["BUILT_FORM"]}, :virtual false, :suppressOutput false}, 9 {:csv2rdf.metadata.column/name "POTENTIAL_ENERGY_EFFICIENCY", :titles {"und" ["POTENTIAL_ENERGY_EFFICIENCY"]}, :virtual false, :suppressOutput false}, 5 {:csv2rdf.metadata.column/name "BUILDING_REFERENCE_NUMBER", :titles {"und" ["BUILDING_REFERENCE_NUMBER"]}, :virtual false, :suppressOutput false}, 83 {:csv2rdf.metadata.column/name "CONSTITUENCY_LABEL", :titles {"und" ["CONSTITUENCY_LABEL"]}, :virtual false, :suppressOutput false}, 14 {:csv2rdf.metadata.column/name "CONSTITUENCY", :titles {"und" ["CONSTITUENCY"]}, :virtual false, :suppressOutput false}, 45 {:csv2rdf.metadata.column/name "NUMBER_OPEN_FIREPLACES", :titles {"und" ["NUMBER_OPEN_FIREPLACES"]}, :virtual false, :suppressOutput false}, 53 {:csv2rdf.metadata.column/name "WINDOWS_ENERGY_EFF", :titles {"und" ["WINDOWS_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 78 {:csv2rdf.metadata.column/name "PHOTO_SUPPLY", :titles {"und" ["PHOTO_SUPPLY"]}, :virtual false, :suppressOutput false}, 26 {:csv2rdf.metadata.column/name "LIGHTING_COST_POTENTIAL", :titles {"und" ["LIGHTING_COST_POTENTIAL"]}, :virtual false, :suppressOutput false}, 16 {:csv2rdf.metadata.column/name "LODGEMENT_DATE", :titles {"und" ["LODGEMENT_DATE"]}, :virtual false, :suppressOutput false}, 81 {:csv2rdf.metadata.column/name "ADDRESS", :titles {"und" ["ADDRESS"]}, :virtual false, :suppressOutput false}, 79 {:csv2rdf.metadata.column/name "SOLAR_WATER_HEATING_FLAG", :titles {"und" ["SOLAR_WATER_HEATING_FLAG"]}, :virtual false, :suppressOutput false}, 38 {:csv2rdf.metadata.column/name "MULTI_GLAZE_PROPORTION", :titles {"und" ["MULTI_GLAZE_PROPORTION"]}, :virtual false, :suppressOutput false}, 87 {:csv2rdf.metadata.column/name "TENURE", :titles {"und" ["TENURE"]}, :virtual false, :suppressOutput false}, 30 {:csv2rdf.metadata.column/name "HOT_WATER_COST_POTENTIAL", :titles {"und" ["HOT_WATER_COST_POTENTIAL"]}, :virtual false, :suppressOutput false}, 73 {:csv2rdf.metadata.column/name "MAIN_FUEL", :titles {"und" ["MAIN_FUEL"]}, :virtual false, :suppressOutput false}, 10 {:csv2rdf.metadata.column/name "PROPERTY_TYPE", :titles {"und" ["PROPERTY_TYPE"]}, :virtual false, :suppressOutput false}, 18 {:csv2rdf.metadata.column/name "ENVIRONMENT_IMPACT_CURRENT", :titles {"und" ["ENVIRONMENT_IMPACT_CURRENT"]}, :virtual false, :suppressOutput false}, 52 {:csv2rdf.metadata.column/name "WINDOWS_DESCRIPTION", :titles {"und" ["WINDOWS_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 67 {:csv2rdf.metadata.column/name "MAINHEATCONT_DESCRIPTION", :titles {"und" ["MAINHEATCONT_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 71 {:csv2rdf.metadata.column/name "LIGHTING_ENERGY_EFF", :titles {"und" ["LIGHTING_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 42 {:csv2rdf.metadata.column/name "NUMBER_HABITABLE_ROOMS", :titles {"und" ["NUMBER_HABITABLE_ROOMS"]}, :virtual false, :suppressOutput false}, 80 {:csv2rdf.metadata.column/name "MECHANICAL_VENTILATION", :titles {"und" ["MECHANICAL_VENTILATION"]}, :virtual false, :suppressOutput false}, 37 {:csv2rdf.metadata.column/name "MAIN_HEATING_CONTROLS", :titles {"und" ["MAIN_HEATING_CONTROLS"]}, :virtual false, :suppressOutput false}, 63 {:csv2rdf.metadata.column/name "ROOF_ENV_EFF", :titles {"und" ["ROOF_ENV_EFF"]}, :virtual false, :suppressOutput false}, 8 {:csv2rdf.metadata.column/name "CURRENT_ENERGY_EFFICIENCY", :titles {"und" ["CURRENT_ENERGY_EFFICIENCY"]}, :virtual false, :suppressOutput false}, 49 {:csv2rdf.metadata.column/name "FLOOR_DESCRIPTION", :titles {"und" ["FLOOR_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 84 {:csv2rdf.metadata.column/name "POSTTOWN", :titles {"und" ["POSTTOWN"]}, :virtual false, :suppressOutput false}}
Row #2 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'Owner-occupied' as type 'float': For input string: "Owner-occupied"
Row #3 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'Rented (private)' as type 'float': For input string: "Rented (private)"
Row #4 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #5 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #6 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #7 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #8 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #10 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #11 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #12 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"
Row #13 col #88 (column 'FIXED_LIGHTING_OUTLETS_COUNT') in file: certificates.csv has error: Cannot parse 'owner-occupied' as type 'float': For input string: "owner-occupied"

@RickMoynihan
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I couldn't find the example I'd used but recreated a different one:

different-schema-columns-verbose-output-issue.zip

lj -M:cli:with-logging -u schema.json --validate-data
Schemas have different number of non-virtual columns for schemas: certificates.csv null, non virtual columns are: {0 {:datatype {:base "string"}, :name "LMK_KEY", :required true, :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x712594f4 "http://purl.org/dc/terms/description"] {"@value" "Individual lodgement identifier. Guaranteed to be unique and can be used to identify a certificate in the downloads and the API.", "@language" "en"}}, :csv2rdf.metadata.column/name "LMK_KEY", :csv2rdf.metadata.properties/parent Parent reference}, 65 {:datatype {:base "string"}, :name "MAINHEAT_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x30a4a111 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEAT_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 70 {:datatype {:base "string"}, :name "LIGHTING_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7f6a6d46 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 62 {:datatype {:base "string"}, :name "ROOF_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x238a7e3d "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "ROOF_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 74 {:datatype {:base "float"}, :name "WIND_TURBINE_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7ed5cc8c "http://purl.org/dc/terms/description"] {"@value" "Number of wind turbines; 0 if none.", "@language" "en"}}, :csv2rdf.metadata.column/name "WIND_TURBINE_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 7 {:datatype {:base "string"}, :name "POTENTIAL_ENERGY_RATING", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6bec566e "http://purl.org/dc/terms/description"] {"@value" "Estimated potential energy rating converted into a linear 'A to G' rating (where A is the most energy efficient and G is the least energy efficient)", "@language" "en"}}, :csv2rdf.metadata.column/name "POTENTIAL_ENERGY_RATING", :csv2rdf.metadata.properties/parent Parent reference}, 59 {:datatype {:base "string"}, :name "SHEATING_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x47400608 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "SHEATING_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 86 {:datatype {:format #object[java.time.format.DateTimeFormatter 0x374bf34b "Value(YearOfEra,4,19,EXCEEDS_PAD)'-'Value(MonthOfYear,2)'-'Value(DayOfMonth,2)' 'Value(HourOfDay,2)':'Value(MinuteOfHour,2)':'Value(SecondOfMinute,2)"], :base "date"}, :name "LODGEMENT_DATETIME", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x67aaf882 "http://purl.org/dc/terms/description"] {"@value" "Date and time lodged on the Energy Performance of Buildings Register.", "@language" "en"}}, :csv2rdf.metadata.column/name "LODGEMENT_DATETIME", :csv2rdf.metadata.properties/parent Parent reference}, 20 {:datatype {:base "float"}, :name "ENERGY_CONSUMPTION_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6efc9d3f "http://purl.org/dc/terms/description"] {"@value" "Current estimated total energy consumption for the property in a 12 month period (kWh/m2). Displayed on EPC as the current primary energy use per square metre of floor area.", "@language" "en"}}, :csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 72 {:datatype {:base "string"}, :name "LIGHTING_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x294bb6ae "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 58 {:datatype {:base "string"}, :name "SECONDHEAT_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4172c967 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "SECONDHEAT_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 60 {:datatype {:base "string"}, :name "SHEATING_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x71ac5723 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "SHEATING_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 27 {:datatype {:base "float"}, :name "HEATING_COST_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7bb3294c "http://purl.org/dc/terms/description"] {"@value" "GBP. Current estimated annual energy costs for heating the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "HEATING_COST_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 1 {:datatype {:base "string"}, :name "ADDRESS1", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xf391e52 "http://purl.org/dc/terms/description"] {"@value" "First line of the address", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS1", :csv2rdf.metadata.properties/parent Parent reference}, 69 {:datatype {:base "string"}, :name "MAINHEATC_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5857d723 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEATC_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 24 {:datatype {:base "decimal"}, :name "CO2_EMISSIONS_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4b518645 "http://purl.org/dc/terms/description"] {"@value" "Estimated value in Tonnes per Year of the total CO₂ emissions produced by the Property in 12 month period.", "@language" "en"}}, :csv2rdf.metadata.column/name "CO2_EMISSIONS_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 55 {:datatype {:base "string"}, :name "WALLS_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x294a3f2a "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "WALLS_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 85 {:datatype {:base "string"}, :name "CONSTRUCTION_AGE_BAND", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6e466fdf "http://purl.org/dc/terms/description"] {"@value" "Age band when building part constructed. England & Wales only. One of: before 1900; 1900-1929; 1930-1949; 1950-1966; 1967-1975; 1976-1982; 1983-1990; 1991-1995; 1996-2002; 2003-2006; 2007-2011; 2012 onwards.", "@language" "en"}}, :csv2rdf.metadata.column/name "CONSTRUCTION_AGE_BAND", :csv2rdf.metadata.properties/parent Parent reference}, 39 {:datatype {:base "string"}, :name "GLAZED_TYPE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x84e43fb "http://purl.org/dc/terms/description"] {"@value" "The type of glazing. From British Fenestration Rating Council or manufacturer declaration, one of; single; double; triple.", "@language" "en"}}, :csv2rdf.metadata.column/name "GLAZED_TYPE", :csv2rdf.metadata.properties/parent Parent reference}, 88 {:datatype {:base "float"}, :name "FIXED_LIGHTING_OUTLETS_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4fea9f19 "http://purl.org/dc/terms/description"] {"@value" "The number of fixed lighting outlets.", "@language" "en"}}, :csv2rdf.metadata.column/name "FIXED_LIGHTING_OUTLETS_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 46 {:datatype {:base "string"}, :name "HOTWATER_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x37a14aa1 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "HOTWATER_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 4 {:datatype {:base "string"}, :name "POSTCODE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6ac4f31d "http://purl.org/dc/terms/description"] {"@value" "The postcode of the property", "@language" "en"}}, :csv2rdf.metadata.column/name "POSTCODE", :csv2rdf.metadata.properties/parent Parent reference}, 77 {:datatype {:base "decimal"}, :name "FLOOR_HEIGHT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x106f2425 "http://purl.org/dc/terms/description"] {"@value" "Average height of the storey in metres.