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Open Knowledge Foundation👀 ODE helps you find errors in your datasets and correct them in no time – a process called <a href="https://fosstodon.org/tags/datavalidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#datavalidation</a> in industry jargon. It also checks that your dataset has all the necessary information for others to use, guaranteeing, again in technical jargon, data <a href="https://fosstodon.org/tags/interoperability" class="mention hashtag" rel="nofollow noopener" target="_blank">#interoperability</a>.

The Breakpoint ShowReady to validate your data like a pro? Tune in to "The Breakpoint Show" podcast to explore how developers can keep data clean, safe, and bug-free in their .NET solutions! Learn tips and tricks, and have some fun with validation! <a href="https://mastodon.social/tags/DotNET" class="mention hashtag" rel="nofollow noopener" target="_blank">#DotNET</a> <a href="https://mastodon.social/tags/DataValidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataValidation</a> <a href="https://www.breakpoint.show/podcast/episode-028-chris-is-required-validation/" rel="nofollow noopener" translate="no" target="_blank">https://www.breakpoint.show/podcast/episode-028-chris-is-required-validation/</a>

Alexis Brignoni :python: :donor:💭 <a href="https://infosec.exchange/tags/DFIR" class="mention hashtag" rel="nofollow noopener" target="_blank">#DFIR</a> Thoughts It is a generalized misunderstanding that the column names and descriptions of a report generated by a digital forensics tool are the last word on what an artifact is or what it means. This erroneous assumption is so pervasive that it can be seen even within our organizations and labs. Using a tool that has been blessed as tested and verified does no mean that proper interpretation of the data and/or report is not needed anymore. It also does not absolve the expert from doing their own testing when an artifact is of key importance to a case. It definitely requires that managers stop outsourcing their responsibility to the validation team and really take into account the expertise of the examiners under their care. Even more importantly it should underscore how the best report is not the one that is more favorable to the theory of the case but the one that reflects the data accurately.Tool reports are not the data. The data is the data. Validate everything that matters.Tools can: 🔵 Parse data incompletely. 🔵 Parse data completely but present in a way that could be misinterpreted (which is what happens when new data has to fit in a predefined tool schema that does not provide for a way to indicate possible nuance.) 🔵 Wholly miss relevant data. 🔵 Present the data correctly in a way that is easy to understand even to non-experts. 🔵 Be erroneous.The tool has been wrong in the past and it will be again in the future. Does that mean tools are invalidated or useless? By all means, NO! Tool output is not the end of an examination but the start. Tool makers (I am one BTW) strive to make true sense of the data but at the end of the day "it is not the tool that does the exam but the examiner", the person behind the keyboard (thanks to DFIR Training (Brett Shavers) for the quote.)If you want to delve more into the topic check out SANS Digital Forensics and Incident Response paper titled Six Steps to Mobile Validation here: <a href="https://www.sans.org/blog/six-steps-to-successful-mobile-validation-paper/" rel="nofollow noopener" translate="no" target="_blank">https://www.sans.org/blog/six-steps-to-successful-mobile-validation-paper/</a><a href="https://infosec.exchange/tags/DigitalForensics" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalForensics</a> <a href="https://infosec.exchange/tags/MobileForensics" class="mention hashtag" rel="nofollow noopener" target="_blank">#MobileForensics</a> <a href="https://infosec.exchange/tags/DataValidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataValidation</a> <a href="https://infosec.exchange/tags/YouAreTheTool" class="mention hashtag" rel="nofollow noopener" target="_blank">#YouAreTheTool</a>

