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Frecventa de aparitie

fi >

Viteza (km/h)

Frec

vent

a cu

mul

ata

V85

V98

V15

V50

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

1

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Viteza

Viteza(km/h)

Frec

vent

a (%

)

"Pace" (54,21-94,21)

Vmed

0 20 40 60 80 100 120 140 1600

0.005

0.01

0.015

0.02

0.025

P(X=x)

viteza Timp Timp in se Interval intre veh Date de intrare6 2:26:56 8816 6 28 2:27:02 8822 285 2

11 2:31:47 9107 43 313 2:32:30 9150 1 3 Interval mediu intre veh=21 2:32:31 9151 2 5 vi= valoare de mijloc a clasei30 2:32:33 9153 23 634 2:32:56 9176 4 734 2:33:00 9180 57 7 crt Clase vi Ni37 2:33:57 9237 40 8 1 0-5 3 037 2:34:37 9277 4 8 2 6-10 8 237 2:34:41 9281 7 8 3 11-15 13 238 2:34:48 9288 2 8 4 16-20 18 042 2:34:50 9290 70 9 5 21-25 23 143 2:36:00 9360 2 9 6 26-30 28 145 2:36:02 9362 19 9 7 31-35 33 245 2:36:21 9381 47 9 8 36-40 38 445 2:37:08 9428 11 9 9 41-45 43 645 2:37:19 9439 1 9 10 46-50 48 3746 2:37:20 9440 102 10 11 51-55 53 6246 2:39:02 9542 2 10 12 56-60 58 7046 2:39:04 9544 103 10 13 61-65 63 7746 2:40:47 9647 2 10 14 66-70 68 9146 2:40:49 9649 340 10 15 71-75 73 8446 2:46:29 9989 12 10 16 76-80 78 12646 2:46:41 10001 10 10 17 81-85 83 8747 2:46:51 10011 46 10 18 86-90 88 7947 2:47:37 10057 3 10 19 91-95 93 5247 2:47:40 10060 2 10 20 96-100 98 2947 2:47:42 10062 4 10 21 101-105 103 2347 2:47:46 10066 4 10 22 106-110 108 1447 2:47:50 10070 1 10 23 111-115 113 448 2:47:51 10071 2 10 24 116-120 118 648 2:47:53 10073 1 10 25 121-125 123 148 2:47:54 10074 1 10 26 126-130 128 148 2:47:55 10075 34 10 27 131-135 133 049 2:48:29 10109 11 10 28 136-140 138 149 2:48:40 10120 105 10 78449 2:50:25 10225 159 1049 2:53:04 10384 16 10 HI249 2:53:20 10400 8 10 Rezultate:50 2:53:28 10408 21 10 Pentru distributia de viteze se pot calcula indicatori statistici urmatori:50 2:53:49 10429 5 10 1 Indicatori tendintei centrale50 2:53:54 10434 16 10 50 2:54:10 10450 4 10 Viteza medie=50 2:54:14 10454 395 10 Viteza mediana=

50 3:00:49 10849 15 10 Viteza modala=50 3:01:04 10864 5 1050 3:01:09 10869 7 10 Viteza vehiculelor lente, V15=50 3:01:16 10876 23 10 Viteza limita legala, V85=50 3:01:39 10899 2 10 Viteza de proiectare a drumului V98=50 3:01:41 10901 4 10 "Pace"=50 3:01:45 10905 12 1050 3:01:57 10917 2 1050 3:01:59 10919 15 1050 3:02:14 10934 18 1051 3:02:32 10952 5 1151 3:02:37 10957 17 1151 3:02:54 10974 59 1151 3:03:53 11033 9 1151 3:04:02 11042 58 1151 3:05:00 11100 3 1151 3:05:03 11103 3 1151 3:05:06 11106 1 1151 3:05:07 11107 27 1151 3:05:34 11134 0 1152 3:05:34 11134 1 1152 3:05:35 11135 21 1152 3:05:56 11156 42 1152 3:06:38 11198 16 1152 3:06:54 11214 8 1152 3:07:02 11222 118 1152 3:09:00 11340 8 1152 3:09:08 11348 24 1152 3:09:32 11372 26 1152 3:09:58 11398 70 1153 3:11:08 11468 1 1153 3:11:09 11469 54 1153 3:12:03 11523 19 1153 3:12:22 11542 17 1153 3:12:39 11559 26 1153 3:13:05 11585 81 1153 3:14:26 11666 15 1153 3:14:41 11681 3 1153 3:14:44 11684 30 1153 3:15:14 11714 8 1153 3:15:22 11722 3 1153 3:15:25 11725 110 1153 3:17:15 11835 55 1153 3:18:10 11890 3 1154 3:18:13 11893 17 1154 3:18:30 11910 2 1154 3:18:32 11912 10 1154 3:18:42 11922 53 1154 3:19:35 11975 1 1154 3:19:36 11976 3 11

