00datasets.py

# import vega_datasets # error on import panda
import importlib.util
import pathlib

datasets = {}
spec = importlib.util.find_spec("vega_datasets")
for location in spec.submodule_search_locations:
    p = pathlib.Path(location)
    if (p / "_data").exists():
        for f in (p / "_data").glob("*.json"):
            datasets[f.name] = f

print(list(datasets.keys()))

01iris.py

import pygal
import pathlib
import json
from collections import defaultdict
import importlib.util

# dataset
spec = importlib.util.find_spec("vega_datasets")
dirpath = spec.submodule_search_locations[0]
with (pathlib.Path(dirpath) / "_data/iris.json").open() as rf:
    data = json.load(rf)

# aggregate
d = defaultdict(list)
for row in data:
    d[row["species"]].append(row)

# render graph
xy_chart = pygal.XY(stroke=False)
xy_chart.title = "Correlation"
for species, rows in d.items():
    xy_chart.add(species, [(row["sepalWidth"], row["sepalLength"]) for row in rows])

print(xy_chart.render(is_unicode=True))

01iris.svg

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class="">4.4</text><title>4.4</title></g></g><g class="series serie-0 color-0" /><g class="series serie-1 color-1" /><g class="series serie-2 color-2" /></g><g class="titles"><text x="400.0" y="26" class="title plot_title">Correlation</text></g><g transform="translate(154, 46)" class="plot overlay"><g class="series serie-0 color-0"><g class="dots"><circle cx="388.2403846153845" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.5: 5.1</desc><desc class="x left top">388.2403846153845</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="262.83974358974353" cy="421.74358974358967" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 4.9</desc><desc class="x top">262.83974358974353</desc><desc class="y top">421.74358974358967</desc></g><g class="dots"><circle cx="313.0" cy="449.2008547008547" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 4.7</desc><desc class="x top">313.0</desc><desc class="y top">449.2008547008547</desc></g><g class="dots"><circle cx="287.9198717948718" cy="462.9294871794872" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.1: 4.6</desc><desc class="x top">287.9198717948718</desc><desc class="y top">462.9294871794872</desc></g><g class="dots"><circle cx="413.3205128205128" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.6: 5</desc><desc class="x left top">413.3205128205128</desc><desc class="y left top">408.0149572649573</desc></g><g class="dots"><circle cx="488.5608974358973" cy="353.10042735042725" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.9: 5.4</desc><desc class="x left top">488.5608974358973</desc><desc class="y left top">353.10042735042725</desc></g><g class="dots"><circle cx="363.16025641025635" cy="462.9294871794872" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 4.6</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">462.9294871794872</desc></g><g class="dots"><circle cx="363.16025641025635" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 5</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">408.0149572649573</desc></g><g class="dots"><circle cx="237.75961538461533" cy="490.3867521367521" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.9: 4.4</desc><desc class="x top">237.75961538461533</desc><desc class="y top">490.3867521367521</desc></g><g class="dots"><circle cx="287.9198717948718" cy="421.74358974358967" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.1: 4.9</desc><desc class="x top">287.9198717948718</desc><desc class="y top">421.74358974358967</desc></g><g class="dots"><circle cx="438.400641025641" cy="353.10042735042725" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.7: 5.4</desc><desc class="x left top">438.400641025641</desc><desc class="y left top">353.10042735042725</desc></g><g class="dots"><circle cx="363.16025641025635" cy="435.47222222222223" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 4.8</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">435.47222222222223</desc></g><g class="dots"><circle cx="262.83974358974353" cy="435.47222222222223" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 4.8</desc><desc class="x top">262.83974358974353</desc><desc class="y top">435.47222222222223</desc></g><g class="dots"><circle cx="262.83974358974353" cy="504.1153846153846" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 4.3</desc><desc class="x top">262.83974358974353</desc><desc class="y top">504.1153846153846</desc></g><g class="dots"><circle cx="513.6410256410255" cy="298.18589743589746" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">4: 5.8</desc><desc class="x left top">513.6410256410255</desc><desc class="y left top">298.18589743589746</desc></g><g class="dots"><circle