Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehicles (doi:10.48349/ASU/8GO4N0)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehicles

doi:10.48349/ASU/8GO4N0

ASU Library Research Data Repository

2023-09-28

1

Kuby, Michael; Kelley, Scott, 2023, "Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehicles", https://doi.org/10.48349/ASU/8GO4N0, ASU Library Research Data Repository, V1, UNF:6:G0TGSlxOMvJD0w7R1UnZrA== [fileUNF]

Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehicles

doi:10.48349/ASU/8GO4N0

Kuby, Michael (Arizona State University)

Kelley, Scott (University of Nevada Reno)

School of Geographical Sciences and Urban Planning

NSF 1660514

ASU Library Research Data Repository

Kuby, Michael

Kelley, Scott

Stotts, Rhian

Lopez, Oscar

Kuby, Michael

2023-08-29

https://doi.org/10.48349/ASU/8GO4N0

Social Sciences, Hydrogen as fuel, Fuel cell industry, Alternative fuel vehicles, Consumer behavior, Business

Transportation, Economics

<p>Revealed Preference Survey of FCV Buyers in California.</p> <p>Survey of hydrogen fuel cell vehicle owners in California about the locations of the hydrogen stations they intended to use when they purchased their vehicle, and how their usage of particular stations changed over time. The data was analyzed to understand how buyers evaluated the sufficiency of an early and sparse network of stations in deciding whether to purchase a vehicle.</p>

2017-01-01-2018-08-012019-01-01-2019-10-09

Survey Data

See README

Kelley, S., Krafft, A., Kuby, M., Lopez, O., Stotts, R. and Liu, J., 2020. How early hydrogen fuel cell vehicle adopters geographically evaluate a network of refueling stations in California. Journal of Transport Geography, 89, p.102897.

10.1016/j.jtrangeo.2020.102897

Kelley, S., Krafft, A., Kuby, M., Lopez, O., Stotts, R. and Liu, J., 2020. How early hydrogen fuel cell vehicle adopters geographically evaluate a network of refueling stations in California. Journal of Transport Geography, 89, p.102897.

Lopez Jaramillo, Oscar G., Rhian Stotts, Scott Kelley, and Michael Kuby. 2019. Content Analysis of Interviews with Hydrogen Fuel Cell Drivers in Los Angeles. Transportation Research Record 2673: 377-388.

10.1177/0361198119845355

Lopez Jaramillo, Oscar G., Rhian Stotts, Scott Kelley, and Michael Kuby. 2019. Content Analysis of Interviews with Hydrogen Fuel Cell Drivers in Los Angeles. Transportation Research Record 2673: 377-388.

Lopez Jaramillo, Oscar, Joel Rinebold, Michael Kuby, Scott Kelley, Darren Ruddell, Rhian Stotts, Aimee Krafft, Elizabeth Wentz. 2021. Hydrogen Station Location Planning via Geodesign in Connecticut: Comparing Optimization Models and Structured Stakeholder Collaboration. Energies 14(22): 7747.

10.3390/en14227747

Lopez Jaramillo, Oscar, Joel Rinebold, Michael Kuby, Scott Kelley, Darren Ruddell, Rhian Stotts, Aimee Krafft, Elizabeth Wentz. 2021. Hydrogen Station Location Planning via Geodesign in Connecticut: Comparing Optimization Models and Structured Stakeholder Collaboration. Energies 14(22): 7747.

Zhao, Qunshan, Michael Kuby, Scott Kelley, and Xiao Fan. A Multi-Scale Framework for Fuel Station Location: From Highways to Street Intersections. 2019. Transportation Research Part D – Transport and Environment 74: 48-64.

10.1016/j.trd.2019.07.018

Zhao, Qunshan, Michael Kuby, Scott Kelley, and Xiao Fan. A Multi-Scale Framework for Fuel Station Location: From Highways to Street Intersections. 2019. Transportation Research Part D – Transport and Environment 74: 48-64.

