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?

Does This Schema Look Normalized To 3NF? Need Help With Class Project.

MATCH(MatchID, Season, MatchDate, MatchStartTime, Field#, Park, HomeTeamID, AwayTeamID, RefereeName, MatchScore)

FIELD(Field#, Park, FieldName)

PLAYER(PlayerID, JerseyNumber, PlayerFirstName, PlayerLastName, PlayerGender, PlayerAge, TeamID, Position, CaptainStatus)

PLAYERSTATS(MatchID, PlayerID, MatchDate, MatchStartTime, HomeTeamName, AwayTeamName, JerseyNumber, PlayerName, Goals, Assists, PossessionPercent, PassCount, PassingChain#)

TEAM(TeamID, TeamName, CoachID, AssistantCoachID, SponsorID)

COACH(CoachID, CoachFirstName, CoachLastName, TeamID, CoachAge, CoachGender, CoachRole)

SPONSOR(SponsorID, SponsorName, SponsorEmail, SponsorAddress)

submitted by /u/volkxx
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Video Dataset For Abnormal Event Detection In Bank ATM?

I am doing a project in abnormal event detection in ATM counters. For training purposes, I need videos from people behaving ‘normally’ in ATM counters and from people showing abnormal behavior.

With ATM counter I mean a (small) room with one or more ATM machines built in a wall.

Normal event: A person walks into the room, puts his card into the ATM, enters pincode, retrieves his card, take his money, maybe a receipt, then leaves.

Abnormal events: Someone hitting the ATM, attacking and robbing a customer at an ATM, fiddling with the machine in unexpected ways, taking photographs inside, etc.
Thank you so much!

submitted by /u/ThreshLaSquale
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For Those Looking For A Mock Data Generator! [self-promotion]

If you guys need a mock data generator, me and my team got you covered!

Our product core features are:

Ouptut support for json, yaml, psql, sql, and xml (with more formats and application support coming soon) Code gen for various languages with language specific settings (rust, typescript, go, dart, c, c++, c#, java, swift, protobuf (syntax3) more on the roadmap) Nested object generation, with array, and null controls Seeded generation possible too for reproducible results

Let me know what you guys think, or if you want us to add more features

Try it out here https://www.dataconstruct.io/organizations/playground/schemas

No sign up required!

submitted by /u/originalchuan
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[Request]: Historical SAF Prices (sustainable Aviation Fuel) (more Granularity Preferred)

Hello,

I’m building a SAF global market size model as a side project to decompress outside of work, and I have plenty of experience building market models.

My question is the data – I have disparate, non-granular, sketchy data sources. I have no problem scraping public data and creating my own databases, and often that is for the best (not propagating upstream calculation errors from a 3p source). But the market is quite opaque.

Ideally, i am looking for a dataset like this:

https://www.resourcewise.com/platforms/prima-carbonzero

I would like to mix my first-party data and this third party data to build a more robust model.

Is there any place I can buy this data? Or access something similar to it?

submitted by /u/TableConnect_Market
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Looking For An Open Access Anonymized Data Set For CSA

I’m trying to find out the relative probabilities of the relationship between the abuser and the victim in CSA cases. Since no one seems to extract the data in ways that will help, I need to find a source of anonymous data that has relevant fields.

A culled data set where specific records have been removed because they could lead to identifying the people is fine. I do not need to know the location, nor the economic class. Because I’m looking for low probability events, it needs to be a substantial size. I’d like a hundred thousand records of events, where the following fields are known for each event.

Specifics:

For victim: Victim’s age when abuse started, sex, nature of the abuse.

For abuser Abuser’s age when abuse started. sex, relationship to victim

Relationship: 1st degree relative (Parent, brother, sister), 2nd degree relative (uncle/aunt, cousin, grandparent) Neighbour, family friend, authority figure (coach, minister, teacher, scoutmaster, employer, etc)

So far attempts to find data on places like pubmed have resulted in:

Only an abstract is available without payment. Papers are only summaries of other papers/reports. Datasets are not open to the general public Datasets have substantial price tags on them. Datasets are extremely selective. Data does not link abuser and victim in a 1:1 manner.

I come from a CSA background. I was molested at age 3. My sister says, that mom said it was a neighbour two doors down.

I think even then my mom was covering up. It happened multiple times over a period of I think at least a couple months, and less than a year and a half. The multiple times poses a logistical problem. The two people who had the best access was my mother during the day (stay at home mom) and my brother (age 13) during the night. (separate bedroom opposite end of house, in basement.)

I can’t confront them. Mom is dead. Brother is deep in Alzheimers.

While stats on this won’t form an absolute answer, they form grist for the mill.

submitted by /u/Canuck_Voyageur
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Looking For Finance Datasets For My Pyspark Project

Greetings. I have an upcoming project that involved using Pyspark. The guidelines for the project indicate a dataset about 7~8 GB at the minimum. The project is graded lesser on analysis and more on the complexity of data and range of methods and techniques we employ for data manipulation and processing. looking for a flexible and large financial dataset. can be anything from stock market data, economic indicators, consumption data, text data etc. Please direct me towards such datasets

submitted by /u/ComprehensiveAd1629
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Need Dataset For Power Bi To Practise KPI For Portfolio Dataset

Hey everyone, suggest any dataset where i can learn KPI creation. Like i want to learn how to create Growth Percentages, Last year’s sales, last month’s sales, Net sales, gross sales for the present year, and also for last year and other similar KPIs, and to learn i need those types of dataset where i can do calculation.

