diff --git a/data/rules/occupancy/GEM_taxonomy_strings.csv b/data/rules/occupancy/GEM_taxonomy_strings.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e3a333c779fbc8a284d79f9e167d9c473fd0c82
--- /dev/null
+++ b/data/rules/occupancy/GEM_taxonomy_strings.csv
@@ -0,0 +1,53 @@
+COM
+COM1
+COM2
+COM3
+COM4
+COM5
+COM6
+COM7
+COM8
+COM9
+COM10
+COM11
+RES
+RES1
+RES2
+RES2A
+RES2B
+RES2C
+RES2D
+RES2E
+RES2F
+RES3
+RES4
+RES5
+RES6
+IND
+IND1
+IND2
+MIX
+MIX1
+MIX2
+MIX3
+MIX4
+MIX5
+MIX6
+AGR
+AGR1
+AGR2
+AGR3
+ASS
+ASS1
+ASS2
+ASS3
+ASS4
+GOV
+GOV1
+GOV2
+EDU
+EDU1
+EDU2
+EDU3
+EDU4
+OCO
diff --git a/docs/rules/occupancy/README.md b/data/rules/occupancy/README.md
similarity index 100%
rename from docs/rules/occupancy/README.md
rename to data/rules/occupancy/README.md
diff --git a/data/rules/occupancy/building_and_PoIs_tags.csv b/data/rules/occupancy/building_and_PoIs_tags.csv
new file mode 100644
index 0000000000000000000000000000000000000000..561143b2ca27a3164ca944b9f63e0dfa69390372
--- /dev/null
+++ b/data/rules/occupancy/building_and_PoIs_tags.csv
@@ -0,0 +1,297 @@
+key,tag,taginfo_description,GEM_taxonomy_occupancy,comments
+aerialway,station,"A station where passengers and/or goods can enter and/or leave the aerialway (forms of transport that use wires, including cable-cars, chair-lifts and drag-lifts)",COM,COM contains other kinds of transport stations but not one specific for aerialways
+aeroway,hangar,A large airport building with extensive floor areas for housing aircraft or spacecraft,COM10,Unclear if hangar is treated as standard part of an airport or not
+aeroway,terminal,An airport passenger building,COM10,
+amenity,arts_centre,An arts centre. A venue where a variety of arts are performed or conducted.,COM6|ASS3,
+amenity,bank,"A financial establishment where customers can, among other services, deposit money and take loans",COM3,
+amenity,bar,"An establishment that sells alcoholic drinks to be consumed on the premises, characterised by a noisy and vibrant atmosphere.",COM5,
+amenity,bbq,A permanently built place for having a BBQ,COM11,Unclear whether this would actually be a building
+amenity,bicycle_rental,"A place, usually unattended, where you can pick up and drop off rented bikes.",UNDECIDABLE,Most likely not a building
+amenity,biergarten,An open-air area where beer is served and you are allowed to bring your own food.,COM5,Building with an open-air area or just the open-air area?
+amenity,bureau_de_change,An office that exchanges foreign currency and travellers cheques.,COM1,
+amenity,bus_station,"A bus station would usually be a terminus where many routes stop / start, and where you can change between routes, etc.",COM8,
+amenity,cafe,A generally informal place with sit-down facilities selling beverages and light meals and/or snacks.,COM5,
+amenity,car_rental,A place from which cars can be rented.,COM1,
+amenity,childcare,A place where children are looked after which is not an amenity=kindergarten,EDU1,
+amenity,cinema,"A movie theater, a place showing movies.",ASS3,
+amenity,clinic,"A clinic is a medical centre, with more staff than a doctor's office, that does not admit inpatients.",COM4,
+amenity,college,"A place for further education, a post-secondary education institution which is not a University",EDU3,
+amenity,community_centre,"A place mostly used for local events, festivities and group activities.",ASS4,
+amenity,courthouse,"A building which is home to a court of law, which administers justice according to the rule of law.",GOV1,
+amenity,dentist,A dentist practice / surgery.,COM4,
+amenity,doctors,"A doctor's office, a place to get medical attention or a check up from a physician.",COM4,
+amenity,driving_school,A school to learn to drive a motor vehicle,COM1,
+amenity,embassy,Formerly used tag to map a representation of a country in another country.,GOV1,
+amenity,events_venue,"Used to identify places which provide facilities for events such as banquets, weddings, etc.",ASS4|COM5,
+amenity,fast_food,A place concentrating on very fast counter-only service and take-away food.,COM5,
+amenity,ferry_terminal,"A place where people, cars etc. can board and leave a ferry",COM,COM contains other kinds of transport stations but not one specific for ferrys
+amenity,fire_station,A station from which a fire brigade operates.,GOV2,
+amenity,food_court,A place with sit-down facilities shared by multiple self-service food vendors.,COM5,
+amenity,fuel,A retail facility for refueling motor vehicles,UNDECIDABLE,It is not clear which GEM occupancy type this is
+amenity,grave_yard,A place where people (or sometimes animals) are buried which is close to a place of worship.,ASS1,
+amenity,hospital,A hospital providing in-patient medical treatment,COM4,
+amenity,ice_cream,A place that sells ice cream and/or frozen yoghurt over the counter.,COM5,
+amenity,internet_cafe,A place whose principal role is providing internet services.,COM1,
+amenity,kindergarten,A place for looking after preschool children and (typically) giving early education.,EDU1,
+amenity,library,A place to read and/or lend books,COM6,
+amenity,marketplace,A marketplace where goods and services are traded daily or weekly.,COM1,It may not be a building
+amenity,mobile_money_agent,A place where mobile money can be payed in and out.,COM1,
+amenity,nightclub,A place to dance and drink at night.,ASS4|COM11,Unclear
+amenity,nursing_home,A home for disabled/elderly persons who need permanent care.,RES4,
+amenity,parking,A place for parking cars,UNDECIDABLE,It may not be a building
+amenity,pharmacy,A shop where a pharmacist sells medications,COM1,
+amenity,place_of_worship,A place where religious services are conducted,ASS1,
+amenity,police,A police station is a facility where police officers patrol from and that is a first point of contact for civilians.,GOV2,
+amenity,post_office,A place where letters and parcels may be sent or collected.,COM1|COM3,
+amenity,prison,A prison or jail where people are incarcerated before trial or after conviction.,RES4,
+amenity,pub,An establishment that sells alcoholic drinks that can be consumed on the premises.,COM5,
+amenity,public_building,N/A,GOV,
+amenity,recycling,A container or centre that accepts waste for recycling.,UNDECIDABLE,Not a building
+amenity,restaurant,"A restaurant sells full sit-down meals with servers, and may sell alcohol.",COM5,
+amenity,school,A primary or secondary school (pupils typically aged 6 to 18).,EDU2,
+amenity,shelter,A small structure for protection against bad weather conditions,UNDECIDABLE,I do not think it exists in the GEM Taxonomy
+amenity,social_facility,A facility that provides social services,ASS4,Not sure
+amenity,studio,A studio used for creating radio or television programmes and broadcasting them. It can also be used to mark a music recording studio.,COM3,COM3 not very accurate
+amenity,swimming_pool,"DISCOURAGED, use tag:leisure=swimming_pool instead (A swimming pool (water area only))",COM11,
+amenity,taxi,A place where taxis wait for passengers. Often near where many people congregate.,UNDECIDABLE,Not a building
+amenity,telephone,A public telephone,UNDECIDABLE,Not a building
+amenity,theatre,A place where live theatrical performances are held.,ASS3,
+amenity,toilets,A publicly accessible toilet,UNDECIDABLE,Does not exist in the GEM Taxonomy and could be anything
+amenity,townhall,A townhall serves as a community administrative center or meeting place.,GOV1|ASS4,
+amenity,university,"An educational institution designed for instruction, examination, or both, of students in many branches of advanced learning.",EDU3,
+amenity,veterinary,"A place that deals with the prevention, diagnosis and treatment of disease in animals.",COM3,Used to be COM4
+building,allotment_house,A small house in a allotment garden area,RES1,
+building,apartments,"A building arranged into individual dwellings, often on separate floors. May also have retail outlets on the ground floor.",RES2,
+building,barn,An agricultural building used for storage and as a covered workplace.,AGR1,
+building,bungalow,"Simple single-storey flat house, bungalow, holiday cottage",RES3,
+building,bunker,A hardened military building.,UNDECIDABLE,Does not exist in the GEM Taxonomy
+building,cabin,"A small, roughly built house typically found in rural areas.",RES6,RES6 implies illegal – Adopted because of informal
+building,chapel,Building built as chapel,ASS1,
+building,church,A building that was built as a church.,ASS1,
+building,civic,"A building hosting any civic amenity (town hall, library, swimming pool).",GOV1|COM6|COM11,
+building,college,A building constructed to house a college.,EDU3,
+building,commercial,A building constructed for non-specific commercial activities to take place there.,COM,
+building,commercial;residential,N/A,MIX1|MIX2,
+building,construction,A building under construction,UNDECIDABLE,
+building,cowshed,A building for housing cows.,AGR2,
+building,detached,"A detached house, a free-standing residential building usually housing a single family.",RES1,
+building,dormitory,College or university dormitory for shared living of its students.,RES4,
+building,farm,A farmhouse is the main building of a farm,AGR,
+building,farm_auxiliary,A building on a farm that is not a dwelling.,AGR,
+building,garage,Denotes a single-owner private garage,RES,RES due to private ownership
+building,garages,A block of private garages each with a separate owner,RES,RES due to private ownership
+building,government,Building built to house government offices.,GOV1,
+building,grandstand,A grandstand at racecourse or sports ground.,COM11|ASS2,Depending on the number of spectators
+building,greenhouse,A building in which plants are grown,AGR3,
+building,hangar,"A hangar is a building used for the storage of airplanes, helicopters or space-craft.",COM10,Unclear if hangar is treated as standard part of an airport or not
+building,hospital,A building which forms part of a hospital.,COM4,
+building,hotel,A building designed with separate rooms available for overnight accommodation.,RES3,
+building,house,A single dwelling unit usually inhabited by one family.,RES1,
+building,hut,A small and crude shelter.,RES6,RES6 implies illegal – Adopted because of informal
+building,industrial,A building constructed to house some manufacturing process,IND,
+building,kindergarten,A generic kindergarten building.,EDU1,
+building,kiosk,"A small one room retail building, with clients not entering the building.",COM1,
+building,manufacture,N/A,IND2,
+building,mosque,A building that was built as a mosque,ASS1,
+building,office,An office building,COM3,
+building,parking,Structure purpose-built for parking cars.,COM7,
+building,public,"A building constructed as accessible to the general public (town hall, police station, court house).",GOV,
+building,residential,A general tag for a building constructed primarily for residential purposes.,RES,
+building,retail,A building primarily used for selling goods to the general public.,COM1,
+building,school,A generic school building.,EDU2,
+building,semi,A semi-detached house.,RES2A,
+building,semidetached_house,A house that shares a common wall with another on one side.,RES2A,
+building,service,Service building usually is a small umanned building with certain machinery (like pumps or transformers).,IND,There is no specific category for this in the GEM Taxonomy
+building,shed,"A small, simple structure used as storage or workshop",RES|AGR|IND,