cx="613.9615384615385" cy="311.9145299145299" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">4.4: 5.7</desc><desc class="x left top">613.9615384615385</desc><desc class="y left top">311.9145299145299</desc></g><g class="dots"><circle cx="488.5608974358973" cy="353.10042735042725" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.9: 5.4</desc><desc class="x left top">488.5608974358973</desc><desc class="y left top">353.10042735042725</desc></g><g class="dots"><circle cx="388.2403846153845" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.5: 5.1</desc><desc class="x left top">388.2403846153845</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="463.4807692307691" cy="311.9145299145299" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.8: 5.7</desc><desc class="x left top">463.4807692307691</desc><desc class="y left top">311.9145299145299</desc></g><g class="dots"><circle cx="463.4807692307691" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.8: 5.1</desc><desc class="x left top">463.4807692307691</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="363.16025641025635" cy="353.10042735042725" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 5.4</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">353.10042735042725</desc></g><g class="dots"><circle cx="438.400641025641" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.7: 5.1</desc><desc class="x left top">438.400641025641</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="413.3205128205128" cy="462.9294871794872" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.6: 4.6</desc><desc class="x left top">413.3205128205128</desc><desc class="y left top">462.9294871794872</desc></g><g class="dots"><circle cx="338.0801282051281" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.3: 5.1</desc><desc class="x left top">338.0801282051281</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="363.16025641025635" cy="435.47222222222223" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 4.8</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">435.47222222222223</desc></g><g class="dots"><circle cx="262.83974358974353" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 5</desc><desc class="x top">262.83974358974353</desc><desc class="y top">408.0149572649573</desc></g><g class="dots"><circle cx="363.16025641025635" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 5</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">408.0149572649573</desc></g><g class="dots"><circle cx="388.2403846153845" cy="380.55769230769226" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.5: 5.2</desc><desc class="x left top">388.2403846153845</desc><desc class="y left top">380.55769230769226</desc></g><g class="dots"><circle cx="363.16025641025635" cy="380.55769230769226" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 5.2</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">380.55769230769226</desc></g><g class="dots"><circle cx="313.0" cy="449.2008547008547" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 4.7</desc><desc class="x top">313.0</desc><desc class="y top">449.2008547008547</desc></g><g class="dots"><circle cx="287.9198717948718" cy="435.47222222222223" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.1: 4.8</desc><desc class="x top">287.9198717948718</desc><desc class="y top">435.47222222222223</desc></g><g class="dots"><circle cx="363.16025641025635" cy="353.10042735042725" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 5.4</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">353.10042735042725</desc></g><g class="dots"><circle cx="538.7211538461537" cy="380.55769230769226" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">4.1: 5.2</desc><desc class="x left top">538.7211538461537</desc><desc class="y left top">380.55769230769226</desc></g><g class="dots"><circle cx="563.801282051282" cy="339.37179487179486" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">4.2: 5.5</desc><desc class="x left top">563.801282051282</desc><desc class="y left top">339.37179487179486</desc></g><g class="dots"><circle cx="287.9198717948718" cy="421.74358974358967" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.1: 4.9</desc><desc class="x top">287.9198717948718</desc><desc class="y top">421.74358974358967</desc></g><g class="dots"><circle cx="313.0" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 5</desc><desc class="x top">313.0</desc><desc class="y top">408.0149572649573</desc></g><g class="dots"><circle cx="388.2403846153845" cy="339.37179487179486" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.5: 5.5</desc><desc class="x left top">388.2403846153845</desc><desc class="y left top">339.37179487179486</desc></g><g class="dots"><circle cx="413.3205128205128" cy="421.74358974358967" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.6: 