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Usage

The most basic example for usage is: 

from driviz import theme

theme.enable()

Enable the theme📎

The following code enables the theme for creating a plot inspired on this example:

import random

import altair as alt
import numpy as np
import pandas as pd

from driviz import theme

alt.data_transformers.disable_max_rows()

theme.enable()

variety = [f"V{i}" for i in range(10)]
site = [f"site{i:02d}" for i in range(14)]
k = 10000
rng = np.random.default_rng()
random_df = pd.DataFrame(
    data={
        "yield": rng.random(k),
        "variety": random.choices(variety, k=k),
        "site": random.choices(site, k=k),
    }
)
selection = alt.selection_point(fields=["site"], bind="legend")
bars = (
    alt.Chart(random_df)
    .mark_bar()
    .encode(
        x=alt.X("sum(yield):Q", stack="zero"),
        y=alt.Y("variety:N", title="Variety"),
        color=alt.Color("site", title="Site"),
        opacity=alt.condition(selection, alt.value(1), alt.value(0.2)),
    )
    .add_params(selection)
)
text = (
    alt.Chart(random_df)
    .mark_text(dx=-15, dy=3, color="white")
    .encode(
        x=alt.X("sum(yield):Q", stack="zero"),
        y=alt.Y("variety:N"),
        detail="site:N",
        text=alt.Text("sum(yield):Q", format=".1f"),
    )
)
chart = (bars + text).properties(title="Example chart", height=300)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-fe416dda8d1de269f345051d1ad732c0" }, "datasets": { "data-fe416dda8d1de269f345051d1ad732c0": [ { "site": "site03", "variety": "V9", "yield": 0.2256756132528306 }, { "site": "site10", "variety": "V8", "yield": 0.835596231913258 }, { "site": "site06", "variety": "V9", "yield": 0.14183661594009056 }, { "site": "site02", "variety": "V4", "yield": 0.46981844105222714 }, { "site": "site11", "variety": "V2", "yield": 0.23906848050068474 }, { "site": "site00", "variety": "V4", "yield": 0.5475409215664657 }, { "site": "site03", "variety": "V0", "yield": 0.3286081479578967 }, { "site": "site09", "variety": "V4", "yield": 0.5822264499204419 }, { "site": "site07", "variety": "V7", "yield": 0.6301040969132434 }, { "site": "site09", "variety": "V7", "yield": 0.2333646980083599 }, { "site": "site04", "variety": "V5", "yield": 0.3911925151585307 }, { "site": "site10", "variety": "V4", "yield": 0.7626577143879433 }, { "site": "site00", "variety": "V9", "yield": 0.3878465123570932 }, { "site": "site11", "variety": "V7", "yield": 0.771286354684067 }, { "site": "site01", "variety": "V3", "yield": 0.8616401584441195 }, { "site": "site07", "variety": "V9", "yield": 0.5555266433227809 }, { "site": "site13", "variety": "V2", "yield": 0.049076118279713365 }, { "site": "site08", "variety": "V5", "yield": 0.22044801335685182 }, { "site": "site12", "variety": "V7", "yield": 0.7409494358474302 }, { "site": "site00", "variety": "V7", "yield": 0.5088452458178931 }, { "site": "site08", "variety": "V5", "yield": 0.8197092878461953 }, { "site": "site06", "variety": "V0", "yield": 0.8510438037996563 }, { "site": "site03", "variety": "V9", "yield": 0.19975100311250682 }, { "site": "site03", "variety": "V6", "yield": 0.028126253827588488 }, { "site": "site12", "variety": "V1", "yield": 0.2577676676746914 }, { "site": "site10", "variety": "V4", "yield": 0.14833175054458425 }, { "site": "site09", "variety": "V2", "yield": 0.6686521863225778 }, { "site": "site11", "variety": "V8", "yield": 0.5401185869919062 }, { "site": "site13", "variety": "V0", "yield": 0.035169988230949634 }, { "site": "site03", "variety": "V9", "yield": 0.9352132671333048 }, { "site": "site09", "variety": "V2", "yield": 0.19816959281280022 }, { "site": "site04", "variety": "V7", "yield": 0.5715367833749979 }, { "site": "site01", "variety": "V6", "yield": 0.7138235510514144 }, { "site": "site03", "variety": "V5", "yield": 0.44070748739019927 }, { "site": "site00", "variety": "V6", "yield": 0.522041101840309 }, { "site": "site02", "variety": "V5", "yield": 0.8330496904330943 }, { "site": "site05", "variety": "V4", "yield": 0.7808138558623055 }, { "site": "site00", "variety": "V3", "yield": 0.5564194423445741 }, { "site": "site07", "variety": "V7", "yield": 0.194867553904155 }, { "site": "site06", "variety": "V2", "yield": 0.4168353641723437 }, { "site": "site02", "variety": "V9", "yield": 0.15682132124800363 }, { "site": "site01", "variety": "V7", "yield": 0.6498088310508578 }, { "site": "site00", "variety": "V9", "yield": 0.9268744196344608 }, { "site": "site10", "variety": "V8", "yield": 0.20402810189897758 }, { "site": "site05", "variety": "V5", "yield": 0.9870311377089 }, { "site": "site13", "variety": "V2", "yield": 0.785158389310332 }, { "site": "site07", "variety": "V1", "yield": 0.39512583915356736 }, { "site": "site06", "variety": "V8", "yield": 0.38347495970137346 }, { "site": "site11", "variety": "V2", "yield": 0.6550778073454648 }, { "site": "site12", "variety": "V7", "yield": 0.8957100120242598 }, { "site": "site00", "variety": "V4", "yield": 0.379640544540091 }, { "site": "site10", "variety": "V8", "yield": 0.9894869454688219 }, { "site": "site06", "variety": "V7", "yield": 0.8924023984463123 }, { "site": "site09", "variety": "V5", "yield": 0.6774489205097796 }, { "site": "site11", "variety": "V4", "yield": 0.20807119211515468 }, { "site": "site02", "variety": "V9", "yield": 0.7883317329508364 }, { "site": "site04", "variety": "V1", "yield": 0.3502707522342211 }, { "site": "site13", "variety": "V4", "yield": 0.47208874299015924 }, { "site": "site10", "variety": "V2", "yield": 0.8722147434401306 }, { "site": "site10", "variety": "V2", "yield": 0.7258672083325391 }, { "site": "site12", "variety": "V7", "yield": 0.6327998619943636 }, { "site": "site12", "variety": "V5", "yield": 0.6705163836048844 }, { "site": "site01", "variety": "V8", "yield": 0.8326387189497644 }, { "site": "site09", "variety": "V2", "yield": 0.9474878572358612 }, { "site": "site12", "variety": "V4", "yield": 0.7092054759135403 }, { "site": "site03", "variety": "V4", "yield": 0.8903580009529531 }, { "site": "site06", "variety": "V1", "yield": 0.729494987589207 }, { "site": "site04", "variety": "V3", "yield": 0.4050983700759221 }, { "site": "site10", "variety": "V4", "yield": 0.30166340677430903 }, { "site": "site05", "variety": "V8", "yield": 0.5862403197421154 }, { "site": "site03", "variety": "V2", "yield": 0.5773220131261462 }, { "site": "site10", "variety": "V2", "yield": 0.37094875073077826 }, { "site": "site11", "variety": "V2", "yield": 0.666488125131298 }, { "site": "site11", "variety": "V4", "yield": 0.654309876351044 }, { "site": "site04", "variety": "V0", "yield": 0.9954903930776936 }, { "site": "site06", "variety": "V5", "yield": 0.9388679474944154 }, { "site": "site09", "variety": "V5", "yield": 0.6717102805694125 }, { "site": "site06", "variety": "V9", "yield": 0.6749741170926448 }, { "site": "site06", "variety": "V4", "yield": 0.3572915752527639 }, { "site": "site01", "variety": "V2", "yield": 0.8446571327772304 }, { "site": "site06", "variety": "V5", "yield": 0.3043607275212499 }, { "site": "site05", "variety": "V7", "yield": 0.6146722738916497 }, { "site": "site11", "variety": "V8", "yield": 0.22596695342646855 }, { "site": "site13", "variety": "V4", "yield": 0.7586742082941142 }, { "site": "site06", "variety": "V0", "yield": 0.24278178148107432 }, { "site": "site04", "variety": "V6", "yield": 0.9301688199436816 }, { "site": "site12", "variety": "V0", "yield": 0.8968344577204315 }, { "site": "site10", "variety": "V7", "yield": 0.2904790731216894 }, { "site": "site02", "variety": "V8", "yield": 0.8479727769448848 }, { "site": "site00", "variety": "V5", "yield": 0.4398795907434936 }, { "site": "site09", "variety": "V8", "yield": 0.07676570214817358 }, { "site": "site03", "variety": "V1", "yield": 0.656296079611656 }, { "site": "site03", "variety": "V4", "yield": 0.5030797783447851 }, { "site": "site11", "variety": "V2", "yield": 0.26678376626998734 }, { "site": "site06", "variety": "V0", "yield": 0.3725932454666213 }, { "site": "site12", "variety": "V1", "yield": 0.16281164352133137 }, { "site": "site03", "variety": "V2", "yield": 0.6476921119458687 }, { "site": "site02", "variety": "V8", "yield": 0.8821316175766767 }, { "site": "site07", "variety": "V0", "yield": 0.3676511454472675 }, { "site": "site07", "variety": "V9", "yield": 0.28661283214669997 }, { "site": "site13", "variety": "V9", "yield": 0.9961480227322032 }, { "site": "site04", "variety": "V8", "yield": 0.275604149220394 }, { "site": "site11", "variety": "V4", "yield": 