Frequencies for first 10,000 rows of mars2 variable in zipcode2016 dataset : Number of | joint | returns | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,274 12.74 12.74 20 | 347 3.47 16.21 30 | 762 7.62 23.83 40 | 698 6.98 30.81 50 | 552 5.52 36.33 60 | 449 4.49 40.82 70 | 361 3.61 44.43 80 | 305 3.05 47.48 90 | 262 2.62 50.10 100 | 234 2.34 52.44 110 | 204 2.04 54.48 120 | 214 2.14 56.62 130 | 190 1.90 58.52 140 | 180 1.80 60.32 150 | 146 1.46 61.78 160 | 139 1.39 63.17 170 | 142 1.42 64.59 180 | 137 1.37 65.96 190 | 100 1.00 66.96 200 | 121 1.21 68.17 210 | 92 0.92 69.09 220 | 88 0.88 69.97 230 | 94 0.94 70.91 240 | 85 0.85 71.76 250 | 55 0.55 72.31 260 | 78 0.78 73.09 270 | 86 0.86 73.95 280 | 77 0.77 74.72 290 | 78 0.78 75.50 300 | 66 0.66 76.16 310 | 61 0.61 76.77 320 | 57 0.57 77.34 330 | 55 0.55 77.89 340 | 56 0.56 78.45 350 | 54 0.54 78.99 360 | 46 0.46 79.45 370 | 47 0.47 79.92 380 | 48 0.48 80.40 390 | 40 0.40 80.80 400 | 41 0.41 81.21 410 | 46 0.46 81.67 420 | 41 0.41 82.08 430 | 44 0.44 82.52 440 | 34 0.34 82.86 450 | 28 0.28 83.14 460 | 39 0.39 83.53 470 | 31 0.31 83.84 480 | 35 0.35 84.19 490 | 23 0.23 84.42 500 | 28 0.28 84.70 510 | 23 0.23 84.93 520 | 30 0.30 85.23 530 | 29 0.29 85.52 540 | 24 0.24 85.76 550 | 22 0.22 85.98 560 | 25 0.25 86.23 570 | 29 0.29 86.52 580 | 25 0.25 86.77 590 | 24 0.24 87.01 600 | 17 0.17 87.18 610 | 22 0.22 87.40 620 | 20 0.20 87.60 630 | 25 0.25 87.85 640 | 15 0.15 88.00 650 | 30 0.30 88.30 660 | 32 0.32 88.62 670 | 18 0.18 88.80 680 | 17 0.17 88.97 690 | 11 0.11 89.08 700 | 14 0.14 89.22 710 | 19 0.19 89.41 720 | 23 0.23 89.64 730 | 11 0.11 89.75 740 | 13 0.13 89.88 750 | 15 0.15 90.03 760 | 14 0.14 90.17 770 | 14 0.14 90.31 780 | 15 0.15 90.46 790 | 7 0.07 90.53 800 | 14 0.14 90.67 810 | 17 0.17 90.84 820 | 16 0.16 91.00 830 | 18 0.18 91.18 840 | 16 0.16 91.34 850 | 11 0.11 91.45 860 | 6 0.06 91.51 870 | 13 0.13 91.64 880 | 9 0.09 91.73 890 | 12 0.12 91.85 900 | 5 0.05 91.90 910 | 9 0.09 91.99 920 | 14 0.14 92.13 930 | 4 0.04 92.17 940 | 7 0.07 92.24 950 | 8 0.08 92.32 960 | 10 0.10 92.42 970 | 14 0.14 92.56 980 | 5 0.05 92.61 990 | 5 0.05 92.66 1000 | 8 0.08 92.74 1010 | 7 0.07 92.81 1020 | 7 0.07 92.88 1030 | 7 0.07 92.95 1040 | 10 0.10 93.05 1050 | 3 0.03 93.08 1060 | 6 0.06 93.14 1070 | 6 0.06 93.20 1080 | 4 0.04 93.24 1090 | 4 0.04 93.28 1100 | 6 0.06 93.34 1110 | 4 