CASSI at UNC Charlotte Rider Survey — Cary, NC Open Data

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The North Carolina Department of Transportation (NCDOT) implemented an online survey using Smartsheet. The survey was accessible through URL (tinyurl.com/cassicharlotte) and Quick Response (QR) codes at the shuttle stops and inside the shuttle during the pilot period (July 12-December 21, 2024). 62 responses were collected in total. 59 respondents rode the shuttle and three respondents did not ride the shuttle.

NCDOT partnered with UNC Charlotte to bring the Connected Autonomous Shuttle Supporting Innovation (CASSI) program to the campus. Please see NCDOT's CASSI webpage for additional information about the program.

Please look to the CASSI_NCDOT_UNC_Charlotte_Open_Data_Portal_Documentation_20240712.pdf file in the Attachments section below for a record of all data cleaning and quality control practices conducted and to the Dataset Schema section for descriptions of the columns present.

Dataset Identifier

cassi-at-unc-charlotte-rider-survey

Downloads

77

Themes

Transport, Movements, Internet of Things

Keywords

CASSI

License

CC0 1.0 Universal

Language

English

Timezone

US/Eastern

Modified

January 22, 2025 11:36 AM

Publisher

North Carolina Department of Transportation

Territory

Follow

By subscribing to this dataset, you can receive email notifications from the dataset's publisher if important changes happen.

Last processing

January 22, 2025 11:36 AM (metadata)

July 15, 2024 3:16 PM (data)

Attachments

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CASSI_NCDOT_UNC_Charlotte_Open_Data_Portal_Documentation_20240712.pdf

Dataset schema

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Primary Column [Survey Response ID]

No description available for this field.

Name (identifier)	primary_column
Type	integer
Sample

Did you ride the driverless shuttle?

Yes or No

No description available for this field.

Name (identifier)	did_you_ride_the_driverless_shuttle
Type	text
Sample

How many times have you taken the driverless shuttle in the past?

0 times, 1-2 times, 3-5 times, 5-10 times, More than 10 times, or Daily

No description available for this field.

Name (identifier)	how_many_times_have_you_taken_the_driverless_shuttle_in_the_past
Type	text
Sample

Where did you get on the shuttle?

Student Union West, Student Union Deck, Light Rail East, Greek Village #1, Greek Village #8, or Science Building

No description available for this field.

Name (identifier)	where_did_you_get_on_the_shuttle
Type	text
Sample

Where did you get off the shuttle?

Student Union West, Student Union Deck, Light Rail East, Greek Village #1, Greek Village #8, or Science Building

No description available for this field.

Name (identifier)	where_did_you_get_off_the_shuttle
Type	text
Sample

Did you visit UNC Charlotte to ride the shuttle?

Yes or No

No description available for this field.

Name (identifier)	did_you_visit_unc_charlotte_to_ride_the_shuttle
Type	text
Sample

How did you get to UNC Charlotte?

Walk, Bike, Scooter, Skateboard, Bus, Light rail, Other transit, Carpool, or Personal vehicle

No description available for this field.

Name (identifier)	how_did_you_get_to_unc_charlotte
Type	text
Sample

I had a good experience using the shuttle.

1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree

No description available for this field.

Name (identifier)	i_had_a_good_experience_using_the_shuttle
Type	text
Sample

The shuttle arrived at my stop within a reasonable amount of time.

1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree

No description available for this field.

Name (identifier)	the_shuttle_arrived_at_my_stop_within_a_reasonable_amount_of_time
Type	text
Sample

I was able to get to my destination in a reasonable amount of time.

1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree

No description available for this field.

Name (identifier)	i_was_able_to_get_to_my_destination_in_a_reasonable_amount_of_time
Type	text
Sample

I had a good experience with the attendant on the shuttle.

1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree

No description available for this field.

Name (identifier)	i_had_a_good_experience_with_the_attendant_on_the_shuttle
Type	text
Sample

I prefer a driverless shuttle with an attendant.

1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree

No description available for this field.

Name (identifier)	i_prefer_a_driverless_shuttle_with_an_attendant
Type	text
Sample

I support seeing more driverless shuttles on UNC Charlotte's campus.

1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree

No description available for this field.

Name (identifier)	i_support_seeing_more_driverless_shuttles_on_unc_charlotte_s_campus
Type	text
Sample

Where on campus would you like to see driverless shuttles?

Free response

No description available for this field.

