Receiving Helpdesk

what is nway in proc summary

by Prof. Dylan Ziemann Sr. Published 3 years ago Updated 2 years ago

The NWAY options instructs the SUMMARY procedure to only create rows with a combination of all class variables. These options are available only when used with the CLASS statement, not with the BY statement. What is _type_ in Proc Summary?

The NWAY options instructs the SUMMARY procedure to only create rows with a combination of all class variables. These options are available only when used with the CLASS statement, not with the BY statement.

Full Answer

What is the Nway option in Proc means?

where NWAY specifies that the output will contain statistics for the combination of all specified class variables (the observations that have the highest _TYPE_ value). The NWAY option enables you to generate summary statistics for one particular combination of class variables— all of the class variables—in a single PROC MEANS step.

What does Nway mean in SAS?

What Does Nway Mean In Sas The NWAY option enables you to generate summary statistics for one particular combination of class variablesclass variablesIn object-oriented programming with classes, a class variable is any variable declared with the static modifier of which a single copy exists, regardless of how many instances of the class exist. ...

What is the difference between “missing” and “Nway” options?

MISSING – The Missing option instructs the SUMMARY procedure to considers missing values in a class variable when creating summary rows. NWAY – This option instructs the SUMMARY procedure only to create rows with a combination of all class variables

Does Nway have an impact on the output?

You're right about that. NWAY has no impact, unless a CLASS statement is present. To see the impact, try removing NWAY and see what changes. Expect that the BY results will not change. The CLASS results will add observations to the output data set: a summary for the entire data set, a summary for each AGE value, and a summary for each SEX value.

What is _type_ in Proc Summary?

The variable _TYPE_ can be used to identify summary subsets from the data set produced by the procedures MEANS and SUMMARY. The value of _TYPE_ is easily calculated by creating a binary value based on combinations of variables in the CLASS statement and then by converting the binary value into a decimal value.

What does Proc Summary do?

Proc Summary stores descriptive statistics in a data set. Proc Means displays descriptive statistics in output destinations.

What does the default statistic of Proc Summary?

PRINT | NOPRINT specifies whether PROC SUMMARY displays the descriptive statistics. By default, PROC SUMMARY does not display output, but PROC MEANS does display output.

How do you write a summary in SAS?

We can use the following code to calculate descriptive statistics for the Weight variable: /*calculate descriptive statistics for Weight variable*/ proc summary data=sashelp. Fish; var Weight; output out=summaryWeight; run; /*print output dataset*/ proc print data=summaryWeight; What is this?

What is nway SAS?

The NWAY options instructs the SUMMARY procedure to only create rows with a combination of all class variables. These options are available only when used with the CLASS statement, not with the BY statement.

What is difference between proc means and proc summary?

The key difference between PROC MEANS and PROC SUMMARY is that the default action of PROC MEANS is to place the analyses it performs in to your Output Window and in PROC SUMMARY the default is to create an output data set.

How many procs are in SAS?

SAS supports four categories of procedures: 1) reporting, 2) statistical, 3) scoring, and 4) utility.

What are the default statistic can be calculated using PROC means?

By default, PROC MEANS generates N, Mean, Standard Deviation, Minimum and Maximum statistics.

What are procs?

Proc is a computer gaming term that rhymes with "dock." Proc is used as both a noun and a verb to describe whenever a random gaming item activates or a random gaming event occurs.

What are summary statistics in SAS?

In SAS, you can use the UNIVARIATE , MEANS , or SUMMARY procedures to obtain summary statistics such as the median, skewness, and kurtosis. The UNIVARIATE procedure provides a variety of summary statistics for each variable listed in the VAR statement without special options.

What is Proc Tabulate in SAS?

Proc tabulate is predominately used to make nice looking tables. Unlike proc freq this procedure can handle multiple variables in the row and column expressions. It can also handle multiple levels in both rows and columns whereas proc freq will only create two variable contingency tables.

What is proc transpose in SAS?

Creates an output data set by restructuring the values in a SAS data set, transposing selected variables into observations. Tip: You can use data set options with the DATA= and OUT= options. For more information, see Statements with the Same Function in Multiple Procedures.

What is a proc summary in SAS?

PROC SUMMARY in SAS procedures allows us to explore our data not only in terms of counts and distributions but also statistically.

