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Last active Feb 27, 2016

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Seasonality of ER products, small multiples
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readMe.md
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index.html
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<div class="projectTitle">Seasonality of products involved in ER visits, sorted by most to least seasonal</div>
<div class="projectDesc">For each product type and month, the chart shows the percent of accidents involving that product that took place in that month. For example, in 2014, just over 70% of all ER visits related to Fireworks occured in July. The products are sorted from most to least seasonal, ending with "stair/steps" accidents which are essentially equally likely in any month.</div>
<div class="projectDesc">The dashed line at 8.3% shows an "average" month. The y-scale emphasizes values between 0 and 20%, to better reveal the differences in seasonality between 0 occurances and 2x an average month.</div>
<div class="productDesc">Inspired by and adapted from Nathan Yau's <a href="http://flowingdata.com/2016/02/09/why-people-visit-the-emergency-room/">Why People Visit the Emergency Room</a>.</div>
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products-monthly-2014-top250.tsv
Code m1 m2 m3 m4 m5 m6 m7 m8 m9 m10 m11 m12 Title
0115 1457 1070 1228 1418 1204 1539 1231 1016 1595 1300 1909 1576 Vacuum cleaners
0127 490 416 680 436 576 356 473 479 546 617 594 593 Clothes dryers, not specified
0140 852 859 927 923 914 736 1539 843 1760 1730 839 1358 Washing machines, other or not specified
0214 605 406 419 760 612 495 691 618 537 605 471 863 Dishwashers
0215 717 565 548 698 808 1182 555 844 472 928 268 916 Electric blenders
0264 590 479 802 427 1124 333 1278 882 928 250 465 517 Microwave ovens
0276 2296 1847 2165 3436 2017 3338 3681 3941 2908 4275 2573 3123 Refrigerators
0281 2092 2219 2641 1935 2637 1846 1778 1799 1775 2468 2490 2607 Ranges or ovens, not specified
0342 750 562 625 651 654 749 633 826 579 834 1233 1055 Fireplaces, not specified
0374 1722 1455 3149 2054 2554 1912 2602 2483 2266 2005 1329 1490 Pipes (excluding smoking pipes)
0379 704 361 948 606 258 370 396 417 160 546 817 928 Radiators (excluding vehicle radiators)
0380 353 615 642 830 1625 1485 2110 1710 1838 1112 934 642 Fans
0381 309 272 359 639 1250 2467 2413 1196 935 707 999 449 Air conditioners
0393 1402 1300 780 632 415 253 265 163 525 828 555 1176 Heaters or heating systems, other or not specified
0413 2501 3215 2720 3270 3589 2790 1857 3574 3545 3137 3101 2430 Waste containers, trash baskets or refuse bins
0420 886 1073 1463 828 1244 1186 1202 1068 1061 598 1151 1297 Manual scissors
0428 436 958 841 637 869 1155 1008 699 777 740 1274 1266 Kitchen gadgets, not elsewhere classified
0431 587 420 762 265 571 103 645 636 645 239 693 726 Toothpicks or hor d'oeuvres picks
0438 1271 1062 1767 975 947 844 1112 1364 634 1556 1043 1236 Laundry baskets
0450 602 574 548 700 528 983 1189 674 1316 1191 1384 1588 Scissors, not specified
0463 462 306 806 617 466 582 744 463 479 1156 845 1221 Candles, candlesticks and other candle holders
0464 23655 19461 26882 24897 27289 26322 30054 27638 26907 27828 29914 29921 Knives, not elsewhere classified
0466 1643 1212 1788 1528 2338 1259 1562 2221 1790 1389 1631 1755 Cookware, not specified
0469 2158 1728 2194 2433 1804 1574 1588 2404 1885 2162 2614 2794 Slicers and choppers
0474 6277 5008 5379 6005 5705 6081 6312 6894 5823 5317 5552 6549 Tableware and accessories (excluding drinking glasses)
0478 5150 3569 5014 4467 6174 5298 5277 5484 4724 5272 4699 4534 Drinking glasses
