id,label,x,y,weight,cluster
1,"trimmings; ribbons, tapes, or bands, not otherwise provided for ...",-0.2092,0.3769,57.8334,3
2,"making nets by knotting of filamentary material; making knotted carpets ...",-0.4975,0.2518,105.5252,3
3,knitting,-0.0806,0.4108,14.4556,3
4,"braiding or manufacture of lace, including bobbin-net or carbonised ...",-0.2979,0.122,44.8968,3
5,"making textile fabrics, e.g. from fibres or filamentary material ...",-0.6423,0.4471,96.1704,3
6,"couplings specially adapted for railway vehicles; draught or buffing ...",0.3446,-0.4098,8.824,1
7,"rail vehicle suspensions, e.g. underframes, bogies, arrangements of ...",0.3195,-0.4629,9.124,1
8,"body details or kinds of railway vehicles (vehicles in general b60; ...",0.317,-0.4933,19.9812,1
9,"locomotives; motor railcars (vehicles in general b60; frames or bogies ...",0.7243,-0.4311,36.323,1
10,"railway systems; equipment therefor not otherwise provided for (lifts or ...",0.3789,-0.2771,35.1052,1
11,"guiding railway traffic; ensuring the safety of railway traffic (brakes ...",1.0577,-0.1311,49.7088,4
12,"other auxiliary equipment for railways (energy-storing brakes b61h; ...",-0.0855,-0.1258,43.2478,1
13,shifting or shunting of rail vehicles (shifting vehicles in general ...,0.3976,0.0416,60.6444,1
14,"brakes or other retarding apparatus peculiar to rail vehicles; ...",0.331,-0.4346,21.0156,1
15,"furnaces, kilns, ovens, or retorts in general; open sintering or like ...",-0.5606,-0.0696,58.296,2
16,"details or accessories of furnaces, kilns, ovens, or retorts, in so far ...",-0.3487,-0.0428,55.0272,2
17,"detonating or priming devices; fuses; chemical lighters; pyrophoric ...",0.1633,-0.5614,12.6508,1
18,"explosive or thermic compositions (blasting f42d); manufacture thereof; ...",-0.0501,-0.4075,12.6206,1
19,"means for generating smoke or mist; gas-attack compositions; generation ...",0.1723,-0.4885,23.314,1
20,"sewers; cesspools",-0.6103,-0.426,43.2748,2
21,"water-closets or urinals with flushing devices; flushing valves therefor",-0.201,-0.4085,9.5614,1
22,"installations or methods for obtaining, collecting, or distributing ...",-0.2366,-0.4499,77.9034,1
23,domestic plumbing installations for fresh water or waste water (not ...,-0.1148,-0.4538,31.7084,1
24,"tables; desks; office furniture; cabinets; drawers; general details of ...",0.5913,-0.2152,32.1814,1
25,"chairs (seats specially adapted for vehicles b60n0002000000); sofas; ...",0.4727,-0.3723,16.7788,1
26,"special furniture, fittings, or accessories for shops, storehouses, ...",0.4615,-0.2097,29.4508,1
27,"household or table equipment (book-ends a47b0065000000; knives b26b)",0.2452,-0.1671,41.0482,1
28,furniture specially adapted for children (school benches or desks ...,0.4639,-0.3716,15.6134,1
29,"kitchen equipment; coffee mills; spice mills; apparatus for making ...",-0.6953,-0.2846,22.2398,2
30,sanitary equipment not otherwise provided for (connecting to water ...,0.0084,-0.1663,25.8166,1
31,furnishings for windows or doors (concerned with the functioning of the ...,0.3383,-0.2455,25.4472,1
32,"domestic washing or cleaning (brushes a46b; cleaning quantities of ...",-0.2015,-0.1242,21.2998,1
33,"safety devices, transport, filling-up, rescue, ventilation, or drainage ...",-0.1551,-0.4803,46.1298,1
34,"shafts; tunnels; galleries; large underground chambers ...",-0.1777,-0.4737,17.5702,1
35,"earth or rock drilling (mining, quarrying e21c; making shafts, driving ...",-0.4202,-0.5506,36.0026,1
36,mining or quarrying,-0.3418,-0.5231,32.4022,1
37,"detergent compositions; use of single substances as detergents; soap or ...",-1.3739,0.3296,31.3464,2
38,"fatty acids from fats, oils or waxes; candles; fats, oils or fatty acids ...",-1.2968,0.1355,66.4686,2
39,"producing, e.g. by pressing raw materials or by extraction from waste ...",-1.3754,0.0742,71.5714,2
40,processes for the manufacture or reproduction of printing surfaces ...,0.3463,0.7002,49.424,3
41,"machines or accessories for making, setting, or distributing type; type; ...",1.2145,0.2707,108.1492,4
42,"details of heat-exchange or heat-transfer apparatus, of general ...",-0.1739,-0.2358,41.7016,2
43,cleaning of internal or external surfaces of heat-exchange or ...,-0.5332,-0.3753,43.8916,2
44,"steam or vapour condensers (condensation of vapours b01d0005000000; ...",-0.4889,-0.5222,44.5804,2
45,"heat-exchange apparatus, not provided for in another subclass, in which ...",-0.642,-0.3891,52.2706,2
46,"targets; target ranges; bullet catchers",0.7314,-0.1622,15.689,1
47,"preparing grain for milling; refining granular fruit to commercial ...",-0.3851,0.1222,52.4602,2
48,"crushing, pulverising, or disintegrating in general; milling grain ...",-0.5861,-0.0836,18.6076,2
49,"apparatus for launching projectiles or missiles from barrels, e.g ....",0.5755,-0.4602,18.2682,1
50,"shaping clay or other ceramic compositions, slag or mixtures containing ...",-0.4483,0.2362,78.2806,3
51,"preparing clay; producing mixtures containing clay or cementitious ...",-0.5337,-0.219,28.5386,2
52,"working stone or stone-like materials (machinery for, or methods of, ...",0.049,0.3935,26.8602,5
53,"positive-displacement machines for liquids; pumps (engine fuel-injection ...",-0.0998,-0.5689,36.8114,1
54,"rotary-piston, or oscillating-piston, positive-displacement machines for ...",-0.0673,-0.6934,20.6632,1
55,pumping of fluid by direct contact of another fluid or by using inertia ...,-0.3439,-0.4063,69.5874,1
56,"non-positive-displacement pumps (engine fuel-injection pumps f02m; ion ...",0.0108,-0.6331,21.9812,1
57,disposal of solid waste,-0.5589,-0.3958,62.3426,2
58,embroidering (programme-controlled sewing machines with embroidering ...,0.1379,0.4894,22.135,3
59,"sewing (appliances for the tailoring trade a41h; sewing tables ...",0.2092,0.4102,13.3144,3
60,"hand-propelled vehicles, e.g. hand carts or perambulators; sledges ...",0.4963,-0.4484,13.8446,1
61,vehicles drawn by animals,0.4832,-0.5442,24.6584,1
62,"motor vehicles; trailers (steering, or guiding on a desired track, of ...",0.5976,-0.5248,26.6466,1
63,"cycle saddles or seats; accessories peculiar to cycles and not otherwise ...",0.5337,-0.4021,16.4198,1
64,"cycles; cycle frames; cycle steering devices; rider-operated terminal ...",0.5494,-0.5499,11.3692,1
65,"cycle stands; supports or holders for parking or storing cycles; ...",0.5887,-0.4747,19.3254,1
66,brakes specially adapted for cycles,0.4958,-0.5672,9.1286,1
67,"rider propulsion of wheeled vehicles or sledges; powered propulsion of ...",0.559,-0.5321,16.0864,1
68,"saddles; stirrups",-0.0385,0.0033,11.3834,1
69,"vinegar; its preparation",-1.5344,0.1332,48.1566,2
70,"micro-organisms or enzymes; compositions thereof (biocides, pest ...",-1.5937,0.2304,53.983,2
71,"pitching or depitching machines; cellar tools (cleaning of casks ...",-1.5736,0.0455,69.2524,2
72,apparatus for enzymology or microbiology (installations for fermenting ...,-0.6921,0.1998,67.9518,2
73,"brewing of beer (cleaning of raw materials a23n; pitching or depitching ...",-1.4837,0.0064,44.6366,2
74,"recovery of by-products of fermented solutions; denaturing of, or ...",-1.202,-0.2068,55.337,2
75,"wine; other alcoholic beverages; preparation thereof (beer c12c)",-1.092,-0.0275,74.3812,2
76,"scaffolding; forms; shuttering; building implements or other building ...",0.3803,-0.2502,34.1282,1
77,"indexing scheme associated with subclasses c12c-c12q;  or c12s, relating ...",-1.6574,0.1785,50.4786,2
78,"processes using enzymes or micro-organisms to liberate, separate or ...",-1.2639,-0.0751,72.6878,2
79,measuring or testing processes involving enzymes or micro-organisms ...,-0.9809,0.3043,61.766,2
