Questions tagged [data-request]
Overdrive a request for relevant open data sources. Please read https://opendata.meta.stackexchange.com/q/284/17438 for writing a good request.
3,261 questions
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Coverage of publicly available CRLs relative to all CRLs issued by FDA
I have some questions about the public availability of Complete Response Letters (CRLs) and the scope of what has been posted so far.
My understanding is that FDA has only recently begun making some ...
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Seeking Open-Source Datasets for Financial Transaction Classification
I'm looking for open-source datasets to build and benchmark a model for classifying financial transactions. I've been searching for a while but haven't found a suitable one yet. The ideal dataset ...
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Availability of CRL for unapproved drugs in openFDA
I have a question about the public availability of Complete Response Letters (CRLs) related to unapproved drugs, via openFDA.
From what I can see, some CRLs for unapproved drugs that were issued ...
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API not returning full list as shown in UI
The database that the API refers to, doesn't seem to be insync with what the UI shows on the website. And it seems to have happened recently.
I would query for :
Human Prescription drugs
NDA/BLA
"...
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Inquiry on Detected Chemical Substances in Cosmetic Product Reports
Dear FDA Cosmetic Adverse Event Reporting Team,
I am currently conducting an academic research study focused on analyzing harmful chemical substances detected in cosmetic products, including those ...
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where do we download or buy database for auto part weight, Part number, manufacturer in the USA?
where do we download or buy database for auto part weight, Part number, manufacturer in the USA?
we are looking for car parts weight database in the USA.
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MAUDE data not updated after August 29th
I noticed that the MAUDE Frontend API does not have any data available for August 29th.
We are using below API to fetch the data but API is showing last updated date as "2025-08-29" but data ...
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US house and senate voting records?
I'd like to chart how often the house and senate have voted bipartisan or along party lines, going back to 1960 or so.
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Seeking data on the black death in the UK
Any and all. Dates, places, numbers. I don't care which of the great plagues or where or when (although London would be preferable).
The obvious might be numbers, possibly even names, and dates, of ...
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API Adverse event data (MAUDE) decreasing
We are using below API to fetch the data but total data is decreasing from around 2732 to 2271. We are missing around 500 case by using same API call in early July and end of July.
API:device....
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Looking for tree vitality assessment data
I am looking for datasets of individual trees, containing some kind of professional (done by a human) vitality assessment, as well as some basic tree information (height, Diameter at Breast Height, ...
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Where can I find a time-series dataset of plant disease progression in CSV/tabular format?
I am working on a research project to model the dynamics of plant disease epidemics. My goal is to use time-series models, possibly stochastic differential equations (SDEs), to understand how diseases ...
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Asking for dataset of positive valued data
I am developing a regression method for data where the target outputs (i.e. the dependent response variable) are strictly positive valued. Unfortunately, the original task I had in mind is no longer ...
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Where to download city building footprint with construction year and height included in its attributes
I am looking for a city building footprint dataset that includes both construction year and height fields in its attributes. Do you have any idea where I could find such data?
I already have the New ...
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Obtaining undergrad enrollment for a set number of institutions over a set number of years
I'd like to obtain either undergrad enrollment or undergrad completions for every year over a certain period of years for each of about 100 universities that I plan to manually input. I'm a beginner ...
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Adverse event data is not present for May month ( 30th and 31st may)
We are using below API to fetch the data but API is showing last updated date as "2025-06-24" but data is not updated for May month ( 30th and 31st May)
https://api.fda.gov/device/event.json?...
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AI Company IP List / Bots List for IP Blocking
With AI everywhere these days many crawlers that are out on the www crawling websites to train their models are not always well behaved and often completly disregard robots.txt.
Does anyone know of a ...
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Does openFDA has APIs to access Warning letters and form 483s?
Does the openFDA platform offer APIs or tools for retrieving data related to FDA-issued Warning Letters and Form 483 inspection reports?
I am specifically looking for programmatic ways to access this ...
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Call Center Transcripts and reference knowledge documents
I am looking for:
call center transcripts datasets
The accompanying knowledge files referred to by the agents for answering the customer questions.
I need this data to work to build a Performance ...
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Looking for a dataset of system requirements with sub-requirements (DOORS-like structure)
I'm currently working on a project involving systems engineering and requirements management. I'm looking for a public dataset that mimics the kind of structured requirements you'd typically find in a ...
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Dates of closest common ancestors of human and animal for different types of animals and plants
I was wondering whether anyone could provide (with, speculative, pictures) a table, listing the times, in history (or, equivalently, number of years ago), of, the dates of closest common ancestors of ...
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Where can the original 120,000 size MNIST dataset be found?
The original MNIST dataset contains 120,000 images, which were split into two samples. A training sample of size 60,000 and a test sample of size 60,000. Both samples were statistically equivalent.
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Where to find monthly tariff data collected by the US?
I'm looking for monthly tariff amounts collected by the US starting in Jan 2025.
The news is reporting things and I want to verify the data from an original source.
I have done a search with Ollama AI ...
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Where can I find salary data for faculty at all US universities in downloadable format?
Where can I find salary data for public university employees across the United States?
So far I found:
Illinois: https://salarysearch.ibhe.org/search.aspx
Official Texas School Salary Data
I’d love ...
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Where can I find data for past sunrise and sunset times?
I need to find a data set of recorded sunrise and sunset times, however there only seem to be online calculators that have generated the data, and not the actual data. Does anyone know where I could ...
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Multi-output regression: Classical datasets with more target variables than feature variables?
