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@nategood /README.md
Last active Aug 29, 2015

DUI Trends and Ride Sharing

DUI Arrests in Philadelphia

Judges recently ordered Uber and Lyft to cease operations in Pittsburgh stating "The commission is ... charged with ensuring the public safety." I decided to investigate how ride-sharing has impacted one of the biggest public safety dangers on the road, drunk driving. Sadly, the data available for Pittsburgh is incomplete so I turned to our sister city, Philadelphia, as they have had ride-sharing available since mid 2012. If you have questions, please feel free to contact me at code@nategood.com or via twitter, @nategood.

This data visualization takes a look at DUI trends in the Philadelphia area for the last decade and highlights the time frames where various ride sharing options became available in the area. The x-axis represents time (on a monthly interval) and the y-axis represents normalized DUI activity. Click on the menu items on the right aside to see the views of the data.

Summary Data

This visualization focuses on monthly trend data, however the birds eye aggregate data probably sums up the DUI trends most concisely. Prior to the introduction of any ride sharing services (i.e. from January 2004 up until January 2013), the average number of DUIs per month looked like this:

  • Overall: 1262.45
  • Under 30: 553.52
  • Over 30: 708.93

After all ride sharing services were in effect (April 2013 through the end of 2013), the average number of DUIs per month dropped across the board by 11%, with those under 30 being mostly responsible for the drop:

  • Overall: 1121.9 (11.1% decrease)
  • Under 30: 450.9 (18.5% decrease)
  • Over 30: 671 (5.3% decrease)

Notable Events

  • 5/12 Uber Black (a "high end" car service) launches
  • 1/13 Side Car launches, first low-cost, ride share option
  • 4/13 UberX, Uber's low-cost ride share option, launches in "South Jersey" servicing the Philadelphia Area
  • 6/13 Side Car is forced out of Philly, UberX continues strong

It appears the Side Car Philly account has been deleted very recently, thus the above links no longer reference their tweets.

The Data

The data for this visualization comes straight from the state's Uniform Crime Reporting system for the Philadelphia MSA. It specifically looked at Driving Under the Influence. The data spans from 2004 to the end of 2013. While the system does have some data for 2014 (and that data continues to exhibit these trends), the service warns that data is to be considered incomplete until the end of the year. For this reason, no 2014 data has been included.

The data points used for the visualization were normalized. The data plotted is the difference between the ten year average for that month and the current month. The csv included here shows this data in its raw form.