• Number of cases: 133

• No. of variables per record: 101

• Type of File: text/tab-separated-values

UNF:6:G0TGSlxOMvJD0w7R1UnZrA==

• ID - ID
• LetsstartwithaquestionaboutyourcurrentrefuelingbehaviorAbouthowmanydifferentgasolinestationsdoyouuseonasomewhatregularbasisintheHartfordregion - LetsstartwithaquestionaboutyourcurrentrefuelingbehaviorAbouthowmanydifferentgasolinestationsdoyouuseonasomewhatregularbasisintheHartfordregion
• PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionA(FRLM3) - PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionA(FRLM3)
• PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionB(VMT3) - PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionB(VMT3)
• PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionC(PMP3) - PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionC(PMP3)
• Inyourownwordspleaseexplainwhyyoupreferredthemapthatyourankedhighest - Inyourownwordspleaseexplainwhyyoupreferredthemapthatyourankedhighest
• Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionA - Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionA
• Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionB - Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionB
• Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionC - Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionC
• PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionA(FRLM6) - PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionA(FRLM6)
• PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionB(VMT6) - PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionB(VMT6)
• PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionC(PMP6) - PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionC(PMP6)
• Inyourownwordspleaseexplainwhyyoupreferredthemapthatyourankedhighest2 - Inyourownwordspleaseexplainwhyyoupreferredthemapthatyourankedhighest2
• Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionA - Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionA
• Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionB - Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionB
• Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionC - Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionC
• homePMP3 - homePMP3
• homeFRLM3 - homeFRLM3
• homeVMT3 - homeVMT3
• homePMP6 - homePMP6
• homeFRLM6 - homeFRLM6
• homeVMT6 - homeVMT6
• RegularStop1Whydoyougotothislocation? - RegularStop1Whydoyougotothislocation?
• Howoftendoyougotothislocation - Howoftendoyougotothislocation
• work(stp1)PMP3 - work(stp1)PMP3
• work(stp1)FRLM3 - work(stp1)FRLM3
• work(stp1)VMT3 - work(stp1)VMT3
• devstp1PMP3 - devstp1PMP3
• devstp1FRLM3 - devstp1FRLM3
• devstp1VMT3 - devstp1VMT3
• work(stp1)PMP6 - work(stp1)PMP6
• work(stp1)FRLM6 - work(stp1)FRLM6
• work(stp1)VMT6 - work(stp1)VMT6
• devstp1PMP6 - devstp1PMP6
• devstp1FRLM6 - devstp1FRLM6
• devstp1VMT6 - devstp1VMT6
• RegularStop2Whydoyougotothislocation? - RegularStop2Whydoyougotothislocation?
• Howoftendoyougotothislocation3 - Howoftendoyougotothislocation3
• work(stp2)PMP3 - work(stp2)PMP3
• work(stp2)FRLM3 - work(stp2)FRLM3
• work(stp2)VMT3 - work(stp2)VMT3
• devstp2PMP3 - devstp2PMP3
• devstp2FRLM3 - devstp2FRLM3
• devstp2VMT3 - devstp2VMT3
• work(stp2)PMP6 - work(stp2)PMP6
• work(stp2)FRLM6 - work(stp2)FRLM6
• work(stp2)VMT6 - work(stp2)VMT6
• devstp2PMP6 - devstp2PMP6
• devstp2FRLM6 - devstp2FRLM6
• devstp2VMT6 - devstp2VMT6
• RegularStop3Whydoyougotothislocation? - RegularStop3Whydoyougotothislocation?
• Howoftendoyougotothislocation4 - Howoftendoyougotothislocation4
• work(stp3)PMP3 - work(stp3)PMP3
• work(stp3)FRLM3 - work(stp3)FRLM3
• work(stp3)VMT3 - work(stp3)VMT3
• devstp3PMP3 - devstp3PMP3
• devstp3FRLM3 - devstp3FRLM3
• devstp3VMT3 - devstp3VMT3
• work(stp3)PMP6 - work(stp3)PMP6
• work(stp3)FRLM6 - work(stp3)FRLM6
• work(stp3)VMT6 - work(stp3)VMT6
• devstp3PMP6 - devstp3PMP6
• devstp3FRLM6 - devstp3FRLM6
• devstp3VMT6 - devstp3VMT6
• PleaserateyouragreementwiththefollowingstatementIaminterestedinpurchasinganalternativefuelvehiclesometimeinthenext10years - PleaserateyouragreementwiththefollowingstatementIaminterestedinpurchasinganalternativefuelvehiclesometimeinthenext10years
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-PrivateVehicleegCarTruckSUV - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-PrivateVehicleegCarTruckSUV
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Carpool - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Carpool
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-TaxiorRide-hailegUber/Lyft - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-TaxiorRide-hailegUber/Lyft
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-PublicTransportation - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-PublicTransportation
