Receiving Helpdesk

how do you calculate a pipette error

by Ellen Langosh DDS Published 3 years ago Updated 2 years ago

To calculate error for a pipette, you would need to know two values. The first is the measured value and the second is the true value. The true value of a measurement is a theoretical approximation that cannot be determined in real world pipetting operations.

5. Data analysis
  1. Convert balance readings (mg) to volume (µl) using the Z factor (table to determine the correct Z factor): Vi = Single volume in µl. ...
  2. Calculate the mean volume per test volume and per channel: V = mean volume. ...
  3. Calculate the accuracy (systematic error) in %: ...
  4. Calculate the precision (random error) in %:

Full Answer

What are the sources of error in pipette measurements?

A pipette is used to precisely measure and transfer small volumes of liquid in the laboratory in experiments that demand high accuracy. However, the sources of error in pipette measurements could arise from device failure or due to misuse by the operator.

How to check the calibration of a pipette?

To check the calibration of a pipette, you will need the pipette, pipette tips, distilled water, a beaker, a thermometer, a balance, and weigh boats. The balance needs to be specific to micrograms to calibrate micropipettes with a maximum of 1 µL.

How do you calculate the volume of a pipette?

Define the formula for calculated volume. The formula for calculating the volume dispensed by the pipette is V = w * Z where w is the weight of the water, Z is the conversion factor based on the density of the water, and V is the calculated volume of how much water was dispensed.

What if my pipette accuracy is outwith 99%?

If your pipette accuracy is outwith 99-101%, stop using the pipette and speak with your lab manager or supervisor. There may be existing arrangements available to get your pipette serviced and calibrated either in-house or with a company to ensure it’s performing correctly.

How do you calculate the accuracy of a pipette?

Finally, calculate accuracy by using the equation A = 100 x Vavg/V0, where A is the accuracy of the pipette, Vavg is the average calculated volume and V0 is the theoretical volume you tried to dispense. If the accuracy value lies in the 99-101% range, the pipette is considered normal and calibrated.

What is the error of a pipette?

The systematic error is the deviation of the mean volume measured for a pipette from the volume set on the pipette counter. The systematic error specification is a fixed range outside of which measured mean volumes are not allowed.

How much is pipetting error?

For pipettes with nominal volumes between those provided in this table, systematic error limits are equal to ±2.0% of the pipette's nominal volume, and the tolerance limit for random error is 1% of the pipette's nominal volume.

What is the uncertainty of a pipette?

Uncertainties for Volumetric GlasswareItemVolume (mL)Uncertainty (mL)Transfer pipette “To Deliver”2.000±0.0061.000±0.006Mohr (graduated) pipette10.00±0.05Volumetric flask1000.0±0.3014 more rows•Jun 12, 2008

What is the uncertainty of a 10 mL pipette?

To find the uncertainties and approximate number of significant figures when using volumetric glassware use Table 1. Table 1. Capacity Tolerances for Class A Volumetric Glassware. A 10-ml pipet is listed as 10.00 0.02, which is close enough to 4 significant figures, 10.00 ml.

How do you calculate error in concentration?

Percent Error Calculation StepsSubtract one value from another. ... Divide the error by the exact or ideal value (not your experimental or measured value). ... Convert the decimal number into a percentage by multiplying it by 100.Add a percent or % symbol to report your percent error value.

What is the uncertainty of a 25 mL pipette?

Obtain a 25 mL volumetric pipette. The accuracy of these pipettes ranges from ± 0.01 mL to ± 0.06 mL depending on the “class” and size of pipette used.

How do you overcome pipetting errors?

Practice a smooth and slow motion.Pre-wet the pipette tip.Hold the pipette vertically when drawing in liquid and at a 45-degree angle when dispensing.Immerse the tip slightly into the liquid during aspiration.Touch off the pipette on the sidewall of the container.

What is the uncertainty of a 1ml pipette?