80,"making gears or toothed racks (by stamping b21d; by rolling b21h; by ...",0.0121,0.0912,38.9064,5
81,printing machines or presses (machines for manufacturing footwear ...,0.4392,0.6776,27.4558,3
82,"general building constructions; walls, e.g. partitions; roofs; floors; ...",0.0723,-0.2608,32.2862,1
83,"handling of coins or of paper currency or similar valuable papers, e.g ....",1.2501,0.2446,48.8558,4
84,"saccharides, other than sucrose, obtained from natural sources or by ...",-1.4077,-0.0603,59.599,2
85,apparatus for the mechanical reproduction of printing surfaces for ...,0.4242,0.4611,99.0906,3
86,"organs; harmoniums or like wind-actuated musical instruments (mouth ...",0.9469,0.2113,70.5228,4
87,"pianos, harpsichords, spinets or similar stringed musical instruments ...",1.1842,0.069,15.0514,4
88,"stringed musical instruments; wind-actuated musical instruments; ...",1.0613,0.0616,6.0562,4
89,automatic musical instruments (non-musical aspects of toy instruments ...,1.2081,0.0356,28.058,4
90,"electrophonic musical instruments; instruments in which the tones are ...",1.3332,0.0797,26.8698,4
91,"inorganic fertilisers not covered by subclasses ; c05b, c05c; ...",-0.8908,0.1172,53.715,2
92,"sound-producing devices (sound-producing toys a63h0005000000);  methods ...",0.6611,0.081,59.7462,4
93,phosphatic fertilisers,-0.8991,-0.187,53.078,2
94,nitrogenous fertilisers,-1.1063,0.0941,39.3638,2
95,"printing, duplicating, marking, or copying processes; colour printing ...",-0.2005,0.7325,52.5644,3
96,ship-lifting devices or mechanisms,-0.1592,-0.5232,30.5364,1
97,"hydraulic engineering (ship-lifting e02c; dredging e02f)",-0.3137,-0.4627,23.885,1
98,"foundations; excavations; embankments (specially adapted for hydraulic ...",-0.1909,-0.4665,27.1426,1
99,"dredging; soil-shifting (winning peat e21c0049000000)",0.337,-0.4154,14.432,1
100,"matches; manufacture of matches",1.3523,0.0388,97.0758,4
101,"treatment of water, waste water, sewage, or sludge (processes for making ...",-1.0614,-0.3408,42.851,2
102,"stamps; stamping or numbering apparatus or devices (marking meat ...",0.3575,0.6457,36.1894,3
103,"indexing scheme associated with subclasses f21l, f21s and f21v, relating ...",0.6699,0.3327,34.71,5
105,"indexing scheme associated with subclasses b29b, b29c;  or b29d, ...",-0.6969,0.4446,94.2234,3
106,"shaping or joining of plastics; shaping of substances in a plastic ...",-0.419,0.3976,70.9272,3
107,"preparation or pretreatment of the material to be shaped; making ...",-0.6952,0.277,86.0472,3
108,producing particular articles from plastics or from substances in a ...,-0.4277,0.417,82.7862,3
109,"other working of metal; combined operations; universal machine tools ...",0.0841,-0.1326,72.9148,1
110,steam traps or like apparatus for draining-off liquids from enclosures ...,-0.0252,-0.5092,41.1074,1
111,"treating textile materials by liquids, gases, or vapours (applying ...",-0.5705,0.3114,31.7596,3
112,"finishing, dressing, tentering, or stretching textile fabrics (chemical ...",-0.331,0.4579,47.911,3
113,"laundering, drying, ironing, pressing or folding textile articles ...",-0.3762,-0.0599,17.7012,2
114,"mechanical or pressure cleaning of carpets, rugs, sacks, hides, or other ...",-0.2697,0.221,38.4062,3
115,"pleating, kilting, or goffering textile fabrics or wearing apparel ...",-0.5183,0.5409,83.644,3
116,"marking, inspecting, seaming, or severing textile materials (seaming by ...",0.0133,0.2955,59.51,3
117,"wall, floor, or like covering materials, e.g. linoleum, oilcloth, ...",-0.5473,0.5565,97.1638,3
118,"bleaching, e.g. optical bleaching, dry-cleaning, or washing fibres, ...",-1.247,0.2879,34.0114,2
119,"treatment, not provided for elsewhere in class  d06, of fibres, threads, ...",-1.0887,0.3954,55.4096,2
120,"dyeing or printing textiles; dyeing leather, furs, or solid ...",-0.9407,0.5243,41.542,2
121,"decorating textiles (for treatment of textiles by mechanical means, ...",0.0711,0.5955,112.225,3
122,marine propulsion or steering (propulsion of air-cushion vehicles ...,0.3302,-0.6653,13.1822,1
123,auxiliaries on vessels,0.1799,-0.6073,28.4488,1
124,"offensive or defensive arrangements on vessels; mine-laying; ...",0.4538,-0.4168,29.3306,1
125,"launching, hauling-out, or dry-docking of vessels; life-saving in water; ...",0.2023,-0.3741,15.2126,1
126,"ships or other waterborne vessels; equipment for shipping (air-cushion ...",0.2615,-0.5394,17.1382,1
127,"flotation; differential sedimentation (in combination with other ...",-1.0233,-0.293,27.875,2
128,magnetic or electrostatic separation of solid materials from solid ...,-0.8129,-0.2413,28.535,2
129,separating solid materials using liquids or using pneumatic tables or ...,-0.6345,-0.155,59.1274,2
130,static stores (information storage based on relative movement between ...,1.0321,0.4558,42.2628,4
131,information storage based on relative movement between record carrier ...,0.8327,0.3493,22.6638,4
132,"lime; magnesia; slag; cements; compositions thereof, e.g. mortars, ...",-0.6744,0.1438,52.763,3
133,"appliances or methods for making clothes, e.g. for dress-making, for ...",0.1792,0.2411,71.2266,3
134,"shirts; underwear; baby linen; handkerchiefs",-0.3781,0.4166,45.4532,3
135,"corsets; brassi res",-0.3108,0.3805,14.009,3
136,"outerwear; protective garments; accessories (eye or ear protectors ...",-0.1327,0.2512,20.5892,3
137,"garment fastenings; suspenders",-0.011,0.1243,49.9062,3
138,"artificial flowers; wigs; masks; feathers",-0.3298,0.1828,22.7542,3
139,"apparatus or devices for manifolding, duplicating, or printing for ...",0.3388,0.626,41.404,3
141,"nano-structures formed by manipulation of individual atoms, molecules, ...",-0.0397,0.7665,88.5422,5
142,cleaning or de-greasing of metallic material by chemical methods other ...,-0.7983,0.365,52.227,2
143,"additional work, such as equipping roads or the construction of ...",0.2937,-0.1966,10.2182,1
144,treatment of the materials before passing to the paper-making machine,-0.9535,0.2072,63.5796,2
145,"calenders; accessories for paper-making machines (winders or rewinders ...",0.6024,0.3332,65.2768,4
146,"paper-making machines; methods of producing paper thereon",-0.5294,0.3906,28.0756,3
147,production of cellulose by removing non-cellulose substances from ...,-1.0321,0.0641,21.8742,2
148,fibrous raw materials or their mechanical treatment,-0.8043,0.0878,42.2588,2
149,"ignition, other than compression ignition, for internal-combustion ...",0.4937,-0.504,18.5312,1
150,"fibreboard; manufacture of articles from cellulosic fibrous suspensions ...",-0.5523,0.2726,87.0076,3
151,jet-propulsion plants (arrangement or mounting of jet-propulsion plants ...,0.0887,-0.7009,11.3576,1
152,supplying combustion engines in general with combustible mixtures or ...,0.02,-0.7898,20.0196,1
153,starting of combustion engines (starting of free-piston ...,0.4409,-0.6366,25.0346,1
154,"internal-combustion piston engines; combustion engines in general ...",0.0519,-0.7781,24.8578,1
155,"gas-turbine plants; air intakes for jet-propulsion plants; controlling ...",-0.1546,-0.818,22.3026,1
156,"controlling combustion engines (vehicle fittings, acting on a single ...",0.3572,-0.7075,28.0848,1
157,"cylinders, pistons, or casings for combustion engines; arrangements of ...",0.0424,-0.6929,20.2846,1
158,hot-gas or combustion-product positive-displacement engine plants (steam ...,-0.135,-0.8083,28.6884,1
159,ropes or cables in general (joining ropes or cables to one another or to ...,-0.0745,0.3646,30.2614,3
160,light sources not otherwise provided for,0.3843,0.2846,64.6956,5
161,"aeroplanes; helicopters (air-cushion vehicles b60v)",0.5089,-0.4834,18.8598,1
162,"equipment for fitting in or to aircraft; flying suits; parachutes; ...",0.3573,-0.4756,23.0092,1
