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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/v5.20.1.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-093680d748d53acb3190b97e2317e8c7" }, "datasets": { "data-093680d748d53acb3190b97e2317e8c7": [ { "site": "site12", "variety": "V3", "yield": 0.4118957876578153 }, { "site": "site06", "variety": "V0", "yield": 0.24985469746249145 }, { "site": "site12", "variety": "V3", "yield": 0.5955528210171275 }, { "site": "site04", "variety": "V4", "yield": 0.7670456567679147 }, { "site": "site10", "variety": "V6", "yield": 0.31944387607528835 }, { "site": "site06", "variety": "V1", "yield": 0.7023884915436408 }, { "site": "site11", "variety": "V7", "yield": 0.3773765394137054 }, { "site": "site00", "variety": "V8", "yield": 0.3911163802636456 }, { "site": "site13", "variety": "V6", "yield": 0.8809322387003817 }, { "site": "site04", "variety": "V6", "yield": 0.8231629298369797 }, { "site": "site03", "variety": "V3", "yield": 0.3611673928613929 }, { "site": "site07", "variety": "V7", "yield": 0.44374311188755644 }, { "site": "site07", "variety": "V5", "yield": 0.43488499530436464 }, { "site": "site11", "variety": "V2", "yield": 0.9416777655081483 }, { "site": "site11", "variety": "V3", "yield": 0.08296419418452672 }, { "site": "site12", "variety": "V0", "yield": 0.9115423061426057 }, { "site": "site05", "variety": "V4", "yield": 0.041735047918450396 }, { "site": "site08", "variety": "V1", "yield": 0.29989888687125976 }, { "site": "site02", "variety": "V0", "yield": 0.6029824098930412 }, { "site": "site02", "variety": "V7", "yield": 0.5474854313382213 }, { "site": "site05", "variety": "V0", "yield": 0.302238571251487 }, { "site": "site09", "variety": "V3", "yield": 0.6567307835204024 }, { "site": "site06", "variety": "V3", "yield": 0.4008937149599563 }, { "site": "site10", "variety": "V4", "yield": 0.2882493033056288 }, { "site": "site09", "variety": "V4", "yield": 0.5593897458578116 }, { "site": "site03", "variety": "V2", "yield": 0.9462517692519096 }, { "site": "site00", "variety": "V6", "yield": 0.6678267813135701 }, { "site": "site13", "variety": "V3", "yield": 0.14447002716056934 }, { "site": "site12", "variety": "V2", "yield": 0.11022356018463342 }, { "site": "site02", "variety": "V9", "yield": 0.7175513550248099 }, { "site": "site01", "variety": "V5", "yield": 0.8665819194166844 }, { "site": "site11", "variety": "V1", "yield": 0.5535410057225199 }, { "site": "site08", "variety": "V7", "yield": 0.22235990354167234 }, { "site": "site00", "variety": "V0", "yield": 0.9606650327251784 }, { "site": "site04", "variety": "V0", "yield": 0.052697172400979264 }, { "site": "site07", "variety": "V9", "yield": 0.2687640200149134 }, { "site": "site00", "variety": "V1", "yield": 0.2963508526757407 }, { "site": "site08", "variety": "V0", "yield": 0.6980931990896567 }, { "site": "site02", "variety": "V8", "yield": 0.20836597455305095 }, { "site": "site03", "variety": "V0", "yield": 0.026048675264323973 }, { "site": "site10", "variety": "V8", "yield": 0.3823055774848637 }, { "site": "site05", "variety": "V4", "yield": 0.8751347811973371 }, { "site": "site02", "variety": "V1", "yield": 0.17592162773808429 }, { "site": "site00", "variety": "V0", "yield": 0.9945613508780088 }, { "site": "site03", "variety": "V8", "yield": 0.3833289240019554 }, { "site": "site08", "variety": "V7", "yield": 0.18863498682212598 }, { "site": "site04", "variety": "V5", "yield": 0.1644232100182299 }, { "site": "site01", "variety": "V7", "yield": 0.6478955200759967 }, { "site": "site07", "variety": "V3", "yield": 0.6505183020762614 }, { "site": "site06", "variety": "V9", "yield": 0.6602447385745749 }, { "site": "site12", "variety": "V2", "yield": 0.6629738903100247 }, { "site": "site13", "variety": "V4", "yield": 0.4684808621770934 }, { "site": "site12", "variety": "V9", "yield": 0.7928911005035002 }, { "site": "site10", "variety": "V3", "yield": 0.530578779247915 }, { "site": "site09", "variety": "V7", "yield": 0.4444074191768679 }, { "site": "site11", "variety": "V2", "yield": 0.21960587477267535 }, { "site": "site05", "variety": "V0", "yield": 0.007687047091709642 }, { "site": "site00", "variety": "V6", "yield": 0.7970077716395298 }, { "site": "site01", "variety": "V3", "yield": 0.11259457800196293 }, { "site": "site01", "variety": "V6", "yield": 0.5764140010771792 }, { "site": "site07", "variety": "V4", "yield": 0.6617602408202574 }, { "site": "site01", "variety": "V5", "yield": 0.450372586566823 }, { "site": "site08", "variety": "V6", "yield": 0.3848498972514649 }, { "site": "site00", "variety": "V9", "yield": 0.9159378188850146 }, { "site": "site04", "variety": "V0", "yield": 0.4784111109894158 }, { "site": "site13", "variety": "V3", "yield": 0.9397004287229157 }, { "site": "site05", "variety": "V5", "yield": 0.06206766241711681 }, { "site": "site05", "variety": "V5", "yield": 0.737543577636865 }, { "site": "site00", "variety": "V8", "yield": 0.4380443742669805 }, { "site": "site00", "variety": "V5", "yield": 0.31151520856283155 }, { "site": "site02", "variety": "V7", "yield": 0.5082917003339856 }, { "site": "site08", "variety": "V5", "yield": 0.5088487238488358 }, { "site": "site12", "variety": "V0", "yield": 0.9810023594354096 }, { "site": "site11", "variety": "V8", "yield": 0.18196021424042785 }, { "site": "site03", "variety": "V0", "yield": 0.8623812287911871 }, { "site": "site00", "variety": "V0", "yield": 0.4617328814139452 }, { "site": "site12", "variety": "V7", "yield": 0.4075271162403512 }, { "site": "site01", "variety": "V5", "yield": 0.4610094422216552 }, { "site": "site04", "variety": "V9", "yield": 0.044484954370679564 }, { "site": "site05", "variety": "V8", "yield": 0.5450337438359039 }, { "site": "site11", "variety": "V3", "yield": 0.15369634774555474 }, { "site": "site00", "variety": "V5", "yield": 0.2309983063882436 }, { "site": "site01", "variety": "V6", "yield": 0.6019089132474926 }, { "site": "site07", "variety": "V0", "yield": 0.716288699607095 }, { "site": "site05", "variety": "V9", "yield": 0.9662539832596437 }, { "site": "site07", "variety": "V6", "yield": 0.4936871446967527 }, { "site": "site01", "variety": "V4", "yield": 0.745681838040911 }, { "site": "site11", "variety": "V2", "yield": 0.9763470039924378 }, { "site": "site12", "variety": "V3", "yield": 0.10427767980614178 }, { "site": "site07", "variety": "V3", "yield": 0.1847849323796097 }, { "site": "site13", "variety": "V7", "yield": 0.30481383180055377 }, { "site": "site01", "variety": "V4", "yield": 0.7872226556745012 }, { "site": "site13", "variety": "V2", "yield": 0.6303231039221996 }, { "site": "site09", "variety": "V0", "yield": 0.7162199302658213 }, { "site": "site00", "variety": "V4", "yield": 0.5741899045806987 }, { "site": "site11", "variety": "V9", "yield": 0.34327530831791464 }, { "site": "site03", "variety": "V4", "yield": 0.5078220561921619 }, { "site": "site00", "variety": "V5", "yield": 