Disclaimers

  • As the famous adage goes, correlation does not equate to causation. There can always be other things in play here that are affecting these DUI trends.
  • I am a computer science professional and a data science enthusiast, but by no means a statistician.
  • I am a proponent of ride sharing services.
  • The decision to split the data by over/under 30 is based solely on my personal experiences, network, and conversations with UberX and Lyft drivers in the Pittsburgh market. I have reached out to Uber in hopes of getting some high level information about adoption among age groups in the Philadelphia market. Update: I am in contact with a few kind people at Uber Public Relations and will update this with any new information learnt.
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year month 18 19 20 21 22 23 24 25 30 35 40 45 50 55 60 65 total under over total_yoy_diff under_yoy_diff over_yoy_diff total_yoy_ratio under_yoy_ratio over_yoy_ratio yoy_diff ten_year_avg ten_year_avg_under ten_year_avg_over ten_year_diff under_ten_year_diff over_ten_year_diff ten_year_diff_ratio ten_year_diff_under_ratio ten_year_diff_over_ratio
2004 01 31 35 22 48 59 46 45 166 129 134 160 104 59 45 20 25 1128 452 676 1232.1 541.8 690.3 -104.1 -89.8 -14.3 -0.092287234 -0.1657438169 -0.0207156309
2004 02 25 34 33 52 53 54 53 184 145 134 126 132 49 42 14 17 1147 488 659 1194.5 525.9 668.6 -47.5 -37.9 -9.6 -0.0414123801 -0.0720669329 -0.0143583608
2004 03 27 48 49 52 51 67 55 184 124 141 146 116 59 53 18 17 1207 533 674 1349.1 595.7 753.4 -142.1 -62.7 -79.4 -0.1177299089 -0.1052543226 -0.1053889036
2004 04 28 33 39 50 55 50 49 155 132 109 132 103 72 40 20 17 1084 459 625 1277 555.3 721.7 -193 -96.3 -96.7 -0.1780442804 -0.1734197731 -0.1339891922
2004 05 17 41 39 45 63 43 44 197 141 128 153 99 62 35 16 16 1139 489 650 1307.3 565.8 741.5 -168.3 -76.8 -91.5 -0.147761194 -0.1357370095 -0.1233985165
2004 06 29 32 35 48 48 51 50 180 129 137 128 106 55 40 10 11 1089 473 616 1195.8 515.8 680 -106.8 -42.8 -64 -0.0980716253 -0.0829778984 -0.0941176471
2004 07 29 50 45 61 67 59 58 177 132 149 153 126 64 42 17 16 1245 546 699 1221.4 544.6 676.8 23.6 1.4 22.2 0.0189558233 0.0025706941 0.0328014184
2004 08 26 37 35 47 58 52 45 185 101 130 150 111 63 31 17 21 1109 485 624 1221.9 541.5 680.4 -112.9 -56.5 -56.4 -0.1018034265 -0.1043397969 -0.0828924162
2004 09 15 26 38 52 46 37 37 163 140 136 127 101 68 45 23 12 1066 414 652 1226.6 520.5 706.1 -160.6 -106.5 -54.1 -0.1506566604 -0.204610951 -0.0766180428
2004 10 33 53 42 48 60 60 53 164 141 137 156 127 75 43 30 18 1240 513 727 1221.2 523.9 697.3 18.8 -10.9 29.7 0.0151612903 -0.0208054972 0.0425928582
2004 11 25 35 43 47 52 53 57 154 122 135 158 99 59 54 24 18 1135 466 669 1244 530 714 -109 -64 -45 -0.0960352423 -0.120754717 -0.0630252101
2004 12 32 31 36 59 57 52 50 178 157 139 140 127 88 42 19 14 1221 495 726 1244.5 533.6 710.9 -23.5 -38.6 15.1 -0.0192465192 -0.0723388306 0.0212406808
2005 01 25 32 27 58 57 50 55 170 116 112 124 80 72 50 21 10 1059 474 585 -69 22 -91 -0.0611702128 0.0486725664 -0.1346153846 0.183287951 1232.1 541.8 690.3 -173.1 -67.8 -105.3 -0.1634560907 -0.1251384275 -0.1525423729
2005 02 22 45 41 46 50 48 47 183 134 106 118 99 49 36 12 18 1054 482 572 -93 -6 -87 -0.0810810811 -0.012295082 -0.1320182094 0.1197231274 1194.5 525.9 668.6 -140.5 -43.9 -96.6 -0.1333017078 -0.083475946 -0.1444810051
2005 03 29 52 35 44 64 51 62 207 132 145 133 114 79 46 23 21 1237 544 693 30 11 19 0.0248550124 0.0206378987 0.028189911 -0.0075520123 1349.1 595.7 753.4 -112.1 -51.7 -60.4 -0.0906224737 -0.086788652 -0.0801698965
2005 04 25 36 44 62 64 56 48 171 138 113 158 114 78 42 18 22 1189 506 683 105 47 58 0.0968634686 0.1023965142 0.0928 0.0095965142 1277 555.3 721.7 -88 -49.3 -38.7 -0.0740117746 -0.0887808392 -0.0536233892
2005 05 26 46 45 58 56 53 70 213 124 135 145 124 71 35 17 18 1236 567 669 97 78 19 0.0851624232 0.1595092025 0.0292307692 0.1302784332 1307.3 565.8 741.5 -71.3 1.2 -72.5 -0.0576860841 0.0021208908 -0.0977747808
2005 06 26 29 35 44 55 46 58 174 126 126 125 91 66 43 17 31 1092 467 625 3 -6 9 0.0027548209 -0.0126849894 0.0146103896 -0.027295379 1195.8 515.8 680 -103.8 -48.8 -55 -0.0950549451 -0.0946103141 -0.0808823529
2005 07 41 42 47 61 60 58 44 168 108 117 137 109 70 35 22 16 1135 521 614 -110 -25 -85 -0.0883534137 -0.0457875458 -0.121602289 0.0758147432 1221.4 544.6 676.8 -86.4 -23.6 -62.8 -0.076123348 -0.0433345575 -0.0927895981
2005 08 34 46 39 46 67 54 65 177 132 127 116 105 69 26 25 15 1143 528 615 34 43 -9 0.0306582507 0.0886597938 -0.0144230769 0.1030828707 1221.9 541.5 680.4 -78.9 -13.5 -65.4 -0.0690288714 -0.0249307479 -0.0961199295
2005 09 21 41 42 61 70 54 35 191 153 132 129 107 80 25 19 9 1169 515 654 103 101 2 0.0966228893 0.2439613527 0.0030674847 0.240893868 1226.6 520.5 706.1 -57.6 -5.5 -52.1 -0.0492728828 -0.0105667627 -0.0737855828
2005 10 24 33 47 55 55 67 62 198 139 142 151 128 62 38 15 19 1235 541 694 -5 28 -33 -0.0040322581 0.0545808967 -0.045392022 0.0999729187 1221.2 523.9 697.3 13.8 17.1 -3.3 0.0111740891 0.0326398168 -0.0047325398
2005 11 29 39 47 44 56 63 50 208 128 152 133 113 67 35 12 15 1191 536 655 56 70 -14 0.049339207 0.1502145923 -0.0209267564 0.1711413486 1244 530 714 -53 6 -59 -0.0445004198 0.0113207547 -0.0826330532
2005 12 31 34 33 53 54 50 38 199 140 123 141 111 56 47 25 12 1147 492 655 -74 -3 -71 -0.0606060606 -0.0060606061 -0.0977961433 0.0917355372 1244.5 533.6 710.9 -97.5 -41.6 -55.9 -0.0850043592 -0.0779610195 -0.0786327191
2006 01 37 44 47 55 57 56 40 199 128 123 136 137 69 42 19 13 1202 535 667 143 61 82 0.13503305 0.1286919831 0.1401709402 -0.011478957 1232.1 541.8 690.3 -30.1 -6.8 -23.3 -0.0250415973 -0.0125507567 -0.0337534405