0480 1476 1716 2276 2098 2458 2036 3399 3349 2542 3143 1688 1998 Manual cleaning equipment (excluding buckets orpails)
0519 788 472 660 576 552 1016 754 847 565 951 1410 825 Television tables or stands
0546 743 761 1191 610 1122 1125 937 1500 851 1025 680 1119 Stereo or hi-fi components or accessories (excluding self-contained units)
0550 1784 878 2107 1982 1267 1694 1327 2083 1673 1472 1884 2258 Telephones or telephone accessories
0557 2801 1759 3046 1668 1540 1843 1865 1754 1745 1959 1965 2877 Computers (equipment and electronic games)
0566 599 436 793 507 869 605 945 857 967 725 598 553 Musical instruments, not electric or not battery operated or not specified
0572 3532 3142 3317 3677 3532 4335 4028 3415 2838 2960 3226 3976 Televisions
0604 8177 7288 8656 7459 9960 8215 8453 8161 8851 9677 9455 9708 Desks, dressers, chests, bureaus, or buffets
0611 19271 18941 22990 22460 25531 24536 26936 26334 26062 24406 22285 25529 Bathtubs or showers
0612 2484 2250 1588 1680 1641 1687 1323 1525 1827 1722 1744 2681 Runners, throw rugs or doormats (excluding bathtub mats)
0613 1396 1679 1082 999 1205 836 1282 1411 1158 1473 1781 992 Room-sized, wall-to-wall or outdoor carpeting (excluding runners)
0618 738 714 482 1141 802 1296 1231 678 675 1428 1395 1006 Stepladders (excluding step stools)
0620 822 637 865 1474 1590 826 1165 849 1487 975 1669 1571 Step stools
0627 858 329 669 780 790 586 866 1156 1187 610 495 1440 Light bulbs (excluding Christmas tree light bulbs)
0648 1764 1122 1983 1563 1566 1876 1548 1817 1788 1993 1940 2029 Sinks (excluding faucets)
0649 6626 6043 7914 6816 8300 8066 8707 8937 9410 8389 7199 8626 Toilets
0652 840 905 1302 1041 737 1258 1557 1141 1530 1277 1694 1661 Pictures, picture frames or wall decorations
0654 1063 1006 996 1193 1082 977 1888 2271 1430 833 1422 1203 Knickknacks, statues, vases or urns
0661 3222 2502 3824 2438 2943 3228 2700 3402 2394 2808 3219 2873 Bunk beds
0666 483 492 532 635 774 681 584 536 615 687 520 688 Towels or cloths
0670 1403 1798 1631 1900 1641 2384 2243 2286 2825 2289 2943 2683 Chair, recliner
0671 613 458 385 719 461 973 753 590 332 699 548 557 Chair, rocking
0676 6045 6421 6471 6831 7333 5845 7462 8305 6384 7454 7976 8080 Rugs or carpets, not specified
0679 14486 12541 14984 14358 15163 14885 16346 14895 14711 15447 16136 16469 Sofas, couches, davenports, divans or studio couches
0687 2165 2059 2322 3427 3156 3412 3867 4327 3419 3250 2515 2490 Benches (excluding work benches)
0689 378 802 552 782 469 345 755 694 542 250 505 944 Blankets, not specified
0698 518 246 567 380 431 751 608 867 718 354 842 179 Hot tubs or home spas
0814 728 449 1131 1379 2132 1886 2053 2249 1297 2041 853 1393 Hoists, lifts, jacks or jack stands
0827 1314 1515 1667 2360 3024 2617 2665 2843 2619 1937 1805 904 Hammers
0828 442 616 785 484 762 628 579 417 214 436 423 768 Screwdrivers
0832 990 606 731 922 1106 758 834 1098 1499 1216 1508 503 Portable circular power saws
0835 459 780 468 508 373 935 979 546 474 779 699 789 Toolboxes or tool kits (excluding tools)
0836 3140 2942 3070 3002 4013 4151 3272 3495 3364 3426 4133 3446 Knives with replaceable blades
0837 213 274 628 352 881 930 389 562 667 611 204 455 Wire, not specified
0841 2757 1784 2498 3469 4013 2674 2627 2719 3472 2151 2321 2715 Bench or table saws
0845 1431 574 1408 1319 970 1358 742 1154 880 1390 821 964 Saws, not specified
0847 531 601 698 705 1089 1217 1022 992 873 920 586 63 Drills, not specified
0852 497 125 727 555 742 556 1184 800 346 372 135 534 Rope or string
0857 564 405 1067 715 1147 934 1507 1090 985 628 1132 1236 Pliers, wire cutters or wrenches
0881 440 109 613 940 313 391 418 499 546 877 111 646 Other manual workshop tools