+building,shop,N/A,COM,
+building,silo,N/A,AGR1,
+building,slurry_tank,A circular concrete structure holding liquid manure.,AGR3,
+building,stable,A building or part of a building that is used as a stable for horses,AGR2,
+building,storage_tank,A storage tank,IND,
+building,sty,A building for raising domestic pigs.,AGR2,
+building,supermarket,A building built as a supermarket,COM1,
+building,temple,A building that was built as a temple,ASS1,
+building,terrace,"The outline of a linear row of residential dwellings, each of which normally has its own entrance, which form a terrace (""row-house"" or ""townhouse"" in North American English).",RES2,
+building,toilets,A building designed for toilets.,UNDECIDABLE,Does not exist in the GEM Taxonomy
+building,train_station,A train station building,COM9,
+building,transformer_tower,A small but tall building constructed to comprise a transformer and connect to an overhead power line.,UNDECIDABLE,Does not exist in the GEM Taxonomy
+building,transportation,A building related to the public transportation.,COM8|COM9,
+building,trullo,"A stone hut with a conical roof, built without mortar",RES1|RES2,
+building,university,An university building.,EDU3|EDU4,
+building,warehouse,A commercial building for storage of goods.,COM2,
+building,yes,A building of an unspecified type.,UNDECIDABLE,
+building:type,apartment_building,N/A,RES2,
+building:type,apartments,N/A,RES2,
+building:type,barn,N/A,AGR1,
+building:type,dwelling_house,N/A,RES1,
+building:type,garage,N/A,RES,RES due to private ownership assumed from building=garage
+building:type,greenhouse,N/A,AGR3,
+building:type,house,N/A,RES1,
+building:type,residential,N/A,RES,
+building:type,semidetached_house,N/A,RES2A,
+building:use,commercial,N/A,COM,
+building:use,residential,N/A,RES,
+building:use,residential,industrial,N/A,MIX4|MIX6
+building:use,terrace,N/A,RES2,
+historic,monument,"A memorial object, which is especially large, built to remember, show respect to a person or group of people or to commemorate an event.",COM6,
+historic,castle,"Used for various kinds of castles, palaces, fortresses, manors, stately homes, kremlins, shiros and other.",COM6,
+historic,ruins,"Remains of structures that were once complete, but have fallen into partial or complete disrepair.",COM6,Assuming the ruins are worth preserving
+landuse,allotments,Allotment gardens with multiple land parcels assigned to individuals or families for gardening.,RES1,
+landuse,brownfield,Land scheduled for new development,UNDECIDABLE,
+landuse,cemetery,"A place where people, or sometimes animals are buried that isn't part of a place of worship",UNDECIDABLE,Not convinced it classifies as assembly
+landuse,commercial,"A commercial zone, predominantly offices or services.",COM,
+landuse,farm,N/A,AGR,
+landuse,farmland,Area of farmland used mainly for tillage (annual crops),AGR,
+landuse,farmyard,"Area of land with farm buildings (farmhouse, sheds, stables, barns, etc.)",AGR,
+landuse,forest,"Forest or woodland, sometimes considered to be restricted to managed woodlands or tree plantations.",UNDECIDABLE,
+landuse,garages,Denotes areas occupied by multiple private garage buildings,RES,RES due to private ownership
+landuse,grass,"A smaller area of grass, usually mown and managed.",UNDECIDABLE,
+landuse,grassland,N/A,UNDECIDABLE,
+landuse,landfill,A site for permanent or long term storage of waste materials.,IND,
+landuse,industrial,"An area with predominantly workshops, factories or warehouses.",IND,
+landuse,meadow,"An area of meadow or pasture: land primarily vegetated by grass and other non-woody plants, mainly used for hay or grazing",AGR,
+landuse,mine,N/A,IND1,
+landuse,military,Area used for military purposes,GOV|RES4,
+landuse,orchard,Used to mark intentional planting of trees or shrubs maintained for food production,AGR,
+landuse,park,N/A,UNDECIDABLE,
+landuse,plant_nursery,"Represents land that is used solely for plant nurseries, which grow live plants for sale",AGR3,Assuming it is the same as greenhouse
+landuse,quarry,Area of land used for surface extraction (open-pit mining),IND1,
+landuse,railway,"An area of land dedicated to train operation or support, around tracks, yards, sidings, station complexes, and ancillary man-made objects along the tracks.",UNDECIDABLE,
+landuse,recreation_ground,"An open green space for general recreation, which often includes formal or informal pitches, nets and so on. Often municipally owned, sometimes part of colleges / companies or commercially operated.",COM11,Not sure
+landuse,reservoir,An artificial lake which may be used to store water.,UNDECIDABLE,
+landuse,residential,An area with predominantly houses or apartment buildings.,RES,
+landuse,retail,An area that encloses predominantly shops.,COM,
+landuse,village_green,A village green is a distinctive area of grassy public land in a village centre.,UNDECIDABLE,
+landuse,vineyard,"Used to tag vineyards, a piece of land where grapes are grown.",AGR,
+landuse,wood,N/A,UNDECIDABLE,
+landuse,winter_sports,An area dedicated to winter sports (e.g. skiing),COM11|COM5,Sort of buildings around winter sport areas likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,common,Identify land over which the public has general rights of use for certain leisure activities.,ASS4,
+leisure,dog_park,"A designated area, with or without a fenced boundary, where dog-owners are permitted to exercise their pets unrestrained.",UNDECIDABLE,
+leisure,escape_game,"A physical adventure game in which players solve a series of puzzles using clues, hints and strategy to complete the objectives at hand.",COM,
+leisure,garden,A place where flowers and other plants are grown in a decorative and structured manner or for scientific purposes.,UNDECIDABLE,
+leisure,golf_course,A golf course,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,ice_rink,A place where you can skate and play bandy or ice hockey.,COM11|ASS2,Depending on the number of spectators
+leisure,hackerspace,"A place where people with common interests (science, technology, ...) meet.",COM,
+leisure,marina,A facility for mooring leisure yachts and motor boats.,COM11|COM5,Sort of buildings around marinas likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,miniature_golf,A place or area where you can play miniature golf.,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,nature_reserve,"A protected area of importance for wildlife, flora, fauna or features of geological or other special interest.",UNDECIDABLE,
+leisure,park,"A park, usually urban (municipal).",UNDECIDABLE,
+leisure,pitch,"An area designed for practising a particular sport, normally designated with appropriate markings.",COM11,
+leisure,playground,A playground: an area designed for children to play.,UNDECIDABLE,
+leisure,sports_centre,A sports centre is a distinct facility where sports take place within an enclosed area.,COM11|ASS2,Depending on the number of spectators (most likely COM11)
+leisure,stadium,A major sports facility with substantial tiered seating.,ASS2,
+leisure,swimming_area,An official open-space natural place where you can swim,COM11,
+leisure,swimming_pool,A swimming pool (water area only),COM11,
+leisure,water_park,"An amusement park with features like water slides, recreational pools (e.g. wave pools) or lazy rivers.",COM11,
+office,government,"An office of a (supra)national, regional or local government agency or department",GOV1,
+office,company,An office of a private company,COM3,
+office,yes,Generic tag for unspecified office type.,COM3,
+office,estate_agent,A place where you can rent or buy a house.,COM3,
+office,insurance,An office at which you can take out insurance policies.,COM3,
+office,lawyer,An office for a lawyer.,COM3,
+office,educational_institution,An office for an educational institution.,EDU,
+office,telecommunication,An office for a telecommunication company,COM3,
+office,association,"An office of a non-profit organisation, society, e.g. student, sport, consumer, automobile, bike association, etc.",COM3,
+office,ngo,"An office for a non-profit, non-governmental organisation (NGO).",COM3,
+office,diplomatic,"An embassy, diplomatic mission, consulate or liaison office of a foreign government or parastatal entity in a host country.",GOV1,
+office,it,An office for an IT specialist.,COM3,
+office,administrative,N/A,COM3,
+office,employment_agency,An office for an employment service.,COM3,
+office,accountant,An office for an accountant.,COM3,
+office,research,An office for research and development,EDU4,
+office,religion,office of a community of faith,COM3|ASS1,It is part of a religious building?
+office,architect,An office for an architect or group of architects.,COM3,
+office,financial,An office of a company in the financial sector,COM3,
+office,tax_advisor,An office for a financial expert specially trained in tax law,COM3,
+office,newspaper,An office of a newspaper,COM3,
+office,advertising_agency,"A service-based business dedicated to creating, planning, and handling advertising.",COM3,
+office,notary,An office for a notary public (common law),COM3,
+office,political_party,An office of a political party,COM3,
+office,logistics,An office for a forwarder / hauler.,COM3,
+office,travel_agent,An office of a travel agent,COM3,
+office,energy_supplier,An office for a energy supplier.,COM3,
+office,therapist,N/A,COM3,
+office,foundation,An office of a foundation,COM3,
+office,physician,N/A,COM3,I do not think it makes sense to classify a doctor’s private praxis in the same way as a hospital (COM4)
+office,financial_advisor,A professional who offers financial planning and sells financial services to clients.,COM3,
+office,consulting,"An office for a consulting firm, providing expert professional advice to other companies or organisations.",COM3,
+office,water_utility,The office for a water utility company or water board.,COM3,
+office,coworking,An office where people can go to work (might require a fee), not limited to a single employer,COM3
+office,forestry,A forestry office,COM3,
+office,property_management,"Office of a company, which manages a real estate property.",COM3,
+office,charity,An office of a charitable organization,COM3,
+shop,alcohol,A shop selling alcoholic drinks,COM1,
+shop,bakery,A shop selling bread,COM1,
+shop,beauty,"A non-hairdresser beauty shop, spa, nail salon, etc.",COM1,
+shop,butcher,A shop selling meat or meat products.,COM1,
+shop,car,A place that primarily sells cars (automobiles),COM1,
+shop,car_parts,"A place selling auto parts, auto accessories, motor oil, car chemicals, etc.",COM1,
+shop,car_repair,A business where cars are repaired.,COM1,
+shop,clothes,A shop which primarily sells clothing,COM1,
+shop,convenience,"A convenience shop is a small local shop carrying a variety of everyday products, such as packaged food and hygiene products",COM1,
+shop,doityourself,"A Do-it-Yourself-store, a large hardware and home improvement shop",COM1,
+shop,electronics,"A shop selling consumer electronics such as TVs, radios and fridges.",COM1,
+shop,florist,A shop selling bouquets of flowers,COM1,
+shop,furniture,A shop selling furniture.,COM1,
+shop,hairdresser,"A hairdressers or barbers shop, where hair is cut",COM1,
+shop,hardware,"A shop which sells timber, tools and other building products",COM1,
+shop,kiosk,"A small shop on the pavement that sells magazines, tobacco, newspapers, sweets and stamps.",COM1,Should this one be left out?