💧🌏 Greg CocksData Manipulation Initial Planning Is A Crucial Aspect Of Any Project, & It's One Of My Favourite Parts!I still prefer to do this phase 'old school', with a large piece of (portable) paper, pencil, and eraser, revisiting and adjusting as needed, often the next day as it has percolated overnight... During this phase, I list constraints, data validation needs, design a broad framework, and determine interactions while trying to future-proof as much as possible. I bring in my requirements and questions from my initial JIRA ticket(s) - and then use these to develop and evolve business rules, along with a process diagram construction. From there, it's all on to SQL and manual testing in PostgreSQL + PostGIS and finally prototype app construction - for the devs to then take and make it work fast and well! <a href="https://techhub.social/tags/datamanipulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#datamanipulation</a> <a href="https://techhub.social/tags/projectplanning" class="mention hashtag" rel="nofollow noopener" target="_blank">#projectplanning</a> <a href="https://techhub.social/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQL</a> <a href="https://techhub.social/tags/PostgreSQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#PostgreSQL</a> <a href="https://techhub.social/tags/PostGIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#PostGIS</a> <a href="https://techhub.social/tags/gis" class="mention hashtag" rel="nofollow noopener" target="_blank">#gis</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#mapping</a> <a href="https://techhub.social/tags/datavalidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#datavalidation</a> <a href="https://techhub.social/tags/requirements" class="mention hashtag" rel="nofollow noopener" target="_blank">#requirements</a> <a href="https://techhub.social/tags/businessrules" class="mention hashtag" rel="nofollow noopener" target="_blank">#businessrules</a> <a href="https://techhub.social/tags/futureproofing" class="mention hashtag" rel="nofollow noopener" target="_blank">#futureproofing</a> <a href="https://techhub.social/tags/futureproof" class="mention hashtag" rel="nofollow noopener" target="_blank">#futureproof</a> <a href="https://techhub.social/tags/app" class="mention hashtag" rel="nofollow noopener" target="_blank">#app</a> <a href="https://techhub.social/tags/development" class="mention hashtag" rel="nofollow noopener" target="_blank">#development</a> <a href="https://techhub.social/tags/oldschool" class="mention hashtag" rel="nofollow noopener" target="_blank">#oldschool</a>

Al SuttonA flight to “‘; drop table flights;” anyone? Maybe a lay-over in “💩”? 🤣. <a href="https://snapp.social/tags/DataValidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataValidation</a> <a href="https://snapp.social/tags/SloppyCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#SloppyCode</a> <a href="https://www.bbc.co.uk/news/uk-66644369" rel="nofollow noopener" target="_blank">https://www.bbc.co.uk/news/uk-66644369</a>

Serge Matveenko ⚠️ moved🎉 Is it A? Is it B? It's βeta! The first beta release of Pydantic v2 has arrived!📦 Please, welcome `pydantic 2.0b1` <a href="https://pypi.org/project/pydantic/2.0b1/" rel="nofollow noopener" target="_blank">https://pypi.org/project/pydantic/2.0b1/</a>🏷️ <a href="https://fosstodon.org/tags/Pydantic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Pydantic</a> <a href="https://fosstodon.org/tags/PydanticV2" class="mention hashtag" rel="nofollow noopener" target="_blank">#PydanticV2</a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://fosstodon.org/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenSource</a> <a href="https://fosstodon.org/tags/Release" class="mention hashtag" rel="nofollow noopener" target="_blank">#Release</a> <a href="https://fosstodon.org/tags/Beta" class="mention hashtag" rel="nofollow noopener" target="_blank">#Beta</a> <a href="https://fosstodon.org/tags/DataValidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataValidation</a> <a href="https://fosstodon.org/tags/DataProcessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataProcessing</a>

Boud<a href="https://mastodon.social/@angdraug" class="u-url mention" rel="nofollow noopener" target="_blank">@angdraug</a> Done: <a href="https://zenodo.org/record/4765705" rel="nofollow noopener" target="_blank">https://zenodo.org/record/4765705</a>This is now resubmitted for the next round of peer review. If all goes well :) the peer reviews and response(s) will become public after acceptance. <a href="https://framapiaf.org/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenScience</a> <a href="https://framapiaf.org/tags/COVID19" class="mention hashtag" rel="nofollow noopener" target="_blank">#COVID19</a> <a href="https://framapiaf.org/tags/SARSCoV2" class="mention hashtag" rel="nofollow noopener" target="_blank">#SARSCoV2</a> <a href="https://framapiaf.org/tags/OpenGovernment" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenGovernment</a> <a href="https://framapiaf.org/tags/DataValidation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataValidation</a>

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