0.3469269631170052 }, { "site": "site13", "variety": "V1", "yield": 0.14187073795486593 }, { "site": "site00", "variety": "V3", "yield": 0.46869952520099245 }, { "site": "site10", "variety": "V3", "yield": 0.2836767762611868 }, { "site": "site08", "variety": "V0", "yield": 0.7181969116876602 }, { "site": "site03", "variety": "V6", "yield": 0.2489149423658018 }, { "site": "site04", "variety": "V6", "yield": 0.4852892209958508 }, { "site": "site05", "variety": "V9", "yield": 0.3420646195238082 }, { "site": "site08", "variety": "V4", "yield": 0.22279534233782983 }, { "site": "site10", "variety": "V9", "yield": 0.5324736163478931 }, { "site": "site02", "variety": "V8", "yield": 0.8140814620523961 }, { "site": "site02", "variety": "V1", "yield": 0.5617171459345839 }, { "site": "site08", "variety": "V2", "yield": 0.868534847373042 }, { "site": "site10", "variety": "V2", "yield": 0.19937811248070847 }, { "site": "site04", "variety": "V2", "yield": 0.36529093451668726 }, { "site": "site01", "variety": "V8", "yield": 0.235112902900239 }, { "site": "site13", "variety": "V0", "yield": 0.686339333637129 }, { "site": "site08", "variety": "V5", "yield": 0.8453308175849232 }, { "site": "site04", "variety": "V2", "yield": 0.7904233404324571 }, { "site": "site01", "variety": "V3", "yield": 0.7920162931604473 }, { "site": "site01", "variety": "V6", "yield": 0.6662845798365121 }, { "site": "site11", "variety": "V3", "yield": 0.5106516540660818 }, { "site": "site12", "variety": "V1", "yield": 0.6529281677603727 }, { "site": "site08", "variety": "V3", "yield": 0.656219630311248 }, { "site": "site13", "variety": "V3", "yield": 0.6667052522825779 }, { "site": "site06", "variety": "V2", "yield": 0.8381460658031129 }, { "site": "site01", "variety": "V6", "yield": 0.7916476067703547 }, { "site": "site03", "variety": "V5", "yield": 0.20260871849550122 }, { "site": "site01", "variety": "V7", "yield": 0.9061779164713807 }, { "site": "site05", "variety": "V0", "yield": 0.6832668479822579 }, { "site": "site08", "variety": "V9", "yield": 0.9913183071864774 }, { "site": "site11", "variety": "V8", "yield": 0.2999446292051309 }, { "site": "site05", "variety": "V6", "yield": 0.7704754439901615 }, { "site": "site07", "variety": "V4", "yield": 0.6980817329879926 }, { "site": "site04", "variety": "V0", "yield": 0.8253338400276147 }, { "site": "site07", "variety": "V2", "yield": 0.6700740772532664 }, { "site": "site02", "variety": "V7", "yield": 0.40682352742253236 }, { "site": "site02", "variety": "V1", "yield": 0.272232175918973 }, { "site": "site04", "variety": "V3", "yield": 0.149897388923255 }, { "site": "site12", "variety": "V4", "yield": 0.00560549455335646 }, { "site": "site02", "variety": "V5", "yield": 0.8998751829718351 }, { "site": "site02", "variety": "V5", "yield": 0.334901458704556 }, { "site": "site12", "variety": "V5", "yield": 0.28659070728033575 }, { "site": "site06", "variety": "V5", "yield": 0.8031859395624263 }, { "site": "site03", "variety": "V2", "yield": 0.7559398808626878 }, { "site": "site07", "variety": "V8", "yield": 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"variety": "V0", "yield": 0.4807271478046803 }, { "site": "site10", "variety": "V7", "yield": 0.3572204571741163 }, { "site": "site03", "variety": "V2", "yield": 0.6491267248441591 }, { "site": "site03", "variety": "V8", "yield": 0.8557065867778569 }, { "site": "site01", "variety": "V6", "yield": 0.8191024662022959 }, { "site": "site09", "variety": "V4", "yield": 0.8115255551332904 }, { "site": "site12", "variety": "V7", "yield": 0.9432859888746823 }, { "site": "site06", "variety": "V1", "yield": 0.015606652422967549 }, { "site": "site05", "variety": "V1", "yield": 0.171544336244965 }, { "site": "site07", "variety": "V1", "yield": 0.15740795195132518 }, { "site": "site02", "variety": "V5", "yield": 0.7525634810303445 }, { "site": "site07", "variety": "V1", "yield": 0.5634943408931192 }, { "site": "site06", "variety": "V7", "yield": 0.571223894049102 }, { "site": "site06", "variety": "V1", "yield": 0.40255367363998507 }, { "site": "site09", "variety": "V7", "yield": 0.5616501170858071 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"yield": 0.9733797097790532 }, { "site": "site04", "variety": "V3", "yield": 0.42504808799724647 }, { "site": "site10", "variety": "V6", "yield": 0.045689716193297314 }, { "site": "site05", "variety": "V4", "yield": 0.7999366615964012 }, { "site": "site13", "variety": "V7", "yield": 0.14699630742391412 }, { "site": "site05", "variety": "V9", "yield": 0.30009768703182793 }, { "site": "site11", "variety": "V1", "yield": 0.8954604871764124 }, { "site": "site01", "variety": "V4", "yield": 0.5636555416531486 }, { "site": "site09", "variety": "V9", "yield": 0.9586877887098997 }, { "site": "site01", "variety": "V5", "yield": 0.09732243498169413 }, { "site": "site11", "variety": "V9", "yield": 0.24786221736691993 }, { "site": "site04", "variety": "V7", "yield": 0.657169392309331 }, { "site": "site10", "variety": "V0", "yield": 0.02168840775465819 }, { "site": "site13", "variety": "V6", "yield": 0.6429358012170772 }, { "site": "site06", "variety": "V5", "yield": 0.9333751384566044 }, { "site": 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}, { "site": "site03", "variety": "V2", "yield": 0.9184443981595348 }, { "site": "site12", "variety": "V1", "yield": 0.40171924195483777 }, { "site": "site11", "variety": "V7", "yield": 0.028490870078155983 }, { "site": "site05", "variety": "V7", "yield": 0.6394516018400048 }, { "site": "site04", "variety": "V4", "yield": 0.13919360343123188 }, { "site": "site08", "variety": "V8", "yield": 0.736966440894421 }, { "site": "site09", "variety": "V3", "yield": 0.6789529408763949 }, { "site": "site08", "variety": "V9", "yield": 0.5699305355063178 }, { "site": "site08", "variety": "V1", "yield": 0.846106076000361 }, { "site": "site06", "variety": "V5", "yield": 0.7213033204728896 }, { "site": "site10", "variety": "V3", "yield": 0.8647247259752118 }, { "site": "site11", "variety": "V8", "yield": 0.4642409452978157 }, { "site": "site06", "variety": "V3", "yield": 0.5864893998025322 }, { "site": "site03", "variety": "V5", "yield": 0.831136186593309 }, { "site": "site00", "variety": "V8", "yield": 0.5889605416276216 }, { "site": "site03", "variety": "V7", "yield": 0.45842485421406975 }, { "site": "site10", "variety": "V3", "yield": 0.4679541640501449 }, { "site": "site01", "variety": "V0", "yield": 0.3204698109760292 }, { "site": "site01", "variety": "V7", "yield": 0.9199566470470539 }, { "site": "site01", "variety": "V9", "yield": 0.3157059974782851 }, { "site": "site11", "variety": "V9", "yield": 0.6387384325550346 }, { "site": "site11", "variety": "V9", "yield": 0.9381187431919282 }, { "site": "site10", "variety": "V9", "yield": 0.8330338254525116 }, { "site": "site11", "variety": "V3", "yield": 0.6023864467621975 }, { "site": "site00", "variety": "V9", "yield": 0.832862957383761 }, { "site": "site03", "variety": "V8", "yield": 0.5341584462491227 }, { "site": "site09", "variety": "V7", "yield": 0.8120728525984635 }, { "site": "site03", "variety": "V0", "yield": 0.5674984231739726 }, { "site": "site09", "variety": "V2", "yield": 0.4264364415524037 }, { "site": "site05", "variety": "V8", "yield": 0.2704840145917248 }, { "site": "site12", "variety": "V1", "yield": 0.6544318871672441 }, { "site": "site10", "variety": "V4", "yield": 0.3562440988200918 }, { "site": "site13", "variety": "V0", "yield": 0.3143820534807835 }, { "site": "site10", "variety": "V8", "yield": 0.4150820753332163 }, { "site": "site09", "variety": "V8", "yield": 0.7858672106248368 }, { "site": "site02", "variety": "V7", "yield": 0.6209432119127738 }, { "site": "site04", "variety": "V7", "yield": 0.8751022773984414 }, { "site": "site11", "variety": "V3", "yield": 0.9874409922189437 }, { "site": "site05", "variety": "V2", "yield": 0.6893381924661546 }, { "site": "site04", "variety": "V3", "yield": 0.36821823529991826 }, { "site": "site02", "variety": "V7", "yield": 0.6864227261440358 }, { "site": "site02", "variety": "V8", "yield": 0.7571398777173872 }, { "site": "site01", "variety": "V7", "yield": 0.7672718702851882 }, { "site": "site11", "variety": "V9", "yield": 0.358094044702155 }, { "site": "site04", "variety": "V4", "yield": 0.29447203099851194 }, { "site": "site13", "variety": "V4", "yield": 0.12346153354602318 }, { "site": "site07", "variety": "V1", "yield": 0.6312416736715986 }, { "site": "site05", "variety": "V3", "yield": 0.7862760498042881 }, { "site": "site07", "variety": "V7", "yield": 