I'm interested to do some experimental validation of a machine learning model designed to approximate functions $f:\mathbb{R}^n\to \mathbb{R}^N$ where $N \geq n$. Are there any classical datasets ...
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Freedom of religion by country
Where can I see Freedom House's score for freedom of religion for all countries in 1 table similar to the The Economist Democracy Index? Or what are some alternatives to Freedom House?
I don't see any ...
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Seeking Publicly Accessible CDR Datasets (Time, Device ID, Cell ID)
I'm looking for publicly accessible Call Detail Record (CDR) datasets for research on network analysis, focusing on user mobility and base station utilization.
I'm primarily interested in datasets ...
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Are there known/popular real-life dataset in the literature for 2 sample distribution testing?
Are there known/popular real-life dataset in the literature for 2 sample distribution testing? More precisely, I want to experiment on different non-parametric strategies that detect whether 2 samples ...
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Need a suitable dataset to plot decision regions. Code and conditions inside
I am looking for a dataset with 4 almost linearly separable classes to present various classification algorithms and compare them. I don't want the iris, wine, breat cancer, car evaluation, student ...
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Consumer Goods Discussion Forum
I am looking for datasets that contain consumer queries and discussions about goods. Ideally it should be something like r/buyitforlife but not from Reddit. The content I'm looking for is people ...
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CPU and GPU benchmark data
I am looking for open benchmark data of CPUs and GPUs.
I am aware of Blender Open Data, which contains exactly the kind of data I am looking for. However, I would like to know if there are any other ...
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2016 Exit polls: Did 90% of Muslims vote Clinton over Trump?
Semi-cross-posting based on suggestion in 'data-sources' in politics SE.
I'm new to exit polls of elections.
From 2016 CNN exit polls, there are 2 versions of the exit polls
Here's the (transposed) ...
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website ranking data api
I'm developing a free api for all popular website rankings like Google crux, tranco, domcop, host.io, commoncrawl, majestic, cloudflare, umbrella and builtwith. What other (open source) ranking data ...
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Planetary reentry: instruments data
Is there an open data archive for planetary reentry data? For instance, reentry accel and gyro data from a NASA capsule, Earth or Mars? Other planetary reentry data? Instrument data preferred, not ...
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Mining Data - British Columbia
Looking for a list of mines in BC Canada with their location and total footprint.
Any help would be much appreciated.
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Where Can I Find a Dataset of Spoofed Emails with SPF, DKIM, and DMARC?
I am currently working on my thesis, which focuses on detecting spoofed emails using SPF, DKIM, and DMARC. To train my machine learning model, I am looking for a dataset that contains spoofed emails, ...
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Request for Plan Type Data (HMO, PPO, etc.) for Issuers in CMS API
How can I retrieve information about the types of insurance plans (e.g., HMO, PPO, EPO, POS) offered by issuers listed in the CMS API? The current issuers endpoint provides basic issuer information ...
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Request for Resources: Comprehensive Data on Propositional Calculus
I’m interested in constructing or analyzing a comprehensive set of all possible propositions in propositional calculus. Similar to how one might generate all potential sentences from a dictionary, I’m ...
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Monthly or quarterly passenger data for Delhi's airport
I am looking for open access monthly (or quarterly) passenger data for Delhi's international airport (Indira Gandhi International Airport) for the months January 2018 to December 2023. I found data ...
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Dataset of early termination of insurance contracts
I need a dataset of early terminations of insurance contracts in order to predict whether the contract will be terminated or not
It should preferably contain the following features or some of them, ...
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Predictive dataset at three time points: prediction, decision, and outcome
I am looking for datasets in any domain that has at least three clear, unambiguous time points: prediction, decision, and outcome. This is rather unusual, so please explain the lengthy background to ...
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Is there any public datasets for predictive maintenance/anomaly detection related to AS/RS or Warehouse Automation Systems?
I'm working on my master's thesis, which focuses on developing a predictive maintenance system to predict failures for automated storage and retrieval systems (AS/RS) or intralogistics systems in ...
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Data from social media answering the question of "how new beliefs/news become public and trend"
As I said in the title my main question is "How news/beliefs are publicized", also I prefer to use Twitter data (because I think it is more optimized for this case)
Do you have any ...
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Shapefile of Cairo's wards (Kism)
Is there a website where I can download Cairo's wards (Kisms) as a shapefile? Attached is an image of what I am looking for.
Effat & Elshobaki, 2015
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German federal budget data for 2018 - 2024?
Can anyone point me to data on the German federal budget for 2018 - 2024,
downloadable .csv or .xml files ?
https://www.bundeshaushalt.de/DE/Bundeshaushalt-digital/bundeshaushalt-digital.html
has bar ...
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Where can I find data about Vancouver's elevation slope?
Where can I find (or create) something like an elevation map, but instead of elevation, it would be change in height (i.e. slope/steepness)?
I'm trying to find steep, but not too steep locations for ...
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Job openings data
Where can I get recent (from the past few years) job posting data that is freely available?
It must include these columns:
years of experience required
is temporary/contract?
sector
approximate post ...
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Points of interest for Wuhan 2018 using Baidu
I would like to ask if someone can help me download points of interest (POI) from Baidu for Wuhan for the year 2018. Unfortunately, I do not have access to the website (I do not live in China) and the ...
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Looking for minimum and maximum elevation for US counties
Where can I find minimum and maximum elevation data for US counties?
It would be a bonus if I could directly access it from within R, but other solutions are also good.
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