D3 Examples - Time Variation of Main Contributing Factors in the NYPD Vehicle Collisions Dataset

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  <title>"How do the main contributing factors for accidents vary over the years?"</title>
  <h1> How do the main contributing factors for accidents vary over the years? </h1>
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    dataset =  [
 {
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 428 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1769 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 240 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 613 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 891 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 15 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 337 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 380 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 188 ],
"NUMBER_OF_DEATHS": [ 9 ] 
},
{
 "MONTH_YEAR": [ "2012-07" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 360 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 414 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1719 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 219 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 657 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 890 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 10 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 344 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 430 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 182 ],
"NUMBER_OF_DEATHS": [ 3 ] 
},
{
 "MONTH_YEAR": [ "2012-08" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 376 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 393 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1724 ],
"NUMBER_OF_DEATHS": [ 6 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 229 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 630 ],
"NUMBER_OF_DEATHS": [ 3 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 887 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 11 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 369 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 352 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 187 ],
"NUMBER_OF_DEATHS": [ 3 ] 
},
{
 "MONTH_YEAR": [ "2012-09" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 324 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 331 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1702 ],
"NUMBER_OF_DEATHS": [ 3 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 225 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 677 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 849 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 16 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 371 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 452 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 159 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-10" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 378 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 400 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1697 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 145 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 650 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 686 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 7 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 389 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 398 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 174 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-11" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 366 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 345 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1797 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 194 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 701 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 807 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 13 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 358 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 461 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 200 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2012-12" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 367 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 374 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1636 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 172 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 651 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 810 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 10 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 320 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 372 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 183 ],
"NUMBER_OF_DEATHS": [ 3 ] 
},
{
 "MONTH_YEAR": [ "2013-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 355 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 319 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1530 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 151 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 570 ],
"NUMBER_OF_DEATHS": [ 4 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 645 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 9 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 267 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 279 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 176 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 286 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 339 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1691 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 167 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 591 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 805 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 7 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 297 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 431 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 183 ],
"NUMBER_OF_DEATHS": [ 4 ] 
},
{
 "MONTH_YEAR": [ "2013-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 360 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 399 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1807 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 188 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 611 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 849 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 16 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 304 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 426 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 179 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2013-04" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 378 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-05" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 433 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-05" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 2128 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-05" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 202 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-05" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 790 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-05" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 958 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2013-05" ],
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},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 844 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 3697 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 219 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 1302 ],
"NUMBER_OF_DEATHS": [ 5 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 20 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 1678 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 13 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 459 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 278 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-01" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 428 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 713 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 3489 ],
"NUMBER_OF_DEATHS": [ 2 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 211 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 1152 ],
"NUMBER_OF_DEATHS": [ 3 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 12 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 1483 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 10 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 416 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 261 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-02" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 391 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Backing Unsafely" ],
"NUMBER_OF_ACCIDENTS": [ 218 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inattention/Distraction" ],
"NUMBER_OF_ACCIDENTS": [ 1122 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Driver Inexperience" ],
"NUMBER_OF_ACCIDENTS": [ 77 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Failure to Yield Right-of-Way" ],
"NUMBER_OF_ACCIDENTS": [ 360 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Fatigued/Drowsy" ],
"NUMBER_OF_ACCIDENTS": [ 7 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Following Too Closely" ],
"NUMBER_OF_ACCIDENTS": [ 504 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Lost Consciousness" ],
"NUMBER_OF_ACCIDENTS": [ 6 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Other Vehicular" ],
"NUMBER_OF_ACCIDENTS": [ 136 ],
"NUMBER_OF_DEATHS": [ 0 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Traffic Control Disregarded" ],
"NUMBER_OF_ACCIDENTS": [ 91 ],
"NUMBER_OF_DEATHS": [ 1 ] 
},
{
 "MONTH_YEAR": [ "2018-03" ],
"CONTRIBUTING FACTOR VEHICLE 1": [ "Turning Improperly" ],
"NUMBER_OF_ACCIDENTS": [ 133 ],
"NUMBER_OF_DEATHS": [ 0 ] 
} 
]
​
        
        
        