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

2

4

6

8

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12

14

v=fi*vi

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

102030405060708090

100110

fi >

54 3:19:39 11979 3 1154 3:19:42 11982 2 1154 3:19:44 11984 4 1154 3:19:48 11988 1 1154 3:19:49 11989 1 1154 3:19:50 11990 10 1154 3:20:00 12000 2 1154 3:20:02 12002 15 1154 3:20:17 12017 27 1154 3:20:44 12044 116 1154 3:22:40 12160 22 1154 3:23:02 12182 80 1155 3:24:22 12262 3 1155 3:24:25 12265 2 1155 3:24:27 12267 2 1155 3:24:29 12269 10 11 Abaterea standard=55 3:24:39 12279 90 11 Eroarea standard=55 3:26:09 12369 2 11 coeficient de variatie55 3:26:11 12371 2 1155 3:26:13 12373 11 1155 3:26:24 12384 33 1155 3:26:57 12417 3 1156 3:27:00 12420 2 1256 3:27:02 12422 3 1256 3:27:05 12425 0 1256 3:27:05 12425 4 1256 3:27:09 12429 46 1256 3:27:55 12475 47 1256 3:28:42 12522 5 1256 3:28:47 12527 31 1256 3:29:18 12558 158 1256 3:31:56 12716 420 1256 3:38:56 13136 17 1257 3:39:13 13153 1 1257 3:39:14 13154 4 1257 3:39:18 13158 7 1257 3:39:25 13165 3 1257 3:39:28 13168 10 1257 3:39:38 13178 44 1257 3:40:22 13222 4 1257 3:40:26 13226 1 1257 3:40:27 13227 1 1257 3:40:28 13228 3 1257 3:40:31 13231 2 1257 3:40:33 13233 4 1257 3:40:37 13237 6 1257 3:40:43 13243 13 1257 3:40:56 13256 197 1257 3:44:13 13453 3 1257 3:44:16 13456 24 12

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

2

4

6

8

10

12

14

v=fi*vi

57 3:44:40 13480 20 1258 3:45:00 13500 2 1258 3:45:02 13502 2 1258 3:45:04 13504 4 1258 3:45:08 13508 12 1258 3:45:20 13520 11 1258 3:45:31 13531 123 1258 3:47:34 13654 28 1258 3:48:02 13682 16 1258 3:48:18 13698 3 1258 3:48:21 13701 3 1259 3:48:24 13704 42 1259 3:49:06 13746 4 1259 3:49:10 13750 25 1259 3:49:35 13775 21 1259 3:49:56 13796 3 1259 3:49:59 13799 2 1259 3:50:01 13801 2 1259 3:50:03 13803 2 1259 3:50:05 13805 4 1259 3:50:09 13809 145 1259 3:52:34 13954 59 1259 3:53:33 14013 36 1259 3:54:09 14049 2 1259 3:54:11 14051 2 1259 3:54:13 14053 8 1259 3:54:21 14061 4 1259 3:54:25 14065 3 1260 3:54:28 14068 10 1260 3:54:38 14078 49 1260 3:55:27 14127 24 1260 3:55:51 14151 81 1260 3:57:12 14232 3 1260 3:57:15 14235 9 1260 3:57:24 14244 87 1260 3:58:51 14331 108 1260 4:00:39 14439 42 1260 4:01:21 14481 1 1260 4:01:22 14482 17 1260 4:01:39 14499 1 1260 4:01:40 14500 2 1260 4:01:42 14502 5 1261 4:01:47 14507 4 1361 4:01:51 14511 5 1361 4:01:56 14516 56 1361 4:02:52 14572 144 1361 4:05:16 14716 61 1361 4:06:17 14777 3 1361 4:06:20 14780 42 1361 4:07:02 14822 44 13

61 4:07:46 14866 17 1361 4:08:03 14883 9 1361 4:08:12 14892 7 1361 4:08:19 14899 17 1361 4:08:36 14916 18 1361 4:08:54 14934 6 1361 4:09:00 14940 32 1361 4:09:32 14972 5 1361 4:09:37 14977 42 1361 4:10:19 15019 1 1361 4:10:20 15020 1 1361 4:10:21 15021 32 1361 4:10:53 15053 76 1361 4:12:09 15129 28 1361 4:12:37 15157 69 1361 4:13:46 15226 3 1362 4:13:49 15229 16 1362 4:14:05 15245 1 1362 4:14:06 15246 1 1362 4:14:07 15247 12 1362 4:14:19 15259 36 1362 4:14:55 15295 4 1362 4:14:59 15299 27 1362 4:15:26 15326 19 1362 4:15:45 15345 18 1362 4:16:03 15363 3 1362 4:16:06 15366 45 1362 4:16:51 15411 3 1362 4:16:54 15414 23 1362 4:17:17 15437 49 1363 4:18:06 15486 43 1363 4:18:49 15529 6 1363 4:18:55 15535 17 1363 4:19:12 15552 9 1363 4:19:21 15561 5 1363 4:19:26 15566 6 1363 4:19:32 15572 24 1363 4:19:56 15596 2 1363 4:19:58 15598 8 1363 4:20:06 15606 18 1363 4:20:24 15624 38 1363 4:21:02 15662 6 1363 4:21:08 15668 52 1363 4:22:00 15720 22 1364 4:22:22 15742 16 1364 4:22:38 15758 7 1364 4:22:45 15765 17 1364 4:23:02 15782 2 1364 4:23:04 15784 1 1364 4:23:05 15785 10 13

