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?

[Dataset Request] Looking For Rural Household Economic Data For Poverty Prediction Model

I’m working on a machine learning project to predict household poverty levels in rural areas (In need the most for Cambodia dataset). I’m looking for datasets that include:

Essential features:

Household income/expenditure data Demographic information (family size, education levels, etc.) Geographic indicators (rural/urban classification) Economic indicators (employment status, assets owned) Current or historical poverty status (as target variable)

Ideal characteristics:

Recent data (preferably within the last 5-10 years) Clear documentation/data dictionary Cleaned or semi-cleaned format Country or region-level granularity Sufficient sample size for ML modeling

I’m planning to use classification techniques (Logistic Regression and XGBoost) for prediction. While I’m aware of the World Bank’s datasets, I’m interested in exploring other potential sources, especially those with more granular household-level information.

Has anyone worked with similar datasets or can point me towards reliable sources? I’m open to both public and academic databases.

Thank you in advance!

submitted by /u/Aejantou21
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What Happened To / Where Is The Site That Had Huge Amounts Of Free Data For Projects?

Hi. I don’t remember the name of the site, but there was a site that had tons of tables of varying data for use in projects. I believe it was free and/or open source. If I remember correctly, it was called something like “opendata”. It’s been a few years since I’ve seen it so it might have disappeared, but I was hoping someone remembers and can point me in the right direction.

Thanks!

submitted by /u/ChargeResponsible112
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I Need To Label Your Data For My Project

Hello!

I’m working on a private project involving machine learning, specifically in the area of data labeling.

Currently, my team is undergoing training in labeling and needs exposure to real datasets to understand the challenges and nuances of labeling real-world data.

We are looking for people or projects with datasets that need labeling, so we can collaborate. We’ll label your data, and the only thing we ask in return is for you to complete a simple feedback form after we finish the labeling process.

You could be part of a company, working on a personal project, or involved in any initiative—really, anything goes. All we need is data that requires labeling.

If you have a dataset (text, images, audio, video, or any other type of data) or know someone who does, please feel free to send me a DM so we can discuss the details.

submitted by /u/rafacvs
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Looking For Dialect Specific Spanish Datasets

Hello everyone, I am a highschooler currently fine-tuning an LLM for translating English into accurate and specific spanish dialects, think salvadorian spanish vs cuban spanish. Its being built for warnings like hurricanes amber alerts etc… I was wondering if there were datasets that would accomplish this like conversations in salvadorian spanish?

Any help would be greatly appreciated thank you!

submitted by /u/Way2mmm
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When You Guys Need To 3D Models To Use With A Game Engine For Generating Synthetic Data, Who Do You Hire And How High Do You Set Your Budgets?

I’m looking to use 3D modeled fabrications of the expected areas wherein an AR app I am developing is to be used. The app incorporates object detection, object permanence modeling, and spacial tracking. It needs to operate in a variety of conditions: clean and dirty, cluttered and no clutter, poor lighting to great lighting, and cramped to spacious. I have identified areas at my workplace that meet each of these conditions, and I want to get a rough estimate of what it would cost me to have them 3D modeled both for synthetic data generation and product testing.

submitted by /u/CurdledPotato
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[Dataset] 19,762 Garbage Images In 10 Classes For AI And Sustainability

Hi everyone,

I’ve just released a new version of the Garbage Classification V2 Dataset on Kaggle. This dataset contains 19,762 high-quality images categorized into 10 classes of common waste items:

Metal: 1020 Glass: 3061 Biological: 997 Paper: 1680 Battery: 944 Trash: 947 Cardboard: 1825 Shoes: 1977 Clothes: 5327 Plastic: 1984

Key Features:

Diverse Categories: Covers common household waste items. Balanced Distribution: Suitable for robust ML model training. Real-World Applications: Ideal for AI-based waste management, recycling programs, and educational tools.