+shop,mall,"A group of stores, typically associated with a single building structure.",COM1,
+shop,mobile_phone,A shop that primarily sells mobile phones and accessories.,COM1,
+shop,shoes,A shop selling shoes,COM1,
+shop,supermarket,"A large shop selling groceries, fresh produce, and other goods.",COM1,
+shop,yes,A shop of unspecified type or indicator that feature such as fuel station has shop.,COM,
+shop,variety_store,A variety store or price-point retailer is a retail shop that sells inexpensive items,COM1,
+shop,optician,"A shop that sells, fits, and repairs prescription eyeglasses and contact lenses.",COM1,
+shop,jewelry,"A shop that sells rings, necklaces, earrings, watches, etc.",COM1,
+shop,gift,"Shop selling gifts, greeting cards, or tourist gifts (souvenirs).",COM1,
+shop,greengrocer,A shop which sells fruits and vegetables,COM1,
+shop,department_store,A large store with multiple clothing and other general merchandise departments.,COM1,
+shop,books,"A store specializing in the sale of books, although it may also sell other printed publications, such as newspapers and magazines",COM1,
+shop,bicycle,A store where you can buy and/or repair your bike and buy accessories,COM1,
+shop,travel_agency,A shop selling travel related products and services,COM1,
+shop,chemist,"A shop selling articles of personal hygiene, cosmetics, and household cleaning products.",COM1,
+shop,sports,A shop selling sports equipment and clothing.,COM1,
+shop,laundry,"A shop to wash clothes and bedding, generally self-service and unattended.",COM1,
+shop,confectionery,A shop selling sweets and candies.,COM1,
+shop,stationery,A shop selling office supplies,COM1,
+shop,pet,A shop selling pets and/or pet supplies,COM1,
+shop,computer,"A shop selling computers, peripherals, software, ...",COM1,
+shop,vacant,Shop that is currently not being used.,COM1,
+shop,tyres,A shop selling tyres.,COM1,
+shop,beverages,"Shop focused on selling beverages and drinks, possibly including alcoholic and non-alcoholic ones.",COM1,
+shop,newsagent,A shop selling newspapers and magazines.,COM1,
+shop,dry_cleaning,A shop or kiosk offering a clothes dry cleaning service.,COM1,
+shop,cosmetics,Shop exclusively selling cosmetics,COM1,
+shop,motorcycle,A shop that sells motorcycles and/or related accessories and services,COM1,
+shop,garden_centre,"A shop selling potted plants, seedlings for planting, and related items.",COM1,
+shop,funeral_directors,"Providing services related to funeral arrangements, may also be known as a ""funeral parlour"" or ""undertakers"".",COM1,
+shop,copyshop,A shop that offers photocopying and printing services.,COM1,
+shop,tailor,"A place where clothing is made, repaired, or altered professionally, especially suits and men's clothing.",COM1,
+shop,tobacco,"A shop selling tobacco, and possibly other convenience items",COM1,
+shop,toys,A shop focussed on selling children's toys.,COM1,
+shop,farm,"A shop at a farm, selling farm produce.",AGR|COM1,
+shop,deli,A delicatessen store,COM1,
+shop,interior_decoration,Shop focused on selling interior decorations,COM1,
+shop,seafood,A shop selling fish/seafood.,COM1,
+shop,massage,Massage shop,COM1,
+shop,ticket,"A shop selling tickets for concerts, events, public transport, ...",UNDECIDABLE,"Is this tag used within stadia or concert halls, for example?"
+shop,storage_rental,"paid storage of household goods, i.e. self storage",COM2,
+shop,trade,"A place of business that sells to a particular trade or trades, but normally also retails to normal consumers.",COM1,
+shop,houseware,A shop selling small household items,COM1,
+shop,photo,A shop dealing with photos or video in any way.,COM1,
+shop,pastry,A shop where sweet bakery products are produced and sold,COM1,
+shop,wine,Shop selling wine,COM1,
+shop,outdoor,"A shop selling trekking, climbing, camping equipment.",COM1,
+shop,paint,A shop where you can buy paints.,COM1,
+shop,general,A general store. Small shop selling variety of different products.,COM1,
+shop,art,A shop which sells works of art.,COM1,
+shop,bookmaker,A shop that takes bets on sporting and other events at agreed upon odds.,COM1,
+shop,boutique,a small shop that sells expensive or designer clothing and/or accessories,COM1,
+shop,charity,A shop operated by a charity,COM1,
+shop,pawnbroker,A business that offers secured loans against items of personal property as collateral.,COM1,
+shop,second_hand,A shop selling second hand goods,COM1,
+shop,fabric,A shop that sells fabric,COM1,
+shop,kitchen,A shop where you can plan and buy your kitchen.,COM1,
+shop,medical_supply,A store where you can buy medical equipment for private persons.,COM1,
+shop,tattoo,A place where people can get permanent tattoos,COM1,
diff --git a/data/rules/occupancy/landuse_tags.csv b/data/rules/occupancy/landuse_tags.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4949c56fa551062d760d8943b9c97f391211dfd
--- /dev/null
+++ b/data/rules/occupancy/landuse_tags.csv
@@ -0,0 +1,95 @@
+key,tag,taginfo_description,GEM_taxonomy_occupancy,comments
+amenity,university,"An educational institution designed for instruction, examination, or both, of students in many branches of advanced learning.",EDU3,
+amenity,school,A primary or secondary school (pupils typically aged 6 to 18).,EDU2,
+amenity,college,"A place for further education, a post-secondary education institution which is not a University",EDU3,
+amenity,library,A place to read and/or lend books,COM6,
+amenity,fuel,A retail facility for refueling motor vehicles,UNDECIDABLE,It is not clear which GEM occupancy type this is
+amenity,parking,A place for parking cars,UNDECIDABLE,It may not be a building
+amenity,cinema,"A movie theater, a place showing movies.",ASS3,
+amenity,theatre,A place where live theatrical performances are held.,ASS3,
+amenity,place_of_worship,A place where religious services are conducted,ASS1,
+amenity,hospital,A hospital providing in-patient medical treatment,COM4,
+landuse,allotments,Allotment gardens with multiple land parcels assigned to individuals or families for gardening.,RES|AGR,
+landuse,animal_keeping,An area of land that is used to keep animals,AGR2,
+landuse,brownfield,Land scheduled for new development,UNDECIDABLE,
+landuse,cemetery,"A place where people, or sometimes animals are buried that isn't part of a place of worship",UNDECIDABLE,Not convinced it classifies as assembly
+landuse,commercial,"A commercial zone, predominantly offices or services.",COM,
+landuse,education,An area predominately used for educational purposes/facilities.,EDU,
+landuse,farm,N/A,AGR,
+landuse,farmland,Area of farmland used mainly for tillage (annual crops),AGR,
+landuse,farmyard,"Area of land with farm buildings (farmhouse, sheds, stables, barns, etc.)",AGR,
+landuse,forest,"Forest or woodland, sometimes considered to be restricted to managed woodlands or tree plantations.",UNDECIDABLE,
+landuse,garages,Denotes areas occupied by multiple private garage buildings,RES,RES due to private ownership
+landuse,government,N/A,GOV,
+landuse,grass,"A smaller area of grass, usually mown and managed.",UNDECIDABLE,
+landuse,grassland,N/A,UNDECIDABLE,
+landuse,greenhouse,N/A,AGR3,
+landuse,greenhouse_horticulture,Land area used for growing plants in greenhouses.,AGR3,
+landuse,industrial,"An area with predominantly workshops, factories or warehouses.",IND,
+landuse,landfill,A site for permanent or long term storage of waste materials.,IND,
+landuse,leisure,N/A,COM11,Not sure
+landuse,meadow,"An area of meadow or pasture: land primarily vegetated by grass and other non-woody plants, mainly used for hay or grazing",AGR,
+landuse,mine,N/A,IND1,
+landuse,military,Area used for military purposes,GOV|RES4,
+landuse,orchard,Used to mark intentional planting of trees or shrubs maintained for food production,AGR,
+landuse,park,N/A,UNDECIDABLE,
+landuse,plant_nursery,"Represents land that is used solely for plant nurseries, which grow live plants for sale",AGR3,Assuming it is the same as greenhouse
+landuse,quarry,Area of land used for surface extraction (open-pit mining),IND1,
+landuse,railway,"An area of land dedicated to train operation or support, around tracks, yards, sidings, station complexes, and ancillary man-made objects along the tracks.",UNDECIDABLE,
+landuse,recreation_ground,"An open green space for general recreation, which often includes formal or informal pitches, nets and so on. Often municipally owned, sometimes part of colleges / companies or commercially operated.",COM11,Not sure
+landuse,religious,An area used for religious purposes,ASS1,
+landuse,reservoir,An artificial lake which may be used to store water.,UNDECIDABLE,
+landuse,residential,An area with predominantly houses or apartment buildings.,RES,
+landuse,retail,An area that encloses predominantly shops.,COM,
+landuse,school,N/A,EDU2,
+landuse,village_green,A village green is a distinctive area of grassy public land in a village centre.,UNDECIDABLE,
+landuse,vineyard,"Used to tag vineyards, a piece of land where grapes are grown.",AGR,
+landuse,wood,N/A,UNDECIDABLE,
+landuse,winter_sports,An area dedicated to winter sports (e.g. skiing),COM11|COM5,Sort of buildings around winter sport areas likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,common,Identify land over which the public has general rights of use for certain leisure activities.,ASS4,
+leisure,dog_park,"A designated area, with or without a fenced boundary, where dog-owners are permitted to exercise their pets unrestrained.",UNDECIDABLE,
+leisure,escape_game,"A physical adventure game in which players solve a series of puzzles using clues, hints and strategy to complete the objectives at hand.",COM,
+leisure,garden,A place where flowers and other plants are grown in a decorative and structured manner or for scientific purposes.,UNDECIDABLE,
+leisure,golf_course,A golf course,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,ice_rink,A place where you can skate and play bandy or ice hockey.,COM11|ASS2,Depending on the number of spectators
+leisure,hackerspace,"A place where people with common interests (science, technology, ...) meet.",COM,
+leisure,marina,A facility for mooring leisure yachts and motor boats.,COM11|COM5,Sort of buildings around marinas likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,miniature_golf,A place or area where you can play miniature golf.,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
+leisure,nature_reserve,"A protected area of importance for wildlife, flora, fauna or features of geological or other special interest.",UNDECIDABLE,
+leisure,park,"A park, usually urban (municipal).",UNDECIDABLE,
+leisure,pitch,"An area designed for practising a particular sport, normally designated with appropriate markings.",COM11,
+leisure,playground,A playground: an area designed for children to play.,UNDECIDABLE,
+leisure,sports_centre,A sports centre is a distinct facility where sports take place within an enclosed area.,COM11|ASS2,Depending on the number of spectators (most likely COM11)
+leisure,stadium,A major sports facility with substantial tiered seating.,ASS2,
+leisure,swimming_area,An official open-space natural place where you can swim,COM11,
+leisure,swimming_pool,A swimming pool (water area only),COM11,
+leisure,water_park,"An amusement park with features like water slides, recreational pools (e.g. wave pools) or lazy rivers.",COM11,
+natural,beach,,UNDECIDABLE,
+natural,bare_rock,,UNDECIDABLE,
+natural,dune,,UNDECIDABLE,
+natural,fell,,UNDECIDABLE,
+natural,glacier,,UNDECIDABLE,
+natural,grassland,,UNDECIDABLE,
+natural,heath,,UNDECIDABLE,
+natural,land,,UNDECIDABLE,
+natural,mud,,UNDECIDABLE,
+natural,scrub,,UNDECIDABLE,
+natural,scree,,UNDECIDABLE,
+natural,sand,,UNDECIDABLE,
+natural,tundra,,UNDECIDABLE,
+natural,wetland,,UNDECIDABLE,
+natural,wood,,UNDECIDABLE,
+place,neighbourhood,"A neighbourhood is a smaller named, geographically localised place within a suburb of a larger city or within a town or village",RES,Assuming mostly residential and other uses would be PoIs
