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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-c1882f0b005c071cadc6e2414b5e863d" }, "datasets": { "data-c1882f0b005c071cadc6e2414b5e863d": [ { "site": "site04", "variety": "V3", "yield": 0.0690882138317005 }, { "site": "site10", "variety": "V9", "yield": 0.543984710395203 }, { "site": "site06", "variety": "V9", "yield": 0.2688761372224444 }, { "site": "site09", "variety": "V5", "yield": 0.7377133573966235 }, { "site": "site13", "variety": "V2", "yield": 0.09248457126663656 }, { "site": "site04", "variety": "V3", "yield": 0.8020624763502596 }, { "site": "site12", "variety": "V8", "yield": 0.06974498387797279 }, { "site": "site01", "variety": "V6", "yield": 0.17868843026338121 }, { "site": "site12", "variety": "V4", "yield": 0.18885635918171906 }, { "site": "site11", "variety": "V6", "yield": 0.9530323980645983 }, { "site": "site11", "variety": "V4", "yield": 0.15624498247679308 }, { "site": "site02", "variety": "V1", "yield": 0.9632316694800447 }, { "site": "site10", "variety": "V5", "yield": 0.7937028237236927 }, { "site": "site04", "variety": "V2", "yield": 0.26463600408326127 }, { "site": "site01", "variety": "V4", "yield": 0.9110249796865104 }, { "site": "site04", "variety": "V2", "yield": 0.2751264164884659 }, { "site": "site08", "variety": "V5", "yield": 0.1798435917215372 }, { "site": "site01", "variety": "V9", "yield": 0.18298668070060375 }, { "site": "site10", "variety": "V0", "yield": 0.4084768564091148 }, { "site": "site10", "variety": "V9", "yield": 0.37279840126159247 }, { "site": "site08", "variety": "V0", "yield": 0.5090788828802142 }, { "site": "site12", "variety": "V5", "yield": 0.009715476615031138 }, { "site": "site01", "variety": "V7", "yield": 0.8523766779548205 }, { "site": "site13", "variety": "V6", "yield": 0.8700162424667833 }, { "site": "site07", "variety": "V5", "yield": 0.29342381740300316 }, { "site": "site02", "variety": "V0", "yield": 0.8727892957371661 }, { "site": "site05", "variety": "V7", "yield": 0.4707651489056429 }, { "site": "site00", "variety": "V6", "yield": 0.23439644958342476 }, { "site": "site12", "variety": "V9", "yield": 0.23208867710311365 }, { "site": "site05", "variety": "V3", "yield": 0.9036062194599614 }, { "site": "site07", "variety": "V9", "yield": 0.5510602006563249 }, { "site": "site04", "variety": "V9", "yield": 0.8761824532331414 }, { "site": "site06", "variety": "V4", "yield": 0.49132221571612256 }, { "site": "site02", "variety": "V7", "yield": 0.88479056401419 }, { "site": "site04", "variety": "V0", "yield": 0.9344626237341582 }, { "site": "site04", "variety": "V4", "yield": 0.4211373562250992 }, { "site": "site10", "variety": "V8", "yield": 0.012750044160350749 }, { "site": "site10", "variety": "V1", "yield": 0.3253407361484265 }, { "site": "site11", "variety": "V8", "yield": 0.5368650149004675 }, { "site": "site00", "variety": "V8", "yield": 0.7773083933953753 }, { "site": "site03", "variety": "V7", "yield": 0.6323205812030794 }, { "site": "site01", "variety": "V2", "yield": 0.8995471931995827 }, { "site": "site09", "variety": "V0", "yield": 0.14507361395277474 }, { "site": "site00", "variety": "V6", "yield": 0.44629281977515733 }, { "site": "site11", "variety": "V7", "yield": 0.17265674539718268 }, { "site": "site05", "variety": "V8", "yield": 0.05861276722857245 }, { "site": "site11", "variety": "V2", "yield": 0.5918476778863141 }, { "site": "site07", "variety": "V2", "yield": 0.045065905319736865 }, { "site": "site01", "variety": "V0", "yield": 0.08154743147814103 }, { "site": "site05", "variety": "V4", "yield": 0.21011933145804873 }, { "site": "site10", "variety": "V1", "yield": 0.8750395032637963 }, { "site": "site11", "variety": "V0", "yield": 0.051104205170727446 }, { "site": "site01", "variety": "V7", "yield": 0.15111344005348337 }, { "site": "site00", "variety": "V7", "yield": 0.8498547205919336 }, { "site": "site07", "variety": "V0", "yield": 0.768885281652497 }, { "site": "site02", "variety": "V6", "yield": 0.636724740604457 }, { "site": "site01", "variety": "V2", "yield": 0.8551742579204518 }, { "site": "site00", "variety": "V1", "yield": 0.5203359313514222 }, { "site": "site00", "variety": "V1", "yield": 0.9942743064919376 }, { "site": "site10", "variety": "V9", "yield": 0.4451646308181695 }, { "site": "site11", "variety": "V4", "yield": 0.38978739565846765 }, { "site": "site05", "variety": "V4", "yield": 0.7424713724024733 }, { "site": "site04", "variety": "V0", "yield": 0.2928494431789006 }, { "site": "site03", "variety": "V2", "yield": 0.3155047217078155 }, { "site": "site07", "variety": "V2", "yield": 0.08167777041321644 }, { "site": "site13", "variety": "V3", "yield": 0.7922089545900644 }, { "site": "site12", "variety": "V1", "yield": 0.030186583222691188 }, { "site": "site07", "variety": "V4", "yield": 0.752705778420175 }, { "site": "site12", "variety": "V2", "yield": 0.8098545765684515 }, { "site": "site00", "variety": "V9", "yield": 0.6633902543724829 }, { "site": "site11", "variety": "V6", "yield": 0.359116594690316 }, { "site": "site08", "variety": "V9", "yield": 0.10961078249581646 }, { "site": "site01", "variety": "V8", "yield": 0.11412861613714742 }, { "site": "site06", "variety": "V2", "yield": 0.9751403893746761 }, { "site": "site08", "variety": "V0", "yield": 0.6553909913326601 }, { "site": "site00", "variety": "V3", "yield": 0.7983738458539329 }, { "site": "site06", "variety": "V3", "yield": 0.48620950709471744 }, { "site": "site04", "variety": "V2", "yield": 0.38573492371322426 }, { "site": "site08", "variety": "V5", "yield": 0.8294042807199612 }, { "site": "site11", "variety": "V7", "yield": 0.716600391172964 }, { "site": "site01", "variety": "V5", "yield": 0.3899274061202944 }, { "site": "site09", "variety": "V6", "yield": 0.4390477699091153 }, { "site": "site03", "variety": "V9", "yield": 0.21538100563415885 }, { "site": "site00", "variety": "V4", "yield": 0.3845536250291166 }, { "site": "site10", "variety": "V2", "yield": 0.8533717934838635 }, { "site": "site10", "variety": "V1", "yield": 0.11161852353298707 }, { "site": "site08", "variety": "V4", "yield": 0.8206784082952956 }, { "site": "site02", "variety": "V1", "yield": 0.6016994342768099 }, { "site": "site11", "variety": "V8", "yield": 0.5110829927656108 }, { "site": "site02", "variety": "V0", "yield": 0.0008638876258305617 }, { "site": "site11", "variety": "V9", "yield": 0.9578714494959228 }, { "site": "site08", "variety": "V0", "yield": 0.9273706649900556 }, { "site": "site04", "variety": "V3", "yield": 0.43274706856534706 }, { "site": "site04", "variety": "V6", "yield": 0.8938790954412815 }, { "site": "site05", "variety": "V5", "yield": 0.29686329315839366 }, { "site": "site08", "variety": "V3", "yield": 0.4959112170503217 }, { "site": "site03", "variety": "V3", "yield": 0.4993193189429639 }, { "site": "site10", "variety": "V9", "yield": 0.863957297609947 }, { "site": "site06", "variety": "V0", "yield": 0.6260324864304786 }, { "site": "site08", "variety": "V0", "yield": 