Consumers Micro Data

7/27/2019 Consumers Micro Data

1/48

Microdata from artificial worlds

Consumer data in a market with dynamic competition through product differentiation, innovation and fina

Income, preferences, purchases, timing and decision-making rules

Elaboration: Economics Web Institute http://www.economicswe

Freely downloadable artificial world: http://www.economicswe

Description: Two competing firms (1 and 2) are introducing a new product on a market of 1000 potential consum

In 14 time periods, the firms sold a total of 985 units for a revenue of 8349 and profits for 3417.

But these overall results are different for the two firms over time, as you can see in the following tabl

Individual consumers choices and properties (income, preferences, decisionmaking rules) are given i

The overall property of consumers' income distribution (which generate the reserve prices) is the pre

Period Sold 1 Sold 2 Price 1 Price 2 Revenue 1 Revenue 2 Easiness

of use 1

1 7 1 20 20 140 20 6

2 0 9 40 30 0 270 6

3 22 27 30 25 660 675 64 127 16 20 25 2540 400 6

5 90 3 20 25 1800 75 6

6 74 73 18 16 1332 1168 6

7 41 126 18 14 738 1764 7

8 21 92 16 14 336 1288 8

9 26 94 14 11 364 1034 8

10 25 25 10 11 250 275 8

11 8 31 10 9 80 279 8

12 7 20 9 8 63 160 8

13 5 9 8 7 40 63 814 1 5 6 5 6 25 8

Total 454 531 8349 7496

Total (1+2) 985 15845

Quantities Prices Revenues
http://www.economicswebinstitute.org/http://www.economicswebinstitute.org/essays/dyncomp.htmhttp://www.economicswebinstitute.org/essays/dyncomp.htmhttp://www.economicswebinstitute.org/


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ce

binstitute.org

binstitute.org/essays/dyncomp.htm

rs.

e.

n the next spreadsheet

ence of a large middle class.

Easiness

of use 2

Performan

ce 1

Performan

ce 2

Profit 1 Profit 2 Unit

variable

costs 1

Unit

variable

costs 2

Fixed

costs 1

Fixed

costs 2

2 2 6 60 0 10 10 0 0

2 2 6 -150 15 10 10 0 0

2 3 6 320 240 10 10 0 03 4 6 1110 -45 10 10 0 0

3 5 6 700 -534 10 8 0 0

4 5 7 490 70 8 6.4 0 0

5 5 8 125 438 6.4 5.12 0 0

6 5 9 -149 476 6.4 5.12 0 0

7 6 9 -70 408 5.12 4.09 0 0

7 6 9 -53 103 4.09 3.27 0 0

7 6 9 -153 127 4.09 3.27 0 0

7 7 9 -100 44 3.27 3.27 0 0

7 7 9 -77 23 3.27 3.27 0 07 7 9 -18 8 3.27 3.27 0 0

2039 1378

3417

Product features Profits


3/48

Advertising

1

Advertising

2

Cost-reducing

R and D 1

Cost-reducing

R and D 2

Easy-oriented

R and D 1

Easy-oriented

R and D 2

10 10 0 0 0 0

100 50 0 0 0 100

50 50 0 0 0 100

100 70 0 0 0 200

100 10 50 150 0 200

100 0 100 150 0 200

100 0 100 200 50 200

100 0 100 200 50 100

50 0 150 200 0 0

50 0 150 50 0 0

50 0 100 10 0 0

10 0 80 10 0 0

10 0 60 0 0 00 0 20 0 0 0

Costs


4/48

Performance-

oriented R

and D 1

Performance-

oriented R

and D 2

Interests

cost 1

Interests

cost 2

Total costs

1

Total costs

2

Own

capital 1

Own

capital 2

Debt 1

0 0 0 0 80 20 160 100 0

50 0 0 15 150 255 10 115 0

50 0 20 15 340 435 330 355 200

50 0 10 15 1430 445 1440 310 100

50 200 0 25 1100 609 2140 -224 0

50 200 0 80 842 1097.2 2630 -153.2 0

100 200 0 80 612.4 1325.12 2755.6 285.68 0

100 0 0 40 484.4 811.04 2607.2 762.64 0

100 0 0 40 433.12 625.024 2538.08 1171.616 0

0 0 0 40 302.4 171.92 2485.68 1274.696 0

50 0 0 40 232.768 151.5808 2332.912 1402.1152 0

50 0 0 40 162.9376 115.536 2232.9744 1446.5792 0

30 0 0 10 116.384 39.4912 2156.5904 1470.088 00 0 0 0 23.2768 16.384 2139.3136 1478.704 0

Shareholders' capital De


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Interest rate

Debt 2 Total

capital 1

Total

capital 2

Reimburse

ment 1

Reimburse

ment 2

Interest rate

(%)

0 160 100 0 0 10

150 10 265 0 0 10

150 530 505 0 0 10

150 1540 460 100 0 10

250 2140 26 100 0 10

800 2630 646.8 0 0 10

800 2755.6 1085.68 0 0 10

400 2607.2 1162.64 0 400 10

400 2538.08 1571.616 0 0 10

400 2485.68 1674.696 0 0 10

400 2332.912 1802.1152 0 0 10

400 2232.9744 1846.5792 0 0 10

100 2156.5904 1570.088 0 300 100 2139.3136 1478.704 0 100 10

bt Firms' capital Debt reimbursement


6/48

Consumers data and short explanations of variables.

Longer explanation: http://www.economicswebinstitute.org/essays/dyncomp.htm

Consumer ID Reserve price Has bought (1)

or not (-1)

Period when it

bought

Product bought

1 14.8420112 1 10 2

2 14.80325953 1 12 2

3 12.00763805 1 9 2

4 12.04220964 1 12 2

5 12.887424 1 12 2

6 13.57135351 1 9 27 14.87788417 1 9 2

8 15.19382249 1 7 2

9 14.84941066 1 7 2

10 14.81064831 1 7 2

11 13.13260062 1 12 2

12 13.74302871 1 9 2

13 14.20770943 1 9 2

14 15.19521809 1 11 2

15 14.22222877 1 7 216 15.48304311 1 11 2

17 14.46158981 1 9 2

18 12.65304331 1 10 1

19 12.89799126 1 9 2

20 14.11723676 1 8 2

21 14.94235257 1 8 2

22 13.92851068 1 10 2

23 13.52439199 1 9 2

24 15.32163702 1 9 2

25 13.62582975 1 11 1

26 15.14491317 1 7 2

27 13.39171613 1 9 2

28 15.80742749 1 8 2

29 14.94488464 1 10 2

30 15.36695002 1 7 2

31 15.02853011 -1 -1 -1
http://www.economicswebinstitute.org/essays/dyncomp.htmhttp://www.economicswebinstitute.org/essays/dyncomp.htm