In general, the uncertainty of a measurement is determined by the precision of the measuring device. A 1-ml pipette with a graduation of 0.01mL with give an uncertainty of + 0.001, or 10% of the smallest graduation (10% • 0.01 = . 001).

How do I calculate uncertainty?

Subtract the mean from each measured value and square the results. Add up all subtracted values. Divide the result by the square root of the total number of measurements taken.

How do you measure uncertainty?

A common rule of thumb is to take one-half the unit of the last decimal place in a measurement to obtain the uncertainty. Rule For Stating Uncertainties - Experimental uncertainties should be stated to 1- significant figure.

Why is pipette calibration important?

Pipette calibration is important to ensure the accuracy of what you're measuring. Inaccurate measurements could have adverse effects on experimenta...

How do I calibrate the instrument for use at a temperature of 24 degrees Celsius?

If the distilled water you used was 24 degrees Celsius at atmospheric pressure, your Z value would be 1.0038 µg/mg. Multiply these two values toget...

Does this process apply to fast release pipette pumps?

Fast-release pipette pumps are made for pipettes that are calibrated to the tip but retain the final drop. They are usually calibrated professional...

How to calibrate a pipette?

To calibrate a pipette, place a clean weigh boat on a scale and hit “zero” so you don’t record the weight of the boat. Then, wipe the pipette down with ethanol to sterilize it. Once the device is sterile, pre-rinse the tip by pushing the button to the first stop and sticking it into the liquid.

How to find volume of a pipette?

The formula for calculating the volume dispensed by the pipette is V = w * Z where w is the weight of the water, Z is the conversion factor based on the density of the water, and V is the calculated volume of how much water was dispensed.

How to dispense liquid from a water pipette?

Release the button to aspirate some liquid and then dispense the liquid again by pushing the button down. Repeat this three times to pre-rinse the tip. Push the button to the second stop to dispense any liquid that remains in the tip and remove the pipette from the water. Aspirate the calibration volume.

Why is it important to check the pipette calibration?

Pipettes are a type of lab equipment used to measure and transfer very small volumes of liquid. Accuracy and precision in pipette measurement are necessary as any discrepancy in volumes dispensed can affect the results of an experiment. To ensure accuracy, it is necessary to check the pipette calibration every few months.

What to do if pipette does not pass calibration?

Send the pipette for calibration, if necessary. If your pipette does not pass the calibration test, stop using it for experiments immediately. Pipettes are very delicate and expensive pieces of lab equipment. You cannot fix the calibration yourself so you will need to send them in for proper servicing.

How to test a pipette for calibration?

Wipe down the pipette with ethanol to kill any contaminants before beginning and make sure nothing is clogging the tip end of the pipette. Place the appropriate tip on the end and set the volume that you want to test. For calibration, test both the smallest volume and the largest volume the pipette can dispense.

How often should you check a pipette?

To ensure accuracy, it is necessary to check the pipette calibration every few months. The calibration process helps to check whether or not the equipment is dispensing the proper volumes so it can be fixed if it is not. Steps.

What is necessary to go through gravimetric calibration of a piston pipette?

In order to correctly go through procedure of gravimetric calibration of a piston pipette, it is necessary to have adequate measuring equipment , for which metrological requirements are defined by in norm

What is uncertainty measurement?

Measuring uncertainty is connected to testing and/or measuring procedures valid in laboratories. According to the natural rights, there are no accurate measurements, it is only possible to calculate the range in which obtained result is positioned. The size of this range depends on accepted trust level. Another issue refers to thorough analysis of each component of uncertainty. If an uncertainty budget analysis is performed incorrectly, it may lead to a situation where accepted result is incorrect, or correct result may be dropped off as incorrect.

What is systemic error?

Systematic error, (also known as pipette accuracy error), according to International Vocabulary of Basic and General Terms of Metrology (VIM), is a difference between average and infinite quantity of measurements of the same measured value, performed in repeatable conditions, and real measured value.