163,ground or aircraft-carrier-deck installations,0.5786,-0.313,28.9414,1
164,"cosmonautics; vehicles or equipment therefor (apparatus for, or methods ...",0.7498,-0.1077,17.7134,4
165,"mechanical treatment or processing of skins, hides, or leather in ...",-0.0983,0.281,35.614,3
166,"chemical treatment of skins, hides or leather, e.g. tanning, ...",-0.9316,0.3814,52.2554,3
167,"organic dyes or closely-related compounds for producing dyes; mordants; ...",-1.0424,0.4752,41.0952,2
168,"treatment of inorganic materials, other than fibrous fillers, to enhance ...",-0.8288,0.4149,73.287,3
169,machines for making cigars or cigarettes,-0.3949,0.0516,19.5868,2
170,"manufacture or preparation of tobacco for smoking or chewing; tobacco; ...",-0.9173,0.0135,11.7062,2
171,"natural resins; french polish; drying-oils; driers (siccatives); ...",-1.3451,0.1847,81.8612,2
172,"adhesives; non-mechanical aspects of adhesive processes in general; ...",-0.5687,0.5523,109.6082,3
173,"materials for applications not otherwise provided for; applications of ...",-0.6649,0.1953,74.027,2
174,preparation of glue or gelatine,-0.9768,0.3652,91.6326,3
175,"details of instruments, or comparable details of other apparatus, not ...",0.6126,0.2441,83.707,5
176,manufacturing or trimming hats or other head coverings,0.044,0.1637,17.0818,3
177,"hats; head coverings (headbands, head-scarves a41d0020000000, ...",0.0805,0.1834,14.5176,3
178,"refrigeration machines, plants, or systems; combined heating and ...",-0.14,-0.5529,25.4834,1
179,"generating combustion products of high pressure or high velocity, e.g ....",-0.2425,-0.8644,15.1806,1
180,"air supply; draught-inducing; supplying non-combustible liquid or gas ...",-0.5642,-0.5929,42.5878,2
181,burners (generating combustion products of high pressure or high ...,-0.5833,-0.6515,29.7606,2
182,"manufacture of dairy products (preservation, pasteurisation, ...",-0.4245,0.1853,25.3486,5
183,"armour; armoured turrets; armoured or armed vehicles; means of attack or ...",-0.0096,0.0646,24.912,3
184,"producing a reactive propulsive thrust, not otherwise provided for (from ...",0.2241,0.138,35.0322,5
185,positive-displacement engines driven by liquids (positive-displacement ...,-0.0227,-0.6333,34.3172,1
186,machines or engines for liquids (machines or engines for liquids and ...,0.1781,-0.6303,20.3566,1
187,"spring, weight, inertia, or like motors; mechanical-power-producing ...",0.038,-0.3988,47.9386,1
188,wind motors,0.3852,-0.6516,11.1314,1
189,"cleaning in general; prevention of fouling in general (brushes a46; ...",-0.4694,0.114,46.7612,2
190,"handling thin or filamentary material, e.g. sheets, webs, cables",0.2846,0.3267,37.364,3
191,"labelling or tagging machines, apparatus, or processes (nailing or ...",-0.1705,0.4996,76.1062,3
192,"machines, apparatus or devices for, or methods of, packaging articles or ...",-0.2023,-0.0584,44.7572,1
193,"transport or storage devices, e.g. conveyers for loading or tipping; ...",0.2398,-0.1218,36.5202,1
194,gathering or removal of domestic or like refuse (disinfecting refuse ...,0.1641,-0.2945,24.7032,1
195,"containers for storage or transport of articles or materials, e.g. bags, ...",-0.0946,-0.1343,48.5676,1
196,chemical or physical laboratory apparatus for general use (apparatus for ...,-0.525,0.1446,57.7966,2
197,"chemical or physical processes, e.g. catalysis, colloid chemistry; their ...",-1.1102,-0.0317,70.0024,2
198,"separation (separating solids from solids by wet methods b03b, b03d, by ...",-0.9533,-0.3938,62.3004,2
199,"mixing, e.g. dissolving, emulsifying, dispersing (mixing paints ...",-0.7571,-0.247,42.4644,2
200,"boiling; boiling apparatus",-0.8676,-0.1784,95.833,2
201,"transmission of digital information, e.g. telegraphic communication ...",1.4891,0.1389,80.594,4
202,"pulp compositions; preparation thereof not covered by subclasses ; d21c, ...",-0.7837,0.4575,51.96,3
203,weapons for projecting missiles without use of explosive or combustible ...,0.5256,-0.4342,7.6514,1
204,"stereophonic systems (information storage on discs or tapes g11b; ...",1.3646,0.2719,33.298,4
205,"plasma technique (ion-beam tubes h01j0027000000; magnetohydrodynamic ...",0.1434,0.6914,79.5066,5
206,"devices or arrangements, the optical operation of which is modified by ...",0.4883,0.6796,38.6552,5
207,"steam engine plants; steam accumulators; engine plants not otherwise ...",-0.1554,-0.6728,26.392,1
208,foundry moulding (moulding refractory materials in general b28b),-0.2914,0.0146,25.2878,3
209,"machines, tools, equipment or methods for manufacturing or repairing ...",0.2594,0.216,34.3692,3
210,"characteristic features of footwear; parts of footwear",0.3052,0.1209,11.5018,3
211,"fastenings or attachments for footwear; laces in general",0.3216,0.1059,10.7202,3
212,"combinatorial chemistry; libraries, e.g. chemical libraries, ; in silico ...",-0.876,0.4131,43.0438,2
213,compositions of macromolecular compounds (compositions based on ...,-0.8735,0.5009,67.5094,3
214,"derivatives of natural macromolecular compounds (polysaccharides c08b; ...",-1.2102,0.3137,96.3972,2
215,use of inorganic or non-macromolecular organic substances as compounding ...,-0.8549,0.4952,69.443,3
216,"working-up; general processes of compounding; after-treatment not ...",-0.7797,0.4246,87.4484,3
217,macromolecular compounds obtained otherwise than by reactions only ...,-0.965,0.4669,53.689,3
218,macromolecular compounds obtained by reactions only involving ...,-1.0243,0.4448,46.1144,3
219,treatment or chemical modification of rubbers,-0.9049,0.4359,63.9358,3
220,"polysaccharides; derivatives thereof (polysaccharides containing less ...",-1.2841,0.2587,83.9036,2
221,generating or transmitting mechanical vibrations in general (for ...,-0.0386,0.3727,133.7814,5
222,"tools for grinding, buffing or sharpening (tools for grinding or ...",-0.369,0.3284,43.109,5
223,"machines, devices, or processes for grinding or polishing (grinding of ...",0.0572,0.4645,25.675,5
224,abrasive or related blasting with particulate material,-0.225,0.1438,25.4386,5
225,"spinning or twisting (unwinding, paying-out, forwarding, winding, or ...",-0.0214,0.3819,10.8964,3
226,chemical treatment of natural filamentary or fibrous material to obtain ...,-0.9924,0.3405,85.2084,2
227,mechanical treatment of natural fibrous or filamentary material to ...,-0.3874,0.1962,18.4508,3
228,"preliminary treatment of fibres, e.g. for spinning (winding or ...",-0.286,0.346,14.8768,3
229,"chemical features in the manufacture of artificial filaments, threads, ...",-0.6304,0.4663,94.0014,3
230,mechanical methods or apparatus in the manufacture of artificial ...,-0.6866,0.369,72.408,3
231,"hoisting, lifting, hauling, or pushing, not otherwise provided for, e.g ....",0.3345,-0.3769,26.0706,1
232,"capstans; winches; tackles, e.g. pulley blocks; hoists (winding or ...",0.2915,-0.3826,13.7892,1
233,"elevators; escalators or moving walkways (funicular railbound systems ...",0.6652,-0.2852,10.5616,1
234,"cranes; load-engaging elements or devices for cranes, capstans, winches, ...",0.3318,-0.2848,30.8556,1
235,"displaying; advertising; signs; labels or name-plates; seals",0.5914,0.1414,50.4422,4
236,arrangements or circuits for control of indicating devices using static ...,1.1803,0.3109,68.6018,4
237,"railway or like time or fare tables; perpetual calendars",0.8143,0.295,61.6858,4
238,"educational or demonstration appliances; appliances for teaching, or ...",1.1502,0.0876,66.1688,4
239,ciphering or deciphering apparatus for cryptographic or other purposes ...,1.332,0.2963,84.0384,4
240,lighter-than-air aircraft (ground installations for aircraft in general ...,0.3779,-0.3775,14.3222,1