0.9374873521052517 }, { "site": "site12", "variety": "V9", "yield": 0.659246490011429 }, { "site": "site01", "variety": "V4", "yield": 0.825633627373927 }, { "site": "site07", "variety": "V5", "yield": 0.9027797028686736 }, { "site": "site12", "variety": "V9", "yield": 0.1782326659253357 }, { "site": "site02", "variety": "V0", "yield": 0.8209031669386666 }, { "site": "site02", "variety": "V8", "yield": 0.9631492408167824 }, { "site": "site10", "variety": "V6", "yield": 0.8835095737224988 }, { "site": "site00", "variety": "V0", "yield": 0.7895918357184832 }, { "site": "site05", "variety": "V0", "yield": 0.5393905714885372 }, { "site": "site01", "variety": "V6", "yield": 0.16129417497803678 }, { "site": "site11", "variety": "V9", "yield": 0.4960787344529528 }, { "site": "site03", "variety": "V1", "yield": 0.13620614804752107 }, { "site": "site02", "variety": "V2", "yield": 0.5669935410566247 }, { "site": "site12", "variety": "V5", "yield": 0.5107654817313594 }, { "site": "site08", "variety": "V0", "yield": 0.8827100963737136 }, { "site": "site08", "variety": "V8", "yield": 0.4447195268022305 }, { "site": "site03", "variety": "V9", "yield": 0.15895846681755277 }, { "site": "site00", "variety": "V6", "yield": 0.6344812493448772 }, { "site": "site03", "variety": "V0", "yield": 0.3751327600035467 }, { "site": "site07", "variety": "V9", "yield": 0.6377510649973142 }, { "site": "site10", "variety": "V9", "yield": 0.810187902964895 }, { "site": "site10", "variety": "V3", "yield": 0.26880419700992597 }, { "site": "site07", "variety": "V9", "yield": 0.1800073558930464 }, { "site": "site09", "variety": "V6", "yield": 0.7988292951056221 }, { "site": "site08", "variety": "V0", "yield": 0.033043652685681546 }, { "site": "site00", "variety": "V4", "yield": 0.3671583002048303 }, { "site": "site05", "variety": "V0", "yield": 0.08409260058542767 }, { "site": "site04", "variety": "V2", "yield": 0.3470046124250198 }, { "site": "site11", "variety": "V3", "yield": 0.9408321830741002 }, { "site": "site07", "variety": "V8", "yield": 0.48074087049091907 }, { "site": "site07", "variety": "V6", "yield": 0.25804435848548013 }, { "site": "site12", "variety": "V6", "yield": 0.5594597166073557 }, { "site": "site12", "variety": "V3", "yield": 0.8814259740327273 }, { "site": "site05", "variety": "V8", "yield": 0.5195284279636474 }, { "site": "site07", "variety": "V4", "yield": 0.48777819984866 }, { "site": "site13", "variety": "V6", "yield": 0.17979421588572198 }, { "site": "site11", "variety": "V9", "yield": 0.7235869605043042 }, { "site": "site07", "variety": "V0", "yield": 0.4178336413909898 }, { "site": "site08", "variety": "V8", "yield": 0.2029354051131005 }, { "site": "site06", "variety": "V6", "yield": 0.12547709339731516 }, { "site": "site13", "variety": "V5", "yield": 0.12687000721675012 }, { "site": "site03", "variety": "V1", "yield": 0.03925904019329152 }, { "site": "site02", "variety": "V4", "yield": 0.06515087879984516 }, { "site": "site09", "variety": "V2", "yield": 0.8291984329909338 }, { "site": "site02", "variety": "V4", "yield": 0.0754985915139319 }, { "site": "site08", "variety": "V8", "yield": 0.013320800612119599 }, { "site": "site03", "variety": "V4", "yield": 0.6410792918244146 }, { "site": "site04", "variety": "V8", "yield": 0.8655174564426839 }, { "site": "site03", "variety": "V4", "yield": 0.8047031828739266 }, { "site": "site00", "variety": "V6", "yield": 0.8653543892701564 }, { "site": "site12", "variety": "V7", "yield": 