What is complex uncertainty?

the most common is the complex uncertainty, there are, however, some cases, where complete uncertainty analysis is based on the type B.

How do pipettes fail?

First, it is important that laboratories define device failure. During calibration, the liquid volumes dispensed by the pipette being tested are compared against a standard and the deviation from this standard is measured. Performance outside of acceptable limits is defined as failure.

What happens if a pipette is not working?

In the best case scenario, using a pipette that is not performing accurately results in the need to retest samples or reevaluate data. While this does waste time, resources and money, the consequences are not as severe as when a malfunctioning pipette generates inaccurate test results used for treatment or when samples cannot be retested. This has a far greater impact with much higher costs of failure.

What is it called when a pipette fails?

This is called a silent pipette failure.

How to find MTBF?

One way to determine MTBF, is to track a group of pipettes until each one fails, determining how long it takes each pipette to fail. The mean of all the failure times is the MTBF for that specific group of pipettes. The MTBF can also be determined mathematically, using the formula below:

What percentage of pipette failures are caused by accidents?

On the other hand, ninety percent of failures are random and unpredictable, caused by incidents such as accidents or misuse.

Why do you need to calibrate a spectrophotometer?

Just as is required for spectrophotometers and balances, pipettes should be calibrated on a regular basis to verify performance. The more frequently pipette checks (calibration or verification) are performed, the sooner malfunctioning pipettes will be detected and taken out of service.

Is pipette failure preventable?

Fortunately, careful examination often shows evidence of the source of failure, and many of these causes are preventable. Understanding pipette failure and preventing recurrence may be the most cost effective means of reducing costs and risk while improving quality and compliance.

How long to adjust pipettes before calibration?

It is also important to adjust the pipettes to the calibration environment for more than an hour before starting the calibration. Lastly, if the pipette does not pass the calibration test and you cannot fix the calibration yourself, then, have it set up for service. Written by Sulov Saha. Image Credit: Luigi Guarino.

Why is a pipette used in a lab?

A pipette is used to precisely measure and transfer small volumes of liquid in the laboratory in experiments that demand high accuracy. However, the sources of error in pipette measurements could arise from device failure or due to misuse by the operator.

How often should you check qPCR pipette calibration?

It is, therefore, necessary to check pipette calibration every few months to ensure accuracy by dispensing right volumes.

What factors affect pipette performance?

Pipette performance is influenced significantly by environmental factors such as temperature and humidity. 1 This means that a pipette calibrated at an environmentally controlled facility may deliver incorrectly on the benchtop. 2 Artel therefore recommends testing pipette performance under working conditions.

What happens if a pipette is too strict?

Tolerances that are too strict can cause a large number of so-called “false failures,” where a pipette in good working order produces test results that are out of tolerance. Tolerances that are too broad can degrade the quality of the laboratory’s analytical work.

What tip to use for pipette?

If the user chooses another type of tip (e.g., a filter, elongated or gel loading tip), or a lower quality tip, the pipette can easily test outside of the manufacturer’s tolerances.

Why is it so hard to reproduce a manufacturer's performance claims?

Users frequently find it difficult to reproduce a manufacturer’s performance claims, for a number of reasons: There are no consistent standards for how manufacturers set their performance claims.

Sample Percent Error Calculation

Dr. Helmenstine holds a Ph.D. in biomedical sciences and is a science writer, educator, and consultant. She has taught science courses at the high school, college, and graduate levels.

Percent Error Formula

Percent error is the difference between a measured or experiment value and an accepted or known value, divided by the known value, multiplied by 100%.

Percent Error Calculation Steps

Subtract one value from another. The order does not matter if you are dropping the sign (taking the absolute value. Subtract the theoretical value from the experimental value if you are keeping negative signs. This value is your "error."

Percent Error Example Calculation

In a lab, you are given a block of aluminum. You measure the dimensions of the block and its displacement in a container of a known volume of water. You calculate the density of the block of aluminum to be 2.68 g/cm 3. You look up the density of a block of aluminum at room temperature and find it to be 2.70 g/cm 3.