241,"modifying the physical structure of ferrous metals; general devices for ...",-0.2166,0.0449,36.8646,3
242,manufacture of iron or steel (preliminary treatment of ferrous ores or ...,-0.5935,-0.1872,25.1598,2
243,"processing of pig-iron, e.g. refining, manufacture of wrought-iron or ...",-0.5763,-0.2304,14.259,2
244,"bending; cooperage; wheel-making",0.3557,-0.0403,39.2544,1
245,"layered products, i.e. products built-up of strata of flat or non-flat, ...",-0.4224,0.519,115.9826,3
246,"manipulators; chambers provided with manipulation devices (robotic ...",0.6927,0.1015,82.0984,4
247,"workshop equipment, e.g. for marking-out work; storage means for ...",0.4442,-0.1614,29.3042,1
248,handles for hand implements (attaching the blades or the like to handles ...,0.1678,-0.2667,53.1086,1
249,"combination or multi-purpose tools not otherwise provided for; details ...",0.1321,-0.0593,40.6778,1
250,percussive tools,-0.012,-0.2871,19.039,1
251,"hand-held nailing or stapling tools; manually-operated portable stapling ...",0.1287,0.0492,15.3228,1
252,"tools or bench devices not otherwise provided for, for fastening, ...",0.16,-0.1445,22.8,1
253,"lighting devices or systems thereof, being portable or specially adapted ...",0.5842,0.1526,23.5294,5
254,"accessory machines or apparatus; tools (sawing tools b27b0033000000; ...",0.2279,0.1232,45.0516,1
255,"crimping or curling fibres, filaments, yarns, or threads; yarns or ...",-0.545,0.4379,67.949,3
256,"finishing or dressing of filaments, yarns, threads, cords, ropes, or the ...",-0.4738,0.4542,66.8536,3
257,"warping, beaming, or leasing",0.114,0.3126,21.5318,3
258,"filling with liquids or semiliquids, or emptying, of bottles, jars, ...",-0.2187,-0.1395,51.7556,1
259,"applying closure members to bottles, jars, or similar containers; ...",-0.1401,-0.1881,40.7294,1
260,"dispensing, delivering, or transferring liquids, not otherwise provided ...",-0.0976,-0.216,48.2938,1
261,"removing bark or vestiges of branches (forestry a01g); splitting wood; ...",0.037,-0.0371,11.9306,1
262,rotary-piston or oscillating-piston machines or engines (combustion ...,-0.0426,-0.7222,21.06,1
263,"machines or engines, in general or of positive-displacement type, e.g ....",0.1574,-0.5958,39.5334,1
264,"non-positive-displacement machines or engines, e.g. steam turbines ...",0.0262,-0.6763,15.2196,1
265,"lubricating of machines or engines in general; lubricating ...",-0.0974,-0.6726,30.1912,1
266,gas-flow silencers or exhaust apparatus for machines or engines in ...,-0.3401,-0.6274,18.035,1
267,"processes, apparatus or selection of substances for impregnating, ...",-0.7154,0.3517,102.0068,3
268,"mechanical working of cane, cork, or similar materials",-0.5738,0.4113,91.3072,3
269,circuit arrangements or systems for supplying or distributing electric ...,0.789,-0.0098,47.6172,4
270,emergency protective circuit arrangements (indicating or signalling ...,0.9939,0.1428,49.7326,4
271,"postal sorting; sorting individual articles, or bulk material fit to be ...",0.6956,0.2319,74.3224,4
272,"apparatus for physical training, gymnastics, swimming, climbing, or ...",0.517,-0.1681,15.8726,1
273,"skates; skis; roller skates; design or layout of courts, rinks or the ...",0.4493,-0.2614,6.3054,1
274,"bowling-alleys; bowling games; boccia; bowls; bagatelle; billiards ...",0.7158,-0.0335,20.5578,1
275,"card, board, or roulette games; indoor games using small moving playing ...",1.2673,-0.0335,30.9486,4
276,"merry-go-rounds; swings; rocking-horses (swings or rockinghorses as ...",0.6135,-0.2838,9.6156,1
277,"toys, e.g. tops, dolls, hoops, building blocks",0.6666,-0.1986,17.9882,1
278,"devices for theatres, circuses, or the like; conjuring appliances or the ...",0.7781,0.0056,63.3748,4
279,"racing; riding sports; equipment or accessories therefor (stop watches ...",0.5354,-0.1946,34.0614,1
280,production of acetylene by wet methods,-0.7349,-0.3517,75.0574,2
281,"cigars; cigarettes; tobacco smoke filters; mouthpieces for cigars or ...",-0.829,0.0078,18.1884,2
282,"coating compositions, e.g. paints, varnishes or lacquers; filling ...",-0.6482,0.6211,42.7694,3
283,"smokers; requisites; match boxes (lighters f23q)",-0.4597,-0.0856,38.2982,2
284,"time-interval measuring (measuring pulse characteristics g01r, e.g ....",1.1343,0.0599,100.57,4
285,"hairdressing or shaving equipment; manicuring or other cosmetic ...",-0.4753,0.1188,24.7302,3
286,"travelling or camp equipment; sacks or packs carried on the body (hand ...",0.3043,-0.2307,24.7966,1
287,"traffic control systems (guiding railway traffic, ensuring the safety of ...",1.2053,-0.0041,70.8826,4
288,"devices for moving wings into open or closed position; checks for wings; ...",0.5387,-0.3863,16.9444,1
289,apparatus or tools specially designed for making or maintaining clocks ...,0.374,-0.0599,28.393,1
290,electronic time-pieces,1.1629,0.2655,107.2084,4
291,electromechanical clocks or watches (mechanical parts of clocks or ...,1.0215,0.1006,49.86,4
292,"mechanically-driven clocks or watches; mechanical parts of clocks or ...",1.0461,0.1264,46.2906,4
293,"tuning resonant circuits; selecting resonant circuits (indicating ...",1.3161,0.3008,63.1576,4
294,"walking sticks (walking aids, e.g. sticks, for blind persons ...",0.3626,-0.2405,7.573,1
295,"spark gaps; overvoltage arresters using spark gaps; sparking plugs; ...",-0.018,0.0657,20.5282,5
296,devices using stimulated emission,0.5509,0.6847,27.9924,5
297,"electrically-conductive connections; structural associations of a ...",0.5984,0.1976,23.3382,5
298,aerials (microwave radiators for near-field therapeutic treatment ...,1.093,0.2856,14.8634,4
299,"waveguides; resonators, lines or other devices of the waveguide type ...",0.8407,0.4531,24.1928,4
300,"processes or means, e.g. batteries, for the direct conversion of ...",-0.243,-0.0489,20.4294,2
301,"semiconductor devices; electric solid state devices not otherwise ...",0.2491,0.8503,64.1658,5
302,electric incandescent lamps (details or apparatus or processes for ...,0.3711,0.581,79.1286,5
303,"electric discharge tubes or discharge lamps (spark-gaps h01t; arc lamps ...",0.3489,0.6114,53.9768,5
304,"electric switches; relays; selectors; emergency protective devices ...",0.7313,0.0433,25.327,5
305,"capacitors; capacitors, rectifiers, detectors, switching devices, ...",0.2322,0.6872,38.9282,5
306,"magnets; inductances; transformers; selection of materials for their ...",0.3147,0.2232,30.5484,5
307,resistors,0.3065,0.5358,59.345,5
308,"mechanical working or deformation of paper or cardboard (cutting, ...",-0.3263,0.5037,78.2188,3
309,making other paper articles (manufacture by dry processes of articles ...,-0.3142,0.2561,86.4132,3
310,"making boxes, cartons, envelopes, or bags (incising, scoring, in general ...",-0.1065,0.2072,67.1438,3
311,"making wound articles, e.g. wound tubes (characteristics relating to the ...",-0.4242,0.0015,102.5916,3
312,"systems acting by means of fluids in general; fluid-pressure actuators, ...",0.2417,-0.6145,26.6164,1
313,fluid-circuit elements predominantly used for computing or control ...,-0.3285,-0.2587,76.3404,1
314,"fluid dynamics, i.e. methods or means for influencing the flow of gases ...",-0.3726,-0.525,45.8532,1
315,"hand-held cutting tools not otherwise provided for (for harvesting a01d; ...",0.0251,0.0104,11.6804,1
316,"perforating; punching; cutting-out; stamping-out; severing by means ...",0.0589,0.2611,50.9274,3
317,"cutting; details common to machines for severing, e.g. by cutting, ...",0.1595,0.1881,40.0134,1
318,centrifuges (high-speed drum mills b02c0019110000),-0.8589,-0.3546,27.0176,2