What are the two variables that are created automatically in the summary procedure?

The SUMMARY procedure creates two variables automatically: _FREQ_ and _TYPE_.

What is a var statement?

VAR Statement – The VAR statement, is used to names the numeric variables to be analyzed.

Which option instructs the summary procedure only to create rows with a combination of all class variables?

NWAY – This option instructs the SUMMARY procedure only to create rows with a combination of all class variables.

What are the two procedures for missing?

There are two important SUMMARY procedure options: MISSING and NWAY.

Can you use a proc summary without a VAR?

You can use the PROC SUMMARY procedure without a VAR statement. In this case, it displays the counts or the number of occurrences of your CLASS variables’ values. This gives PROC SUMMARY the same functionality that we find in PROC FREQ.

Can you use Proc Print in SAS?

Apply PROC PRINT to the output SAS data set, but this may result in a LOT of output if you have several CLASS variables.

What is the NWAY option in Proc?

The NWAY option enables you to generate summary statistics for one particular combination of class variables— all of the class variables—in a single PROC MEANS step . Therefore, to generate statistics for several different combinations of class variables, you can specify a separate PROC MEANS step that contains the NWAY option for each combination.

What is output data set?

Each output data set summarizes and reports data for one of the types that are specified in the TYPES statement. A partial view of each output data set is shown below:

image

A Simple Example of Proc Summary

Automatic Variables in Proc Summary

  • The SUMMARY procedure creates two variablesautomatically: _FREQ_ and _TYPE_. _FREQ_– This variable stores the number of rows from the input SAS dataset summarized into every row. _TYPE_– It contains a numeric value identifying the level of interaction between the variablesin the CLASS list. When a BY statement is used, the _TYPE_ variable will alwa...
See more on 9to5sas.com

How Are The Type Values Useful?

  • The TYPE variable is a part of the output SAS data set. Using the _TYPE_ Variable, you can query against this variable’s value and use it to create different reports, each containing different information, with different levels of detail and summarization. We highly reading the articlewritten by Art Carpenter’s – contains the relationship between _type_ and a class variable.
See more on 9to5sas.com

Interpreting _Type_Values

  • The below code snippet is used to group sashelp.cars dataset by Origin, Type and Drivetrain. TYPE =0Represents the entire data set TYPE =1 Origin (across all Origins) TYPE =2Represents Type(across all Types within Origins) TYPE =3Represents Drivetrain within Types and origins After a PROC SUMMARY, a series of PROC PRINTs could be coded to select off different TYPE value…
See more on 9to5sas.com

Figuring Out Type Values

  • There are two ways to see your _TYPE_values: Apply PROC PRINT to the output SAS data set, but this may result in a LOT of output if you have several CLASS variables. Another way is to manipulate the data to print only the first value of each _TYPE_ variable, which is enough to find out which _TYPE_ values you need (be careful of doing this if you have used the MISSING optio…
See more on 9to5sas.com

Using The Nway and Levels Option

  • As discussed earlier, with the NWAY option, you can have only the combination of class variablesin the output. To demonstrate this see the example below where I have used the NWAY option to find the MSRP sum of Cars by Region and Type. Until now, you have seen that adding a class variable increases the _TYPE_ variable and eventually also increases the number of output…
See more on 9to5sas.com

Proc Summary Without A var Statement

  • You can use the PROC SUMMARY procedure without a VAR statement. In this case, it displays the counts or the number of occurrences of your CLASS variables’ values. This gives PROC SUMMARY the same functionality that we find in PROC FREQ.
See more on 9to5sas.com

Proc Summary Without A Class Statement

  • PROC SUMMARY does not need to have a CLASS statement.PROC SUMMARY must have either a CLASS or a VAR statement, but it does not need to contain both. When no CLASS statement is provided, only a _TYPE_ =0 record is produced and no other levels of variablesare created. The Takeaway: So, this was our side on the PROC SUMMARY Procedure. We really hope that you mu…
See more on 9to5sas.com