Percent Error Versus Absolute and Relative Error

Percent error is related to absolute error and relative error. The difference between an experimental and known value is the absolute error. When you divide that number by the known value you get relative error. Percent error is relative error multiplied by 100%. In all cases, report values using the appropriate number of significant digits.

image
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 Version1.31sRequest Duration2MBMemory UsageGET {post}Route
  • warninglog[23:13:43] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\QueryFormatter:...
  • warninglog[23:13:43] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\QueryFormatter:...
  • warninglog[23:13:43] LOG.warning: Callables of the form ["Swift_SmtpTransport", "Swift_Transport_EsmtpTranspor...
  • warninglog[23:13:43] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\SimpleFormatter...
  • warninglog[23:13:43] LOG.warning: Creation of dynamic property Barryvdh\Debugbar\DataFormatter\SimpleFormatter...
  • warninglog[23:13:43] LOG.warning: json_decode(): Passing null to parameter #1 ($json) of type string is deprec...
  • warninglog[23:13:43] LOG.warning: json_decode(): Passing null to parameter #1 ($json) of type string is deprec...
  • Booting (11.25ms)
  • Application (1.3s)
  • 1 x Application (99.12%)
    1.30s
    1 x Booting (0.86%)
    11.25ms
    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 executed1.28s
    • select * from `posts` where `published_at` <= '2025-06-06 23:13:43' and `slug` = 'how-do-you-calculate-a-pipette-error' and `posts`.`deleted_at` is null limit 1
      2.47ms/app/Providers/RouteServiceProvider.php:54receivinghelpdeskask
      Metadata
      Bindings
      • 0. 2025-06-06 23:13:43
      • 1. how-do-you-calculate-a-pipette-error
      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` = 197788 and `json_post_contents`.`post_id` is not null and `rewrite_id` = 0
      7.83msmiddleware::checkdate:30receivinghelpdeskask
      Metadata
      Bindings
      • 0. 197788
      • 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
      560μs/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
      420μs/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
      300μs/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
      1.27s/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` = 40277 limit 1