64 4:23:15 15795 3 1364 4:23:18 15798 6 1364 4:23:24 15804 15 1364 4:23:39 15819 32 1364 4:24:11 15851 1 1364 4:24:12 15852 7 1364 4:24:19 15859 4 1365 4:24:23 15863 102 1365 4:26:05 15965 11 1365 4:26:16 15976 112 1365 4:28:08 16088 42 1365 4:28:50 16130 41 1365 4:29:31 16171 29 1365 4:30:00 16200 3 1365 4:30:03 16203 2 1365 4:30:05 16205 1 1365 4:30:06 16206 5 1365 4:30:11 16211 10 1365 4:30:21 16221 2 1366 4:30:23 16223 55 1466 4:31:18 16278 40 1466 4:31:58 16318 8 1466 4:32:06 16326 58 1466 4:33:04 16384 79 1466 4:34:23 16463 14 1466 4:34:37 16477 16 1466 4:34:53 16493 404 1466 4:41:37 16897 45 1466 4:42:22 16942 1 1466 4:42:23 16943 2 1466 4:42:25 16945 2 1466 4:42:27 16947 14 1466 4:42:41 16961 3 1466 4:42:44 16964 11 1466 4:42:55 16975 6 1466 4:43:01 16981 2 1466 4:43:03 16983 7 1467 4:43:10 16990 3 1467 4:43:13 16993 1 1467 4:43:14 16994 17 1467 4:43:31 17011 2 1467 4:43:33 17013 1 1467 4:43:34 17014 2 1467 4:43:36 17016 2 1467 4:43:38 17018 5 1467 4:43:43 17023 4 1467 4:43:47 17027 33 1467 4:44:20 17060 1 1467 4:44:21 17061 3 1467 4:44:24 17064 1 14

67 4:44:25 17065 7 1467 4:44:32 17072 4 1467 4:44:36 17076 44 1467 4:45:20 17120 1 1468 4:45:21 17121 33 1468 4:45:54 17154 2 1468 4:45:56 17156 12 1468 4:46:08 17168 3 1468 4:46:11 17171 2 1468 4:46:13 17173 3 1468 4:46:16 17176 21 1468 4:46:37 17197 2 1468 4:46:39 17199 1 1468 4:46:40 17200 2 1468 4:46:42 17202 1 1468 4:46:43 17203 54 1468 4:47:37 17257 1 1468 4:47:38 17258 13 1468 4:47:51 17271 8 1468 4:47:59 17279 24 1468 4:48:23 17303 2 1468 4:48:25 17305 2 1468 4:48:27 17307 2 1469 4:48:29 17309 4 1469 4:48:33 17313 5 1469 4:48:38 17318 3 1469 4:48:41 17321 34 1469 4:49:15 17355 19 1469 4:49:34 17374 35 1469 4:50:09 17409 54 1469 4:51:03 17463 8 1469 4:51:11 17471 22 1469 4:51:33 17493 27 1469 4:52:00 17520 56 1469 4:52:56 17576 52 1469 4:53:48 17628 69 1469 4:54:57 17697 35 1469 4:55:32 17732 1 1469 4:55:33 17733 1 1469 4:55:34 17734 73 1469 4:56:47 17807 5 1469 4:56:52 17812 95 1469 4:58:27 17907 4 1469 4:58:31 17911 13 1469 4:58:44 17924 1 1469 4:58:45 17925 1 1470 4:58:46 17926 1 1470 4:58:47 17927 127 1470 5:00:54 18054 16 1470 5:01:10 18070 149 14

70 5:03:39 18219 2 1470 5:03:41 18221 5 1470 5:03:46 18226 61 1470 5:04:47 18287 30 1470 5:05:17 18317 28 1470 5:05:45 18345 12 1470 5:05:57 18357 3 1470 5:06:00 18360 2 1470 5:06:02 18362 1 1470 5:06:03 18363 59 1471 5:07:02 18422 2 1571 5:07:04 18424 2 1571 5:07:06 18426 11 1571 5:07:17 18437 5 1571 5:07:22 18442 14 1571 5:07:36 18456 83 1571 5:08:59 18539 28 1571 5:09:27 18567 19 1571 5:09:46 18586 11 1571 5:09:57 18597 10 1571 5:10:07 18607 3 1571 5:10:10 18610 9 1571 5:10:19 18619 2 1571 5:10:21 18621 1 1571 5:10:22 18622 2 1571 5:10:24 18624 1 1571 5:10:25 18625 25 1571 5:10:50 18650 7 1571 5:10:57 18657 11 1572 5:11:08 18668 15 1572 5:11:23 18683 13 1572 5:11:36 18696 1 1572 5:11:37 18697 8 1572 5:11:45 18705 2 1572 5:11:47 18707 15 1572 5:12:02 18722 40 1572 5:12:42 18762 9 1573 5:12:51 18771 16 1573 5:13:07 18787 132 1573 5:15:19 18919 2 1573 5:15:21 18921 29 1573 5:15:50 18950 77 1573 5:17:07 19027 26 1573 5:17:33 19053 3 1573 5:17:36 19056 5 1573 5:17:41 19061 1 1573 5:17:42 19062 76 1573 5:18:58 19138 1 1573 5:18:59 19139 123 1573 5:21:02 19262 37 15