🔗 Dataset Link: Garbage Classification V2

This dataset has already been featured in the research paper, “Managing Household Waste Through Transfer Learning.” Let me know how you’d use this in your projects or research. Your feedback is always welcome!

submitted by /u/Downtown_Bag8166
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Need Images Of Human Arms For Dataset

Hey! I am in the process of creating a dataset for detecting human skin/arms from a close range.

I have gathered about 500 images and drawn polygons around the arms from a close range, I did this by taking photos of my own arms and asking my friends to take similar pictures but I think I still need about 500 more images. Is there anyway I could get more similar images quickly?

Open to posting job ads, is there a place to ask for images of this sort?

I have attached an imgur of images im looking for. thanks for reading!

Notes: I have already scowered all the stock images on google, as well as gone through every “arm” related dataset on roboflow

https://imgur.com/a/arm-XZGHgTP – Here are reference image

submitted by /u/blur69xd
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[Dataset] Testing The “Pinnacle EV Betting” Theory: FanDuel Vs Pinnacle NFL Line Accuracy (2020-2023)

Dataset Referenced: https://github.com/bentodd1/FanDuelVsPinnacle/blob/master/line_comparison.csv

Background: While building smartbet.name, I noticed many betting sites claim you can do EV betting by following Pinnacle’s lines. I decided to test this by comparing Pinnacle and FanDuel NFL lines, with surprising results.

Key Findings:

Dataset: 1,039 NFL games (2020-2023) Lines from both books captured week before games FanDuel showed better predictive accuracy

Results Breakdown:

Line Accuracy: Identical predictions: 457 games (43.98%) FanDuel more accurate: 302 games (29.07%) Pinnacle more accurate: 280 games (26.95%) Average Absolute Error: Pinnacle: 9.51 points FanDuel: 9.05 points Average Hours Before Game: Pinnacle: 88.1 hours FanDuel: 58.0 hours

Dataset Access:

Full Dataset: line_comparison.csv Analysis Code: Jupyter Notebook

Methodology: The exact analysis can be seen in the Jupyter notebook. I created the database while using smartbet.name .

These findings challenge conventional wisdom about Pinnacle’s supposed edge in market efficiency.

submitted by /u/bentodd1
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Help Finding Data: Measure Of Tourism

Hi guys, I’m doing my dissertation on the effect of precipitation on different factors of tourism within Ireland. I’m really struggling to find the dataset I need. I’m looking for any sort of measure of tourism eg. Visitor numbers, hotel occupancy, estimated tourist expenditure (anything at this point) that spans about 10 years, is monthly data, and also a regional scope of Ireland (Dublin, west coast, east coast ect.) I’ve been searching for a while now and have a few datasets but nothing perfect. Please let me know if you have any tips or even know of a dataset which may help. Thanks!

submitted by /u/MessBig6240
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Looking For Prescription Data Of Medicine In Different Countries

The Netherlands publishes the amount of each drug prescribed and dispensed in a certain time periode (https://www.gipdatabank.nl/). For a small comparison in which drugs are used in which country I need the same data from other countries (at least the G20 countries).

Had some rough battles with the NHS site for example, but can’t really find the data in the same way, organized by ATC. Any pointers on where to look?

submitted by /u/Koopabro
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Choosing One Financial Institution Over Other Ones

Hi! I would appreciate any help in advance! The question we like to answer is:

why consumers choose one financial institution over another for mortgage loans. Factors to consider include interest rates, fees, reputation, trust, loan terms, customer service, approval speed, product offerings, convenience, recommendations, financial stability, and special offers.

Therefore I need datasets that explicitly have consumers side, whether or not choosing one institution. One I found interesting is HDMA datasets that has one class of applicants who are approved for a loan but did not accepted the loan. It’s interesting, but has not much new to say or significantly different factors than other ones like those who accepted the loan or got denied. I was wondering if there are other datasets that might have consumers side of view showing factors that impact consumers decisions? Anything that might expand my perspective, basically. Thanks!

submitted by /u/Responsible-Ice-874
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