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Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
1•Willingham•6m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
1•shervinafshar•7m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•12m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
1•mooreds•13m ago•1 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•14m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

1•pinkmuffinere•15m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•20m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•22m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•22m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•22m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
3•archb•24m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•24m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•25m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•26m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•31m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
3•dragandj•32m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•33m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•34m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•35m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•36m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•38m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•38m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•39m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•39m ago•1 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•40m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•42m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•43m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•43m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•44m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
2•mooreds•45m ago•0 comments
Open in hackernews

Can't get AI to accurately analyze a spreadsheet – help needed

3•zyruh•6mo ago
I work in marketing. Analyzing spreadsheets of data and drawing conclusions is a regular part of the job. I have pro accounts with both GPT and Perplexity. Neither one of them seems to be able to accurately analyze spreadsheets. They either miss portions of the data or draw wrong conclusions. I need help! Any thoughts or recommendations for other tools?

Comments

PaulHoule•6mo ago
Jupyter, pandas, etc.
zyruh•6mo ago
Thank you! I'll check these out.
Invictus0•6mo ago
https://www.tryshortcut.ai/
zyruh•6mo ago
Thank you so much!
SilverElfin•6mo ago
I’m not clear on what that actually is. An alternative spreadsheet app you would use instead of Google Sheets?
alwillis•6mo ago
I had no issues dropping a demo 100-row spreadsheet into Claude and was able to ask questions. This particular spreadsheet was in the old-school .xsl format, and only Claude just dealt with it.

ChatGPT accepted it but said it couldn't do anything with it because it was too old. Perplexity wouldn't even accept it.

Once I converted to .xlsx, it worked fine in all of them.

Not only did Claude not complain about the old format, it wrote a short JavaScript program it used to do the analysis, which you could download and use.

Get an MCP for your spreadsheet [1], which would enable any LLM that supports MCP to do more sophisticated functions.

I asked Claude what it can do with spreadsheets; here's what came back:

    Claude can perform a wide variety of tasks with spreadsheets! Here are the main categories of what I can do:
    
    ## Data Analysis & Statistics
    - Calculate averages, medians, standard deviations, and other statistical measures
    - Find correlations between different columns
    - Identify outliers and anomalies in the data
    - Group data by categories and analyze patterns
    - Perform trend analysis over time periods
    
    ## Data Cleaning & Processing
    - Remove duplicates and handle missing values
    - Standardize formats (dates, phone numbers, addresses)
    - Split or combine columns
    - Filter and sort data based on multiple criteria
    - Validate data quality and identify inconsistencies
    
    ## Visualizations & Charts
    - Create interactive charts (bar, line, pie, scatter plots, histograms)
    - Build dashboards with multiple visualizations
    - Generate heatmaps and other specialized chart types
    - Create geographic visualizations if location data is present
    
    ## Business Intelligence
    - Calculate key performance indicators (KPIs)
    - Perform financial analysis (profit margins, growth rates, etc.)
    - Analyze sales data, customer segments, or inventory
    - Create summary reports and executive dashboards
    - Compare performance across different time periods or categories
    
    ## Advanced Analysis
    - Build predictive models for forecasting
    - Perform cohort analysis for customer behavior
    - Calculate conversion rates and funnel analysis
    - Cross-tabulate data to find relationships
    - Generate pivot table-style summaries
    
    ## Data Transformation
    - Convert between different file formats
    - Restructure data (pivot/unpivot operations)
    - Merge data from multiple sheets or sources
    - Create calculated fields and derived metrics
    - Export processed data in various formats
    
    ## Automation & Workflows
    - Create step-by-step data processing workflows
    - Generate code that you can reuse for similar analyses
    - Build templates for recurring reports
    - Set up automated calculations and formulas
    
    Would you like me to demonstrate any of these capabilities with your current spreadsheet, or do you have a specific analysis goal in mind?
[1]: https://www.pulsemcp.com/servers?q=spreadsheet
zyruh•6mo ago
This is very helpful insight. Thank you!