73 5:21:39 19299 120 1573 5:23:39 19419 358 1573 5:29:37 19777 4 1573 5:29:41 19781 20 1573 5:30:01 19801 7 1573 5:30:08 19808 2 1573 5:30:10 19810 15 1573 5:30:25 19825 8 1574 5:30:33 19833 1 1574 5:30:34 19834 1 1574 5:30:35 19835 7 1574 5:30:42 19842 6 1574 5:30:48 19848 5 1574 5:30:53 19853 3 1574 5:30:56 19856 12 1574 5:31:08 19868 14 1574 5:31:22 19882 20 1574 5:31:42 19902 3 1574 5:31:45 19905 1 1574 5:31:46 19906 4 1574 5:31:50 19910 45 1574 5:32:35 19955 76 1574 5:33:51 20031 6 1574 5:33:57 20037 24 1574 5:34:21 20061 1 1574 5:34:22 20062 57 1574 5:35:19 20119 41 1574 5:36:00 20160 6 1574 5:36:06 20166 6 1574 5:36:12 20172 48 1574 5:37:00 20220 17 1574 5:37:17 20237 13 1575 5:37:30 20250 5 1575 5:37:35 20255 13 1575 5:37:48 20268 5 1575 5:37:53 20273 18 1575 5:38:11 20291 40 1575 5:38:51 20331 103 1575 5:40:34 20434 150 1575 5:43:04 20584 2 1575 5:43:06 20586 1 1575 5:43:07 20587 3 1575 5:43:10 20590 2 1575 5:43:12 20592 1 1576 5:43:13 20593 8 1676 5:43:21 20601 29 1676 5:43:50 20630 2 1676 5:43:52 20632 2 1676 5:43:54 20634 1 1676 5:43:55 20635 2 16

76 5:43:57 20637 3 1676 5:44:00 20640 10 1676 5:44:10 20650 29 1676 5:44:39 20679 3 1676 5:44:42 20682 1 1676 5:44:43 20683 22 1676 5:45:05 20705 1 1676 5:45:06 20706 2 1676 5:45:08 20708 7 1676 5:45:15 20715 92 1676 5:46:47 20807 2 1676 5:46:49 20809 1 1677 5:46:50 20810 72 1677 5:48:02 20882 0 1677 5:48:02 20882 13 1677 5:48:15 20895 0 1677 5:48:15 20895 66 1677 5:49:21 20961 9 1677 5:49:30 20970 2 1677 5:49:32 20972 2 1677 5:49:34 20974 1 1677 5:49:35 20975 1 1677 5:49:36 20976 2 1677 5:49:38 20978 3 1677 5:49:41 20981 3 1677 5:49:44 20984 27 1677 5:50:11 21011 40 1677 5:50:51 21051 2 1677 5:50:53 21053 102 1677 5:52:35 21155 79 1677 5:53:54 21234 8 1677 5:54:02 21242 6 1677 5:54:08 21248 0 1677 5:54:08 21248 6 1677 5:54:14 21254 304 1677 5:59:18 21558 5 1677 5:59:23 21563 74 1677 6:00:37 21637 1 1677 6:00:38 21638 1 1677 6:00:39 21639 2 1677 6:00:41 21641 1 1677 6:00:42 21642 12 1677 6:00:54 21654 17 1677 6:01:11 21671 1 1677 6:01:12 21672 3 1677 6:01:15 21675 2 1677 6:01:17 21677 2 1677 6:01:19 21679 7 1677 6:01:26 21686 6 1677 6:01:32 21692 3 16

77 6:01:35 21695 6 1677 6:01:41 21701 3 1677 6:01:44 21704 10 1678 6:01:54 21714 3 1678 6:01:57 21717 3 1678 6:02:00 21720 15 1678 6:02:15 21735 3 1678 6:02:18 21738 23 1678 6:02:41 21761 26 1678 6:03:07 21787 8 1678 6:03:15 21795 85 1678 6:04:40 21880 35 1678 6:05:15 21915 7 1678 6:05:22 21922 11 1679 6:05:33 21933 2 1679 6:05:35 21935 91 1679 6:07:06 22026 43 1679 6:07:49 22069 154 1679 6:10:23 22223 3 1679 6:10:26 22226 3 1679 6:10:29 22229 24 1679 6:10:53 22253 13 1679 6:11:06 22266 1 1679 6:11:07 22267 1 1679 6:11:08 22268 2 1679 6:11:10 22270 2 1679 6:11:12 22272 2 1679 6:11:14 22274 2 1679 6:11:16 22276 2 1679 6:11:18 22278 6 1679 6:11:24 22284 2 1679 6:11:26 22286 17 1679 6:11:43 22303 31 1679 6:12:14 22334 4 1679 6:12:18 22338 105 1679 6:14:03 22443 11 1679 6:14:14 22454 1 1679 6:14:15 22455 2 1679 6:14:17 22457 43 1679 6:15:00 22500 7 1679 6:15:07 22507 2 1679 6:15:09 22509 30 1679 6:15:39 22539 6 1679 6:15:45 22545 29 1679 6:16:14 22574 3 1679 6:16:17 22577 83 1679 6:17:40 22660 99 1679 6:19:19 22759 9 1679 6:19:28 22768 92 1679 6:21:00 22860 11 16

