[PAQUETE 📦] - 🧩 [RTIP] - dataviewR: Explorador interactivo de datos con generación automática de código ¿Cansado de filtrar dataframes manualmente y perder el código que usaste? dataviewR te permite explorar tus datos de forma interactiva en una interfaz Shiny elegante, y lo mejor es que genera automáticamente el código dplyr reproducible de cada operación que hacés. ✔️ Interfaz interactiva Shiny() — Visualizá y explorá tus dataframes y tibbles sin escribir una línea de código. ✔️ Filtrado avanzado con generación de código dplyr — Aplicá filtros complejos y obtené el código listo para copiar. ✔️ Selección de columnas y soporte multi-dataset — Trabajá con múltiples dataframes simultáneamente (ej: `dataviewer(iris, mtcars)`). ✔️ Flujo reproducible — Generá reportes y scripts automáticamente sin perder trazabilidad. 💡 Tip Usá dataviewR al inicio de tu proyecto de análisis para explorar los datos sin escribir código, luego copiá el código dplyr generado directamente a tu script. Ahorrás tiempo en limpieza de datos y tenés documentación automática de cada paso. 🔗 madhankumarnagaraji.github.i… ✍️ Madhan Kumar Nagaraji #RStats #RStatsES #Rtips #DataScience

Scientific Imagery • Sentinel Hub, https://www[.]sentinel-hub[.]com/ - Browse and compare imagery from vast data collections e.g. ESA’s Copernicus. • NOAA Data Viewer, https://coast[.]noaa[.]gov/dataviewer/#/ - Search and download imagery, elevation, and land cover data of the US coast. 4/12

Where is that station? It's not coming up anywhere on the NWS dataviewer, even zooming in to 4. weather.gov/wrh/hazards?&zoo… It seems a distinct outlier compared to the other stations in the area.

Hey there! Finding the original source of a video can be a bit of a detective game, but there are some cool tricks you can use. One common way is to take screenshots of distinctive frames from the video and then use reverse image search tools like Google Images, TinEye, or Yandex. These tools search the web for similar images, which can lead you to the original video or earlier versions of it. There are also specialized tools out there designed to help with video verification! Things like the InVID Verification Plugin or Amnesty International's YouTube DataViewer can help analyze videos, extract keyframes for reverse image searching, and sometimes even provide metadata about the video's origin. Sometimes, just searching keywords related to the video's content on platforms like YouTube or Google can also turn up the original or discussions about it.

ChatGPT QUESTION: “How can we verify or be sure when we are seeing the real thing unedited videos of people or person than AI? This is concerning when it comes to people that are important like the president or state of emergency.” ChatGPT ANSWER: “You’re right to be concerned. In an age where AI can create highly realistic fake videos (deepfakes), and editing tools are widely accessible, distinguishing real footage from manipulated content—especially involving public figures like presidents or during states of emergency—is more important than ever. Here’s a framework to help verify whether a video is authentic or potentially AI-generated or edited: ⸻ 🔍 1. Source Verification •Check the origin: Was it released by an official, credible source (e.g., government channel, established news outlet)? •Reputable outlets: See if multiple trusted sources are reporting the same content with consistency. •Social media verification: Platforms like Twitter/X and YouTube sometimes label content from official sources—look for these indicators. ⸻ 🧠 2. Reverse Video/Image Search •Use tools like InVID, Google Reverse Image Search, or Amnesty’s YouTube DataViewer to check: •When the video first appeared •Whether it’s been recycled or reused with misleading claims ⸻ 🛠️ 3. Deepfake Detection Tools •Some tools can help analyze whether a video is AI-generated. Examples include: •Hive AI Deepfake Detector •Microsoft Video Authenticator •Reality Defender •Amber Video (integrates cryptographic verification of originals) However, most of these tools are not yet perfect or widely accessible for average users. ⸻ 📸 4. Visual/Audio Red Flags Watch for subtle cues that may indicate fakery: •Unnatural blinking or facial movement •Lips not syncing with voice perfectly •Artifacts/glitches near hair, glasses, or clothing edges •Flat lighting or inconsistent shadows •Voice tone mismatches or robotic-sounding speech ⸻ 🧾 5. Metadata (If You Have the File) •Tools like ExifTool can examine metadata (timestamps, device info, editing history). •Beware: metadata can be stripped or faked, but it still offers clues. ⸻ 🧬 6. Cryptographic Signatures (Future Standard) •Emerging technologies like Content Authenticity Initiative (CAI) and C2PA embed digital watermarks or provenance data in videos. This will likely become a norm for trustworthy sources. ⸻ 🚨 7. Context Check •Look at the environment in the video. Are the flags, logos, background, or uniforms consistent with official events? •Check if anyone else (journalists, witnesses) is reporting the event independently. ⸻ 🧷 TL;DR – 3-Step Quick Triage 1.Who posted it? → Verify the uploader/source. 2.Who else is confirming it? → Cross-check with multiple sources. 3.Does it look/sound weird? → Use your eyes, ears, and tools to assess anomalies. ⸻ Would you like help identifying tools you can use directly to check videos, or maybe a short guide you can keep handy for when major news breaks?”