7/48

47 14.6818574 1 9 1

48 12.68459789 1 11 2

49 14.59122897 1 9 2

50 13.59956181 -1 -1 -1

51 14.30946139 1 8 2

52 15.6373363 1 7 2

53 14.78263037 1 8 2

54 13.80783982 1 11 2

55 12.38186041 1 10 1

56 15.08412562 1 14 2

57 15.68652803 1 7 2

58 14.08402234 1 14 259 12.84558976 1 10 1

60 14.26739961 1 8 2

61 14.64203539 1 8 2

62 13.27405873 1 11 2

63 15.385466 1 11 2

64 16.02724826 1 6 2

65 14.75779714 1 7 2

66 12.22780465 1 9 2

67 12.73708695 1 9 268 15.86391786 1 9 2

69 14.72448926 1 13 2

70 13.36152199 1 9 2

71 12.99933173 1 11 2

72 16.00031093 1 7 2

73 15.62731898 1 9 2

74 13.22037894 1 10 2

75 14.94686069 1 8 2

76 12.44448629 1 11 2

77 12.75852478 1 10 1

78 16.04094992 1 7 2

79 12.34261547 1 10 1

80 15.05215901 1 12 2

81 12.42987645 1 11 2

82 16.31371565 1 8 2

83 15.25031897 1 9 2


8/48

99 15.30242251 1 7 2

100 12.70394938 1 9 2

101 13.54295322 1 9 2

102 13.27572908 1 10 2

103 13.12805747 1 10 2

104 14.60637383 1 9 2

105 16.47109613 1 6 2

106 15.65550918 1 9 2

107 14.66438518 1 7 2

108 14.64667666 1 7 2

109 12.91864877 1 12 2

110 13.28022448 1 13 2111 12.83059741 1 10 1

112 15.7118231 1 8 2

113 14.60363104 1 7 2

114 14.92160585 1 8 2

115 15.34666721 -1 -1 -1

116 16.09893462 1 8 2

117 16.57609413 1 6 2

118 15.6677904 1 7 2

119 15.04584888 1 8 2120 15.57778899 1 9 2

121 16.03062048 1 9 2

122 13.48582153 1 9 2

123 13.18717803 1 12 2

124 14.45332023 1 7 2

125 16.11882382 1 8 2

126 14.78414889 1 9 2

127 15.76797149 1 7 2

128 13.62811863 1 14 2

129 14.76184912 1 12 2

130 12.97512842 1 9 2

131 14.83632739 1 11 1

132 15.66493077 1 7 2

133 14.46287265 1 10 2

134 16.03752231 1 6 2

135 14.80362512 1 8 2


9/48

151 14.1046666 1 7 2

152 14.56126602 1 7 2

153 15.56632154 1 7 2

154 14.20082305 1 8 2

155 13.32720879 1 11 2

156 14.43158948 1 13 2

157 15.15078691 1 8 2

158 14.6394604 1 7 2

159 15.04587582 1 8 2

160 16.83752818 1 6 2

161 15.86235986 1 10 2

162 16.91022306 1 9 2163 14.96501598 1 8 2

164 15.87307883 1 7 2

165 14.1104668 1 7 2

166 13.77312339 1 9 2

167 15.65225881 1 9 2

168 13.85489443 1 11 2

169 16.19906542 1 6 2

170 13.61708002 1 9 2

171 13.85101514 1 9 2172 16.38478425 1 12 1

173 14.13914468 1 7 2

174 14.02241785 1 7 2

175 16.79297707 1 6 2

176 16.41221382 1 9 2

177 14.46122481 1 8 2

178 16.32336806 1 6 2

179 15.51061796 1 9 2

180 15.29680496 -1 -1 -1

181 16.0278573 1 6 2

182 17.17056808 1 6 2

183 15.14969244 1 7 2

184 16.87083574 1 6 2

185 16.84612494 1 10 2

186 17.09356164 1 6 2

187 14.28173643 1 11 2


10/48

203 16.57267011 -1 -1 -1

204 14.17325606 1 13 2

205 16.45207631 1 8 2

206 13.77790149 1 13 2

207 15.51994477 1 7 2

208 14.70551559 1 8 2

209 17.39764424 1 9 2

210 15.3698255 1 8 2

211 14.83081109 1 7 2

212 17.23753692 1 8 2

213 13.94130234 1 9 2

214 17.60372467 1 9 2215 15.80727389 1 8 2

216 15.63284833 1 7 2

217 14.49638356 1 8 2

218 16.29039289 1 7 2

219 15.67711926 1 7 2

220 13.79013434 1 9 2

221 16.93325211 1 10 2

222 17.18203032 1 6 2

223 15.90641455 1 9 2224 17.70573575 1 12 2

225 17.3918035 1 7 2

226 14.53474342 1 12 1

227 15.51200841 1 9 2

228 16.53614965 1 7 2

229 16.09396449 1 6 2

230 14.67104489 1 14 2

231 17.37403074 1 6 2

232 16.66052937 1 7 2

233 16.15619314 1 9 2

234 16.54235372 1 9 2

235 15.54839272 1 7 2

236 16.74318456 1 9 2

237 15.40197875 1 9 2

238 17.29149517 1 9 2

239 15.57928681 1 7 2


11/48

255 16.74187788 1 9 2

256 17.61736837 1 7 2

257 15.07357665 1 9 2

258 16.47701509 1 6 2

259 15.18316391 1 9 2

260 15.24392976 1 11 2

261 15.68273111 1 7 2

262 18.08623411 1 9 2

263 17.50004353 1 7 2

264 14.71330966 1 7 2

265 14.28674344 1 7 2

266 17.18243828 1 9 2267 14.40467813 1 11 2

268 15.22106789 1 8 2

269 15.61535316 1 9 2

270 16.68970303 1 6 2

271 14.59751036 1 7 2

272 16.81042054 1 7 2

273 14.41783106 1 10 2

274 16.78601012 1 7 2

275 18.07976414 1 9 2276 17.43474 1 9 2

277 17.27547921 1 6 2

278 14.46574755 1 11 2

279 14.46594469 1 9 2

280 15.02005491 1 7 2

281 17.41413096 1 7 2

282 16.1022096 1 6 2

283 18.29633847 1 9 1

284 14.52755019 1 10 2

285 14.51665091 1 8 2

286 15.01009685 1 9 2

287 17.34951326 1 7 2

288 16.01606704 1 9 2

289 15.53543497 -1 -1 -1

290 18.00801612 1 6 1

291 17.95481808 1 7 2


12/48

307 17.26166304 1 6 2

308 17.94435637 1 9 2

309 15.94936259 -1 -1 -1

310 15.1477717 1 7 2

311 15.72019823 1 8 2

312 17.89841941 1 6 2

313 15.9347966 1 7 2

314 16.9703783 1 9 2

315 18.77336446 1 12 2

316 18.22976819 1 8 2

317 18.30014175 1 7 2

318 17.97264056 1 6 2319 15.35597973 1 12 2

320 18.02849413 1 7 1

321 17.40404414 1 6 2

322 17.25441554 1 8 2

323 15.45364328 1 9 2

324 17.04484493 1 6 2

325 15.18718117 1 7 2

326 15.48196659 1 7 2

327 16.41523565 1 8 2328 17.75172457 1 7 2

329 15.98476152 1 11 2

330 15.45046332 1 12 2

331 18.26541865 1 6 1

332 16.40719331 1 6 2

333 18.33902512 1 8 2

334 15.64648163 1 8 2

335 16.01713536 1 9 2

336 19.11696767 1 7 2

337 15.81174322 1 8 2

338 16.81050368 1 6 2

339 16.98411016 1 6 2

340 18.89692047 1 6 1

341 18.79671833 1 8 2

342 17.49941794 1 9 2

343 19.0933487 1 9 2


13/48

359 18.45789798 1 7 2

360 16.99084918 1 8 2

361 16.80572626 1 6 2

362 17.33190777 1 6 2

363 18.52338473 1 7 2

364 17.36895341 1 7 2

365 18.10284773 1 9 2

366 19.45858447 1 12 2

367 17.67207598 1 9 2

368 18.66272161 1 10 2