79 6:21:11 22871 0 1679 6:21:11 22871 6 1680 6:21:17 22877 93 1680 6:22:50 22970 5 1680 6:22:55 22975 3 1680 6:22:58 22978 1 1680 6:22:59 22979 3 1680 6:23:02 22982 9 1680 6:23:11 22991 1 1680 6:23:12 22992 120 1680 6:25:12 23112 35 1680 6:25:47 23147 2 1680 6:25:49 23149 96 1680 6:27:25 23245 31 1680 6:27:56 23276 24 1680 6:28:20 23300 16 1680 6:28:36 23316 4 1680 6:28:40 23320 1 1680 6:28:41 23321 1 1680 6:28:42 23322 444 1681 6:36:06 23766 5 1781 6:36:11 23771 23 1781 6:36:34 23794 1 1781 6:36:35 23795 9 1781 6:36:44 23804 3 1781 6:36:47 23807 4 1781 6:36:51 23811 3 1781 6:36:54 23814 1 1781 6:36:55 23815 5 1781 6:37:00 23820 2 1781 6:37:02 23822 22 1781 6:37:24 23844 1 1781 6:37:25 23845 2 1781 6:37:27 23847 2 1781 6:37:29 23849 3 1781 6:37:32 23852 14 1781 6:37:46 23866 1 1781 6:37:47 23867 11 1781 6:37:58 23878 0 1781 6:37:58 23878 9 1781 6:38:07 23887 18 1782 6:38:25 23905 5 1782 6:38:30 23910 2 1782 6:38:32 23912 223 1782 6:42:15 24135 88 1782 6:43:43 24223 1 1782 6:43:44 24224 29 1782 6:44:13 24253 26 1782 6:44:39 24279 51 1782 6:45:30 24330 6 17

82 6:45:36 24336 4 1782 6:45:40 24340 25 1782 6:46:05 24365 38 1782 6:46:43 24403 24 1782 6:47:07 24427 64 1782 6:48:11 24491 80 1782 6:49:31 24571 38 1782 6:50:09 24609 23 1782 6:50:32 24632 7 1782 6:50:39 24639 20 1782 6:50:59 24659 2 1782 6:51:01 24661 8 1782 6:51:09 24669 4 1782 6:51:13 24673 9 1782 6:51:22 24682 8 1782 6:51:30 24690 4 1783 6:51:34 24694 17 1783 6:51:51 24711 44 1783 6:52:35 24755 27 1783 6:53:02 24782 7 1783 6:53:09 24789 4 1783 6:53:13 24793 7 1783 6:53:20 24800 5 1783 6:53:25 24805 15 1783 6:53:40 24820 3 1783 6:53:43 24823 192 1783 6:56:55 25015 49 1783 6:57:44 25064 5 1783 6:57:49 25069 15 1784 6:58:04 25084 4 1784 6:58:08 25088 192 1784 7:01:20 25280 1 1784 7:01:21 25281 49 1784 7:02:10 25330 581 1784 7:11:51 25911 66 1784 7:12:57 25977 1 1784 7:12:58 25978 8 1784 7:13:06 25986 3 1784 7:13:09 25989 2 1784 7:13:11 25991 25 1784 7:13:36 26016 3 1784 7:13:39 26019 26 1784 7:14:05 26045 5 1784 7:14:10 26050 2 1784 7:14:12 26052 11 1785 7:14:23 26063 18 1785 7:14:41 26081 2 1785 7:14:43 26083 2 1785 7:14:45 26085 2 1785 7:14:47 26087 2 17

85 7:14:49 26089 23 1785 7:15:12 26112 7 1785 7:15:19 26119 2 1785 7:15:21 26121 173 1785 7:18:14 26294 2 1785 7:18:16 26296 17 1785 7:18:33 26313 4 1786 7:18:37 26317 1 1886 7:18:38 26318 19 1886 7:18:57 26337 1 1886 7:18:58 26338 75 1886 7:20:13 26413 78 1886 7:21:31 26491 30 1886 7:22:01 26521 21 1886 7:22:22 26542 120 1886 7:24:22 26662 7 1886 7:24:29 26669 7 1886 7:24:36 26676 7 1886 7:24:43 26683 6 1886 7:24:49 26689 9 1886 7:24:58 26698 13 1886 7:25:11 26711 50 1886 7:26:01 26761 5 1886 7:26:06 26766 4 1886 7:26:10 26770 7 1886 7:26:17 26777 3 1886 7:26:20 26780 162 1886 7:29:02 26942 1 1886 7:29:03 26943 31 1886 7:29:34 26974 14 1886 7:29:48 26988 58 1886 7:30:46 27046 74 1886 7:32:00 27120 19 1886 7:32:19 27139 56 1886 7:33:15 27195 118 1886 7:35:13 27313 82 1886 7:36:35 27395 82 1886 7:37:57 27477 44 1886 7:38:41 27521 111 1887 7:40:32 27632 4 1887 7:40:36 27636 1 1887 7:40:37 27637 4 1887 7:40:41 27641 29 1887 7:41:10 27670 2 1887 7:41:12 27672 5 1887 7:41:17 27677 23 1887 7:41:40 27700 352 1887 7:47:32 28052 7 1887 7:47:39 28059 15 1887 7:47:54 28074 7 18