0884 1313 932 1047 671 577 680 720 740 1646 831 1673 873 Batteries
0893 727 1240 2554 3036 2914 3355 2598 2317 2296 2648 1813 1535 Tools, not specified
0895 566 359 1034 1051 749 779 514 1422 1028 959 655 702 Power saws, other or not specified
0896 778 775 1050 1378 1292 1363 1674 1116 1153 1001 1123 692 Welding equipment
0897 576 365 567 750 932 236 603 716 666 528 422 508 Power workshop grinders, buffers or polishers
0899 952 869 1242 1483 2872 2772 1832 1423 2695 2722 1381 1219 Workshop grinders, buffers, or polishers
0909 505 608 398 100 728 897 880 653 513 513 159 402 Adhesives (excluding tapes)
0910 641 601 413 894 1173 884 1114 2013 879 695 1054 985 Gasoline
0921 562 273 786 572 629 487 610 366 356 364 680 196 Chemicals, not elsewhere classified
0949 1595 1139 1459 1427 1990 2055 1671 1312 1899 1782 1560 1977 Laundry soaps or detergents
0954 1218 1258 957 622 1090 1325 991 1235 971 1193 859 1305 General purpose household cleaners
0956 1356 1067 1855 1820 2095 1662 1812 2319 1203 1838 881 1224 Bleaches (noncosmetic)
0960 530 309 399 935 1056 824 954 1006 1135 883 1087 137 Paints, varnishes or shellacs
0983 983 1764 1663 1924 2028 1764 1645 1520 1478 2003 2107 1474 Soaps (excluding detergents)
1112 5294 4492 4820 4346 4394 4272 5624 5775 6160 4550 4233 5094 Metal containers
1114 975 622 804 805 555 736 1046 982 874 1418 1282 1253 Cardboard products
1122 1090 779 190 1062 1229 794 1170 1464 1657 945 845 1043 Glass alcoholic beverage bottles
1123 645 361 133 309 854 505 773 618 798 607 517 472 Plastic containers (rigid or semi-rigid, excluding bottles and jars)
1125 286 393 719 1270 834 532 817 995 761 419 151 583 Wooden containers
1127 55 695 257 731 602 1260 510 797 213 619 282 359 Nonglass bottles or jars (excluding baby bottles)
1130 826 578 305 426 447 865 566 578 717 370 466 596 Plastic bags
1135 440 613 1025 1510 991 1732 1450 1232 1777 1107 958 1197 Bottles or jars, not specified
1137 1766 1825 1957 1891 2228 1885 2278 1721 1914 2005 1832 3034 Paper products (excluding bags, cups, straws and cardboard products)
1140 713 841 710 1048 1312 1201 1931 1474 1133 1240 753 1120 Glass bottles or jars, not specified
1141 8174 7835 8486 7837 10036 10870 10771 10285 10108 9304 8103 12077 Containers, not specified
1143 575 832 482 1206 1198 1240 944 1172 1476 795 932 801 Buckets or pails
1144 3185 3080 3562 2840 2275 3853 4126 3978 3744 2864 2869 2900 Bags, not elsewhere classified
1200 4797 5326 6382 5775 8543 3575 2287 5131 9505 10438 5487 5429 Sports and recreational activity, not elsewhere classified
1205 48853 46854 47015 51816 51099 44735 36556 32142 36557 35782 38463 45181 Basketball (activity, apparel or equipment)
1206 1483 1173 1761 1389 1339 1177 801 1088 1732 1692 1225 1577 Bowling (activity, apparel or equipment)
1207 686 1177 1633 1871 1698 1638 1525 1530 1417 1077 859 1120 Boxing (activity, apparel or equipment)
1211 9599 7849 11614 12694 20951 14577 14552 54095 103902 94237 34874 13359 Football (activity, apparel or equipment)
1212 839 1107 1928 1771 3858 2886 4217 3246 3305 1990 2211 1751 Golf (activity, apparel or equipment)
1213 450 603 804 461 1742 1533 1840 1650 2054 915 962 1205 Golf carts
1215 454 964 2336 3446 3449 1161 1056 201 310 439 735 684 Lacrosse (activity, apparel or equipment)
1217 6617 6341 1185 20 0 0 150 16 16 82 938 1153 Sleds
1233 3958 4732 8654 13466 13916 11104 11633 9640 8762 7991 5262 4234 Trampolines
1237 1024 783 1220 1055 681 1235 859 619 581 878 1067 1421 Gas, air or spring-operated guns (including BB guns)
1239 2910 2697 3303 4075 5371 5013 5601 6187 4904 4887 2753 2244 Horseback riding (activity, apparel or equipment)
