Abalone
Hugging FaceAbalone The Abalone dataset from the UCI ML repository. Predict the age of the given abalone. Configurations and tasks Configuration Task Description abalone Regression Predict the age of the abalone. binary Binary classification Does the abalone have more than 9 rings? Usage from datasets import load_dataset dataset = load_dataset("mstz/abalone")["train"] Features Target feature in bold. Feature Type sex [string]… See the full description on the dataset page: https://huggingface.co/datasets/mstz/abalone.
Ask a question about this data
Type any question in plain English — Helix builds the chart with AI. Sign in to run it and save your charts.
Data preview
500 rows · 9 columns · showing first 12| # | sex text | length float | diameter float | height float | whole_weight float | shucked_weight float | viscera_weight float | shell_weight float | number_of_rings integer |
|---|---|---|---|---|---|---|---|---|---|
| 1 | M | 0.455 | 0.365 | 0.095 | 0.514 | 0.2245 | 0.101 | 0.15 | 15 |
| 2 | M | 0.35 | 0.265 | 0.09 | 0.2255 | 0.0995 | 0.0485 | 0.07 | 7 |
| 3 | F | 0.53 | 0.42 | 0.135 | 0.677 | 0.2565 | 0.1415 | 0.21 | 9 |
| 4 | M | 0.44 | 0.365 | 0.125 | 0.516 | 0.2155 | 0.114 | 0.155 | 10 |
| 5 | I | 0.33 | 0.255 | 0.08 | 0.205 | 0.0895 | 0.0395 | 0.055 | 7 |
| 6 | I | 0.425 | 0.3 | 0.095 | 0.3515 | 0.141 | 0.0775 | 0.12 | 8 |
| 7 | F | 0.53 | 0.415 | 0.15 | 0.7775 | 0.237 | 0.1415 | 0.33 | 20 |
| 8 | F | 0.545 | 0.425 | 0.125 | 0.768 | 0.294 | 0.1495 | 0.26 | 16 |
| 9 | M | 0.475 | 0.37 | 0.125 | 0.5095 | 0.2165 | 0.1125 | 0.165 | 9 |
| 10 | F | 0.55 | 0.44 | 0.15 | 0.8945 | 0.3145 | 0.151 | 0.32 | 19 |
| 11 | F | 0.525 | 0.38 | 0.14 | 0.6065 | 0.194 | 0.1475 | 0.21 | 14 |
| 12 | M | 0.43 | 0.35 | 0.11 | 0.406 | 0.1675 | 0.081 | 0.135 | 10 |
Auto-generated charts
Abalone: 500 rows by 9 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Charts
Total length by sex
Top sex values ranked by summed length.
length vs diameter
length vs diameter, coloured by sex.
Distribution of length
Histogram of length values.
Correlation of numeric columns
Pearson correlation between numeric columns.
length by sex
Spread of length across sex groups.
Interesting queries to try
Columns
- sex categorical
- length numeric
- diameter numeric
- height numeric
- whole_weight numeric
- shucked_weight numeric
- viscera_weight numeric
- shell_weight numeric
- number_of_rings numeric