319,"apparatus using free vortex flow, e.g. cyclones (exhaust or silencing ...",-0.9492,-0.4473,52.8368,2
320,"shedding mechanisms; pattern cards or chains; punching of cards; ...",0.2474,0.0484,4.2068,3
321,"woven fabrics; methods of weaving; looms",-0.1919,0.2838,34.546,3
322,"auxiliary weaving apparatus; weavers ; tools; shuttles",0.1367,0.2473,38.3792,3
323,"machines, apparatus, or tools for artistic work, e.g. for sculpturing, ...",0.5899,0.3992,120.003,4
324,producing decorative effects (processes for applying liquids or other ...,-0.0079,0.7224,106.8862,5
325,special designs or pictures,0.0739,0.4066,101.046,3
326,"painting or artistic drawing, not otherwise provided for; preserving ...",-0.3899,0.2611,95.2504,3
327,"micro-structural devices or systems, e.g. micro-mechanical devices ...",0.1666,0.5758,87.1478,5
328,"making articles from leather, canvas, or the like",0.3269,0.3032,15.3158,3
329,"methods, equipment, or machines for use in upholstering; upholstery not ...",0.5601,-0.1267,47.2886,1
330,"harness; devices used in connection therewith; whips or the like",0.045,-0.1482,10.8872,1
331,"coin-freed or like apparatus (coin sorting g07d0003000000; coin testing ...",1.2097,0.0261,76.805,4
332,"registering the receipt of cash, valuables, or tokens (digital computing ...",1.3503,0.0806,94.9124,4
333,"ticket-issuing apparatus; taximeters; arrangements or apparatus for ...",1.3172,0.106,97.123,4
334,"time or attendance registers; registering or indicating the working of ...",1.1599,0.1559,103.4658,4
335,"fire-fighting (fire-extinguishing compositions, use of chemical ...",-0.1413,-0.3996,19.3034,1
336,"devices, apparatus or methods for life-saving (valves specially adapted ...",-0.2282,-0.1706,27.5328,1
337,"chemical means for extinguishing fires; processes for making harmful ...",-0.8142,-0.252,73.5048,2
338,subject matter not otherwise provided for in this section,-1.7918,0.3529,12.0528,2
339,"coating metallic material; coating material with metallic material; ...",-0.0799,0.702,68.3362,5
340,non-mechanical removal of metallic material from surfaces (working of ...,-0.0687,0.6942,89.0404,5
341,"obtaining energy from radioactive sources; applications of radiation ...",-0.6809,0.3087,73.7224,2
342,"nuclear explosives; applications thereof",0.1148,0.7866,23.5042,5
343,"fusion reactors (uncontrolled fusion, applications thereof g21j)",-0.1988,0.0214,47.1968,5
344,"nuclear reactors (fusion reactors, hybrid fission-fusion reactors g21b; ...",0.3868,-0.0735,17.4964,4
345,nuclear power plant,0.2934,-0.1002,47.7958,4
346,"protection against x-radiation, gamma radiation, corpuscular radiation ...",-0.4322,-0.0507,36.1192,2
347,"conversion of chemical elements; radioactive sources",0.0812,0.4392,68.9426,5
348,"enamelling of, or applying a vitreous layer to, metals (chemical ...",-0.8347,0.4018,60.1006,2
349,"presses in general; presses not otherwise provided for (producing ...",-0.2406,0.1687,46.9684,3
350,"apparatus for applying liquids or other fluent materials to surfaces, in ...",-0.2464,0.4285,72.5008,3
351,"spraying apparatus; atomising apparatus; nozzles (spray-mixers with ...",-0.2712,-0.2761,36.1144,1
352,"processes for applying liquids or other fluent materials to surfaces, in ...",-0.3684,0.6106,120.1896,5
353,"pasteurisation, sterilisation, preservation, purification, ...",-1.3021,-0.04,60.145,2
354,"indexing scheme associated with subclasses f21l, f21s and f21v, relating ...",0.717,0.158,35.7032,5
355,"functional features or details of lighting devices or systems thereof; ...",0.6392,0.3157,35.186,5
356,"non-portable lighting devices or systems thereof (burners f23d; electric ...",0.6561,0.2154,26.1598,5
357,"incandescent mantles; other incandescent bodies heated by combustion ...",0.1468,0.3158,72.2862,5
358,working veneer or plywood (applying liquids or other fluent materials to ...,-0.267,0.3655,83.7482,3
359,"dovetailed work; tenons; slotting machines; nailing or stapling machines ...",0.1202,0.077,22.9578,1
360,"planing, drilling, milling, turning, or universal machines (machine ...",0.2122,0.0484,20.3104,1
361,"saws; components or accessories therefor (saws specially adapted for ...",0.3202,0.0677,23.1454,1
362,"working of wood not provided for in subclasses ; b27b-b27l; manufacture ...",0.0664,0.1351,43.2858,1
363,"control or regulation of electric motors, generators, or dynamo-electric ...",0.6698,-0.4327,25.1298,1
364,"manufacture by dry processes of articles, with or without organic ...",-0.5215,0.4031,114.0006,3
365,"dynamo-electric machines (measuring instruments g01; dynamo-electric ...",0.4499,-0.4072,15.859,1
366,"apparatus for conversion between ac and ac, between ac and dc, or ...",0.858,0.0718,22.8088,4
367,"boards, substations, or switching arrangements for the supply or ...",0.6776,0.1636,51.5502,5
368,"installation of electric cables or lines, or of combined optical and ...",0.4617,0.1107,30.8324,5
369,"electrotherapy; magnetotherapy; radiation therapy; ultrasound therapy ...",-0.0151,0.4119,33.2008,3
370,"methods or apparatus for sterilising materials or objects in general; ...",-0.7913,0.2096,89.109,3
371,"devices for introducing media into, or onto, the body (introducing media ...",-0.4374,0.0786,44.6042,3
372,"containers specially adapted for medical or pharmaceutical purposes; ...",-0.5591,0.0232,67.787,3
373,"preparations for medical, dental, or toilet purposes (devices or methods ...",-1.6049,0.2912,61.6646,2
374,"physical therapy apparatus, e.g. devices for locating or stimulating ...",-0.0387,0.1007,40.6218,3
375,"filters implantable into blood vessels; prostheses; devices providing ...",-0.4553,0.4151,55.0608,3
376,"transport, personal conveyances, or accommodation specially adapted for ...",0.3211,-0.2351,22.457,1
377,"veterinary instruments, implements, tools, or methods",-0.1644,0.2785,61.5106,3
378,"diagnosis; surgery; identification (analysing biological material g01n, ...",-0.0043,0.371,51.5922,3
379,"dentistry; apparatus or methods for oral or dental hygiene (non-driven ...",-0.2827,0.2874,17.1586,3
380,fermentation or enzyme-using processes to synthesise a desired chemical ...,-1.5736,0.2143,58.1946,2
381,specific therapeutic activity of chemical compounds or medicinal ...,-1.3507,0.3337,64.3458,2
382,specific use of cosmetics or similar toilet preparations,-1.4956,0.3049,13.1222,2
383,"shaping or working of foodstuffs, not fully covered by a single other ...",-1.2443,0.0377,42.6808,2
384,"bolts or fastening devices for wings, specially for doors or windows ...",0.5974,-0.371,14.864,1
385,cyclically operating valves for machines or engines (valves in general ...,0.1485,-0.7666,8.4398,1
386,"cooling of machines or engines in general; cooling of ...",0.1784,-0.6971,19.5832,1
387,"hinges or other suspension devices for doors, windows, or wings (pivotal ...",0.5261,-0.308,17.821,1
388,"safes or strong-rooms for valuables; bank protection devices; safety ...",0.7353,-0.1441,55.2504,1
389,"locks; accessories therefor; handcuffs",0.6616,-0.3716,15.4312,1
390,computer systems based on specific computational models,1.3023,0.0677,99.7224,4
391,"counting mechanisms; counting of objects not otherwise provided for ...",0.9386,0.2318,120.1752,4
392,"recognition of data; presentation of data; record carriers; handling ...",1.2657,0.3391,69.1234,4
393,hybrid computing arrangements (optical hybrid computing devices ...,1.3276,0.1518,108.1638,4
394,"analogue computers (analogue optical computing devices g06e0003000000; ...",1.2382,0.0661,111.336,4
395,electric digital data processing (computers in which a part of the ...,1.3584,0.0472,98.0566,4
396,"optical computing devices (optical logic elements per seg02f0003000000; ...",1.2618,0.114,107.9444,4
