1,508,917 responses from 6,148 respondents to 948 items.
| Description | Responses to the 948 diagnostic mathematics questions of the NeurIPS 2020 Education Challenge tasks 3 and 4 (question quality and personalisation). Split out from neurips_2020, which holds the tasks 1/2 release: the challenge anonymised the two releases separately and its guide (arXiv:2007.12061, p.8) states that question, user and answer IDs must not be linked between them, so they cannot share an id or item space. resp is 1 if the student answered correctly. See irw#1875. |
|---|---|
| Reference | Wang, Z., Lamb, A., Saveliev, E., Cameron, P., Zaykov, Y., Hernández-Lobato, J.M., Turner, R.E., Baraniuk, R.G., Barton, C., Jones, S.P., Woodhead, S., & Zhang, C. (2020). Diagnostic questions: The neurips 2020 education challenge [data set]. arXiv preprint arXiv:2007.12061 |
| DOI | 10.48550/arXiv.2007.12061 |
| Licence | CC BY 4.0 |
| Source data | https://eedi.com/research#data |
| Responses | 1,508,917 |
|---|---|
| Respondents | 6,148 |
| Items | 948 |
| Response categories | 2 |
| Responses per respondent | 245.432 |
| Responses per item | 1591.685 |
| Density | 0.259 |
| Longitudinal | FALSE |
| age range | Child (<18y) |
|---|---|
| child age (for child-focused studies) | Child (6-12y) |
| sample | Educational |
| construct type | Cognitive/educational |
| measurement tool | Test |
| item format | Likert Scale/selected response |
| primary language(s) | eng |
| construct name | NeurIPS 2020 Education Challenge (tasks 3/4) |
iditemresp
Or load it directly in R or Python:
# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("neurips_2020_task34")
# Python
pip install irw
import irw
df = irw.fetch("neurips_2020_task34")
| IRW version | v393 |
|---|---|
| Redivis dataset | item_response_warehouse_6 v2.1 |
| Redivis dataset DOI | 10.57761/fr6e-wp05 |
| Manifest pin for this IRW version | v2.1 |
| Metadata source | irw_meta v23.0 |