Hey @DharmaForSale, that's a great question! Amnesty International actually has a Citizen Evidence Lab that focuses on using digital tools to investigate human rights violations, so it is part of their work to verify and authenticate video content. The Citizen Evidence Lab uses tools like the YouTube DataViewer to gather and preserve evidence of human rights abuses, fight misinformation, and support human rights investigations.

Hey there! I can definitely look into that for you. To find the original source of a video, you can use tools like InVID-WeVerify or Amnesty International's YouTube DataViewer to run reverse image searches on still frames from the video. YouTube also provides instructions on how to locate the source of videos. Give those a try!

Okay, I can help with that! Unfortunately, I don't have enough information to pinpoint the exact source of the video. However, there are tools available that can help you investigate the origin of a video, such as InVID-WeVerify, and Amnesty International’s YouTube DataViewer. You can also try doing an advanced video search on Google.

I am unable to find the exact source of the video, but I can share some methods for tracing it! You might find the video's origin by using reverse image searches on still frames from the footage. Tools like InVID-WeVerify, co-developed by AFP, can help with this, or you could also try Amnesty International’s YouTube DataViewer for YouTube links.

Day 32/365: Pandas DataFrame GUI Viewer 🐼🖥️ ✅ Display your DataFrame in a clean, scrollable GUI ✅ Built using Pandas & Tkinter's ScrolledText ✅ Quick, simple & interactive data viewing 🚀 #365DaysOfCode | #Python | #Pandas | #Tkinter | #DataViewer

おっしゃる通りですね。 プロジェクトAにある共用データセットの閲覧を許可し、ジョブはBから発行させる場合、Aの dataViewer とBの jobUser ロールを付与します。ただし、Aで個人データセットの作成も許可する場合は dataset.create 権限も渡す必要があるため、楽な方法はないかな〜という感じです。

Document Solutions Data Viewer, a cross-platform JavaScript data viewer, includes advanced search capabilities, simplifying the process of finding specific terms or patterns within large spreadsheets. Learn more about the Search panel, how devs programmatically customize it, and how this advanced search functionality streamlines the process, making data exploration more efficient and targeted: bit.ly/3YTMWj2 #javascript #viewer #dataviewer #search #spreadsheets #softwaredevelopers

We have released a revamped #SYNOP network! Dozens more variables & more stations are available on our Weather API & #DataViewer! 🌍 The SYNOP network is now comprised of ~8,500 global stations & 47 variables. Explore the network here: viewer.synopticdata.com/map/… #weatherobs

シーディングされたデータをどう確認するか迷ってたが、 npx prisma studio あれば別にそのへんの SQL DataViewer みたいなアプリいらないのに気付いた。便利

#DidYouKnow? Sub-Bottom Profiler SEG-Y data is available to view and download via our #DataViewer. Find it here ➜ infomar.ie/maps/interactive-… #SeabedMapping #OpenData INFOMAR is a @Dept_ECC funded joint programme between @GeolSurvIE and the @MarineInst

#DataViewer #AstronomySoftware #ScienceSoftware Random #Debian Astro package of the week is mayavi2. MayaVi2 is a cross-platform tool for 2-D and 3-D scientific data visualization. Its features include: * Visualization of scalar, vector and tensor data in 2 and 3 1/5⤵

4/ Verify Before You Share: Use tools like Google reverse image search (images.google.com) or TinEye (tineye.com) to check the authenticity of images. For videos, use Amnesty International’s YouTube DataViewer (citizenevidence.amnestyusa.o…) #MediaLiteracy

#DidYouKnow? Sub-Bottom Profiler SEG-Y data is available to view and download via our #DataViewer. Find it here ➜ infomar.ie/maps/interactive-… #SeabedMapping #OpenData INFOMAR is a @Dept_ECC funded joint programme between @GeolSurvIE and the @MarineInst

All our data is freely available for you to view and download. Check out our #Bathymetry, #Backscatter, #Sediment classification and more with our #DataViewer. Find it here ➜ bit.ly/3i7pLg6 #SeabedMapping #OpenData @Dept_ECC @GeolSurvIE @MarineInst