Custom Teva
OMOP-Teva module can also be applied to any dataframe. User must use reduce_table and visualize_table from eds_scikit.plot.table_viz.
Make sure to specify categorical columns with less then 50 values.
Use the function eds_scikit.plot.table_viz.map_column to reduce columns volumetry.
Creating synthetic dataset
import numpy as np
import pandas as pd
data = pd.DataFrame(
{
"id": str(np.arange(1, 1001)),
"category_1": np.random.choice(["A", "B", "C"], size=1000, p=[0.4, 0.3, 0.3]),
"category_2": np.array([str(i) for i in range(500)] * 2),
"location": np.random.choice(
["location 1", "location 2"], size=1000, p=[0.6, 0.4]
),
"date": pd.to_datetime(
np.random.choice(
pd.date_range(start="2021-01-01", end="2022-01-01"), size=1000
)
),
}
)
from eds_scikit.plot import reduce_table, visualize_table
data_reduced = reduce_table(
data,
category_columns=["location", "category_1", "category_2"],
date_column="date",
start_date="2021-01-01",
end_date="2021-12-01",
mapper={"category_2": {"even": r"[02468]$", "odd": r"[13579]$"}},
)
chart = visualize_table(
data_reduced, title="synthetic dataframe table", description=True
)
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.8.0.json",
"config": {
"legend": {
"columns": 4,
"symbolLimit": 0
},
"view": {
"continuousHeight": 300,
"continuousWidth": 300
}
},
"data": {
"name": "data-6c8e9658b16d48f64ac39e6b052cf917"
},
"datasets": {
"data-6c8e9658b16d48f64ac39e6b052cf917": [
{
"category_1": "A",
"category_2": "even",
"count": 8,
"datetime": "2021-01-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 11,
"datetime": "2021-01-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 11,
"datetime": "2021-01-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 5,
"datetime": "2021-01-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-01-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 9,
"datetime": "2021-01-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 12,
"datetime": "2021-01-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 9,
"datetime": "2021-01-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 4,
"datetime": "2021-01-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 5,
"datetime": "2021-01-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 8,
"datetime": "2021-01-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 7,
"datetime": "2021-01-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 11,
"datetime": "2021-02-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 8,
"datetime": "2021-02-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 7,
"datetime": "2021-02-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 9,
"datetime": "2021-02-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-02-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 7,
"datetime": "2021-02-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 6,
"datetime": "2021-02-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 6,
"datetime": "2021-02-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 3,
"datetime": "2021-02-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 6,
"datetime": "2021-02-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-02-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 5,
"datetime": "2021-02-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 12,
"datetime": "2021-03-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 13,
"datetime": "2021-03-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 11,
"datetime": "2021-03-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 9,
"datetime": "2021-03-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-03-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 10,
"datetime": "2021-03-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 5,
"datetime": "2021-03-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 13,
"datetime": "2021-03-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 6,
"datetime": "2021-03-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 7,
"datetime": "2021-03-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-03-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 7,
"datetime": "2021-03-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 11,
"datetime": "2021-04-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 12,
"datetime": "2021-04-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 5,
"datetime": "2021-04-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 7,
"datetime": "2021-04-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 9,
"datetime": "2021-04-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 5,
"datetime": "2021-04-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 2,
"datetime": "2021-04-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 7,
"datetime": "2021-04-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 2,
"datetime": "2021-04-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 7,
"datetime": "2021-04-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 3,
"datetime": "2021-04-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 6,
"datetime": "2021-04-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 18,
"datetime": "2021-05-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 9,
"datetime": "2021-05-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 8,
"datetime": "2021-05-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 10,
"datetime": "2021-05-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 10,
"datetime": "2021-05-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 11,
