Dataset research report
Hypo research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Hypo The Hypo dataset. Configurations and tasks Configuration Task Description hypo Multiclass classification. What kind of hypothyroidism does the patient have? has_hypo Binary classification. Does the patient hypothyroidism does the patient have?
Research Context
Hypo: 500 rows by 29 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.
Correlation of numeric columns
Pearson correlation between numeric columns.
Open and export this chartFollow-Up Queries
Preview Rows
| # | ageinteger | sextext | on_thyroxineboolean | query_on_thyroxineboolean | on_antithyroid_medicationboolean | sickboolean | pregnantboolean | thyroid_surgeryboolean |
|---|---|---|---|---|---|---|---|---|
| 1 | 84 | F | True | True | False | False | False | False |
| 2 | 32 | F | True | True | False | False | False | False |
| 3 | 71 | F | False | True | False | True | False | False |
| 4 | 60 | F | False | True | False | False | False | False |
| 5 | 73 | F | False | True | False | False | False | False |
| 6 | 70 | F | False | True | False | False | False | False |
Data Dictionary
- age numeric
- sex categorical
- on_thyroxine bool
- query_on_thyroxine bool
- on_antithyroid_medication bool
- sick bool
- pregnant bool
- thyroid_surgery bool
- I131_treatment bool
- query_hypothyroid bool
- query_hyperthyroid bool
- lithium bool
- goitre bool
- tumor bool
- hypopituitary bool
- psych bool
- TSH_measured bool
- TSH numeric
- T3_measured bool
- T3 numeric
- TT4_measured bool
- TT4 numeric
- T4U_measured bool
- T4U numeric
- FTI_measured bool
- FTI numeric
- TBG_measured bool
- referral_source categorical
- class numeric
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.