0.25644369769411546 }, { "site": "site03", "variety": "V2", "yield": 0.9813805123957717 }, { "site": "site03", "variety": "V6", "yield": 0.07729596595329435 }, { "site": "site05", "variety": "V1", "yield": 0.28863994613651034 }, { "site": "site00", "variety": "V7", "yield": 0.38677962151450296 }, { "site": "site12", "variety": "V0", "yield": 0.026598135304081172 }, { "site": "site12", "variety": "V1", "yield": 0.7296973083954615 }, { "site": "site03", "variety": "V6", "yield": 0.09423433322019992 }, { "site": "site01", "variety": "V1", "yield": 0.2149735139474337 }, { "site": "site10", "variety": "V4", "yield": 0.9082409075173369 }, { "site": "site07", "variety": "V8", "yield": 0.09207134156637453 }, { "site": "site10", "variety": "V6", "yield": 0.4598681823623626 }, { "site": "site05", "variety": "V7", "yield": 0.17101535998012296 }, { "site": "site05", "variety": "V7", "yield": 0.03740380408682109 }, { "site": "site07", "variety": "V4", "yield": 0.15425370853717346 }, { "site": "site08", "variety": "V5", "yield": 0.21969589719010552 }, { "site": "site12", "variety": "V3", "yield": 0.1842174369197409 }, { "site": "site13", "variety": "V5", "yield": 0.5955019647552557 }, { "site": "site09", "variety": "V0", "yield": 0.5600574053219197 }, { "site": "site09", "variety": "V5", "yield": 0.4272814560625212 }, { "site": "site10", "variety": "V1", "yield": 0.05027816439070454 }, { "site": "site02", "variety": "V9", "yield": 0.0074570845019485965 }, { "site": "site05", "variety": "V5", "yield": 0.3897784181409265 }, { "site": "site13", "variety": "V1", "yield": 0.6290907711772723 }, { "site": "site04", "variety": "V4", "yield": 0.4868025302718274 }, { "site": "site09", "variety": "V4", "yield": 0.8296145306524467 }, { "site": "site04", "variety": "V7", "yield": 0.9656003731392596 }, { "site": "site04", "variety": "V2", "yield": 0.9083647168269859 }, { "site": "site11", "variety": "V4", "yield": 0.052504600314830396 }, { "site": "site04", "variety": "V3", "yield": 0.4530512489417591 }, { "site": "site07", "variety": "V0", "yield": 0.49102501310237023 }, { "site": "site07", "variety": "V2", "yield": 0.10086739658061661 }, { "site": "site05", "variety": "V5", "yield": 0.7274192802422073 }, { "site": "site10", "variety": "V2", "yield": 0.36740136406642554 }, { "site": "site05", "variety": "V0", "yield": 0.914847043353387 }, { "site": "site04", "variety": "V9", "yield": 0.9080875600211324 }, { "site": "site07", "variety": "V7", "yield": 0.17190109037632006 }, { "site": "site13", "variety": "V4", "yield": 0.299359240602747 }, { "site": "site13", "variety": "V8", "yield": 0.66537218992859 }, { "site": "site04", "variety": "V8", "yield": 0.9766828532739587 }, { "site": "site10", "variety": "V3", "yield": 0.9867771788842887 }, { "site": "site00", "variety": "V0", "yield": 0.16250654348999416 }, { "site": "site03", "variety": "V5", "yield": 0.7794375672100505 }, { "site": "site02", "variety": "V9", "yield": 0.41869636745263894 }, { "site": "site12", "variety": "V2", "yield": 0.7086708723141851 }, { "site": "site10", "variety": "V3", "yield": 0.3416617690216899 }, { "site": "site11", "variety": "V2", "yield": 0.8792668220420384 }, { "site": "site10", "variety": "V4", "yield": 0.3894838627730195 }, { "site": "site11", "variety": "V8", "yield": 0.08701973457451173 }, { "site": "site07", "variety": "V7", "yield": 0.3089102082824521 }, { "site": "site05", "variety": "V6", "yield": 0.5492541442020152 }, { "site": "site11", "variety": "V9", "yield": 