0.04767489040025119 }, { "site": "site10", "variety": "V5", "yield": 0.7314219607553742 }, { "site": "site06", "variety": "V2", "yield": 0.5644216373586849 }, { "site": "site13", "variety": "V8", "yield": 0.6603856400582602 }, { "site": "site12", "variety": "V9", "yield": 0.5869279048469479 }, { "site": "site12", "variety": "V6", "yield": 0.8774830787881691 }, { "site": "site12", "variety": "V0", "yield": 0.22136376773755773 }, { "site": "site11", "variety": "V5", "yield": 0.2901540172119974 }, { "site": "site03", "variety": "V3", "yield": 0.633328680400648 }, { "site": "site04", "variety": "V3", "yield": 0.11009361942686147 }, { "site": "site03", "variety": "V6", "yield": 0.6434920162631974 }, { "site": "site06", "variety": "V6", "yield": 0.30899029533430433 }, { "site": "site00", "variety": "V1", "yield": 0.9393308272172828 }, { "site": "site01", "variety": "V9", "yield": 0.7175011718097929 }, { "site": 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0.8667302382822428 }, { "site": "site10", "variety": "V3", "yield": 0.38143095002983096 }, { "site": "site07", "variety": "V8", "yield": 0.8396362619690351 }, { "site": "site02", "variety": "V0", "yield": 0.1274572039031424 }, { "site": "site11", "variety": "V9", "yield": 0.9900334171949541 }, { "site": "site04", "variety": "V4", "yield": 0.40661224395448614 }, { "site": "site02", "variety": "V0", "yield": 0.4251401611471253 }, { "site": "site12", "variety": "V4", "yield": 0.9290818444956596 }, { "site": "site02", "variety": "V2", "yield": 0.58367835088125 }, { "site": "site08", "variety": "V4", "yield": 0.019081400151127026 }, { "site": "site07", "variety": "V5", "yield": 0.6983669747458435 }, { "site": "site01", "variety": "V8", "yield": 0.6665793804091484 }, { "site": "site02", "variety": "V4", "yield": 0.6809939300766951 }, { "site": "site09", "variety": "V1", "yield": 0.46616736976455997 }, { "site": "site05", "variety": "V4", "yield": 0.6868629593903869 }, { "site": "site06", "variety": "V7", "yield": 0.10091502728591883 }, { "site": "site05", "variety": "V2", "yield": 0.9419780311116979 }, { "site": "site00", "variety": "V4", "yield": 0.1531395336799144 }, { "site": "site06", "variety": "V8", "yield": 0.8441341977921533 }, { "site": "site10", "variety": "V7", "yield": 0.23786382637214654 }, { "site": "site00", "variety": "V6", "yield": 0.9911594410139889 }, { "site": "site10", "variety": "V0", "yield": 0.5277459591556589 }, { "site": "site10", "variety": "V5", "yield": 0.504356126720161 }, { "site": "site10", "variety": "V0", "yield": 0.055817764887659216 }, { "site": "site12", "variety": "V9", "yield": 0.352738447522994 }, { "site": "site05", "variety": "V7", "yield": 0.44670862089952534 }, { "site": "site00", "variety": "V4", "yield": 0.827087194923598 }, { "site": "site06", "variety": "V4", "yield": 0.4430554433098155 }, { "site": "site01", "variety": "V2", "yield": 0.029009654297690313 }, { "site": "site00", "variety": "V2", "yield": 0.8281215644251061 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"site12", "variety": "V4", "yield": 0.5687858390715902 }, { "site": "site00", "variety": "V8", "yield": 0.18074571675968287 }, { "site": "site05", "variety": "V2", "yield": 0.4963159759314423 }, { "site": "site03", "variety": "V2", "yield": 0.23344981442089052 }, { "site": "site04", "variety": "V6", "yield": 0.7142835032999265 }, { "site": "site06", "variety": "V0", "yield": 0.5413374935755019 }, { "site": "site11", "variety": "V8", "yield": 