1240 595 106 856 429 343 891 373 692 478 307 463 519 Aquariums or accessories
1242 2181 1485 3444 5642 6808 5554 4748 5511 4893 4244 3120 1827 Slides or sliding boards
1244 2522 3035 4240 7751 11212 7640 5947 8176 12605 9469 4038 3081 Playground gyms or other playground climbing apparatus
1261 703 299 464 965 1292 929 3271 2076 1592 1242 942 1307 Surfing (activity, apparel or equipment)
1266 2124 3267 3816 4481 3826 3157 3363 5225 8719 6877 3320 2851 Volleyball (activity, apparel or equipment)
1267 11988 12887 14443 18852 23890 17974 18328 19913 37834 30518 18728 11775 Soccer (activity, apparel or equipment)
1270 9502 4904 3013 1829 1474 1013 1005 868 1055 1601 4977 7736 Wrestling (activity, apparel or equipment)
1272 2660 2733 2467 2625 2898 2256 3111 3457 3538 3144 2517 2197 Gymnastics (activity, apparel or equipment)
1279 2219 1660 1879 229 415 403 661 301 1260 2001 2726 3846 Ice hockey (activity, apparel or equipment)
1284 327 947 1196 2487 5959 11475 15358 8056 4027 1706 748 344 Swimming pools, not specified
1290 1207 2249 1625 191 80 74 0 82 0 0 139 626 Snowmobiles (activity, apparel or equipment)
1293 921 1221 2170 1746 2555 3203 3879 3598 2742 2838 859 1482 Amusement attractions (including rides)
1294 1124 962 948 1502 921 1084 902 1270 2385 2075 1355 804 Bleachers
1313 517 57 210 176 338 447 7288 586 0 47 16 596 Fireworks
1329 2450 2650 3470 6682 6294 5855 6200 6806 4672 3505 3195 3199 Scooters, unpowered
1333 5654 5944 8783 10711 12194 10986 14973 12481 11154 11125 7105 7012 Skateboards
1345 545 512 318 267 794 622 739 484 626 609 563 470 Building sets
1381 454 303 585 894 676 440 686 832 823 406 291 399 Toys, not elsewhere classified
1395 3375 2814 3280 3893 3134 4358 4964 4443 4957 4929 3227 3318 Toys, not specified
1401 162 94 137 1450 3387 1846 2616 1535 990 1549 251 31 Power lawn mowers, not specified
1403 1347 2091 1517 3706 3627 2688 2608 2281 1466 2881 2493 1592 Other unpowered garden tools
1406 2536 3429 417 242 0 0 0 74 90 0 673 843 Snow throwers/blowers
1411 1341 1564 2459 2889 2660 2908 3011 2419 3065 3530 1914 1640 Chain saws
1413 826 519 865 817 2092 1084 2418 1145 971 1098 870 676 Greenhouse or gardening supplies
1414 437 581 632 1249 1669 1631 1604 1221 1009 1215 1041 336 Garden hoses, nozzles or sprinklers
1415 14555 22582 6008 412 163 103 0 0 0 0 2577 1328 Manual snow or ice removal tools
1422 162 139 362 1178 2359 2029 2461 2641 1812 983 628 487 Riding power lawn mowers
1426 1348 704 1447 737 823 1794 1348 775 1318 1244 1394 1370 Hatchets or axes
1439 117 438 674 2439 8104 6251 8152 6406 4585 2619 1218 500 Lawn mowers, not specified
1447 350 582 945 1611 2430 2839 4244 2023 3188 2153 1266 540 Pruning or trimming equipment, not specified
1457 830 599 569 412 534 708 530 704 1004 1041 685 1170 Log splitters
1464 96 167 307 477 2235 2091 2320 2112 1634 617 145 90 Lawn trimmers or edgers, powered
1465 712 788 432 671 1019 1010 843 981 860 1280 1058 389 Decorative yard equipment, excluding water features
1506 586 446 950 1177 1206 1037 706 732 1145 633 965 1017 Baby gates or barriers
1519 1065 880 1258 1063 1536 949 1322 696 943 1433 987 757 Car seats (for infants or children)
1522 295 493 1072 1195 1115 1188 1641 1641 1845 1588 280 932 Baby strollers
1543 690 702 692 586 705 991 786 525 448 639 411 577 NA
1555 833 309 761 910 367 543 836 846 832 671 850 830 NA
1615 10853 9255 12145 11849 14229 15045 14030 13598 13680 12928 9615 9715 Footwear
1616 7664 8419 8685 8719 9547 9005 7372 9236 7779 7854 7439 7763 Jewelry (excluding watches)
1623 766 1102 1059 762 1517 1339 2319 2151 1055 1055 1098 1653 Luggage (excluding foot lockers)
1645 5339 3817 4815 5489 4801 3527 4625 4465 5015 5025 5773 5514 Day wear