4.9</desc><desc class="x left top">413.3205128205128</desc><desc class="y left top">421.74358974358967</desc></g><g class="dots"><circle cx="262.83974358974353" cy="490.3867521367521" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 4.4</desc><desc class="x top">262.83974358974353</desc><desc class="y top">490.3867521367521</desc></g><g class="dots"><circle cx="363.16025641025635" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.4: 5.1</desc><desc class="x left top">363.16025641025635</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="388.2403846153845" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.5: 5</desc><desc class="x left top">388.2403846153845</desc><desc class="y left top">408.0149572649573</desc></g><g class="dots"><circle cx="87.2788461538461" cy="476.65811965811963" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.3: 4.5</desc><desc class="x top">87.2788461538461</desc><desc class="y top">476.65811965811963</desc></g><g class="dots"><circle cx="313.0" cy="490.3867521367521" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 4.4</desc><desc class="x top">313.0</desc><desc class="y top">490.3867521367521</desc></g><g class="dots"><circle cx="388.2403846153845" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.5: 5</desc><desc class="x left top">388.2403846153845</desc><desc class="y left top">408.0149572649573</desc></g><g class="dots"><circle cx="463.4807692307691" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.8: 5.1</desc><desc class="x left top">463.4807692307691</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="262.83974358974353" cy="435.47222222222223" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 4.8</desc><desc class="x top">262.83974358974353</desc><desc class="y top">435.47222222222223</desc></g><g class="dots"><circle cx="463.4807692307691" cy="394.2863247863248" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.8: 5.1</desc><desc class="x left top">463.4807692307691</desc><desc class="y left top">394.2863247863248</desc></g><g class="dots"><circle cx="313.0" cy="462.9294871794872" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 4.6</desc><desc class="x top">313.0</desc><desc class="y top">462.9294871794872</desc></g><g class="dots"><circle cx="438.400641025641" cy="366.8290598290598" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.7: 5.3</desc><desc class="x left top">438.400641025641</desc><desc class="y left top">366.8290598290598</desc></g><g class="dots"><circle cx="338.0801282051281" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.3: 5</desc><desc class="x left top">338.0801282051281</desc><desc class="y left top">408.0149572649573</desc></g></g><g class="series serie-1 color-1"><g class="dots"><circle cx="313.0" cy="133.44230769230768" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 7</desc><desc class="x ">313.0</desc><desc class="y ">133.44230769230768</desc></g><g class="dots"><circle cx="313.0" cy="215.81410256410254" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 6.4</desc><desc class="x ">313.0</desc><desc class="y ">215.81410256410254</desc></g><g class="dots"><circle cx="287.9198717948718" cy="147.17094017094013" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.1: 6.9</desc><desc class="x ">287.9198717948718</desc><desc class="y ">147.17094017094013</desc></g><g class="dots"><circle cx="87.2788461538461" cy="339.37179487179486" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.3: 5.5</desc><desc class="x top">87.2788461538461</desc><desc class="y top">339.37179487179486</desc></g><g class="dots"><circle cx="212.67948717948713" cy="202.0854700854701" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.8: 6.5</desc><desc class="x ">212.67948717948713</desc><desc class="y ">202.0854700854701</desc></g><g class="dots"><circle cx="212.67948717948713" cy="311.9145299145299" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.8: 5.7</desc><desc class="x top">212.67948717948713</desc><desc class="y top">311.9145299145299</desc></g><g class="dots"><circle cx="338.0801282051281" cy="229.5427350427351" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.3: 6.3</desc><desc class="x left">338.0801282051281</desc><desc class="y left">229.5427350427351</desc></g><g class="dots"><circle cx="112.35897435897434" cy="421.74358974358967" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.4: 4.9</desc><desc class="x top">112.35897435897434</desc><desc class="y top">421.74358974358967</desc></g><g class="dots"><circle cx="237.75961538461533" cy="188.3568376068377" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.9: 6.6</desc><desc class="x ">237.75961538461533</desc><desc class="y ">188.3568376068377</desc></g><g class="dots"><circle