2006 02 49 39 38 46 45 50 57 191 122 108 129 107 61 42 10 19 1113 515 598 59 33 26 0.0559772296 0.0684647303 0.0454545455 0.0230101848 1194.5 525.9 668.6 -81.5 -10.9 -70.6 -0.0732255166 -0.0207263738 -0.105593778
2006 03 24 48 49 60 66 71 63 230 135 141 145 127 75 34 11 16 1295 611 684 58 67 -9 0.0468876314 0.1231617647 -0.012987013 0.1361487777 1349.1 595.7 753.4 -54.1 15.3 -69.4 -0.0417760618 0.0256840692 -0.092115742
2006 04 37 33 43 60 59 62 50 198 137 133 140 117 81 41 18 15 1224 542 682 35 36 -1 0.0294365013 0.0711462451 -0.0014641288 0.0726103739 1277 555.3 721.7 -53 -13.3 -39.7 -0.0433006536 -0.0239510175 -0.0550090065
2006 05 25 43 43 63 55 57 43 193 138 122 146 120 73 36 17 12 1186 522 664 -50 -45 -5 -0.0404530744 -0.0793650794 -0.0074738416 -0.0718912378 1307.3 565.8 741.5 -121.3 -43.8 -77.5 -0.1022765599 -0.0774125133 -0.1045178692
2006 06 21 28 41 57 52 56 39 177 113 123 106 94 73 33 13 15 1041 471 570 -51 4 -55 -0.0467032967 0.0085653105 -0.088 0.0965653105 1195.8 515.8 680 -154.8 -44.8 -110 -0.14870317 -0.0868553703 -0.1617647059
2006 07 39 31 48 65 63 50 46 203 118 118 125 99 69 38 19 15 1146 545 601 11 24 -13 0.00969163 0.0460652591 -0.0211726384 0.0672378976 1221.4 544.6 676.8 -75.4 0.4 -75.8 -0.0657940663 0.000734484 -0.1119976359
2006 08 30 40 51 70 49 48 41 204 126 134 101 112 74 39 11 23 1153 533 620 10 5 5 0.0087489064 0.009469697 0.0081300813 0.0013396157 1221.9 541.5 680.4 -68.9 -8.5 -60.4 -0.0597571552 -0.0156971376 -0.088771311
2006 09 27 37 45 58 39 63 45 229 153 145 138 119 78 46 23 16 1261 543 718 92 28 64 0.0786997434 0.054368932 0.0978593272 -0.0434903952 1226.6 520.5 706.1 34.4 22.5 11.9 0.0272799366 0.0432276657 0.0168531369
2006 10 35 38 48 52 53 61 68 205 154 140 124 127 70 42 13 14 1244 560 684 9 19 -10 0.0072874494 0.0351201479 -0.0144092219 0.0495293698 1221.2 523.9 697.3 22.8 36.1 -13.3 0.0183279743 0.0689062798 -0.0190735695
2006 11 40 38 34 69 45 66 51 189 144 116 147 119 58 39 20 20 1195 532 663 4 -4 8 0.0033585223 -0.0074626866 0.0122137405 -0.019676427 1244 530 714 -49 2 -51 -0.0410041841 0.0037735849 -0.0714285714
2006 12 30 39 61 66 58 51 62 196 144 135 127 148 91 34 28 13 1283 563 720 136 71 65 0.1185701831 0.1443089431 0.0992366412 0.0450723019 1244.5 533.6 710.9 38.5 29.4 9.1 0.0300077942 0.0550974513 0.0128006752
2007 01 24 34 47 54 57 48 51 218 126 140 124 103 77 36 17 13 1169 533 636 -33 -2 -31 -0.0274542429 -0.0037383178 -0.0464767616 0.0427384439 1232.1 541.8 690.3 -63.1 -8.8 -54.3 -0.0539777588 -0.0162421558 -0.0786614515
2007 02 23 35 40 59 49 48 62 206 134 124 122 115 81 35 26 20 1179 522 657 66 7 59 0.0592991914 0.013592233 0.0986622074 -0.0850699743 1194.5 525.9 668.6 -15.5 -3.9 -11.6 -0.0131467345 -0.0074158585 -0.0173496859
2007 03 39 42 50 56 68 64 46 249 163 148 166 139 86 38 22 9 1385 614 771 90 3 87 0.0694980695 0.0049099836 0.1271929825 -0.1222829988 1349.1 595.7 753.4 35.9 18.3 17.6 0.0259205776 0.0307201612 0.0233607645
2007 04 25 32 51 55 63 52 55 232 146 139 154 123 74 40 13 13 1267 565 702 43 23 20 0.035130719 0.0424354244 0.0293255132 0.0131099112 1277 555.3 721.7 -10 9.7 -19.7 -0.0078926598 0.0174680353 -0.0272966607
2007 05 30 34 45 58 66 44 51 223 158 143 157 131 91 39 24 14 1308 551 757 122 29 93 0.1028667791 0.0555555556 0.140060241 -0.0845046854 1307.3 565.8 741.5 0.7 -14.8 15.5 0.0005351682 -0.0261576529 0.0209035738
2007 06 39 34 37 50 52 63 65 239 137 129 143 132 75 56 26 18 1295 579 716 254 108 146 0.2439961575 0.2292993631 0.2561403509 -0.0268409878 1195.8 515.8 680 99.2 63.2 36 0.0766023166 0.1225281117 0.0529411765
2007 07 35 52 53 58 56 54 53 197 138 127 109 105 74 38 15 11 1175 558 617 29 13 16 0.0253054101 0.023853211 0.0266222962 -0.0027690852 1221.4 544.6 676.8 -46.4 13.4 -59.8 -0.0394893617 0.0246052148 -0.088356974
2007 08 27 38 35 53 54 52 58 230 123 136 143 136 93 52 19 21 1270 547 723 117 14 103 0.1014744146 0.0262664165 0.1661290323 -0.1398626157 1221.9 541.5 680.4 48.1 5.5 42.6 0.0378740157 0.0101569714 0.0626102293
2007 09 37 41 47 69 54 58 56 246 158 130 154 127 106 52 22 16 1373 608 765 112 65 47 0.0888183981 0.1197053407 0.06545961 0.0542457307 1226.6 520.5 706.1 146.4 87.5 58.9 0.1066278223 0.1681075889 0.0834159467
2007 10 15 31 40 54 63 58 43 215 160 107 126 116 73 40 21 14 1176 519 657 -68 -41 -27 -0.0546623794 -0.0732142857 -0.0394736842 -0.0337406015 1221.2 523.9 697.3 -45.2 -4.9 -40.3 -0.0384353741 -0.0093529299 -0.0577943496
2007 11 32 47 50 66 77 60 52 240 199 161 142 121 92 62 25 21 1447 624 823 252 92 160 0.2108786611 0.1729323308 0.2413273002 -0.0683949693 1244 530 714 203 94 109 0.1402902557 0.1773584906 0.1526610644
2007 12 29 59 49 71 78 75 68 270 172 147 155 141 94 56 34 31 1529 699 830 246 136 110 0.1917381138 0.2415630551 0.1527777778 0.0887852773 1244.5 533.6 710.9 284.5 165.4 119.1 0.1860693264 0.309970015 0.1675341117
2008 01 32 37 48 54 59 64 70 251 152 157 140 120 84 34 23 17 1342 615 727 173 82 91 0.1479897348 0.1538461538 0.143081761 0.0107643928 1232.1 541.8 690.3 109.9 73.2 36.7 0.0818926975 0.1351052049 0.0531652905
2008 02 29 37 44 71 65 70 46 267 158 131 122 119 95 44 23 12 1333 629 704 154 107 47 0.1306191688 0.2049808429 0.0715372907 0.1334435522 1194.5 525.9 668.6 138.5 103.1 35.4 0.1039009752 0.1960448755 0.0529464553
2008 03 31 48 41 62 69 76 76 255 169 171 158 137 92 37 27 21 1470 658 812 85 44 41 0.0613718412 0.0716612378 0.0531776913 0.0184835465 1349.1 595.7 753.4 120.9 62.3 58.6 0.082244898 0.1045828437 0.0777807274
2008 04 25 34 49 67 71 60 65 284 167 167 146 129 100 37 21 21 1443 655 788 176 90 86 0.1389108129 0.1592920354 0.1225071225 0.0367849129 1277 555.3 721.7 166 99.7 66.3 0.115038115 0.1795425896 0.0918664265