      660μsview::2dd102cf0462e89a4d4d8bc77355d767652bf9aa:15receivinghelpdeskask
      Metadata
      Bindings
      • 0. 40277
      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
        tjoBBSWZBGTZLlnIdhGp6m9LieR9md20C2t8gYDL
        _previous
        array:1 [ "url" => "https://receivinghelpdesk.com/ask/how-do-you-calculate-a-pipette-error" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /how-do-you-calculate-a-pipette-error
        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:25 [ "cookie" => array:1 [ 0 => "_pk_id.64.7c30=9f3309ef2877eb43.1749231806.; _pk_ses.64.7c30=1; XSRF-TOKEN=eyJpdiI6InU4c0hnQjcxVjV1K0t5SVRwdjYvQXc9PSIsInZhbHVlIjoiTlV2OG56dlBJSDZqTUtySHZZbkNiMzEvYkNiVTVpTUhmTmM0SHdxb2xLSVRVeGl0bUQvR01wWkpRcFhaYi8zTHljR1lVanltUTJzWDlXd2h4SEZ2SGhvQm10RWdjVTFkU1djN2xscE1hbHhpN2JJYWUwUEpaOTVaYUVkNXlBalYiLCJtYWMiOiI3NTJiNGJhNDE4YWVkMzgxMjQxZGNmOTM4Y2RlODlhYTMxMDQxNDMzODU1YzZhNzY1NjAyZTFmZjlhZGJjNTlmIiwidGFnIjoiIn0%3D; askhelpdesk_session=eyJpdiI6IkxIMWhJb053ZFlCZEwwTE9KbG5nOGc9PSIsInZhbHVlIjoiY0RZR05ndVg4Y1JzMURxSm5HaVpJZVIwbmwzT3BpYjFHN0g5eGVkN3h1WFNwdUZBUjNQRUNwNW8xeU9DNnB6ZWN5L1l2TU5jSk1DVXdyc3BXZXV2RUt1c3FKTmZPTTNWVHZiWlA4OTVHWmJzOUUyemo2Ny9OV05vNUZEbUpOZEEiLCJtYWMiOiI3NzMzNzVmZjU3ZDkyNjM2N2MyN2U2NTYwMTMyNjk1ZjFjZmE4ZDhiNTNlM2JiYTNhNTBhZThjZmNmNDI3NThjIiwidGFnIjoiIn0%3D_pk_id.64.7c30=9f3309ef2877eb43.1749231806.; _pk_ses.64.7c30=1; XSRF-TOKEN=eyJpdiI6InU4c0hnQjcxVjV1K0t5SVRwdjYvQXc9PSIsInZhbHVlIjoiTlV2OG56dlBJSDZqTUtySHZZbkNiM" ] "cf-ipcountry" => array:1 [ 0 => "US" ] "cf-connecting-ip" => array:1 [ 0 => "216.73.216.115" ] "cdn-loop" => array:1 [ 0 => "cloudflare; loops=1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "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" ] "accept-encoding" => array:1 [ 0 => "gzip, br" ] "cf-ray" => array:1 [ 0 => "94b9b6af9cd645f5-ORD" ] "priority" => array:1 [ 0 => "u=0, i" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "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 => "216.73.216.115, 172.69.17.204" ] "x-server-addr" => array:1 [ 0 => "154.12.239.204" ] "host" => array:1 [ 0 => "receivinghelpdesk.com" ] ]
        request_server
        0 of 0