"datetime": "2021-05-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 9,
"datetime": "2021-05-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 2,
"datetime": "2021-05-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 5,
"datetime": "2021-05-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 1,
"datetime": "2021-05-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 7,
"datetime": "2021-05-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 7,
"datetime": "2021-05-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 10,
"datetime": "2021-06-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 8,
"datetime": "2021-06-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 5,
"datetime": "2021-06-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 8,
"datetime": "2021-06-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 10,
"datetime": "2021-06-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 11,
"datetime": "2021-06-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 3,
"datetime": "2021-06-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 13,
"datetime": "2021-06-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 2,
"datetime": "2021-06-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 5,
"datetime": "2021-06-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 2,
"datetime": "2021-06-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 3,
"datetime": "2021-06-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 10,
"datetime": "2021-07-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 10,
"datetime": "2021-07-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 9,
"datetime": "2021-07-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 9,
"datetime": "2021-07-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 4,
"datetime": "2021-07-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 4,
"datetime": "2021-07-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 6,
"datetime": "2021-07-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 9,
"datetime": "2021-07-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 5,
"datetime": "2021-07-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 4,
"datetime": "2021-07-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-07-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 1,
"datetime": "2021-07-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 9,
"datetime": "2021-08-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 8,
"datetime": "2021-08-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 10,
"datetime": "2021-08-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 5,
"datetime": "2021-08-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 10,
"datetime": "2021-08-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 7,
"datetime": "2021-08-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 2,
"datetime": "2021-08-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 6,
"datetime": "2021-08-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 3,
"datetime": "2021-08-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 1,
"datetime": "2021-08-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 5,
"datetime": "2021-08-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 4,
"datetime": "2021-08-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 9,
"datetime": "2021-09-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 6,
"datetime": "2021-09-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 12,
"datetime": "2021-09-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 12,
"datetime": "2021-09-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 7,
"datetime": "2021-09-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 3,
"datetime": "2021-09-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 7,
"datetime": "2021-09-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 5,
"datetime": "2021-09-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 4,
"datetime": "2021-09-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 4,
"datetime": "2021-09-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 3,
"datetime": "2021-09-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 5,
"datetime": "2021-09-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 10,
"datetime": "2021-10-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 9,
"datetime": "2021-10-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 7,
"datetime": "2021-10-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 6,
"datetime": "2021-10-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 9,
"datetime": "2021-10-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 5,
"datetime": "2021-10-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 8,
"datetime": "2021-10-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 8,
"datetime": "2021-10-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 3,
"datetime": "2021-10-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 6,
"datetime": "2021-10-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 9,
"datetime": "2021-10-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 3,
"datetime": "2021-10-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 8,
"datetime": "2021-11-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "odd",
"count": 13,
"datetime": "2021-11-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 14,
"datetime": "2021-11-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 8,
