Category: Datatards

Here you can observe the biggest nerds in the world in their natural habitat, longing for data sets. Not that it isn’t interesting, i’m interested. Maybe they know where the chix are. But what do they need it for? World domination?

Looking For A Dataset That Scrapes Newly Posted ICE/Police Job Postings By State So That I Can Visualize The Trend Over Time?

Hello,

I’m looking for help finding or building a dataset that captures new ICE/Police job postings by state. My hypothesis is that we are going to see an increase in the number of these openings over the year and I’m keen on tracking trends – think it may be a useful leading barometer.

Does anyone know of a database that already tracks job listings by industry by state on a more granular scale that would be useful in this case?

If not maybe we start with California, Texas, Arizona, Florida, NY?

I am completely new to this but am interested in seeing this trend so any help is appreciated.

submitted by /u/Powder9
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Historic Temperature Per Location, Hourly Granularity

I am really a weather geek and I am looking for historic temperature data (preferably via easy to use API) per location and hourly granularity.

I’d like to use queries in scripts (e.g. python) and visualize data.

Reason for hourly: I’d like to know highest and lowest temperature and average temperature but not (Tmax+Min)/2 but the proper average. Also, I’d like to plot average temperature profiles for different locations.

Weather Underground has just that but no API (free for the end-user) and only available by manually clicking through the data. In the past, I have exported data via the clipboard but it’s too exhausting if the dataset exceeds a few days/locations.

submitted by /u/segdy
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Intimate Partner Violence Across U.S. States-Longitudinal Dataset For A 5yr Timeframe

Hi!!

Can anyone PLEASE PLEASE PRETTY PLEASE give me links or database suggestions for a research paper on “ How do firearm prohibition and relinquishment laws for individuals with a history of domestic violence impact female firearm-related fatalities?”?? any 5yr range is perfectly good, but preferably the 21st century that records and analyzed all 50 states , the gun-related firearm deaths (perpetrated by intimate partners)!!

this will really really help my teammates and i! its for our masters, and we are tryna get a good study out there !! THANK YOU

submitted by /u/Puzzleheaded_Cup8780
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Dataset Needed – S&P 500 Constituents With Daily Prices

I want to run backtests on a momentum investing strategy.

So I’m looking for a dataset with a daily list of S&P 500 constituencies, their price for each day, and any possible events (such stock splits or company merger/splits). I bought this dataset in 2014 for $49 (1963-2014) but the company that sold the data to me is no longer in business.

Preferably usable in node.js, Python is a bit rusty.

submitted by /u/SaltBat6229
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Dataset Needed – Child Welfare (Child Abuse Investigations And Foster Care Cases)

Hi all,

I am a current Social Work PhD student interested in the child welfare system (investigations of abuse/neglectneglect and foster care), especially the experiences of the caseworkers themselves. I am in need of a dataset to analyze for one of my courses and am in the process of requesting restricted data from the US Department of Health and Human Services’ Child Bureau. With everything going on, I am getting a little nervous it may be pulled from the site or my request denied so I’d like to have a backup. Is anyone aware of any public datasets available focusing on the child welfare system that I could look at?

I am looking for a dataset from 2019 or later.

Thank you in advance for your help!!

submitted by /u/ssdgm23
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Can Someone Help Me Find The Source Of This Data?

Hey! The IMF Global Financial Stability Report (2024 October) has a graph which would really help me in my studies, the only problem is that I cant find the source of the data.

The specific graph is “3.2.1 Cyberattacks (number per year; finance and insurance sector share in percent)” located on page 99 of the said report. The IMF lists AIAAC and the University of Maryland Center as sources but they dont really have anything on their website.