2008 05 37 49 48 63 64 71 57 247 183 154 163 136 95 60 38 13 1478 636 842 170 85 85 0.129969419 0.1542649728 0.1122853369 0.0419796359 1307.3 565.8 741.5 170.7 70.2 100.5 0.1154939107 0.1240721103 0.1355360755
2008 06 28 55 53 58 54 57 60 236 149 162 131 119 99 40 23 22 1346 601 745 51 22 29 0.0393822394 0.0379965458 0.0405027933 -0.0025062475 1195.8 515.8 680 150.2 85.2 65 0.111589896 0.1651803024 0.0955882353
2008 07 30 34 47 63 73 65 73 249 146 154 125 105 95 51 30 15 1355 634 721 180 76 104 0.1531914894 0.1362007168 0.1685575365 -0.0323568196 1221.4 544.6 676.8 133.6 89.4 44.2 0.098597786 0.1641571796 0.0653073286
2008 08 36 62 50 66 70 79 67 279 183 161 146 145 105 50 29 18 1546 709 837 276 162 114 0.2173228346 0.2961608775 0.1576763485 0.138484529 1221.9 541.5 680.4 324.1 167.5 156.6 0.2096377749 0.3093259464 0.2301587302
2008 09 18 38 31 56 61 70 55 206 157 129 138 132 89 42 23 13 1258 535 723 -115 -73 -42 -0.0837581937 -0.1200657895 -0.0549019608 -0.0651638287 1226.6 520.5 706.1 31.4 14.5 16.9 0.0249602544 0.027857829 0.0239342869
2008 10 23 35 44 53 71 70 64 238 160 129 138 127 95 48 29 27 1351 598 753 175 79 96 0.1488095238 0.1522157996 0.1461187215 0.0060970782 1221.2 523.9 697.3 129.8 74.1 55.7 0.09607698 0.141439206 0.0798795354
2008 11 35 32 45 68 83 50 63 272 162 166 149 137 90 57 31 18 1458 648 810 11 24 -13 0.007601935 0.0384615385 -0.0157958688 0.0542574072 1244 530 714 214 118 96 0.146776406 0.2226415094 0.1344537815
2008 12 29 49 48 48 61 51 43 266 160 152 148 152 92 61 32 19 1411 595 816 -118 -104 -14 -0.0771746239 -0.1487839771 -0.0168674699 -0.1319165072 1244.5 533.6 710.9 166.5 61.4 105.1 0.1180014174 0.1150674663 0.1478407652
2009 01 30 44 44 76 60 54 51 243 168 136 132 115 88 48 34 15 1338 602 736 -4 -13 9 -0.0029806259 -0.0211382114 0.0123796424 -0.0335178537 1232.1 541.8 690.3 105.9 60.2 45.7 0.0791479821 0.1111111111 0.0662031001
2009 02 37 32 42 48 54 54 43 236 154 134 137 121 74 44 22 15 1247 546 701 -86 -83 -3 -0.064516129 -0.1319554849 -0.0042613636 -0.1276941213 1194.5 525.9 668.6 52.5 20.1 32.4 0.0421010425 0.038220194 0.0484594675
2009 03 27 48 53 51 70 73 63 262 166 144 145 148 73 56 30 11 1420 647 773 -50 -11 -39 -0.0340136054 -0.0167173252 -0.0480295567 0.0313122314 1349.1 595.7 753.4 70.9 51.3 19.6 0.0499295775 0.0861171731 0.0260153969
2009 04 25 38 39 53 48 61 63 212 159 140 145 152 87 40 26 17 1305 539 766 -138 -116 -22 -0.0956340956 -0.1770992366 -0.0279187817 -0.1491804549 1277 555.3 721.7 28 -16.3 44.3 0.0214559387 -0.0293535026 0.0613828461
2009 05 30 42 49 60 50 72 59 243 191 144 155 151 88 59 24 20 1437 605 832 -41 -31 -10 -0.0277401894 -0.0487421384 -0.0118764846 -0.0368656538 1307.3 565.8 741.5 129.7 39.2 90.5 0.0902574809 0.069282432 0.1220498989
2009 06 30 44 37 56 62 49 59 222 160 131 148 116 87 44 22 18 1285 559 726 -61 -42 -19 -0.0453194651 -0.0698835275 -0.0255033557 -0.0443801717 1195.8 515.8 680 89.2 43.2 46 0.0694163424 0.0837533928 0.0676470588
2009 07 32 39 42 59 47 59 59 210 163 122 137 139 64 44 18 8 1242 547 695 -113 -87 -26 -0.0833948339 -0.1372239748 -0.0360610264 -0.1011629484 1221.4 544.6 676.8 20.6 2.4 18.2 0.0165861514 0.0044069041 0.026891253
2009 08 43 37 36 68 71 48 48 206 131 115 122 145 69 53 19 13 1224 557 667 -322 -152 -170 -0.2082794308 -0.2143864598 -0.2031063321 -0.0112801277 1221.9 541.5 680.4 2.1 15.5 -13.4 0.0017156863 0.0286241921 -0.0196942975
2009 09 26 34 38 66 41 39 63 233 149 126 127 132 104 46 18 20 1262 540 722 4 5 -1 0.0031796502 0.0093457944 -0.0013831259 0.0107289203 1226.6 520.5 706.1 35.4 19.5 15.9 0.0280507132 0.0374639769 0.0225180569
2009 10 25 34 47 52 62 46 53 203 162 132 118 115 96 50 29 24 1248 522 726 -103 -76 -27 -0.0762398224 -0.127090301 -0.0358565737 -0.0912337273 1221.2 523.9 697.3 26.8 -1.9 28.7 0.021474359 -0.0036266463 0.0411587552
2009 11 20 27 39 46 60 53 40 223 151 149 119 117 95 66 33 21 1259 508 751 -199 -140 -59 -0.1364883402 -0.2160493827 -0.0728395062 -0.1432098765 1244 530 714 15 -22 37 0.0119142176 -0.041509434 0.0518207283
2009 12 24 26 53 45 41 64 49 195 176 84 122 113 62 43 30 15 1142 497 645 -269 -98 -171 -0.1906449327 -0.1647058824 -0.2095588235 0.0448529412 1244.5 533.6 710.9 -102.5 -36.6 -65.9 -0.0897548161 -0.0685907046 -0.0926993951
2010 01 25 37 32 60 71 67 61 253 192 117 120 103 93 51 16 20 1318 606 712 -20 4 -24 -0.0149476831 0.0066445183 -0.0326086957 0.0392532139 1232.1 541.8 690.3 85.9 64.2 21.7 0.0651745068 0.1184939092 0.0314356077
2010 02 13 26 21 51 54 66 50 194 146 119 119 95 98 40 17 13 1122 475 647 -125 -71 -54 -0.1002405774 -0.13003663 -0.0770328103 -0.0530038198 1194.5 525.9 668.6 -72.5 -50.9 -21.6 -0.0646167558 -0.0967864613 -0.0323063117
2010 03 14 34 43 59 44 79 73 254 160 136 154 137 109 58 27 23 1404 600 804 -16 -47 31 -0.0112676056 -0.0726429675 0.0401034929 -0.1127464604 1349.1 595.7 753.4 54.9 4.3 50.6 0.0391025641 0.0072183985 0.067162198
2010 04 21 42 47 49 66 75 63 255 170 127 139 138 119 51 27 12 1401 618 783 96 79 17 0.0735632184 0.146567718 0.0221932115 0.1243745065 1277 555.3 721.7 124 62.7 61.3 0.0885082084 0.1129119395 0.08493834
2010 05 27 43 70 68 66 68 51 246 183 147 143 166 101 55 33 19 1486 639 847 49 34 15 0.034098817 0.0561983471 0.0180288462 0.038169501 1307.3 565.8 741.5 178.7 73.2 105.5 0.1202557201 0.1293743372 0.1422791639
2010 06 23 35 50 59 45 54 48 225 166 117 138 137 83 51 33 15 1279 539 740 -6 -20 14 -0.0046692607 -0.0357781753 0.0192837466 -0.0550619219 1195.8 515.8 680 83.2 23.2 60 0.065050821 0.0449786739 0.0882352941
2010 07 18 39 47 52 49 50 58 230 171 130 131 144 98 47 20 25 1309 543 766 67 -4 71 0.0539452496 -0.0073126143 0.1021582734 -0.1094708876 1221.4 544.6 676.8 87.6 -1.6 89.2 0.066921314 -0.0029379361 0.1317966903
2010 08 31 42 41 52 60 57 67 243 164 127 173 145 100 58 17 13 1390 593 797 166 36 130 0.135620915 0.0646319569 0.1949025487 -0.1302705918 1221.9 541.5 680.4 168.1 51.5 116.6 0.1209352518 0.0951061865 0.1713697825