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z 1 2 3 4 5 6 7 8 9
8.3.21PHP Version4.12sRequest Duration2MBMemory UsageGET {post}Route
  • warninglog[13:00:41] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\QueryFormatter:...
  • warninglog[13:00:41] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\QueryFormatter:...
  • warninglog[13:00:41] LOG.warning: Callables of the form ["Swift_SmtpTransport", "Swift_Transport_EsmtpTranspor...
  • warninglog[13:00:41] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\SimpleFormatter...
  • warninglog[13:00:41] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\SimpleFormatter...
  • warninglog[13:00:41] LOG.warning: json_decode(): Passing null to parameter #1 ($json) of type string is deprec...
  • warninglog[13:00:41] LOG.warning: json_decode(): Passing null to parameter #1 ($json) of type string is deprec...
  • Booting (22.03ms)
  • Application (4.1s)
  • 1 x Application (99.45%)
    4.10s
    1 x Booting (0.53%)
    22.03ms
    7 templates were rendered
    • themes.DevBlog.content.post (resources/views/themes/DevBlog/content/post.blade.php)34blade
      Params
      0
      post
      1
      postContent
      2
      author
      3
      updated_at
      4
      bing_rich_snippet_text
      5
      bing_rich_snippet_link
      6
      bing_related_keywords
      7
      google_related_keywords
      8
      bing_news_title
      9
      bing_news_description
      10
      bing_videos
      11
      bing_images
      12
      bing_search_result_title
      13
      bing_search_result_description
      14
      bing_search_result_url
      15
      bing_paa_questions
      16
      bing_paa_answers
      17
      bing_slider_faq_questions
      18
      bing_slider_faq_answers
      19
      bing_pop_faq_questions
      20
      bing_pop_faq_answers
      21
      bing_tab_faq_questions
      22
      bing_tab_faq_answers
      23
      google_faq_questions
      24
      google_faq_answers
      25
      google_rich_snippet
      26
      google_search_result
      27
      indexedArray
      28
      total_images
      29
      total_videos
      30
      settings
      31
      url_current
      32
      menus
      33
      sidebar
    • themes.DevBlog.layouts.master (resources/views/themes/DevBlog/layouts/master.blade.php)41blade
      Params
      0
      __env
      1
      app
      2
      errors
      3
      post
      4
      postContent
      5
      author
      6
      updated_at
      7
      bing_rich_snippet_text
      8
      bing_rich_snippet_link
      9
      bing_related_keywords
      10
      google_related_keywords
      11
      bing_news_title
      12
      bing_news_description
      13
      bing_videos
      14
      bing_images
      15
      bing_search_result_title
      16
      bing_search_result_description
      17
      bing_search_result_url
      18
      bing_paa_questions
      19
      bing_paa_answers
      20
      bing_slider_faq_questions
      21
      bing_slider_faq_answers
      22
      bing_pop_faq_questions
      23
      bing_pop_faq_answers
      24
      bing_tab_faq_questions
      25
      bing_tab_faq_answers
      26
      google_faq_questions
      27
      google_faq_answers
      28
      google_rich_snippet
      29
      google_search_result
      30
      indexedArray
      31
      total_images
      32
      total_videos
      33
      settings
      34
      url_current
      35
      menus
      36
      sidebar
      37
      i
      38
      __currentLoopData
      39
      loop
      40
      item
    • themes.DevBlog.panels.head (resources/views/themes/DevBlog/panels/head.blade.php)41blade
      Params
      0
      __env
      1
      app
      2
      errors
      3
      post
      4
      postContent
      5
      author
      6
      updated_at
      7