369 19.21571962 1 6 1

370 19.11774838 1 6 2371 16.87394636 1 10 2

372 19.41927685 1 6 1

373 18.44439466 1 9 2

374 17.64753822 1 8 2

375 18.21225176 1 8 2

376 19.65839846 1 7 1

377 16.23345689 1 7 2

378 19.26499896 1 7 2

379 16.19602934 1 9 2380 15.93502208 1 9 2

381 18.98452163 1 6 2

382 16.62858186 1 9 2

383 18.07259757 1 7 1

384 17.40173959 1 7 2

385 19.86873547 1 6 2

386 17.40064446 1 8 1

387 17.14005619 1 10 1

388 18.87129918 1 7 2

389 16.6392763 1 7 2

390 19.8099506 1 6 2

391 19.05978622 1 6 1

392 18.87910533 1 6 2

393 18.44385328 1 8 2

394 17.21417038 1 6 2

395 17.16894995 1 11 1


14/48

411 16.39553298 1 6 2

412 20.19193044 1 8 1

413 17.1392909 1 8 2

414 16.57586745 1 6 2

415 18.03664473 1 8 2

416 17.01646154 1 12 1

417 17.71872904 1 7 2

418 18.55439319 -1 -1 -1

419 16.58157097 1 12 2

420 17.61144639 1 6 2

421 16.66304339 1 6 2

422 17.89089926 1 8 2423 19.84794299 1 12 2

424 20.54353972 1 4 1

425 19.5261934 1 9 2

426 17.22430605 1 7 2

427 17.82917335 1 8 2

428 19.66455256 1 13 2

429 17.56916978 1 9 2

430 20.38494021 1 6 2

431 19.00695593 1 6 1432 20.17395221 1 4 1

433 20.57249452 1 5 1

434 18.95703469 1 7 2

435 19.66376586 1 11 2

436 19.68136227 1 6 1

437 18.64872093 1 11 2

438 19.84122872 1 6 1

439 18.19535957 1 10 1

440 18.2690626 1 9 2

441 17.05493357 1 6 2

442 17.81706784 1 8 2

443 18.42327479 1 9 2

444 17.55448939 1 7 2

445 20.0052483 1 4 1

446 17.10550384 1 9 2

447 17.90733051 1 9 2


15/48

463 17.94118357 1 8 2

464 20.39372577 1 7 1

465 19.77959854 1 7 2

466 20.74339042 1 6 1

467 17.81807191 1 8 2

468 17.67542272 1 10 2

469 20.45971096 1 4 1

470 18.14114773 1 6 1

471 18.31392181 1 11 2

472 21.21127529 1 5 1

473 20.22961253 1 5 1

474 20.00754062 1 9 1475 17.90652127 1 9 2

476 19.14996995 1 7 2

477 20.2096694 1 4 1

478 18.34477117 1 7 2

479 19.31193961 1 11 2

480 17.73784944 1 7 2

481 19.78977904 1 10 2

482 17.65894781 1 11 2

483 18.79702742 1 6 2484 18.38141282 1 8 2

485 18.44187017 1 6 2

486 18.52258519 1 8 2

487 20.49191657 1 8 2

488 19.7098154 1 6 2

489 18.53240283 1 6 2

490 18.13710431 1 7 2

491 19.70252024 1 6 2

492 20.63736881 1 5 1

493 21.13486832 1 5 1

494 19.89533243 1 7 2

495 19.2230329 1 6 1

496 20.42604096 1 6 2

497 18.84228926 1 6 2

498 19.94400309 1 8 2

499 18.64843029 1 7 1


16/48

515 20.8257274 1 5 1

516 18.6659999 1 7 2

517 21.45170725 1 4 1

518 21.32810942 1 6 1

519 19.60252992 1 13 1

520 19.46646283 1 13 1

521 21.7110879 1 7 2

522 19.29459231 1 7 2

523 20.1704788 1 5 1

524 18.94619602 1 8 2

525 22.0234584 1 4 1

526 18.93802879 1 13 2527 20.48001883 1 4 1

528 21.3984177 1 9 1

529 20.38809167 1 1 1

530 18.68640274 1 9 2

531 21.78237609 1 6 1

532 21.0265024 1 4 1

533 22.63629196 1 8 2

534 21.78410433 1 9 1

535 18.94205798 1 8 2536 20.00648095 1 4 1

537 21.2438948 1 5 1

538 20.85443006 1 4 1

539 19.74935315 1 7 1

540 19.54954047 1 6 2

541 19.14376699 1 6 1

542 19.46208267 1 7 2

543 21.23283158 1 5 1

544 19.96452438 1 8 2

545 22.53830665 1 8 1

546 22.67567124 1 6 1

547 22.97184452 1 5 1

548 21.72043239 1 4 1

549 22.7119432 1 11 1

550 20.63021112 1 9 1

551 21.40902454 1 5 1


17/48

567 22.70691175 1 4 1

568 22.11476433 1 10 1

569 20.3387991 1 4 1

570 19.76615833 1 7 2

571 21.36426079 1 4 1

572 20.60896334 1 4 1

573 23.12878704 1 6 1

574 19.59548111 1 6 1

575 21.00447944 1 5 1

576 23.46146068 -1 -1 -1

577 22.23575399 1 8 2

578 20.22023897 1 4 1579 20.86316932 1 8 2

580 22.67250643 1 6 1

581 22.85037974 1 9 1

582 20.55669764 1 4 1

583 23.53921338 1 7 1

584 20.96500697 1 5 1

585 20.55787535 1 5 1

586 21.65002915 1 5 1

587 22.30727582 1 4 1588 22.84702496 1 4 1

589 21.15048319 1 6 1

590 20.23681182 1 6 1

591 21.43030217 1 7 1

592 22.67427939 1 4 1

593 21.43997694 1 8 2

594 23.30753026 1 5 1

595 21.47201925 1 4 1

596 21.71264552 1 6 2

597 23.07016157 1 5 1

598 23.66907541 1 5 1

599 21.60943519 1 7 1

600 22.20065492 1 10 1

601 23.32937335 1 4 1

602 20.50724447 1 5 1

603 22.94533939 1 6 1

604 22 41199 46 1 9 1


18/48

619 23.2319728 1 4 1

620 22.69489693 1 6 1

621 24.6447999 1 6 2

622 22.74879224 1 8 2

623 24.37950515 1 9 1

624 21.23368173 1 12 1

625 22.20198903 1 7 1

626 21.44219924 1 11 1

627 21.2836696 1 4 1

628 23.37620719 1 5 1

629 23.70343562 1 4 1

630 22.77218711 1 5 1631 21.27772468 1 9 1

632 21.39225531 1 6 1

633 24.84372634 1 6 1

634 21.20580349 1 7 1

635 24.12071022 1 8 2

636 24.08676436 1 5 1

637 23.27447916 1 4 1

638 23.65150229 1 8 2

639 22.30994735 1 1 1640 24.86232892 1 4 1

641 23.41684339 1 6 1

642 24.02164377 1 5 1

643 22.3935385 1 4 1

644 22.78169989 1 4 1

645 22.27399959 1 8 1

646 22.79499446 1 6 2

647 23.28286742 1 11 1

648 24.63028444 1 4 1

649 24.24365968 1 4 1

650 23.5792272 1 7 2

651 23.56509915 1 1 1

652 23.97864609 1 13 1

653 24.93056684 1 5 1

654 22.67342115 1 7 1

655 21.81568005 1 4 1

6 6 2 24 00464 1 4 2


19/48

671 23.100268 1 4 1

672 25.02277449 1 6 1

673 22.15701209 1 5 1

674 22.53502057 1 7 2

675 25.28913568 1 5 1

676 24.19538524 1 4 1

677 22.81576199 1 6 1

678 25.363397 1 4 1

679 24.15293807 1 5 1

680 25.09609412 1 6 1

681 23.47183792 1 4 1

682 25.20466526 1 5 1683 22.93509064 1 4 1

684 25.8267151 1 5 1

685 22.63623353 1 5 1

686 24.13915495 1 6 1

687 23.36729022 1 7 1

688 23.83671841 1 4 1

