Comparison between Grab and Mapbox data#
In the following analysis, we are comparing two indexes for Grab and Mapbox Data:
Smedian/Smax: Rate between the median average speed and the maximum average speed across the OD path
Smin/Smax: Rate between the minimum average speed and the maximum average speed across the OD path
| OD | category | Smedian/Smax - grab | Smin/Smax - grab | Smedian/Smax - mapbox | Smin/Smax - mapbox | |
|---|---|---|---|---|---|---|
| od_id | ||||||
| 8 | Ngurah Rai Airport to Kuta | Tourism and Local Passenger | 0.669240 | 0.493571 | 0.868592 | 0.689535 |
| 9 | Kuta to Ngurah Rai Airport | Tourism and Local Passenger | 0.616968 | 0.486265 | 0.709847 | 0.545944 |
| 10 | Ngurah Rai Airport to Seminyak | Tourism and Local Passenger | 0.706156 | 0.540991 | 0.873786 | 0.695784 |
| 11 | Seminyak to Ngurah Rai Airport | Tourism and Local Passenger | 0.676995 | 0.555911 | 0.810360 | 0.632697 |
| 12 | Ngurah Rai Airport to Legian | Tourism and Local Passenger | 0.721020 | 0.527391 | 0.894363 | 0.713507 |
| 13 | Legian to Ngurah Rai Airport | Tourism and Local Passenger | 0.681361 | 0.567129 | 0.848028 | 0.654722 |
| 14 | Ngurah Rai Airport to Ubud | Tourism and Local Passenger | 0.617008 | 0.525652 | 0.776670 | 0.644011 |
| 15 | Ubud to Ngurah Rai Airport | Tourism and Local Passenger | 0.652777 | 0.534267 | 0.830936 | 0.596497 |
| 16 | Ngurah Rai Airport to Nusa Dua | Tourism and Local Passenger | 0.841001 | 0.742944 | 0.907927 | 0.717728 |
| 17 | Nusa Dua to Ngurah Rai Airport | Tourism and Local Passenger | 0.849925 | 0.767804 | 0.934839 | 0.790713 |
| 18 | Denpasar to Sanur | Tourism and Local Passenger | 0.685229 | 0.605217 | 0.821359 | 0.685124 |
| 19 | Sanur to Denpasar | Tourism and Local Passenger | 0.708804 | 0.592565 | 0.845179 | 0.686220 |
| 20 | Denpasar to Ubud | Tourism and Local Passenger | 0.644053 | 0.570469 | 0.765191 | 0.611048 |
| 21 | Ubud to Denpasar | Tourism and Local Passenger | 0.662548 | 0.577975 | 0.825524 | 0.567117 |
| 22 | Ubud to Kuta | Tourism and Local Passenger | 0.622761 | 0.549743 | 0.825525 | 0.527786 |
| 23 | Kuta to Ubud | Tourism and Local Passenger | 0.592684 | 0.507057 | 0.715334 | 0.533348 |
| 24 | Ubud to Seminyak | Tourism and Local Passenger | 0.657413 | 0.602790 | 0.648443 | 0.527133 |
| 25 | Seminyak to Ubud | Tourism and Local Passenger | 0.638356 | 0.563602 | 0.760819 | 0.651823 |
| 26 | Ubud to Canggu | Tourism and Local Passenger | 0.736066 | 0.688476 | 0.803548 | 0.632512 |
| 27 | Canggu to Ubud | Tourism and Local Passenger | 0.687311 | 0.616648 | 0.836548 | 0.693953 |
| 28 | Mengwi to Canggu | Tourism and Local Passenger | 0.863671 | 0.820036 | 0.812734 | 0.672348 |
| 29 | Canggu to Mengwi | Tourism and Local Passenger | 0.883458 | 0.813825 | 0.857170 | 0.721394 |
| 30 | Ubud to Singaraja | Tourism and Local Passenger | 0.870360 | 0.819461 | 0.824827 | 0.714495 |
| 31 | Singaraja to Ubud | Tourism and Local Passenger | 0.878025 | 0.796653 | 0.838658 | 0.741848 |
| 32 | Denpasar to Padangbai | Tourism and Local Passenger | 0.815873 | 0.749630 | 0.761288 | 0.670501 |
| 33 | Padangbai to Denpasar | Tourism and Local Passenger | 0.859109 | 0.739148 | 0.834000 | 0.720942 |