88 7:48:01 28081 2 1888 7:48:03 28083 8 1888 7:48:11 28091 1 1888 7:48:12 28092 2 1888 7:48:14 28094 6 1888 7:48:20 28100 15 1888 7:48:35 28115 7 1888 7:48:42 28122 121 1888 7:50:43 28243 73 1888 7:51:56 28316 0 1888 7:51:56 28316 90 1889 7:53:26 28406 2 1889 7:53:28 28408 6 1889 7:53:34 28414 36 1889 7:54:10 28450 3 1889 7:54:13 28453 49 1889 7:55:02 28502 1 1889 7:55:03 28503 24 1889 7:55:27 28527 2 1890 7:55:29 28529 6 1890 7:55:35 28535 47 1890 7:56:22 28582 65 1890 7:57:27 28647 2 1890 7:57:29 28649 46 1890 7:58:15 28695 41 1890 7:58:56 28736 4 1890 7:59:00 28740 1 1890 7:59:01 28741 26 1890 7:59:27 28767 8 1890 7:59:35 28775 30 1890 8:00:05 28805 2 1890 8:00:07 28807 93 1890 8:01:40 28900 31 1890 8:02:11 28931 18 1890 8:02:29 28949 56 1890 8:03:25 29005 0 1891 8:03:25 29005 32 1991 8:03:57 29037 4 1991 8:04:01 29041 5 1991 8:04:06 29046 99 1991 8:05:45 29145 380 1991 8:12:05 29525 8 1991 8:12:13 29533 10 1991 8:12:23 29543 9 1992 8:12:32 29552 1 1992 8:12:33 29553 1 1992 8:12:34 29554 2 1992 8:12:36 29556 14 1993 8:12:50 29570 2 1993 8:12:52 29572 191 19

93 8:16:03 29763 52 1993 8:16:55 29815 2 1993 8:16:57 29817 140 1993 8:19:17 29957 72 1993 8:20:29 30029 24 1993 8:20:53 30053 35 1993 8:21:28 30088 7 1993 8:21:35 30095 3 1993 8:21:38 30098 2 1993 8:21:40 30100 2 1993 8:21:42 30102 3 1993 8:21:45 30105 60 1993 8:22:45 30165 23 1993 8:23:08 30188 22 1993 8:23:30 30210 29 1993 8:23:59 30239 492 1993 8:32:11 30731 77 1993 8:33:28 30808 2 1993 8:33:30 30810 21 1993 8:33:51 30831 153 1993 8:36:24 30984 2 1993 8:36:26 30986 6 1993 8:36:32 30992 53 1993 8:37:25 31045 41 1994 8:38:06 31086 59 1994 8:39:05 31145 36 1994 8:39:41 31181 5 1994 8:39:46 31186 8 1994 8:39:54 31194 1 1994 8:39:55 31195 3 1994 8:39:58 31198 18 1994 8:40:16 31216 5 1994 8:40:21 31221 4 1995 8:40:25 31225 60 1995 8:41:25 31285 22 1995 8:41:47 31307 43 1995 8:42:30 31350 84 1995 8:43:54 31434 36 1996 8:44:30 31470 27 2096 8:44:57 31497 45 2096 8:45:42 31542 13 2096 8:45:55 31555 1 2096 8:45:56 31556 10 2096 8:46:06 31566 388 2097 8:52:34 31954 51 2097 8:53:25 32005 8 2097 8:53:33 32013 2 2097 8:53:35 32015 1 2097 8:53:36 32016 4 2097 8:53:40 32020 2 20

98 8:53:42 32022 4 2099 8:53:46 32026 49 2099 8:54:35 32075 28 2099 8:55:03 32103 136 20

100 8:57:19 32239 31 20100 8:57:50 32270 23 20100 8:58:13 32293 2 20100 8:58:15 32295 29 20100 8:58:44 32324 7 20100 8:58:51 32331 8 20100 8:58:59 32339 9 20100 8:59:08 32348 8 20100 8:59:16 32356 59 20100 9:00:15 32415 10 20100 9:00:25 32425 125 20100 9:02:30 32550 4 20100 9:02:34 32554 8 20101 9:02:42 32562 26 21101 9:03:08 32588 2 21101 9:03:10 32590 14 21101 9:03:24 32604 94 21101 9:04:58 32698 16 21101 9:05:14 32714 283 21101 9:09:57 32997 48 21102 9:10:45 33045 30 21102 9:11:15 33075 1 21102 9:11:16 33076 0 21103 9:11:16 33076 40 21103 9:11:56 33116 4 21103 9:12:00 33120 7 21104 9:12:07 33127 2 21104 9:12:09 33129 1 21104 9:12:10 33130 92 21104 9:13:42 33222 22 21104 9:14:04 33244 195 21104 9:17:19 33439 1 21105 9:17:20 33440 2 21105 9:17:22 33442 57 21105 9:18:19 33499 18 21105 9:18:37 33517 25 21106 9:19:02 33542 722 22107 9:31:04 34264 2 22107 9:31:06 34266 2 22107 9:31:08 34268 12 22108 9:31:20 34280 65 22108 9:32:25 34345 4 22108 9:32:29 34349 2 22108 9:32:31 34351 1 22108 9:32:32 34352 5 22108 9:32:37 34357 5 22