0.7259718935519629 }, { "site": "site03", "variety": "V4", "yield": 0.6051865740480872 }, { "site": "site08", "variety": "V2", "yield": 0.7333648990779744 }, { "site": "site12", "variety": "V2", "yield": 0.5876102395114369 }, { "site": "site08", "variety": "V6", "yield": 0.0003657813632758078 }, { "site": "site02", "variety": "V9", "yield": 0.4337548717461258 }, { "site": "site04", "variety": "V0", "yield": 0.9718292199530438 }, { "site": "site00", "variety": "V7", "yield": 0.6112804386399282 }, { "site": "site08", "variety": "V5", "yield": 0.5425999245713785 }, { "site": "site06", "variety": "V5", "yield": 0.3775723134239224 }, { "site": "site10", "variety": "V6", "yield": 0.15704379242140565 }, { "site": "site04", "variety": "V5", "yield": 0.511262257917528 }, { "site": "site07", "variety": "V5", "yield": 0.11749559429313339 }, { "site": "site00", "variety": "V7", "yield": 0.8731300370743381 }, { "site": "site04", "variety": "V0", "yield": 0.5485224024324601 }, { "site": "site10", "variety": "V3", "yield": 0.6786873276703342 }, { "site": "site12", "variety": "V9", "yield": 0.1124053142958743 }, { "site": "site12", "variety": "V0", "yield": 0.23472279325774137 }, { "site": "site12", "variety": "V8", "yield": 0.6318420024812933 }, { "site": "site02", "variety": "V9", "yield": 0.12206504935837192 }, { "site": "site00", "variety": "V2", "yield": 0.9583538480032487 }, { "site": "site08", "variety": "V1", "yield": 0.749049124005597 }, { "site": "site00", "variety": "V8", "yield": 3.106047841017201e-05 }, { "site": "site06", "variety": "V4", "yield": 0.5150381953887148 }, { "site": "site08", "variety": "V2", "yield": 0.7954510667144815 }, { "site": "site08", "variety": "V7", "yield": 0.7797451891344521 }, { "site": "site05", "variety": "V9", "yield": 0.4313456979946083 }, { "site": "site07", "variety": "V6", "yield": 0.04335582253743697 }, { "site": "site08", "variety": "V1", "yield": 0.6916600326976239 }, { "site": "site01", "variety": "V4", "yield": 0.6880678628680696 }, { "site": "site13", "variety": "V6", "yield": 0.7017430573136356 }, { "site": "site09", "variety": "V8", "yield": 0.11080311064797899 }, { "site": "site02", "variety": "V3", "yield": 0.5849069438239272 }, { "site": "site11", "variety": "V9", "yield": 0.21602875588451154 }, { "site": "site01", "variety": "V0", "yield": 0.02357508999555047 }, { "site": "site07", "variety": "V2", "yield": 0.9879160160971501 }, { "site": "site07", "variety": "V7", "yield": 0.24435988364202754 }, { "site": "site11", "variety": "V5", "yield": 0.6909783752928688 }, { "site": "site13", "variety": "V5", "yield": 0.7337313021869439 }, { "site": "site08", "variety": "V1", "yield": 0.9050528163306484 }, { "site": "site02", "variety": "V4", "yield": 0.10486526088161308 }, { "site": "site02", "variety": "V7", "yield": 0.09801876668331755 }, { "site": "site00", "variety": "V0", "yield": 0.27144836967290287 }, { "site": "site10", "variety": "V4", "yield": 0.7494207406459221 }, { "site": "site11", "variety": "V0", "yield": 0.6310690848993668 }, { "site": "site00", "variety": "V2", "yield": 0.7326411288099025 }, { "site": "site09", "variety": "V7", "yield": 0.20319729192035563 }, { "site": "site05", "variety": "V1", "yield": 0.14229519374875566 }, { "site": "site07", "variety": "V2", "yield": 0.39587989178890914 }, { "site": "site07", "variety": "V4", "yield": 0.39069677735542874 }, { "site": "site12", "variety": "V1", "yield": 0.5394261253371794 }, { "site": "site11", "variety": "V7", "yield": 