I would really appriciate if someone helped me with this topic!

submitted by /u/nagybotond
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Combine Multiple CSV Files Without Coding

I’ve noticed many people find it tough to use Power Query or code for merging files. So I just made a tool that lets you easily combine them. It’s free to use, no sign up required. Hope it makes things a bit easier

Combine multiple tables vertically, even with different columns

https://www.doloader.com/sandbox/stack-tables

Merge tables by matching rows in specified columns

https://www.doloader.com/sandbox/join-tables

submitted by /u/FamousWonder3176
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Travel And Tourism Dataset / Data Sources

Hi all,

Looking for travel / tourism data sources/ statistics. I am able to find country wide stats, not for all but for Most, I would like to go a bit further, state level if possible. The ideal would be city level but that would be too granular for any data source to keep I guess. Still if anyone knows of where / how i can get this, it would be a great help

submitted by /u/Flaky-Log-1910
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Looking For A Dataset On RTL Timing Analysis & Combinational Complexity Prediction

I’m working on a project where I aim to develop an AI model to predict combinational complexity and signal depth in RTL designs. The goal is to quickly identify potential timing violations without running a full synthesis by leveraging machine learning on RTL characteristics.

I’m looking for a dataset that includes: • RTL designs (Verilog/VHDL) • Synthesis reports with logic depth, critical path delay, gate count, and timing information • Netlist representations with signal dependencies (if available) • Any metadata linking RTL structures to synthesis results

If anyone knows of public datasets, academic sources, or industry benchmarks that could be useful, I’d greatly appreciate it!Thanks in advance!

submitted by /u/Kafkaa24
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Need Help To Find The Dataset……..

Guys i want the dataset for a hackathon which they give theme to us.. i just paste the exact msg below what the said::

💡 Themes: 🌿 1. Plant Species Identification App – Build a mobile app to identify native Indian plants!
📢 No dataset will be provided for this theme – Participants need to showcase their data acquisition skills and collect relevant data as per the theme’s requirements.

… I try very hard but could not able to find it please please guys help🙏🙏🙏

submitted by /u/Remarkable-Offer-681
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We Built A No-Code AI Platform For ML—Would Love Your Feedback! 🚀 [Self-Promo]

Hey everyone!

I’ve been working on PureML, a no-code AI platform that makes it easy for anyone to build ML models—no data science team required. We’ve built AI-powered data preprocessing, feature engineering, and model training, and we’re now working on deployment and more powerful AI enhancements.

Our MVP is live and free to try, and we’re looking for early adopters to help shape it! Some cool milestones so far:

Featured on AI Accelerator Institute’s 2025 LLMOps Ecosystem Map
🏆 Winners of the LlamaIndex RAG-a-thon
🎤 Gave talks at GitHub, San Diego Python, and Austin Python
📢 Featured in LlamaIndex and Box blogs (LlamaIndex, Box)

Would love for you to check it out and share your thoughts! If you’re interested, you can join the waitlist here: https://pureml.io/

Always happy to chat—let me know what you think! 🚀

submitted by /u/Savings-Taro-8645
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Looking For Library Checkout Dataset

Hi! I’m looking for a data set for a library ideally containing what was checked out, what genre is was, the age of the person who checked it out. It would preferably be a csv file and it needs to be small enough to be able to be imported into Google Sheets (100MB/10 mil cells). If anyone knows of a data set like this please let me know!

submitted by /u/Starlight_Fairy
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Where To Find More Recent Energy Markets Financial Data Of EU Countries?

In the past there were these documents of the European Union:

Energy markets in the European Union in 2011 & 2024.

However it seems like they do not make them anymore. I could find the EU energy in figures Statistical pocketbook 2024, but it does not have the same data noted.

I am specifically looking for the electricity and gas market value for The Netherlands. Does anybody know where I can find it?

submitted by /u/superpauwer2
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Looking For More Testers For Our Data Analytics Tool

Disclaimer: We’re building a data science tool that lets you upload csv datasets and interact with your data using conversational AI. You can prompt the AI to clean and preprocess data, generate visualizations, run analysis models, and create pdf reports—all while seeing the python scripts running under the hood.