2010 09 26 40 35 52 66 60 65 241 160 128 106 128 98 46 31 12 1294 585 709 32 45 -13 0.0253565769 0.0833333333 -0.0180055402 0.1013388735 1226.6 520.5 706.1 67.4 64.5 2.9 0.0520865533 0.1239193084 0.004107067
2010 10 28 30 46 47 50 57 75 223 171 136 92 104 104 58 29 19 1269 556 713 21 34 -13 0.0168269231 0.0651340996 -0.0179063361 0.0830404357 1221.2 523.9 697.3 47.8 32.1 15.7 0.0376674547 0.061271235 0.0225154166
2010 11 22 34 40 56 60 69 39 219 165 121 134 110 100 50 23 20 1262 539 723 3 31 -28 0.0023828435 0.061023622 -0.0372836218 0.0983072439 1244 530 714 18 9 9 0.0142630745 0.0169811321 0.012605042
2010 12 27 24 32 47 39 63 46 208 161 107 118 129 94 47 27 20 1189 486 703 47 -11 58 0.0411558669 -0.0221327968 0.0899224806 -0.1120552774 1244.5 533.6 710.9 -55.5 -47.6 -7.9 -0.0466778806 -0.0892053973 -0.0111126741
2011 01 20 30 45 63 48 56 53 210 158 138 128 101 76 51 23 18 1218 525 693 -100 -81 -19 -0.0758725341 -0.1336633663 -0.0266853933 -0.1069779731 1232.1 541.8 690.3 -14.1 -16.8 2.7 -0.0115763547 -0.0310077519 0.0039113429
2011 02 22 31 39 48 52 66 64 232 175 139 141 129 105 57 32 14 1346 554 792 224 79 145 0.1996434938 0.1663157895 0.2241112828 -0.0577954934 1194.5 525.9 668.6 151.5 28.1 123.4 0.1125557207 0.0534322114 0.1845647622
2011 03 29 40 43 79 47 89 69 278 204 152 132 124 118 51 31 15 1501 674 827 97 74 23 0.0690883191 0.1233333333 0.0286069652 0.0947263682 1349.1 595.7 753.4 151.9 78.3 73.6 0.1011992005 0.131442001 0.0976904699
2011 04 18 36 41 74 64 70 60 267 178 144 130 122 92 56 23 16 1391 630 761 -10 12 -22 -0.0071377587 0.0194174757 -0.0280970626 0.0475145383 1277 555.3 721.7 114 74.7 39.3 0.0819554277 0.1345218801 0.0544547596
2011 05 23 52 51 62 63 56 68 218 188 124 128 103 100 55 31 22 1344 593 751 -142 -46 -96 -0.0955585464 -0.0719874804 -0.1133412043 0.0413537238 1307.3 565.8 741.5 36.7 27.2 9.5 0.0273065476 0.0480735242 0.0128118678
2011 06 14 34 42 56 64 59 65 215 164 131 132 104 109 60 22 17 1288 549 739 9 10 -1 0.0070367475 0.0185528757 -0.0013513514 0.019904227 1195.8 515.8 680 92.2 33.2 59 0.0715838509 0.0643660333 0.0867647059
2011 07 29 42 43 59 52 63 49 218 162 124 103 125 102 72 32 26 1301 555 746 -8 12 -20 -0.0061115355 0.0220994475 -0.0261096606 0.0482091081 1221.4 544.6 676.8 79.6 10.4 69.2 0.0611837048 0.0190965846 0.1022458629
2011 08 33 22 43 51 49 65 58 215 151 105 104 100 91 69 14 23 1193 536 657 -197 -57 -140 -0.1417266187 -0.0961214165 -0.1756587202 0.0795373037 1221.9 541.5 680.4 -28.9 -5.5 -23.4 -0.0242246438 -0.0101569714 -0.0343915344
2011 09 26 30 50 47 51 42 47 214 159 111 118 100 84 54 29 21 1183 507 676 -111 -78 -33 -0.0857805255 -0.1333333333 -0.0465444288 -0.0867889046 1226.6 520.5 706.1 -43.6 -13.5 -30.1 -0.0368554522 -0.0259365994 -0.0426285229
2011 10 26 25 37 62 69 47 58 197 173 116 96 110 86 59 21 19 1201 521 680 -68 -35 -33 -0.0535855004 -0.0629496403 -0.04628331 -0.0166663303 1221.2 523.9 697.3 -20.2 -2.9 -17.3 -0.0168193172 -0.0055354075 -0.0248099814
2011 11 27 39 39 61 50 64 46 197 159 117 110 119 90 53 31 17 1219 523 696 -43 -16 -27 -0.0340729002 -0.0296846011 -0.0373443983 0.0076597972 1244 530 714 -25 -7 -18 -0.0205086136 -0.0132075472 -0.025210084
2011 12 23 37 37 67 56 61 52 227 174 109 120 98 91 56 36 30 1274 560 714 85 74 11 0.0714886459 0.1522633745 0.0156472262 0.1366161483 1244.5 533.6 710.9 29.5 26.4 3.1 0.023155416 0.0494752624 0.0043606696
2012 01 21 32 55 51 64 54 54 234 185 143 118 110 121 48 39 13 1342 565 777 124 40 84 0.1018062397 0.0761904762 0.1212121212 -0.045021645 1232.1 541.8 690.3 109.9 23.2 86.7 0.0818926975 0.0428202289 0.1255975663
2012 02 26 42 36 47 61 75 53 257 179 108 115 117 81 62 33 14 1306 597 709 -40 43 -83 -0.029717682 0.0776173285 -0.1047979798 0.1824153083 1194.5 525.9 668.6 111.5 71.1 40.4 0.0853751914 0.1351968055 0.0604247682
2012 03 24 33 35 54 64 64 59 227 173 123 111 107 117 69 31 18 1309 560 749 -192 -114 -78 -0.1279147235 -0.1691394659 -0.0943168077 -0.0748226581 1349.1 595.7 753.4 -40.1 -35.7 -4.4 -0.0306340718 -0.0599294947 -0.0058401911
2012 04 24 32 42 56 46 59 69 237 163 126 112 115 99 66 25 22 1293 565 728 -98 -65 -33 -0.0704529116 -0.1031746032 -0.0433639947 -0.0598106084 1277 555.3 721.7 16 9.7 6.3 0.0123743233 0.0174680353 0.0087293889
2012 05 24 35 42 45 57 68 60 216 153 112 119 108 97 62 25 20 1243 547 696 -101 -46 -55 -0.0751488095 -0.0775716695 -0.0732356858 -0.0043359837 1307.3 565.8 741.5 -64.3 -18.8 -45.5 -0.0517296862 -0.0332272888 -0.0613621038
2012 06 19 37 31 48 49 57 44 192 130 120 119 102 77 57 32 20 1134 477 657 -154 -72 -82 -0.1195652174 -0.131147541 -0.1109607578 -0.0201867832 1195.8 515.8 680 -61.8 -38.8 -23 -0.0544973545 -0.0752229546 -0.0338235294
2012 07 24 33 48 45 69 53 56 224 143 103 121 117 87 59 23 15 1220 552 668 -81 -3 -78 -0.0622598002 -0.0054054054 -0.1045576408 0.0991522353 1221.4 544.6 676.8 -1.4 7.4 -8.8 -0.001147541 0.0135879545 -0.0130023641
2012 08 29 35 28 45 50 30 45 211 146 101 81 98 75 56 27 12 1069 473 596 -124 -63 -61 -0.1039396479 -0.1175373134 -0.0928462709 -0.0246910425 1221.9 541.5 680.4 -152.9 -68.5 -84.4 -0.14303087 -0.1265004617 -0.1240446796
2012 09 15 30 34 57 52 58 66 224 146 136 109 113 102 61 41 17 1261 536 725 78 29 49 0.0659340659 0.057199211 0.0724852071 -0.0152859961 1226.6 520.5 706.1 34.4 15.5 18.9 0.0272799366 0.0297790586 0.0267667469
2012 10 15 18 27 44 48 41 43 212 177 116 115 90 90 61 34 13 1144 448 696 -57 -73 16 -0.0474604496 -0.1401151631 0.0235294118 -0.1636445749 1221.2 523.9 697.3 -77.2 -75.9 -1.3 -0.0674825175 -0.1448749761 -0.0018643339
2012 11 17 30 24 45 64 57 50 232 167 111 108 102 88 69 35 27 1226 519 707 7 -4 11 0.0057424118 -0.0076481836 0.0158045977 -0.0234527813 1244 530 714 -18 -11 -7 -0.0146818923 -0.020754717 -0.0098039216
