Dataset research report
Lrs research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Lrs The Lrs dataset from the UCI repository. Configurations and tasks Configuration Task Description lrs Multiclass classification Classify lrs type. lrs_0 Binary classification Is this instance of class 0? lrs_1 Binary classification Is this instance of class 1? lrs_2 Binary classification Is this instance of class 2? lrs_3 Binary classification Is this instance of class 3? lrs_4 Binary classification Is this instance of class 4? lrs_5… See the full description on the dataset page: https://huggingface.co/datasets/mstz/lrs.
Research Context
Lrs: 500 rows by 101 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.
right_ascension vs declination
Relationship between right_ascension and declination.
Open and export this chartDistribution of right_ascension
Histogram of right_ascension values.
Open and export this chartCorrelation of numeric columns
Pearson correlation between numeric columns.
Open and export this chartFollow-Up Queries
Preview Rows
| # | right_ascensionfloat | declinationfloat | scale_factorfloat | blue_base_1integer | blue_base_2float | red_base_1float | red_base_2float | flux_blue_0float |
|---|---|---|---|---|---|---|---|---|
| 1 | 12.07 | -62.43 | 1.25e-16 | 2498 | 2630 | 1740 | 1783 | 4119 |
| 2 | 12.11 | -62.99 | 2.97e-16 | 1086 | 1241 | 421 | 674 | 7661 |
| 3 | 12.12 | -62.55 | 3.13e-15 | 481 | 270 | 63 | 451 | 3196 |
| 4 | 12.25 | -67.68 | 1.73e-15 | 191 | 232 | 103 | 103 | 2.603e+04 |
| 5 | 12.36 | -62.3 | 2.18e-16 | 1401 | 1268 | 1042 | 1063 | 1.584e+04 |
| 6 | 12.38 | 1.046 | 4.84e-16 | 515 | 589 | 403 | 419 | 1.598e+04 |
Data Dictionary
- right_ascension numeric
- declination numeric
- scale_factor numeric
- blue_base_1 numeric
- blue_base_2 numeric
- red_base_1 numeric
- red_base_2 numeric
- flux_blue_0 numeric
- flux_blue_1 numeric
- flux_blue_2 numeric
- flux_blue_3 numeric
- flux_blue_4 numeric
- flux_blue_5 numeric
- flux_blue_6 numeric
- flux_blue_7 numeric
- flux_blue_8 numeric
- flux_blue_9 numeric
- flux_blue_10 numeric
- flux_blue_11 numeric
- flux_blue_12 numeric
- flux_blue_13 numeric
- flux_blue_14 numeric
- flux_blue_15 numeric
- flux_blue_16 numeric
- flux_blue_17 numeric
- flux_blue_18 numeric
- flux_blue_19 numeric
- flux_blue_20 numeric
- flux_blue_21 numeric
- flux_blue_22 numeric
- flux_blue_23 numeric
- flux_blue_24 numeric
- flux_blue_25 numeric
- flux_blue_26 numeric
- flux_blue_27 numeric
- flux_blue_28 numeric
- flux_blue_29 numeric
- flux_blue_30 numeric
- flux_blue_31 numeric
- flux_blue_32 numeric
- flux_blue_33 numeric
- flux_blue_34 numeric
- flux_blue_35 numeric
- flux_blue_36 numeric
- flux_blue_37 numeric
- flux_blue_38 numeric
- flux_blue_39 numeric
- flux_blue_40 numeric
- flux_blue_41 numeric
- flux_blue_42 numeric
- flux_blue_43 numeric
- flux_red_0 numeric
- flux_red_1 numeric
- flux_red_2 numeric
- flux_red_3 numeric
- flux_red_4 numeric
- flux_red_5 numeric
- flux_red_6 numeric
- flux_red_7 numeric
- flux_red_8 numeric
- flux_red_9 numeric
- flux_red_10 numeric
- flux_red_11 numeric
- flux_red_12 numeric
- flux_red_13 numeric
- flux_red_14 numeric
- flux_red_15 numeric
- flux_red_16 numeric
- flux_red_17 numeric
- flux_red_18 numeric
- flux_red_19 numeric
- flux_red_20 numeric
- flux_red_21 numeric
- flux_red_22 numeric
- flux_red_23 numeric
- flux_red_24 numeric
- flux_red_25 numeric
- flux_red_26 numeric
- flux_red_27 numeric
- flux_red_28 numeric
- flux_red_29 numeric
- flux_red_30 numeric
- flux_red_31 numeric
- flux_red_32 numeric
- flux_red_33 numeric
- flux_red_34 numeric
- flux_red_35 numeric
- flux_red_36 numeric
- flux_red_37 numeric
- flux_red_38 numeric
- flux_red_39 numeric
- flux_red_40 numeric
- flux_red_41 numeric
- flux_red_42 numeric
- flux_red_43 numeric
- flux_red_44 numeric
- flux_red_45 numeric
- flux_red_46 numeric
- flux_red_47 numeric
- flux_red_48 numeric
- lrs_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.