0.48016999881274536 }, { "site": "site09", "variety": "V9", "yield": 0.09067361477813474 }, { "site": "site05", "variety": "V8", "yield": 0.21756087831432602 }, { "site": "site08", "variety": "V0", "yield": 0.28562465452405916 }, { "site": 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"yield": 0.4069305539028958 }, { "site": "site01", "variety": "V3", "yield": 0.223226510068803 }, { "site": "site13", "variety": "V0", "yield": 0.9245114317421749 }, { "site": "site02", "variety": "V9", "yield": 0.3689569943722999 }, { "site": "site12", "variety": "V6", "yield": 0.3549470997060524 }, { "site": "site13", "variety": "V1", "yield": 0.5856979932057821 }, { "site": "site07", "variety": "V0", "yield": 0.3880925091256473 }, { "site": "site00", "variety": "V6", "yield": 0.6881243744443376 }, { "site": "site11", "variety": "V4", "yield": 0.8698535914361902 }, { "site": "site12", "variety": "V9", "yield": 0.5446251200089771 }, { "site": "site03", "variety": "V7", "yield": 0.23164232772736493 }, { "site": "site11", "variety": "V1", "yield": 0.48930001620734587 }, { "site": "site13", "variety": "V5", "yield": 0.058201068706342896 }, { "site": "site11", "variety": "V3", "yield": 0.4700756609969786 }, { "site": "site03", "variety": "V2", "yield": 0.7845441748535517 }, { "site": "site05", "variety": "V3", "yield": 0.008816005609984967 }, { "site": "site02", "variety": "V7", "yield": 0.447526844010503 }, { "site": "site00", "variety": "V8", "yield": 0.8381175294000719 }, { "site": "site10", "variety": "V6", "yield": 0.33883350508923005 }, { "site": "site12", "variety": "V0", "yield": 0.3386652578395767 }, { "site": "site10", "variety": "V2", "yield": 0.5694308475923554 }, { "site": "site06", "variety": "V5", "yield": 0.1546976771058416 }, { "site": "site13", "variety": "V8", "yield": 0.7564471944978172 }, { "site": "site09", "variety": "V6", "yield": 0.7201221940776373 }, { "site": "site00", "variety": "V4", "yield": 0.5339484671484406 }, { "site": "site02", "variety": "V9", "yield": 0.9077634555787633 }, { "site": "site13", "variety": "V3", "yield": 0.47798847832683433 }, { "site": "site02", "variety": "V5", "yield": 0.24372286111110864 }, { "site": "site09", "variety": "V8", "yield": 0.9866738075859187 }, { "site": "site06", "variety": "V6", "yield": 0.24517540956390615 }, { "site": "site13", "variety": "V0", "yield": 0.2992613067955938 }, { "site": "site01", "variety": "V7", "yield": 0.4836893089198323 }, { "site": "site02", "variety": "V7", "yield": 0.143190955649795 }, { "site": "site07", "variety": "V2", "yield": 0.7627903401895885 }, { "site": "site03", "variety": "V0", "yield": 0.27458278422487203 }, { "site": "site07", "variety": "V2", "yield": 0.44845117130091217 }, { "site": "site04", "variety": "V4", "yield": 0.04825731038857739 }, { "site": "site00", "variety": "V3", "yield": 0.11464904241829299 }, { "site": "site10", "variety": "V2", "yield": 0.03439669426846437 }, { "site": "site03", "variety": "V1", "yield": 0.3265967935285604 }, { "site": "site00", "variety": "V1", "yield": 0.3300793678511248 }, { "site": "site13", "variety": "V7", "yield": 0.881661715738119 }, { "site": "site05", "variety": "V8", "yield": 0.7803836201965788 }, { "site": "site10", "variety": "V2", "yield": 0.03213824777964869 }, { "site": "site11", "variety": "V1", "yield": 0.9383605730027271 }, { "site": "site06", "variety": "V3", "yield": 0.3855677982266187 }, { "site": "site00", "variety": "V8", "yield": 0.8262349811936299 }, { "site": "site05", "variety": "V4", "yield": 