2012 12 13 35 36 46 40 47 53 234 155 124 110 95 67 52 24 18 1149 504 645 -125 -56 -69 -0.0981161695 -0.1 -0.0966386555 -0.0033613445 1244.5 533.6 710.9 -95.5 -29.6 -65.9 -0.0831157528 -0.0554722639 -0.0926993951
2013 01 28 26 23 55 49 51 50 229 136 121 131 109 80 72 24 21 1205 511 694 -137 -54 -83 -0.1020864382 -0.0955752212 -0.1068211068 0.0112458856 1232.1 541.8 690.3 -27.1 -30.8 3.7 -0.0224896266 -0.0568475452 0.0053599884
2013 02 13 21 33 42 46 42 59 195 156 115 120 94 75 47 26 14 1098 451 647 -208 -146 -62 -0.1592649311 -0.2445561139 -0.0874471086 -0.1571090053 1194.5 525.9 668.6 -96.5 -74.9 -21.6 -0.0878870674 -0.1424225138 -0.0323063117
2013 03 19 26 44 52 53 50 54 218 190 115 124 118 88 59 30 23 1263 516 747 -46 -44 -2 -0.0351413293 -0.0785714286 -0.002670227 -0.0759012016 1349.1 595.7 753.4 -86.1 -79.7 -6.4 -0.0681710214 -0.1337921773 -0.0084948235
2013 04 12 25 33 52 43 45 52 212 184 121 98 93 92 51 35 25 1173 474 699 -120 -91 -29 -0.0928074246 -0.1610619469 -0.0398351648 -0.1212267821 1277 555.3 721.7 -104 -81.3 -22.7 -0.0886615516 -0.1464073474 -0.0314535125
2013 05 25 27 36 37 42 49 52 241 171 113 82 118 94 72 30 27 1216 509 707 -27 -38 11 -0.0217216412 -0.0694698355 0.0158045977 -0.0852744332 1307.3 565.8 741.5 -91.3 -56.8 -34.5 -0.0750822368 -0.10038883 -0.0465273095
2013 06 12 21 28 48 49 42 51 192 155 111 111 92 88 58 30 21 1109 443 666 -25 -34 9 -0.0220458554 -0.071278826 0.0136986301 -0.0849774561 1195.8 515.8 680 -86.8 -72.8 -14 -0.0782687106 -0.1411399767 -0.0205882353
2013 07 17 25 39 46 43 53 35 187 136 108 96 107 99 59 20 16 1086 445 641 -134 -107 -27 -0.1098360656 -0.1938405797 -0.0404191617 -0.153421418 1221.4 544.6 676.8 -135.4 -99.6 -35.8 -0.1246777164 -0.1828865222 -0.0528959811
2013 08 19 29 27 50 45 43 49 192 169 105 97 91 94 60 29 23 1122 454 668 53 -19 72 0.0495790458 -0.0401691332 0.1208053691 -0.1609745023 1221.9 541.5 680.4 -99.9 -87.5 -12.4 -0.0890374332 -0.161588181 -0.0182245738
2013 09 20 23 22 40 37 43 46 191 175 113 109 114 104 57 23 22 1139 422 717 -122 -114 -8 -0.0967486122 -0.2126865672 -0.0110344828 -0.2016520844 1226.6 520.5 706.1 -87.6 -98.5 10.9 -0.0769095698 -0.1892411143 0.015436907
2013 10 14 25 23 44 35 56 43 221 153 111 85 97 82 69 25 21 1104 461 643 -40 13 -53 -0.034965035 0.0290178571 -0.0761494253 0.1051672824 1221.2 523.9 697.3 -117.2 -62.9 -54.3 -0.1061594203 -0.1200610804 -0.0778717912
2013 11 13 21 20 32 45 47 48 179 168 118 88 100 70 52 27 20 1048 405 643 -178 -114 -64 -0.145187602 -0.2196531792 -0.090523338 -0.1291298411 1244 530 714 -196 -125 -71 -0.1870229008 -0.2358490566 -0.0994397759
2013 12 16 29 23 38 42 49 47 201 164 111 101 83 92 61 29 14 1100 445 655 -49 -59 10 -0.0426457789 -0.1170634921 0.015503876 -0.132567368 1244.5 533.6 710.9 -144.5 -88.6 -55.9 -0.1313636364 -0.166041979 -0.0786327191
<!DOCTYPE html>
<html>
<head>
<title>Ride Sharing in Philadelphia</title>
<script src="d3.v3.min.js"></script>
<style type="text/css">
html, body {
font: 12px Helvetica;
margin: 0; padding: 0;
}
#tooltip {
background: #111;
color: #fff;
padding: 5px;
}
#tooltip span {
font: 11px Helvetica;
color: #ddd;
}
text{fill: #ccc;}
path {stroke-width: 3;}
/*#1f77b4 #d62728 #2ca02c #d62728 #9467bd #8c564b #e377c2 #7f7f7f #bcbd22 #17becf*/
.legend-over{fill: #d62728; stroke: none;}
.legend-under{fill: #1f77b4; stroke: none;}
.legend-wrap{fill: #111; stroke: #666; stroke-width: 0;}
circle.trend-point{fill: #fff; stroke-width: 0; fill-opacity: 0;}
circle.over-point, rect.over {fill: #d62728; stroke: none;}
circle.under-point, rect.under {fill: #1f77b4; stroke: none;}
path.over {fill: none; stroke: #d62728;}
path.under {fill: none; stroke: #1f77b4;}
path.overall {fill: none; stroke: #ccc;}
rect.rideshare-region{fill: #262626;}
rect.rideshare-line{fill: black; stroke-width: 0;}
aside{
position: absolute;
padding: 0;
margin: 0;
}
#controls{
list-style-type: none;
padding: 0;
margin: 0;
color: #eee;
}
#controls li {
padding: 10px;
cursor: pointer;
font-size: 14px;
margin: 5px 0;
}
#controls li.selected {
background: #111;
font-weight: bold;
}
#desc {
padding: 10px;
color: #eee;
line-height: 2;
}
h1, h2 {
padding: 0 10px;
color: white;
font: 24px Helvetica;
font-weight: normal;
text-align: center;
}
h2 {font-size: 17px;}
</style>
</head>
<body>
<svg id="svg"></svg>
<aside>
<h1>Ride Sharing and DUIs</h1>
<ol id="controls"></ol>
<div id="desc" />
</aside>
<script type="text/javascript">
// TODO
// - Account for Population Change (Increase) over the years
// - Maybe clean up this js :-)
var tooltip = d3.select("body")
.append("div")
.attr("id", "tooltip")
.style("position", "absolute")
.style("z-index", "10")
.style("visibility", "hidden")
.text("a simple tooltip");
var stats = function(data, attribute) {
var pluckf = function(attribute) { return function(data) { return data[attribute]}};
var s = {
max: d3.max(data, pluckf(attribute)),
min: d3.min(data, pluckf(attribute))
};
s.normalize = d3.scale.linear().domain([s.min, s.max]).range([0, 1]);
return s;
};
var parseFloats = function(data, attributes) {
return data.map(function(d) {
for (var i in attributes) if (d[attributes[i]]) d[attributes[i]] = parseFloat(d[attributes[i]]);
return d;
});
};
var simpleLine = d3.svg.line();
var _importantDates = {
"2012.05": "Uber Black",
"2013.01": "SideCar",
"2013.04": "UberX"
};
var importantDate = function(year, month) {
return _importantDates[year + "." + month];
};
var h = 500, w = 960;
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var gutter = 200;
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var r = 3;
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.attr("width", w)
.attr("height", h)
.style("background", "#333");
var g = svg.append("g")