Name (identifier)	where_on_campus_would_you_like_to_see_driverless_shuttles
Type	text
Sample

BEFORE riding the shuttle, I felt that driverless vehicles are:

1 – Very safe, 2 – Safe, 3 – Neither safe nor unsafe (no opinion), 4 – Unsafe, or 5 – Very unsafe

No description available for this field.

Name (identifier)	before_riding_the_shuttle_i_felt_that_driverless_vehicles_are
Type	text
Sample

AFTER riding the shuttle, I feel that driverless vehicles are:

1 – Very safe, 2 – Safe, 3 – Neither safe nor unsafe (no opinion), 4 – Unsafe, or 5 – Very unsafe

No description available for this field.

Name (identifier)	after_riding_the_shuttle_i_feel_that_driverless_vehicles_are
Type	text
Sample

If you felt unsafe while riding the shuttle, please tell us why.

Free response

No description available for this field.

Name (identifier)	if_you_felt_unsafe_while_riding_the_shuttle_please_tell_us_why
Type	text
Sample

Did you ride the driverless shuttle for a fun experience or to get to a specific destination?

Fun experience, Specific destination, Both, or Other

No description available for this field.

Name (identifier)	did_you_ride_the_driverless_shuttle_for_a_fun_experience_or_to_get_to_a_specific_destination
Type	text
Sample

Please provide your reason for riding the driverless shuttle.

Free response

No description available for this field.

Name (identifier)	please_provide_your_reason_for_riding_the_driverless_shuttle
Type	text
Sample

If you had not taken the driverless shuttle, which of the following modes of transportation best describes how you would have traveled?

Walk, Bike, Bus or other transit, Carpool, Personal vehicle, Other mode, or Would not have taken the trip

No description available for this field.

Name (identifier)	if_you_had_not_taken_the_driverless_shuttle_which_of_the_following_modes_of_transportation_best_desc
Type	text
Sample

What other mode would you have used to travel?

Free response

No description available for this field.

Name (identifier)	what_other_mode_would_you_have_used_to_travel
Type	text
Sample

Would you ride the shuttle again?

Yes, Maybe, or No

No description available for this field.

Name (identifier)	would_you_ride_the_shuttle_again
Type	text
Sample

Why or why not?

Free response

No description available for this field.

Name (identifier)	why_or_why_not
Type	text
Sample

Did you use a mobility device during your trip (e.g., wheelchair, cane, crutches, or walker)?

Yes or No

No description available for this field.

Name (identifier)	did_you_use_a_mobility_device_during_your_trip_e_g_wheelchair_cane_crutches_or_walker
Type	text
Sample

The shuttle comfortably accommodated my mobility device.

Yes or No

No description available for this field.

Name (identifier)	the_shuttle_comfortably_accommodated_my_mobility_device
Type	text
Sample

What works well in the shuttle to accommodate your mobility device?

Free response

No description available for this field.

Name (identifier)	what_works_well_in_the_shuttle_to_accommodate_your_mobility_device
Type	text
Sample

How could the shuttle better accommodate your mobility device?

Free response

No description available for this field.

Name (identifier)	how_could_the_shuttle_better_accommodate_your_mobility_device
Type	text
Sample

Please share any additional feedback about your ride.

Free response

No description available for this field.

Name (identifier)	please_share_any_additional_feedback_about_your_ride
Type	text
Sample

What is your age?

Under 18, 18-29, 30-49, 50-69, or 70 and over

No description available for this field.

Name (identifier)	what_is_your_age
Type	text
Sample

What is your gender?

Female, Male, Nonbinary, Other, or Prefer not to say

No description available for this field.

Name (identifier)	what_is_your_gender
Type	text
Sample

What is your race or ethnicity?

White, Hispanic or Latino, Black or African American, American Indian or Alaska Native, Asian, Native Hawaiian or Other Pacific Islander, or Prefer not to say

No description available for this field.

Name (identifier)	what_is_your_race_or_ethnicity
Type	text
Sample

What is your highest level of education?

Less than 9th grade, 9th to 12th grade (no diploma), High school graduate or equivalency, Some college (no degree), Associate degree, Bachelor's degree, Master's degree, Professional degree, Doctorate degree, or Prefer not to say

No description available for this field.

Name (identifier)	what_is_your_highest_level_of_education
Type	text
Sample

What is your annual household income?