1647 997 1212 792 788 632 1013 701 1342 1062 1344 1298 1013 Clothing accessories
1650 719 1239 1027 915 707 553 522 715 624 882 1180 799 Desk supplies (excluding pens and pencils)
1658 1502 1568 1604 1786 1778 1577 1489 1770 1588 2073 2101 1698 Clothing, not specified
1659 1188 1117 1525 1688 1415 1836 1536 1437 1437 1134 1681 1308 Manicuring devices
1661 2292 2722 3339 3446 3501 3101 2895 2254 3436 2522 2646 2609 Nonelectric razors or shavers
1667 1279 1316 925 1590 1507 1232 1287 1426 1748 2022 1194 1530 Razors or shavers, not specified
1669 712 601 758 852 758 1028 900 902 911 539 877 734 Pins and needles (excluding safety pins and knitting needles)
1679 2357 2336 3114 3668 2837 2938 3113 3583 2362 2842 2593 3690 Grocery or shopping carts
1682 1117 931 1313 1292 1112 1009 1296 1444 1420 1698 1601 1628 Hair curlers, curling irons, clips & hairpins
1684 633 656 438 661 195 1232 1020 654 802 585 738 945 Carts, other or not specified
1685 1233 1281 1384 1530 1884 1020 812 797 2097 1558 2113 1503 Pens and pencils
1686 3015 2406 2557 2607 3263 3673 3926 3607 3449 2149 2561 3137 Coins
1715 3508 3345 3963 4988 5118 4086 4474 6203 4366 5416 4643 5389 Pet supplies (excluding foods and medicines)
1726 515 639 753 1183 1117 341 0 295 1090 847 873 1056 Lockers
1738 609 368 459 737 728 561 752 684 432 678 677 544 Public equipment, not elsewhere classified (including conveyor belts, signs)
1744 321 791 526 947 928 1628 1123 1444 1465 1482 1024 1030 Motorized vehicles, not elsewhere classified (three or more wheels)
1807 86820 76833 83738 80303 91455 85455 107129 102229 99759 104222 100501 112984 Floors or flooring materials
1812 574 89 236 540 461 863 551 638 676 569 243 696 Gutters, drainpipes, downspouts or run-off pipes
1817 8088 6774 7364 9741 13695 13481 16767 13252 12106 10920 9018 8418 Porches, balconies, open-side floors or floor openings
1819 4927 4202 7271 9047 12378 12090 14490 10302 9042 8113 6486 5087 Nails, screws, tacks or bolts
1820 1146 715 1514 1182 1398 1240 1293 1094 1268 1219 833 1112 Cabinet or door hardware
1829 2251 2034 2308 2476 3324 2815 2426 2452 3263 1941 1968 2140 Handrails, railings or banisters
1842 98702 86513 92424 88509 96657 91862 91084 93370 95587 98626 101966 100043 Stairs or steps
1843 1131 641 1615 887 966 705 1385 1507 1282 1493 1377 1171 Ramps or landings
1864 3748 3500 3841 2974 3474 3030 4275 3739 3420 3997 4127 3520 Counters or countertops (excluding bars)
1865 1652 2378 2680 3664 4537 2646 3006 3586 2957 3413 3374 2153 Poles
1866 1326 1046 1845 812 1006 806 1089 1160 1481 588 680 1288 General home or room involvement in fires
1870 1483 597 1273 1313 1776 1089 1687 542 1402 912 887 818 Windowsills or frames
1871 4298 4404 7927 9195 11452 12207 10875 10590 9180 8767 7209 5313 Fences or fence posts
1876 421 1121 1113 794 1631 1227 1258 1702 1565 1309 774 476 House repair or construction materials, not elsewhere classified
1878 4617 3601 4216 4051 5256 4015 4382 4555 4503 3812 4324 4768 Doorsills or frames
1884 21860 20062 23490 21906 25648 22233 25910 24005 22839 24923 25449 26402 Ceilings and walls
1886 1300 525 808 822 1263 807 1704 1337 910 1290 1045 1156 Garage doors (excluding automatic garage doors or door openers)
1887 258 334 527 499 923 339 929 242 470 442 569 246 Tool sheds
1889 295 843 657 543 761 1061 1303 1781 966 909 769 563 Elevators or other lifts
1890 1075 698 914 1016 1274 1236 757 837 996 795 1252 1307 Escalators
1892 1276 1718 2010 1374 1815 3009 2974 3223 2258 1372 2271 2037 Glass doors or doors with glass panels
1893 19352 17162 24451 22640 25597 24228 25121 24188 23110 22122 22057 20122 Doors, other or not specified