.attr("transform", "translate(" + pad + " " + pad + ")");
var bh = 20;
var legendWidth = 120, legendHeight = 2 * bh + 3 * pad;
var legend = svg.append("g").attr("id", "legend");
legend.append("rect").attr("width", legendWidth).attr("height", legendHeight).classed("legend-wrap", true);
legend.append("rect").attr("width", bh).attr("height", bh).classed("legend-under", true)
.attr("x", pad).attr("y", pad);
legend.append("rect").attr("width", bh).attr("height", bh).classed("legend-over", true)
.attr("x", pad).attr("y", 2 * pad + bh);
legend.append("text").text("Under 30")
.attr("x", bh + pad + 10).attr("y", pad + 15);
legend.append("text").text("Over 30")
.attr("x", bh + pad + 10).attr("y", 2 * pad + bh + 15);
legend.attr("transform", "translate(" + 2 * pad + " " + 2 * pad + ")");
legend.style("visibility", "hidden");
var draw = function(data) {
var atts = ["18","19","20","21","22","23","24","25","30","35","40","45","50","55","60","65","total","under","over","total_yoy_diff","under_yoy_diff","over_yoy_diff","total_yoy_ratio","under_yoy_ratio","over_yoy_ratio","yoy_diff","ten_year_avg","ten_year_diff","under_ten_year_diff","over_ten_year_diff","ten_year_diff_ratio","ten_year_diff_under_ratio","ten_year_diff_over_ratio"];
data = parseFloats(data, atts);
var att1 = "under", att2 = "over", att3 = "total";
var underAvg = stats(data, att1);
var overAvg = stats(data, att2);
var overallAvg = stats(data, att3);
var max = d3.max(data, function(d) { return d3.max([d.under, d.over, d.total]); });
var min = d3.min(data, function(d) { return d3.min([d.under, d.over, d.total]); });
var rmax = d3.max(data, function(d) { return d3.max([d.ten_year_diff_under_ratio, d.ten_year_diff_over_ratio]); });
var rmin = d3.min(data, function(d) { return d3.min([d.ten_year_diff_under_ratio, d.ten_year_diff_over_ratio]); });
var xscale = d3.scale.linear().domain([0, data.length - 1]).range([2 * r, gw - 2 * r]);
var xiscale = function(d, i) { return xscale(i); };
var rscale = d3.scale.linear().domain([rmax, rmin]).range([2 * r, gh - 2 * r]);
var belowLabel = function(title) { g.select("#below-label").text(title); };
var aboveLabel = function(title) { g.select("#above-label").text(title); };
g.append("text").attr("id", "above-label").attr("text-anchor", "middle").attr("transform", "translate(0 " + (rscale(0) * 0.5) + ") rotate (-90)");
g.append("text").attr("id", "below-label").attr("text-anchor", "middle").attr("transform", "translate(0 " + (rscale(0) + (gh - rscale(0)) * 0.5) + ") rotate (-90)");
// Highlight Ride Share Region
var ym2i = function(y, m) { return (parseInt(y, 10) - 2004) * 12 + parseInt(m, 10) - 1; };
g.append("rect")
.classed("rideshare-region", true)
.attr("x", xscale(ym2i(2012, 5)))
.attr("width", gw - xscale(ym2i(2012, 5)))
.attr("y", 0).attr("height", gh);
g.append("rect")
.classed("rideshare-line", true)
.attr("x", xscale(ym2i(2012, 5)))
.attr("width", 3)
// .attr("width", xscale(ym2i(2013, 1)) - xscale(ym2i(2012, 5)))
.attr("y", 0).attr("height", gh);
g.append("rect")
.classed("rideshare-line", true)
.attr("x", xscale(ym2i(2013, 1)))
.attr("width", 3)
// .attr("width", xscale(ym2i(2013, 4)) - xscale(ym2i(2013, 1)))
.attr("y", 0).attr("height", gh);
g.append("rect")
.classed("rideshare-line", true)
.attr("x", xscale(ym2i(2013, 4)))
.attr("width", 3)
// .attr("width", gw - xscale(ym2i(2013, 4)))
.attr("y", 0).attr("height", gh);
// "Zero Change" Line
g.append("rect").attr("fill", "#aaa").attr("width", gw).attr("height", 1).attr("y", rscale(0)).attr("x", 0);
// Time Scale
var gscale = g.append("g").attr("class", "scale");
var scaleLabels = gscale.selectAll("text.label")
.data(data)
.enter();
scaleLabels.append("text")
.attr("y", 0)
.attr("x", xiscale)
.text(function(d, i) {
if (i % 3 === 0) return i % 12 === 0 ? d.year.substring(2) : "'";
return "";
});
var ycount = 0;
scaleLabels.append("text")
.attr("x", xiscale)
.attr("y", function(d, i) {
return importantDate(d.year, d.month) ? ycount += 20 : 0;
})
.text(function(d, i) {
return importantDate(d.year, d.month) || "";
});
var layers = (function() {
// Trend Path
var layers = {trend: {}};
layers.trend.overall = g.append("path")
.classed("trend", true)
.classed("overall", true)
.style("stroke-opacity", 0)
.attr("d", d3.svg.line()
.x(xiscale)
.y(function(d) { return rscale(d.ten_year_diff_ratio); })
.interpolate("cardinal")(data)
);
layers.trend.overallpoints = g.selectAll("circle.overall-point")
.data(data)
.enter()
.append("circle").attr("class", "overall-point").attr("r", 3).classed("trend-point", true)
.attr("transform", function (d, i) { return "translate(" + xscale(i) + " " + rscale(d.ten_year_diff_ratio) + ")"; })
layers.trend.under = g.append("path")
.classed("trend", true)
.classed("under", true)
.style("stroke-opacity", 0)
.attr("d", d3.svg.line()
.x(xiscale)
.y(function(d) { return rscale(d.ten_year_diff_under_ratio); })
.interpolate("cardinal")(data)
);
layers.trend.underpoints = g.selectAll("circle.under-point")
.data(data)
.enter()
.append("circle").attr("class", "under-point").attr("r", 3).classed("trend-point", true)
.attr("transform", function (d, i) { return "translate(" + xscale(i) + " " + rscale(d.ten_year_diff_under_ratio) + ")"; })
layers.trend.above = g.append("path")
.classed("trend", true)
.classed("over", true)
.style("stroke-opacity", 0)
.attr("d", d3.svg.line()
.x(xiscale)
.y(function(d) { return rscale(d.ten_year_diff_over_ratio); })
.interpolate("cardinal")(data)
);
layers.trend.abovepoints = g.selectAll("circle.over-point")
.data(data)
.enter()
.append("circle").attr("class", "over-point").attr("r", 3).classed("trend-point", true)
.attr("transform", function (d, i) { return "translate(" + xscale(i) + " " + rscale(d.ten_year_diff_over_ratio) + ")"; })
// Month Diffs