+place,quarter,"A quarter is a named, geographically localised place within a suburb of a larger city or within a town which is bigger than a neighbourhood",RES,Assuming mostly residential and other uses would be PoIs
+place,suburb,A part of a town or city with a well-known name and often a distinct identity.,RES,Assuming mostly residential and other uses would be PoIs
+tourism,theme_park,"An amusement park where entertainment is provided by rides, games, concessions.",COM11,
+tourism,zoo,"A zoological garden, where animals are confined for viewing by the public.",AGR2|COM5|COM11,
+wetland,bog,,UNDECIDABLE,
+wetland,swamp,,UNDECIDABLE,
+wetland,wet_meadow,,UNDECIDABLE,
+wetland,marsh,,UNDECIDABLE,
+wetland,reedbed,,UNDECIDABLE,
+wetland,saltern,,UNDECIDABLE,
+wetland,tidalflat,,UNDECIDABLE,
+wetland,saltmarsh,,UNDECIDABLE,
+wetland,mangrove,,UNDECIDABLE,
diff --git a/data/rules/occupancy/overriding_occupancies.csv b/data/rules/occupancy/overriding_occupancies.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76fd1bb4da563e978dc7acbf7865785303e288d7
--- /dev/null
+++ b/data/rules/occupancy/overriding_occupancies.csv
@@ -0,0 +1,14 @@
+ASS1, religious gathering
+ASS2, arena
+ASS3, cinema or concert hall
+COM4, hospital/medical clinic
+COM6, public building (gallery;museum;monument building;library)
+COM8, bus station
+COM9, railway station
+COM10, airport
+RES3, temporary lodging (hotels;motels;guest lodges;cabins)
+EDU2, school
+EDU3, offices and/or classrooms of college/university
+EDU4, research facilities and/or labs of college/university
+GOV1, government general services
+GOV2, government emergency response
diff --git a/docs/rules/occupancy/building_and_PoIs_tags.csv b/docs/rules/occupancy/building_and_PoIs_tags.csv
index 82e6327fb4d520eb1278e74e2268b37e6af1d2c1..d602878c296ac7898e3f25c4484c52f36f5147cc 100644
--- a/docs/rules/occupancy/building_and_PoIs_tags.csv
+++ b/docs/rules/occupancy/building_and_PoIs_tags.csv
@@ -1,297 +1,98 @@
-key,value,taginfo_description,GEM_taxonomy_occupancy,comments
-aerialway,station,"A station where passengers and/or goods can enter and/or leave the aerialway (forms of transport that use wires, including cable-cars, chair-lifts and drag-lifts)",COM,COM contains other kinds of transport stations but not one specific for aerialways
-aeroway,hangar,A large airport building with extensive floor areas for housing aircraft or spacecraft,COM10,Unclear if hangar is treated as standard part of an airport or not
-aeroway,terminal,An airport passenger building,COM10,
-amenity,arts_centre,An arts centre. A venue where a variety of arts are performed or conducted.,COM6|ASS3,
-amenity,bank,"A financial establishment where customers can, among other services, deposit money and take loans",COM3,
-amenity,bar,"An establishment that sells alcoholic drinks to be consumed on the premises, characterised by a noisy and vibrant atmosphere.",COM5,
-amenity,bbq,A permanently built place for having a BBQ,COM11,Unclear whether this would actually be a building
-amenity,bicycle_rental,"A place, usually unattended, where you can pick up and drop off rented bikes.",UNDECIDABLE,Most likely not a building
-amenity,biergarten,An open-air area where beer is served and you are allowed to bring your own food.,COM5,Building with an open-air area or just the open-air area?
-amenity,bureau_de_change,An office that exchanges foreign currency and travellers cheques.,COM1,
-amenity,bus_station,"A bus station would usually be a terminus where many routes stop / start, and where you can change between routes, etc.",COM8,
-amenity,cafe,A generally informal place with sit-down facilities selling beverages and light meals and/or snacks.,COM5,
-amenity,car_rental,A place from which cars can be rented.,COM1,
-amenity,childcare,A place where children are looked after which is not an amenity=kindergarten,EDU1,
-amenity,cinema,"A movie theater, a place showing movies.",ASS3,
-amenity,clinic,"A clinic is a medical centre, with more staff than a doctor's office, that does not admit inpatients.",COM4,
-amenity,college,"A place for further education, a post-secondary education institution which is not a University",EDU3,
-amenity,community_centre,"A place mostly used for local events, festivities and group activities.",ASS4,
-amenity,courthouse,"A building which is home to a court of law, which administers justice according to the rule of law.",GOV1,
-amenity,dentist,A dentist practice / surgery.,COM3,
-amenity,doctors,"A doctor's office, a place to get medical attention or a check up from a physician.",COM3,
-amenity,driving_school,A school to learn to drive a motor vehicle,COM1,
-amenity,embassy,Formerly used tag to map a representation of a country in another country.,GOV1,
-amenity,events_venue,"Used to identify places which provide facilities for events such as banquets, weddings, etc.",ASS4|COM5,
-amenity,fast_food,A place concentrating on very fast counter-only service and take-away food.,COM5,
-amenity,ferry_terminal,"A place where people, cars etc. can board and leave a ferry",COM,COM contains other kinds of transport stations but not one specific for ferrys
-amenity,fire_station,A station from which a fire brigade operates.,GOV2,
-amenity,food_court,A place with sit-down facilities shared by multiple self-service food vendors.,COM5,
-amenity,fuel,A retail facility for refueling motor vehicles,UNDECIDABLE,It is not clear which GEM occupancy type this is
-amenity,grave_yard,A place where people (or sometimes animals) are buried which is close to a place of worship.,ASS1,
-amenity,hospital,A hospital providing in-patient medical treatment,COM4,
-amenity,ice_cream,A place that sells ice cream and/or frozen yoghurt over the counter.,COM5,
-amenity,internet_cafe,A place whose principal role is providing internet services.,COM1,
-amenity,kindergarten,A place for looking after preschool children and (typically) giving early education.,EDU1,
-amenity,library,A place to read and/or lend books,COM6,
-amenity,marketplace,A marketplace where goods and services are traded daily or weekly.,COM1,It may not be a building
-amenity,mobile_money_agent,A place where mobile money can be payed in and out.,COM1,
-amenity,nightclub,A place to dance and drink at night.,COM11,
-amenity,nursing_home,A home for disabled/elderly persons who need permanent care.,RES4,
-amenity,parking,A place for parking cars,UNDECIDABLE,It may not be a building
-amenity,pharmacy,A shop where a pharmacist sells medications,COM1,
-amenity,place_of_worship,A place where religious services are conducted,ASS1,
-amenity,police,A police station is a facility where police officers patrol from and that is a first point of contact for civilians.,GOV2,
-amenity,post_office,A place where letters and parcels may be sent or collected.,COM3,
-amenity,prison,A prison or jail where people are incarcerated before trial or after conviction.,RES4,
-amenity,pub,An establishment that sells alcoholic drinks that can be consumed on the premises.,COM5,
-amenity,public_building,N/A,GOV,
-amenity,recycling,A container or centre that accepts waste for recycling.,IND,
-amenity,restaurant,"A restaurant sells full sit-down meals with servers, and may sell alcohol.",COM5,
-amenity,school,A primary or secondary school (pupils typically aged 6 to 18).,EDU2,
-amenity,shelter,A small structure for protection against bad weather conditions,UNDECIDABLE,I do not think it exists in the GEM Taxonomy
-amenity,social_facility,A facility that provides social services,ASS4,Not sure
-amenity,studio,A studio used for creating radio or television programmes and broadcasting them. It can also be used to mark a music recording studio.,COM3,COM3 not very accurate
-amenity,swimming_pool,"DISCOURAGED, use tag:leisure=swimming_pool instead (A swimming pool (water area only))",COM11,
-amenity,taxi,A place where taxis wait for passengers. Often near where many people congregate.,UNDECIDABLE,Not a building
-amenity,telephone,A public telephone,UNDECIDABLE,Not a building
-amenity,theatre,A place where live theatrical performances are held.,ASS3,
-amenity,toilets,A publicly accessible toilet,UNDECIDABLE,Does not exist in the GEM Taxonomy and could be anything
-amenity,townhall,A townhall serves as a community administrative center or meeting place.,GOV1,
-amenity,university,"An educational institution designed for instruction, examination, or both, of students in many branches of advanced learning.",EDU3,
-amenity,veterinary,"A place that deals with the prevention, diagnosis and treatment of disease in animals.",COM3,
-building,allotment_house,A small house in a allotment garden area,RES1,
-building,apartments,"A building arranged into individual dwellings, often on separate floors. May also have retail outlets on the ground floor.",RES2,
-building,barn,An agricultural building used for storage and as a covered workplace.,AGR1,
-building,bungalow,"Simple single-storey flat house, bungalow, holiday cottage",RES3,
-building,bunker,A hardened military building.,UNDECIDABLE,Does not exist in the GEM Taxonomy
-building,cabin,"A small, roughly built house typically found in rural areas.",RES6,RES6 implies illegal – Adopted because of informal
-building,chapel,Building built as chapel,ASS1,
-building,church,A building that was built as a church.,ASS1,
-building,civic,"A building hosting any civic amenity (town hall, library, swimming pool).",GOV1|COM6|COM11,
-building,college,A building constructed to house a college.,EDU3,
-building,commercial,A building constructed for non-specific commercial activities to take place there.,COM,
-building,commercial;residential,N/A,MIX1|MIX2,
-building,construction,A building under construction,UNDECIDABLE,
-building,cowshed,A building for housing cows.,AGR2,
-building,detached,"A detached house, a free-standing residential building usually housing a single family.",RES1,
-building,dormitory,College or university dormitory for shared living of its students.,RES4,
-building,farm,A farmhouse is the main building of a farm,AGR,
-building,farm_auxiliary,A building on a farm that is not a dwelling.,AGR,
-building,garage,Denotes a single-owner private garage,RES,RES due to private ownership
-building,garages,A block of private garages each with a separate owner,RES,RES due to private ownership
-building,government,Building built to house government offices.,GOV1,
-building,grandstand,A grandstand at racecourse or sports ground.,COM11|ASS2,Depending on the number of spectators
-building,greenhouse,A building in which plants are grown,AGR3,
-building,hangar,"A hangar is a building used for the storage of airplanes, helicopters or space-craft.",COM10,Unclear if hangar is treated as standard part of an airport or not
-building,hospital,A building which forms part of a hospital.,COM4,
-building,hotel,A building designed with separate rooms available for overnight accommodation.,RES3,
-building,house,A single dwelling unit usually inhabited by one family.,RES1,
-building,hut,A small and crude shelter.,RES6,RES6 implies illegal – Adopted because of informal
-building,industrial,A building constructed to house some manufacturing process,IND,
-building,kindergarten,A generic kindergarten building.,EDU1,
-building,kiosk,"A small one room retail building, with clients not entering the building.",COM1,
-building,manufacture,N/A,IND2,
-building,mosque,A building that was built as a mosque,ASS1,
-building,office,An office building,COM3,
-building,parking,Structure purpose-built for parking cars.,COM7,
-building,public,"A building constructed as accessible to the general public (town hall, police station, court house).",GOV,
-building,residential,A general tag for a building constructed primarily for residential purposes.,RES,
-building,retail,A building primarily used for selling goods to the general public.,COM1,
-building,school,A generic school building.,EDU2,