0.3693881627533424 }, { "site": "site08", "variety": "V0", "yield": 0.5887673658828202 }, { "site": "site08", "variety": "V6", "yield": 0.08092719796946057 }, { "site": "site09", "variety": "V9", "yield": 0.8801684790168872 }, { "site": "site01", "variety": "V2", "yield": 0.5744437847645303 }, { "site": "site11", "variety": "V0", "yield": 0.678039856449073 }, { "site": "site13", "variety": "V8", "yield": 0.984786438041844 }, { "site": "site06", "variety": "V2", "yield": 0.6325191041515273 }, { "site": "site13", "variety": "V3", "yield": 0.9302700138063076 }, { "site": "site01", "variety": "V1", "yield": 0.3625593743458264 }, { "site": "site12", "variety": "V3", "yield": 0.8792039800241948 }, { "site": "site08", "variety": "V5", "yield": 0.8310902297849008 }, { "site": "site09", "variety": "V1", "yield": 0.3393664219562884 }, { "site": "site13", "variety": "V5", "yield": 0.5799723434099003 }, { "site": "site02", "variety": "V7", "yield": 0.7873052694291726 }, { "site": "site11", "variety": "V5", "yield": 0.7349617766053231 }, { "site": "site06", "variety": "V0", "yield": 0.874972534848355 }, { "site": "site05", "variety": "V2", "yield": 0.26616704412481473 }, { "site": "site06", "variety": "V7", "yield": 0.37890410766669946 }, { "site": "site02", "variety": "V2", "yield": 0.7525690361723588 }, { "site": "site04", "variety": "V9", "yield": 0.07805134431183647 }, { "site": "site05", "variety": "V5", "yield": 0.08419278643059391 }, { "site": "site05", "variety": "V1", "yield": 0.7877968342884206 }, { "site": "site01", "variety": "V0", "yield": 0.7025626937765865 }, { "site": "site06", "variety": "V8", "yield": 0.9857122483365302 }, { "site": "site02", "variety": "V2", "yield": 0.04604334928972065 }, { "site": "site06", "variety": "V2", "yield": 0.01758273973300728 }, { "site": "site00", "variety": "V8", "yield": 0.33893586133276943 }, { "site": "site12", "variety": "V7", "yield": 0.5652276418368737 }, { "site": "site01", "variety": "V8", "yield": 0.5728909412196266 }, { "site": "site02", "variety": "V6", "yield": 0.3997981521877897 }, { "site": "site12", "variety": "V2", "yield": 0.7067374827524995 }, { "site": "site03", "variety": "V6", "yield": 0.5039767394398851 }, { "site": "site07", "variety": "V3", "yield": 0.3470851751069265 }, { "site": "site05", "variety": "V6", "yield": 0.9731241205797225 }, { "site": "site09", "variety": "V7", "yield": 0.8230459222301817 }, { "site": "site01", "variety": "V1", "yield": 0.5581640775763339 }, { "site": "site03", "variety": "V9", "yield": 0.5825513122122794 }, { "site": "site04", "variety": "V9", "yield": 0.9509362060105656 }, { "site": "site06", "variety": "V5", "yield": 0.2955773759475525 }, { "site": "site13", "variety": "V1", "yield": 0.022993999921140373 }, { "site": "site09", "variety": "V2", "yield": 0.9245653381246361 }, { "site": "site12", "variety": "V1", "yield": 0.878470228914742 }, { "site": "site10", "variety": "V6", "yield": 0.519018960482569 }, { "site": "site12", "variety": "V6", "yield": 0.8783827383199632 }, { "site": "site02", "variety": "V7", "yield": 0.016772211485297284 }, { "site": "site01", "variety": "V8", "yield": 0.5172971177062743 }, { "site": "site10", "variety": "V4", "yield": 0.8736474764079566 }, { "site": "site02", "variety": "V7", "yield": 0.08875478003256454 } ] }, "height": 300, "layer": [ { "encoding": { "color": { "field": "site", "title": "Site", "type": "nominal" }, "opacity": { "condition": { "param": "param_4656ff8728518298", "value": 1 }, "value": 0.2 }, "x": { "aggregate": "sum", "field": "yield", "stack": "zero", "type": "quantitative" }, "y": { "field": "variety", "title": "Variety", "type": "nominal" } }, "mark": { "type": "bar" }, "name": "view_7e167a718e71a322_0" }, { "encoding": { "detail": { "field": "site", "type": "nominal" }, "text": { "aggregate": "sum", "field": "yield", "format": ".1f", "type": "quantitative" }, "x": { "aggregate": "sum", "field": "yield", "stack": "zero", "type": "quantitative" }, "y": { "field": "variety", "type": "nominal" } }, "mark": { "color": "white", "dx": -15, "dy": 3, "type": "text" } } ], "params": [ { "bind": "legend", "name": "param_4656ff8728518298", "select": { "fields": [ "site" ], "type": "point" }, "views": [ "view_7e167a718e71a322_0" ] } ], "title": "Example chart" }