I tried to find it on Kaggle but there are some simple dataset, till now all i do is drag and drop on dashboard.

submitted by /u/Akhand_P_Singh
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Combining Datasets Questions (or Dataset Recommendations)

Hi all! This is probably a stupid question, but please someone just clarify for me without shaming me lol. If I am attempting to complete a research project (for a quantitative research methods class) on fear of crime and media consumption can I take two different datasets and combine them in order to run analysis on the variables? Or, does anyone know of any good survey datasets that contains variables I could use for this (or recode and use)? I apologize for the dumb question, but my professor has been no help. Thanks in advance!

submitted by /u/laurenmarie184_
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1-Year Of Life Data. What Makes Me Happy?

Hello all.

I have spent the entire year of 2023 collecting data on my day-to-day life. I have collected everything I could think of, including quantitative variables like exercise, sleep amount, sex, etc., and qualitative ones like my own feelings and overall happiness. It is my ultimate goal to determine what in my life makes me happier, but there are plenty of other analyses that could be done with this dataset. Please feel free to take a look! If anyone does any interesting analysis please comment the results and/or DM me.

The dataset is pretty extensive… take a look.
https://docs.google.com/spreadsheets/d/1mi1vzfOQ2CpddAQQI25ACBixot2Xs5z-nO5qx91L12c/edit?usp=sharing

submitted by /u/tsawsum1
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Looking For Real And Fake News Datasets With Their Corresponding Author’s Twitter/x’s User Information

I am in dire straits and I need help.
I haven’t had any luck finding any sources that have both the datasets and the author’s user information, I’ve only found tweets that have been identified as real and fake news without the user’s information. I want to know if such a dataset exists before I go and purchase a developer account at X. I’m a student right now and 100$USD would make things pretty tight for me.
Thank you all in advance

submitted by /u/Ok-ButterscotchBabe
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How To Transform This Chess DB On Python?

The database has entries like this, each one of them being a full chess game:

[‘e2e4’, ‘g8f6’, ‘d2d4’, ‘g7g6’, ‘c2c4’, ‘f8g7’, ‘b1c3’, ‘e8g8’, ‘e2e4’, ‘d7d6’, ‘f1e2’, ‘e7e5’, ‘e1g1’, ‘b8c6’, ‘d4d5’, ‘c6e7’, ‘c1g5’, ‘h7h6’, ‘g5f6’, ‘g7f6’, ‘b2b4’, ‘f6g7’, ‘c4c5’, ‘f7f5’, ‘f3d2’, ‘g6g5’, ‘a1c1’, ‘a7a6’, ‘d2c4’, ‘e7g6’, ‘a2a4’, ‘g6f4’, ‘a4a5’, ‘d6c5’, ‘b4c5’, ‘f5e4’, ‘c4e3’, ‘c7c6’, ‘d5d6’, ‘c8e6’, ‘c3e4’, ‘d8a5’, ‘e2g4’, ‘e6d5’, ‘d1c2’, ‘a5b4’, ‘e4g3’, ‘e5e4’, ‘c1b1’, ‘b4d4’, ‘b1b7’, ‘a6a5’, ‘g3f5’, ‘f8f5’, ‘e3f5’]

e2e4 means the piece on e2 (the pawn) moved to e4. Problem is, I have no way of knowing which piece is moving somewhere. For example, “g7h8” means the piece on g7 moved to h8 but unless I run all the previous moves I have no way of knowing which piece is that.

How can I transform this into a more understandable dataset?

I’m not sure this is the sub to ask this, if it isn’t I’d appreciate if you could tell me where to ask it

PD: I’ve checked the chess library in python but I haven’t found anything

submitted by /u/Aston28
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Tomato Growth Rate Prediction Data Set

I am doing my final year project , and it’s a KNN predictive model for prediction of tomato growth rate . When I was doing my proposal I proposed use of cm/week as growth metric . I am open to changing the growth metric .

I’m kindly looking for collaborators and mentors, I’m looking for a data set that has values temp, soil moisture, ph , EC , humidity and or NPK values against either yield or any growth rate metric.

submitted by /u/RMGwinji
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Dataset For Access Control Policies?

I’m working on a dynamic access control policy generation model using machine learning and I need a real dataset to evaluate the performance. Is there any access control policy dataset consisting entities (device, users), operations, roles, attributes, and permission policies?

I only could find the datasets having network traffic and access logs without any actual permission policies. If the dataset is related IoT (Internet of Things) or WSN (Wireless Sensor Networks) that would be ideal. If anyone knows a good dataset that would be a big help. Also, please mention the source paper (if any) so I can cite it.

submitted by /u/binodmx
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