"datetime": "2021-11-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "even",
"count": 6,
"datetime": "2021-11-01T00:00:00",
"location": "location 1"
},
{
"category_1": "C",
"category_2": "odd",
"count": 10,
"datetime": "2021-11-01T00:00:00",
"location": "location 1"
},
{
"category_1": "A",
"category_2": "even",
"count": 7,
"datetime": "2021-11-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "odd",
"count": 6,
"datetime": "2021-11-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "even",
"count": 5,
"datetime": "2021-11-01T00:00:00",
"location": "location 2"
},
{
"category_1": "B",
"category_2": "odd",
"count": 4,
"datetime": "2021-11-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "even",
"count": 5,
"datetime": "2021-11-01T00:00:00",
"location": "location 2"
},
{
"category_1": "C",
"category_2": "odd",
"count": 1,
"datetime": "2021-11-01T00:00:00",
"location": "location 2"
},
{
"category_1": "A",
"category_2": "even",
"count": 1,
"datetime": "2021-12-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "even",
"count": 1,
"datetime": "2021-12-01T00:00:00",
"location": "location 1"
},
{
"category_1": "B",
"category_2": "odd",
"count": 1,
"datetime": "2021-12-01T00:00:00",
"location": "location 2"
}
]
},
"padding": {
"bottom": 50,
"left": 50,
"right": 50,
"top": 50
},
"params": [
{
"bind": "legend",
"name": "param_41",
"select": {
"clear": "dblclick",
"fields": [
"location"
],
"on": "click",
"type": "point"
},
"views": [
"view_41"
]
},
{
"bind": "legend",
"name": "param_42",
"select": {
"clear": "dblclick",
"fields": [
"category_1"
],
"on": "click",
"type": "point"
},
"views": [
"view_42"
]
},
{
"bind": "legend",
"name": "param_43",
"select": {
"clear": "dblclick",
"fields": [
"category_2"
],
"on": "click",
"type": "point"
},
"views": [
"view_43"
]
}
],
"resolve": {
"scale": {
"color": "independent"
}
},
"title": {
"fontSize": 25,
"offset": 30,
"subtitle": [
"ALT + SHIFT to select multiple categories",
"Double-click on legend to unselect",
"Reduce table column and values size for better interactivity"
],
"subtitleFontSize": 15,
"subtitlePadding": 20,
"text": [
"synthetic dataframe table"
]
},
"vconcat": [
{
"hconcat": [
{
"encoding": {
"color": {
"field": "location",
"scale": {
"domain": [
"location 1",
"location 2"
],
"range": [
"#1f77b4",
"#ff7f0e"
]
},
"type": "nominal"
},
"opacity": {
"condition": {
"param": "param_41",
"value": 1
},
"value": 0.3
},
"tooltip": [
{
"field": "location",
"type": "nominal"
}
],
"x": {
"aggregate": "sum",
"field": "count",
"type": "quantitative"
}
},
"mark": {
"type": "bar"
},
"name": "view_41",
"transform": [
{
"filter": {
"and": [
{
"param": "param_42"
},
{
"param": "param_43"
}
]
}
}
]
},
{
"encoding": {
"color": {
"field": "location",
"scale": {
"domain": [
"location 1",
"location 2"
],
"range": [
"#1f77b4",
"#ff7f0e"
]
},
"type": "nominal"
},
"opacity": {
"condition": {
"param": "param_41",
"value": 1
},
"value": 0.3
},
"x": {
"field": "datetime",
"timeUnit": "yearmonth",
"type": "temporal"
},
"y": {
"aggregate": "sum",
"axis": {
"format": "s"
},
"field": "count",
"type": "quantitative"
}
},
"height": 50,
"mark": {
"type": "line"
},
"transform": [
{
"filter": {
"and": [
{
"param": "param_42"
},
{
"param": "param_43"
}
]
}
}
],
"width": 300
}
],
"title": "location"
},
{
"hconcat": [
{
"encoding": {
"color": {
"field": "category_1",
"scale": {
"domain": [
"A",
"B",
"C"
],
"range": [
"#1f77b4",
"#ff7f0e",
"#2ca02c"
]
},
"type": "nominal"
},
"opacity": {
"condition": {
"param": "param_42",
"value": 1
},
"value": 0.3
},
"tooltip": [
{
"field": "category_1",
"type": "nominal"
}
],
"x": {
"aggregate": "sum",
"field": "count",
"type": "quantitative"
}
},
"mark": {
"type": "bar"
},
"name": "view_42",
"transform": [
{
"filter": {
"and": [
{
"param": "param_41"
},
{
"param": "param_43"
}
]
}
}
]
},
{
"encoding": {
"color": {
"field": "category_1",
"scale": {
"domain": [
"A",
"B",
"C"
],
"range": [
"#1f77b4",
"#ff7f0e",
"#2ca02c"
]
},
"type": "nominal"
},
"opacity": {
"condition": {
"param": "param_42",
"value": 1
},
"value": 0.3
},
"x": {
"field": "datetime",
"timeUnit": "yearmonth",
"type": "temporal"
},
"y": {
"aggregate": "sum",
"axis": {
"format": "s"
},
"field": "count",
"type": "quantitative"
}
},
"height": 50,
"mark": {
"type": "line"
},
"transform": [
{
"filter": {
"and": [
{
"param": "param_41"
},
{
"param": "param_43"
}
]
}
}
],
"width": 300
}
],
"title": "category_1"
},
{
"hconcat": [
{
"encoding": {
"color": {
"field": "category_2",
"scale": {
"domain": [
"even",
"odd"
],
"range": [
"#1f77b4",
"#ff7f0e"
]
},
"type": "nominal"
},
"opacity": {
"condition": {
"param": "param_43",
"value": 1
},
"value": 0.3
},
"tooltip": [
{
"field": "category_2",
"type": "nominal"
}
],
"x": {
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"field": "count",
"type": "quantitative"
}
},
"mark": {
"type": "bar"
},
"name": "view_43",
"transform": [
{
"filter": {
"and": [
{
"param": "param_41"
},
{
"param": "param_42"
}
]
}
}
]
},
{
"encoding": {
"color": {
"field": "category_2",
"scale": {
"domain": [
"even",
"odd"
],
"range": [
"#1f77b4",
"#ff7f0e"
]
},
"type": "nominal"
},
"opacity": {
"condition": {
"param": "param_43",
"value": 1
},
"value": 0.3
},
"x": {
"field": "datetime",
"timeUnit": "yearmonth",
"type": "temporal"
},
"y": {
"aggregate": "sum",
"axis": {
"format": "s"
},
"field": "count",
"type": "quantitative"
}
},
"height": 50,
"mark": {
"type": "line"
},
"transform": [
{
"filter": {
"and": [
{
"param": "param_41"
},
{
"param": "param_42"
}
]
}
}
],
"width": 300
}
],
"title": "category_2"
}
]
}