Comparison of free-floa/ng car-sharing services in ci/es€¦ · Comparison of free-floa/ng...
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Comparison of free-floa/ng car-sharing services in ci/es
FrancesSpreiShivaHabibi,CristoferEnglund,StefanPe;erson,AlexVoronov,Johan
Wedlin,HenrikEngdahl
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What is free-floa/ng car-sharing? • Car-sharingthatcanbepicked-upanddropped-offanywherewithinadesignatedarea
• 2majoroperators:• Car2go–30ciQes• DriveNow(ReachNowinUS)–14ciQes
• Manysmallercompanies• ConvenQonalandelectricvehicles
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The data
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• 22ciQes• 3operators• 27milliontrips
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The data
• Datasampledbetween2014-2016• Origin–DesQnaQon• StartQmeandendQme• Fuellevel• Typeofvehicle(electric,gasoline,diesel)
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What can we say and what can’t we say?
• DescripQvecomparisonbetweentheciQes• Wecan’texplainthedifferences• Wedon’thavetheactualroute• Andnodatafromusers• SQlluniqueandcomprehensivedatasetofwherethevehiclesareandhowo^entheyareused
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Number of vehicles per city
• Roughlyaround500/city• ManyGermanciQes>1000–Berlin~3700• USciQes200-500
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Results - trip dura/on
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Averagedura0onoftrip
DüsseldorfCopenhagen
Columbus,Portland,AusQn NewYork
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Results - U/liza/on rate
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Percentage(%)
Madrid
Arlington,Columbus,Stockholm
NewYork,Berlin,Amsterdam
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When are they used?
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Where do they go? Stockholm as example
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Morning Midday
Evening Night
500*500mgridMostcommontrips(sQllsmallshareofthetrips)Blue:originRed:desQnaQon
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Future work
• ComparingQmetowalking,cyklingandpublictransport(ongoing)• Clusteringoftrips(ongoing)• CollecQngdataontheciQes:demographics,parking,publictransport,…
• Ideallysurveyofusers
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Extra slides
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Trips per vehicle per day
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Portland,Hamburg,Berlin,Vienna
Arlington,Copenhgen,Stockholm
Madrid
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City Nrofvehicles Averagedura0onoftrip(min)
Averagedistanceoftrip(km)
Nr of trips pervehicleperday
U0liza0onrate(%)*
Amsterdam 350 35.4(6.2) 3.3(0.2) 4.6(1.9) 11.3(5.2) Arlington 96 29.7(14.4) 2.5(0.5) 1.9(0.5) 4.0(2.2) Aus0n 362 24.6(1.6) 3.3(0.2) 3.3(0.6) 5.7(1.1) Berlin 3774 29.8(2.0) 4.2(0.3) 5.3(0.9) 11.0(2.2) Cologne 703 34.9(3.0) 4.2(0.3) 4.5(0.9) 11.0(2.6) Columbus 199 22.6(2.2) 2.8(0.2) 2.6(0.4) 4.1(0.8) Copenhagen 399 44.6(9.7) 3.1(0.3) 2.2(0.3) 6.8(1.7) Düsseldorf 685 44.2(6.8) 3.3(0.2) 3.6(0.7) 11.1(2.8) Florence 219 26.8(2.0) 2.9(0.2) 3.4(0.5) 6.4(1.2) Frankfurt 597 28.1(2.2) 3.8(0.4) 3.1(0.5) 6.2(1.2) Hamburg 2066 30.2(3.8) 4.0(0.2) 5.5(1.2) 11.7(2.7) Madrid 500 31.9(2.7) 2.8(0.1) 9.6(3.2) 21.6(7.5) Miami 296 29.4(3.1) 4.0(0.4) 2.4(0.3) 4.9(1.0) Montreal 455 29.4(2.5) 3.0(0.2) 3.8(0.6) 7.8(1.4) Munich 1527 32.5(4.7) 6.0(1.0) 3.3(0.8) 7.7(2.7) NewYork 525 54.9(17.0) 3.0(0.4) 3.3(0.7) 12.2(3.5) Portland 612 25.8(1.1) 3.3(0.1) 4.9(0.7) 8.8(1.5) Stockholm 545 30.2(3.5) 4.0(0.9) 2.4(0.5) 5.0(1.0) StuKgart 515 35.1(4.2) 3.8(0.3) 4.3(0.9) 10.5(2.4) Toronto 498 38.6(6.6) 3.3(0.3) 3.1(0.6) 8.5(2.5) WashingtonDC 1011 29.6(2.9) 3.0(0.3) 3.6(0.7) 7.5(1.7) Wien 446 33.7(2.8) 3.9(0.2) 4.5(0.9) 10.5(2.4)
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