Travel Survey Tools

travelSurveyTools is an R package that empowers users of household travel survey (HTS) data to create meaningful summaries of their data. Currently, travelSurveyTools is compatible with HTS datasets from RSG, Inc., but we hope to expand to any travel survey. If you would like to collaborate, please contact Erika Redding at [email protected]. These datasets usually contain six tables: household, person, day, trip, vehicle, and location. In the future, we may expand travelSurveyTools to work with other types of travel survey data or other types of surveys.

travelSurveyTools is in active development and is open-source; anyone can contribute 🤝. See the CONTRIBUTING page to learn how.

Cloning instructions

1. Set config - usethis::use_git_config(user.name = {"username"}, user.email = {[email protected]})

2. Go to github page to generate token - usethis::create_github_token()

3. Paste your PAT into pop-up that follows - credentials::set_github_pat()

4. Lastly, remotes::install_github() will work - remotes::install_github('RSGInc/travelSurveyTools')

What can this package do?

Some of the things this package enables include:

• Cross tabs with an unlimited number of variables
• Summarizes numeric, categorical, date, and date-time variables
• Accepts both weighted and unweighted data
• Numeric summaries return means, medians, and summaries with binned data
• Ability to use customized datasets (e.g., filtered, binned, renamed data)
• Data labeling helper functions
• Returns sample sizes/unweighted counts
• Standard errors calculated with survey statistics
• Ability to specify custom weights
• Trip rate calculations

Creating the prepared data list

flowchart TD
    A(hts_prep_variable) --> B{hts_validate_variable_list}
    B --> C{remove_missing}
    C --> |TRUE| CA(hts_remove_missing_data)
    C --> |FALSE| D{hts_find_var}
    CA --> D{hts_find_var}
    D --> E(var_is_shared)
    E --> |TRUE| EA(hts_melt_vars)
    E --> |FALSE| F(summarize_var)
    EA --> F(summarize_var)
    F --> |numeric| FA(remove_outliers)
    F --> |categorical| G("summarize_by > 0")
    FA --> FB(hts_bin_var)
    FB --> G("summarize_by > 0")
    G --> |TRUE| GA(hts_find_var)
    GA --> GB(hts_prep_byvar)
    G --> H{"!is.null(strataname)"}
    GB --> H{"!is.null(strataname)"}
    H --> |TRUE| HA(hts_cbind_var)
    H --> |FALSE| I((prepped_dt_ls))
    HA --> I

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Creating the summary

flowchart TD
    A((prepped_dt_ls))
    A --> B(hts_get_ns)
    B --> |categorical| BB(hts_summary_cat)
    B --> |numeric| CB(hts_summary_num)
    BB --> BC{se}
    BC --> |TRUE| BCA(hts_to_so)
    BCA --> BD((cat_summary_ls))
    BC --> |FALSE| BD
    CB --> CC{weighted}
    CC --> |TRUE| CCA(hts_to_so)
    CCA --> CD((num_summary_ls))
    CC --> |FALSE| CD

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