397,digital fluid-pressure computing devices,1.2789,0.0234,103.1938,4
398,"data processing systems or methods, specially adapted for ...",1.3992,0.0586,53.6322,4
399,digital computers in which all the computation is effected mechanically ...,1.1289,0.1067,116.341,4
400,changing the physical structure of non-ferrous metals or non-ferrous ...,-0.3105,0.2057,28.4194,3
401,"alloys (treatment of alloys c21d, c22f)",-0.3467,0.1704,36.1268,3
402,"static electricity; naturally-occurring electricity",-0.0333,0.2218,69.299,5
403,"aids for music (teaching music g09b0015000000); supports for musical ...",0.9878,0.0988,25.8802,4
404,"organic fertilisers not covered by subclasses ; c05b, c05c, e.g ....",-1.076,-0.1422,40.0644,2
405,mixtures of fertilisers covered individually by different subclasses of ...,-1.1992,0.0916,49.6072,2
406,demodulation or transference of modulation from one carrier to another ...,1.5332,0.2669,55.0492,4
407,"control of amplification (impedance networks, e.g. attenuators, h03h; ...",1.4149,0.315,38.803,4
408,"modulation (measuring, testing g01r; masers, lasers h01s; modulators ...",1.5111,0.313,47.1698,4
409,"generation of oscillations, directly or by frequency-changing, by ...",1.2123,0.3597,55.5354,4
410,"coding, decoding or code conversion, in general (using fluidic means ...",1.4088,0.2126,41.586,4
411,"speech analysis or synthesis; speech recognition; audio analysis or ...",1.409,0.1219,37.3794,4
412,"impedance networks, e.g. resonant circuits; resonators (measuring, ...",1.024,0.4985,57.0154,4
413,"pulse technique (measuring pulse characteristics g01r; mechanical ...",1.2546,0.3107,52.4728,4
414,"image data processing or generation, in general (specially adapted for ...",1.3417,0.1617,85.103,4
415,"pipe-line systems; pipe-lines (distributing water e03b; pumps or ...",-0.4644,-0.4046,89.1156,1
416,"scanning-probe techniques or apparatus; applications of scanning-probe ...",0.8127,0.5569,33.8264,4
417,gas-holders of variable capacity (self-acting gas cut-off devices ...,-0.081,-0.5835,41.5658,1
418,"vessels for containing or storing compressed, liquefied, or solidified ...",-0.4173,-0.4064,48.4726,1
419,"testing static or dynamic balance of machines or structures; testing of ...",0.613,-0.1323,52.0036,4
420,"measurement of intensity, velocity, spectral content, polarisation, ...",0.3631,0.5012,71.1368,5
421,weighing,0.7841,0.0228,33.6868,4
422,"measuring not specially adapted for a specific variable; arrangements ...",0.6163,0.5591,45.7396,4
423,"blasting (fuses, e.g. fuse cords, c06c0005000000; blasting cartridges ...",0.1369,-0.5578,29.2632,1
424,"explosive charges, e.g. for blasting; fireworks; ammunition (explosive ...",0.3089,-0.5564,16.3088,1
425,"ammunition fuzes (blasting cartridge initiators f42b0003100000; chemical ...",0.3511,-0.5222,17.432,1
426,manufacture of brushes,-0.4719,0.2193,21.9904,3
427,"permanently attaching together sheets, quires, or signatures, or ...",0.3178,0.4014,33.7062,3
428,"bookbinding (cutting or perforating machines, devices, or tools b26; ...",0.3545,0.4529,39.1108,3
429,"books; book covers; loose leaves; printed matter of special format or ...",0.7839,0.3838,80.4146,4
430,"sheets temporarily attached together; filing appliances; file cards; ...",0.5031,0.0842,16.7382,1
431,"methods of steam generation; steam boilers (steam engine plants where ...",-0.5347,-0.5907,33.7644,2
432,"preheating, or accumulating preheated, feed-water; feed-water supply; ...",-0.4167,-0.6928,32.0988,2
433,brushes (handles not integral with brushware b25g),-0.2728,0.1494,18.186,3
434,"control or regulating systems in general; functional elements of such ...",1.1238,-0.0209,99.6972,4
435,systems for regulating electric or magnetic variables (regulating the ...,0.9856,0.2046,29.6088,4
436,control devices or systems insofar as characterised by mechanical ...,0.6342,-0.329,39.1772,1
437,systems for controlling or regulating non-electric variables (for ...,0.5834,-0.2576,94.4344,4
438,electrolytic or electrophoretic processes for the production of ...,-0.7395,-0.0047,41.7092,2
439,processes for the electrolytic or electrophoretic production of ...,-0.1967,0.6287,50.6226,5
440,"processes for the electrolytic removal of materials from objects; ...",-0.2038,0.5752,74.6284,5
441,"manufacture or shaping of glass, or of mineral or slag wool; ...",-0.1162,0.4901,24.146,5
442,"chemical composition of glasses, glazes, or vitreous enamels; surface ...",-0.1005,0.7342,76.9564,5
443,"buildings or like structures for particular purposes; swimming or splash ...",0.2097,-0.3408,25.9838,1
444,"finishing work on buildings, e.g. stairs, floors (windows, doors e06b)",0.0339,-0.191,39.367,1
445,"roof coverings; sky-lights; gutters; roof-working tools (coverings of ...",-0.0522,-0.0825,24.2294,1
446,"foods, foodstuffs, or non-alcoholic beverages, not covered by subclasses ...",-1.4791,0.0393,42.0184,2
447,"heat-exchange apparatus, not provided for in another subclass, in which ...",-0.2752,-0.3179,44.0742,2
448,safety devices in general,0.3144,-0.2644,55.5134,1
449,"constructional elements in general; structures built-up from such ...",-0.0134,-0.2955,50.6208,1
450,gearing,0.5386,-0.562,19.6962,1
451,"valves; taps; cocks; actuating-floats; devices for venting or aerating",-0.1295,-0.5736,35.7288,1
452,"pistons; cylinders; pressure vessels in general; sealings",-0.0803,-0.5712,23.9232,1
453,"frames, casings, or beds, of engines or other machines or apparatus, not ...",0.5592,-0.2743,42.2476,1
454,"pipes; joints or fittings for pipes; supports for pipes, cables or ...",-0.1716,-0.4439,32.6494,1
455,lubricating,-0.0271,-0.4408,46.6702,1
456,"shafts; flexible shafts; mechanical means for transmitting movement in a ...",0.2429,-0.4467,23.7714,1
457,devices for fastening or securing constructional elements or machine ...,0.2309,-0.2527,33.047,1
458,couplings for transmitting rotation (gearing for conveying rotation ...,0.3919,-0.5719,20.1108,1
459,"belts, cables, or ropes, predominantly used for driving purposes; ...",0.2057,-0.1818,18.8786,1
460,"springs; shock-absorbers; means for damping vibration",0.4182,-0.4549,19.7432,1
461,"transmission systems for measured values, control or similar signals ...",1.2142,0.1496,103.508,4
462,"fluid heaters, e.g. water or air heaters, having heat-generating means, ...",-0.338,-0.383,48.5448,2
463,propulsion of electrically-propelled vehicles (arrangements or mounting ...,0.6884,-0.4133,55.4852,1
464,"implements for writing or drawing (containers, casings or accessories ...",0.0771,0.2741,18.5228,3
465,"bureau accessories not otherwise provided for (stapling devices b25c, ...",-0.1284,0.1553,70.1432,3
466,"articles for writing or drawing upon; accessories for writing or drawing ...",0.6334,0.2024,28.4966,4
467,"constructional details of combustion chambers, not otherwise provided ...",-0.4732,-0.6435,29.2712,2
468,regulating or controlling combustion (control devices specially adapted ...,0.0137,-0.5297,41.8524,2
469,grates (inlets for fluidisation air for fluidised bed combustion ...,-0.4283,-0.6087,25.651,2
470,feeding fuel to combustion apparatus (fuel feeders specially adapted for ...,-0.5684,-0.6407,30.668,2
471,"removal or treatment of combustion products or combustion residues; ...",-0.7297,-0.513,55.9214,2
472,"cremation furnaces; consuming waste or low grade fuels by combustion",-0.7373,-0.5175,38.9294,2
473,methods or apparatus for combustion using fluent fuel (burners f23d),-0.5494,-0.6411,37.003,2
474,methods or apparatus for combustion using only solid fuel (for ...,-0.7381,-0.5842,51.1184,2
475,"manufacture of metal sheets, wire, rods, tubes, profiles or like ...",0.0172,0.0766,48.0144,3
