问题
This is a follow up from a previous question for wich I built a test case in a (hopefully now public) notebook and noticed the following behavior:
At the end of the notebook, in the section bugs you will notice that y-axis
of the max_precipitation
of the layered chart using is clamped to 10.
I tried changing the domain but the bars do not go above 10.
Here the code example in vega-lite's editor reproduced below:
{
"$schema": "https://vega.github.io/schema/vega-lite/v4.json",
"title": "Top Months by Mean Precipitation",
"data": {"url": "data/seattle-weather.csv"},
"transform": [
{"timeUnit": "month", "field": "date", "as": "month_date"},
{
"aggregate": [
{"op": "mean", "field": "precipitation", "as": "mean_precipitation"},
{"op": "max", "field": "precipitation", "as": "max_precipitation"}
],
"groupby": ["month_date"]
},
{
"window": [{"op": "row_number", "as": "rank"}],
"sort": [{"field": "mean_precipitation", "order": "descending"}]
}
],
"encoding": {
"x": {
"field": "month_date",
"type": "ordinal",
"timeUnit": "month",
"title": "month (descending by max precip)",
"sort": {
"field": "max_precipitation",
"op": "average",
"order": "descending"
}
}
},
"layer": [
{
"mark": {"type": "bar"},
"encoding": {
"y": {
"field": "max_precipitation",
"type": "quantitative",
"title": "precipitation (mean & max)"
}
}
},
{
"mark": "tick",
"encoding": {
"y": {"field": "mean_precipitation", "type": "quantitative"},
"color": {"value": "red"},
"size": {"value": 15}
}
}
]
}
Please help me understand what I am doing wrong ?
回答1:
It appears that the precipitation column is being parsed as strings rather than as numbers. You can specify the parsing format for the column using :
"data": {
"url": "data/seattle-weather.csv",
"format": {"parse": {"precipitation": "number"}}
},
The result is here:
来源:https://stackoverflow.com/questions/60153985/clamping-y-axis-when-layering-aggregated-charts-in-vega-lite