0.04 93.38 1120 | 10 0.10 93.48 1130 | 5 0.05 93.53 1140 | 6 0.06 93.59 1150 | 4 0.04 93.63 1160 | 6 0.06 93.69 1170 | 7 0.07 93.76 1180 | 1 0.01 93.77 1190 | 8 0.08 93.85 1200 | 5 0.05 93.90 1210 | 5 0.05 93.95 1220 | 5 0.05 94.00 1230 | 8 0.08 94.08 1240 | 8 0.08 94.16 1250 | 6 0.06 94.22 1260 | 3 0.03 94.25 1270 | 10 0.10 94.35 1280 | 6 0.06 94.41 1300 | 9 0.09 94.50 1310 | 6 0.06 94.56 1320 | 5 0.05 94.61 1330 | 3 0.03 94.64 1340 | 6 0.06 94.70 1350 | 5 0.05 94.75 1360 | 6 0.06 94.81 1370 | 2 0.02 94.83 1380 | 3 0.03 94.86 1390 | 3 0.03 94.89 1400 | 2 0.02 94.91 1410 | 2 0.02 94.93 1420 | 3 0.03 94.96 1430 | 5 0.05 95.01 1440 | 1 0.01 95.02 1450 | 1 0.01 95.03 1460 | 1 0.01 95.04 1470 | 4 0.04 95.08 1480 | 7 0.07 95.15 1490 | 4 0.04 95.19 1500 | 2 0.02 95.21 1510 | 3 0.03 95.24 1520 | 2 0.02 95.26 1530 | 3 0.03 95.29 1540 | 2 0.02 95.31 1550 | 2 0.02 95.33 1560 | 3 0.03 95.36 1570 | 3 0.03 95.39 1580 | 3 0.03 95.42 1590 | 1 0.01 95.43 1600 | 1 0.01 95.44 1610 | 3 0.03 95.47 1620 | 4 0.04 95.51 1630 | 2 0.02 95.53 1640 | 3 0.03 95.56 1660 | 1 0.01 95.57 1670 | 2 0.02 95.59 1680 | 3 0.03 95.62 1690 | 3 0.03 95.65 1700 | 1 0.01 95.66 1710 | 1 0.01 95.67 1720 | 1 0.01 95.68 1730 | 4 0.04 95.72 1740 | 2 0.02 95.74 1760 | 3 0.03 95.77 1770 | 2 0.02 95.79 1780 | 2 0.02 95.81 1790 | 1 0.01 95.82 1800 | 1 0.01 95.83 1810 | 1 0.01 95.84 1820 | 2 0.02 95.86 1840 | 1 0.01 95.87 1860 | 2 0.02 95.89 1870 | 3 0.03 95.92 1880 | 1 0.01 95.93 1900 | 3 0.03 95.96 1910 | 4 0.04 96.00 1920 | 2 0.02 96.02 1940 | 2 0.02 96.04 1950 | 1 0.01 96.05 1960 | 2 0.02 96.07 1980 | 1 0.01 96.08 2010 | 2 0.02 96.10 2020 | 1 0.01 96.11 2030 | 1 0.01 96.12 2050 | 4 0.04 96.16 2090 | 1 0.01 96.17 2120 | 1 0.01 96.18 2130 | 1 0.01 96.19 2150 | 2 0.02 96.21 2160 | 1 0.01 96.22 2170 | 3 0.03 96.25 2180 | 1 0.01 96.26 2200 | 1 0.01 96.27 2210 | 2 0.02 96.29 2230 | 1 0.01 96.30 2240 | 1 0.01 96.31 2270 | 1 0.01 96.32 2310 | 1 0.01 96.33 2330 | 2 0.02 96.35 2340 | 1 0.01 96.36 2350 | 1 0.01 96.37 2360 | 2 0.02 96.39 2390 | 2 0.02 96.41 2400 | 1 0.01 96.42 2410 | 2 0.02 96.44 2430 | 1 0.01 96.45 2440 | 1 0.01 96.46 2470 | 2 0.02 96.48 2490 | 2 0.02 96.50 2500 | 2 0.02 96.52 2520 | 1 0.01 96.53 2560 | 2 0.02 96.55 2580 | 1 0.01 96.56 2590 | 1 0.01 96.57 2600 | 2 0.02 96.59 2610 | 2 0.02 96.61 2620 | 1 0.01 96.62 2650 | 2 0.02 96.64 2670 | 1 0.01 96.65 2680 | 1 0.01 96.66 