Less than $15,000, $15,000-$24,999, $25,000-$34,999, $35,000-$49,999, $50,000-$74,999, $75,000-$99,999, $100,000-$149,999, $150,000 or greater, or Prefer not to say

No description available for this field.

Name (identifier)	what_is_your_annual_household_income
Type	text
Sample

What is your association with UNC Charlotte?

Faculty/staff, Student, Visitor, or Other

No description available for this field.

Name (identifier)	what_is_your_association_with_unc_charlotte
Type	text
Sample

What is your major or area of study?

Free response

No description available for this field.

Name (identifier)	what_is_your_major_or_area_of_study
Type	text
Sample

Do you live on campus?

Yes or No

No description available for this field.

Name (identifier)	do_you_live_on_campus
Type	text
Sample

What is the zip code of your residence?

Free response

No description available for this field.

Name (identifier)	what_is_the_zip_code_of_your_residence
Type	text
Sample

How did you hear about the driverless shuttle?

Signs or flyers on campus, Advertisement in UNC Charlotte's newsletter, Press release from UNC Charlotte or NCDOT, UNC Charlotte social media or webpage, NCDOT social media or webpage, From a friend or family member, or Other

No description available for this field.

Name (identifier)	how_did_you_hear_about_the_driverless_shuttle
Type	text
Sample

Created Date

Automatic timestamp when a survey is submitted. Datetime is in ISO 8601 Timezone-Aware format for US/Eastern or (EST/EDT) Timezone.

No description available for this field.

Name (identifier)	created_date
Type	datetime
Sample

JSON Schema

The following JSON object is a standardized description of your dataset's schema. More about JSON schema.