689 25.33947379 1 4 1

690 24.00110198 1 4 1

691 22.98201492 1 6 1692 24.98573064 1 6 1

693 24.94411497 1 9 1

694 25.94114857 1 5 1

695 25.42502416 1 4 1

696 25.60603467 1 7 1

697 25.95724464 1 5 1

698 22.98884326 1 4 1

699 23.76785867 1 5 1

700 23.56506967 1 4 1

701 23.8429817 1 6 1

702 25.61514088 1 5 1

703 24.82034051 1 6 1

704 26.32793115 1 6 2

705 25.83497635 1 4 1

706 24.2949026 1 5 1

707 26.44307303 1 5 1

08 24 0198 091 1 1


20/48

723 24.12592295 1 8 2

724 27.18891993 1 7 1

725 26.80876225 1 10 1

726 26.26425479 1 7 1

727 25.16130514 1 3 2

728 24.8854992 1 4 1

729 26.81371011 1 6 1

730 24.33063877 1 13 1

731 25.4969657 1 5 1

732 27.62595016 1 11 1

733 25.3573437 1 4 1

734 25.13389166 1 8 2735 25.0989772 1 7 1

736 25.90661883 1 6 1

737 25.07956374 1 6 1

738 27.43012513 1 8 1

739 25.48419347 1 7 1

740 25.38400752 1 4 1

741 24.70230224 1 7 1

742 26.04185714 1 3 2

743 28.03274972 1 7 1744 24.93727487 1 1 1

745 25.84202254 1 6 1

746 24.42051199 1 6 1

747 25.30056242 1 5 1

748 27.73073582 1 4 1

749 24.82221929 1 6 2

750 28.20892029 1 5 1

751 25.3318294 1 3 2

752 25.27636163 1 4 1753 25.48591846 1 4 1

754 27.80381895 1 12 1

755 24.97152977 1 4 1

756 26.49627989 1 3 2

757 25.00817733 1 6 1

758 25.91835123 1 5 1

759 28.17792399 1 4 1

60 2 8 2 4 1 2


21/48

775 26.30049435 1 9 1

776 26.57066559 1 4 1

777 26.24206462 1 9 1

778 26.26897246 1 6 1

779 27.55411063 1 4 2

780 26.0447716 1 4 1

781 26.5606386 1 7 2

782 27.07106829 1 4 1

783 29.00289112 1 5 1

784 26.38244007 1 8 1

785 29.51005022 1 5 1

786 27.49417736 1 5 1

787 29.14806551 1 4 1

788 26.03704913 1 8 1

789 28.17160733 1 6 1

790 29.03269347 1 4 1

791 28.10414482 1 8 1

792 27.43463325 1 5 1

793 26.2711491 1 6 2

794 26.55991673 1 5 2

795 26.91142136 1 4 2796 28.0363832 1 3 2

797 29.99154602 1 5 1

798 29.8905536 1 5 1

799 27.8484688 1 3 2

800 28.40114611 1 4 2

801 28.7851999 1 4 1

802 26.34321684 1 9 1

803 27.7446421 1 4 1

804 29.2479254 1 6 1805 29.18654389 1 8 2

806 28.30292555 1 4 1

807 28.29257758 1 5 1

808 29.51838082 1 4 1

809 29.62454244 1 11 1

810 29.78360515 1 5 1

811 27.36069285 1 5 1

812 29 4393284 1 1 2


22/48

827 29.85565082 1 5 1

828 30.64483436 1 6 1

829 30.37030275 1 3 1

830 27.38739902 1 7 1

831 29.57827588 1 14 1

832 29.57595578 1 4 1

833 30.50523671 1 3 1

834 30.38009205 1 4 1

835 30.22299435 1 3 1

836 30.00674879 1 5 1

837 30.97645362 1 7 1

838 29.85061106 1 6 1

839 31.63869316 1 5 1

840 30.91012375 1 4 2

841 30.61916858 1 9 1

842 29.09413209 1 8 1

843 28.35004055 1 5 2

844 29.04414738 1 3 2

845 30.47562798 1 4 2

846 31.09723751 1 5 1

847 29.8699861 1 7 1848 31.0145427 1 7 1

849 30.60760959 1 6 2

850 29.10041603 1 4 1

851 30.01226073 1 5 2

852 30.3371891 1 4 1

853 31.90892248 1 5 1

854 30.16056268 1 7 2

855 29.20387667 1 4 2

856 29.50062228 1 3 2857 30.91790706 1 7 1

858 31.71347882 1 7 1

859 29.7976275 1 3 2

860 31.02853425 1 3 1

861 31.62993506 1 4 2

862 31.13637216 1 3 1

863 32.38458813 1 4 1

864 29 422 34 1 1


23/48

879 30.32587354 1 8 1

880 32.8004408 1 2 2

881 32.94093088 1 5 1

882 31.27620976 1 3 2883 29.95985352 1 8 1

884 33.35651305 1 4 1

885 29.74278077 1 4 1

886 32.43408274 1 3 2

887 33.63740079 1 6 1

888 30.17728571 1 2 2

889 31.26215367 1 5 1

890 32.71176421 1 2 2

891 30.36755962 1 7 2

892 32.31770152 1 4 1

893 30.40067201 1 4 1

894 33.26771256 1 3 1

895 33.89765559 1 4 2

896 33.43035953 1 10 1

897 30.82948955 1 9 1

898 30.26429251 1 6 1

899 32.02579566 1 3 2900 32.82801513 1 4 2

901 32.80179141 1 4 2

902 30.43027514 1 3 1

903 32.9133681 1 6 2

904 33.54608008 1 3 1

905 31.96529403 1 3 1

906 31.62333786 1 3 2

907 32.39754254 1 10 1

908 33.40512244 1 4 1909 31.1747452 1 4 2

910 32.39256442 1 4 1

911 34.30376993 1 4 1

912 33.07336665 1 3 1

913 33.30442407 1 8 1

914 34.54094491 1 8 2

915 31.75828258 1 4 1

916 33 1291934 1 1


24/48

931 34.61117891 1 2 2

932 33.15141418 1 7 1

933 34.09819748 1 3 1

934 33.7232537 1 2 2935 34.10294948 1 5 1

936 33.05133757 1 4 1

937 33.57785954 1 4 2

938 35.10310503 1 6 1

939 34.71680737 1 3 1

940 32.4224114 1 7 1

941 34.89458087 1 6 1

942 34.8424186 1 5 1

943 35.4344543 1 4 1

944 32.96411086 1 7 1

945 34.32889137 1 3 2

946 33.02543527 1 6 1

947 35.03837335 1 2 2

948 32.78606748 1 2 2

949 36.49335227 1 5 1

950 33.05280225 1 8 1

951 34.42432895 1 6 1952 36.47056914 1 2 2

953 33.14505618 1 3 2

954 34.20407309 1 6 1

955 35.91386685 1 10 1

956 34.13506007 1 9 1

957 34.99812705 1 9 1

958 33.20020771 1 5 1

959 35.56681419 1 5 1

960 33.49464087 1 6 1961 36.53622016 1 4 1

962 34.76607236 1 3 1

963 36.49377943 1 4 1

964 36.92456847 1 8 2

965 33.82502218 1 5 1

966 35.19293967 1 4 1

967 35.16865241 1 5 1

968 3 22 616 1 4 1


25/48

983 38.03986557 1 7 1

984 36.34934599 1 4 1

985 35.94589328 1 5 1

986 34.96030217 1 9 1987 36.15247201 1 10 1

988 36.92550588 1 3 1

989 38.08712418 1 9 1

990 35.26366609 1 6 1

991 34.98523359 1 3 1

992 35.93318905 1 4 1

993 34.98574846 1 4 1

994 37.57631889 1 8 2

995 37.30500963 1 10 1

996 35.27890328 1 5 1

997 36.61370363 1 4 2

998 38.97078403 1 8 1

999 37.74194082 1 9 1

1000 38.09181272 1 4 1

21.75628945


26/48

1=min affordable price

2=max quality among affordable products Quality = easiness times appreciation of easines plus perform