        array:56 [ "USER" => "runcloud" "HOME" => "/home/runcloud" "SCRIPT_NAME" => "/ask/index.php" "REQUEST_URI" => "/ask/how-do-you-calculate-a-pipette-error" "QUERY_STRING" => "" "REQUEST_METHOD" => "GET" "SERVER_PROTOCOL" => "HTTP/1.0" "GATEWAY_INTERFACE" => "CGI/1.1" "REDIRECT_URL" => "/ask/how-do-you-calculate-a-pipette-error" "REMOTE_PORT" => "33156" "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" => "172.69.17.204" "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_COOKIE" => "_pk_id.64.7c30=9f3309ef2877eb43.1749231806.; _pk_ses.64.7c30=1; XSRF-TOKEN=eyJpdiI6InU4c0hnQjcxVjV1K0t5SVRwdjYvQXc9PSIsInZhbHVlIjoiTlV2OG56dlBJSDZqTUtySHZZbkNiMzEvYkNiVTVpTUhmTmM0SHdxb2xLSVRVeGl0bUQvR01wWkpRcFhaYi8zTHljR1lVanltUTJzWDlXd2h4SEZ2SGhvQm10RWdjVTFkU1djN2xscE1hbHhpN2JJYWUwUEpaOTVaYUVkNXlBalYiLCJtYWMiOiI3NTJiNGJhNDE4YWVkMzgxMjQxZGNmOTM4Y2RlODlhYTMxMDQxNDMzODU1YzZhNzY1NjAyZTFmZjlhZGJjNTlmIiwidGFnIjoiIn0%3D; askhelpdesk_session=eyJpdiI6IkxIMWhJb053ZFlCZEwwTE9KbG5nOGc9PSIsInZhbHVlIjoiY0RZR05ndVg4Y1JzMURxSm5HaVpJZVIwbmwzT3BpYjFHN0g5eGVkN3h1WFNwdUZBUjNQRUNwNW8xeU9DNnB6ZWN5L1l2TU5jSk1DVXdyc3BXZXV2RUt1c3FKTmZPTTNWVHZiWlA4OTVHWmJzOUUyemo2Ny9OV05vNUZEbUpOZEEiLCJtYWMiOiI3NzMzNzVmZjU3ZDkyNjM2N2MyN2U2NTYwMTMyNjk1ZjFjZmE4ZDhiNTNlM2JiYTNhNTBhZThjZmNmNDI3NThjIiwidGFnIjoiIn0%3D_pk_id.64.7c30=9f3309ef2877eb43.1749231806.; _pk_ses.64.7c30=1; XSRF-TOKEN=eyJpdiI6InU4c0hnQjcxVjV1K0t5SVRwdjYvQXc9PSIsInZhbHVlIjoiTlV2OG56dlBJSDZqTUtySHZZbkNiM" "HTTP_CF_IPCOUNTRY" => "US" "HTTP_CF_CONNECTING_IP" => "216.73.216.115" "HTTP_CDN_LOOP" => "cloudflare; loops=1" "HTTP_SEC_FETCH_MODE" => "navigate" "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_ACCEPT_ENCODING" => "gzip, br" "HTTP_CF_RAY" => "94b9b6af9cd645f5-ORD" "HTTP_PRIORITY" => "u=0, i" "HTTP_SEC_FETCH_DEST" => "document" "HTTP_SEC_FETCH_USER" => "?1" "HTTP_CF_VISITOR" => "{"scheme":"https"}" "HTTP_CONNECTION" => "close" "HTTP_X_FORWARDED_PROTO" => "https" "HTTP_X_FORWARDED_FOR" => "216.73.216.115, 172.69.17.204" "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" => 1749231823.3091 "REQUEST_TIME" => 1749231823 ]
        request_cookies
        0 of 0
        array:4 [ "_pk_id_64_7c30" => null "_pk_ses_64_7c30" => null "XSRF-TOKEN" => "tjoBBSWZBGTZLlnIdhGp6m9LieR9md20C2t8gYDL" "askhelpdesk_session" => "T3ZAKP8qt4tprYpDOC8yXzyMIt8kNUX9ttFkDnZX" ]
        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 => "Fri, 06 Jun 2025 17:43:43 GMT" ] "pragma" => array:1 [ 0 => "no-cache" ] "expires" => array:1 [ 0 => -1 ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6ImpuVm1RMDRhdW02K3RidU1zZ3o4bnc9PSIsInZhbHVlIjoiUkh5Ri8rVXlBanBhb0JaNURYZmIxclNvM1hyR1Z6clo2bmw5c0tERUs0Nkx6R0V2YS9pOHhQRWZFWjJZYUljRHQ5bVpYU1ZZc2Y4eGRpc2VkeWxTdW9scS8xNFhqSTJaVjJYckhGUm9YSTNsZ0ZGWHJDb2YzTE0wVzlYZ2ZmWlEiLCJtYWMiOiJmMzUxMWYzYTNjNWU1ZTczOGE0ZWZiZjVhZGNjOGUxYzZhY2JmMjdjZjVlMjA5NWY4YzJlMGU1YzRmZDIyNGRlIiwidGFnIjoiIn0%3D; expires=Fri, 