Try out our beta here: actuarialai.io

We’re shipping updates daily and are looking for more testers, so your feedback is greatly appreciated!(Note: The site isn’t optimized for mobile yet)

submitted by /u/coke_and_coldbrew
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PyVisionAI: Instantly Extract & Describe Content From Documents With Vision LLMs(Now With Claude And Homebrew)

If you deal with documents and images and want to save time on parsing, analyzing, or describing them, PyVisionAI is for you. It unifies multiple Vision LLMs (GPT-4 Vision, Claude Vision, or local Llama2-based models) under one workflow, so you can extract text and images from PDF, DOCX, PPTX, and HTML—even capturing fully rendered web pages—and generate human-like explanations for images or diagrams.

Why It’s Useful

All-in-One: Handle text extraction and image description across various file types—no juggling separate scripts or libraries. Flexible: Go with cloud-based GPT-4/Claude for speed, or local Llama models for privacy. CLI & Python Library: Use simple terminal commands or integrate PyVisionAI right into your Python projects. Multiple OS Support: Works on macOS (via Homebrew), Windows, and Linux (via pip). No More Dependency Hassles: On macOS, just run one Homebrew command (plus a couple optional installs if you need advanced features).

Quick macOS Setup (Homebrew)

brew tap mdgrey33/pyvisionai brew install pyvisionai # Optional: Needed for dynamic HTML extraction playwright install chromium # Optional: For Office documents (DOCX, PPTX) brew install –cask libreoffice

This leverages Python 3.11+ automatically (as required by the Homebrew formula). If you’re on Windows or Linux, you can install via pip install pyvisionai (Python 3.8+).

Core Features (Confirmed by the READMEs)

Document Extraction PDFs, DOCXs, PPTXs, HTML (with JS), and images are all fair game. Extract text, tables, and even generate screenshots of HTML. Image Description Analyze diagrams, charts, photos, or scanned pages using GPT-4, Claude, or a local Llama model via Ollama. Customize your prompts to control the level of detail. CLI & Python API CLI: file-extract for documents, describe-image for images. Python: create_extractor(…) to handle large sets of files; describe_image_* functions for quick references in code. Performance & Reliability Parallel processing, thorough logging, and automatic retries for rate-limited APIs. Test coverage sits above 80%, so it’s stable enough for production scenarios.

Sample Code

from pyvisionai import create_extractor, describe_image_claude # 1. Extract content from PDFs extractor = create_extractor(“pdf”, model=”gpt4″) # or “claude”, “llama” extractor.extract(“quarterly_reports/”, “analysis_out/”) # 2. Describe an image or diagram desc = describe_image_claude( “circuit.jpg”, prompt=”Explain what this circuit does, focusing on the components” ) print(desc)

Choose Your Model

Cloud:export OPENAI_API_KEY=”your-openai-key” # GPT-4 Vision export ANTHROPIC_API_KEY=”your-anthropic-key” # Claude Vision Local:brew install ollama ollama pull llama2-vision # Then run: describe-image -i diagram.jpg -u llama

System Requirements

macOS (Homebrew install): Python 3.11+ Windows/Linux: Python 3.8+ via pip install pyvisionai 1GB+ Free Disk Space (local models may require more)

Want More?

Official Site: pyvisionai.com GitHub: MDGrey33/pyvisionai – open issues or PRs if you spot bugs! Docs: Full README & Usage Homebrew Formula: mdgrey33/homebrew-pyvisionai

Help Shape the Future of PyVisionAI

If there’s a feature you need—maybe specialized document parsing, new prompt templates, or deeper local model integration—please ask or open a feature request on GitHub. I want PyVisionAI to fit right into your workflow, whether you’re doing academic research, business analysis, or general-purpose data wrangling.

Give it a try and share your ideas! I’d love to know how PyVisionAI can make your work easier.

submitted by /u/Electrical-Two9833
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