1894 4724 4528 6704 7236 9727 11460 11774 9433 9444 7593 6873 5657 Windows and window glass, other than storm windows
1928 441 663 712 739 522 202 189 420 379 337 754 460 Antihistamines
1930 557 435 977 769 545 372 582 876 226 640 1146 884 Aspirin substitutes
1931 2545 2055 2946 2020 2575 2735 2539 3650 1813 2683 2500 1757 Tablet or capsule drugs
1932 378 373 349 472 607 483 706 748 344 460 342 660 Other drugs or medications
1934 2362 3257 3235 2084 3361 3157 2806 2648 3003 2542 2394 3908 Hot water
1936 753 440 503 872 385 649 646 591 270 555 290 121 BBs or pellets
3200 0 0 14 160 775 1352 2067 1355 566 347 0 0 Water tubing
3215 374 454 764 1144 1313 1463 1925 1968 1470 1366 1122 335 Mopeds or power-assisted cycles
3216 5281 5750 6735 5485 5628 3759 3738 3249 3588 4313 3562 2745 Roller skating (activity, apparel or equipment)
3219 1161 377 1967 1955 3521 2701 3099 2982 2699 2396 1505 1013 Other playground equipment
3223 1270 2267 3498 5502 9489 9932 11338 8195 5752 3474 1928 1674 Fishing (activity, apparel or equipment)
3234 1667 917 1192 1241 1371 571 311 284 2290 1466 444 80 Rugby (activity, apparel or equipment)
3235 1909 2036 2892 3069 4535 3656 2457 2189 2861 3213 2487 2061 Other ball sports (activity, apparel or equipment)
3236 563 563 1230 1366 1388 833 451 685 753 1228 882 469 Ball sports (activity, apparel or equipment), not specified
3246 1431 1294 2957 5976 7237 6672 6090 6029 5058 5625 1562 1180 Swings or swing sets (excluding portable baby swings)
3249 323 315 764 513 1269 1640 1430 944 1069 873 259 145 Grills, not specified
3251 374 377 363 572 1585 2826 3879 2018 1219 681 249 573 Built-in swimming pools
3254 3527 2376 2147 1123 1368 1691 2008 2832 5116 6881 3713 2801 Cheerleading (activity, apparel or equipment)
3255 4648 3330 1818 642 381 375 623 508 504 896 2234 4081 Ice skating (activity, apparel or equipment)
3257 2493 2165 2709 2713 2229 2419 2035 2067 2277 3482 3001 1785 Martial arts (activity, apparel or equipment)
3259 251 461 618 971 1413 1474 1499 1800 863 1030 339 463 Go-carts
3265 8285 7432 9161 9972 8837 7704 8676 8096 8356 8469 6348 6496 Weight lifting (activity, apparel or equipment)
3272 2972 2832 2708 2254 2514 1172 1371 951 1502 2798 2774 2141 Hockey (activity, apparel or equipment), not specified
3273 898 1565 1317 2223 2655 2251 2164 2154 2151 2000 1400 1192 Playground equipment, not specified
3274 859 1127 1827 2716 5064 16195 20863 12005 4577 2082 1337 842 Swimming (activity, apparel or equipment; excluding flotation devices)
3277 5198 5029 6315 5595 4527 4282 4405 5279 6032 4081 4231 4235 Exercise equipment (excluding weight lifting or gymnastic equipment)
3278 3797 4661 4458 3894 4172 4553 3109 5284 5048 5268 4841 4323 Dancing (activity, apparel or equipment)
3283 9740 13131 8630 1395 29 0 0 0 0 0 160 2907 Snow skiing (activity, apparel or equipment)
3284 1294 1221 1420 1957 2054 1608 2280 1510 1830 1848 1409 912 Tennis (activity, apparel or equipment)
3286 2745 3795 5521 7147 8753 8860 10057 7637 8303 6319 4449 4629 All-terrain vehicles (four wheels)
3287 851 1605 1718 2234 2932 1463 2934 2619 2246 1833 1364 885 All-terrain vehicles (number of wheels not specified)
3294 0 0 0 478 1275 1515 1599 1553 269 170 0 0 Water slides, backyard/home
3297 552 806 1083 1255 1017 1553 1047 1174 1009 1010 408 626 In-line skating (activity, apparel or equipment)
3299 18499 16244 24033 25372 24955 27733 30639 30000 30455 27087 21243 19582 Exercise
4004 1612 1219 1907 2027 2309 2061 2910 2637 2579 1698 1416 1074 Mirrors or mirror glass (excluding lighted make-up mirrors)
4010 800 658 1579 729 818 1222 705 1388 779 1507 1077 1562 Mattresses, not specified
4014 6551 8028 7419 8189 8591 9195 9903 8837 10378 9827 8489 8529 Furniture, not specified