3=best value for money among affordable products

Decision rule Min. required

easiness

Min. required

performance

Appreciation of

easeness

Appreciation of

performance

2 1 0 7.551151 8.37626

2 6 5 3.225183 5.984843

1 1 6 5.484519 6.014998

1 1 4 7.898061 8.202415

1 4 2 8.388582 4.279739

2 2 2 8.61697 5.52701

2 5 2 3.379573 2.720218

2 0 0 5.004278 8.771214

2 1 3 5.49554 5.05823

2 5 2 7.369059 5.87499

2 1 5 5.842341 3.249638

2 6 6 5.730043 2.336836

2 5 0 5.516984 5.214357

2 2 4 3.944036 6.328527

2 2 1 6.90206 8.453052 6 2 3.658549 3.337208

2 2 0 3.675021 5.519299

1 0 2 6.557415 8.928576

1 1 6 5.626051 4.065989

2 5 6 7.118103 2.974905

2 3 0 3.128281 3.934665

2 3 2 5.849516 5.441675

2 0 5 8.854097 8.506606

2 4 5 4.729004 2.5765262 1 4 8.081294 2.284368

2 0 2 4.30734 8.094327

2 1 6 7.682817 3.422546

2 5 2 2.700422 6.70207

2 1 6 4.64386 7.676503

2 0 6 5.43644 5.05737

2 6 0 4.70004 5.98782

2 2 8 264 4 004306


27/48

2 1 2 7.72794 2.270332

1 2 0 3.413056 8.407671

2 0 2 5.593476 3.60573

2 3 2 4.300554 6.1425172 0 1 8.603756 7.396545

2 4 0 8.322897 8.288258

2 1 1 8.095778 3.592721

2 3 1 5.769261 2.469551

1 6 2 8.135483 7.394872

2 5 6 3.983206 7.835405

2 5 2 6.011406 2.273326

2 0 2 3.905155 8.931743

1 1 6 4.911926 3.436391

2 2 2 3.00159 6.413799

2 3 6 5.629851 2.216578

2 4 0 5.549726 3.692119

2 3 1 2.888103 8.593554

2 3 3 8.996395 2.355897

2 5 6 6.630249 4.82256

1 1 4 6.859899 3.967414

1 3 6 5.369617 2.887052 2 6 8.393586 3.571307

2 4 3 7.440763 8.244289

2 2 1 6.979896 4.01245

1 1 3 3.747031 2.082687

2 3 1 5.973619 4.906159

2 5 3 5.347953 7.059584

2 2 4 2.463126 5.854509

2 2 3 2.980247 2.238266

1 6 6 6.168318 2.2524821 5 0 5.356153 7.692945

2 4 0 4.444047 2.777712

1 3 4 6.832873 3.000455

2 2 6 3.107749 8.407578

1 5 6 2.796844 3.587425

2 5 4 8.560051 6.557386

2 3 6 4.856608 4.651663

1 1 3 41 09 68339


28/48

2 2 3 8.404572 8.670854

1 0 2 8.811393 3.370622

2 0 0 3.271175 2.938601

2 4 5 7.336286 5.8553892 0 5 4.548558 6.035528

2 6 2 5.958412 7.098266

2 1 1 3.369497 2.399251

2 0 1 6.968289 5.094879

2 0 5 7.348638 4.459265

2 1 6 6.748905 7.250954

1 4 6 4.06834 4.679431

2 0 1 3.216636 4.559555

1 6 5 4.435608 2.98717

2 5 2 5.586377 8.805677

2 2 5 4.253873 6.558134

2 3 2 2.929655 3.391933

2 6 1 5.103356 5.675091

2 0 1 3.744447 3.129074

2 0 5 6.37379 8.129781

2 4 6 8.505479 7.085117

2 6 1 8.043224 6.3864912 1 4 2.913729 8.336805

2 3 5 2.546681 5.476097

2 4 1 5.313919 2.21717

2 1 4 5.828396 3.339326

2 0 0 7.498702 6.402931

2 0 6 4.421412 6.087988

2 1 1 6.868341 2.935493

2 5 0 5.148262 8.402922

2 1 0 7.664589 8.0192842 2 5 4.786495 4.037416

1 6 4 3.747544 8.191195

2 4 5 6.7928 2.144843

2 3 6 6.134229 7.204848

2 1 6 3.929468 5.899269

2 1 1 5.267627 2.723475

2 0 6 8.38695 2.627773

2 2 4 4 349 2 66 128


29/48

2 3 4 2.107081 5.177344

2 5 2 8.27755 7.516827

2 4 1 5.089343 3.877409

2 0 4 2.312368 2.1026812 4 3 2.953257 8.915916

2 3 5 3.382146 3.617834

2 4 5 6.164483 3.606823

2 0 0 3.261169 3.981618

2 6 0 2.657858 4.294056

2 0 6 3.901152 5.268581

2 5 5 6.690424 8.292426

2 6 6 7.645591 3.565415

2 6 5 4.253049 7.152768

2 1 6 6.705844 3.042737

2 3 2 7.884392 7.720045

2 5 5 8.86767 5.335457

2 6 4 8.480958 5.203173

2 0 4 5.146991 5.075496

2 0 3 5.447008 8.225312

2 4 1 3.863625 3.17059

2 5 1 4.278047 7.5733822 3 3 5.35173 2.172947

2 1 4 5.421669 6.115539

2 0 0 3.275729 5.831493

2 1 0 3.009488 5.105376

2 6 1 2.27044 4.671458

2 6 4 6.803918 4.841593

2 3 1 8.374186 8.195061

2 2 0 4.453541 2.401878

2 2 1 6.473616 4.0470392 4 5 6.900825 5.91977

2 1 5 3.729001 6.238769

2 5 0 6.535927 2.623227

2 0 0 2.698744 6.274729

2 5 0 8.440354 8.603672

2 1 2 7.631862 6.775058

2 4 5 2.814201 8.034254

2 6 1 8 14 182 3 93 961


30/48

2 0 4 4.276565 7.154

2 5 0 2.061468 3.033968

2 1 4 5.00031 5.75266

2 2 2 6.749734 5.7590892 5 4 4.418131 5.924367

2 6 4 2.163375 4.076638

2 5 3 4.834434 2.341843

2 5 1 7.636612 2.601141

2 1 0 3.994479 3.792738

2 1 4 4.562931 6.456827

2 1 0 7.679601 5.893989

2 0 0 8.257876 5.189252

2 4 0 7.548513 5.067889

2 2 1 3.021061 3.079262

2 0 0 7.568465 6.748636

2 2 2 4.866151 2.45305

2 4 3 2.12998 3.538089

2 2 2 7.137559 2.332063

2 4 1 6.688954 5.779503

2 3 1 6.982616 6.516496

2 3 5 5.529832 5.7679752 6 3 4.397959 8.946128

2 5 5 4.993643 3.566363

2 4 5 7.318881 2.932263

2 6 6 4.264612 7.145425

2 1 4 7.970412 6.604501

2 0 3 5.559132 5.316919

2 3 4 2.448858 7.666111

2 2 3 5.310819 4.678434

2 3 5 8.252563 5.3017492 6 1 7.695417 6.538678

2 3 0 8.23064 6.831261

2 3 1 5.589292 4.541991

2 6 5 3.168423 6.453339

2 6 3 8.80527 8.460826