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_HEIGHT", :csv2rdf.metadata.properties/parent Parent reference}, 54 {:datatype {:base "string"}, :name "WINDOWS_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xb666366 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WINDOWS_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 15 {:datatype {:base "string"}, :name "COUNTY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x362fd4e9 "http://purl.org/dc/terms/description"] {"@value" "County in which the building is located (where applicable)", "@language" "en"}}, :csv2rdf.metadata.column/name "COUNTY", :csv2rdf.metadata.properties/parent Parent reference}, 48 {:datatype {:base "string"}, :name "HOT_WATER_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7bbe852a "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 50 {:datatype {:base "string"}, :name "FLOOR_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1299c874 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 75 {:datatype {:base "string"}, :name "HEAT_LOSS_CORRIDOR", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2adce412 "http://purl.org/dc/terms/description"] {"@value" "Flats and maisonettes only. Indicates that the flat contains a corridor through which heat is lost. Heat loss corridor, one of: no corridor; heated corridor; unheated corridor", "@language" "en"}}, :csv2rdf.metadata.column/name "HEAT_LOSS_CORRIDOR", :csv2rdf.metadata.properties/parent Parent reference}, 21 {:datatype {:base "float"}, :name "ENERGY_CONSUMPTION_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x629cf53c "http://purl.org/dc/terms/description"] {"@value" "Estimated potential total energy consumption for the Property in a 12 month period. Value is Kilowatt Hours per Square Metre (kWh/m²)", "@language" "en"}}, :csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 31 {:datatype {:base "decimal"}, :name "TOTAL_FLOOR_AREA", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6d84ab90 "http://purl.org/dc/terms/description"] {"@value" "The total useful floor area is the total of all enclosed spaces measured to the internal face of the external walls, i.e. the gross floor area as measured in accordance with the guidance issued from time to time by the Royal Institute of Chartered Surveyors or by a body replacing that institution. (m²)", "@language" "en"}}, :csv2rdf.metadata.column/name "TOTAL_FLOOR_AREA", :csv2rdf.metadata.properties/parent Parent reference}, 32 {:datatype {:base "string"}, :name "ENERGY_TARIFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3182143c "http://purl.org/dc/terms/description"] {"@value" "Type of electricity tariff for the property, e.g. single.", "@language" "en"}}, :csv2rdf.metadata.column/name "ENERGY_TARIFF", :csv2rdf.metadata.properties/parent Parent reference}, 40 {:datatype {:base "string"}, :name "GLAZED_AREA", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7cb38a6a "http://purl.org/dc/terms/description"] {"@value" "Ranged estimate of the total glazed area of the Habitable Area.", "@language" "en"}}, :csv2rdf.metadata.column/name "GLAZED_AREA", :csv2rdf.metadata.properties/parent Parent reference}, 56 {:datatype {:base "string"}, :name "WALLS_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7983a5d5 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WALLS_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 33 {:datatype {:base "string"}, :name "MAINS_GAS_FLAG", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3113595e "http://purl.org/dc/terms/description"] {"@value" "Whether mains gas is available. Yes means that there is a gas meter or a gas-burning appliance in the dwelling. A closed-off gas pipe does not count.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINS_GAS_FLAG", :csv2rdf.metadata.properties/parent Parent reference}, 13 {:datatype {:base "string"}, :name "LOCAL_AUTHORITY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x109188b4 "http://purl.org/dc/terms/description"] {"@value" "Office for National Statistics (ONS) code. Local authority area in which the building is located.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOCAL_AUTHORITY", :csv2rdf.metadata.properties/parent Parent reference}, 22 {:datatype {:base "decimal"}, :name "CO2_EMISSIONS_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7091a016 "http://purl.org/dc/terms/description"] {"@value" "CO₂ emissions per year in tonnes/year.", "@language" "en"}}, :csv2rdf.metadata.column/name "CO2_EMISSIONS_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 90 {:datatype {:base "integer"}, :name "UPRN", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x14580edc "http://purl.org/dc/terms/description"] {"@value" "The UPRN submitted by an assessor or alternatively from the department’s address matching algorithm.", "@language" "en"}}, :csv2rdf.metadata.column/name "UPRN", :csv2rdf.metadata.properties/parent Parent reference}, 36 {:datatype {:base "decimal"}, :name "FLAT_STOREY_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3f2a7ca0 "http://purl.org/dc/terms/description"] {"@value" "The number of storeys in the apartment block.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLAT_STOREY_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 41 {:datatype {:base "integer"}, :name "EXTENSION_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x23e297d9 "http://purl.org/dc/terms/description"] {"@value" "The number of extensions added to the property. Between 0 and 4.", "@language" "en"}}, :csv2rdf.metadata.column/name "EXTENSION_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 89 {:datatype {:base "float"}, :name "LOW_ENERGY_FIXED_LIGHT_COUNT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5e8e02a3 "http://purl.org/dc/terms/description"] {"@value" "The number of low-energy fixed lighting outlets.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOW_ENERGY_FIXED_LIGHT_COUNT", :csv2rdf.metadata.properties/parent Parent reference}, 43 {:datatype {:base "float"}, :name "NUMBER_HEATED_ROOMS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xa74c940 "http://purl.org/dc/terms/description"] {"@value" "The number of heated rooms in the property if more than half of the habitable rooms are not heated.", "@language" "en"}}, :csv2rdf.metadata.column/name "NUMBER_HEATED_ROOMS", :csv2rdf.metadata.properties/parent Parent reference}, 61 {:datatype {:base "string"}, :name "ROOF_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x66576bd2 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "ROOF_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 29 {:datatype {:base "float"}, :name "HOT_WATER_COST_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x51bc649e "http://purl.org/dc/terms/description"] {"@value" "GBP. Current estimated annual energy costs for hot water", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_COST_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 44 {:datatype {:base "integer"}, :name "LOW_ENERGY_LIGHTING", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7f09ff10 "http://purl.org/dc/terms/description"] {"@value" "The percentage of low energy lighting present in the property as a percentage of the total fixed lights in the property. 