4016 204 383 77 227 752 1231 711 582 766 560 648 745 Beach chairs or folding chairs
4025 1003 811 1203 1017 1373 1226 1890 764 1251 798 1149 1887 Barstools or kitchen stools
4047 626 582 768 655 664 537 806 665 781 806 724 463 Books, magazines, albums or scrapbooks
4050 222 492 707 436 739 612 837 626 450 799 361 686 Pillows (excluding water pillows)
4051 711 460 258 509 806 642 552 877 790 736 855 403 Sheets or pillowcases
4056 9231 8266 8635 9147 9554 10804 10953 10860 10166 10361 9729 10626 Cabinets, racks, room dividers and shelves, not elsewhere classified
4057 18788 16902 21672 19479 21152 20886 23089 24441 21601 21989 21813 21990 Tables
4071 685 491 485 754 631 945 828 752 447 408 717 281 Floor lamps or table lamps, electric (excluding halogen lamps)
4074 21697 21035 25191 25328 24813 24008 25376 27605 27043 27129 26892 27555 Chairs, other or not specified
4075 677 483 533 725 132 362 1204 231 460 722 1075 597 Bed rails
4076 49358 42112 46384 46551 51685 51895 54499 58648 57664 52501 55810 53195 Beds or bedframes, other or not specified
4077 681 717 546 935 1326 1100 501 887 983 1272 967 537 Extension or straight ladders
4078 8203 6701 8922 11251 13939 14515 15409 14157 13982 15769 14727 12726 Ladders, other or not specified
4079 952 260 360 701 574 477 880 498 739 586 789 917 Footstools, ottomans or hassocks
4080 1540 1313 1897 1898 1911 2082 1852 2137 2339 2503 3066 2483 Stools, other or not specified
4081 594 525 739 784 665 696 1088 556 771 1231 1045 1296 Cords, electrical, other or not specified
5011 485 794 1127 669 588 709 319 1175 1300 682 754 448 Book bags or back carriers (excluding baby carriers, luggage and camping equipment)
5016 1203 890 1403 1892 2177 2310 1380 1714 1564 1207 1010 1508 Balls, other or not specified
5017 288 418 676 894 1081 1067 1082 1301 1265 860 729 246 Flying discs and boomerangs
5021 606 961 1058 1043 682 729 1044 1637 902 1196 1091 865 Toy vehicles (excluding riding toys)
5030 903 1617 3971 6522 5616 1078 910 1113 2435 2633 1260 577 Track and field (activity, apparel or equipment)
5031 10190 9504 5819 883 102 0 0 0 98 98 856 3824 Snow boarding (activity, apparel or equipment)
5033 501 353 246 479 890 1096 935 1311 876 1034 339 644 Mountain or all-terrain bicycles or accessories
5034 1491 3683 8393 14695 14699 14493 9804 8511 7971 6468 2910 1413 Softball (activity, apparel or equipment)
5036 1494 1974 3267 5648 7294 5434 5982 6824 5773 4094 2542 2159 Two-wheeled, powered, off-road vehicles
5040 17671 19029 29568 44724 57226 63045 62125 63793 49957 40358 26171 21870 Bicycles or accessories
5041 1778 4824 11383 19692 26568 21130 14417 6765 7442 8086 4764 2057 Baseball (activity, apparel or equipment)
Raw
stl.css
body {
font: 14px 'Inconsolata', Monaco, "Lucida Console", Consolas, "Courier New";
}
.projectTitle {
margin-left: 40px;
}
.projectDesc{
margin-left: 40px;
font-size: 12px;
max-width: 800px;
margin-top: 14px;
}
.hidden {
display: none;
}
.product path {
fill: none;
stroke: blue;
stroke-linejoin: round;
stroke-linecap: round;
stroke-width: 0.8px;
}
.axis path {
stroke: grey;
stroke-width: .4px;
}
.title {
font-size: 12px;
}
.tick line {
stroke: grey;
stroke-width: .4px;
}
.tick text {
fill: grey;
stroke: none;
font-size: 8px;
}
Raw
stl.js
"use strict";
var selected = false;
var months,
monthFormat = d3.time.format("%m");
var chartWidth = 200;
var chartHeight = 100;
var chartHeightMargin = 30;
var chartWidthMargin = 30;
var margin = {
top: 25,
right: 0,
bottom: 50,
left: 40
},
width = 1500 - margin.left - margin.right;
var numWide = Math.floor(width / (chartWidth + chartWidthMargin))