2690 | 1 0.01 96.67 2740 | 1 0.01 96.68 2750 | 1 0.01 96.69 2780 | 1 0.01 96.70 2810 | 1 0.01 96.71 2870 | 1 0.01 96.72 2920 | 1 0.01 96.73 2980 | 2 0.02 96.75 3000 | 1 0.01 96.76 3010 | 1 0.01 96.77 3040 | 1 0.01 96.78 3090 | 1 0.01 96.79 3100 | 1 0.01 96.80 3120 | 1 0.01 96.81 3140 | 2 0.02 96.83 3160 | 2 0.02 96.85 3250 | 1 0.01 96.86 3340 | 1 0.01 96.87 3360 | 1 0.01 96.88 3370 | 1 0.01 96.89 3500 | 1 0.01 96.90 3510 | 1 0.01 96.91 3570 | 1 0.01 96.92 3620 | 1 0.01 96.93 4040 | 1 0.01 96.94 4600 | 1 0.01 96.95 4620 | 1 0.01 96.96 4930 | 1 0.01 96.97 5120 | 1 0.01 96.98 7090 | 1 0.01 96.99 8150 | 1 0.01 97.00 9260 | 1 0.01 97.01 9890 | 1 0.01 97.02 10240 | 1 0.01 97.03 10610 | 1 0.01 97.04 10750 | 1 0.01 97.05 11880 | 1 0.01 97.06 12120 | 1 0.01 97.07 12550 | 1 0.01 97.08 14170 | 1 0.01 97.09 14900 | 1 0.01 97.10 15060 | 1 0.01 97.11 15410 | 1 0.01 97.12 15930 | 1 0.01 97.13 16790 | 1 0.01 97.14 17640 | 1 0.01 97.15 17690 | 1 0.01 97.16 17750 | 1 0.01 97.17 17980 | 1 0.01 97.18 18430 | 1 0.01 97.19 18820 | 1 0.01 97.20 19110 | 1 0.01 97.21 19270 | 1 0.01 97.22 19900 | 1 0.01 97.23 20530 | 1 0.01 97.24 20620 | 1 0.01 97.25 21270 | 1 0.01 97.26 21340 | 1 0.01 97.27 21390 | 1 0.01 97.28 21420 | 1 0.01 97.29 22190 | 1 0.01 97.30 22410 | 1 0.01 97.31 22650 | 1 0.01 97.32 23050 | 1 0.01 97.33 23660 | 1 0.01 97.34 24800 | 1 0.01 97.35 25290 | 1 0.01 97.36 25500 | 1 0.01 97.37 25910 | 1 0.01 97.38 26650 | 1 0.01 97.39 26970 | 1 0.01 97.40 27060 | 1 0.01 97.41 27830 | 1 0.01 97.42 27890 | 1 0.01 97.43 28250 | 1 0.01 97.44 28900 | 1 0.01 97.45 30880 | 1 0.01 97.46 32090 | 1 0.01 97.47 32410 | 1 0.01 97.48 32840 | 1 0.01 97.49 33000 | 1 0.01 97.50 33800 | 1 0.01 97.51 34220 | 1 0.01 97.52 35070 | 1 0.01 97.53 35160 | 1 0.01 97.54 35170 | 1 0.01 97.55 37560 | 1 0.01 97.56 37970 | 1 0.01 97.57 39850 | 1 0.01 97.58 40390 | 1 0.01 97.59 41000 | 1 0.01 97.60 41350 | 1 0.01 97.61 41730 | 1 0.01 97.62 41850 | 1 0.01 97.63 42150 | 1 0.01 97.64 42250 | 1 0.01 97.65 42980 | 1 0.01 97.66 43120 | 1 0.01 97.67 44050 | 1 0.01 97.68 44930 | 1 0.01 97.69 45140 | 1 0.01 97.70 46000 | 1 0.01 97.71 46150 | 1 0.01 97.72 46360 | 1 0.01 97.73 46750 | 1 0.01 97.74 47640 | 1 0.01 97.75 48630 | 1 0.01 97.76 48860 | 1 0.01 97.77 51130 | 1 0.01 97.78 51640 | 1 0.01 97.79 51940 | 1 0.01 97.80 52730 | 1 0.01 97.81 53470 | 1 0.01 97.82 53510 | 1 0.01 97.83 54800 | 1 0.01 97.84 55200 | 1 0.01 97.85 55390 | 1 0.01 97.86 55710 | 1 0.01 97.87 55950 | 1 0.01 97.88 57640 | 1 0.01 97.89 58050 | 1 0.01 97.90 58700 | 1 0.01 97.91 59440 | 1 0.01 97.92 60740 | 1 0.01 97.93 61880 | 1 0.01 97.94 63280 | 1 0.01 97.95 64340 | 1 0.01 97.96 64610 | 1 0.01 97.97 66080 | 1 0.01 97.98 67030 | 1 0.01 97.99 67460 | 1 0.01 98.00 68370 | 1 0.01 98.01 69620 | 1 0.01 98.02 69760 | 1 0.01 98.03 71060 | 1 0.01 98.04 71260 | 1 0.01 98.05 72110 | 1 0.01 98.06 72210 | 1 0.01 98.07 73370 | 1 0.01 98.08 73970 | 1 0.01 98.09 76160 | 1 0.01 98.10 76190 | 1 0.01 98.11 76320 | 1 0.01 98.12 76550 | 1 0.01 98.13 77050 | 1 0.01 98.14 77170 | 1 0.01 98.15 77350 | 1 0.01 98.16 79350 | 1 0.01 98.17 79810 | 1 0.01 98.18 82550 | 1 0.01 98.19 82680 | 1 0.01 98.20 83210 | 1 0.01 98.21 83380 | 1 0.01 98.22 84010 | 1 0.01 98.23 85290 | 1 0.01 98.24 89780 | 1 0.01 98.25 91760 | 1 0.01 98.26 92230 | 1 0.01 98.27 92280 | 1 0.01 98.28 92600 | 1 0.01 98.29 92790 | 1 0.01 98.30 92900 | 1 0.01 98.31 95360 | 1 0.01 98.32 95710 | 1 0.01 98.33 96380 | 1 0.01 98.34 96600 | 1 0.01 98.35 99800 | 1 0.01 98.36 100430 | 1 0.01 98.37 103380 | 1 0.01 98.38 103400 | 1 0.01 98.39 103830 | 1 0.01 98.40 105350 | 1 0.01 98.41 105500 | 1 0.01 98.42 105600 | 1 0.01 98.43 105750 | 1 0.01 98.44 106210 | 1 0.01 98.45 108000 | 1 0.01 98.46 108290 | 1 0.01 98.47 111230 | 1 0.01 98.48 111420 | 1 0.01 98.49 111500 | 1 0.01 98.50 112040 | 1 0.01 98.51 112760 | 1 0.01 98.52 112880 | 1 0.01 98.53 118240 | 1 0.01 98.54 119840 | 1 0.01 98.55 121270 | 1 0.01 98.56 121430 | 1 0.01 98.57 122190 | 1 0.01 98.58 122610 | 1 0.01 98.59 122660 | 1 0.01 98.60 123420 | 1 0.01 98.61 124060 | 1 0.01 98.62 125350 | 1 0.01 98.63 125910 | 1 0.01 98.64 127860 | 1 0.01 98.65 130370 | 1 0.01 98.66 131490 | 1 0.01 98.67 132500 | 1 0.01 98.68 135160 | 1 0.01 98.69 136240 | 1 0.01 98.70 137320 | 1 0.01 98.71 137870 | 1 0.01 98.72 138330 | 1 0.01 98.73 141620 | 1 0.01 98.74 142160 | 1 0.01 98.75 142340 | 1 0.01 98.76 143150 | 1 0.01 98.77 145600 | 1 0.01 98.78 145830 | 1 0.01 98.79 146200 | 1 0.01 98.80 146310 | 1 0.01 98.81 146390 | 1 0.01 98.82 146400 | 1 0.01 98.83 146710 | 1 0.01 98.84 147250 | 1 0.01 98.85 147370 | 1 0.01 98.86 148320 | 1 0.01 98.87 149960 | 1 0.01 98.88 152380 | 1 0.01 98.89 155040 | 1 0.01 98.90 156670 | 1 0.01 98.91 158930 | 1 0.01 98.92 159240 | 1 0.01 98.93 162940 | 1 0.01 98.94 166630 | 1 0.01 98.95 167400 | 1 0.01 98.96 167600 | 1 0.01 98.97 168100 | 1 0.01 98.98 168640 | 1 0.01 98.99 172780 | 1 0.01 99.00 176790 | 1 0.01 99.01 179570 | 1 0.01 99.02 182240 | 1 0.01 99.03 182870 | 1 0.01 99.04 186230 | 1 0.01 99.05 186280 | 1 0.01 99.06 188080 | 1 0.01 99.07 188820 | 1 0.01 99.08 191180 | 1 0.01 99.09 195590 | 1 0.01 99.10 198190 | 1 0.01 99.11 199870 | 1 0.01 99.12 200360 | 1 0.01 99.13 202200 | 1 0.01 99.14 202970 | 1 0.01 99.15 204140 | 1 0.01 99.16 204200 | 1 0.01 99.17 206630 | 1 0.01 99.18 210840 | 1 0.01 99.19 211640 | 1 0.01 99.20 211660 | 1 0.01 99.21 214970 | 1 0.01 99.22 215220 | 1 0.01 99.23 216320 | 1 0.01 99.24 216810 | 1 0.01 99.25 216970 | 1 0.01 99.26 217720 | 1 0.01 99.27 218590 | 1 0.01 99.28 218700 | 1 0.01 99.29 220720 | 1 0.01 99.30 223490 | 1 0.01 99.31 224160 | 2 0.02 99.33 224230 | 1 0.01 99.34 224380 | 1 0.01 99.35 225680 | 1 0.01 99.36 225830 | 1 0.01 99.37 230490 | 1 0.01 99.38 249060 | 1 0.01 99.39 255470 | 1 0.01 99.40 259840 | 1 0.01 99.41 260480 | 1 0.01 99.42 265420 | 1 0.01 99.43 270000 | 1 0.01 99.44 271590 | 1 0.01 99.45 274110 | 1 0.01 99.46 288880 | 1 0.01 99.47 291420 | 1 0.01 99.48 294290 | 1 0.01 99.49 296170 | 1 0.01 99.50 300800 | 1 0.01 99.51 301680 | 1 0.01 99.52 308370 | 1 0.01 99.53 309590 | 1 0.01 99.54 311050 | 1 0.01 99.55 317820 | 1 0.01 99.56 318420 | 1 0.01 99.57 325720 | 1 0.01 99.58 336310 | 1 0.01 99.59 337240 | 1 0.01 99.60 337780 | 1 0.01 99.61 337800 | 1 0.01 99.62 349780 | 1 0.01 99.63 356630 | 1 0.01 99.64 357000 | 1 0.01 99.65 390420 | 1 0.01 99.66 391380 | 1 0.01 99.67 392040 | 1 0.01 99.68 399250 | 1 0.01 99.69 401380 | 1 0.01 99.70 414410 | 1 0.01 99.71 419810 | 1 0.01 99.72 421830 | 1 0.01 99.73 432500 | 1 0.01 99.74 441680 | 1 0.01 99.75 445210 | 1 0.01 99.76 461850 | 1 0.01 99.77 462120 | 1 0.01 99.78 476050 | 1 0.01 99.79 479360 | 1 0.01 99.80 490640 | 1 0.01 99.81 491470 | 1 0.01 99.82 522440 | 1 0.01 99.83 533640 | 1 0.01 99.84 593760 | 1 0.01 99.85 607010 | 1 0.01 99.86 629830 | 1 0.01 99.87 656580 | 1 0.01 99.88 660660 | 1 0.01 99.89 717320 | 1 0.01 99.90 754710 | 1 0.01 99.91 774160 | 1 0.01 99.92 794100 | 1 0.01 99.93 836330 | 1 0.01 99.94 841180 | 1 0.01 99.95 920280 | 1 0.01 99.96 937530 | 1 0.01 99.97 1075540 | 1 0.01 99.98 1145430 | 1 0.01 99.99 1710150 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018