2 1 3 6.978377 3.172768

2 3 3 5.199578 3.37495

2 1 2 21 24 4 011


31/48

2 2 5 4.329711 3.03826

2 0 1 7.345703 5.31188

2 3 3 5.330433 3.77279

2 0 6 5.281625 7.3623912 2 2 7.253425 7.817657

2 6 3 7.350865 4.265876

2 1 0 3.216448 3.280518

2 4 2 8.617504 7.822283

2 4 6 2.484172 7.265797

2 4 0 2.633596 5.055135

2 4 0 4.180583 8.237475

2 6 6 2.825404 2.552832

2 2 5 4.934978 2.581105

2 2 5 8.016344 7.399809

2 6 3 8.305299 4.833787

2 2 5 5.055409 8.791281

2 2 4 5.572577 3.800874

2 4 2 5.269801 5.175328

2 6 5 4.250201 6.528133

2 2 6 8.210537 4.516084

2 6 3 7.401793 5.8481392 2 5 4.909775 4.021765

2 3 3 2.61142 2.969623

2 5 1 8.618606 6.431283

2 1 2 7.199907 8.328551

2 1 6 4.744065 5.70322

2 2 5 8.030986 8.669668

2 2 4 7.454114 2.700879

2 4 5 7.00104 2.077255

2 2 5 6.169339 8.2171922 6 0 7.056199 8.423862

2 3 5 6.910118 6.433209

2 4 4 6.330518 6.455761

2 5 0 4.218008 7.653949

2 2 0 6.74901 2.483855

2 0 3 8.120101 5.915322

2 4 0 3.18926 3.398824

2 3 3 098 8 80 913


32/48

2 4 3 4.70567 5.20018

2 0 2 5.854803 3.114414

2 1 5 7.701964 2.258538

2 1 3 6.637959 2.1603312 3 0 6.276215 7.832051

2 1 4 4.832251 8.460146

2 5 1 6.302895 7.633235

2 6 4 7.995288 7.708217

2 0 5 5.99382 3.800085

2 1 1 4.898242 5.645717

2 1 6 5.102736 4.782298

2 3 5 7.310514 4.20663

2 0 0 4.751003 8.364229

2 6 2 4.858624 7.441087

2 3 0 4.218124 7.793309

2 6 3 6.42806 5.809805

2 1 3 2.790866 3.732677

2 4 2 7.326859 8.193362

2 1 1 2.514723 6.506786

2 4 6 3.179649 3.710066

2 5 1 2.441474 7.8587342 4 2 5.270906 3.186173

2 5 2 4.71659 8.188048

2 6 0 6.806189 3.872195

2 1 1 5.600226 4.987702

2 4 3 5.310087 2.749049

2 1 1 2.265561 3.949094

2 2 0 6.12964 3.517809

2 2 4 5.968234 3.953748

2 2 1 3.76197 6.1167912 6 3 4.930617 6.920479

2 0 1 2.474892 4.359739

2 0 0 4.034693 7.226782

2 5 2 6.439236 5.038851

2 1 5 4.167264 8.173186

2 5 6 2.341639 6.586401

2 2 6 2.811262 2.70933

2 4 0 8 196 6 3 138 02


33/48

2 2 1 5.662923 4.551809

2 5 4 5.214683 5.501327

2 1 4 5.704931 8.627324

2 1 6 4.379712 2.9074862 4 2 7.357289 8.042685

2 0 2 3.443409 8.089318

2 2 4 7.663295 8.87894

2 0 4 4.314338 7.063324

2 6 0 6.428391 2.368198

2 5 4 4.887082 3.575438

2 5 4 6.291944 3.178297

2 1 4 6.100355 8.426708

2 5 3 2.107613 7.771694

2 0 5 6.006823 4.763824

2 5 6 4.476069 4.307317

2 2 5 3.823395 2.428241

2 5 4 4.0238 6.304139

2 6 3 3.680743 2.207639

2 5 4 8.771764 7.035224

2 4 0 2.540771 7.583488

2 3 0 8.687634 5.3709882 0 3 4.500823 6.318443

2 4 2 3.265391 3.540427

2 3 4 7.453348 6.977347

2 6 2 5.726005 5.029066

2 4 0 7.819786 7.225568

2 3 4 2.182964 7.582383

2 3 2 7.827424 3.498431

2 0 3 6.866394 2.033439

2 4 1 4.547971 6.3854972 5 4 6.249521 3.423485

2 3 6 4.666599 6.823435

2 1 3 6.671237 2.634289

2 1 1 5.700208 7.941236

2 3 0 2.798496 8.500926

2 1 5 5.133654 8.151518

2 5 2 8.022311 2.123791

2 2 4 2 692698 4 831686


34/48

2 0 4 5.826166 3.906562

3 1 2 4.062001 6.500143

2 6 5 7.319008 8.127621

2 3 1 2.383286 5.4121452 5 3 8.718023 5.472935

2 2 2 8.827833 4.160411

2 3 6 6.61619 4.249503

2 5 6 6.10633 8.730073

2 6 4 4.777814 5.687848

2 3 1 7.48482 2.127683

2 0 2 2.452492 7.50012

2 6 5 8.991251 7.26159

2 2 4 5.685166 8.449923

3 6 4 2.571231 8.97465

2 1 5 4.966035 8.902604

2 3 2 6.661767 5.82304

2 3 1 4.314042 4.07477

2 1 1 2.401703 8.944905

2 4 4 6.637718 3.451766

3 1 6 8.44765 3.112606

2 4 3 8.967114 6.5918723 4 2 4.114114 5.812312

3 3 0 6.900582 7.285975

2 5 1 7.306604 4.944679

2 4 2 2.360142 8.791451

2 6 2 6.466459 5.490383

2 1 5 3.499198 6.609025

2 4 1 7.496136 4.234237

2 0 1 7.356346 2.021344

2 0 5 3.383727 7.3916572 3 0 6.59903 6.362018

2 2 6 4.995433 4.731219

2 3 6 7.450783 4.733884

2 0 1 7.254771 4.537067

3 0 1 5.645819 3.645236

2 1 2 4.677237 4.504901

2 6 6 2.004719 8.78277

3 2 2 3 9 9191 6 41 323


35/48

2 1 6 4.48318 4.088597

3 2 4 7.903533 7.528039

2 2 0 3.085395 3.323334

3 0 5 7.07489 4.8331812 2 0 4.977252 7.953794

2 5 2 6.046009 3.429468

3 6 1 6.151021 7.964103

2 2 1 4.874621 3.635892

2 4 3 2.913855 6.831241

3 2 5 6.290028 3.444237

3 4 0 7.818938 5.231592

3 2 0 4.923082 6.329133

2 0 5 3.280233 3.696704

2 5 6 6.422883 2.397966

3 2 0 3.714573 8.687019

2 5 4 8.428951 7.974366

2 1 0 6.804842 7.302322

2 4 3 3.117609 5.459053

2 3 0 8.228003 3.597659

2 5 0 6.791339 5.061764

2 0 2 3.94172 8.223474

2 6 1 4.729857 3.74804

2 0 6 3.873325 7.858713

2 2 6 2.271657 3.494587

3 6 6 5.604871 5.655653

2 4 3 3.844772 7.696998

2 1 2 4.398038 8.665189

2 1 5 2.415501 7.323555

2 4 2 5.652631 7.961348

3 4 5 7.573864 5.158893 6 3 7.642414 5.933773

2 3 5 2.224517 2.231224

2 1 0 8.122048 6.966914