476,rolling of metal (auxiliary operations used in connection with ...,0.0422,0.1105,31.7018,3
477,"making needles, pins, or nails",0.072,0.1259,47.1604,1
478,"working or processing of wire (rolling of metal b21b; by drawing, ...",0.1233,0.0297,35.3422,1
479,"working or processing of sheet metal or metal tubes, rods or profiles ...",0.0821,-0.1715,39.4396,1
480,"making forged or pressed products, e.g. horse-shoes, rivets, bolts, ...",-0.0482,-0.3132,75.8922,1
481,"forging; hammering; pressing; riveting; forge furnaces (rolling of metal ...",0.3155,-0.0427,35.743,1
482,"making particular metal objects by rolling, e.g. screws, wheels, rings, ...",0.1271,-0.1885,29.512,1
483,"making chains (making chains or chain links by casting b22d0025020000; ...",0.2966,-0.2101,5.5616,1
484,production or refining of metals (making metallic powder or suspensions ...,-0.8722,-0.2186,24.1244,2
485,"transmission (transmission systems for measured values, control or ...",1.4495,0.2579,56.0484,4
486,"broadcast communication (multiplex communication h04j; pictorial ...",1.4039,0.1786,79.0876,4
487,multiplex communication (peculiar to transmission of digital information ...,1.4897,0.198,69.755,4
488,"pictorial communication, e.g. television",1.3193,0.321,55.817,4
489,"loudspeakers, microphones, gramophone pick-ups or like acoustic ...",0.9389,0.3668,28.8194,4
490,wireless communication networks,1.4538,0.171,69.8078,4
491,drying or working-up of peat,-1.017,-0.2694,29.926,2
492,"cracking hydrocarbon oils; production of liquid hydrocarbon mixtures, ...",-1.1036,-0.359,27.882,2
493,"working-up tar, pitch, asphalt, bitumen; pyroligneous acid",-1.1066,-0.1843,24.9148,2
494,"ladders (e04f0011000000 takes precedence;step-stools a47c0012000000; ...",0.3796,-0.365,11.217,1
495,"biocidal, pest repellant, pest attractant or plant growth regulatory ...",0.0205,0.014,29.7986,1
496,shoeing of animals,0.1353,0.7374,52.774,5
497,preservation of bodies of humans or animals or plants or parts thereof ...,-1.4688,0.2398,65.2308,2
498,"new plants or processes for obtaining them; plant reproduction by tissue ...",-1.7833,0.1606,19.5022,2
499,"animal husbandry; care of birds, fishes, insects; fishing; rearing or ...",-0.0813,-0.1463,15.9184,1
500,"harvesting; mowing",0.1325,-0.2591,10.2426,1
501,"threshing (combines a01d0041000000); baling of straw, hay or the like; ...",-0.0631,-0.0304,20.2188,1
502,"horticulture; cultivation of vegetables, flowers, rice, fruit, vines, ...",-0.1896,-0.1766,25.1312,1
503,"soil working in agriculture or forestry; parts, details, or accessories ...",0.1847,-0.2111,16.2542,1
504,"planting; sowing; fertilising (combined with general working of soil ...",-0.1242,-0.1723,15.0502,1
505,"edible oils or fats, e.g. margarines, shortenings, cooking oils ...",-1.6197,0.0812,28.4984,2
506,"coffee; tea; their substitutes; manufacture, preparation, or infusion ...",-1.1118,-0.0932,28.5702,2
507,"cocoa; cocoa products, e.g. chocolate; substitutes for cocoa or cocoa ...",-1.4278,0.1015,28.7738,2
508,"preserving, e.g. by canning, meat, fish, eggs, fruit, vegetables, edible ...",-1.2049,-0.0253,48.5148,2
509,"dairy products, e.g. milk, butter, cheese; milk or cheese substitutes; ...",-1.4754,0.0366,26.9488,2
510,"machines or apparatus for treating harvested fruit, vegetables, or ...",-0.9274,-0.1145,17.1124,2
511,"protein compositions for foodstuffs; working-up proteins for foodstuffs; ...",-1.5535,0.1305,58.0404,2
512,"feeding-stuffs specially adapted for animals; methods specially adapted ...",-1.4482,0.1299,46.57,2
513,"working metallic powder; manufacture of articles from metallic powder; ...",-0.3998,0.1946,51.2184,3
514,"casting of metals; casting of other substances by the same processes or ...",-0.3096,-0.0187,19.1406,3
515,"signalling or calling systems; order telegraphs; alarm systems ...",0.9546,-0.0158,62.7842,4
516,electric circuits or apparatus specially designed for use in equipment ...,0.2081,-0.236,48.836,1
517,"electric heating; electric lighting not otherwise provided for",0.0966,0.2213,47.006,5
518,"x-ray technique (apparatus for radiation diagnosis a61b0006000000; x-ray ...",0.2368,0.4419,58.6356,3
519,"printed circuits; casings or constructional details of electric ...",0.5701,0.4653,71.0366,5
520,"amplifiers (measuring, testing g01r; optical parametric amplifiers g02f; ...",1.3259,0.4037,22.0524,4
521,"domestic stoves or ranges for solid fuels; implements for use in ...",-0.4855,-0.5459,18.4606,2
522,"indexing scheme associated with subclass b29c, relating to particular ...",-0.3178,0.4678,70.5364,3
523,"air-conditioning; air-humidification; ventilation; use of air currents ...",-0.0547,-0.4314,37.6052,1
524,"automatic control, starting, synchronisation, or stabilisation of ...",1.4093,0.29,42.4378,4
525,"acyclic, carbocyclic, or heterocyclic compounds containing elements ...",-1.2964,0.3265,57.3792,2
526,"sugars; derivatives thereof; nucleosides; nucleotides; nucleic acids ...",-1.5748,0.2704,50.823,2
527,"measuring length, thickness or similar linear dimensions; measuring ...",0.6222,0.3674,53.8234,4
528,production or use of heat not otherwise provided for (materials therefor ...,-0.1679,0.0674,24.0082,5
529,apparatus for processing exposed photographic materials (apparatus ...,0.3486,0.5455,31.7558,5
530,"domestic- or space-heating systems, e.g. central heating systems; ...",-0.2547,-0.4676,49.9092,2
531,"electrography; electrophotography; magnetography (information storage ...",0.3287,0.5668,17.1196,3
532,apparatus or arrangements for taking photographs or for projecting or ...,0.7413,0.5086,30.9612,5
533,photosensitive materials for photographic purposes (for photomechanical ...,-0.2114,0.7984,29.785,5
534,"photomechanical production of textured or patterned surfaces, e.g. for ...",0.5216,0.6923,63.4472,5
535,"single-crystal growth (by using ultra-high pressure, e.g. for the ...",0.0653,0.8162,61.756,5
536,"buttons, pins, buckles, slide fasteners, or the like (fastenings ...",0.0706,-0.0307,34.725,1
537,"processing meat, poultry, or fish (preserving a23b; obtaining protein ...",-0.5016,-0.0139,12.1386,1
538,slaughtering,-0.1376,-0.0377,16.1986,1
539,"non-metallic elements; compounds thereof (fermentation or enzyme-using ...",-1.0291,-0.1535,62.9074,2
540,"ammonia; cyanogen; compounds thereof (salts of oxyacids of halogens ...",-0.9184,-0.3433,65.37,2
541,"compounds of the metals beryllium, magnesium, aluminium, calcium, ...",-0.9885,-0.0093,61.3048,2
542,"compounds containing metals not covered by subclasses  c01d;  or c01f; ...",-0.9351,-0.0347,50.546,2
543,"compounds of alkali metals, i.e. lithium, sodium, potassium, rubidium, ...",-0.9645,-0.0368,63.5224,2
544,processes or apparatus specially adapted for the manufacture or ...,0.174,0.6828,91.4676,5
545,"catching, trapping or scaring of animals (apiculture ...",-0.1357,-0.2216,8.2498,1
546,"fixed or movable closures for openings in buildings, vehicles, fences, ...",0.2304,-0.238,21.9874,1
547,"liquefaction, solidification, or separation of gases or gaseous mixtures ...",-0.8364,-0.4625,14.945,2
548,"separating solids from solids by sieving, screening, or sifting or by ...",-0.6291,-0.2303,18.9706,2
549,"weapon sights; aiming (optical aspects thereof g02b)",0.7967,-0.2501,13.6678,1
550,"functional features or details common to both smallarms and ordnance, ...",0.655,-0.4689,8.9622,1
551,"smallarms, e.g. pistols, rifles (functional features or details common ...",0.629,-0.4632,8.7976,1
552,reclamation of contaminated soil (gatherers for removing stones or the ...,-0.8618,-0.413,42.176,2
553,"apparatus for bronze printing, line printing, or for bordering or edging ...",0.3338,0.3687,71.3584,3