    // parameters
    var margin = {
        top: 50,
        right: 50,
        bottom: 50,
        left: 50
      },
      width = 900 - margin.left - margin.right,
      height = 150 - margin.bottom - margin.top;
      
      var dur = 2000;
​
​
    // scale function
    var timeScale = d3.scaleTime()
      .domain([new Date('2013-02'), new Date('2018-01')])
      .range([0, width])
      .clamp(true);
​
    var formatDate = d3.timeFormat("%b, 20%y");
    var format2 = d3.timeFormat("20%y-%m")
      
      
      var w = 900;
      var h = 400;
      var margin2 = {top: 25, right: 25, bottom: 25,
          left: 150};
      var innerWidth = w - margin2.left - margin2.right;
      var innerHeight = h - margin2.top - margin2.bottom;
      var dur = 1500;                                 // NEW
​
      
    // scales 
      var bardata = dataset.filter(function(element){ return element.MONTH_YEAR == '2013-02'; });
​
      var map1 = d3.map(bardata, function(d) { return d.NUMBER_OF_DEATHS; });
      var map2 = d3.map(bardata, function(d) { return d.NUMBER_OF_ACCIDENTS; });
      var key = d3.map(bardata, function(d) { return d["CONTRIBUTING FACTOR VEHICLE 1"]; });
​
      var yScale = d3.scaleBand()
          .domain(key.keys())
          .range([innerHeight, 0])
          .paddingInner(.1);
​
      var xScale = d3.scaleLinear()
          .domain([0,5500])
//          .domain([0, Math.max(d3.max(map1.keys().map(Number)),d3.max(map2.keys().map(Number)))])
          .range([0, innerWidth])
​
      var xAxis = d3.axisBottom()                     // NEW
          .scale(xScale);
​
      var yAxis = d3.axisLeft()
          .scale(yScale);
      
​
      var svg1 = d3.select("body")
        .append("svg")
        .attr("width", w)
        .attr("height", h);
      
      
      var bars = svg1.append("g")
          .attr("id", "plot")                         // NEW
          .attr("transform", `translate (${margin2.left}, ${margin2.top})`)
          .selectAll("rect")
          .data(bardata);
​
      var rects = bars.enter().append("rect")
          .attr("x", d => xScale(0))
          .attr("y", (d, i) => yScale(d["CONTRIBUTING FACTOR VEHICLE 1"]))
          .attr("width", d => xScale(d["NUMBER_OF_ACCIDENTS"]))
          .attr("height", d => yScale.bandwidth())
          .attr("fill", "blue");
​
      x = svg1.append("g")
          .attr("class", "xAxis")
          .attr("transform", `translate (${margin2.left}, ${h - margin2.bottom})`);
      x.call(xAxis);
​
      y = svg1.append("g")
          .attr("class", "yAxis")
          .attr("transform", `translate (${margin2.left}, ${margin2.top})`);      
      y.call(yAxis);
​
      
​
    var svg = d3.select("body").append("svg")
      .attr("width", width + margin.left + margin.right)
      .attr("height", height + margin.top + margin.bottom)
      .append("g")
      // classic transform to position g
      .attr("transform", "translate(" + margin.left + "," + margin.top + ")");
      
​
    svg.append("rect")
      .style("pointer-events", "all")
      .style("fill", "none")
      .attr("width", width)
      .attr("height", height)
      .style("cursor", "crosshair")
      .on("mousedown", function(){
        updatePos(this);
      })
      .on("mousemove", function(){
        if (d3.event.which === 1){
          updatePos(this);
        }
      });
​
    function updatePos(elem){
      var xPos = d3.mouse(elem)[0];
      handle.attr('transform', 'translate(' + xPos + ",0)");
      var v = timeScale.invert(xPos);
      text.text(formatDate(v));
​
      bardata1 = dataset.filter(function(element){ return element.MONTH_YEAR == format2(v); });
​
​
      var map1 = d3.map(bardata1, function(d) { return d.NUMBER_OF_DEATHS; });
      var map2 = d3.map(bardata1, function(d) { return d.NUMBER_OF_ACCIDENTS; });
      var key = d3.map(bardata1, function(d) { return d["CONTRIBUTING FACTOR VEHICLE 1"]; });        
        