var height = margin.top + margin.bottom + (chartHeight + chartHeightMargin) * 250 / numWide;
var max_radius = 14;
var countFormat = d3.format(",.1%");
var x = d3.time.scale()
.range([0, chartWidth]);
//var y = d3.scale.linear().domain([-1, 7]).range([100, 0])
//var y = d3.scale.linear().domain([-1, 1, 5, 8]).range([100, 60, 35, 0])
var y = d3.scale.linear().domain([0, 1 / 6, .8]).range([chartHeight, chartHeight / 2, 0])
var xAxis = d3.svg.axis()
.scale(x)
.orient('bottom')
.tickSize('4')
.tickFormat(d3.time.format("%b"));
var yAxis = d3.svg.axis()
.scale(y)
.orient('left')
.tickSize('4')
.tickValues([1 / 12, 1 / 6, .3, .5, .7])
.tickFormat(d3.format(".1%"));
var yCat = d3.scale.linear().domain([0, 250 / numWide]).range([0, height - (chartHeight)])
var xCat = d3.scale.linear().domain([0, 4]).range([0, (chartWidth + chartWidthMargin) * 4])
var line = d3.svg.line()
.x(function(d) {
return x(d.date);
})
.y(function(d) {
return y(d.valueSeasonal);
});
var svg = d3.select("body").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
d3.tsv("products-monthly-2014-top250.tsv", type, function(error, products) {
console.log(products)
products.sort(function(a, b) {
return b.std - a.std
})
x.domain(d3.extent(months));
// Container for a product line and circles.
var product_container = svg.selectAll('.product')
.data(products)
.enter().append("g")
.attr("class", "product")
.attr("transform", function(d, i) {
return "translate(" + xCat(i % numWide) + "," + yCat(Math.floor(i / numWide)) + ")"
})
.attr("id", function(d) {
return "p" + d.code;
});
//
// Lines.
//
product_container.append('g')
.attr("transform", "translate(0," + y(0) + ")")
.attr("class", function(d) {
return "xAxis axis hidden id-" + d.code
})
.append('g').call(xAxis);
product_container.append('g')
//.attr("transform", "translate(0," + (chartHeight - 25) + ")")
.attr("class", function(d) {
return "hidden axis id-" + d.code
})
.append('g').call(yAxis);
product_container.append("path")
.attr("d", function(d) {
return line(d.values);
})
.attr("class", function(d) {
return d.code;
});
product_container.append("line")
.attr({
'x2': chartWidth,
'y1': y(1 / 12),
'y2': y(1 / 12),
'stroke-dasharray': '5,5',
'stroke': 'grey',
'stroke-width': '.5px'
})
product_container.append("line")
.attr({
'x2': chartWidth,
'y1': y(0),
'y2': y(0),
'stroke': 'grey',
'stroke-width': '.5px'
})
//
// Text
//
product_container.append('text')
.text(function(d) {
return d.name
})
.attr({
'x': 2,
'y': y(.73),
'class': function(d) {
return 'title hidden id-' + d.code
}
})
product_container.append("rect")
.attr({
'height': chartHeight,
'width': chartWidth,
'opacity': 0
})
.on('mouseover', function(d) {
d3.selectAll('.id-' + d.code).classed("hidden", false)
})
.on('mouseout', function(d) {
d3.selectAll('.id-' + d.code).classed("hidden", true)
});;
}); // @end d3.tsv()
function type(d, i) {
var calculateStd = function(data, mean) {
conslole.log('here')
var sumSquaredDiff = 0;
return
}
months = d3.range(1, 13).map(function(d) {
return monthFormat.parse(String(d));
}).filter(Number);
var product = {
code: d.Code,
name: d.Title,
values: null,
annualTotal: 0,
seasonalArray: []
};
for (var i = 1; i <= 12; i++) {
product.annualTotal = product.annualTotal + +d['m' + i]
}
product.mean = product.annualTotal / 12
product.values = months.map(function(m) {
var value = Number(d['m' + Number(monthFormat(m))])
var seasonal = value / product.annualTotal
//var seasonal = (value / (product.annualTotal / 12)) - 1
product.seasonalArray.push(seasonal)
return {
product: product,
date: m,
value: value,
valueSeasonal: seasonal
}
});
product.std = d3.deviation(product.seasonalArray)
return product;
}
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