Set basic colors📎

Four colors📎

The following code enables the theme with four colors using the set_basic_colors method. Source: https://altair-viz.github.io/gallery/normalized_stacked_area_chart.html.

import altair as alt
from vega_datasets import data  # type: ignore[import-untyped]

from driviz import theme

theme.set_basic_colors()

source = data.iowa_electricity()
chart = (
    alt.Chart(source)
    .mark_area()
    .encode(
        x="year:T",
        y=alt.Y("net_generation:Q").stack("normalize"),
        color="source:N",
    )
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#73baff", "#ffcd1b", "#f33" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-7fb5cba8489b31900f8ac51a35bf2f48" }, "datasets": { "data-7fb5cba8489b31900f8ac51a35bf2f48": [ { "net_generation": 35361, "source": "Fossil Fuels", "year": "2001-01-01T00:00:00" }, { "net_generation": 35991, "source": "Fossil Fuels", "year": "2002-01-01T00:00:00" }, { "net_generation": 36234, "source": "Fossil Fuels", "year": "2003-01-01T00:00:00" }, { "net_generation": 36205, "source": "Fossil Fuels", "year": "2004-01-01T00:00:00" }, { "net_generation": 36883, "source": "Fossil Fuels", "year": "2005-01-01T00:00:00" }, { "net_generation": 37014, "source": "Fossil Fuels", "year": "2006-01-01T00:00:00" }, { "net_generation": 41389, "source": "Fossil Fuels", "year": "2007-01-01T00:00:00" }, { "net_generation": 42734, "source": "Fossil Fuels", "year": "2008-01-01T00:00:00" }, { "net_generation": 38620, "source": "Fossil Fuels", "year": "2009-01-01T00:00:00" }, { "net_generation": 42750, "source": "Fossil Fuels", "year": "2010-01-01T00:00:00" }, { "net_generation": 39361, "source": "Fossil Fuels", "year": "2011-01-01T00:00:00" }, { "net_generation": 37379, "source": "Fossil Fuels", "year": "2012-01-01T00:00:00" }, { "net_generation": 34873, "source": "Fossil Fuels", "year": "2013-01-01T00:00:00" }, { "net_generation": 35250, "source": "Fossil Fuels", "year": "2014-01-01T00:00:00" }, { "net_generation": 32319, "source": "Fossil Fuels", "year": "2015-01-01T00:00:00" }, { "net_generation": 28437, "source": "Fossil Fuels", "year": "2016-01-01T00:00:00" }, { "net_generation": 29329, "source": "Fossil Fuels", "year": "2017-01-01T00:00:00" }, { "net_generation": 3853, "source": "Nuclear Energy", "year": "2001-01-01T00:00:00" }, { "net_generation": 4574, "source": "Nuclear Energy", "year": "2002-01-01T00:00:00" }, { "net_generation": 3988, "source": "Nuclear Energy", "year": "2003-01-01T00:00:00" }, { "net_generation": 4929, "source": "Nuclear Energy", "year": "2004-01-01T00:00:00" }, { "net_generation": 4538, "source": "Nuclear Energy", "year": "2005-01-01T00:00:00" }, { "net_generation": 5095, "source": "Nuclear Energy", "year": "2006-01-01T00:00:00" }, { "net_generation": 4519, "source": "Nuclear Energy", "year": "2007-01-01T00:00:00" }, { "net_generation": 5282, "source": "Nuclear Energy", "year": "2008-01-01T00:00:00" }, { "net_generation": 4679, "source": "Nuclear Energy", "year": "2009-01-01T00:00:00" }, { "net_generation": 4451, "source": "Nuclear Energy", "year": "2010-01-01T00:00:00" }, { "net_generation": 5215, "source": "Nuclear Energy", "year": "2011-01-01T00:00:00" }, { "net_generation": 4347, "source": "Nuclear Energy", "year": "2012-01-01T00:00:00" }, { "net_generation": 5321, "source": "Nuclear Energy", "year": "2013-01-01T00:00:00" }, { "net_generation": 4152, "source": "Nuclear Energy", "year": "2014-01-01T00:00:00" }, { "net_generation": 5243, "source": "Nuclear Energy", "year": "2015-01-01T00:00:00" }, { "net_generation": 4703, "source": "Nuclear Energy", "year": "2016-01-01T00:00:00" }, { "net_generation": 5214, "source": "Nuclear Energy", "year": "2017-01-01T00:00:00" }, { "net_generation": 1437, "source": "Renewables", "year": "2001-01-01T00:00:00" }, { "net_generation": 1963, "source": "Renewables", "year": "2002-01-01T00:00:00" }, { "net_generation": 1885, "source": "Renewables", "year": "2003-01-01T00:00:00" }, { "net_generation": 2102, "source": "Renewables", "year": "2004-01-01T00:00:00" }, { "net_generation": 2724, "source": "Renewables", "year": "2005-01-01T00:00:00" }, { "net_generation": 3364, "source": "Renewables", "year": "2006-01-01T00:00:00" }, { "net_generation": 3870, "source": "Renewables", "year": "2007-01-01T00:00:00" }, { "net_generation": 5070, "source": "Renewables", "year": "2008-01-01T00:00:00" }, { "net_generation": 8560, "source": "Renewables", "year": "2009-01-01T00:00:00" }, { "net_generation": 10308, "source": "Renewables", "year": "2010-01-01T00:00:00" }, { "net_generation": 11795, "source": "Renewables", "year": "2011-01-01T00:00:00" }, { "net_generation": 14949, "source": "Renewables", "year": "2012-01-01T00:00:00" }, { "net_generation": 16476, "source": "Renewables", "year": "2013-01-01T00:00:00" }, { "net_generation": 17452, "source": "Renewables", "year": "2014-01-01T00:00:00" }, { "net_generation": 19091, "source": "Renewables", "year": "2015-01-01T00:00:00" }, { "net_generation": 21241, "source": "Renewables", "year": "2016-01-01T00:00:00" }, { "net_generation": 21933, "source": "Renewables", "year": "2017-01-01T00:00:00" } ] }, "encoding": { "color": { "field": "source", "type": "nominal" }, "x": { "field": "year", "type": "temporal" }, "y": { "field": "net_generation", "stack": "normalize", "type": "quantitative" } }, "mark": { "type": "area" } }

Six colors📎

An option to allow six colors is also available by setting the argument six=True.

import altair as alt
import pandas as pd

from driviz import theme

theme.set_basic_colors(six=True)

source = pd.DataFrame(
    data={"category": [1, 2, 3, 4, 5, 6], "value": [4, 6, 10, 3, 7, 8]},
)
chart = (
    alt.Chart(source)
    .mark_arc()
    .encode(theta="value", color=alt.Color("category:N", title="Category"))
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#3d97f2", "#a8c2aa", "#ffcd1b", "#ff6d2a", "#a0213e" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-5ce6f248de7485cec3995742041b2fb0" }, "datasets": { "data-5ce6f248de7485cec3995742041b2fb0": [ { "category": 1, "value": 4 }, { "category": 2, "value": 6 }, { "category": 3, "value": 10 }, { "category": 4, "value": 3 }, { "category": 5, "value": 7 }, { "category": 6, "value": 8 } ] }, "encoding": { "color": { "field": "category", "title": "Category", "type": "nominal" }, "theta": { "field": "value", "type": "quantitative" } }, "mark": { "type": "arc" } }