3 3 6 6.601888 5.266959

2 4 0 6.14887 8.474707

2 3 6 3.078283 3.766361

2 3 2 7.213257 3.009449

2 0 0 8 983 13 04409


36/48

3 6 3 5.631706 5.79219

2 3 0 4.725545 6.563712

3 5 4 6.028688 6.328171

3 0 5 7.414913 6.7269312 0 4 6.948146 2.733249

2 4 0 6.934789 2.32343

3 2 6 5.600002 3.213595

2 3 1 5.828623 4.590048

3 2 0 4.136989 8.584446

2 2 5 4.72452 8.197158

3 4 3 8.577989 5.000093

2 0 5 8.463658 4.363409

3 4 4 6.102469 7.570573

3 2 5 3.052928 4.497822

3 1 1 4.059756 2.833843

2 4 3 6.910534 8.962969

3 0 0 5.78691 3.802164

3 0 2 7.623322 4.302999

3 3 6 3.078934 6.051455

3 1 2 3.184569 4.030267

2 0 0 3.905092 6.072371

3 0 1 4.431 2.814289

3 6 1 3.715052 6.851842

3 6 3 4.147764 2.666806

2 6 0 6.428637 7.403839

2 2 3 4.060132 5.466688

2 6 5 6.952912 2.718098

2 5 2 3.680672 7.918424

3 2 5 2.820371 8.345577

2 6 5 3.730627 8.7879673 0 3 6.291964 6.58937

3 2 0 8.604278 5.009667

3 6 2 2.018713 7.019841

3 2 3 7.095012 4.008046

3 1 6 7.105682 2.782736

3 4 0 3.351869 4.328171

3 3 4 7.172036 4.919001

2 3 3 8 30 3 418368


37/48

3 4 4 2.776322 6.191106

3 5 3 5.353171 3.069261

3 6 2 2.328759 4.79002

2 2 2 5.632297 4.8440663 5 0 7.185089 3.835653

3 3 2 8.216769 7.61201

3 2 2 2.059996 7.894892

2 6 2 4.368177 4.830516

3 5 4 8.473278 2.55678

3 1 5 3.892727 3.010652

3 6 6 8.040375 6.060933

3 5 3 3.043096 2.511573

3 2 6 3.821491 7.7501783 1 4 4.182008 5.049792

3 5 6 5.573057 8.816158

3 0 1 5.176277 7.017058

3 6 5 6.495292 4.556656

3 1 4 4.240068 2.450562

3 6 3 6.819602 8.113387

3 5 1 4.696127 7.249254

3 6 2 8.329581 7.409012

3 0 3 5.873732 5.97999

3 6 5 3.659345 7.752119

3 5 0 3.112107 4.367281

3 2 2 6.962969 6.328916

3 1 0 7.588065 8.310379

3 6 6 6.298766 5.550407

3 2 5 7.436607 4.021467

3 0 0 6.822154 5.973776

3 3 6 3.383251 8.6286793 3 3 6.630872 5.266738

3 4 1 8.856822 3.337728

3 1 5 7.856291 3.433619

3 2 4 4.301465 3.995865

3 2 3 6.344565 2.271898

3 4 5 5.156625 7.65194

3 0 1 3.021376 2.777965

3 2 1 23 48 3 4 6308


38/48

3 1 2 7.475316 4.29798

3 3 0 8.559788 4.662056

3 4 6 8.742625 6.625324

3 4 6 7.708915 2.6764683 1 6 3.280549 3.1711

3 3 4 7.359662 2.829573

3 0 2 7.564389 2.095335

3 5 1 6.31793 8.320858

3 0 3 2.721245 6.040173

3 0 1 6.191072 5.63295

3 3 1 3.562724 4.531728

3 0 0 4.938187 8.38074

3 2 0 5.36375 4.1436623 6 1 4.119631 4.062849

3 1 5 3.731221 7.391227

3 1 4 7.314498 4.30918

3 5 6 4.656246 7.074525

3 3 0 2.924819 8.96833

3 5 0 6.593745 8.53974

3 3 6 3.33523 4.128577

3 0 2 8.163124 3.077086

3 6 3 4.146858 3.916227

3 2 1 5.813808 6.424226

3 0 1 8.954179 7.665041

3 5 1 3.549362 5.093909

3 5 0 7.883588 4.800521

3 2 1 2.553949 4.994576

3 0 6 2.862445 7.532771

3 0 1 3.314899 7.562679

3 1 4 6.337339 2.2017183 1 3 5.585102 6.375483

3 3 6 4.910311 5.868422

3 1 1 7.27901 7.96307

3 0 2 7.111811 3.496222

3 6 1 5.145975 5.288324

3 5 2 2.279111 4.815489

3 4 2 8.814681 2.113626

3 1 2 2 894 6 1 1


39/48

3 4 3 2.637563 8.073689

3 3 1 2.92639 7.536617

3 6 4 5.776331 2.503455

3 4 6 8.613944 8.7541063 2 1 8.911954 7.394803

3 0 3 6.185672 7.447003

3 3 2 5.004967 4.32707

3 3 0 7.911706 5.797097

3 2 4 8.24875 2.618547

3 1 4 6.667346 6.85818

3 5 1 7.219438 8.376771

3 6 2 3.006783 6.834866

3 1 3 4.459413 7.2480343 4 1 7.87355 4.451237

3 3 0 5.338142 8.334868

3 6 5 8.916446 7.503094

3 1 3 2.784116 2.500243

3 0 1 2.129663 4.437541

3 6 0 6.231622 5.027231

3 6 1 3.285898 3.553673

3 1 2 3.876118 4.352898

3 3 1 4.381178 6.168102

3 4 5 8.081946 4.345155

3 1 0 3.060147 5.83908

3 0 3 6.53614 6.341336

3 2 4 3.740584 2.49296

3 2 1 7.492081 2.91724

3 6 0 2.905879 8.046756

3 1 1 5.196739 8.105391

3 4 3 7.784236 7.8705483 6 2 8.345266 3.531268

3 4 3 6.383337 5.183475

3 4 1 3.156681 3.686259

3 4 6 4.599232 4.227075

3 0 4 4.414391 4.306073

3 0 3 2.868192 6.809721

3 4 4 6.565319 6.573382

3 3 3 8028 6 898


40/48

3 0 6 2.569399 8.286726

3 3 5 5.450962 6.636484

3 5 2 5.606816 7.081092

3 4 5 7.288241 5.6919073 0 6 3.638571 6.516467

3 5 3 2.23087 4.793587

3 3 0 3.803786 2.511423

3 6 2 5.526887 8.564591

3 2 1 4.539862 3.527194

3 6 6 7.130082 5.198244

3 4 2 5.224568 5.141411

3 5 6 5.172161 2.541612

3 1 0 2.939226 3.2585453 1 0 5.009134 6.456352

3 6 0 3.696737 5.92583

3 5 2 3.310672 2.050641

3 4 4 7.228204 5.473397

3 4 3 6.411178 7.125955

3 0 3 3.171894 7.447382

3 2 4 7.891332 2.932438

3 1 4 4.258298 4.554747

3 6 2 6.108856 4.076621

3 4 3 3.835035 2.588574

3 3 0 4.147236 6.175224

3 3 0 5.825345 4.05258

3 5 1 6.40118 6.598816

3 2 6 3.963931 3.953594

3 3 0 6.767531 8.399055

3 0 1 5.903893 4.980754

3 5 4 7.160405 3.2632813 1 4 3.538503 5.040182

3 0 3 8.819296 8.090199