554,"typewriters; selective printing mechanisms, i.e. mechanisms printing ...",0.7048,0.6512,30.1534,4
555,"printing plates or foils (photosensitive materials g03); materials for ...",-0.0424,0.7882,44.0244,3
556,working of metal by the action of a high concentration of electric ...,0.276,0.2931,20.1692,5
557,"soldering or unsoldering; welding; cladding or plating by soldering or ...",0.0731,0.3626,41.6316,5
558,"secret communication; jamming of communication",1.4793,0.1878,85.6826,4
559,"milling (broaching b23d; broach-milling in making gears b23f; ...",0.2559,0.043,24.3178,1
560,"turning; boring (using an electrode which takes the place of a tool ...",0.113,0.0251,23.7464,1
561,"planing; slotting; shearing; broaching; sawing; filing; scraping; like ...",0.2103,0.0836,34.1272,1
562,"thread cutting; working of screws, bolt heads, or nuts, in conjunction ...",0.0716,-0.0046,42.2366,1
563,"details, components, or accessories for machine tools, e.g. arrangements ...",0.3476,0.0315,59.4984,1
564,"production, working, storing or distribution of ice (frozen sweets, ...",-0.3572,-0.2824,12.3968,1
565,"structural elements; building materials (for bridges e01d; specially ...",0.0255,-0.2245,36.3166,1
566,telephonic communication (circuits for controlling other apparatus via a ...,1.4605,0.1333,47.4654,4
567,"measuring linear or angular speed, acceleration, deceleration, or shock; ...",0.7147,0.3007,46.3214,4
568,"selecting (switches, relays, selectors h01h)",1.4547,0.1409,66.1528,4
569,"permanent way; permanent-way tools; machines for making railways of all ...",0.4111,-0.2477,12.5462,1
570,"construction of, or surfaces for, roads, sports grounds, or the like; ...",0.0035,-0.2707,14.3084,1
571,bridges (bridges extending between terminal buildings and aircraft for ...,0.0267,-0.4224,15.0282,1
572,"street cleaning; cleaning of permanent ways; cleaning beaches; cleaning ...",0.1093,-0.364,6.2892,1
573,"purses; luggage; hand carried bags (sacks or packs carried on the body ...",0.2216,-0.1573,32.5382,1
574,"refrigerators; cold rooms; ice-boxes; cooling or freezing apparatus not ...",-0.2014,-0.4015,32.3942,1
575,"spectacles; sunglasses or goggles insofar as they have the same features ...",-0.1601,0.543,20.4886,3
576,"optical elements, systems, or apparatus (g02f takes precedence;optical ...",0.5268,0.6295,43.884,5
577,"other domestic stoves or ranges; details of domestic stoves or ranges, ...",-0.5343,-0.4544,27.8706,2
578,"bakers ; ovens; machines or equipment for baking (domestic baking ...",-0.5627,-0.1567,43.4572,2
579,"machines or equipment for making or processing doughs; handling baked ...",-0.8354,0.0646,33.7546,2
580,"treatment, e.g. preservation, of flour or dough for baking, e.g. by ...",-1.2515,0.0566,35.0124,2
581,electric machines not otherwise provided for,0.2743,0.585,77.5144,5
582,drying solid materials or objects by removing liquid therefrom (drying ...,-0.6324,-0.078,30.9348,2
583,"holographic processes or apparatus (holograms, e.g. point holograms, ...",0.5984,0.6164,50.7424,5
584,"cables; conductors; insulators; selection of materials for their ...",0.0106,0.4793,50.8762,5
585,superheating of steam (steam-separating arrangements in boilers ...,-0.5033,-0.5267,35.4606,2
586,"compounds of unknown constitution (sulfonated fats, oils or waxes of ...",-1.4698,0.2476,76.9994,2
587,"measuring force, stress, torque, work, mechanical power, mechanical ...",0.5951,0.1684,50.2004,4
588,"geophysics; gravitational measurements; detecting masses or objects; ...",0.3965,-0.1025,29.6528,4
589,"meteorology (radar, sonar, lidar or analogous systems, designed for ...",0.7614,0.1356,86.1656,4
590,"measurement of nuclear or x-radiation (radiation analysis of materials, ...",0.1127,0.5448,41.9162,5
591,"measuring electric variables; measuring magnetic variables (measuring ...",0.9195,0.2693,52.4454,4
592,"radio direction-finding; radio navigation; determining distance or ...",1.1936,0.0912,42.6364,4
593,investigating or analysing materials by determining their chemical or ...,-0.3299,0.3609,68.1112,2
594,"measuring temperature; measuring quantity of heat; thermally-sensitive ...",0.4346,0.2189,61.4484,4
595,"measurement of mechanical vibrations or ultrasonic, sonic or infrasonic ...",0.642,0.2435,108.9606,4
596,"measuring volume, volume flow, mass flow, or liquid level; metering by ...",0.3263,-0.0093,39.1642,4
597,"measuring distances, levels or bearings; surveying; navigation; ...",1.0341,0.0879,56.2722,4
598,vehicle connections (components of brake systems b60t0017040000),0.4848,-0.5068,11.2006,1
599,"vehicles for use both on rail and on road; vehicles capable of ...",0.4904,-0.562,31.4922,1
600,"vehicle suspension arrangements (air-cushion vehicles b60v; connections ...",0.7022,-0.4701,14.9498,1
601,"vehicle wheels (making wheels or wheel parts by rolling b21h0001000000, ...",0.4349,-0.3566,12.4362,1
602,"vehicle tyres (manufacture, repairing b29); tyre inflation; tyre ...",0.3931,0.0268,12.1582,1
603,"power supply lines, or devices along rails, for electrically-propelled ...",0.559,-0.372,29.429,1
604,vehicle passenger accommodation not otherwise provided for (furniture ...,0.5551,-0.4666,14.0554,1
605,"arrangements or adaptations of heating, cooling, ventilating, or other ...",0.104,-0.5697,27.6976,1
606,"windows, windscreens, non-fixed roofs, doors, or similar devices for ...",0.4328,-0.4344,14.766,1
607,arrangement or mounting of propulsion units or of transmissions in ...,0.6966,-0.5426,33.9406,1
608,"vehicle brake control systems or parts thereof; brake control systems or ...",0.7851,-0.4571,21.4702,1
609,conjoint control of vehicle sub-units of different type or different ...,0.8955,-0.4089,46.3122,1
610,"arrangement of signalling or lighting devices, the mounting or ...",0.879,0.002,47.8114,5
611,"vehicles, vehicle fittings, or vehicle parts, not otherwise provided for ...",0.5585,-0.4436,24.3052,1
612,"servicing, cleaning, repairing, supporting, lifting, or manoeuvring of ...",0.3775,-0.2956,17.1222,1
613,"fuels not otherwise provided for; natural gas; synthetic natural gas ...",-1.1182,-0.3038,21.5654,2
614,"lubricating compositions (well drilling compositions c09k0008020000); ...",-1.0875,-0.0556,18.2482,2
615,indexing scheme associated with subclass c10m,-0.9465,-0.1054,27.8726,2
616,production of gases containing carbon monoxide and hydrogen from solid ...,-0.8879,-0.471,46.0036,2
617,purifying or modifying the chemical composition of combustible gases ...,-0.961,-0.3653,58.1276,2
618,destructive distillation of carbonaceous materials for production of ...,-0.8595,-0.4337,27.0058,2
619,"general methods of organic chemistry; apparatus therefor (preparation of ...",-1.3709,0.1228,70.7754,2
620,"acyclic or carbocyclic compounds (macromolecular compounds c08; ...",-1.5001,0.0518,43.6748,2
621,heterocyclic compounds (macromolecular compounds c08),-1.6909,0.303,44.8344,2
622,steroids (seco-steroids c07c),-1.6881,0.2625,48.8194,2
623,"peptides (peptides containing -lactam rings c07d; cyclic dipeptides not ...",-1.5954,0.2826,60.5806,2
624,"ignition (devices for igniting matches a24f;  chemical ...",-0.2378,-0.5844,24.5006,2
625,"jewellery; bracelets; other personal adornments; coins (jewel boxes ...",0.3977,0.1431,15.7554,3
626,"processes for the electrolytic production, recovery or refining of ...",-0.7812,-0.0196,26.419,2
627,air-cushion vehicles,0.4369,-0.4886,23.4744,1
628,techniques for handling particles or ionising radiation not otherwise ...,0.194,0.6106,65.354,5
629,"polishing compositions other than french polish; ski waxes",-0.2247,0.6669,86.9832,5
630,"vehicles adapted for load transportation or to transport, to carry, or ...",0.4266,-0.5437,18.0658,1