Set custom colors📎

For creating a plot with custom colors, the theme can be enabled and use the colors in the plot encoding:

import altair as alt
import pandas as pd

from driviz import theme

theme.enable()

source = pd.DataFrame(
    data={"category": [1, 2, 3, 4, 5, 6], "value": [4, 6, 10, 3, 7, 8]},
)
color_mapping = {
    1: "#FD0100",
    2: "#F76915",
    3: "#EEDE04",
    4: "#A0D636",
    5: "#2FA236",
    6: "#333ED4",
}
chart = (
    alt.Chart(source)
    .mark_arc()
    .encode(
        theta="value",
        color=alt.Color(
            "category:N",
            title="Category",
            scale=alt.Scale(
                domain=list(color_mapping),
                range=list(color_mapping.values()),
            ),
        ),
    )
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#00004e", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#00004e", "labelFont": "Roboto", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#00004e", "titleFont": "Roboto", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#00004e", "font": "Roboto", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Roboto", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-5ce6f248de7485cec3995742041b2fb0" }, "datasets": { "data-5ce6f248de7485cec3995742041b2fb0": [ { "category": 1, "value": 4 }, { "category": 2, "value": 6 }, { "category": 3, "value": 10 }, { "category": 4, "value": 3 }, { "category": 5, "value": 7 }, { "category": 6, "value": 8 } ] }, "encoding": { "color": { "field": "category", "scale": { "domain": [ 1, 2, 3, 4, 5, 6 ], "range": [ "#FD0100", "#F76915", "#EEDE04", "#A0D636", "#2FA236", "#333ED4" ] }, "title": "Category", "type": "nominal" }, "theta": { "field": "value", "type": "quantitative" } }, "mark": { "type": "arc" } }

Customizing the theme📎

A further customization can be done by importing the Theme class from the driviz.theme module, and initializing it with the desired configuration:

import altair as alt
from pydantic_extra_types.color import Color
from vega_datasets import data  # type: ignore[import-untyped]

from driviz.theme import Theme

theme = Theme(font="Arial", font_color=Color("green"))
theme.set_basic_colors()

source = data.iowa_electricity()
chart = (
    alt.Chart(source)
    .mark_area()
    .encode(
        x="year:T",
        y=alt.Y("net_generation:Q").stack("normalize"),
        color="source:N",
    )
)