3 3 2 2.631577 2.863865

3 0 2 4.628901 7.530403

3 5 1 2.600192 6.161511

3 6 2 2.419411 6.585506

3 0 1 8.043491 7.534127

3 4 6 966029 109 94


41/48

3 1 2 2.771495 3.122577

3 6 0 3.907857 7.5761

3 1 6 2.753795 3.98659

3 3 0 2.378718 4.9866393 2 5 3.448375 7.259663

3 6 1 2.854571 4.72888

3 5 6 6.335054 5.713274

3 3 4 7.168782 7.044912

3 6 1 8.491736 5.762147

3 5 4 4.00793 8.304691

3 1 1 3.103686 8.436428

3 6 1 2.657406 8.269228

3 4 3 7.781401 4.9280643 5 5 8.258743 3.818609

3 3 2 4.530824 6.180163

3 6 0 3.547408 5.238626

3 3 5 5.969652 8.738067

3 1 2 3.789811 7.909733

3 4 6 2.133494 3.830892

3 0 6 8.388288 7.992108

3 1 5 5.965609 5.402297

3 0 3 3.3728 5.450559

3 4 5 4.334 4.559208

3 4 5 2.7481 2.513013

3 2 4 8.1696 4.657269

3 0 6 6.415121 7.40636

3 2 3 5.069292 5.991759

3 4 5 6.135329 5.963387

3 3 1 4.45754 6.812734

3 3 0 4.756801 5.4445543 5 6 3.150345 5.133123

3 1 0 8.670763 4.668366

3 5 5 8.915307 8.548563

3 1 0 4.217357 5.294086

3 5 3 2.37153 5.037682

3 4 0 7.509369 5.850544

3 1 2 6.323113 3.461619

3 2 6 8926 8 4 94


42/48

3 3 3 8.485733 3.543096

3 2 4 5.957171 5.312679

3 0 1 3.501631 4.554362

3 1 5 3.722715 5.5637773 4 4 7.054927 5.171206

3 2 4 6.098705 3.064592

3 1 3 4.097 6.625432

3 3 4 3.705007 8.072715

3 6 0 8.46149 7.939555

3 4 4 5.959031 8.140597

3 3 3 2.615766 8.172405

3 5 5 5.969779 6.933424

3 5 3 8.908484 6.1764533 0 5 2.881105 2.699326

3 3 6 4.65699 6.8356

3 1 0 3.132941 8.985689

3 3 6 4.168311 2.502198

3 0 4 7.859251 4.945307

3 1 6 2.537503 5.102018

3 6 5 2.39145 5.326128

3 3 4 2.81708 3.125959

3 5 2 7.586036 7.988343

3 4 6 6.90129 6.477211

3 4 4 2.445198 5.54257

3 3 6 6.218989 7.892645

3 1 1 5.249142 4.452883

3 5 0 3.078854 6.407165

3 4 6 7.168879 3.698431

3 3 5 4.260695 2.079783

3 2 2 7.078244 5.8374023 6 5 7.1966 5.950166

3 2 3 6.033868 2.067086

3 1 6 7.835691 5.944393

3 4 1 3.641885 7.623773

3 0 6 5.036206 6.198685

3 2 1 5.280094 8.61625

3 2 3 6.078683 7.019859

3 6 0 8 8943 136642


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3 4 2 8.992082 5.395877

3 1 6 6.004117 6.568083

3 6 5 8.07121 3.309248

3 2 6 3.58238 3.0743833 4 3 6.944252 7.480526

3 1 2 4.297197 5.73645

3 2 2 3.633754 8.803014

3 0 4 4.849854 3.942615

3 4 4 5.063076 6.905061

3 1 0 4.230395 6.902433

3 0 1 8.425054 6.544105

3 0 4 5.635101 6.394248

3 5 6 7.734234 8.4499383 3 0 2.77069 7.352592

3 2 2 7.406474 7.085928

3 0 1 8.513987 8.389182

3 3 5 5.459617 2.54698

3 6 4 3.645805 5.09126

3 0 2 8.679028 7.562943

3 3 1 7.127809 6.691027

3 0 4 3.841705 4.326255

3 0 5 2.14108 2.44992

3 0 6 6.842752 3.612541

3 6 2 6.855167 4.851481

3 3 6 5.317935 3.412945

3 4 0 6.646345 4.446576

3 1 1 4.106082 3.046916

3 2 4 5.233843 8.9447

3 4 4 6.645083 6.474225

3 3 2 5.952799 4.8951333 2 5 5.145227 6.274942

3 3 1 2.132672 4.05168

3 3 1 5.133635 4.516137

3 0 3 8.299884 2.264767

3 0 3 6.713542 2.474049

3 5 6 4.67342 2.494623

3 6 3 6.632163 4.930468

3 6 4 1 21 3 28930


44/48

3 1 4 2.655469 5.273633

3 4 2 2.808398 5.000699

3 0 2 8.541817 5.200895

3 0 6 5.629037 7.9419793 0 5 2.171708 8.709047

3 6 4 3.435337 5.726085

3 2 6 5.207216 6.647812

3 4 5 6.898674 6.206066

3 6 0 4.714158 3.093173

3 3 3 7.767273 2.691945

3 6 5 8.522941 6.764846

3 3 2 4.682117 5.002956

3 6 0 5.460492 6.8304893 3 3 3.317086 7.547144

3 0 6 4.797036 5.065363

3 6 3 3.312067 4.022041

3 1 1 2.001469 3.08622

3 0 5 7.217772 6.080196

3 1 4 6.64907 6.12816

3 0 1 4.421032 4.053298

3 4 5 4.07531 8.583203

3 0 3 3.769316 5.578638

3 2 4 4.119507 5.269336

3 6 5 8.3632 2.721668

3 5 6 3.052071 4.148771

3 5 6 2.735576 6.938404

3 3 0 8.529089 3.964175

3 5 2 3.386312 5.971423

3 4 0 6.168018 7.011621

3 4 0 8.391148 6.5232023 1 4 7.088203 6.01901

3 2 1 5.55354 6.300551

3 2 1 2.510005 4.848697

3 5 6 4.318246 6.77389

3 3 4 3.256262 8.493107

3 0 3 2.415359 4.745123

3 6 4 7.749846 3.582054

3 0 0 2 9 3 6 849


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3 2 3 2.722662 4.123569

3 2 1 4.843586 7.127312

3 4 2 2.523009 5.588129

3 6 2 6.677568 2.1594253 3 1 5.908865 3.02956

3 3 0 2.259156 3.732896

3 2 0 4.218937 2.142678

3 3 0 4.212246 4.218232

3 1 3 7.932985 7.636642

3 4 1 3.072535 4.938026

3 0 4 5.399847 3.550876

3 5 6 3.87688 7.898892

3 4 5 7.124063 5.8951963 3 4 6.014373 2.738244

3 0 6 3.454838 4.082926

3 3 5 5.307882 5.979664

3 6 1 8.2711 8.375715

3 4 0 8.044815 8.440619


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nce times appreciation of performance


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Consumers Micro Data

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