//      var xScale = d3.scaleLinear()
//          .domain([0, Math.max(d3.max(map1.keys().map(Number)),d3.max(map2.keys().map(Number)))])
//          .range([0, innerWidth])
//
//      var xAxis = d3.axisBottom()                     // NEW
//          .scale(xScale);
//      x
//          .transition().duration(dur)
//          .call(xAxis)
​
      var yScale = d3.scaleBand()
          .domain(key.keys())
          .range([innerHeight, 0])
          .paddingInner(.1);
​
      var yAxis = d3.axisLeft()
          .scale(yScale);
​
      y
//          .transition().duration(dur)
          .call(yAxis)
        
      console.log(yScale(bardata1[0]["CONTRIBUTING FACTOR VEHICLE 1"]))
      console.log(yScale(bardata1[1]["CONTRIBUTING FACTOR VEHICLE 1"]))
      console.log(yScale(bardata1[2]["CONTRIBUTING FACTOR VEHICLE 1"]))
      console.log(yScale(bardata1[3]["CONTRIBUTING FACTOR VEHICLE 1"]))
      console.log(yScale(bardata1[4]["CONTRIBUTING FACTOR VEHICLE 1"]))
      console.log(yScale(bardata1[5]["CONTRIBUTING FACTOR VEHICLE 1"]))
        
      rects.attr("x", d => xScale(0))
//          .transition().duration(dur)
          .attr("y", (d, i) => yScale(bardata1[i]["CONTRIBUTING FACTOR VEHICLE 1"]))
          .attr("width", (d, i) => xScale(bardata1[i]["NUMBER_OF_ACCIDENTS"]))
          .attr("height", d => yScale.bandwidth())
          .attr("fill", "blue");
                
    }
​
    svg.append("g")
      .attr("class", "x axis")
      // put in middle of screen
      .attr("transform", "translate(0," + height / 2 + ")")
      // inroduce axis
      .call(d3.axisBottom()
        .scale(timeScale)
        .tickFormat(function(d) {
          return formatDate(d);
        })
        .tickSize(0)
        .tickPadding(12)
        .tickValues([timeScale.domain()[0], timeScale.domain()[1]]))
      .select(".domain")
      .select(function() {
        console.log(this);
        return this.parentNode.appendChild(this.cloneNode(true));
      })
      .attr("class", "halo");
​
    var handle = svg.append("g")
      .attr("class", "handle")
      
    handle.append("path")
      .attr("transform", "translate(0," + height / 2 + ")")
      .attr("d", "M 0 -10 V 10")
​
    var text = handle.append('text')
      .text(formatDate(timeScale.domain()[0]))
      .attr("transform", "translate(" + (-18) + " ," + (height / 2 - 25) + ")");
​
  </script>
  <br>
  <br>
  <br>
  <h2 style="color: dimgray"> Observations from the data: </h2>
  <ul style="color: gray">
   <li> Driver inattention / distraction has been the leading cause of accidents over the years. </li> <br>
   <li> Accidents due to Driver Inattention / Distraction has been increasing over the years. </li> <br>
   <li> May-Aug 2016 have very little accidents probably due to missing data collection </li> <br>
   <li> The top contributing factors leading to accidents have approximately the same proportion over time. </li><br>
   <li> The top 10 reasons for accidents seem to increase over the years. </li>
  </ul>
  <br>
  <h2 style="color: dimgray"> Sources: </h2>
  <ul style="color: dimgray">
        <li> Data: <a style="color: gray", href = 'https://data.cityofnewyork.us/Public-Safety/NYPD-Motor-Vehicle-Collisions/h9gi-nx95'> NYPD Motor Vehicle Collisions | NYC Open Data </a> </li><br>
    <li> Slider: <a style="color: gray", href = 'https://bl.ocks.org/mbostock/6452972'> Adapted from Mike Bostock's page | bl.ocks </a> </li>  
      
    
  </ul>
  <br>
  <br>
  <br>
  <br>
<p align="center" style="color: gray"> Created by Aakanksha Joshi, Adarsh Chavakula, Harsheel Soin and Deepak Maran for the course STATGR5702: Exploratory Data Analysis and Visualization at Columbia University in the City of New York (Spring 2018) </p>
​
</body>
​
</html>
​
    