0.6777257172485072 }, { "site": "site04", "variety": "V0", "yield": 0.1647882332135021 }, { "site": "site03", "variety": "V9", "yield": 0.7221479451860124 }, { "site": "site06", "variety": "V7", "yield": 0.5319862935788412 }, { "site": "site05", "variety": "V0", "yield": 0.7005122916353728 }, { "site": "site00", "variety": "V5", "yield": 0.924831489471618 }, { "site": "site04", "variety": "V5", "yield": 0.9381298982465074 }, { "site": "site05", "variety": "V7", "yield": 0.014212273656240226 }, { "site": "site07", "variety": "V5", "yield": 0.5349428508044274 }, { "site": "site08", "variety": "V9", "yield": 0.32153402567753264 }, { "site": "site10", "variety": "V9", "yield": 0.9149237711191593 }, { "site": "site06", "variety": "V6", "yield": 0.8645473993658787 }, { "site": "site12", "variety": "V4", "yield": 0.584512293384664 }, { "site": "site05", "variety": "V1", "yield": 0.7348526151372271 }, { "site": "site00", "variety": "V5", "yield": 0.18609001796073066 }, { "site": "site02", "variety": "V6", "yield": 0.5482725325907936 }, { "site": "site08", "variety": "V4", "yield": 0.36502951802609407 }, { "site": "site11", "variety": "V4", "yield": 0.6071628782995105 }, { "site": "site11", "variety": "V4", "yield": 0.19881087908357264 }, { "site": "site08", "variety": "V8", "yield": 0.6206381060158158 }, { "site": "site13", "variety": "V4", "yield": 0.18481230869451892 }, { "site": "site10", "variety": "V6", "yield": 0.4598237759980478 }, { "site": "site09", "variety": "V4", "yield": 0.3363466340636774 }, { "site": "site01", "variety": "V3", "yield": 0.5202122758717622 }, { "site": "site00", "variety": "V6", "yield": 0.6264136203695432 }, { "site": "site11", "variety": "V4", "yield": 0.3746712250695834 }, { "site": "site03", "variety": "V0", "yield": 0.8684324169096328 }, { "site": "site05", "variety": "V2", "yield": 0.11816061951633172 }, { "site": "site07", "variety": "V8", "yield": 0.5234319597655201 }, { "site": "site03", "variety": "V8", "yield": 0.007678955013678546 }, { "site": "site05", "variety": "V4", "yield": 0.8071426564774437 }, { "site": "site06", "variety": "V6", "yield": 0.6525137271626138 }, { "site": "site03", "variety": "V2", "yield": 0.20126520209838472 }, { "site": "site05", "variety": "V4", "yield": 0.6337018735863413 }, { "site": "site03", "variety": "V9", "yield": 0.6324560710938153 }, { "site": "site06", "variety": "V9", "yield": 0.9801434289565103 }, { "site": "site02", "variety": "V2", "yield": 0.8079799853354335 }, { "site": "site08", "variety": "V4", "yield": 0.5176613262621741 }, { "site": "site10", "variety": "V4", "yield": 0.23713392885922224 }, { "site": "site05", "variety": "V3", "yield": 0.05841951360682085 }, { "site": "site05", "variety": "V2", "yield": 0.8966234662790407 }, { "site": "site08", "variety": "V6", "yield": 0.9670796899604559 }, { "site": "site03", "variety": "V2", "yield": 0.21156571165585902 }, { "site": "site04", "variety": "V1", "yield": 0.7438025022814695 }, { "site": "site01", "variety": "V5", "yield": 0.7846354600352676 }, { "site": "site00", "variety": "V1", "yield": 0.5675773871022032 }, { "site": "site03", "variety": "V4", "yield": 0.3616380131012962 }, { "site": "site12", "variety": "V4", "yield": 0.5640242553261569 }, { "site": "site05", "variety": "V6", "yield": 0.02759649205307113 }, { "site": "site01", "variety": "V1", "yield": 0.8432644773295911 }, { "site": "site04", "variety": "V2", "yield": 0.732868098440873 } ] }, "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