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 Holistic Picture Of Government Funds To Higher Educational Institutions

Writing a paper on the financing of higher educational institutions in the US. I’m able to find good data on grants federal and state governments issue, but not data which is inclusive of loans disbursed to students which are used to pay for tuition. Really I’m looking to evaluate just how much American higher ed relies on the government for operating revenue.

Any suggestions? I know this ask isn’t very specific but I’m still in the research and surveying portion of this paper so really any good sources on federal student loans/university income streams would be helpful.

submitted by /u/throwaway1819181972
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How Should I Handle The Fact That This Dataset Is Super Unbalanced?

I want to train Bot Iot dataset to train a model to predict data exfiltration attacks but I am having some issues.

I have for versions of this dataset

Full dataset with around 46 million rows but only 126 rows are categorized as data exfiltration and in those 126 only 8 are not classified as attack. 5% of the Full dataset with around 3.6 million rows but only 6 rows are categorized as data exfiltration and in those 6 none is classified as non attack. Partial dataset with 1 around 1 million rows and only the 10 best features but there is no row that is categorized as data exfiltration. A subset of the full dataset with only the lines categorized as data exfiltration. The major problem in this subset is its size since it only has 126 lines and the fact that it is unbalanced since only 8 rows are classifies as non attack.

Which of this datasets should I use and how do I make the data treatment?

submitted by /u/fabiopires10
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Auto-theft Numbers (I Am Looking For Historical Data Sets For Auto-Theft In Ontario)

Hello,

I am working on a school project and I need help with finding data on the number of auto thefts by city. I am trying to use police websites, but they usually only have the last 12 months available or an aggregated number. The only place I could find historical data was in the City of Toronto (https://data.torontopolice.on.ca/pages/auto-theft) Does anybody know where or how I can get more data for other cities in Ontario (Ones with a population of a couple thousand). Any help is greatly appreciated.

Cheers

submitted by /u/One_Assumption6321
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Population Growth Datasets For Math Modelling

Hello there. I am doing a school assignment where I will try modelling two types of populations, one with logistic functions, the other with lotka volterra equations. Trying to find datasets has proven to be unexpectedly difficult, so I thought I might ask for help here

I am thus looking for two types of datasets:

One is the sort which can be modelled using logistic functions, that is a type of population increasing exponentially, but with some sort of carrying capacity. For example bacteria population growth when left alone in a confined area.
The other is a predator prey dataset to use lotka volterra equations on. For example how the population of deer and wolves have changed together in the same area over time.

Any help would be greatly appreciated.

submitted by /u/AblazeOwl26
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[self-promotion] US Federal Disaster Declarations And Flood Policies/claims Dataset From FEMA And NFIP

Our team at Cybersyn just released new data from the Federal Emergency Management Agency (FEMA) and the National Flood Insurance Program (NFIP) to Weather and Environmental Essentials on Snowflake Marketplace.

Added US federal disaster declarations from the Federal Emergency Management Agency (FEMA) including disaster name, type, date, public assistance funding, impacted geographies, and work orders issued by FEMA to other government agencies for emergency response support. Added flood policies and claims from the National Flood Insurance Program (NFIP), an insurance program managed by FEMA that provides flood insurance to property owners, renters and businesses. Includes features of the covered property, flood event, cost of damage, insurance payouts, building and contents insurance coverage, and policy deductibles, rates and duration.

submitted by /u/aiatco2
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Dataset For Sensor Inputs(ultrasonic, Infrared,etc) Vs Outputs(resulting Function Calls)

Hi everyone! I am fine tuning an LLM so that it is capable of decision making and function calling in robotics and AIoT applications. So for this I need a dataset that contains inputs from various different types of sensors and outputs which can be maybe moving motor by a certain angle or using an API to send notifications, etc. So are there any such datasets?

submitted by /u/Shoddy_Vegetable_115
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Looking For Datasets For Statistics Class Comparing Industry Revenue (global Box Office Vs. Gaming Industry)

Hello everyone, I am new here and was sent here from the r/statistics subreddit.

Like the title says, I am currently in a university class and am having trouble finding datasets for my project. What I am doing for my project is this: I am comparing the average revenue of the movie industry (meaning worldwide box office) and comparing it to the revenue of the gaming industry (meaning mobile gaming, PC gaming, and console gaming all together).

For the datasets, I don’t need any specifics other than how much the industry made per year. Something so simple seems to be impossible to find lol. Something like boxofficemojo.com but in a downloadable CSV file and one that takes every movie of the year, not just the top 100 like that site does.

If anyone can help me out, this would be greatly appreciated, thanks!

submitted by /u/THE_Best_Major
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Looking For Grocery Products Dataset

I’m currently working on a project that requires a comprehensive dataset of grocery items in India. I’ve searched on Kaggle and found a few datasets, but one doesn’t have images and the other doesn’t have descriptions.

I’m ideally looking for a dataset that includes the following attributes:

product_id

name

description

price

image_url

category

I’m also interested in datasets from Indian grocery delivery platforms like Instamart, Zepto, and Blinkit.

If anyone has any leads on such datasets, please share them in the comments below. I would greatly appreciate it!

submitted by /u/bazzinga2002
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Request – API For Sports Historical Data

Hello everyone, I am building a sports bets project and I need access to historical sports data for analysis. Could you please recommend which is the best API that fits this purpose?

I understand most of these are paid, so I would like to make the correct decision before I make any type of commitment.

Thanks,

submitted by /u/xywa
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Request – Jewish Surnames Spreadsheet?

I am interested in studying anti-Semitism in public administration and require a database of Jewish surnames to identify the ethnicity of the plaintiffs. Most databases I’ve found online only offer search engines without a scrappable list or downloadable CSV file. Am I overlooking any available databases?

Thank you.

(No nazi, plz)

submitted by /u/the_iriki
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