0% indicates that no low-energy lighting is present.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOW_ENERGY_LIGHTING", :csv2rdf.metadata.properties/parent Parent reference}, 6 {:datatype {:base "string"}, :name "CURRENT_ENERGY_RATING", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x531b1778 "http://purl.org/dc/terms/description"] {"@value" "Current energy rating converted into a linear 'A to G' rating (where A is the most energy efficient and G is the least energy efficient)", "@language" "en"}}, :csv2rdf.metadata.column/name "CURRENT_ENERGY_RATING", :csv2rdf.metadata.properties/parent Parent reference}, 28 {:datatype {:base "float"}, :name "HEATING_COST_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xecfff32 "http://purl.org/dc/terms/description"] {"@value" "GBP. Potential annual energy costs for lighting the property after improvements have been made.", "@language" "en"}}, :csv2rdf.metadata.column/name "HEATING_COST_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 64 {:datatype {:base "string"}, :name "MAINHEAT_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3c65f2e1 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEAT_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 51 {:datatype {:base "string"}, :name "FLOOR_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xc247b02 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 25 {:datatype {:base "float"}, :name "LIGHTING_COST_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x78f1d29 "http://purl.org/dc/terms/description"] {"@value" "GBP. Current estimated annual energy costs for lighting the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_COST_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 34 {:datatype {:base "string"}, :name "FLOOR_LEVEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x76c85485 "http://purl.org/dc/terms/description"] {"@value" "Flats and maisonettes only. Floor level relative to the lowest level of the property (0 for ground floor). If there is a basement, the basement is level 0 and the other floors are from 1 upwards", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_LEVEL", :csv2rdf.metadata.properties/parent Parent reference}, 17 {:datatype {:base "string"}, :name "TRANSACTION_TYPE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x65294247 "http://purl.org/dc/terms/description"] {"@value" "Type of transaction that triggered EPC. For example, one of: marketed sale; non-marketed sale; new-dwelling; rental; not sale or rental; assessment for Green Deal; following Green Deal; FIT application; none of the above; RHI application; ECO assessment. Where the reason for the assessment is unknown by the energy assessor the transaction type will be recorded as 'none of the above'. Transaction types may be changed over time.", "@language" "en"}}, :csv2rdf.metadata.column/name "TRANSACTION_TYPE", :csv2rdf.metadata.properties/parent Parent reference}, 3 {:datatype {:base "string"}, :name "ADDRESS3", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4a7ac98b "http://purl.org/dc/terms/description"] {"@value" "Third line of the address", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS3", :csv2rdf.metadata.properties/parent Parent reference}, 12 {:datatype {:base "date"}, :name "INSPECTION_DATE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x35e3f3b8 "http://purl.org/dc/terms/description"] {"@value" "The date that the inspection was actually carried out by the energy assessor", "@language" "en"}}, :csv2rdf.metadata.column/name "INSPECTION_DATE", :csv2rdf.metadata.properties/parent Parent reference}, 2 {:datatype {:base "string"}, :name "ADDRESS2", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x13bf5fd "http://purl.org/dc/terms/description"] {"@value" "Second line of the address", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS2", :csv2rdf.metadata.properties/parent Parent reference}, 66 {:datatype {:base "string"}, :name "MAINHEAT_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2eafb4e7 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEAT_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 23 {:datatype {:base "decimal"}, :name "CO2_EMISS_CURR_PER_FLOOR_AREA", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x32050628 "http://purl.org/dc/terms/description"] {"@value" "CO₂ emissions per square metre floor area per year in kg/m²", "@language" "en"}}, :csv2rdf.metadata.column/name "CO2_EMISS_CURR_PER_FLOOR_AREA", :csv2rdf.metadata.properties/parent Parent reference}, 47 {:datatype {:base "string"}, :name "HOT_WATER_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x18d14de3 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 35 {:datatype {:base "string"}, :name "FLAT_TOP_STOREY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x469bd719 "http://purl.org/dc/terms/description"] {"@value" "Whether the flat is on the top storey", "@language" "en"}}, :csv2rdf.metadata.column/name "FLAT_TOP_STOREY", :csv2rdf.metadata.properties/parent Parent reference}, 82 {:datatype {:base "string"}, :name "LOCAL_AUTHORITY_LABEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x15405ba1 "http://purl.org/dc/terms/description"] {"@value" "The name of the local authority area in which the building is located. This field is for additional information only and should not be relied upon: please refer to the Local Authority ONS Code.", "@language" "en"}}, :csv2rdf.metadata.column/name "LOCAL_AUTHORITY_LABEL", :csv2rdf.metadata.properties/parent Parent reference}, 76 {:datatype {:base "decimal"}, :name "UNHEATED_CORRIDOR_LENGTH", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xf6e3b67 "http://purl.org/dc/terms/description"] {"@value" "The total length of unheated corridor in the flat. Only populated if flat or maisonette contains unheated corridor. If unheated corridor, length of sheltered wall (m²).", "@language" "en"}}, :csv2rdf.metadata.column/name "UNHEATED_CORRIDOR_LENGTH", :csv2rdf.metadata.properties/parent Parent reference}, 19 {:datatype {:base "integer"}, :name "ENVIRONMENTAL_IMPACT_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1dc2c13c "http://purl.org/dc/terms/description"] {"@value" "The potential Environmental Impact Rating. A measure of the property's potential impact on the environment in terms of carbon dioxide (CO₂) emissions after improvements have been carried out. The