108 9:32:42 34362 2 22109 9:32:44 34364 2 22110 9:32:46 34366 2 22110 9:32:48 34368 10 22112 9:32:58 34378 3 23112 9:33:01 34381 11 23112 9:33:12 34392 21 23114 9:33:33 34413 1 23116 9:33:34 34414 18 24116 9:33:52 34432 7 24119 9:33:59 34439 3 24119 9:34:02 34442 53 24120 9:34:55 34495 259 24120 9:39:14 34754 37 24124 9:39:51 34791 94 25126 9:41:25 34885 32 26138 9:41:57 34917 28

Date de intrare

Nr veh. flux= 784Durata masurari= 24481 6.68 14 v min= 6 km/h

Interval mediu intre veh= 28.21 v max= 136 km/hvi= valoare de mijloc a clasei pi= 3.1415927

fi fi*100,% fi > fi < v=fi*vi s=(xi-x)*fi P(X=x) Ni'0 0 0 109.949 0 0 0 0 0

0.002551 0.255102 0.255102 109.949 0.020408 13.81715 1.30035E-005 0.010194713 392.360220.002551 0.255102 0.510204 109.6939 0.033163 12.00348 3.42522E-005 0.026853693 148.9553

0 0 0.510204 109.4388 0 0 0.000084282 0.066077121 00.001276 0.127551 0.637755 109.4388 0.029337 4.379403 0.0001937315 0.151885497 6.58390710.001276 0.127551 0.765306 109.3112 0.035714 3.663897 0.0004159906 0.326136644 3.06619950.002551 0.255102 1.020408 109.1837 0.084184 6.024333 0.0008344204 0.654185608 6.11447260.005102 0.510204 1.530612 108.9286 0.193878 9.696846 0.0015635235 1.225802409 13.0526750.007653 0.765306 2.295918 108.4184 0.329082 11.40019 0.0027367933 2.145645909 16.7781640.047194 4.719388 7.015306 107.6531 2.265306 53.26625 0.0044750477 3.508437404 390.20220.079082 7.908163 14.92347 102.9337 4.191327 64.666 0.0068355182 5.359046303 717.291810.089286 8.928571 23.85204 95.02551 5.178571 49.7103 0.0097535636 7.646793876 640.791430.098214 9.821429 33.67347 86.09694 6.1875 33.96237 0.0130008963 10.19270266 581.690670.116071 11.60714 45.28061 76.27551 7.892857 21.45488 0.0161883044 12.69163063 652.477230.107143 10.71429 55.9949 64.66837 7.821429 7.916296 0.0188298789 14.76262508 477.963770.160714 16.07143 72.06633 53.95408 12.53571 2.077842 0.0204602903 16.04086759 989.722030.110969 11.09694 83.16327 37.88265 9.210459 0.21885 0.020767975 16.28209239 464.866540.100765 10.07653 93.2398 26.78571 8.867347 4.132942 0.0196922169 15.43869803 404.243930.066327 6.632653 99.87245 16.70918 6.168367 8.626355 0.0174426781 13.67505961 197.73223

0.03699 3.69898 103.5714 10.07653 3.625 9.954038 0.0144327742 11.315295 74.3241780.029337 2.933673 106.5051 6.377551 3.021684 13.4405 0.0111558989 8.746224708 60.4832390.017857 1.785714 108.2908 3.443878 1.928571 12.4498 0.0080552202 6.31529262 31.0357750.005102 0.510204 108.801 1.658163 0.576531 5.031798 0.0054333585 4.259753056 3.75608630.007653 0.765306 109.5663 1.147959 0.903061 10.14242 0.0034235557 2.684067696 13.4124780.001276 0.127551 109.6939 0.382653 0.156888 2.186632 0.0020151368 1.579867279 0.63296460.001276 0.127551 109.8214 0.255102 0.163265 2.746636 0.0011080256 0.868692038 1.1511559

0 0 109.8214 0.127551 0 0 0.0005691321 0.446199598 00.001276 0.127551 109.949 0.127551 0.17602 4.057971 0.0002730829 0.214097012 4.6707798

1.09949 109.949 81.59566 367.0272 0.1997885513 156.6342242 6293.3594

= 5509.359

Pentru distributia de viteze se pot calcula indicatori statistici urmatori:Indicatori tendintei centrale

= 29374.44Viteza medie= 74.2123 km/hViteza mediana=

Ni2/Ni

Viteza modala= 78 km/h (Clasa de viteze 76-80 contine cele mai multe valori, respectiv 126 deci viteza de 78 km/h reprezinta viteza modala)

Viteza vehiculelor lente, V15= 53.15 km/hViteza limita legala, V85= 88.84 km/hViteza de proiectare a drumului V98= 108 km/h

este un interval cuprins intre: (54,21- 94,21)

