data
Data and code behind the articles and graphics at FiveThirtyEight (by fivethirtyeight)
quilt
Quilt is a data mesh for connecting people with actionable data (by quiltdata)
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| data | quilt | |
|---|---|---|
| 116 | 2 | |
| 16,617 | 1,311 | |
| 0.3% | 0.2% | |
| 8.5 | 9.5 | |
| about 1 month ago | about 19 hours ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Creative Commons Attribution 4.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
data
Posts with mentions or reviews of data.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-02.
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[USMNT] It only took 20 caps for Jesus Ferreira to get double-digit goals. The fastest in #USMNT history.
You of course already know this answer, but just to put it into more perspective. Here are the SPI ranking equivalents to what he did with these 11 goals in Scotland and Switzerland.
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[Effortpost] Advanced stats on which players are contributing the most to the Heat's playoff run.
To answer these questions I decided to look at 538’s RAPTOR ratings. RAPTOR uses player tracking data to estimate how much each player contributes on the offensive and defensive ends. The total RAPTOR score should be something like the “number of points a player contributes to his team’s offense and defense per 100 possessions, relative to a league-average player.” Higher is better, best during the regular season has been Nikola Jokic at +14. You can read more about it here or play with an interactive tool on their website here. I don’t really care about the details of why it’s a good statistic, but it seems pretty helpful and most importantly for my purposes you can download the data here for free.
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Consanguineous marriage percentage per country
EDIT: I came to this data from this repository which has a nice csv collection for machine training.
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USMNT is a European club. How did they do this season?
Looks like we may actually be collectively underrating our guys now. That's an interesting change. Based on SPI (rating = 72.4) we would be:
- Derrick White's WAR over the past season has been ~6.7 according to a composite of various metrics. Derrick White's WAR in the playoffs has been ~0.1 according to RAPTOR. The worst among the main Boston roster
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Nate Silver: Some personal news
Before Disney/ABC get any -ideas-, might be a good chance to get our hands on at least their data[0]!
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In honor of Sexual Assault Awareness Month, make sure neither you nor friends harbor any misconceptions about consent
Most young women expect words to be involved when their partner seeks their consent. 43% of young men actually ask for verbal confirmation of consent. Overall, verbal indicators of consent or nonconsent are more common than nonverbal indicators. More open communication also increases the likelihood of orgasm for women.
- CMV: When selecting a movie to watch, the audience's rating is the only thing that matters and the critic's rating is entirely irrelevant.
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Slight majority of people in WA want to leave state, poll finds
DHM does not use an equity sample. Of all polling operations they rank 250 out of 517. Id like to see another pollster https://github.com/fivethirtyeight/data/blob/master/pollster-ratings/pollster-ratings.csv
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Optimism is bad for your health. So lets just do some maths! How can Liverpool FC get top 4? part 2
LOL My github’s pretty sparse but I’m pulling data from this API; 538 also provides the data they use for their club predictions here if that interests you
quilt
Posts with mentions or reviews of quilt.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-31.
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Unstructured Data Governance for ML
Quilt: https://quiltdata.com/
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Lessons From Building a Highly Reproducible Data Warehouse
We do a lot of SQL queries over (CSVs, Parquet, JSON) in S3 using AWS Athena. I work on an OSS project called Quilt that snapshots immutable datasets in S3 and supports reproducibility, idempotency, and functional data engineering.
What are some alternatives?
When comparing data and quilt you can also consider the following projects:
uawardata - The data behind uawardata.com
dvc - 🦉 ML Experiments and Data Management with Git
tidytuesday - Official repo for the #tidytuesday project
lakeFS - lakeFS - Data version control for your data lake | Git for data
ydata-quality - Data Quality assessment with one line of code
data-engineering-nd - Projects of the Udacity Data Engineering Nanodegree Program.
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
demo-code - Bits of code I use during live demos
Video-Swin-Transformer - This is an official implementation for "Video Swin Transformers".
data-engineering-book - Accumulated knowledge and experience in the field of Data Engineering
datagen - Generates customer, sales reps, sales mgrs, products, manufacturer, and transaction data and creates and populates MySQL database with it. Also, can generate single tables of random data.
datasets - 🎁 5,400,000+ Unsplash images made available for research and machine learning