higher the rating the lower the CO₂ emissions. (CO₂ emissions in tonnes / year)", "@language" "en"}}, :csv2rdf.metadata.column/name "ENVIRONMENTAL_IMPACT_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 57 {:datatype {:base "string"}, :name "WALLS_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x579ee82 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WALLS_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 68 {:datatype {:base "string"}, :name "MAINHEATC_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x127320df "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEATC_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 11 {:datatype {:base "string"}, :name "BUILT_FORM", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6c3884f5 "http://purl.org/dc/terms/description"] {"@value" "The building type of the Property e.g. Detached, Semi-Detached, Terrace etc. Together with the Property Type, the Build Form produces a structured description of the property", "@language" "en"}}, :csv2rdf.metadata.column/name "BUILT_FORM", :csv2rdf.metadata.properties/parent Parent reference}, 9 {:datatype {:base "integer"}, :name "POTENTIAL_ENERGY_EFFICIENCY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6778636f "http://purl.org/dc/terms/description"] {"@value" "The potential energy efficiency rating of the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "POTENTIAL_ENERGY_EFFICIENCY", :csv2rdf.metadata.properties/parent Parent reference}, 5 {:datatype {:base "string"}, :name "BUILDING_REFERENCE_NUMBER", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2dbf8cfc "http://purl.org/dc/terms/description"] {"@value" "Unique identifier for the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "BUILDING_REFERENCE_NUMBER", :csv2rdf.metadata.properties/parent Parent reference}, 83 {:datatype {:base "string"}, :name "CONSTITUENCY_LABEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x26c1244c "http://purl.org/dc/terms/description"] {"@value" "The name of the parliamentary constituency in which the building is located. This field is for additional information only and should not be relied upon: please refer to the Constituency ONS Code.", "@language" "en"}}, :csv2rdf.metadata.column/name "CONSTITUENCY_LABEL", :csv2rdf.metadata.properties/parent Parent reference}, 14 {:datatype {:base "string"}, :name "CONSTITUENCY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xe76134d "http://purl.org/dc/terms/description"] {"@value" "Office for National Statistics (ONS) code. Parliamentary constituency in which the building is located.", "@language" "en"}}, :csv2rdf.metadata.column/name "CONSTITUENCY", :csv2rdf.metadata.properties/parent Parent reference}, 45 {:datatype {:base "integer"}, :name "NUMBER_OPEN_FIREPLACES", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x2a317af7 "http://purl.org/dc/terms/description"] {"@value" "The number of Open Fireplaces in the Property. An Open Fireplace is a fireplace that still allows air to pass between the inside of the Property and the outside.", "@language" "en"}}, :csv2rdf.metadata.column/name "NUMBER_OPEN_FIREPLACES", :csv2rdf.metadata.properties/parent Parent reference}, 53 {:datatype {:base "string"}, :name "WINDOWS_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x7b38db21 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "WINDOWS_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 78 {:datatype {:base "float"}, :name "PHOTO_SUPPLY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x54f4734e "http://purl.org/dc/terms/description"] {"@value" "Percentage of photovoltaic area as a percentage of total roof area. 0% indicates that a Photovoltaic Supply is not present in the property.", "@language" "en"}}, :csv2rdf.metadata.column/name "PHOTO_SUPPLY", :csv2rdf.metadata.properties/parent Parent reference}, 26 {:datatype {:base "float"}, :name "LIGHTING_COST_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6a26eee6 "http://purl.org/dc/terms/description"] {"@value" "GBP. Potential estimated annual energy costs for lighting the property after improvements have been made.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_COST_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 16 {:datatype {:base "date"}, :name "LODGEMENT_DATE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x4be1c797 "http://purl.org/dc/terms/description"] {"@value" "Date lodged on the Energy Performance of Buildings Register", "@language" "en"}}, :csv2rdf.metadata.column/name "LODGEMENT_DATE", :csv2rdf.metadata.properties/parent Parent reference}, 81 {:datatype {:base "string"}, :name "ADDRESS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x76bdfc19 "http://purl.org/dc/terms/description"] {"@value" "Field containing the concatenation of address1, address2 and address3. Note that post code is recorded separately.", "@language" "en"}}, :csv2rdf.metadata.column/name "ADDRESS", :csv2rdf.metadata.properties/parent Parent reference}, 79 {:datatype {:base "string"}, :name "SOLAR_WATER_HEATING_FLAG", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1248f83 "http://purl.org/dc/terms/description"] {"@value" "Indicates whether the heating in the Property is solar powered.", "@language" "en"}}, :csv2rdf.metadata.column/name "SOLAR_WATER_HEATING_FLAG", :csv2rdf.metadata.properties/parent Parent reference}, 38 {:datatype {:base "float"}, :name "MULTI_GLAZE_PROPORTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5c28009f "http://purl.org/dc/terms/description"] {"@value" "The estimated banded range (e.g. 0% - 10%) of the total glazed area of the Property that is multiple glazed.", "@language" "en"}}, :csv2rdf.metadata.column/name "MULTI_GLAZE_PROPORTION", :csv2rdf.metadata.properties/parent Parent reference}, 87 {:datatype {:base "string"}, :name "TENURE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x19b0a9f2 "http://purl.org/dc/terms/description"] {"@value" "Describes the tenure type of the property. One of: Owner-occupied; Rented (social); Rented (private).", "@language" "en"}}, :csv2rdf.metadata.column/name "TENURE", :csv2rdf.metadata.properties/parent Parent reference}, 30 {:datatype {:base "float"}, :name "HOT_WATER_COST_POTENTIAL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0xf4c3e9 "http://purl.org/dc/terms/description"] {"@value" "GBP. Potential estimated annual energy costs for hot water after improvements have been made.", "@language" "en"}}, :csv2rdf.metadata.column/name "HOT_WATER_COST_POTENTIAL", :csv2rdf.metadata.properties/parent Parent reference}, 73 {:datatype {:base "string"}, :name "MAIN_FUEL", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x25890ce3 "http://purl.org/dc/terms/description"] {"@value" "The type of fuel used to power the central heating e.g. Gas, Electricity", "@language" "en"}}, :csv2rdf.metadata.column/name "MAIN_FUEL", :csv2rdf.metadata.properties/parent Parent reference}, 10 {:datatype {:base "string"}, :name "PROPERTY_TYPE", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x39b9dc35 "http://purl.org/dc/terms/description"] {"@value" "Describes the type of property such as House, Flat, Maisonette etc. This is the type differentiator for dwellings.", "@language" "en"}}, :csv2rdf.metadata.column/name "PROPERTY_TYPE", :csv2rdf.metadata.properties/parent Parent reference}, 18 {:datatype {:base "integer"}, :name "ENVIRONMENTAL_IMPACT_CURRENT", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x25da1dc9 "http://purl.org/dc/terms/description"] {"@value" "The Environmental Impact Rating. A measure of the property's current impact on the environment in terms of carbon dioxide (CO₂) emissions. The higher the rating the lower the CO₂ emissions. (CO₂ emissions in tonnes / year)", "@language" "en"}}, :csv2rdf.metadata.column/name "ENVIRONMENTAL_IMPACT_CURRENT", :csv2rdf.metadata.properties/parent Parent reference}, 52 {:datatype {:base "string"}, :name "WINDOWS_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3976910 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "WINDOWS_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 67 {:datatype {:base "string"}, :name "MAINHEATCONT_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6e149395 "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "MAINHEATCONT_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 71 {:datatype {:base "string"}, :name "LIGHTING_ENERGY_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x19bbb216 "http://purl.org/dc/terms/description"] {"@value" "Energy efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "LIGHTING_ENERGY_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 42 {:datatype {:base "float"}, :name "NUMBER_HABITABLE_ROOMS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6cfac0bd "http://purl.org/dc/terms/description"] {"@value" "Habitable rooms include any living room, sitting room, dining room, bedroom, study and similar; and also a non-separated conservatory. A kitchen/diner having a discrete seating area (with space for a table and four chairs) also counts as a habitable room. A non-separated conservatory adds to the habitable room count if it has an internal quality door between it and the dwelling. Excluded from the room count are any room used solely as a kitchen, utility room, bathroom, cloakroom, en-suite accommodation and similar and any hallway, stairs or landing; and also any room not having a window.", "@language" "en"}}, :csv2rdf.metadata.column/name "NUMBER_HABITABLE_ROOMS", :csv2rdf.metadata.properties/parent Parent reference}, 80 {:datatype {:base "string"}, :name "MECHANICAL_VENTILATION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x549debdb "http://purl.org/dc/terms/description"] {"@value" "Identifies the type of mechanical ventilation the property has. This is required for the RdSAP calculation.", "@language" "en"}}, :csv2rdf.metadata.column/name "MECHANICAL_VENTILATION", :csv2rdf.metadata.properties/parent Parent reference}, 37 {:datatype {:base "string"}, :name "MAIN_HEATING_CONTROLS", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x1edf52e6 "http://purl.org/dc/terms/description"] {"@value" "Type of main heating controls. Includes both main heating systems if there are two.", "@language" "en"}}, :csv2rdf.metadata.column/name "MAIN_HEATING_CONTROLS", :csv2rdf.metadata.properties/parent Parent reference}, 63 {:datatype {:base "string"}, :name "ROOF_ENV_EFF", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5ab06829 "http://purl.org/dc/terms/description"] {"@value" "Environmental efficiency rating. One of: very good; good; average; poor; very poor. On actual energy certificate shown as one to five star rating.", "@language" "en"}}, :csv2rdf.metadata.column/name "ROOF_ENV_EFF", :csv2rdf.metadata.properties/parent Parent reference}, 8 {:datatype {:base "date"}, :name "CURRENT_ENERGY_EFFICIENCY", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x6075a4ea "http://purl.org/dc/terms/description"] {"@value" "Based on cost of energy, i.e. energy required for space heating, water heating and lighting [in kWh/year] multiplied by fuel costs. (£/m²/year where cost is derived from kWh).", "@language" "en"}}, :csv2rdf.metadata.column/name "CURRENT_ENERGY_EFFICIENCY", :csv2rdf.metadata.properties/parent Parent reference}, 49 {:datatype {:base "string"}, :name "FLOOR_DESCRIPTION", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x5b0d480c "http://purl.org/dc/terms/description"] {"@value" "Overall description of the property feature", "@language" "en"}}, :csv2rdf.metadata.column/name "FLOOR_DESCRIPTION", :csv2rdf.metadata.properties/parent Parent reference}, 84 {:datatype {:base "string"}, :name "POSTTOWN", :csv2rdf.metadata.types/common-properties {#object[java.net.URI 0x3f2169e9 "http://purl.org/dc/terms/description"] {"@value" "The post town of the property", "@language" "en"}}, :csv2rdf.metadata.column/name "POSTTOWN", :csv2rdf.metadata.properties/parent Parent reference}} {0 {:csv2rdf.metadata.column/name "LMK_KEY", :titles {"und" ["LMK_KEY"]}, :virtual false, :suppressOutput false}, 65 {:csv2rdf.metadata.column/name "MAINHEAT_ENERGY_EFF", :titles {"und" ["MAINHEAT_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 70 {:csv2rdf.metadata.column/name "LIGHTING_DESCRIPTION", :titles {"und" ["LIGHTING_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 62 {:csv2rdf.metadata.column/name "ROOF_ENERGY_EFF", :titles {"und" ["ROOF_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 74 {:csv2rdf.metadata.column/name "WIND_TURBINE_COUNT", :titles {"und" ["WIND_TURBINE_COUNT"]}, :virtual false, :suppressOutput false}, 7 {:csv2rdf.metadata.column/name "POTENTIAL_ENERGY_RATING", :titles {"und" ["POTENTIAL_ENERGY_RATING"]}, :virtual false, :suppressOutput false}, 59 {:csv2rdf.metadata.column/name "SHEATING_ENERGY_EFF", :titles {"und" ["SHEATING_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 86 {:csv2rdf.metadata.column/name "LODGEMENT_DATETIME", :titles {"und" ["LODGEMENT_DATETIME"]}, :virtual false, :suppressOutput false}, 20 {:csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_CURRENT", :titles {"und" ["ENERGY_CONSUMPTION_CURRENT"]}, :virtual false, :suppressOutput false}, 72 {:csv2rdf.metadata.column/name "LIGHTING_ENV_EFF", :titles {"und" ["LIGHTING_ENV_EFF"]}, :virtual false, :suppressOutput false}, 58 {:csv2rdf.metadata.column/name "SECONDHEAT_DESCRIPTION", :titles {"und" ["SECONDHEAT_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 60 {:csv2rdf.metadata.column/name "SHEATING_ENV_EFF", :titles {"und" ["SHEATING_ENV_EFF"]}, :virtual false, :suppressOutput false}, 27 {:csv2rdf.metadata.column/name "HEATING_COST_CURRENT", :titles {"und" ["HEATING_COST_CURRENT"]}, :virtual false, :suppressOutput false}, 1 {:csv2rdf.metadata.column/name "ADDRESS1", :titles {"und" ["ADDRESS1"]}, :virtual false, :suppressOutput false}, 69 {:csv2rdf.metadata.column/name "MAINHEATC_ENV_EFF", :titles {"und" ["MAINHEATC_ENV_EFF"]}, :virtual false, :suppressOutput false}, 24 {:csv2rdf.metadata.column/name "CO2_EMISSIONS_POTENTIAL", :titles {"und" ["CO2_EMISSIONS_POTENTIAL"]}, :virtual false, :suppressOutput false}, 55 {:csv2rdf.metadata.column/name "WALLS_DESCRIPTION", :titles {"und" ["WALLS_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 85 {:csv2rdf.metadata.column/name "CONSTRUCTION_AGE_BAND", :titles {"und" ["CONSTRUCTION_AGE_BAND"]}, :virtual false, :suppressOutput false}, 39 {:csv2rdf.metadata.column/name "GLAZED_TYPE", :titles {"und" ["GLAZED_TYPE"]}, :virtual false, :suppressOutput false}, 88 {:csv2rdf.metadata.column/name "FIXED_LIGHTING_OUTLETS_COUNT", :titles {"und" ["FIXED_LIGHTING_OUTLETS_COUNT"]}, :virtual false, :suppressOutput false}, 46 {:csv2rdf.metadata.column/name "HOTWATER_DESCRIPTION", :titles {"und" ["HOTWATER_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 4 {:csv2rdf.metadata.column/name "POSTCODE", :titles {"und" ["POSTCODE"]}, :virtual false, :suppressOutput false}, 77 {:csv2rdf.metadata.column/name "FLOOR_HEIGHT", :titles {"und" ["FLOOR_HEIGHT"]}, :virtual false, :suppressOutput false}, 54 {:csv2rdf.metadata.column/name "WINDOWS_ENV_EFF", :titles {"und" ["WINDOWS_ENV_EFF"]}, :virtual false, :suppressOutput false}, 15 {:csv2rdf.metadata.column/name "COUNTY", :titles {"und" ["COUNTY"]}, :virtual false, :suppressOutput false}, 48 {:csv2rdf.metadata.column/name "HOT_WATER_ENV_EFF", :titles {"und" ["HOT_WATER_ENV_EFF"]}, :virtual false, :suppressOutput false}, 50 {:csv2rdf.metadata.column/name "FLOOR_ENERGY_EFF", :titles {"und" ["FLOOR_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 75 {:csv2rdf.metadata.column/name "HEAT_LOSS_CORRIDOR", :titles {"und" ["HEAT_LOSS_CORRIDOR"]}, :virtual false, :suppressOutput false}, 21 {:csv2rdf.metadata.column/name "ENERGY_CONSUMPTION_POTENTIAL", :titles {"und" ["ENERGY_CONSUMPTION_POTENTIAL"]}, :virtual false, :suppressOutput false}, 31 {:csv2rdf.metadata.column/name "TOTAL_FLOOR_AREA", :titles {"und" ["TOTAL_FLOOR_AREA"]}, :virtual false, :suppressOutput false}, 32 {:csv2rdf.metadata.column/name "ENERGY_TARIFF", :titles {"und" ["ENERGY_TARIFF"]}, :virtual false, :suppressOutput false}, 40 {:csv2rdf.metadata.column/name "GLAZED_AREA", :titles {"und" ["GLAZED_AREA"]}, :virtual false, :suppressOutput false}, 91 {:csv2rdf.metadata.column/name "UPRN_SOURCE", :titles {"und" ["UPRN_SOURCE"]}, :virtual false, :suppressOutput false}, 56 {:csv2rdf.metadata.column/name "WALLS_ENERGY_EFF", :titles {"und" ["WALLS_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 33 {:csv2rdf.metadata.column/name "MAINS_GAS_FLAG", :titles {"und" ["MAINS_GAS_FLAG"]}, :virtual false, :suppressOutput false}, 13 {:csv2rdf.metadata.column/name "LOCAL_AUTHORITY", :titles {"und" ["LOCAL_AUTHORITY"]}, :virtual false, :suppressOutput false}, 22 {:csv2rdf.metadata.column/name "CO2_EMISSIONS_CURRENT", :titles {"und" ["CO2_EMISSIONS_CURRENT"]}, :virtual false, :suppressOutput false}, 90 {:csv2rdf.metadata.column/name "UPRN", :titles {"und" ["UPRN"]}, :virtual false, :suppressOutput false}, 36 {:csv2rdf.metadata.column/name "FLAT_STOREY_COUNT", :titles {"und" ["FLAT_STOREY_COUNT"]}, :virtual false, :suppressOutput false}, 41 {:csv2rdf.metadata.column/name "EXTENSION_COUNT", :titles {"und" ["EXTENSION_COUNT"]}, :virtual false, :suppressOutput false}, 89 {:csv2rdf.metadata.column/name "LOW_ENERGY_FIXED_LIGHT_COUNT", :titles {"und" ["LOW_ENERGY_FIXED_LIGHT_COUNT"]}, :virtual false, :suppressOutput false}, 43 {:csv2rdf.metadata.column/name "NUMBER_HEATED_ROOMS", :titles {"und" ["NUMBER_HEATED_ROOMS"]}, :virtual false, :suppressOutput false}, 61 {:csv2rdf.metadata.column/name "ROOF_DESCRIPTION", :titles {"und" ["ROOF_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 29 {:csv2rdf.metadata.column/name "HOT_WATER_COST_CURRENT", :titles {"und" ["HOT_WATER_COST_CURRENT"]}, :virtual false, :suppressOutput false}, 44 {:csv2rdf.metadata.column/name "LOW_ENERGY_LIGHTING", :titles {"und" ["LOW_ENERGY_LIGHTING"]}, :virtual false, :suppressOutput false}, 6 {:csv2rdf.metadata.column/name "CURRENT_ENERGY_RATING", :titles {"und" ["CURRENT_ENERGY_RATING"]}, :virtual false, :suppressOutput false}, 28 {:csv2rdf.metadata.column/name "HEATING_COST_POTENTIAL", :titles {"und" ["HEATING_COST_POTENTIAL"]}, :virtual false, :suppressOutput false}, 64 {:csv2rdf.metadata.column/name "MAINHEAT_DESCRIPTION", :titles {"und" ["MAINHEAT_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 51 {:csv2rdf.metadata.column/name "FLOOR_ENV_EFF", :titles {"und" ["FLOOR_ENV_EFF"]}, :virtual false, :suppressOutput false}, 25 {:csv2rdf.metadata.column/name "LIGHTING_COST_CURRENT", :titles {"und" ["LIGHTING_COST_CURRENT"]}, :virtual false, :suppressOutput false}, 34 {:csv2rdf.metadata.column/name "FLOOR_LEVEL", :titles {"und" ["FLOOR_LEVEL"]}, :virtual false, :suppressOutput false}, 17 {:csv2rdf.metadata.column/name "TRANSACTION_TYPE", :titles {"und" ["TRANSACTION_TYPE"]}, :virtual false, :suppressOutput false}, 3 {:csv2rdf.metadata.column/name "ADDRESS3", :titles {"und" ["ADDRESS3"]}, :virtual false, :suppressOutput false}, 12 {:csv2rdf.metadata.column/name "INSPECTION_DATE", :titles {"und" ["INSPECTION_DATE"]}, :virtual false, :suppressOutput false}, 2 {:csv2rdf.metadata.column/name "ADDRESS2", :titles {"und" ["ADDRESS2"]}, :virtual false, :suppressOutput false}, 66 {:csv2rdf.metadata.column/name "MAINHEAT_ENV_EFF", :titles {"und" ["MAINHEAT_ENV_EFF"]}, :virtual false, :suppressOutput false}, 23 {:csv2rdf.metadata.column/name "CO2_EMISS_CURR_PER_FLOOR_AREA", :titles {"und" ["CO2_EMISS_CURR_PER_FLOOR_AREA"]}, :virtual false, :suppressOutput false}, 47 {:csv2rdf.metadata.column/name "HOT_WATER_ENERGY_EFF", :titles {"und" ["HOT_WATER_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 35 {:csv2rdf.metadata.column/name "FLAT_TOP_STOREY", :titles {"und" ["FLAT_TOP_STOREY"]}, :virtual false, :suppressOutput false}, 82 {:csv2rdf.metadata.column/name "LOCAL_AUTHORITY_LABEL", :titles {"und" ["LOCAL_AUTHORITY_LABEL"]}, :virtual false, :suppressOutput false}, 76 {:csv2rdf.metadata.column/name "UNHEATED_CORRIDOR_LENGTH", :titles {"und" ["UNHEATED_CORRIDOR_LENGTH"]}, :virtual false, :suppressOutput false}, 19 {:csv2rdf.metadata.column/name "ENVIRONMENT_IMPACT_POTENTIAL", :titles {"und" ["ENVIRONMENT_IMPACT_POTENTIAL"]}, :virtual false, :suppressOutput false}, 57 {:csv2rdf.metadata.column/name "WALLS_ENV_EFF", :titles {"und" ["WALLS_ENV_EFF"]}, :virtual false, :suppressOutput false}, 68 {:csv2rdf.metadata.column/name "MAINHEATC_ENERGY_EFF", :titles {"und" ["MAINHEATC_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 11 {:csv2rdf.metadata.column/name "BUILT_FORM", :titles {"und" ["BUILT_FORM"]}, :virtual false, :suppressOutput false}, 9 {:csv2rdf.metadata.column/name "POTENTIAL_ENERGY_EFFICIENCY", :titles {"und" ["POTENTIAL_ENERGY_EFFICIENCY"]}, :virtual false, :suppressOutput false}, 5 {:csv2rdf.metadata.column/name "BUILDING_REFERENCE_NUMBER", :titles {"und" ["BUILDING_REFERENCE_NUMBER"]}, :virtual false, :suppressOutput false}, 83 {:csv2rdf.metadata.column/name "CONSTITUENCY_LABEL", :titles {"und" ["CONSTITUENCY_LABEL"]}, :virtual false, :suppressOutput false}, 14 {:csv2rdf.metadata.column/name "CONSTITUENCY", :titles {"und" ["CONSTITUENCY"]}, :virtual false, :suppressOutput false}, 45 {:csv2rdf.metadata.column/name "NUMBER_OPEN_FIREPLACES", :titles {"und" ["NUMBER_OPEN_FIREPLACES"]}, :virtual false, :suppressOutput false}, 53 {:csv2rdf.metadata.column/name "WINDOWS_ENERGY_EFF", :titles {"und" ["WINDOWS_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 78 {:csv2rdf.metadata.column/name "PHOTO_SUPPLY", :titles {"und" ["PHOTO_SUPPLY"]}, :virtual false, :suppressOutput false}, 26 {:csv2rdf.metadata.column/name "LIGHTING_COST_POTENTIAL", :titles {"und" ["LIGHTING_COST_POTENTIAL"]}, :virtual false, :suppressOutput false}, 16 {:csv2rdf.metadata.column/name "LODGEMENT_DATE", :titles {"und" ["LODGEMENT_DATE"]}, :virtual false, :suppressOutput false}, 81 {:csv2rdf.metadata.column/name "ADDRESS", :titles {"und" ["ADDRESS"]}, :virtual false, :suppressOutput false}, 79 {:csv2rdf.metadata.column/name "SOLAR_WATER_HEATING_FLAG", :titles {"und" ["SOLAR_WATER_HEATING_FLAG"]}, :virtual false, :suppressOutput false}, 38 {:csv2rdf.metadata.column/name "MULTI_GLAZE_PROPORTION", :titles {"und" ["MULTI_GLAZE_PROPORTION"]}, :virtual false, :suppressOutput false}, 87 {:csv2rdf.metadata.column/name "TENURE", :titles {"und" ["TENURE"]}, :virtual false, :suppressOutput false}, 30 {:csv2rdf.metadata.column/name "HOT_WATER_COST_POTENTIAL", :titles {"und" ["HOT_WATER_COST_POTENTIAL"]}, :virtual false, :suppressOutput false}, 73 {:csv2rdf.metadata.column/name "MAIN_FUEL", :titles {"und" ["MAIN_FUEL"]}, :virtual false, :suppressOutput false}, 10 {:csv2rdf.metadata.column/name "PROPERTY_TYPE", :titles {"und" ["PROPERTY_TYPE"]}, :virtual false, :suppressOutput false}, 18 {:csv2rdf.metadata.column/name "ENVIRONMENT_IMPACT_CURRENT", :titles {"und" ["ENVIRONMENT_IMPACT_CURRENT"]}, :virtual false, :suppressOutput false}, 52 {:csv2rdf.metadata.column/name "WINDOWS_DESCRIPTION", :titles {"und" ["WINDOWS_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 67 {:csv2rdf.metadata.column/name "MAINHEATCONT_DESCRIPTION", :titles {"und" ["MAINHEATCONT_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 71 {:csv2rdf.metadata.column/name "LIGHTING_ENERGY_EFF", :titles {"und" ["LIGHTING_ENERGY_EFF"]}, :virtual false, :suppressOutput false}, 42 {:csv2rdf.metadata.column/name "NUMBER_HABITABLE_ROOMS", :titles {"und" ["NUMBER_HABITABLE_ROOMS"]}, :virtual false, :suppressOutput false}, 80 {:csv2rdf.metadata.column/name "MECHANICAL_VENTILATION", :titles {"und" ["MECHANICAL_VENTILATION"]}, :virtual false, :suppressOutput false}, 37 {:csv2rdf.metadata.column/name "MAIN_HEATING_CONTROLS", :titles {"und" ["MAIN_HEATING_CONTROLS"]}, :virtual false, :suppressOutput false}, 63 {:csv2rdf.metadata.column/name "ROOF_ENV_EFF", :titles {"und" ["ROOF_ENV_EFF"]}, :virtual false, :suppressOutput false}, 8 {:csv2rdf.metadata.column/name "CURRENT_ENERGY_EFFICIENCY", :titles {"und" ["CURRENT_ENERGY_EFFICIENCY"]}, :virtual false, :suppressOutput false}, 49 {:csv2rdf.metadata.column/name "FLOOR_DESCRIPTION", :titles {"und" ["FLOOR_DESCRIPTION"]}, :virtual false, :suppressOutput false}, 84 {:csv2rdf.metadata.column/name "POSTTOWN", :titles {"und" ["POSTTOWN"]}, :virtual false, :suppressOutput false}}
Row #2 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '66' as type 'date': Date does not match format
Row #3 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '64' as type 'date': Date does not match format
Row #4 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '66' as type 'date': Date does not match format
Row #5 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '75' as type 'date': Date does not match format
Row #6 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '28' as type 'date': Date does not match format
Row #7 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '19' as type 'date': Date does not match format
Row #8 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '54' as type 'date': Date does not match format
Row #9 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '57' as type 'date': Date does not match format
Row #10 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '62' as type 'date': Date does not match format
Row #11 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '71' as type 'date': Date does not match format
Row #12 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '51' as type 'date': Date does not match format
Row #13 col #9 (column 'CURRENT_ENERGY_EFFICIENCY') in file: certificates.csv has error: Cannot parse '48' as type 'date': Date does not match format

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@RickMoynihan @stevorobs3