-building,semi,A semi-detached house.,RES2A,
-building,semidetached_house,A house that shares a common wall with another on one side.,RES2A,
-building,service,Service building usually is a small umanned building with certain machinery (like pumps or transformers).,IND,There is no specific category for this in the GEM Taxonomy
-building,shed,"A small, simple structure used as storage or workshop",RES|AGR|IND,
-building,shop,N/A,COM,
-building,silo,N/A,AGR1,
-building,slurry_tank,A circular concrete structure holding liquid manure.,AGR3,
-building,stable,A building or part of a building that is used as a stable for horses,AGR2,
-building,storage_tank,A storage tank,IND,
-building,sty,A building for raising domestic pigs.,AGR2,
-building,supermarket,A building built as a supermarket,COM1,
-building,temple,A building that was built as a temple,ASS1,
-building,terrace,"The outline of a linear row of residential dwellings, each of which normally has its own entrance, which form a terrace (""row-house"" or ""townhouse"" in North American English).",RES2,
-building,toilets,A building designed for toilets.,UNDECIDABLE,Does not exist in the GEM Taxonomy
-building,train_station,A train station building,COM9,
-building,transformer_tower,A small but tall building constructed to comprise a transformer and connect to an overhead power line.,UNDECIDABLE,Does not exist in the GEM Taxonomy
-building,transportation,A building related to the public transportation.,COM8|COM9,
-building,trullo,"A stone hut with a conical roof, built without mortar",RES1|RES2,
-building,university,An university building.,EDU3|EDU4,
-building,warehouse,A commercial building for storage of goods.,COM2,
-building,yes,A building of an unspecified type.,UNDECIDABLE,
-building:type,apartment_building,N/A,RES2,
-building:type,apartments,N/A,RES2,
-building:type,barn,N/A,AGR1,
-building:type,dwelling_house,N/A,RES1,
-building:type,garage,N/A,RES,RES due to private ownership assumed from building=garage
-building:type,greenhouse,N/A,AGR3,
-building:type,house,N/A,RES1,
-building:type,residential,N/A,RES,
-building:type,semidetached_house,N/A,RES2A,
-building:use,commercial,N/A,COM,
-building:use,residential,N/A,RES,
-building:use,residential;industrial,N/A,MIX4|MIX6,
-building:use,terrace,N/A,RES2,
-historic,monument,"A memorial object, which is especially large, built to remember, show respect to a person or group of people or to commemorate an event.",COM6,
-historic,castle,"Used for various kinds of castles, palaces, fortresses, manors, stately homes, kremlins, shiros and other.",COM6,
-historic,ruins,"Remains of structures that were once complete, but have fallen into partial or complete disrepair.",COM6,Assuming the ruins are worth preserving
-landuse,allotments,Allotment gardens with multiple land parcels assigned to individuals or families for gardening.,RES|AGR,
-landuse,brownfield,Land scheduled for new development,UNDECIDABLE,
-landuse,cemetery,"A place where people, or sometimes animals are buried that isn't part of a place of worship",UNDECIDABLE,Not convinced it classifies as assembly
-landuse,commercial,"A commercial zone, predominantly offices or services.",COM,
-landuse,farm,N/A,AGR,
-landuse,farmland,Area of farmland used mainly for tillage (annual crops),AGR,
-landuse,farmyard,"Area of land with farm buildings (farmhouse, sheds, stables, barns, etc.)",AGR,
-landuse,forest,"Forest or woodland, sometimes considered to be restricted to managed woodlands or tree plantations.",UNDECIDABLE,
-landuse,garages,Denotes areas occupied by multiple private garage buildings,RES,RES due to private ownership
-landuse,grass,"A smaller area of grass, usually mown and managed.",UNDECIDABLE,
-landuse,grassland,N/A,UNDECIDABLE,
-landuse,landfill,A site for permanent or long term storage of waste materials.,IND,
-landuse,industrial,"An area with predominantly workshops, factories or warehouses.",IND,
-landuse,meadow,"An area of meadow or pasture: land primarily vegetated by grass and other non-woody plants, mainly used for hay or grazing",AGR,
-landuse,mine,N/A,IND1,
-landuse,military,Area used for military purposes,GOV|RES4,
-landuse,orchard,Used to mark intentional planting of trees or shrubs maintained for food production,AGR,
-landuse,park,N/A,UNDECIDABLE,
-landuse,plant_nursery,"Represents land that is used solely for plant nurseries, which grow live plants for sale",AGR3,Assuming it is the same as greenhouse
-landuse,quarry,Area of land used for surface extraction (open-pit mining),IND1,
-landuse,railway,"An area of land dedicated to train operation or support, around tracks, yards, sidings, station complexes, and ancillary man-made objects along the tracks.",UNDECIDABLE,
-landuse,recreation_ground,"An open green space for general recreation, which often includes formal or informal pitches, nets and so on. Often municipally owned, sometimes part of colleges / companies or commercially operated.",COM11,Not sure
-landuse,reservoir,An artificial lake which may be used to store water.,UNDECIDABLE,
-landuse,residential,An area with predominantly houses or apartment buildings.,RES,
-landuse,retail,An area that encloses predominantly shops.,COM,
-landuse,village_green,A village green is a distinctive area of grassy public land in a village centre.,UNDECIDABLE,
-landuse,vineyard,"Used to tag vineyards, a piece of land where grapes are grown.",AGR,
-landuse,wood,N/A,UNDECIDABLE,
-landuse,winter_sports,An area dedicated to winter sports (e.g. skiing),COM11|COM5,Sort of buildings around winter sport areas likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,common,Identify land over which the public has general rights of use for certain leisure activities.,ASS4,
-leisure,dog_park,"A designated area, with or without a fenced boundary, where dog-owners are permitted to exercise their pets unrestrained.",UNDECIDABLE,
-leisure,escape_game,"A physical adventure game in which players solve a series of puzzles using clues, hints and strategy to complete the objectives at hand.",COM11,
-leisure,garden,A place where flowers and other plants are grown in a decorative and structured manner or for scientific purposes.,UNDECIDABLE,
-leisure,golf_course,A golf course,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,ice_rink,A place where you can skate and play bandy or ice hockey.,COM11|ASS2,Depending on the number of spectators
-leisure,hackerspace,"A place where people with common interests (science, technology, ...) meet.",COM11,
-leisure,marina,A facility for mooring leisure yachts and motor boats.,COM11|COM5,Sort of buildings around marinas likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,miniature_golf,A place or area where you can play miniature golf.,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,nature_reserve,"A protected area of importance for wildlife, flora, fauna or features of geological or other special interest.",UNDECIDABLE,
-leisure,park,"A park, usually urban (municipal).",UNDECIDABLE,
-leisure,pitch,"An area designed for practising a particular sport, normally designated with appropriate markings.",COM11,
-leisure,playground,A playground: an area designed for children to play.,UNDECIDABLE,
-leisure,sports_centre,A sports centre is a distinct facility where sports take place within an enclosed area.,COM11|ASS2,Depending on the number of spectators (most likely COM11)
-leisure,stadium,A major sports facility with substantial tiered seating.,ASS2,
-leisure,swimming_area,An official open-space natural place where you can swim,COM11,
-leisure,swimming_pool,A swimming pool (water area only),COM11,
-leisure,water_park,"An amusement park with features like water slides, recreational pools (e.g. wave pools) or lazy rivers.",COM11,
-office,government,"An office of a (supra)national, regional or local government agency or department",GOV1,
-office,company,An office of a private company,COM3,
-office,yes,Generic tag for unspecified office type.,COM3,It may not be COM3 but probably more useful to have a few misclassifications than to just say COM
-office,estate_agent,A place where you can rent or buy a house.,COM3,
-office,insurance,An office at which you can take out insurance policies.,COM3,
-office,lawyer,An office for a lawyer.,COM3,
-office,educational_institution,An office for an educational institution.,EDU,
-office,telecommunication,An office for a telecommunication company,COM3,
-office,association,"An office of a non-profit organisation, society, e.g. student, sport, consumer, automobile, bike association, etc.",COM3,
-office,ngo,"An office for a non-profit, non-governmental organisation (NGO).",COM3,
-office,diplomatic,"An embassy, diplomatic mission, consulate or liaison office of a foreign government or parastatal entity in a host country.",GOV1,
-office,it,An office for an IT specialist.,COM3,
-office,administrative,N/A,COM3,
-office,employment_agency,An office for an employment service.,COM3,
-office,accountant,An office for an accountant.,COM3,
-office,research,An office for research and development,EDU4,
-office,religion,office of a community of faith,COM3|ASS1,It is part of a religious building?
-office,architect,An office for an architect or group of architects.,COM3,
-office,financial,An office of a company in the financial sector,COM3,
-office,tax_advisor,An office for a financial expert specially trained in tax law,COM3,
-office,newspaper,An office of a newspaper,COM3,
-office,advertising_agency,"A service-based business dedicated to creating, planning, and handling advertising.",COM3,
-office,notary,An office for a notary public (common law),COM3,
-office,political_party,An office of a political party,COM3,
-office,logistics,An office for a forwarder / hauler.,COM3,
-office,travel_agent,An office of a travel agent,COM3,
-office,energy_supplier,An office for a energy supplier.,COM3,
-office,therapist,N/A,COM3,
-office,foundation,An office of a foundation,COM3,
-office,physician,N/A,COM3,I do not think it makes sense to classify a doctor’s private praxis in the same way as a hospital (COM4)
-office,financial_advisor,A professional who offers financial planning and sells financial services to clients.,COM3,
-office,consulting,"An office for a consulting firm, providing expert professional advice to other companies or organisations.",COM3,
-office,water_utility,The office for a water utility company or water board.,COM3,
-office,coworking,An office where people can go to work (might require a fee) not limited to a single employer,COM3,
-office,forestry,A forestry office,COM3,
-office,property_management,"Office of a company, which manages a real estate property.",COM3,
-office,charity,An office of a charitable organization,COM3,
-shop,alcohol,A shop selling alcoholic drinks,COM1,
-shop,bakery,A shop selling bread,COM1,
-shop,beauty,"A non-hairdresser beauty shop, spa, nail salon, etc.",COM1,
-shop,butcher,A shop selling meat or meat products.,COM1,
-shop,car,A place that primarily sells cars (automobiles),COM1,
-shop,car_parts,"A place selling auto parts, auto accessories, motor oil, car chemicals, etc.",COM1,
-shop,car_repair,A business where cars are repaired.,COM1,
-shop,clothes,A shop which primarily sells clothing,COM1,
-shop,convenience,"A convenience shop is a small local shop carrying a variety of everyday products, such as packaged food and hygiene products",COM1,
-shop,doityourself,"A Do-it-Yourself-store, a large hardware and home improvement shop",COM1,
-shop,electronics,"A shop selling consumer electronics such as TVs, radios and fridges.",COM1,
-shop,florist,A shop selling bouquets of flowers,COM1,
-shop,furniture,A shop selling furniture.,COM1,
-shop,hairdresser,"A hairdressers or barbers shop, where hair is cut",COM1,
-shop,hardware,"A shop which sells timber, tools and other building products",COM1,
-shop,kiosk,"A small shop on the pavement that sells magazines, tobacco, newspapers, sweets and stamps.",COM1,Should this one be left out?