      bing_rich_snippet_text
      8
      bing_rich_snippet_link
      9
      bing_related_keywords
      10
      google_related_keywords
      11
      bing_news_title
      12
      bing_news_description
      13
      bing_videos
      14
      bing_images
      15
      bing_search_result_title
      16
      bing_search_result_description
      17
      bing_search_result_url
      18
      bing_paa_questions
      19
      bing_paa_answers
      20
      bing_slider_faq_questions
      21
      bing_slider_faq_answers
      22
      bing_pop_faq_questions
      23
      bing_pop_faq_answers
      24
      bing_tab_faq_questions
      25
      bing_tab_faq_answers
      26
      google_faq_questions
      27
      google_faq_answers
      28
      google_rich_snippet
      29
      google_search_result
      30
      indexedArray
      31
      total_images
      32
      total_videos
      33
      settings
      34
      url_current
      35
      menus
      36
      sidebar
      37
      i
      38
      __currentLoopData
      39
      loop
      40
      item
    • themes.DevBlog.panels.header (resources/views/themes/DevBlog/panels/header.blade.php)41blade
      Params
      0
      __env
      1
      app
      2
      errors
      3
      post
      4
      postContent
      5
      author
      6
      updated_at
      7
      bing_rich_snippet_text
      8
      bing_rich_snippet_link
      9
      bing_related_keywords
      10
      google_related_keywords
      11
      bing_news_title
      12
      bing_news_description
      13
      bing_videos
      14
      bing_images
      15
      bing_search_result_title
      16
      bing_search_result_description
      17
      bing_search_result_url
      18
      bing_paa_questions
      19
      bing_paa_answers
      20
      bing_slider_faq_questions
      21
      bing_slider_faq_answers
      22
      bing_pop_faq_questions
      23
      bing_pop_faq_answers
      24
      bing_tab_faq_questions
      25
      bing_tab_faq_answers
      26
      google_faq_questions
      27
      google_faq_answers
      28
      google_rich_snippet
      29
      google_search_result
      30
      indexedArray
      31
      total_images
      32
      total_videos
      33
      settings
      34
      url_current
      35
      menus
      36
      sidebar
      37
      i
      38
      __currentLoopData
      39
      loop
      40
      item
    • themes.DevBlog.panels.navbar (resources/views/themes/DevBlog/panels/navbar.blade.php)41blade
      Params
      0
      __env
      1
      app
      2
      errors
      3
      post
      4
      postContent
      5
      author
      6
      updated_at
      7
      bing_rich_snippet_text
      8
      bing_rich_snippet_link
      9
      bing_related_keywords
      10
      google_related_keywords
      11
      bing_news_title
      12
      bing_news_description
      13
      bing_videos
      14
      bing_images
      15
      bing_search_result_title
      16
      bing_search_result_description
      17
      bing_search_result_url
      18
      bing_paa_questions
      19
      bing_paa_answers
      20
      bing_slider_faq_questions
      21
      bing_slider_faq_answers
      22
      bing_pop_faq_questions
      23
      bing_pop_faq_answers
      24
      bing_tab_faq_questions
      25
      bing_tab_faq_answers
      26
      google_faq_questions
      27
      google_faq_answers
      28
      google_rich_snippet
      29
      google_search_result
      30
      indexedArray
      31
      total_images
      32
      total_videos
      33
      settings
      34
      url_current
      35
      menus
      36
      sidebar
      37
      i
      38
      __currentLoopData
      39
      loop
      40
      item
    • themes.DevBlog.panels.footer (resources/views/themes/DevBlog/panels/footer.blade.php)41blade