06-Jun-2025 19:43:44 GMT; Max-Age=7200; path=/; samesite=laxXSRF-TOKEN=eyJpdiI6ImpuVm1RMDRhdW02K3RidU1zZ3o4bnc9PSIsInZhbHVlIjoiUkh5Ri8rVXlBanBhb0JaNURYZmIxclNvM1hyR1Z6clo2bmw5c0tERUs0Nkx6R0V2YS9pOHhQRWZFWjJZYUljRHQ5bVpYU" 1 => "askhelpdesk_session=eyJpdiI6ImNhOVNPeTMrK1hzWURiaTZjS2ZUMlE9PSIsInZhbHVlIjoiUlphMnBpQW4xL0dhOXROWjZnY2dUWWRRamFtbzNIL0ZVVExmOWlEeUt2WXQ0VHBIdFNLV1p2YWV5M2VxRmFVL2FCS3g3M1JXUFdpZDROeXdFQ1hJRUJTVkI4aExZeG9jenQwcTdzejRqSlhNQU1xejRTSXZ0NFVwSFAzcHJJVHkiLCJtYWMiOiI4Y2UxMjMzMTJiYTc1NGIwNGU3ZDVhYWFhOWFlMjhhYWQwNjRiOTBkY2FlODAxNDljZmE1YmUwZjE5ZTBkMDAyIiwidGFnIjoiIn0%3D; expires=Fri, 06-Jun-2025 19:43:44 GMT; Max-Age=7200; path=/; httponly; samesite=laxaskhelpdesk_session=eyJpdiI6ImNhOVNPeTMrK1hzWURiaTZjS2ZUMlE9PSIsInZhbHVlIjoiUlphMnBpQW4xL0dhOXROWjZnY2dUWWRRamFtbzNIL0ZVVExmOWlEeUt2WXQ0VHBIdFNLV1p2YWV5M2VxRmFV" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6ImpuVm1RMDRhdW02K3RidU1zZ3o4bnc9PSIsInZhbHVlIjoiUkh5Ri8rVXlBanBhb0JaNURYZmIxclNvM1hyR1Z6clo2bmw5c0tERUs0Nkx6R0V2YS9pOHhQRWZFWjJZYUljRHQ5bVpYU1ZZc2Y4eGRpc2VkeWxTdW9scS8xNFhqSTJaVjJYckhGUm9YSTNsZ0ZGWHJDb2YzTE0wVzlYZ2ZmWlEiLCJtYWMiOiJmMzUxMWYzYTNjNWU1ZTczOGE0ZWZiZjVhZGNjOGUxYzZhY2JmMjdjZjVlMjA5NWY4YzJlMGU1YzRmZDIyNGRlIiwidGFnIjoiIn0%3D; expires=Fri, 06-Jun-2025 19:43:44 GMT; path=/XSRF-TOKEN=eyJpdiI6ImpuVm1RMDRhdW02K3RidU1zZ3o4bnc9PSIsInZhbHVlIjoiUkh5Ri8rVXlBanBhb0JaNURYZmIxclNvM1hyR1Z6clo2bmw5c0tERUs0Nkx6R0V2YS9pOHhQRWZFWjJZYUljRHQ5bVpYU" 1 => "askhelpdesk_session=eyJpdiI6ImNhOVNPeTMrK1hzWURiaTZjS2ZUMlE9PSIsInZhbHVlIjoiUlphMnBpQW4xL0dhOXROWjZnY2dUWWRRamFtbzNIL0ZVVExmOWlEeUt2WXQ0VHBIdFNLV1p2YWV5M2VxRmFVL2FCS3g3M1JXUFdpZDROeXdFQ1hJRUJTVkI4aExZeG9jenQwcTdzejRqSlhNQU1xejRTSXZ0NFVwSFAzcHJJVHkiLCJtYWMiOiI4Y2UxMjMzMTJiYTc1NGIwNGU3ZDVhYWFhOWFlMjhhYWQwNjRiOTBkY2FlODAxNDljZmE1YmUwZjE5ZTBkMDAyIiwidGFnIjoiIn0%3D; expires=Fri, 06-Jun-2025 19:43:44 GMT; path=/; httponlyaskhelpdesk_session=eyJpdiI6ImNhOVNPeTMrK1hzWURiaTZjS2ZUMlE9PSIsInZhbHVlIjoiUlphMnBpQW4xL0dhOXROWjZnY2dUWWRRamFtbzNIL0ZVVExmOWlEeUt2WXQ0VHBIdFNLV1p2YWV5M2VxRmFV" ] ]
        session_attributes
        0 of 0
        array:4 [ "_token" => "tjoBBSWZBGTZLlnIdhGp6m9LieR9md20C2t8gYDL" "_previous" => array:1 [ "url" => "https://receivinghelpdesk.com/ask/how-do-you-calculate-a-pipette-error" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]