layers.months = g.selectAll("g.point").data(data);
layers.months
.enter()
.append("g")
.attr("class", "point")
.attr("stroke-opacity", 0)
.style("visibility", "hidden")
.append("path")
.attr("class", function(d, i) {
return d.ten_year_diff_under_ratio < d.ten_year_diff_over_ratio ? "under" : "over";
})
.attr("d", function(d, i) {
return simpleLine([[xscale(i), rscale(d.ten_year_diff_under_ratio)], [xscale(i), rscale(d.ten_year_diff_over_ratio)]]);
})
.classed("yoy", true)
.style("stroke-width", xscale(1)/2 + 0.5)
;
layers.months
.on("mouseover", function(d) {
tooltip.style("visibility", "visible");
tooltip.html(
d.month + "/" + d.year + "<br />" +
"Under 30: " + Math.round(d.ten_year_diff_under_ratio * 1000) / 10 + "%<br />" +
"Over 30: " + Math.round(d.ten_year_diff_over_ratio * 1000) / 10 + "%<br />" +
"<strong>Diff: " + Math.round((d.ten_year_diff_under_ratio - d.ten_year_diff_over_ratio) * 1000) / 10 + "%</strong><br />"
);
})
.on("mousemove", function(d) { tooltip.style("top", (event.pageY - 10)+"px").style("left",(event.pageX + 10)+"px");})
.on("mouseout", function(d) {
tooltip.style("visibility", "hidden");
});
return layers;
})();
var stepHideDiffs = function() {
aboveLabel("Above Average DUIs");
belowLabel("Below Average DUIs");
layers.months
.transition()
.duration(1000)
.style("stroke-opacity", 0);
layers.months
.transition()
.delay(1000)
.style("visibility", "hidden");
};
var actions = {};
actions.step1 = function() {
stepHideDiffs();
d3.select("#legend").style("visibility", "hidden");
layers.trend.above.transition().duration(1000).style("stroke-opacity", 0);
layers.trend.under.transition().duration(1000).style("stroke-opacity", 0);
layers.trend.overall.transition().duration(1000).style("stroke-opacity", 0.8);
layers.trend.abovepoints.transition().duration(1000).style("fill-opacity", 0);
layers.trend.underpoints.transition().duration(1000).style("fill-opacity", 0);
layers.trend.overallpoints.transition().duration(1000).style("fill-opacity", 1);
};
actions.step2 = function() {
stepHideDiffs();
d3.select("#legend").style("visibility", "visible");
layers.trend.above.transition().duration(1000).style("stroke-opacity", 0.8);
layers.trend.under.transition().duration(1000).style("stroke-opacity", 0.8);
layers.trend.overall.transition().duration(1000).style("stroke-opacity", 0);
layers.trend.abovepoints.transition().duration(1000).style("fill-opacity", 1);
layers.trend.underpoints.transition().duration(1000).style("fill-opacity", 1);
layers.trend.overallpoints.transition().duration(1000).style("fill-opacity", 0);
};
actions.step3 = function() {
stepHideDiffs();
d3.select("#legend").style("visibility", "visible");
layers.trend.above.transition().duration(1000).style("stroke-opacity", 0.5);
layers.trend.under.transition().duration(1000).style("stroke-opacity", 0.5);
layers.trend.overall.transition().duration(1000).style("stroke-opacity", 0);
g.selectAll(".trend-point").transition().duration(1000).style("fill-opacity", 0);
layers.months
.style("visibility", "visible")
.transition().duration(1000)
.style("stroke-opacity", 0.8)
.attr("transform", "translate(0 0)");
};
actions.step4 = function() {
d3.select("#legend").style("visibility", "visible");
g.selectAll(".trend").transition().duration(1000).style("stroke-opacity", 0);
g.selectAll(".trend-point").transition().duration(1000).style("fill-opacity", 0);
aboveLabel("Over 30 Improved Better");
belowLabel("Under 30 Improved Better");
layers.months
.style("visibility", "visible")
.transition().duration(1000)
.style("stroke-opacity", 0.8)
.attr("transform", function(d, i) {
return "translate(0 " + (rscale(-1 * d.ten_year_diff_over_ratio) - rscale(0)) + ")";
});
};
// Nav and Description
var highlight = function(i) {
actions[opts[i][1]]();
d3.select("#desc").html(opts[i][2]);
d3.selectAll("li").classed("selected", false);
d3.select("#option-" + i).classed("selected", true);
};
var opts = [
["1. DUI Trends Overall", "step1", "Monthly DUI trend data for last decade in Philadelphia. Notice steady drop in DUIs since introduction of ride sharing options in mid 2012, eventually reaching a decade low in late 2013."],
["2. DUI Trends by Age", "step2", "Same DUI data, split by over vs. under 30 (and normalized). Prior to 2013, the two groups trend similarly. Notice when the first low-cost ride sharing option, Side Car, is introduced however that there is a notable gap between the two groups."],
["3. Age Group Differences", "step3", "Highlighting the gaps between the groups amplifies the aforementioned gap that occurred starting in 2013 after the Side Car launch. Hover over the bars for month by month details."],
["4. Comparing Differences", "step4", "Shifting these diffs yields an easy to read month by month comparison. Since the introduction of Side Car, the under 30 group has never been out performed by their over 30 counterpart."],
];
d3.select("aside")
.style("top", (0) + "px")
.style("left", (w - gutter - pad) + "px")
.style("width", (gutter + pad) + "px");
var controls = d3.select("#controls")
.selectAll("li")
.data(opts)
.enter()
.append("li")
.attr("id", function(d, i) { return "option-" + i; })
.html(function(d) { return d[0]; })
.on("click", function(d, i) { return highlight(i); });
highlight(0);
return actions;
};
d3.csv("dui-phil.csv").get(function(errors, data) {
if (errors) return alert("Unable to load data");
var actions = draw(data);
actions.step1();
});
</script>
<script>
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(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
})(window,document,'script','//www.google-analytics.com/analytics.js','ga');
ga('create', 'UA-20300690-1', 'auto');
ga('send', 'pageview');
</script>
</body>
</html>
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