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Motorcycle - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Motorcycle
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Bicycle - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Bicycle
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Scooter - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Scooter
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Walking - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Walking
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Other - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Other
• Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Other-Text - Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Other-Text
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsThefunctionalityofacarismoreimportanttomethanitsbrand - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsThefunctionalityofacarismoreimportanttomethanitsbrand
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsGettingstuckintrafficdoesn'tbothermetoomuch - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsGettingstuckintrafficdoesn'tbothermetoomuch
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsThegovernmentshouldputrestrictionsoncartravelinordertoreducecongestion - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsThegovernmentshouldputrestrictionsoncartravelinordertoreducecongestion
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIliketobeamongthefirstpeopletohavethelatesttechnology - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIliketobeamongthefirstpeopletohavethelatesttechnology
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTheenvironmentalimpactsofthevariousmeansoftransportationaffectthechoicesImake - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTheenvironmentalimpactsofthevariousmeansoftransportationaffectthechoicesImake
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsItypicallyletmyfuelgaugerunlowandthenrefuelwhereverisconvenientatthetime - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsItypicallyletmyfuelgaugerunlowandthenrefuelwhereverisconvenientatthetime
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsWeshouldraisethepriceofgasolinetoreducethenegativeimpactsontheenvironment - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsWeshouldraisethepriceofgasolinetoreducethenegativeimpactsontheenvironment
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIplanmydrivingroutestoensureIpassbygasstationsIamplanningtouse - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIplanmydrivingroutestoensureIpassbygasstationsIamplanningtouse
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTomeowningacarisasymbolofsuccess - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTomeowningacarisasymbolofsuccess
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIamcommittedtousingalesspollutingmeansoftransportationasmuchaspossible - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIamcommittedtousingalesspollutingmeansoftransportationasmuchaspossible
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIfeelthatIamwastingtimewhenIhavetowait - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIfeelthatIamwastingtimewhenIhavetowait
• PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTomeacarisjustawaytogetfromplacetoplace - PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTomeacarisjustawaytogetfromplacetoplace
• Inwhatyearwereyouborn - Inwhatyearwereyouborn
• WhatisyourgenderSelectedChoice - WhatisyourgenderSelectedChoice
• WhatisyourgenderPrefertoselfdescribeText - WhatisyourgenderPrefertoselfdescribeText
• WhatisyourethnicitySelectedChoice - WhatisyourethnicitySelectedChoice
• WhatisyourethnicityOtherText - WhatisyourethnicityOtherText
• Whatisyourhighestlevelofcompletededucation - Whatisyourhighestlevelofcompletededucation
• Whatisyourannualhouseholdincome - Whatisyourannualhouseholdincome
• Whatisyourhouseholdsize - Whatisyourhouseholdsize
• Howmanydriversareinyourhousehold - Howmanydriversareinyourhousehold
• HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesInternalcombustionenginegasoline - HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesInternalcombustionenginegasoline
• HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesInternalcombustionenginedieselbiodieseletc - HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesInternalcombustionenginedieselbiodieseletc
• HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesHybrid - HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesHybrid
• HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesPluginHybrid - HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesPluginHybrid
• HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesElectric - HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesElectric

f32566 Location:

Variable Format: character

Notes: UNF:6:OuPzoJtcQXWGPQj+sreVSg==

f32566 Location:

Summary Statistics: Mean 2.648854961832061; Valid 131.0; StDev 1.2522205760607064; Min. 0.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:9LhApEAAxZ9jGYVLilXQJw==

f32566 Location:

Summary Statistics: Max. 3.0; StDev 0.7766389406134199; Valid 121.0; Min. 1.0; Mean 2.115702479338843

Variable Format: numeric

Notes: UNF:6:owbKoxdVMsRamvqqVCFvCQ==

f32566 Location:

Summary Statistics: Min. 1.0; Mean 1.5702479338842974; Max. 3.0; StDev 0.6686609290339378; Valid 121.0

Variable Format: numeric

Notes: UNF:6:aTn6K/nYbgbW8J18cCCpGg==

f32566 Location:

Summary Statistics: Valid 121.0; StDev 0.8168339065281224; Max. 3.0; Mean 2.31404958677686; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:UkiIUGOed+Uj0aKrzFtQ4A==

f32566 Location:

Variable Format: character

Notes: UNF:6:NFTT5kszJYmKWUPXfRIjAw==

f32566 Location:

Variable Format: character

Notes: UNF:6:DPmVV9dBk8aHUt7D7fZGWg==

f32566 Location:

Variable Format: character

Notes: UNF:6:F7RyEC6Z5OSzLImT0b5NgQ==

f32566 Location:

Variable Format: character

Notes: UNF:6:GzVuzN1F3U7r1oGj0zYyRQ==

f32566 Location:

Summary Statistics: StDev 0.805187492654288; Max. 3.0; Mean 2.2678571428571432; Min. 1.0; Valid 112.0;

Variable Format: numeric

Notes: UNF:6:yKP4YA0MJ2rmRIQ4Sta1kA==

f32566 Location:

Summary Statistics: Max. 3.0; StDev 0.7651830813636351; Valid 112.0; Mean 1.8660714285714284; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:G6T+fo+4aDU9Vu6ZryV3cg==

f32566 Location:

Summary Statistics: Max. 3.0; Mean 1.8660714285714284; Valid 112.0; StDev 0.82194600680047; Min. 1.0

Variable Format: numeric

Notes: UNF:6:rbl9i1BTrPH2FH9EgGM8qA==

f32566 Location:

Variable Format: character

Notes: UNF:6:3NPdmRsO2t5E8BqOo1B+PA==

f32566 Location:

Variable Format: character

Notes: UNF:6:LAa+P+T4fh0DV4/RavwKGg==

f32566 Location:

Variable Format: character

Notes: UNF:6:zO0A8azchREYVrpgZ4vD5g==

f32566 Location:

Variable Format: character

Notes: UNF:6:YFZbkjLsRcl9E+3x1qzVPg==

f32566 Location:

Summary Statistics: Min. 150.0; Mean 1076.203007518797; Max. 2799.0; StDev 572.4545338489507; Valid 133.0

Variable Format: numeric

Notes: UNF:6:2AvuS1i1fI7Vggt2ipLQSA==

f32566 Location:

Summary Statistics: Mean 1062.0526315789475; Min. 150.0; StDev 562.397577419853; Valid 133.0; Max. 2951.0

Variable Format: numeric

Notes: UNF:6:04Jv1r6U8KsOaUzcVuE8pQ==

f32566 Location:

Summary Statistics: Valid 133.0; Mean 1102.751879699248; StDev 569.4661961661863; Max. 2947.0; Min. 278.0

Variable Format: numeric

Notes: UNF:6:1c/X669KgurSMCDyJ7fTqg==

f32566 Location:

Summary Statistics: Max. 2742.0; Mean 903.7067669172933; Valid 133.0; Min. 278.0; StDev 439.1380810998334;

Variable Format: numeric

Notes: UNF:6:NwQNXC22Ig5OXgFaUgw7XA==

f32566 Location:

Summary Statistics: StDev 487.72322964512875; Mean 937.2255639097743; Max. 2951.0; Min. 150.0; Valid 133.0

Variable Format: numeric

Notes: UNF:6:OXMMs5DVOfGp+M3UkL4grQ==

f32566 Location:

Summary Statistics: Min. 116.0; StDev 499.30182252771135; Max. 2396.0; Valid 133.0; Mean 923.8045112781955

Variable Format: numeric

Notes: UNF:6:3r07gtHL24KNGMczRBv0hQ==

f32566 Location:

Variable Format: character

Notes: UNF:6:ID/NypHk7GS2IPQhu6eLog==

f32566 Location:

Variable Format: character

Notes: UNF:6:Mxtax1V221iZ3KOT+77dSw==

f32566 Location:

Summary Statistics: Mean 950.7000000000002; StDev 643.4194529271424; Min. 87.0; Max. 3371.0; Valid 80.0;