{

"title":"cassi-at-unc-charlotte-rider-survey",
"type":"object",
"oneOf":
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- {
  - "$ref":"#/definitions/cassi-at-unc-charlotte-rider-survey"
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    "description":""
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    ,
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    "description":"Yes or No"
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    ,
    "how_many_times_have_you_taken_the_driverless_shuttle_in_the_past":
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    ,
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    "type":"string",
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    "description":"Yes or No"
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    "type":"string",
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    ,
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    {
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    "description":"1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree"
    }
    ,
    "i_had_a_good_experience_with_the_attendant_on_the_shuttle":
    {
    "type":"string",
    "title":"I had a good experience with the attendant on the shuttle.",
    "description":"1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree"
    }
    ,
    "i_prefer_a_driverless_shuttle_with_an_attendant":
    {
    "type":"string",
    "title":"I prefer a driverless shuttle with an attendant.",
    "description":"1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree"
    }
    ,
    "i_support_seeing_more_driverless_shuttles_on_unc_charlotte_s_campus":
    {
    "type":"string",
    "title":"I support seeing more driverless shuttles on UNC Charlotte's campus.",
    "description":"1 – Strongly Agree, 2 – Agree, 3 – Neither agree nor disagree, 4 – Disagree, or 5 – Strongly disagree"
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    ,
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    "type":"string",
    "title":"Where on campus would you like to see driverless shuttles?",
    "description":"Free response"
    }
    ,
    "before_riding_the_shuttle_i_felt_that_driverless_vehicles_are":
    {
    "type":"string",
    "title":"BEFORE riding the shuttle, I felt that driverless vehicles are:",
    "description":"1 – Very safe, 2 – Safe, 3 – Neither safe nor unsafe (no opinion), 4 – Unsafe, or 5 – Very unsafe"
    }
    ,
    "after_riding_the_shuttle_i_feel_that_driverless_vehicles_are":
    {
    "type":"string",
    "title":"AFTER riding the shuttle, I feel that driverless vehicles are:",
    "description":"1 – Very safe, 2 – Safe, 3 – Neither safe nor unsafe (no opinion), 4 – Unsafe, or 5 – Very unsafe"
    }
    ,
    "if_you_felt_unsafe_while_riding_the_shuttle_please_tell_us_why":
    {
    "type":"string",
    "title":"If you felt unsafe while riding the shuttle, please tell us why.",
    "description":"Free response"
    }
    ,
    "did_you_ride_the_driverless_shuttle_for_a_fun_experience_or_to_get_to_a_specific_destination":
    {
    "type":"string",
    "title":"Did you ride the driverless shuttle for a fun experience or to get to a specific destination?",
    "description":"Fun experience, Specific destination, Both, or Other"
    }
    ,
    "please_provide_your_reason_for_riding_the_driverless_shuttle":
    {
    "type":"string",
    "title":"Please provide your reason for riding the driverless shuttle.",
    "description":"Free response"
    }
    ,
    "if_you_had_not_taken_the_driverless_shuttle_which_of_the_following_modes_of_transportation_best_desc":
    {
    "type":"string",
    "title":"If you had not taken the driverless shuttle, which of the following modes of transportation best describes how you would have traveled?",
    "description":"Walk, Bike, Bus or other transit, Carpool, Personal vehicle, Other mode, or Would not have taken the trip"
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    ,
    "what_other_mode_would_you_have_used_to_travel":
    {
    "type":"string",
    "title":"What other mode would you have used to travel?",
    "description":"Free response"
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    ,
    "would_you_ride_the_shuttle_again":
    {
    "type":"string",
    "title":"Would you ride the shuttle again?",
    "description":"Yes, Maybe, or No"
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    ,
    "why_or_why_not":
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    "type":"string",
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    "description":"Free response"
    }
    ,
    "did_you_use_a_mobility_device_during_your_trip_e_g_wheelchair_cane_crutches_or_walker":
    {
    "type":"string",
    "title":"Did you use a mobility device during your trip (e.g., wheelchair, cane, crutches, or walker)?",
    "description":"Yes or No"
    }
    ,
    "the_shuttle_comfortably_accommodated_my_mobility_device":
    {
    "type":"string",
    "title":"The shuttle comfortably accommodated my mobility device.",
    "description":"Yes or No"
    }
    ,
    "what_works_well_in_the_shuttle_to_accommodate_your_mobility_device":
    {
    "type":"string",
    "title":"What works well in the shuttle to accommodate your mobility device?",
    "description":"Free response"
    }
    ,
    "how_could_the_shuttle_better_accommodate_your_mobility_device":
    {
    "type":"string",
    "title":"How could the shuttle better accommodate your mobility device?",
    "description":"Free response"
    }
    ,
    "please_share_any_additional_feedback_about_your_ride":
    {
    "type":"string",
    "title":"Please share any additional feedback about your ride.",
    "description":"Free response"
    }
    ,
    "what_is_your_age":
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    "type":"string",
    "title":"What is your age?",
    "description":"Under 18, 18-29, 30-49, 50-69, or 70 and over"
    }
    ,
    "what_is_your_gender":
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    "type":"string",
    "title":"What is your gender?",
    "description":"Female, Male, Nonbinary, Other, or Prefer not to say"
    }
    ,
    "what_is_your_race_or_ethnicity":
    {
    "type":"string",
    "title":"What is your race or ethnicity?",
    "description":"White, Hispanic or Latino, Black or African American, American Indian or Alaska Native, Asian, Native Hawaiian or Other Pacific Islander, or Prefer not to say"
    }
    ,
    "what_is_your_highest_level_of_education":
    {
    "type":"string",
    "title":"What is your highest level of education?",
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    }
    ,
    "what_is_your_annual_household_income":
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    "type":"string",
    "title":"What is your annual household income?",
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    }
    ,
    "what_is_your_association_with_unc_charlotte":
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    "type":"string",
    "title":"What is your association with UNC Charlotte?",
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    }
    ,
    "what_is_your_major_or_area_of_study":
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    "type":"string",
    "title":"What is your major or area of study?",
    "description":"Free response"
    }
    ,
    "do_you_live_on_campus":
    {
    "type":"string",
    "title":"Do you live on campus?",
    "description":"Yes or No"
    }
    ,
    "what_is_the_zip_code_of_your_residence":
    {
    "type":"string",
    "title":"What is the zip code of your residence?",
    "description":"Free response"
    }
    ,
    "how_did_you_hear_about_the_driverless_shuttle":
    {
    "type":"string",
    "title":"How did you hear about the driverless shuttle?",
    "description":"Signs or flyers on campus, Advertisement in UNC Charlotte's newsletter, Press release from UNC Charlotte or NCDOT, UNC Charlotte social media or webpage, NCDOT social media or webpage, From a friend or family member, or Other"
    }
    ,
    "created_date":
    {
    "type":"string",
    "format":"date-time",
    "title":"Created Date",
    "description":"Automatic timestamp when a survey is submitted. Datetime is in ISO 8601 Timezone-Aware format for US/Eastern or (EST/EDT) Timezone."
    }
    }
    }
    }
  }
}

}

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