| 34 | Denpasar to Amed | Tourism and Local Passenger | 0.883192 | 0.845495 | 0.785011 | 0.739694 |
| 35 | Amed to Denpasar | Tourism and Local Passenger | 0.866457 | 0.773934 | 0.826129 | 0.747918 |
| 36 | Denpasar to Tulamben | Tourism and Local Passenger | 0.878358 | 0.823094 | 0.800549 | 0.749348 |
| 37 | Tulamben to Denpasar | Tourism and Local Passenger | 0.851038 | 0.770909 | 0.840032 | 0.761624 |
| OD | category | Smedian/Smax - grab | Smin/Smax - grab | Smedian/Smax - mapbox | Smin/Smax - mapbox | |
|---|---|---|---|---|---|---|
| od_id | ||||||
| 38 | Payangan Hospital to Singakerta | Ubud-BRT | 0.762561 | 0.625610 | 0.797618 | 0.526899 |
| 39 | Singakerta to Payangan Hospital | Ubud-BRT | 0.736830 | 0.646281 | 0.777820 | 0.434567 |
| 40 | Payangan Market, Melinggih to Ubud Town Centre | Ubud-BRT | 0.751149 | 0.548659 | 0.786173 | 0.588712 |
| 41 | Ubud Town Centre to Payangan Market, Melinggih | Ubud-BRT | 0.735811 | 0.569567 | 0.714683 | 0.480522 |
| 42 | Pengosekan to Kedewatan | Ubud-BRT | 0.661425 | 0.571974 | 0.770759 | 0.371505 |
| 43 | Kedewatan to Pengosekan | Ubud-BRT | 0.656321 | 0.541206 | 0.757830 | 0.507368 |
| 44 | Nyuh Kuning to Kedewatan | Ubud-BRT | 0.648792 | 0.559483 | 0.758444 | 0.403930 |
| 45 | Kedewatan to Nyuh Kuning | Ubud-BRT | 0.672741 | 0.524439 | 0.730703 | 0.494334 |
| 46 | Mas to Ubud Town Centre | Ubud-BRT | 0.571811 | 0.460530 | 0.667415 | 0.322406 |
| 47 | Ubud Town Centre to Mas | Ubud-BRT | 0.528424 | 0.384222 | 0.619046 | 0.315118 |
| 48 | Pengosekan to Andong | Ubud-BRT | 0.525550 | 0.431061 | 0.533900 | 0.256835 |
| 49 | Andong to Pengosekan | Ubud-BRT | 0.518701 | 0.279774 | 0.557558 | 0.252341 |
| 50 | Andong to Tirta Empul | Ubud-BRT | 0.776545 | 0.706987 | 0.581190 | 0.319646 |
| 51 | Tirta Empul to Andong | Ubud-BRT | 0.813320 | 0.753244 | 0.593344 | 0.327320 |
| 52 | Ubud Town Centre to Ceking Rice Terrace | Ubud-BRT | 0.688843 | 0.543198 | 0.592345 | 0.433227 |
| 53 | Ceking Rice Terrace to Ubud Town Centre | Ubud-BRT | 0.753674 | 0.530800 | 0.606814 | 0.457133 |
| 54 | Ubud Town Centre to Gunung Kawi Temple | Ubud-BRT | 0.756019 | 0.644452 | 0.657019 | 0.499146 |
| 55 | Gunung Kawi Temple to Ubud Town Centre | Ubud-BRT | 0.836034 | 0.661881 | 0.644598 | 0.492174 |
| OD | category | Smedian/Smax - grab | Smin/Smax - grab | Smedian/Smax - mapbox | Smin/Smax - mapbox | |
|---|---|---|---|---|---|---|
| od_id | ||||||
| 56 | Gilimanuk to Mengwi | Logistics and Freight | 0.856527 | 0.766458 | 0.810456 | 0.733633 |
| 57 | Mengwi to Gilimanuk | Logistics and Freight | 0.850321 | 0.781534 | 0.945943 | 0.854069 |
| 58 | Gilimanuk to Singaraja | Logistics and Freight | 0.886185 | 0.824455 | 0.926891 | 0.842878 |
| 59 | Singaraja to Gilimanuk | Logistics and Freight | 0.877343 | 0.814007 | 0.932416 | 0.866164 |
| 60 | Singaraja to Amlapura | Logistics and Freight | 0.876124 | 0.764514 | 0.911544 | 0.815990 |
| 61 | Amlapura to Singaraja | Logistics and Freight | 0.863781 | 0.805825 | 0.926105 | 0.801605 |
| 62 | Amlapura to Denpasar | Logistics and Freight | 0.872772 | 0.753611 | 0.824464 | 0.729529 |
| 63 | Denpasar to Amlapura | Logistics and Freight | 0.835117 | 0.790796 | 0.764812 | 0.724147 |
| 64 | Denpasar to Gilimanuk | Logistics and Freight | 0.836161 | 0.779221 | 0.933281 | 0.832095 |
