Dataset research report
Openthoughts 1K Sample research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
[!NOTE] We have released a paper for OpenThoughts! See our paper here. Open-Thoughts-1k-sample This is a 1k sample of the OpenThoughts-114k dataset. Open synthetic reasoning dataset with high-quality examples covering math, science, code, and puzzles! Inspect the content with rich formatting with Curator Viewer. Available Subsets default subset containing ready-to-train data used to finetune the OpenThinker-7B and OpenThinker-32B models: ds =… See the full description on the dataset page: https://huggingface.co/datasets/ryanmarten/OpenThoughts-1k-sample.
Research Context
Openthoughts 1K Sample: 500 rows by 8 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Follow-Up Queries
Preview Rows
| # | problemtext | deepseek_reasoningtext | deepseek_solutiontext | ground_truth_solutiontext | domaintext | sourcetext | test_casestext | starter_codetext |
|---|---|---|---|---|---|---|---|---|
| 1 | Show that the planes $2x + 3y - 4z + 1 = 0$ and $5x - 2y + z + 6 = 0$ are mutually perpendicular. | Okay, let's see. The problem is to show that the two planes given by the equations 2x + 3y - 4z + 1 = 0 and 5x - 2y + z + 6 = 0 are mutuall… | To determine if the planes \(2x + 3y - 4z + 1 = 0\) and \(5x - 2y + z + 6 = 0\) are mutually perpendicular, follow these steps: 1. **Ident… | **Problem 377:** 1. Given planes: \[ 2x + 3y - 4z + 1 = 0 \] and \[ 5x - 2y + z + 6 = 0 \] 2. To establish that th… | math | numina_math | ||
| 2 | Chef's friend Alex runs a movie theatre. Due to the increasing number of platforms for watching movies online, his business is not running … | Okay, let's see. I need to solve this problem where Alex's movie theatre has to maximize profit by assigning movies to showtimes with diffe… | To solve this problem, we need to maximize the profit for Alex's movie theatre by optimally scheduling movies at different showtimes with v… | code | apps | {"inputs": [["5", "12", "A 3", "B 12", "C 6", "A 9", "B 12", "C 12", "D 3", "B 9", "D 3", "B 12", "B 9", "C 6", "7", "A 9", "A 9", "B 6", "… | ||
| 3 | After a lot of hard work, Goyal has finally completed his app. But before he launches it, he needs to test it. His friends are helping him … | Okay, let's see. I need to solve this problem where I have to process a list of names and output them sorted by their count in descending o… | To solve this problem, we need to generate a "Hall of Fame" from log entries of friends using an app, sorted by the number of times each fr… | code | code_contests | {"inputs": ["6\nMohit Karan Mohit Mohit Ajay Karan\n\nSAMPLE", "7\nArjun Mohit Karan Mohit Mohit Ajay Karan", "6\nMohit Karan Mohit Mohit A… | ||
| 4 | A sequence of natural numbers \( \{x_{n}\} \) is constructed by the following rule: \( x_{1} = 2 \), and \( x_{n} = \lfloor 1.5 x_{n-1} \rf… | Okay, so I need to prove that the sequence \( y_{n} = (-1)^{x_{n}} \) is non-periodic, where \( x_{n} \) is defined by \( x_{1} = 2 \) and … | To prove that the sequence \( y_n = (-1)^{x_n} \) is non-periodic, where \( x_n \) is defined by \( x_1 = 2 \) and \( x_n = \lfloor 1.5 x_{… | 1. **Assume periodicity:** Suppose the sequence $\{y_n\}$ is periodic. This means there exist natural numbers $T$ and $n_0$ such that: … | math | numina_math | ||
| 5 | Determine the value of $$ z=a \sqrt{a} \sqrt[4]{a} \sqrt[8]{a} \ldots \sqrt[2^{n}]{a} \ldots $$ if \( n \) is infinitely large. | Okay, so I need to find the value of z, which is this infinite product of a multiplied by the square root of a, then the fourth root, then … | The value of \( z \) is determined by recognizing the infinite product as a geometric series in the exponents. **Step-by-Step Explanation… | 1. We begin by rewriting the given infinite product expression in a more manageable form. The given product is: \[ z = a \sqrt{a… | math | numina_math | ||
| 6 | What are the specific mechanisms by which exposure to lead affects the developing brain, and how can we mitigate the harmful effects of lea… | Okay, so I need to figure out the specific mechanisms by which lead exposure affects the developing brain and how to mitigate those harmful… | The harmful effects of lead exposure on the developing brain involve multiple interconnected mechanisms, each contributing to neurodevelopm… | biology | camelai_biology |
Data Dictionary
- problem text
- deepseek_reasoning text
- deepseek_solution text
- ground_truth_solution text
- domain categorical
- source categorical
- test_cases text
- starter_code categorical
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.