cx="187.599358974359" cy="380.55769230769226" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.7: 5.2</desc><desc class="x top">187.599358974359</desc><desc class="y top">380.55769230769226</desc></g><g class="dots"><circle cx="12.038461538461547" cy="408.0149572649573" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2: 5</desc><desc class="x top">12.038461538461547</desc><desc class="y top">408.0149572649573</desc></g><g class="dots"><circle cx="262.83974358974353" cy="284.4572649572649" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 5.9</desc><desc class="x top">262.83974358974353</desc><desc class="y top">284.4572649572649</desc></g><g class="dots"><circle cx="62.19871794871799" cy="270.7286324786325" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.2: 6</desc><desc class="x top">62.19871794871799</desc><desc class="y top">270.7286324786325</desc></g><g class="dots"><circle cx="237.75961538461533" cy="257.00000000000006" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.9: 6.1</desc><desc class="x top">237.75961538461533</desc><desc class="y top">257.00000000000006</desc></g><g class="dots"><circle cx="237.75961538461533" cy="325.64316239316247" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.9: 5.6</desc><desc class="x top">237.75961538461533</desc><desc class="y top">325.64316239316247</desc></g><g class="dots"><circle cx="287.9198717948718" cy="174.62820512820514" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.1: 6.7</desc><desc class="x ">287.9198717948718</desc><desc class="y ">174.62820512820514</desc></g><g class="dots"><circle cx="262.83974358974353" cy="325.64316239316247" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3: 5.6</desc><desc class="x top">262.83974358974353</desc><desc class="y top">325.64316239316247</desc></g><g class="dots"><circle cx="187.599358974359" cy="298.18589743589746" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.7: 5.8</desc><desc class="x top">187.599358974359</desc><desc class="y top">298.18589743589746</desc></g><g class="dots"><circle cx="62.19871794871799" cy="243.2713675213675" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.2: 6.2</desc><desc class="x ">62.19871794871799</desc><desc class="y ">243.2713675213675</desc></g><g class="dots"><circle cx="137.43910256410254" cy="325.64316239316247" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.5: 5.6</desc><desc class="x top">137.43910256410254</desc><desc class="y top">325.64316239316247</desc></g><g class="dots"><circle cx="313.0" cy="284.4572649572649" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">3.2: 5.9</desc><desc class="x top">313.0</desc><desc class="y top">284.4572649572649</desc></g><g class="dots"><circle cx="212.67948717948713" cy="257.00000000000006" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.8: 6.1</desc><desc class="x top">212.67948717948713</desc><desc class="y top">257.00000000000006</desc></g><g class="dots"><circle cx="137.43910256410254" cy="229.5427350427351" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.5: 6.3</desc><desc class="x ">137.43910256410254</desc><desc class="y ">229.5427350427351</desc></g><g class="dots"><circle cx="212.67948717948713" cy="257.00000000000006" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.8: 6.1</desc><desc class="x top">212.67948717948713</desc><desc class="y top">257.00000000000006</desc></g><g class="dots"><circle cx="237.75961538461533" cy="215.81410256410254" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.9: 6.4</desc><desc class="x ">237.75961538461533</desc><desc class="y 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class="dots"><circle cx="162.51923076923077" cy="311.9145299145299" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.6: 5.7</desc><desc class="x top">162.51923076923077</desc><desc class="y top">311.9145299145299</desc></g><g class="dots"><circle cx="112.35897435897434" cy="339.37179487179486" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.4: 5.5</desc><desc class="x top">112.35897435897434</desc><desc class="y top">339.37179487179486</desc></g><g class="dots"><circle cx="112.35897435897434" cy="339.37179487179486" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.4: 5.5</desc><desc class="x top">112.35897435897434</desc><desc class="y top">339.37179487179486</desc></g><g class="dots"><circle cx="187.599358974359" cy="298.18589743589746" r="2.5" class="dot reactive tooltip-trigger" /><desc class="value">2.7: 5.8</desc><desc class="x top">187.599358974359</desc><desc class="y top">298.18589743589746</desc></g><g 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Makefile

SHELL := $(shell which bash)

00:
	python $(shell echo $@*.py)
01:
	python $(shell echo $@*.py) |& tee $(patsubst %.py,%.svg,$(shell echo $@*.py))


setup:
	python -m pip install --no-deps vega_datasets