| 65 | Gilimanuk to Denpasar | Logistics and Freight | 0.846511 | 0.763317 | 0.924949 | 0.854632 |
| 66 | Mengwi to Singaraja | Logistics and Freight | 0.914347 | 0.855689 | 0.836722 | 0.745918 |
| 67 | Singaraja to Mengwi | Logistics and Freight | 0.889448 | 0.799768 | 0.846073 | 0.746647 |
| 68 | Mengwi to Sanur | Logistics and Freight | 0.746776 | 0.667306 | 0.787436 | 0.657627 |
| 69 | Sanur to Mengwi | Logistics and Freight | 0.761512 | 0.651900 | 0.795128 | 0.679614 |
| 70 | Denpasar to Benoa Port | Logistics and Freight | 0.787980 | 0.741783 | 0.876756 | 0.748930 |
| 71 | Benoa Port to Denpasar | Logistics and Freight | 0.794823 | 0.655168 | 0.877451 | 0.696186 |
| 72 | Denpasar to Padangbai Port | Logistics and Freight | 0.815128 | 0.751891 | 0.780934 | 0.688535 |
| 73 | Padangbai Port to Denpasar | Logistics and Freight | 0.861416 | 0.742139 | 0.849937 | 0.731641 |
| OD | category | Smedian/Smax - grab | Smin/Smax - grab | Smedian/Smax - mapbox | Smin/Smax - mapbox | |
|---|---|---|---|---|---|---|
| od_id | ||||||
| 74 | Ubung Terminal to Central Parking | eBRT end to Central Parking | 0.693830 | 0.624416 | 0.738274 | 0.621267 |
| 75 | Central Parking to Ubung Terminal | eBRT end to Central Parking | 0.687841 | 0.554205 | 0.844756 | 0.643847 |
| 76 | Central Parking to Ngurah Rai Airport | eBRT end to Central Parking | 0.662023 | 0.539171 | 0.848234 | 0.664953 |
| 77 | Ngurah Rai Airport to Central Parking | eBRT end to Central Parking | 0.703433 | 0.504750 | 0.891910 | 0.638873 |
| 78 | Central Parking to Garuda Wisnu Kencana | eBRT end to Central Parking | 0.716203 | 0.579735 | 0.769290 | 0.658363 |
| 79 | Garuda Wisnu Kencana to Central Parking | eBRT end to Central Parking | 0.820506 | 0.646988 | 0.835646 | 0.682212 |
| 80 | Central Parking to Nusa Dua | eBRT end to Central Parking | 0.687104 | 0.573153 | 0.757966 | 0.664657 |
| 81 | Nusa Dua to Central Parking | eBRT end to Central Parking | 0.745155 | 0.617097 | 0.696777 | 0.587790 |
| 82 | Kerobokan Loop to Central Parking | eBRT end to Central Parking | 0.529357 | 0.431180 | 0.759850 | 0.581839 |
| 83 | Central Parking to Kerobokan Loop | eBRT end to Central Parking | 0.598616 | 0.481569 | 0.745591 | 0.587263 |
| 84 | Central Parking to Sanur Port | eBRT end to Central Parking | 0.650863 | 0.515742 | 0.768328 | 0.592339 |
| 85 | Sanur Port to Central Parking | eBRT end to Central Parking | 0.684826 | 0.615433 | 0.814998 | 0.654551 |
| OD | category | Smedian/Smax - grab | Smin/Smax - grab | Smedian/Smax - mapbox | Smin/Smax - mapbox | |
|---|---|---|---|---|---|---|
| od_id | ||||||
| 86 | Ubung Terminal to Udayana University to Ubung ... | eBRT end to end | 0.701587 | 0.620318 | 0.757926 | 0.652991 |
| 87 | Udayana University to Ubung Terminal | eBRT end to end | 0.763916 | 0.627182 | 0.835513 | 0.672080 |
| 88 | Ngurah Rai Airport to Sanur | eBRT end to end | 0.704433 | 0.557555 | 0.818850 | 0.609797 |
| 89 | Sanur to Ngurah Rai Airport | eBRT end to end | 0.676569 | 0.619724 | 0.831465 | 0.731590 |
| 90 | Nusa Dua to Seminyak | eBRT end to end | 0.673647 | 0.555876 | 0.740003 | 0.590132 |
| 91 | Seminyak to Nusa Dua | eBRT end to end | 0.615545 | 0.539332 | 0.734306 | 0.623448 |