      Params
      0
      __env
      1
      app
      2
      errors
      3
      post
      4
      postContent
      5
      author
      6
      updated_at
      7
      bing_rich_snippet_text
      8
      bing_rich_snippet_link
      9
      bing_related_keywords
      10
      google_related_keywords
      11
      bing_news_title
      12
      bing_news_description
      13
      bing_videos
      14
      bing_images
      15
      bing_search_result_title
      16
      bing_search_result_description
      17
      bing_search_result_url
      18
      bing_paa_questions
      19
      bing_paa_answers
      20
      bing_slider_faq_questions
      21
      bing_slider_faq_answers
      22
      bing_pop_faq_questions
      23
      bing_pop_faq_answers
      24
      bing_tab_faq_questions
      25
      bing_tab_faq_answers
      26
      google_faq_questions
      27
      google_faq_answers
      28
      google_rich_snippet
      29
      google_search_result
      30
      indexedArray
      31
      total_images
      32
      total_videos
      33
      settings
      34
      url_current
      35
      menus
      36
      sidebar
      37
      i
      38
      __currentLoopData
      39
      loop
      40
      item
    • themes.DevBlog.panels.scripts (resources/views/themes/DevBlog/panels/scripts.blade.php)41blade
      Params
      0
      __env
      1
      app
      2
      errors
      3
      post
      4
      postContent
      5
      author
      6
      updated_at
      7
      bing_rich_snippet_text
      8
      bing_rich_snippet_link
      9
      bing_related_keywords
      10
      google_related_keywords
      11
      bing_news_title
      12
      bing_news_description
      13
      bing_videos
      14
      bing_images
      15
      bing_search_result_title
      16
      bing_search_result_description
      17
      bing_search_result_url
      18
      bing_paa_questions
      19
      bing_paa_answers
      20
      bing_slider_faq_questions
      21
      bing_slider_faq_answers
      22
      bing_pop_faq_questions
      23
      bing_pop_faq_answers
      24
      bing_tab_faq_questions
      25
      bing_tab_faq_answers
      26
      google_faq_questions
      27
      google_faq_answers
      28
      google_rich_snippet
      29
      google_search_result
      30
      indexedArray
      31
      total_images
      32
      total_videos
      33
      settings
      34
      url_current
      35
      menus
      36
      sidebar
      37
      i
      38
      __currentLoopData
      39
      loop
      40
      item
    uri
    GET {post}
    middleware
    web, checkdate
    as
    post.show
    controller
    App\Http\Controllers\Frontend\json_data\PostController@show
    namespace
    where
    file
    app/Http/Controllers/Frontend/json_data/PostController.php:18-166
    7 statements were executed4.07s
    • select * from `posts` where `published_at` <= '2025-06-22 13:00:41' and `slug` = 'what-is-nway-in-proc-summary' and `posts`.`deleted_at` is null limit 1
      6.64ms/app/Providers/RouteServiceProvider.php:54receivinghelpdeskask
      Metadata
      Bindings
      • 0. 2025-06-22 13:00:41
      • 1. what-is-nway-in-proc-summary
      Backtrace
      • 15. /app/Providers/RouteServiceProvider.php:54
      • 18. /vendor/laravel/framework/src/Illuminate/Routing/Router.php:842
      • 19. Route binding:39
      • 20. /vendor/laravel/framework/src/Illuminate/Pipeline/Pipeline.php:167
      • 21. /vendor/laravel/framework/src/Illuminate/Foundation/Http/Middleware/VerifyCsrfToken.php:78
    • select * from `json_post_contents` where `json_post_contents`.`post_id` = 214596 and `json_post_contents`.`post_id` is not null and `rewrite_id` = 0
      12.03msmiddleware::checkdate:30receivinghelpdeskask
      Metadata
      Bindings