-shop,mall,"A group of stores, typically associated with a single building structure.",COM1,
-shop,mobile_phone,A shop that primarily sells mobile phones and accessories.,COM1,
-shop,shoes,A shop selling shoes,COM1,
-shop,supermarket,"A large shop selling groceries, fresh produce, and other goods.",COM1,
-shop,yes,A shop of unspecified type or indicator that feature such as fuel station has shop.,COM1,Some might not be COM1 but it is probably better to have some misclassifications than use COM
-shop,variety_store,A variety store or price-point retailer is a retail shop that sells inexpensive items,COM1,
-shop,optician,"A shop that sells, fits, and repairs prescription eyeglasses and contact lenses.",COM1,
-shop,jewelry,"A shop that sells rings, necklaces, earrings, watches, etc.",COM1,
-shop,gift,"Shop selling gifts, greeting cards, or tourist gifts (souvenirs).",COM1,
-shop,greengrocer,A shop which sells fruits and vegetables,COM1,
-shop,department_store,A large store with multiple clothing and other general merchandise departments.,COM1,
-shop,books,"A store specializing in the sale of books, although it may also sell other printed publications, such as newspapers and magazines",COM1,
-shop,bicycle,A store where you can buy and/or repair your bike and buy accessories,COM1,
-shop,travel_agency,A shop selling travel related products and services,COM1,
-shop,chemist,"A shop selling articles of personal hygiene, cosmetics, and household cleaning products.",COM1,
-shop,sports,A shop selling sports equipment and clothing.,COM1,
-shop,laundry,"A shop to wash clothes and bedding, generally self-service and unattended.",COM1,
-shop,confectionery,A shop selling sweets and candies.,COM1,
-shop,stationery,A shop selling office supplies,COM1,
-shop,pet,A shop selling pets and/or pet supplies,COM1,
-shop,computer,"A shop selling computers, peripherals, software, ...",COM1,
-shop,vacant,Shop that is currently not being used.,COM1,
-shop,tyres,A shop selling tyres.,COM1,
-shop,beverages,"Shop focused on selling beverages and drinks, possibly including alcoholic and non-alcoholic ones.",COM1,
-shop,newsagent,A shop selling newspapers and magazines.,COM1,
-shop,dry_cleaning,A shop or kiosk offering a clothes dry cleaning service.,COM1,
-shop,cosmetics,Shop exclusively selling cosmetics,COM1,
-shop,motorcycle,A shop that sells motorcycles and/or related accessories and services,COM1,
-shop,garden_centre,"A shop selling potted plants, seedlings for planting, and related items.",COM1,
-shop,funeral_directors,"Providing services related to funeral arrangements, may also be known as a ""funeral parlour"" or ""undertakers"".",COM1,
-shop,copyshop,A shop that offers photocopying and printing services.,COM1,
-shop,tailor,"A place where clothing is made, repaired, or altered professionally, especially suits and men's clothing.",COM1,
-shop,tobacco,"A shop selling tobacco, and possibly other convenience items",COM1,
-shop,toys,A shop focussed on selling children's toys.,COM1,
-shop,farm,"A shop at a farm, selling farm produce.",AGR|COM1,
-shop,deli,A delicatessen store,COM1,
-shop,interior_decoration,Shop focused on selling interior decorations,COM1,
-shop,seafood,A shop selling fish/seafood.,COM1,
-shop,massage,Massage shop,COM1,
-shop,ticket,"A shop selling tickets for concerts, events, public transport, ...",UNDECIDABLE,"Is this tag used within stadia or concert halls, for example?"
-shop,storage_rental,"paid storage of household goods, i.e. self storage",COM2,
-shop,trade,"A place of business that sells to a particular trade or trades, but normally also retails to normal consumers.",COM1,
-shop,houseware,A shop selling small household items,COM1,
-shop,photo,A shop dealing with photos or video in any way.,COM1,
-shop,pastry,A shop where sweet bakery products are produced and sold,COM1,
-shop,wine,Shop selling wine,COM1,
-shop,outdoor,"A shop selling trekking, climbing, camping equipment.",COM1,
-shop,paint,A shop where you can buy paints.,COM1,
-shop,general,A general store. Small shop selling variety of different products.,COM1,
-shop,art,A shop which sells works of art.,COM1,
-shop,bookmaker,A shop that takes bets on sporting and other events at agreed upon odds.,COM1,
-shop,boutique,a small shop that sells expensive or designer clothing and/or accessories,COM1,
-shop,charity,A shop operated by a charity,COM1,
-shop,pawnbroker,A business that offers secured loans against items of personal property as collateral.,COM1,
-shop,second_hand,A shop selling second hand goods,COM1,
-shop,fabric,A shop that sells fabric,COM1,
-shop,kitchen,A shop where you can plan and buy your kitchen.,COM1,
-shop,medical_supply,A store where you can buy medical equipment for private persons.,COM1,
-shop,tattoo,A place where people can get permanent tattoos,COM1,
+key,tag,taginfo_description,GEM_taxonomy_occupancy,comments,
+building,yes,A building of an unspecified type.,UNDECIDABLE,,
+building,house,A single dwelling unit usually inhabited by one family.,RES1,,
+building,residential,A general tag for a building constructed primarily for residential purposes.,RES,,
+building,garage,Denotes a single-owner private garage,RES,RES due to private ownership,
+building,garages,A block of private garages each with a separate owner,RES,RES due to private ownership,
+building,apartments,"A building arranged into individual dwellings, often on separate floors. May also have retail outlets on the ground floor.",RES2,,
+building,detached,"A detached house, a free-standing residential building usually housing a single family.",RES1,,
+building,shed,"A small, simple structure used as storage or workshop",RES|AGR|IND,,
+building,hut,A small and crude shelter.,RES6,RES6 implies illegal, adopted because of informal
+building,industrial,A building constructed to house some manufacturing process,IND,,
+building,farm_auxiliary,A building on a farm that is not a dwelling.,AGR,,
+building,terrace,"The outline of a linear row of residential dwellings, each of which normally has its own entrance, which form a terrace (""row-house"" or ""townhouse"" in North American English).",RES2,,
+building,commercial,A building constructed for non-specific commercial activities to take place there.,COM,,
+building,school,A generic school building.,EDU2,,
+building,retail,A building primarily used for selling goods to the general public.,COM1,,
+building,construction,A building under construction,UNDECIDABLE,,
+building,barn,An agricultural building used for storage and as a covered workplace.,AGR1,,
+building,semidetached_house,A house that shares a common wall with another on one side.,RES2A,,
+building,greenhouse,A building in which plants are grown,AGR3,,
+building,cabin,"A small, roughly built house typically found in rural areas.",RES6,RES6 implies illegal, adopted because of informal
+building,civic,"A building hosting any civic amenity (town hall, library, swimming pool).",GOV1|COM6|COM11,,
+building,public,"A building constructed as accessible to the general public (town hall, police station, court house).",GOV,,
+building:use,residential,N/A,RES,,
+building:use,commercial,N/A,COM,,
+building:use,residential,industrial,N/A,MIX4|MIX6,
+building:type,house,N/A,RES1,,
+building:type,residential,N/A,RES,,
+building:type,dwelling_house,N/A,RES1,,
+building:type,semidetached_house,N/A,RES2A,,
+building:type,apartment_building,N/A,RES2,,
+building:type,garage,N/A,RES,RES due to private ownership assumed from building=garage,
+shop,convenience,"A convenience shop is a small local shop carrying a variety of everyday products, such as packaged food and hygiene products",COM1,,
+shop,supermarket,"A large shop selling groceries, fresh produce, and other goods.",COM1,,
+shop,clothes,A shop which primarily sells clothing,COM1,,
+shop,hairdresser,"A hairdressers or barbers shop, where hair is cut",COM1,,
+shop,car_repair,A business where cars are repaired.,COM1,,
+shop,bakery,A shop selling bread,COM1,,
+shop,yes,A shop of unspecified type or indicator that feature such as fuel station has shop.,COM,,
+shop,car,A place that primarily sells cars (automobiles),COM1,,
+shop,beauty,"A non-hairdresser beauty shop, spa, nail salon, etc.",COM1,,
+shop,kiosk,"A small shop on the pavement that sells magazines, tobacco, newspapers, sweets and stamps.",COM1,Should this one be left out?,
+shop,butcher,,COM1,,
+shop,hardware,,COM1,,
+shop,furniture,,COM1,,
+shop,mobile_phone,,COM1,,
+shop,electronics,,COM1,,
+shop,florist,,COM1,,
+shop,car_parts,,COM1,,
+shop,alcohol,,COM1,,
+shop,shoes,,COM1,,
+shop,mall,,COM1,,
+shop,doityourself,,COM1,,
+amenity,parking,A place for parking cars,UNDECIDABLE,It may not be a building,
+amenity,place_of_worship,A place where religious services are conducted,ASS1,,
+amenity,restaurant,"A restaurant sells full sit-down meals with servers, and may sell alcohol.",COM5,,
+amenity,school,A primary or secondary school (pupils typically aged 6 to 18).,EDU2,,
+amenity,fuel,A retail facility for refueling motor vehicles,UNDECIDABLE,It is not clear which GEM occupancy type this is,
+amenity,cafe,A generally informal place with sit-down facilities selling beverages and light meals and/or snacks.,COM5,,
+amenity,fast_food,A place concentrating on very fast counter-only service and take-away food.,COM5,,
+amenity,bank,"A financial establishment where customers can, among other services, deposit money and take loans",COM3,,
+amenity,pharmacy,A shop where a pharmacist sells medications,COM1,,
+amenity,kindergarten,A place for looking after preschool children and (typically) giving early education.,EDU1,,
+amenity,hospital,A hospital providing in-patient medical treatment,COM4,,
+amenity,bar,"An establishment that sells alcoholic drinks to be consumed on the premises, characterised by a noisy and vibrant atmosphere.",COM5,,
+amenity,post_office,A place where letters and parcels may be sent or collected.,COM1|COM3,,
+amenity,pub,An establishment that sells alcoholic drinks that can be consumed on the premises.,COM5,,
+amenity,clinic,"A clinic is a medical centre, with more staff than a doctor's office, that does not admit inpatients.",COM4,,
+amenity,doctors,"A doctor's office, a place to get medical attention or a check up from a physician.",COM4,,
+amenity,police,A police station is a facility where police officers patrol from and that is a first point of contact for civilians.,GOV2,,
+amenity,townhall,A townhall serves as a community administrative center or meeting place.,GOV1|ASS4,,
+amenity,community_centre,"A place mostly used for local events, festivities and group activities.",ASS4,,