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

2

4

6

8

10

12

14

v=fi*vi

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

102030405060708090

100110

fi >

v med = 81.59566 < dispersia= 367.0272Rezulta distributia binomiala negativa

p= 0.222315k= 23.32557 = 27q= 0.777685 0.0002214558

4.6127E-0060.0208291271

Abaterea standard= s= 19.15795 2.505993Eroarea standard= 0.684213coeficient de variatie 0.234791

s=cv=

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

2

4

6

8

10

12

14

v=fi*vi

0 10 20 30 40 50 60 70 80 90 100 110 120 130 1400

102030405060708090

100110

fi >

crt Clase ti Ni fi1 0-5 3 357 0.414153 Nr veh. flux=2 6-10 8 110 0.127613 11-15 13 55 0.0638054 16-20 18 48 0.0556845 21-25 23 41 0.0475646 26-30 28 35 0.0406037 31-35 33 21 0.0243628 36-40 38 16 0.0185619 41-45 43 24 0.027842

10 46-50 48 15 0.01740111 51-55 53 13 0.01508112 56-60 58 17 0.01972213 61-65 63 4 0.0046414 66-70 68 7 0.00812115 71-75 73 7 0.00812116 76-80 78 10 0.01160117 81-85 83 8 0.00928118 86-90 88 4 0.0046419 91-95 93 9 0.01044120 96-100 98 3 0.0034821 101-105 103 7 0.00812122 106-110 108 2 0.0023223 111-115 113 2 0.0023224 116-120 118 6 0.00696125 121-125 123 4 0.0046426 126-130 128 1 0.0011627 131-135 133 1 0.0011628 136-140 138 2 0.0023229 140-722 31 0.035963

860 0.99768

0 20 40 60 80 100 120 140 1600

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

Frecventa de aparitie in timp

ti = interval de timp

fi - f

recv

enta

de

apar

itie

0 20 40 60 80 100 120 140 1600

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

Frecventa de aparitie in timp

ti = interval de timp

fi - f

recv

enta

de

apar

itie

Interval intre veh0 10 1

862 0 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 1

1 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 1

0 20 40 60 80 100 120 140 1600

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

Frecventa de aparitie in timp

ti = interval de timp

fi - f

recv

enta

de

apar

itie

1 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 1

0 20 40 60 80 100 120 140 1600

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

Frecventa de aparitie in timp

ti = interval de timp

fi - f

recv

enta

de

apar

itie

1 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 1

2 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 1

2 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 1

3 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 1

4 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 1

5 15 15 15 15 15 15 15 15 15 15 16 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 27 27 27 27 27 27 27 27 27 27 27 27 27 27 2

7 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 29 29 29 29 29 29 29 29 29 2

9 29 29 29 29 29 2

10 210 210 210 210 210 210 210 210 210 210 210 210 210 210 211 311 311 311 311 311 311 311 311 311 311 311 311 311 311 312 312 312 312 312 312 312 312 312 313 313 313 313 313 3

13 313 313 313 313 314 314 314 314 314 314 314 314 315 315 315 315 315 315 315 315 315 315 315 315 315 316 416 416 416 416 416 416 416 416 416 416 417 417 417 417 417 417 417 417 417 417 417 417 417 4

17 417 418 418 418 418 418 418 418 418 418 418 418 419 419 419 419 419 419 419 420 420 420 420 421 521 521 521 521 521 521 522 522 522 522 522 522 522 522 523 523 523 523 523 523 523 523 523 523 524 5

24 524 524 524 524 524 524 524 524 524 525 525 525 525 525 526 626 626 626 626 626 626 626 627 627 627 627 627 627 627 628 628 628 628 628 629 629 629 629 629 629 629 629 629 630 630 630 630 630 630 6

31 731 731 731 731 731 732 732 732 732 732 733 733 733 734 734 735 735 735 735 735 736 836 836 836 836 837 837 838 838 838 840 840 840 840 840 840 841 941 941 941 942 942 942 942 942 942 943 943 943 9

43 943 944 944 944 944 944 945 945 945 945 946 1046 1046 1047 1047 1047 1048 1048 1049 1049 1049 1049 1049 1049 1050 1051 1151 1152 1152 1152 1153 1153 1153 1154 1154 1154 1155 1155 1156 1256 1256 1256 1257 1257 1257 1258 1258 1258 1259 12

59 1259 1259 1259 1260 1260 1261 1361 1364 1365 1365 1466 1466 1469 1469 1470 1470 1472 1572 1573 1573 1574 1574 1575 1576 1676 1676 1677 1677 1678 1679 1679 1680 1680 1681 1781 1782 1782 1783 1783 1784 1785 1787 1888 1890 1890 1891 1992 1992 1992 19

93 1993 1994 1994 1995 1996 2099 2099 20

102 21102 21102 21103 21103 21105 21105 21108 22110 22111 23112 23116 24118 24118 24120 24120 24120 24121 25123 25123 25125 25127 26132 27136 28140 28144 27145 27149 27150 27153 27154 27158 27159 27162 27173 27191 27192 27192 27195 27197 27223 27259 27

283 27285 27304 27340 27352 27358 27380 27388 27395 27404 27420 27444 27492 27581 27722 27

Frecventavitezadistrcalctema 2