Variable Format: numeric

Notes: UNF:6:Rosns6YaZG8Yn8fggz2XPg==

f32566 Location:

Summary Statistics: StDev 706.1292222256579; Valid 80.0; Min. 87.0; Max. 3560.0; Mean 958.05

Variable Format: numeric

Notes: UNF:6:zdPS71bKcN97srNEbJsecg==

f32566 Location:

Summary Statistics: Valid 80.0; Max. 3584.0; StDev 648.9416695715641; Min. 227.0; Mean 1045.975;

Variable Format: numeric

Notes: UNF:6:4avZd7UIntxwWHeBy7z1PQ==

f32566 Location:

Summary Statistics: Max. 4572.0; StDev 883.0157871633706; Mean 885.325; Valid 80.0; Min. 5.0

Variable Format: numeric

Notes: UNF:6:UPXM8JvMhcdhxSoa4YpoaA==

f32566 Location:

Summary Statistics: Max. 5323.0; StDev 991.3383511314643; Valid 80.0; Mean 933.2874999999999; Min. 5.0

Variable Format: numeric

Notes: UNF:6:8C4FDY48Pg4sgUaCBZWWnw==

f32566 Location:

Summary Statistics: Mean 1059.9749999999997; StDev 966.1940468021677; Min. 86.0; Valid 80.0; Max. 5315.0

Variable Format: numeric

Notes: UNF:6:aIvadxWoiIV6ILjU2jOAyw==

f32566 Location:

Summary Statistics: Max. 3016.0; Valid 80.0; StDev 536.0781976717457; Min. 124.0; Mean 856.8375000000001

Variable Format: numeric

Notes: UNF:6:UIhbcBVWoMvSBsCh4RMEoA==

f32566 Location:

Summary Statistics: StDev 660.2374160630555; Valid 80.0; Min. 87.0; Max. 3406.0; Mean 869.1500000000001

Variable Format: numeric

Notes: UNF:6:dthphzQMNsJ2xVPn/6ziPw==

f32566 Location:

Summary Statistics: StDev 513.512765762708; Max. 2612.0; Mean 806.1375000000002; Valid 80.0; Min. 87.0;

Variable Format: numeric

Notes: UNF:6:y0bWPv1cveqNgouasFTvxQ==

f32566 Location:

Summary Statistics: Valid 80.0; Mean 778.0; Max. 4156.0; Min. -97.0; StDev 700.1588065791786;

Variable Format: numeric

Notes: UNF:6:ae3EdTnXMWLNu1MghHJ20A==

f32566 Location:

Summary Statistics: Min. -97.0; Max. 5323.0; Valid 80.0; StDev 875.3050331784885; Mean 781.3125;

Variable Format: numeric

Notes: UNF:6:KgPqO0FtEdJG7APtO6me6g==

f32566 Location:

Summary Statistics: StDev 775.6827225586176; Min. 5.0; Mean 730.9000000000001; Valid 80.0; Max. 4152.0;

Variable Format: numeric

Notes: UNF:6:ImJM+CzQcOr9SiUiZqwGYw==

f32566 Location:

Variable Format: character

Notes: UNF:6:M7w4WcRsRDPbJurLagb0tQ==

f32566 Location:

Variable Format: character

Notes: UNF:6:Q1IlLICtRDaIGNs5SUH8+A==

f32566 Location:

Summary Statistics: Valid 30.0; Min. 150.0; StDev 1990.576829989728; Mean 1689.2333333333331; Max. 7107.0;

Variable Format: numeric

Notes: UNF:6:2SRNyWVOrZLpkat/Z63arQ==

f32566 Location:

Summary Statistics: Valid 30.0; Mean 1571.5666666666666; StDev 1908.023615181938; Max. 6801.0; Min. 150.0;

Variable Format: numeric

Notes: UNF:6:Y4I41blPsYbD4qcgW0ngUw==

f32566 Location:

Summary Statistics: StDev 1854.646733409661; Min. 400.0; Mean 1665.6666666666665; Valid 30.0; Max. 6801.0

Variable Format: numeric

Notes: UNF:6:yb6+wXefakD0N4DXv21iDg==

f32566 Location:

Summary Statistics: StDev 813.9140257909986; Mean 768.4; Max. 2778.0; Valid 30.0; Min. 72.0

Variable Format: numeric

Notes: UNF:6:dNlv7nOqVUfvYKCAtJg81g==

f32566 Location:

Summary Statistics: Valid 30.0; Mean 718.5333333333333; Min. 44.0; StDev 778.7936176231638; Max. 2778.0

Variable Format: numeric

Notes: UNF:6:cs1rKcOCKQma9yIAPLwrxQ==

f32566 Location:

Summary Statistics: StDev 821.9880609922466; Valid 30.0; Max. 3204.0; Mean 873.2; Min. 3.0

Variable Format: numeric

Notes: UNF:6:Le5zRLUqT+xQAgZDxqTSqA==

f32566 Location:

Summary Statistics: Max. 7107.0; Valid 30.0; Min. 124.0; StDev 1989.4151176526302; Mean 1627.8

Variable Format: numeric

Notes: UNF:6:/2BtfnkTa5TUV0VSkGHibQ==

f32566 Location:

Summary Statistics: Max. 6801.0; Min. 124.0; Mean 1497.1; Valid 30.0; StDev 1916.69518649446;

Variable Format: numeric

Notes: UNF:6:ejSMoM2rX+b8s2vdI6h21Q==

f32566 Location:

Summary Statistics: Min. 150.0; Valid 30.0; Max. 6801.0; Mean 1482.2333333333331; StDev 1846.1414128099595

Variable Format: numeric

Notes: UNF:6:t/Ocn189szfBuKgd+7nyEQ==

f32566 Location:

Summary Statistics: Min. -96.0; Mean 702.3666666666667; Max. 2699.0; Valid 30.0; StDev 694.3873252524592;

Variable Format: numeric

Notes: UNF:6:R2OqVR1XI2fbJFgrcLoTTQ==

f32566 Location:

Summary Statistics: Mean 631.0666666666667; Max. 2778.0; Min. -96.0; StDev 774.6848940423914; Valid 30.0

Variable Format: numeric

Notes: UNF:6:yU1WUHB1OnrJWpbPVegqMw==

f32566 Location:

Summary Statistics: Valid 30.0; Max. 2493.0; StDev 598.1399559438842; Min. 25.0; Mean 583.2

Variable Format: numeric

Notes: UNF:6:Yao2KRPC/WwH5fmbNRwi0g==

f32566 Location:

Variable Format: character

Notes: UNF:6:xHX6LrfETKP065Z0L6gt6w==

f32566 Location:

Variable Format: character

Notes: UNF:6:WKFGDB4bZjMZa6NnT3ny5A==

f32566 Location:

Summary Statistics: Min. 150.0; Mean 1222.4285714285713; Max. 5902.0; StDev 1500.26324430008; Valid 14.0;

Variable Format: numeric

Notes: UNF:6:ongUojnrY2yHxx9D6qHz6w==

f32566 Location:

Summary Statistics: StDev 1496.1701877691692; Min. 150.0; Valid 14.0; Max. 5902.0; Mean 1150.0

Variable Format: numeric

Notes: UNF:6:kt0qMBO31GDTvOk4744oYA==

f32566 Location:

Summary Statistics: Min. 227.0; StDev 1431.1659966230718; Valid 14.0; Max. 5771.0; Mean 1278.5714285714287;

Variable Format: numeric

Notes: UNF:6:5+IDlGQosOgfwnKG09Wq8g==

f32566 Location:

Summary Statistics: Min. 23.0; Max. 3302.0; Mean 995.1428571428572; StDev 1033.9982783159937; Valid 14.0;

Variable Format: numeric

Notes: UNF:6:wZfK4t/DtXtiTymDsfLhNg==

f32566 Location:

Summary Statistics: Valid 14.0; Max. 3302.0; Min. 23.0; Mean 980.3571428571428; StDev 1088.2599807556492;

Variable Format: numeric

Notes: UNF:6:ve3eNzRHEW7WaO4cVER0PQ==

f32566 Location:

Summary Statistics: Valid 14.0; Max. 3728.0; Mean 1235.2142857142858; Min. 175.0; StDev 1053.5661184444316

Variable Format: numeric

Notes: UNF:6:U+MnrvXX8c8dW8MGFUEbgA==

f32566 Location:

Summary Statistics: Min. 364.0; Valid 14.0; StDev 1408.6584452537156; Max. 5771.0; Mean 1170.0;

Variable Format: numeric

Notes: UNF:6:eN9G5dDtoNeCwycr2iBW9w==

f32566 Location:

Summary Statistics: Mean 1116.7142857142858; Min. 150.0; Valid 14.0; Max. 5685.0; StDev 1448.557713917347

Variable Format: numeric

Notes: UNF:6:HPyy5os62IYQW5VEJowk6Q==

f32566 Location:

Summary Statistics: StDev 1275.3976152255723; Max. 5077.0; Mean 980.0; Valid 14.0; Min. 150.0

Variable Format: numeric

Notes: UNF:6:t8ZeQm4wrOY/mfVy5MSErg==

f32566 Location:

Summary Statistics: Max. 2564.0; Valid 14.0; Min. 177.0; Mean 973.0714285714287; StDev 810.9171886285226;

Variable Format: numeric

Notes: UNF:6:vGdROQtbS7h61EeYFKDAEw==

f32566 Location:

Summary Statistics: Min. 23.0; StDev 1023.7754223386179; Valid 14.0; Max. 3302.0; Mean 945.5

Variable Format: numeric

Notes: UNF:6:C8O2zYk+MXk+A9CZxkkrsw==

f32566 Location:

Summary Statistics: Valid 14.0; Min. 23.0; Max. 2482.0; StDev 848.2753544239494; Mean 704.0;

Variable Format: numeric

Notes: UNF:6:5kYL7TCUiIzlyTKsG87PIg==

f32566 Location:

Variable Format: character

Notes: UNF:6:dWhb/5KnUmSMUDO7+t1d7A==

f32566 Location:

Summary Statistics: Min. 1.0; Mean 1.1578947368421053; Valid 133.0; StDev 0.5051568202827218; Max. 3.0

Variable Format: numeric

Notes: UNF:6:UnWZCCaziUKdX1BAhBOGyA==

f32566 Location:

Summary Statistics: Mean 2.4545454545454546; Valid 77.0; Max. 3.0; Min. 1.0; StDev 0.6186882248897462

Variable Format: numeric

Notes: UNF:6:jBl1GCZA8pvajtjLSdUqEA==

f32566 Location:

Summary Statistics: StDev 0.6135084781935921; Mean 2.5121951219512195; Max. 3.0; Valid 82.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:MfCll8uUSK71Nn35EbZpxA==

f32566 Location:

Summary Statistics: Valid 72.0; StDev 0.6660795536803288; Max. 3.0; Mean 2.5833333333333335; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:jDN8GZF7IbfIXYO1316C9g==

f32566 Location:

Summary Statistics: Min. 1.0; Valid 59.0; Mean 2.7966101694915255; StDev 0.5502244374970421; Max. 3.0

Variable Format: numeric

Notes: UNF:6:sFtdS0ArZ3x0ixgDflbssw==

f32566 Location:

Summary Statistics: Max. 3.0; Valid 72.0; StDev 0.6403246437958396; Min. 1.0; Mean 2.611111111111111

Variable Format: numeric

Notes: UNF:6:LNfni7B6nej8xjkBqQaNkw==

f32566 Location:

Summary Statistics: Max. 3.0; Mean 2.892857142857143; Valid 56.0; Min. 1.0; StDev 0.4124680231604262

Variable Format: numeric

Notes: UNF:6:JOsug75AOnLfAFekCaWbWQ==

f32566 Location:

Summary Statistics: Max. 3.0; Valid 89.0; Min. 1.0; StDev 0.6947196140788771; Mean 2.168539325842697

Variable Format: numeric

Notes: UNF:6:iu9MOAxrZO7REl5+QBf40g==

f32566 Location:

Summary Statistics: Min. 1.0; Valid 32.0; StDev 0.6927039119836262; Max. 3.0; Mean 2.6875;

Variable Format: numeric

Notes: UNF:6:R38k3kMuz0aD35v++a1i5Q==

f32566 Location:

Variable Format: character

Notes: UNF:6:UUCrTDuK9Y1iERvTyfgqJw==

f32566 Location:

Variable Format: character

Notes: UNF:6:4ENPOng62bO7uR8XYaY7mA==

f32566 Location:

Variable Format: character

Notes: UNF:6:ZeYIqTTUFQO0VGSQ5/H2MA==

f32566 Location:

Variable Format: character

Notes: UNF:6:pWTPBH9IuwNFBGA9uONn/g==

f32566 Location:

Variable Format: character

Notes: UNF:6:jkDX+OJTezqBBkTik3ohfw==

f32566 Location:

Variable Format: character

Notes: UNF:6:HOf11X2o8dHpF/aLz7+QDQ==

f32566 Location:

Variable Format: character

Notes: UNF:6:kkjf272IZZoP5jkrAall/Q==

f32566 Location:

Variable Format: character

Notes: UNF:6:QseMG9qHwbrtpYOPlt9dZg==

f32566 Location:

Variable Format: character

Notes: UNF:6:1+vgjVHz2wdxE7jM417KOg==

f32566 Location:

Variable Format: character

Notes: UNF:6:in02sTE/MTFG3+9fSCux8Q==

f32566 Location:

Variable Format: character

Notes: UNF:6:ZEu1idNVgCaYH8iHf7snMg==

f32566 Location:

Variable Format: character

Notes: UNF:6:cx+FmO5EWSqglq+XVzul0g==

f32566 Location:

Variable Format: character

Notes: UNF:6:2V4qM2ppXxSjqq096T18EQ==

f32566 Location:

Summary Statistics: Max. 2002.0; Valid 116.0; Mean 1980.0603448275863; Min. 1945.0; StDev 13.95850296763414

Variable Format: numeric

Notes: UNF:6:qmMXv2dupaFCt2PYEFCWTw==

f32566 Location:

Variable Format: character

Notes: UNF:6:V14ANRl5dM6dtuyTQKXZ0Q==

f32566 Location:

Summary Statistics: StDev NaN; Valid 0.0; Max. NaN; Min. NaN; Mean NaN;

Variable Format: numeric

Notes: UNF:6:gTWOWO7NOjbIj0AHFzLbCw==

f32566 Location:

Variable Format: character

Notes: UNF:6:gPGwYhEUDaFPdSve9pAspA==

f32566 Location:

Summary Statistics: StDev NaN; Mean NaN; Min. NaN; Valid 0.0; Max. NaN

Variable Format: numeric

Notes: UNF:6:gTWOWO7NOjbIj0AHFzLbCw==

f32566 Location:

Variable Format: character

Notes: UNF:6:DkafI1W5vmkaWs0lvogV9g==

f32566 Location:

Variable Format: character

Notes: UNF:6:s+jVA99//WaDvb59EPrl7w==

f32566 Location:

Summary Statistics: Max. 6.0; Mean 2.969465648854962; Valid 131.0; StDev 1.3470133989266209; Min. 1.0

Variable Format: numeric

Notes: UNF:6:XHRhGtky+QddlAT9R9uxJA==

f32566 Location:

Variable Format: character

Notes: UNF:6:VFf0a2pX/TdRKhE00GdeUg==

f32566 Location:

Variable Format: character

Notes: UNF:6:Bcr5OoQY/X/KeqmdUt9hsA==

f32566 Location:

Variable Format: character

Notes: UNF:6:XKVL2del1XKC/cS7oBJFmw==

f32566 Location:

Variable Format: character

Notes: UNF:6:CWFVBMhv7nORAqLiemLfug==

f32566 Location:

Variable Format: character

Notes: UNF:6:VvVpiMOr1q5n0U0xadySTw==

f32566 Location:

Variable Format: character

Notes: UNF:6:/nShYRjX42t4c/pBQoroag==

Label:

Calif_Revealed_Pref_survey_data.csv

text/csv

Label:

Content_Analysis_Codebook_for_replication.pdf

application/pdf

Label:

README_ForDataSharing_California.txt

text/plain

Label:

README_ForDataSharing_CT_Stated_Pref_Data.txt

text/plain

Label:

README_ForSharing_Content_Analysis_Codebook.txt

text/plain

Label:

README_ForSharing_Geodesign_AZ.txt

text/plain

Label:

README_ForSharing_Geodesign_CT.txt

text/plain