+amenity,fire_station,A station from which a fire brigade operates.,GOV2,,
+amenity,social_facility,A facility that provides social services,ASS4,Not sure,
+amenity,dentist,A dentist practice / surgery.,COM4,,
+amenity,library,A place to read and/or lend books,COM6,,
+amenity,bus_station,"A bus station would usually be a terminus where many routes stop / start, and where you can change between routes, etc.",COM8,,
+amenity,college,"A place for further education, a post-secondary education institution which is not a University",EDU3,,
+amenity,university,"An educational institution designed for instruction, examination, or both, of students in many branches of advanced learning.",EDU3,,
+amenity,public_building,N/A,GOV,,
+amenity,veterinary,"A place that deals with the prevention, diagnosis and treatment of disease in animals.",COM3,Used to be COM4,
+amenity,theatre,A place where live theatrical performances are held.,ASS3,,
+amenity,ice_cream,A place that sells ice cream and/or frozen yoghurt over the counter.,COM5,,
+amenity,cinema,"A movie theater, a place showing movies.",ASS3,,
+amenity,childcare,A place where children are looked after which is not an amenity=kindergarten,EDU1,,
+amenity,courthouse,"A building which is home to a court of law, which administers justice according to the rule of law.",GOV1,,
+amenity,car_rental,A place from which cars can be rented.,COM1,,
+amenity,driving_school,A school to learn to drive a motor vehicle,COM1,,
+amenity,arts_centre,An arts centre. A venue where a variety of arts are performed or conducted.,COM6|ASS3,,
+amenity,nightclub,A place to dance and drink at night.,ASS4|COM11,Unclear,
+amenity,nursing_home,A home for disabled/elderly persons who need permanent care.,RES4,,
+amenity,bureau_de_change,An office that exchanges foreign currency and travellers cheques.,COM1,,
+amenity,internet_cafe,A place whose principal role is providing internet services.,COM1,,
+amenity,prison,A prison or jail where people are incarcerated before trial or after conviction.,RES4,,
+amenity,mobile_money_agent,A place where mobile money can be payed in and out.,COM1,,
+amenity,biergarten,An open-air area where beer is served and you are allowed to bring your own food.,COM5,Building with an open-air area or just the open-air area?,
+amenity,studio,A studio used for creating radio or television programmes and broadcasting them. It can also be used to mark a music recording studio.,COM3,COM3 not very accurate,
+amenity,events_venue,"Used to identify places which provide facilities for events such as banquets, weddings, etc.",ASS4|COM5,,
diff --git a/docs/rules/occupancy/landuse_tags.csv b/docs/rules/occupancy/landuse_tags.csv
index 6c450ff9887170877ab97885afec9dbffb947d50..a430fc1eff73b3b466edcb0c2a88e4db0321e954 100644
--- a/docs/rules/occupancy/landuse_tags.csv
+++ b/docs/rules/occupancy/landuse_tags.csv
@@ -1,95 +1,35 @@
-key,value,taginfo_description,GEM_taxonomy_occupancy,comments
-amenity,university,"An educational institution designed for instruction, examination, or both, of students in many branches of advanced learning.",EDU3,
-amenity,school,A primary or secondary school (pupils typically aged 6 to 18).,EDU2,
-amenity,college,"A place for further education, a post-secondary education institution which is not a University",EDU3,
-amenity,library,A place to read and/or lend books,COM6,
-amenity,fuel,A retail facility for refueling motor vehicles,UNDECIDABLE,It is not clear which GEM occupancy type this is
-amenity,parking,A place for parking cars,UNDECIDABLE,It may not be a building
-amenity,cinema,"A movie theater, a place showing movies.",ASS3,
-amenity,theatre,A place where live theatrical performances are held.,ASS3,
-amenity,place_of_worship,A place where religious services are conducted,ASS1,
-amenity,hospital,A hospital providing in-patient medical treatment,COM4,
-landuse,allotments,Allotment gardens with multiple land parcels assigned to individuals or families for gardening.,RES|AGR,
-landuse,animal_keeping,An area of land that is used to keep animals,AGR2,
-landuse,brownfield,Land scheduled for new development,UNDECIDABLE,
-landuse,cemetery,"A place where people, or sometimes animals are buried that isn't part of a place of worship",UNDECIDABLE,Not convinced it classifies as assembly
-landuse,commercial,"A commercial zone, predominantly offices or services.",COM,
-landuse,education,An area predominately used for educational purposes/facilities.,EDU,
-landuse,farm,N/A,AGR,
+key,tag,taginfo_description,GEM_taxonomy_occupancy,comments
+landuse,residential,An area with predominantly houses or apartment buildings.,RES,
 landuse,farmland,Area of farmland used mainly for tillage (annual crops),AGR,
-landuse,farmyard,"Area of land with farm buildings (farmhouse, sheds, stables, barns, etc.)",AGR,
 landuse,forest,"Forest or woodland, sometimes considered to be restricted to managed woodlands or tree plantations.",UNDECIDABLE,
-landuse,garages,Denotes areas occupied by multiple private garage buildings,RES,RES due to private ownership
-landuse,government,N/A,GOV,
 landuse,grass,"A smaller area of grass, usually mown and managed.",UNDECIDABLE,
-landuse,grassland,N/A,UNDECIDABLE,
-landuse,greenhouse,N/A,AGR3,
-landuse,greenhouse_horticulture,Land area used for growing plants in greenhouses.,AGR3,
-landuse,industrial,"An area with predominantly workshops, factories or warehouses.",IND,
-landuse,landfill,A site for permanent or long term storage of waste materials.,IND,
-landuse,leisure,N/A,COM11,Not sure
 landuse,meadow,"An area of meadow or pasture: land primarily vegetated by grass and other non-woody plants, mainly used for hay or grazing",AGR,
-landuse,mine,N/A,IND1,
-landuse,military,Area used for military purposes,GOV|RES4,
 landuse,orchard,Used to mark intentional planting of trees or shrubs maintained for food production,AGR,
-landuse,park,N/A,UNDECIDABLE,
-landuse,plant_nursery,"Represents land that is used solely for plant nurseries, which grow live plants for sale",AGR3,Assuming it is the same as greenhouse
+landuse,farmyard,"Area of land with farm buildings (farmhouse, sheds, stables, barns, etc.)",AGR,
+landuse,industrial,"An area with predominantly workshops, factories or warehouses.",IND,
+landuse,vineyard,"Used to tag vineyards, a piece of land where grapes are grown.",AGR,
+landuse,cemetery,"A place where people, or sometimes animals are buried that isn't part of a place of worship",UNDECIDABLE,Not convinced it classifies as assembly
+landuse,reservoir,An artificial lake which may be used to store water.,UNDECIDABLE,
+landuse,commercial,"A commercial zone, predominantly offices or services.",COM,
+landuse,allotments,Allotment gardens with multiple land parcels assigned to individuals or families for gardening.,RES|AGR,
+landuse,retail,An area that encloses predominantly shops.,COM,
+landuse,basin,An area of land artificially graded to hold water.,UNDECIDABLE,
 landuse,quarry,Area of land used for surface extraction (open-pit mining),IND1,
-landuse,railway,"An area of land dedicated to train operation or support, around tracks, yards, sidings, station complexes, and ancillary man-made objects along the tracks.",UNDECIDABLE,
+landuse,construction,An area being built on.,UNDECIDABLE,
 landuse,recreation_ground,"An open green space for general recreation, which often includes formal or informal pitches, nets and so on. Often municipally owned, sometimes part of colleges / companies or commercially operated.",COM11,Not sure
+landuse,village_green,A village green is a distinctive area of grassy public land in a village centre.,,
+landuse,brownfield,Land scheduled for new development,UNDECIDABLE,
+landuse,garages,Denotes areas occupied by multiple private garage buildings,RES,RES due to private ownership
+landuse,greenhouse_horticulture,Land area used for growing plants in greenhouses.,AGR3,
+landuse,military,Area used for military purposes,GOV|RES4,
 landuse,religious,An area used for religious purposes,ASS1,
-landuse,reservoir,An artificial lake which may be used to store water.,UNDECIDABLE,
-landuse,residential,An area with predominantly houses or apartment buildings.,RES,
-landuse,retail,An area that encloses predominantly shops.,COM,
+landuse,railway,"An area of land dedicated to train operation or support, around tracks, yards, sidings, station complexes, and ancillary man-made objects along the tracks.",UNDECIDABLE,
+landuse,plant_nursery,"Represents land that is used solely for plant nurseries, which grow live plants for sale",AGR3,Assuming it is the same as greenhouse
+landuse,animal_keeping,An area of land that is used to keep animals,AGR2,
+landuse,greenhouse,N/A,AGR3,
+landuse,logging,An area where some or all trees have been cut down.,UNDECIDABLE,
+landuse,leisure,N/A,COM11,Not sure
+landuse,greenfield,Undeveloped land scheduled to turn into a construction site,UNDECIDABLE,
 landuse,school,N/A,EDU2,
-landuse,village_green,A village green is a distinctive area of grassy public land in a village centre.,UNDECIDABLE,
-landuse,vineyard,"Used to tag vineyards, a piece of land where grapes are grown.",AGR,
-landuse,wood,N/A,UNDECIDABLE,
-landuse,winter_sports,An area dedicated to winter sports (e.g. skiing),COM11|COM5,Sort of buildings around winter sport areas likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,common,Identify land over which the public has general rights of use for certain leisure activities.,ASS4,
-leisure,dog_park,"A designated area, with or without a fenced boundary, where dog-owners are permitted to exercise their pets unrestrained.",UNDECIDABLE,
-leisure,escape_game,"A physical adventure game in which players solve a series of puzzles using clues, hints and strategy to complete the objectives at hand.",COM11,
-leisure,garden,A place where flowers and other plants are grown in a decorative and structured manner or for scientific purposes.,UNDECIDABLE,
-leisure,golf_course,A golf course,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,ice_rink,A place where you can skate and play bandy or ice hockey.,COM11|ASS2,Depending on the number of spectators
-leisure,hackerspace,"A place where people with common interests (science, technology, ...) meet.",COM11,
-leisure,marina,A facility for mooring leisure yachts and motor boats.,COM11|COM5,Sort of buildings around marinas likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,miniature_golf,A place or area where you can play miniature golf.,COM11|COM5,Sort of buildings around golf courses likely include restaurants and bars. Not even sure COM11 really applies.