      • 0. 214596
      • 1. 0
      Backtrace
      • 19. middleware::checkdate:30
      • 20. /vendor/laravel/framework/src/Illuminate/Pipeline/Pipeline.php:167
      • 21. /vendor/laravel/jetstream/src/Http/Middleware/ShareInertiaData.php:61
      • 22. /vendor/laravel/framework/src/Illuminate/Pipeline/Pipeline.php:167
      • 23. /vendor/laravel/framework/src/Illuminate/Routing/Middleware/SubstituteBindings.php:50
    • select * from `nova_menu_menus` where `slug` = 'header' limit 1
      830μs/vendor/outl1ne/nova-menu-builder/src/helpers.php:32receivinghelpdeskask
      Metadata
      Bindings
      • 0. header
      Backtrace
      • 15. /vendor/outl1ne/nova-menu-builder/src/helpers.php:32
      • 17. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 18. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:45
      • 19. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:261
      • 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
    • select * from `nova_menu_menu_items` where `nova_menu_menu_items`.`menu_id` = 1 and `nova_menu_menu_items`.`menu_id` is not null and `parent_id` is null order by `parent_id` asc, `order` asc, `name` asc
      590μs/vendor/outl1ne/nova-menu-builder/src/Models/Menu.php:35receivinghelpdeskask
      Metadata
      Bindings
      • 0. 1
      Backtrace
      • 19. /vendor/outl1ne/nova-menu-builder/src/Models/Menu.php:35
      • 20. /vendor/outl1ne/nova-menu-builder/src/helpers.php:33
      • 22. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 23. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:45
      • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:261
    • select * from `nova_menu_menu_items` where `nova_menu_menu_items`.`parent_id` in (1) order by `order` asc
      460μs/vendor/outl1ne/nova-menu-builder/src/Models/Menu.php:35receivinghelpdeskask
      Metadata
      Backtrace
      • 24. /vendor/outl1ne/nova-menu-builder/src/Models/Menu.php:35
      • 25. /vendor/outl1ne/nova-menu-builder/src/helpers.php:33
      • 27. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 28. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:45
      • 29. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:261
    • select `id`, `post_title`, `slug` from `posts` where `status` = 'publish' and `posts`.`deleted_at` is null order by RAND() limit 10
      4.05s/app/View/Composers/SidebarView.php:22receivinghelpdeskask
      Metadata
      Bindings
      • 0. publish
      Backtrace
      • 14. /app/View/Composers/SidebarView.php:22
      • 15. /app/View/Composers/SidebarView.php:12
      • 16. /vendor/laravel/framework/src/Illuminate/View/Concerns/ManagesEvents.php:124
      • 17. /vendor/laravel/framework/src/Illuminate/View/Concerns/ManagesEvents.php:162
      • 20. /vendor/laravel/framework/src/Illuminate/View/Concerns/ManagesEvents.php:177
    • select * from `fake_users` where `fake_users`.`id` = 10511 limit 1
      980μsview::2dd102cf0462e89a4d4d8bc77355d767652bf9aa:15receivinghelpdeskask
      Metadata
      Bindings
      • 0. 10511
      Backtrace
      • 21. view::2dd102cf0462e89a4d4d8bc77355d767652bf9aa:15
      • 23. /vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:108
      • 24. /vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 25. /vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69
      • 26. /vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:61
    App\Models\FakeUser
    1
    Outl1ne\MenuBuilder\Models\MenuItem
    1
    Outl1ne\MenuBuilder\Models\Menu
    1
    App\Models\JsonPostContent
    1
    App\Models\Post
    11
        _token
        QTa5qqzMFKI2zBv45SE5IDzWOoqoGfmeJQWfcKUt
        _previous
        array:1 [ "url" => "https://receivinghelpdesk.com/ask/what-is-nway-in-proc-summary" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /what-is-nway-in-proc-summary
        status_code
        200
        
