|
8 | 8 | "source": [ |
9 | 9 | "%matplotlib inline\n", |
10 | 10 | "\n", |
11 | | - "import altair\n", |
| 11 | + "import altair as alt\n", |
12 | 12 | "import pandas as pd\n", |
13 | 13 | "import seaborn as sns\n", |
14 | 14 | "from matplotlib import pyplot\n", |
|
356 | 356 | "source": [ |
357 | 357 | "%%altair\n", |
358 | 358 | "(\n", |
359 | | - " altair.Chart(mpg, title=\"Number of Cars by Make\")\n", |
| 359 | + " alt.Chart(\n", |
| 360 | + " mpg, title=\"Number of Cars by Make\"\n", |
| 361 | + " )\n", |
360 | 362 | " .mark_bar()\n", |
361 | | - " .encode(x=\"count()\", y=altair.Y(\"manufacturer\"))\n", |
| 363 | + " .encode(\n", |
| 364 | + " x=\"count()\", y=alt.Y(\"manufacturer\")\n", |
| 365 | + " )\n", |
362 | 366 | ")" |
363 | 367 | ] |
364 | 368 | }, |
|
472 | 476 | "outputs": [], |
473 | 477 | "source": [ |
474 | 478 | "%%altair\n", |
475 | | - "data = altair.X(\"cty\", bin=altair.Bin(step=2))\n", |
476 | 479 | "(\n", |
477 | | - " altair\n", |
478 | | - " .Chart(mpg)\n", |
| 480 | + " alt.Chart(mpg)\n", |
479 | 481 | " .mark_bar()\n", |
480 | | - " .encode(data, y=\"count()\")\n", |
| 482 | + " .encode(\n", |
| 483 | + " alt.X(\"cty\", bin=alt.Bin(step=2)),\n", |
| 484 | + " y=\"count()\",\n", |
| 485 | + " )\n", |
481 | 486 | ")" |
482 | 487 | ] |
483 | 488 | }, |
|
562 | 567 | "outputs": [], |
563 | 568 | "source": [ |
564 | 569 | "%%altair \n", |
565 | | - "altair.Chart(mpg).mark_circle().encode(\n", |
566 | | - " altair.X(\"displ\", title=\"Engine Displacement in Liters\",),\n", |
567 | | - " altair.Y(\"hwy\", title=\"Highway Miles per Gallon\",),\n", |
568 | | - ").properties(title=\"Engine Displacement in Liters\")" |
| 570 | + "alt.Chart(mpg).mark_circle().encode(\n", |
| 571 | + " alt.X(\n", |
| 572 | + " \"displ\",\n", |
| 573 | + " title=\"Engine Displacement in Liters\",\n", |
| 574 | + " ),\n", |
| 575 | + " alt.Y(\n", |
| 576 | + " \"hwy\",\n", |
| 577 | + " title=\"Highway Miles per Gallon\",\n", |
| 578 | + " ),\n", |
| 579 | + ").properties(\n", |
| 580 | + " title=\"Engine Displacement in Liters\"\n", |
| 581 | + ")" |
569 | 582 | ] |
570 | 583 | }, |
571 | 584 | { |
|
802 | 815 | "source": [ |
803 | 816 | "%%altair \n", |
804 | 817 | "(\n", |
805 | | - " altair.Chart(mpg, title=\"Engine Displacement in Liters vs Highway MPG\",)\n", |
| 818 | + " alt.Chart(\n", |
| 819 | + " mpg,\n", |
| 820 | + " title=\"Engine Displacement in Liters vs Highway MPG\",\n", |
| 821 | + " )\n", |
806 | 822 | " .mark_circle()\n", |
807 | 823 | " .encode(\n", |
808 | | - " altair.X(\"displ\", title=\"Engine Displacament in Liters\",),\n", |
809 | | - " altair.Y(\"hwy\", title=\"Highway MPG\"),\n", |
| 824 | + " alt.X(\n", |
| 825 | + " \"displ\",\n", |
| 826 | + " title=\"Engine Displacament in Liters\",\n", |
| 827 | + " ),\n", |
| 828 | + " alt.Y(\"hwy\", title=\"Highway MPG\"),\n", |
810 | 829 | " color=\"class\",\n", |
811 | 830 | " )\n", |
812 | 831 | ")" |
|
931 | 950 | "source": [ |
932 | 951 | "%%altair\n", |
933 | 952 | "(\n", |
934 | | - " altair.Chart(mpg, title=\"Engine Displacement in Liters vs Highway MPG\",)\n", |
| 953 | + " alt.Chart(\n", |
| 954 | + " mpg,\n", |
| 955 | + " title=\"Engine Displacement in Liters vs Highway MPG\",\n", |
| 956 | + " )\n", |
935 | 957 | " .mark_circle(opacity=0.3)\n", |
936 | 958 | " .encode(\n", |
937 | | - " x=altair.X(\"cty\", axis=altair.Axis(title=\"City MPG\"),),\n", |
938 | | - " y=altair.Y(\"hwy\", axis=altair.Axis(title=\"Highway MPG\"),),\n", |
| 959 | + " x=alt.X(\n", |
| 960 | + " \"cty\",\n", |
| 961 | + " axis=alt.Axis(title=\"City MPG\"),\n", |
| 962 | + " ),\n", |
| 963 | + " y=alt.Y(\n", |
| 964 | + " \"hwy\",\n", |
| 965 | + " axis=alt.Axis(\n", |
| 966 | + " title=\"Highway MPG\"\n", |
| 967 | + " ),\n", |
| 968 | + " ),\n", |
939 | 969 | " size=\"cyl\",\n", |
940 | 970 | " )\n", |
941 | 971 | ")" |
|
1039 | 1069 | "outputs": [], |