{ "$schema": "https://vega.github.io/schema/vega-lite/v6.1.0.json", "config": { "axis": { "domain": false, "grid": true, "gridColor": "#dfe6ea", "gridOpacity": 1, "labelColor": "#008000", "labelFont": "Arial", "labelFontSize": 18, "labelFontWeight": "normal", "tickColor": "#008000", "titleColor": "#008000", "titleFont": "Arial", "titleFontSize": 16.2, "titleFontWeight": "normal" }, "background": "white", "circle": { "fill": "#0043af", "stroke": null }, "header": { "labelColor": "#008000", "labelFont": "Arial", "labelFontSize": 18, "labelFontWeight": "normal", "titleColor": "#008000", "titleFont": "Arial", "titleFontSize": 18, "titleFontWeight": "normal" }, "legend": { "labelColor": "#008000", "labelFont": "Arial", "labelFontSize": 16.2, "labelFontWeight": "normal", "titleColor": "#008000", "titleFont": "Arial", "titleFontSize": 18, "titleFontWeight": "normal" }, "line": { "stroke": "#0043af" }, "point": { "fill": "#73baff", "stroke": "#0043af" }, "range": { "category": [ "#00004e", "#73baff", "#ffcd1b", "#f33" ], "diverging": [ "#0043af", "#fff", "#f33" ], "heatmap": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33" ], "ramp": [ "#00004e", "#0043af", "#3d97f2", "#73baff", "#a8c2aa", "#cbc771", "#ffcd1b", "#ff9424", "#ff6d2a", "#f33", "#a0213e", "#601445" ] }, "rect": { "fill": "#0043af" }, "title": { "anchor": "start", "color": "#008000", "font": "Arial", "fontSize": 27.0, "fontWeight": "normal", "offset": 15, "subtitleFont": "Arial", "subtitleFontSize": 16.2, "subtitleFontStyle": "normal", "subtitleFontWeight": "normal" }, "view": { "continuousHeight": 400, "continuousWidth": 711 } }, "data": { "name": "data-7fb5cba8489b31900f8ac51a35bf2f48" }, "datasets": { "data-7fb5cba8489b31900f8ac51a35bf2f48": [ { "net_generation": 35361, "source": "Fossil Fuels", "year": "2001-01-01T00:00:00" }, { "net_generation": 35991, "source": "Fossil Fuels", "year": "2002-01-01T00:00:00" }, { "net_generation": 36234, "source": "Fossil Fuels", "year": "2003-01-01T00:00:00" }, { "net_generation": 36205, "source": "Fossil Fuels", "year": "2004-01-01T00:00:00" }, { "net_generation": 36883, "source": "Fossil Fuels", "year": "2005-01-01T00:00:00" }, { "net_generation": 37014, "source": "Fossil Fuels", "year": "2006-01-01T00:00:00" }, { "net_generation": 41389, "source": "Fossil Fuels", "year": "2007-01-01T00:00:00" }, { "net_generation": 42734, "source": "Fossil Fuels", "year": "2008-01-01T00:00:00" }, { "net_generation": 38620, "source": "Fossil Fuels", "year": "2009-01-01T00:00:00" }, { "net_generation": 42750, "source": "Fossil Fuels", "year": "2010-01-01T00:00:00" }, { "net_generation": 39361, "source": "Fossil Fuels", "year": "2011-01-01T00:00:00" }, { "net_generation": 37379, "source": "Fossil Fuels", "year": "2012-01-01T00:00:00" }, { "net_generation": 34873, "source": "Fossil Fuels", "year": "2013-01-01T00:00:00" }, { "net_generation": 35250, "source": "Fossil Fuels", "year": "2014-01-01T00:00:00" }, { "net_generation": 32319, "source": "Fossil Fuels", "year": "2015-01-01T00:00:00" }, { "net_generation": 28437, "source": "Fossil Fuels", "year": "2016-01-01T00:00:00" }, { "net_generation": 29329, "source": "Fossil Fuels", "year": "2017-01-01T00:00:00" }, { "net_generation": 3853, "source": "Nuclear Energy", "year": "2001-01-01T00:00:00" }, { "net_generation": 4574, "source": "Nuclear Energy", "year": "2002-01-01T00:00:00" }, { "net_generation": 3988, "source": "Nuclear Energy", "year": "2003-01-01T00:00:00" }, { "net_generation": 4929, "source": "Nuclear Energy", "year": "2004-01-01T00:00:00" }, { "net_generation": 4538, "source": "Nuclear Energy", "year": "2005-01-01T00:00:00" }, { "net_generation": 5095, "source": "Nuclear Energy", "year": "2006-01-01T00:00:00" }, { "net_generation": 4519, "source": "Nuclear Energy", "year": "2007-01-01T00:00:00" }, { "net_generation": 5282, "source": "Nuclear Energy", "year": "2008-01-01T00:00:00" }, { "net_generation": 4679, "source": "Nuclear Energy", "year": "2009-01-01T00:00:00" }, { "net_generation": 4451, "source": "Nuclear Energy", "year": "2010-01-01T00:00:00" }, { "net_generation": 5215, "source": "Nuclear Energy", "year": "2011-01-01T00:00:00" }, { "net_generation": 4347, "source": "Nuclear Energy", "year": "2012-01-01T00:00:00" }, { "net_generation": 5321, "source": "Nuclear Energy", "year": "2013-01-01T00:00:00" }, { "net_generation": 4152, "source": "Nuclear Energy", "year": "2014-01-01T00:00:00" }, { "net_generation": 5243, "source": "Nuclear Energy", "year": "2015-01-01T00:00:00" }, { "net_generation": 4703, "source": "Nuclear Energy", "year": "2016-01-01T00:00:00" }, { "net_generation": 5214, "source": "Nuclear Energy", "year": "2017-01-01T00:00:00" }, { "net_generation": 1437, "source": "Renewables", "year": "2001-01-01T00:00:00" }, { "net_generation": 1963, "source": "Renewables", "year": "2002-01-01T00:00:00" }, { "net_generation": 1885, "source": "Renewables", "year": "2003-01-01T00:00:00" }, { "net_generation": 2102, "source": "Renewables", "year": "2004-01-01T00:00:00" }, { "net_generation": 2724, "source": "Renewables", "year": "2005-01-01T00:00:00" }, { "net_generation": 3364, "source": "Renewables", "year": "2006-01-01T00:00:00" }, { "net_generation": 3870, "source": "Renewables", "year": "2007-01-01T00:00:00" }, { "net_generation": 5070, "source": "Renewables", "year": "2008-01-01T00:00:00" }, { "net_generation": 8560, "source": "Renewables", "year": "2009-01-01T00:00:00" }, { "net_generation": 10308, "source": "Renewables", "year": "2010-01-01T00:00:00" }, { "net_generation": 11795, "source": "Renewables", "year": "2011-01-01T00:00:00" }, { "net_generation": 14949, "source": "Renewables", "year": "2012-01-01T00:00:00" }, { "net_generation": 16476, "source": "Renewables", "year": "2013-01-01T00:00:00" }, { "net_generation": 17452, "source": "Renewables", "year": "2014-01-01T00:00:00" }, { "net_generation": 19091, "source": "Renewables", "year": "2015-01-01T00:00:00" }, { "net_generation": 21241, "source": "Renewables", "year": "2016-01-01T00:00:00" }, { "net_generation": 21933, "source": "Renewables", "year": "2017-01-01T00:00:00" } ] }, "encoding": { "color": { "field": "source", "type": "nominal" }, "x": { "field": "year", "type": "temporal" }, "y": { "field": "net_generation", "stack": "normalize", "type": "quantitative" } }, "mark": { "type": "area" } }

Customizing the locale📎

Changing the locale of the theme can be done setting the locale attribute of the Theme class. The list of available locales can be found in this list.

import altair as alt
from vega_datasets import data  # type: ignore[import-untyped]

from driviz.theme import Theme

theme = Theme(locale="ca-ES")  # Set Catalan language
theme.set_basic_colors()

source = data.stocks().sort_values(by="date").iloc[-100:]
chart = (
    alt.Chart(source)
    .mark_line()
    .encode(
        x=alt.X("date:T", title="Data"),
        y=alt.Y("price:Q", title="Preu"),
        color=alt.Color("symbol:N", title="Símbol"),
    )
    .properties(title="Estocs", width=600, height=300)
)

Plot