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        
        request_request
        []
        
        request_headers
        0 of 0
        array:24 [ "cf-ipcountry" => array:1 [ 0 => "US" ] "cf-connecting-ip" => array:1 [ 0 => "216.73.216.214" ] "cdn-loop" => array:1 [ 0 => "cloudflare; loops=1" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "accept" => array:1 [ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [ 0 => "?0" ] "sec-ch-ua" => array:1 [ 0 => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99"" ] "cache-control" => array:1 [ 0 => "no-cache" ] "pragma" => array:1 [ 0 => "no-cache" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "cf-ray" => array:1 [ 0 => "953a0aaeaea5f845-ORD" ] "accept-encoding" => array:1 [ 0 => "gzip, br" ] "priority" => array:1 [ 0 => "u=0, i" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "cf-visitor" => array:1 [ 0 => "{"scheme":"https"}" ] "connection" => array:1 [ 0 => "close" ] "x-forwarded-proto" => array:1 [ 0 => "https" ] "x-forwarded-for" => array:1 [ 0 => "216.73.216.214, 172.70.130.190" ] "x-server-addr" => array:1 [ 0 => "154.12.239.204" ] "host" => array:1 [ 0 => "receivinghelpdesk.com" ] ]
        request_server
        0 of 0
        array:55 [ "USER" => "runcloud" "HOME" => "/home/runcloud" "SCRIPT_NAME" => "/ask/index.php" "REQUEST_URI" => "/ask/what-is-nway-in-proc-summary" "QUERY_STRING" => "" "REQUEST_METHOD" => "GET" "SERVER_PROTOCOL" => "HTTP/1.0" "GATEWAY_INTERFACE" => "CGI/1.1" "REDIRECT_URL" => "/ask/what-is-nway-in-proc-summary" "REMOTE_PORT" => "58736" "SCRIPT_FILENAME" => "/home/runcloud/webapps/ReceivingHelpDesk/ask/index.php" "SERVER_ADMIN" => "you@example.com" "CONTEXT_DOCUMENT_ROOT" => "/home/runcloud/webapps/ReceivingHelpDesk/" "CONTEXT_PREFIX" => "" "REQUEST_SCHEME" => "http" "DOCUMENT_ROOT" => "/home/runcloud/webapps/ReceivingHelpDesk/" "REMOTE_ADDR" => "172.70.130.190" "SERVER_PORT" => "80" "SERVER_ADDR" => "127.0.0.1" "SERVER_NAME" => "receivinghelpdesk.com" "SERVER_SOFTWARE" => "Apache/2.4.63 (Unix) OpenSSL/1.1.1f" "SERVER_SIGNATURE" => "" "LD_LIBRARY_PATH" => "/RunCloud/Packages/apache2-rc/lib" "PATH" => "/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin" "HTTP_CF_IPCOUNTRY" => "US" "HTTP_CF_CONNECTING_IP" => "216.73.216.214" "HTTP_CDN_LOOP" => "cloudflare; loops=1" "HTTP_SEC_FETCH_SITE" => "none" "HTTP_ACCEPT" => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" "HTTP_USER_AGENT" => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" "HTTP_UPGRADE_INSECURE_REQUESTS" => "1" "HTTP_SEC_CH_UA_PLATFORM" => ""Windows"" "HTTP_SEC_CH_UA_MOBILE" => "?0" "HTTP_SEC_CH_UA" => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99"" "HTTP_CACHE_CONTROL" => "no-cache" "HTTP_PRAGMA" => "no-cache" "HTTP_SEC_FETCH_DEST" => "document" "HTTP_CF_RAY" => "953a0aaeaea5f845-ORD" "HTTP_ACCEPT_ENCODING" => "gzip, br" "HTTP_PRIORITY" => "u=0, i" "HTTP_SEC_FETCH_USER" => "?1" "HTTP_SEC_FETCH_MODE" => "navigate" "HTTP_CF_VISITOR" => "{"scheme":"https"}" "HTTP_CONNECTION" => "close" "HTTP_X_FORWARDED_PROTO" => "https" "HTTP_X_FORWARDED_FOR" => "216.73.216.214, 172.70.130.190" "HTTP_X_SERVER_ADDR" => "154.12.239.204" "HTTP_HOST" => "receivinghelpdesk.com" "HTTPS" => "on" "REDIRECT_STATUS" => "200" "REDIRECT_HTTPS" => "on" "FCGI_ROLE" => "RESPONDER" "PHP_SELF" => "/ask/index.php" "REQUEST_TIME_FLOAT" => 1750577441.1962 "REQUEST_TIME" => 1750577441 ]
        request_cookies
        []
        