1040 | 1070 | "source": [ |
1041 | 1071 | "%%altair \n", |
1042 | | - "altair.Chart(mpg).mark_circle().encode(\n", |
1043 | | - " x=altair.X(\"displ\"), \n", |
1044 | | - " y=altair.Y(\"hwy\"), \n", |
1045 | | - " facet=altair.Facet(\"class:O\", columns=4),\n", |
| 1072 | + "alt.Chart(mpg).mark_circle().encode(\n", |
| 1073 | + " x=alt.X(\"displ\"),\n", |
| 1074 | + " y=alt.Y(\"hwy\"),\n", |
| 1075 | + " facet=alt.Facet(\"class:O\", columns=4),\n", |
1046 | 1076 | ").properties(width=200, height=300)" |
1047 | 1077 | ] |
1048 | 1078 | }, |
|
1278 | 1308 | "source": [ |
1279 | 1309 | "%%altair\n", |
1280 | 1310 | "scatter = (\n", |
1281 | | - " altair.Chart(mpg, \n", |
1282 | | - " title=\"Engine Displacement in Liters vs Highway MPG\",)\n", |
| 1311 | + " alt.Chart(\n", |
| 1312 | + " mpg,\n", |
| 1313 | + " title=\"Engine Displacement in Liters vs Highway MPG\",\n", |
| 1314 | + " )\n", |
1283 | 1315 | " .mark_circle()\n", |
1284 | 1316 | " .encode(\n", |
1285 | | - " x=altair.X(\"displ\", \n", |
1286 | | - " axis=altair.Axis(title=\"Engine Displacament in Liters\"),),\n", |
1287 | | - " y=altair.Y(\"hwy\", \n", |
1288 | | - " axis=altair.Axis(title=\"Highway MPG\"),),\n", |
| 1317 | + " x=alt.X(\n", |
| 1318 | + " \"displ\",\n", |
| 1319 | + " axis=alt.Axis(\n", |
| 1320 | + " title=\"Engine Displacament in Liters\"\n", |
| 1321 | + " ),\n", |
| 1322 | + " ),\n", |
| 1323 | + " y=alt.Y(\n", |
| 1324 | + " \"hwy\",\n", |
| 1325 | + " axis=alt.Axis(\n", |
| 1326 | + " title=\"Highway MPG\"\n", |
| 1327 | + " ),\n", |
| 1328 | + " ),\n", |
1289 | 1329 | " color=\"class\",\n", |
1290 | 1330 | " )\n", |
1291 | 1331 | ")\n", |
1292 | 1332 | "\n", |
1293 | 1333 | "line = (\n", |
1294 | | - " altair.Chart(mpg[mpg[\"class\"] == \"subcompact\"])\n", |
| 1334 | + " alt.Chart(\n", |
| 1335 | + " mpg[mpg[\"class\"] == \"subcompact\"]\n", |
| 1336 | + " )\n", |
1295 | 1337 | " .transform_loess(\"displ\", \"hwy\")\n", |
1296 | 1338 | " .mark_line()\n", |
1297 | | - " .encode(x=altair.X(\"displ\"), \n", |
1298 | | - " y=altair.Y(\"hwy\"))\n", |
| 1339 | + " .encode(x=alt.X(\"displ\"), y=alt.Y(\"hwy\"))\n", |
1299 | 1340 | ")\n", |
1300 | 1341 | "\n", |
1301 | 1342 | "scatter + line" |
|
1423 | 1464 | "outputs": [], |
1424 | 1465 | "source": [ |
1425 | 1466 | "%%altair\n", |
1426 | | - "altair.data_transformers.disable_max_rows()\n", |
1427 | | - "altair.Chart(diamonds).mark_bar().encode(\n", |
| 1467 | + "alt.data_transformers.disable_max_rows()\n", |
| 1468 | + "alt.Chart(diamonds).mark_bar().encode(\n", |
1428 | 1469 | " x=\"cut\", y=\"count(cut)\", color=\"clarity\"\n", |
1429 | 1470 | ").properties(width=300)" |
1430 | 1471 | ] |
|
1512 | 1553 | "outputs": [], |
1513 | 1554 | "source": [ |
1514 | 1555 | "%%altair\n", |
1515 | | - "altair.data_transformers.disable_max_rows()\n", |
1516 | | - "altair.Chart(diamonds).mark_bar().encode(\n", |
| 1556 | + "alt.data_transformers.disable_max_rows()\n", |
| 1557 | + "alt.Chart(diamonds).mark_bar().encode(\n", |
1517 | 1558 | " x=\"clarity\",\n", |
1518 | 1559 | " y=\"count(cut)\",\n", |
1519 | 1560 | " color=\"clarity\",\n", |
|
1687 | 1728 | "outputs": [], |
1688 | 1729 | "source": [ |
1689 | 1730 | "%%altair\n", |
1690 | | - "altair.data_transformers.disable_max_rows()\n", |
1691 | | - "altair.Chart(diamonds).transform_density(\n", |
| 1731 | + "alt.data_transformers.disable_max_rows()\n", |
| 1732 | + "alt.Chart(diamonds).transform_density(\n", |
1692 | 1733 | " \"depth\",\n", |
1693 | 1734 | " as_=[\"depth\", \"density\"],\n", |
1694 | 1735 | " groupby=[\"cut\"],\n", |
|
1809 | 1850 | "outputs": [], |
1810 | 1851 | "source": [ |
1811 | 1852 | "%%altair \n", |
1812 | | - "altair.Chart(ts).mark_line().encode(\n", |
| 1853 | + "alt.Chart(ts).mark_line().encode(\n", |
1813 | 1854 | " x=\"date\", y=\"value\"\n", |
1814 | 1855 | ")" |
1815 | 1856 | ] |
|
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