-leisure,nature_reserve,"A protected area of importance for wildlife, flora, fauna or features of geological or other special interest.",UNDECIDABLE,
-leisure,park,"A park, usually urban (municipal).",UNDECIDABLE,
-leisure,pitch,"An area designed for practising a particular sport, normally designated with appropriate markings.",COM11,
-leisure,playground,A playground: an area designed for children to play.,UNDECIDABLE,
-leisure,sports_centre,A sports centre is a distinct facility where sports take place within an enclosed area.,COM11|ASS2,Depending on the number of spectators (most likely COM11)
-leisure,stadium,A major sports facility with substantial tiered seating.,ASS2,
-leisure,swimming_area,An official open-space natural place where you can swim,COM11,
-leisure,swimming_pool,A swimming pool (water area only),COM11,
-leisure,water_park,"An amusement park with features like water slides, recreational pools (e.g. wave pools) or lazy rivers.",COM11,
-natural,beach,,UNDECIDABLE,
-natural,bare_rock,,UNDECIDABLE,
-natural,dune,,UNDECIDABLE,
-natural,fell,,UNDECIDABLE,
-natural,glacier,,UNDECIDABLE,
-natural,grassland,,UNDECIDABLE,
-natural,heath,,UNDECIDABLE,
-natural,land,,UNDECIDABLE,
-natural,mud,,UNDECIDABLE,
-natural,scrub,,UNDECIDABLE,
-natural,scree,,UNDECIDABLE,
-natural,sand,,UNDECIDABLE,
-natural,tundra,,UNDECIDABLE,
-natural,wetland,,UNDECIDABLE,
-natural,wood,,UNDECIDABLE,
-place,neighbourhood,"A neighbourhood is a smaller named, geographically localised place within a suburb of a larger city or within a town or village",RES,Assuming mostly residential and other uses would be PoIs
-place,quarter,"A quarter is a named, geographically localised place within a suburb of a larger city or within a town which is bigger than a neighbourhood",RES,Assuming mostly residential and other uses would be PoIs
-place,suburb,A part of a town or city with a well-known name and often a distinct identity.,RES,Assuming mostly residential and other uses would be PoIs
-tourism,theme_park,"An amusement park where entertainment is provided by rides, games, concessions.",COM11,
-tourism,zoo,"A zoological garden, where animals are confined for viewing by the public.",AGR2|COM5|COM11,
-wetland,bog,,UNDECIDABLE,
-wetland,swamp,,UNDECIDABLE,
-wetland,wet_meadow,,UNDECIDABLE,
-wetland,marsh,,UNDECIDABLE,
-wetland,reedbed,,UNDECIDABLE,
-wetland,saltern,,UNDECIDABLE,
-wetland,tidalflat,,UNDECIDABLE,
-wetland,saltmarsh,,UNDECIDABLE,
-wetland,mangrove,,UNDECIDABLE,
+landuse,education,An area predominately used for educational purposes/facilities.,EDU,
+landuse,government,N/A,GOV,
diff --git a/docs/rules/occupancy/overriding_occupancies.csv b/docs/rules/occupancy/overriding_occupancies.csv
index df17dc8bbb9cf59842155fa40a05613dca4071b7..476ca70b6298ec925bda6bd438dcc4984336855d 100644
--- a/docs/rules/occupancy/overriding_occupancies.csv
+++ b/docs/rules/occupancy/overriding_occupancies.csv
@@ -1,5 +1,6 @@
 ASS1, religious gathering
 ASS2, arena
+ASS3, cinema or concert hall
 COM4, hospital/medical clinic
 COM6, public building (gallery;museum;monument building;library)
 COM8, bus station
@@ -10,4 +11,4 @@ EDU2, school
 EDU3, offices and/or classrooms of college/university
 EDU4, research facilities and/or labs of college/university
 GOV1, government general services
-GOV2, government emergency response
+GOV2, government emergency response
\ No newline at end of file
diff --git a/rabotnikobm/rules/get_gem_taxonomy.py b/rabotnikobm/rules/get_gem_taxonomy.py
new file mode 100644
index 0000000000000000000000000000000000000000..d8eb155c85ab724811bbb81faf7f0d83e56ac97e
--- /dev/null
+++ b/rabotnikobm/rules/get_gem_taxonomy.py
@@ -0,0 +1,44 @@
+#!/usr/bin/env python3
+
+# Copyright (C) 2021:
+#   Helmholtz-Zentrum Potsdam Deutsches GeoForschungsZentrum GFZ
+#
+# This program is free software: you can redistribute it and/or modify it
+# under the terms of the GNU Affero General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or (at
+# your option) any later version.
+#
+# This program is distributed in the hope that it will be useful, but
+# WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero
+# General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see http://www.gnu.org/licenses/.
+
+import logging
+
+from rabotnik import Rule
+from rabotnik.storages.base import StorageBase
+from rabotnikobm.taxonomy.gem_taxonomy import TaxonomyMapper
+
+logger = logging.getLogger()
+
+
+class GetBuildingTaxonomy(Rule):
+    """A rule to copy a building entry from a source database to a destination database."""
+
+    def __init__(self, storage: StorageBase, taxonomy_mapper: TaxonomyMapper):
+        self.storage = storage
+        self.taxonomy_mapper = taxonomy_mapper
+
+    async def evaluate(self, payload: dict):
+        building_id = payload["building_id"]
+        logger.debug("Processing building: %s", building_id)
+        tags = await self.storage.expect_one(
+            f"SELECT tags FROM osm_building_relations WHERE osm_id={building_id} AND index=0"
+        )
+
+        taxonomy = self.taxonomy_mapper.tags_to_taxonomy(tags)
+        logger.debug("taxonomy %s: %s", building_id, taxonomy)
+        return taxonomy
diff --git a/rabotnikobm/taxonomy/gem_taxonomy.py b/rabotnikobm/taxonomy/gem_taxonomy.py
new file mode 100644
index 0000000000000000000000000000000000000000..214222c4f464bc22afe70debc3acdcf500991d41
--- /dev/null
+++ b/rabotnikobm/taxonomy/gem_taxonomy.py
@@ -0,0 +1,85 @@
+#!/usr/bin/env python3
+
+# Copyright (C) 2021:
+#   Helmholtz-Zentrum Potsdam Deutsches GeoForschungsZentrum GFZ
+#
+# This program is free software: you can redistribute it and/or modify it
+# under the terms of the GNU Affero General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or (at
+# your option) any later version.
+#
+# This program is distributed in the hope that it will be useful, but
+# WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero
+# General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see http://www.gnu.org/licenses/.
+
+import csv
+from collections import defaultdict
+
+
+def group_taxonomy(taxonomy: list[dict[str, str]]) -> dict[str, dict[str, str]]:
+    """Extract groups of identical keys and group them in another dict."""
+    grouped_taxonomy = defaultdict(dict)
+
+    for row in taxonomy:
+        key = row.pop("key")
+        tag = row.pop("tag")
+        grouped_taxonomy[key].update({tag: row})
+
+    return grouped_taxonomy
+
+
+def read_csv(fn: str) -> list[dict[str, str]]:
+    """Read content from csv into list of dicts."""
+    with open(fn) as csvfile:
+        taxonomy_reader = list(csv.DictReader(csvfile))
+
+    return taxonomy_reader
+
+
+class TaxonomyMapper:
+
+    """Map building tags to `GEM_taxonomy_occupancy`"""
+
+    def __init__(self, mapping):
+        self.mapping = mapping
+
+    def tags_to_taxonomy(self, building_tags: list):
+        """Translate building tags to GEM_taxonomy_occupancy as defined in
+        building_and_POIs_tags.csv"""
+
+        occupancies = []
+        for building_tag in building_tags:
+            for key, tag in building_tag.items():
+                occupancy = self.mapping.get(key, {}).get(tag, None)
+                if occupancy is not None:
+                    occupancies.append(occupancy["GEM_taxonomy_occupancy"])
+
+        return occupancies
+
+    @classmethod
+    def from_csv(cls, fn: str):
+        """Read a csv and initialize a `TaxonomyMapper`."""
+        taxonomy = read_csv(fn)
+        grouped_taxonomy = group_taxonomy(taxonomy)
+
+        return cls(mapping=grouped_taxonomy)
+
+
+class OccupancyMapper:
+    def __init__(self, mapping):
+        self.mapping = mapping
+
+    def gem_to_occupancy(self, gem_tags: list[str]):
+        """What is multiple overriding keys match?"""
+        return [self.mapping.get(tag) for tag in gem_tags if tag in self.mapping.keys()]
+
+    @classmethod
+    def from_csv(cls, fn: str):
+        with open(fn) as csvfile:
+            data = dict(csv.reader(csvfile))
+
+        return cls(data)
diff --git a/tests/conftest.py b/tests/conftest.py
index b3447799c3372b699aa3e9068e49b6efcac9f113..10d083dd2399076ebbea9c706517580177a81a12 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,6 +3,8 @@ import logging
 import pytest
 import rabotnik
 
+from rabotnikobm.taxonomy.gem_taxonomy import TaxonomyMapper
+
 logger = logging.getLogger(__name__)
 
 
@@ -40,6 +42,20 @@ async def connected_storage(pytestconfig):
     await storage.pool.wait_closed()
 
 
+@pytest.fixture
+def building_poi_mapper(pytestconfig):
+    fn_mapping = pytestconfig.rootpath / "docs/rules/occupancy/building_and_PoIs_tags.csv"
+    mapper = TaxonomyMapper.from_csv(fn_mapping)
+    yield mapper
+
+
+@pytest.fixture
+def landuse_mapper(pytestconfig):
+    fn_mapping = pytestconfig.rootpath / "docs/rules/occupancy/landuse_tags.csv"
+    mapper = TaxonomyMapper.from_csv(fn_mapping)
+    yield mapper
+
+
 def pytest_collection_modifyitems(config, items):
     storage_configuration = config.getoption("storage_configuration")
     if storage_configuration:
diff --git a/tests/test_gem_taxonomy.py b/tests/test_gem_taxonomy.py
new file mode 100644
index 0000000000000000000000000000000000000000..4091207cf745db5052b46afac31a0d121fdb4651
--- /dev/null
+++ b/tests/test_gem_taxonomy.py
@@ -0,0 +1,50 @@
+#!/usr/bin/env python3
+
+# Copyright (C) 2021:
+#   Helmholtz-Zentrum Potsdam Deutsches GeoForschungsZentrum GFZ
+#
+# This program is free software: you can redistribute it and/or modify it
+# under the terms of the GNU Affero General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or (at
+# your option) any later version.
+#
+# This program is distributed in the hope that it will be useful, but
+# WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero
+# General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see http://www.gnu.org/licenses/.
+
+from rabotnikobm.taxonomy.gem_taxonomy import group_taxonomy, OccupancyMapper
+
+
+def test_group_taxonomy():
+    rows = [
+        {"key": "a", "tag": 0},
+        {"key": "a", "tag": 1},
+        {"key": "b", "tag": 2},
+    ]
+
+    grouped = group_taxonomy(rows)
+    assert grouped == {"a": {0: {}, 1: {}}, "b": {2: {}}}
+
+
+def test_taxonomy_mapper_building_pois(building_poi_mapper):
+    sample_tags = [{"amenity": "community_centre"}, {"amenity": "cafe"}, {"x": "y"}]
+    assert building_poi_mapper.tags_to_taxonomy(sample_tags) == ["ASS4", "COM5"]
+
+
+def test_taxonomy_mapper_landuse(landuse_mapper):
+    sample_tags = [{"amenity": "university", "a": "b"}, {"landuse": "brownfield"}, {"x": "y"}]
+    assert landuse_mapper.tags_to_taxonomy(sample_tags) == ["EDU3", "UNDECIDABLE"]
+
+
+def test_occupancy_mapper(pytestconfig):
+    fn_mapping = pytestconfig.rootpath / "docs/rules/occupancy/overriding_occupancies.csv"
+
+    demo_tags = ["ASS1"]
+
+    overriding_mapping = OccupancyMapper.from_csv(fn_mapping)
+    occupancy = overriding_mapping.gem_to_occupancy(demo_tags)
+    print(occupancy)
diff --git a/tests/test_get_building_taxonomy.py b/tests/test_get_building_taxonomy.py
new file mode 100644
index 0000000000000000000000000000000000000000..c43ff0a32d4bc00df1955c6c51de580c7b77ae46
--- /dev/null
+++ b/tests/test_get_building_taxonomy.py
@@ -0,0 +1,31 @@
+#!/usr/bin/env python3
+
+# Copyright (C) 2021:
+#   Helmholtz-Zentrum Potsdam Deutsches GeoForschungsZentrum GFZ
+#
+# This program is free software: you can redistribute it and/or modify it
+# under the terms of the GNU Affero General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or (at
+# your option) any later version.
+#
+# This program is distributed in the hope that it will be useful, but
+# WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero
+# General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see http://www.gnu.org/licenses/.
+
+import pytest
+
+from rabotnikobm.rules.get_gem_taxonomy import GetBuildingTaxonomy
+
+
+@pytest.mark.requires_storage
+@pytest.mark.asyncio
+async def test_get_building_taxonomy(connected_storage, building_poi_mapper):
+    rule = GetBuildingTaxonomy(storage=connected_storage, taxonomy_mapper=building_poi_mapper)
+
+    payload = {"building_id": -6744517}
+    result = await rule.evaluate(payload=payload)
+    assert result == ["ASS4", "UNDECIDABLE"]