        response_headers
        0 of 0
        array:7 [ "content-type" => array:1 [ 0 => "text/html; charset=UTF-8" ] "cache-control" => array:1 [ 0 => "private, must-revalidate" ] "date" => array:1 [ 0 => "Sun, 22 Jun 2025 07:30:41 GMT" ] "pragma" => array:1 [ 0 => "no-cache" ] "expires" => array:1 [ 0 => -1 ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6IjBEYlV6WVBvS1R4c1FpblgwTzRmSmc9PSIsInZhbHVlIjoiU2JQMFl5Sk1rTWNobTZvbVllYUszd2JlTzlTbUd5Y2s2S3VIbFdqZ3JJK2xlcVo0T0VVbjkrLzF1VWRRanAzWlNHTENFYk9acjYwWXJLVEJaYnJMUUJiVFJMMFFVMDB4dXNVQnRGZjJHTWdZRmg4emh0aDFGSFpkZlEwOXFJcm0iLCJtYWMiOiIyOWFiZjg1ZGQ1YTEyNmUwOTY4YTVhNGVkMzA5Mzk2YTZkOWYwNjg1ZDQwZWQ1OTE1NThlODZkM2QzYmUwYzRmIiwidGFnIjoiIn0%3D; expires=Sun, 22-Jun-2025 09:30:45 GMT; Max-Age=7200; path=/; samesite=laxXSRF-TOKEN=eyJpdiI6IjBEYlV6WVBvS1R4c1FpblgwTzRmSmc9PSIsInZhbHVlIjoiU2JQMFl5Sk1rTWNobTZvbVllYUszd2JlTzlTbUd5Y2s2S3VIbFdqZ3JJK2xlcVo0T0VVbjkrLzF1VWRRanAzWlNHTENFY" 1 => "askhelpdesk_session=eyJpdiI6IklKSmJBUS9SRXh1SFFiUFZOajdUTmc9PSIsInZhbHVlIjoiaFNJckQ5aHk5eTZoUDhkS245MEUxVXpPZDFmU1Z2NnJGV0RPTmxod1ZKRmRUUTBNRmFMaUk2UU52Y2E3RTMwMlo3RW51OGZiOFcvczhLYXhCVmtwMDRYMzRxbTdRWFQ4RmJHNkJLbHJ1MmlsNUpQVHlJTVRGOE1yZDdha2VNRDYiLCJtYWMiOiI1ZDJhOWNmNjExZWIxMDEzNzQ3NGU1ZTQyZjk3MzhlMjFkODkyZjE1ZjI4YWZkNzVkNmFjYTk0YzdjMWJiNmExIiwidGFnIjoiIn0%3D; expires=Sun, 22-Jun-2025 09:30:45 GMT; Max-Age=7200; path=/; httponly; samesite=laxaskhelpdesk_session=eyJpdiI6IklKSmJBUS9SRXh1SFFiUFZOajdUTmc9PSIsInZhbHVlIjoiaFNJckQ5aHk5eTZoUDhkS245MEUxVXpPZDFmU1Z2NnJGV0RPTmxod1ZKRmRUUTBNRmFMaUk2UU52Y2E3RTMw" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6IjBEYlV6WVBvS1R4c1FpblgwTzRmSmc9PSIsInZhbHVlIjoiU2JQMFl5Sk1rTWNobTZvbVllYUszd2JlTzlTbUd5Y2s2S3VIbFdqZ3JJK2xlcVo0T0VVbjkrLzF1VWRRanAzWlNHTENFYk9acjYwWXJLVEJaYnJMUUJiVFJMMFFVMDB4dXNVQnRGZjJHTWdZRmg4emh0aDFGSFpkZlEwOXFJcm0iLCJtYWMiOiIyOWFiZjg1ZGQ1YTEyNmUwOTY4YTVhNGVkMzA5Mzk2YTZkOWYwNjg1ZDQwZWQ1OTE1NThlODZkM2QzYmUwYzRmIiwidGFnIjoiIn0%3D; expires=Sun, 22-Jun-2025 09:30:45 GMT; path=/XSRF-TOKEN=eyJpdiI6IjBEYlV6WVBvS1R4c1FpblgwTzRmSmc9PSIsInZhbHVlIjoiU2JQMFl5Sk1rTWNobTZvbVllYUszd2JlTzlTbUd5Y2s2S3VIbFdqZ3JJK2xlcVo0T0VVbjkrLzF1VWRRanAzWlNHTENFY" 1 => "askhelpdesk_session=eyJpdiI6IklKSmJBUS9SRXh1SFFiUFZOajdUTmc9PSIsInZhbHVlIjoiaFNJckQ5aHk5eTZoUDhkS245MEUxVXpPZDFmU1Z2NnJGV0RPTmxod1ZKRmRUUTBNRmFMaUk2UU52Y2E3RTMwMlo3RW51OGZiOFcvczhLYXhCVmtwMDRYMzRxbTdRWFQ4RmJHNkJLbHJ1MmlsNUpQVHlJTVRGOE1yZDdha2VNRDYiLCJtYWMiOiI1ZDJhOWNmNjExZWIxMDEzNzQ3NGU1ZTQyZjk3MzhlMjFkODkyZjE1ZjI4YWZkNzVkNmFjYTk0YzdjMWJiNmExIiwidGFnIjoiIn0%3D; expires=Sun, 22-Jun-2025 09:30:45 GMT; path=/; httponlyaskhelpdesk_session=eyJpdiI6IklKSmJBUS9SRXh1SFFiUFZOajdUTmc9PSIsInZhbHVlIjoiaFNJckQ5aHk5eTZoUDhkS245MEUxVXpPZDFmU1Z2NnJGV0RPTmxod1ZKRmRUUTBNRmFMaUk2UU52Y2E3RTMw" ] ]
        session_attributes
        0 of 0
        array:4 [ "_token" => "QTa5qqzMFKI2zBv45SE5IDzWOoqoGfmeJQWfcKUt" "_previous" => array:1 [ "url" => "https://receivinghelpdesk.com/ask/what-is-nway-in-proc-summary" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]