niederhoffer2017#
Niederhoffer et al., 2017, CLPsych In your wildest dreams: the language and psychological features of dreams doi: 10.18653/v1/W17-3102
PDF available at https://aclanthology.org/W17-3102.pdf.
Zenodo deposit: 10.5281/zenodo.11293797
Available tables#
table1 — Linguistic Processes Categories in LIWC2015.
table2 — Top and Bottom Five dream Topics on CDI continuum.
table3 — Most positively and negatively-correlated topics for each emotion.
appendixA — Full list of LDA topics.
appendixB — Sample dreams by CDI.
Preview#
import extracts
df = extracts.fetch_niederhoffer2017("table1")
df.head()
Downloading file 'table1.tsv' from 'doi:10.5281/zenodo.11293797/table1.tsv' to '/home/runner/.cache/extracts/niederhoffer2017'.
| Dreams (n=9,678) | Expressive Writing (n=6,179) | |||
|---|---|---|---|---|
| Mean | SD | Mean | SD | |
| Word Count | 208.85 | 116.61 | 408.94 | 248.23 |
| Words per sentence | 30.34 | 40.49 | 18.42 | 14.89 |
| Words < 6 letters | 11.66 | 3.41 | 13.62 | 4.12 |
| Dictionary words | 91.87 | 4.06 | 91.93 | 5.03 |
| Total Function Words | 60.04 | 4.32 | 58.27 | 6.26 |
df.shape
(24, 4)
Versions#
from extracts._common import DATASETS
DATASETS["niederhoffer2017"]
{'latest': '11293797', 'v1': '11293798', 'v2': '11357309'}
Notes#
I corrected a typo in Table 2 (plave -> plane).
The correct spelling is “plane”, as you can see it in the corresponding Topic in Appendix A.