0.6383399112384931 }, { "site": "site08", "variety": "V3", "yield": 0.4633155189579323 }, { "site": "site08", "variety": "V1", "yield": 0.4820894757161527 }, { "site": "site00", "variety": "V0", "yield": 0.33736384622330007 }, { "site": "site06", "variety": "V2", "yield": 0.27105866521977284 }, { "site": "site09", "variety": "V3", "yield": 0.5911128870357695 }, { "site": "site09", "variety": "V0", "yield": 0.5929523922616887 }, { "site": "site02", "variety": "V5", "yield": 0.3487375845582351 }, { "site": "site13", "variety": "V5", "yield": 0.4584476441568017 }, { "site": "site04", "variety": "V3", "yield": 0.545798231376019 }, { "site": "site07", "variety": "V4", "yield": 0.8726329910802375 }, { "site": "site08", "variety": "V9", "yield": 0.9925992433970017 }, { "site": "site04", "variety": "V4", "yield": 0.4018113793230369 }, { "site": "site06", "variety": "V9", "yield": 0.12200365627792564 }, { "site": "site04", "variety": "V2", "yield": 0.47158192063797155 }, { "site": "site13", "variety": "V0", "yield": 0.049623124888007686 }, { "site": "site04", "variety": "V9", "yield": 0.46377240328105496 }, { "site": "site02", "variety": "V3", "yield": 0.7252027099957901 }, { "site": "site13", "variety": "V6", "yield": 0.9581229427935994 }, { "site": "site10", "variety": "V4", "yield": 0.5286056635943969 }, { "site": "site03", "variety": "V7", "yield": 0.5182218536729603 }, { "site": "site02", "variety": "V8", "yield": 0.45030822659687486 }, { "site": "site00", "variety": "V1", "yield": 0.9577477907802694 }, { "site": "site06", "variety": "V1", "yield": 0.11519387801677516 }, { "site": "site12", "variety": "V6", "yield": 0.8353137810308947 }, { "site": "site00", "variety": "V3", "yield": 0.5188419294152287 }, { "site": "site11", "variety": "V3", "yield": 0.8233529540334787 }, { "site": "site07", "variety": "V6", "yield": 0.7412404317928252 }, { "site": "site11", "variety": "V1", "yield": 0.43001944944718284 }, { "site": "site07", "variety": "V1", "yield": 0.30210283544364736 }, { "site": "site00", "variety": "V8", "yield": 0.0530178056003906 }, { "site": "site04", "variety": "V6", "yield": 0.5576329281746817 }, { "site": "site09", "variety": "V8", "yield": 0.7443815923249254 }, { "site": "site03", "variety": "V6", "yield": 0.028036293194271478 }, { "site": "site06", "variety": "V9", "yield": 0.8298471659046007 }, { "site": "site08", "variety": "V6", "yield": 0.8273534164663688 }, { "site": "site03", "variety": "V4", "yield": 0.6853760864940271 }, { "site": "site10", "variety": "V9", "yield": 0.9410783549501742 }, { "site": "site00", "variety": "V5", "yield": 0.7541302740438376 }, { "site": "site01", "variety": "V0", "yield": 0.3978367196161299 }, { "site": "site10", "variety": "V1", "yield": 0.3792023028737046 }, { "site": "site11", "variety": "V0", "yield": 0.57682691195719 }, { "site": "site13", "variety": "V6", "yield": 0.09322799267991655 }, { "site": "site12", "variety": "V3", "yield": 0.37587411710507923 }, { "site": "site02", "variety": "V5", "yield": 0.0796109441278775 }, { "site": "site01", "variety": "V0", "yield": 0.11302768744112424 }, { "site": "site04", "variety": "V1", "yield": 0.8337705151623184 }, { "site": "site06", "variety": "V8", "yield": 0.4945924479838021 }, { "site": "site00", "variety": "V9", "yield": 0.911061592505334 }, { "site": "site13", "variety": "V7", "yield": 0.6347425665319886 }, { "site": "site10", "variety": "V2", "yield": 0.7109968659840195 }, { "site": "site05", "variety": "V1", "yield": 0.9620464446921424 }, { "site": "site00", "variety": "V4", "yield": 0.03260891715135106 }, { "site": "site04", "variety": "V4", "yield": 0.023342256009883044 }, { "site": "site13", "variety": "V3", "yield": 0.032485736139999166 }, { "site": "site12", "variety": "V9", "yield": 0.934237960910612 }, { "site": "site02", "variety": "V5", "yield": 0.8524883936451851 }, { "site": "site11", "variety": "V3", "yield": 0.04862451324959127 }, { "site": "site06", "variety": "V7", "yield": 0.21735149602583992 }, { "site": "site11", "variety": "V9", "yield": 0.878784552422346 }, { "site": "site12", "variety": "V2", "yield": 0.21229398685915968 }, { "site": "site03", "variety": "V4", "yield": 0.5528145706706756 }, { "site": "site13", "variety": "V0", "yield": 0.80945811607396 }, { "site": "site02", "variety": "V1", "yield": 0.4226564170556335 }, { "site": "site01", "variety": "V9", "yield": 0.3116392801492299 }, { "site": "site12", "variety": "V5", "yield": 0.01255912989984509 }, { "site": "site08", "variety": "V3", "yield": 0.2929949891152063 }, { "site": "site10", "variety": "V3", "yield": 0.050292108201320795 }, { "site": "site04", "variety": "V6", "yield": 0.6587177885671536 }, { "site": "site04", "variety": "V3", "yield": 0.1547953229374096 }, { "site": "site10", "variety": "V8", "yield": 0.40772602921214485 }, { "site": "site06", "variety": "V4", "yield": 0.32971917792141436 }, { "site": "site05", "variety": "V5", "yield": 0.3746885064919395 }, { "site": "site12", "variety": "V7", "yield": 0.48613041242788035 }, { "site": "site05", "variety": "V6", "yield": 0.23701986500851346 }, { "site": "site13", "variety": "V2", "yield": 0.48731555530986526 }, { "site": "site00", "variety": "V9", "yield": 0.24337315287187866 }, { "site": "site08", "variety": "V9", "yield": 0.4919713754781091 }, { "site": "site00", "variety": "V4", "yield": 0.05374004275319444 }, { "site": "site05", "variety": "V5", "yield": 0.11112921649741847 }, { "site": "site05", "variety": "V0", "yield": 0.16814494331846386 }, { "site": "site09", "variety": "V8", "yield": 0.22581095244160498 }, { "site": "site02", "variety": "V0", "yield": 0.3353278169380095 }, { "site": "site11", "variety": "V3", "yield": 0.7014184080117986 }, { "site": "site07", "variety": "V0", "yield": 0.9112338902976428 }, { "site": "site11", "variety": "V7", "yield": 0.2311837387983655 }, { "site": "site12", "variety": "V0", "yield": 0.2331308023392068 }, { "site": "site04", "variety": "V5", "yield": 0.417719832262163 }, { "site": "site02", "variety": "V1", "yield": 0.7750704600454599 }, { "site": "site02", "variety": "V0", "yield": 0.16433532350629976 }, { "site": "site06", "variety": "V7", "yield": 0.10243406636322572 }, { "site": "site03", "variety": "V3", "yield": 0.6436192879222821 } ] }, "height": 300, "layer": [ { "encoding": { "color": { "field": "site", "title": "Site", "type": "nominal" }, "opacity": { "condition": { "param": "param_1", "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_1" }, { "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_1", "select": { "fields": [ "site" ], "type": "point" }, "views": [ "view_1" ] } ], "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/v5.20.1.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/v5.20.1.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/v5.20.1.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/v5.20.1.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