#dataprep
We've released xPore v2.2. This version adds support for genome-aligned dRNA-seq reads (previously xPore required transcriptome aligned reads).

This is a beta feature, feedback and bug reports via GitHub issues are very welcome!

github.com/GoekeLab/xpo...
Release xPore v2.2 · GoekeLab/xpore
Summary This release adds: Genome-alignment support: xPore previously only worked with transcriptome-aligned reads. A new --kmer_source flag on dataprep allows genome-aligned input (handling rever...
github.com
September 2, 2026 at 4:04 AM
Maybe this is telling on myself, but LLM written code is constantly checking if files or variables exist, writing intricate fallback plans, etc. Maybe marginally useful in the dataprep phase, but annoying af in analysis step.

I just need analysis code that runs so @lars.vilhuber.com will okay it
February 6, 2026 at 10:55 AM
Complicated spreadsheet data? Let (Un)Perplexed Spready summarize, structure, and prepare your info for actionable insights in minutes.
matasoft.hr/qtrendcontro...
#Productivity #DataPrep #AIHelpers #AI #LLM #AITools #AISpreadsheet #SpreadsheetAI #UsefulAI #SpreadsheetTools
August 30, 2025 at 11:04 AM
PS: 📅 #HELPLINE. Want to discuss your article? Need help structuring your story? Make a date with the editors of Low Code for Data Science via Calendly → calendly.com/low-code-blo...

#datascience #datalifecycle #dataprep #modeling #deployment #KNIME #lowcode #nocode #opensource #visualprogramming
January 27, 2025 at 11:00 AM
After quality checks and adapter trimming, alignment using HISAT2 against S. Pneumonia D39 showed an average of 95% mapping rate across the 6 runs chosen for the project! 🏹

I will proceed to sort the BAMs and assign those reads to genes. 🧬

#Bioinformatics #RNAseq #DataPrep #Genome
December 3, 2024 at 6:51 PM
A major challenge highlighted for Plexe: Data Quality & Feature Engineering. Automating model building is complex if the underlying data isn't clean or lacks relevant features. Plexe must tackle this head-on. #DataPrep 4/5
May 8, 2025 at 3:30 AM
Healthcare analysts: automate patient survey analysis, lab result sorting, and text-based data reviews with (Un)Perplexed Spready’s NLP-powered spreadsheets.
matasoft.hr/qtrendcontro...
#HealthcareAI #NLP #Analytics #Productivity #DataPrep #AIHelpers #AI #LLM #AITools #AISpreadsheet
August 31, 2025 at 7:04 AM
Some days you end up using the warts and all footage because it's more genuine than the manicured version.

But non-technical isn't manicured isn't it?

#PowerBI #PowerBITraining #DataAnalytics #DataPrep

youtu.be/VFVkt6ymvPg?...
Power BI for Business Users - WK11 - Redo and extend
YouTube video by Geordie Intelligence #PowerBI
youtu.be
December 8, 2025 at 9:13 PM
There's a dataprep and an analysis branch. Each table or figure is mostly it's own r file. Try to do next to no datawork in the analysis files, just read and analyze. Some boilerplate code (my custom ggplot theme, my method of getting reg tables out for latex) are sourced only when needed.
September 14, 2024 at 4:36 PM
With Zoho Analytics and Zoho DataPrep, businesses can build AI-powered data foundations that transform raw information into meaningful insights.

Better data. Smarter insights. Faster decisions.
zurl.co/4XDWX

#ZohoAnalytics #ZohoDataPrep #DataAnalytics
August 28, 2026 at 12:30 AM
Connect, clean, and enrich your data seamlessly with Zoho DataPrep. 

Eliminate data silos, improve data quality, and build reliable pipelines that empower smarter decisions. Collaborate securely with your team zurl.co/qik3K
August 24, 2026 at 12:30 AM
Action required for Zoho DataPrep users in EU data centers. Update your firewall or allowlist with the new outgoing proxy IP addresses to ensure uninterrupted data imports, exports, and third-party integrations.

zurl.co/EPBZN

#ZohoDataPrep #ZohoUpdates
July 31, 2026 at 12:35 PM
Zoho DataPrep 2.0 is here.

Upgrade from 1.0 with seamless migration and minimal effort.

Move to DataPrep 2.0 today.
zurl.co/isVNj
July 28, 2026 at 12:37 AM
7. DataPrep-Bench Evaluates LLMs for End-to-End Training Data Preparation LINK
8. CXMT DRAM chipmaker valuation reaches $487 billion after 470% stock surge LINK
July 27, 2026 at 1:00 PM
Standardized benchmarks for data prep risk creating Goodhart dynamics where teams optimize for the benchmark rather than actual data quality in production. Does DataPrep-Bench account for adversarial data contamination scenarios at all?
July 25, 2026 at 10:20 PM
DataPrep-Bench splits evaluation across data cleaning, validation, enrichment, and structuring workflows—benchmarking LLMs on infrastructure tasks that determine what models actually learn. Accuracy on these tasks is measured separate…

https://bymachine.news/dataprep-bench-llm-training-data-quality
DataPrep-Bench Measures How Well LLMs Prepare Training Data
DataPrep-Bench benchmarks LLMs on data cleaning, validation, and structuring tasks. First unified evaluation of model performance on training data preparation.
bymachine.news
July 24, 2026 at 1:50 PM
🔧 DataPrep-Bench's end-to-end evaluation approach highlights a crucial tension: can standardized benchmarks truly capture the messy, domain-specific realities of data prep, or will they inadvertently favor narrow.
July 24, 2026 at 4:32 PM
While research benchmarks like DataPrep-Bench and Monkey King Bang push architectural limits, the real enterprise hurdle remains safety. Guardrails for code gen are now critical to prevent hallucinated dependencies or insecure patterns in production CI/CD. #LLMs (2/2)
July 24, 2026 at 9:20 AM
Liang, Cai, Lin, Du, Xia, Qiu, Sun, Qiang, Han, Ma, Zeng, An, He, Zhang: DataPrep-Bench: Benchmarking LLMs as Training Data Preparators https://arxiv.org/abs/2607.20465 https://arxiv.org/pdf/2607.20465 https://arxiv.org/html/2607.20465
July 24, 2026 at 6:42 AM