Dive Into Datasaurus Dozen: 13 Boxplot-Visualized Datasets
Layout plots help you split data into subsets and create multiple plots within a single chart. This technique allows you to display different views of your data side by side, making it simple to compare trends and patterns across groups. For example, if you are analyzing sales data by region, facets can generate separate plots for each region, providing clearer insights. Learn how using facets can improve your data analysis and storytelling.
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"vars" : ["x","y"]
}
}
// Create the configuration for the graph
var config = {
"graphOrientation" : "vertical",
"graphType" : "Boxplot",
"groupingFactors" : ["dataset"],
"layoutTopology" : "2X1",
"segregateVariablesBy" : ["variable"],
"smpTextRotate" : 45,
"stripBackgroundBorderColor" : "rgb(0,0,0)",
"stripTextColor" : "rgb(0,0,0)",
"xAxis" : ["x","y"]
}
// Event used to create graph (optional)
var events = false
// Call the CanvasXpress function to create the graph
var cX = new CanvasXpress("canvasId", data, config, events);
</script>
</body>
</html>
library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-datasaurus2-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
x=read.table("https://www.canvasxpress.org/data/r/cX-datasaurus2-smp.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
smpAnnot=x,
graphOrientation="vertical",
graphType="Boxplot",
groupingFactors=list("dataset"),
layoutTopology="2X1",
segregateVariablesBy=list("variable"),
smpTextRotate=45,
stripBackgroundBorderColor="rgb(0,0,0)",
stripTextColor="rgb(0,0,0)",
xAxis=list("x", "y")
)
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import show_in_browser
if __name__ == "__main__":
# Define the chart with its data and configuration
chart: CanvasXpress = CanvasXpress(
render_to = "layout17",
data = {
"x": {
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"R513", "R514", "R515", "R516", "R517", "R518", "R519", "R520", "R521", "R522", "R523", "R524", "R525", "R526", "R527", "R528", "R529", "R530", "R531", "R532", "R533", "R534", "R535", "R536", "R537", "R538", "R539", "R540", "R541", "R542", "R543", "R544", "R545", "R546", "R547", "R548", "R549", "R550", "R551", "R552", "R553", "R554", "R555", "R556", "R557", "R558", "R559", "R560", "R561", "R562", "R563", "R564", "R565", "R566", "R567", "R568", "R569", "R570", "R571", "R572", "R573", "R574", "R575", "R576", "R577", "R578", "R579", "R580", "R581", "R582", "R583", "R584", "R585", "R586", "R587", "R588", "R589", "R590", "R591", "R592", "R593", "R594", "R595", "R596", "R597", "R598", "R599", "R600", "R601", "R602", "R603", "R604", "R605", "R606", "R607", "R608", "R609", "R610", "R611", "R612", "R613", "R614", "R615", "R616", "R617", "R618", "R619", "R620", "R621", "R622", "R623", "R624", "R625", "R626", "R627", "R628", "R629", "R630", "R631", "R632", "R633", "R634", "R635", "R636", "R637", "R638", "R639", "R640", "R641", "R642", "R643", "R644", "R645", "R646", "R647", "R648", "R649", "R650", "R651", "R652", "R653", "R654", "R655", "R656", "R657", "R658", "R659", "R660", "R661", "R662", "R663", "R664", "R665", "R666", "R667", "R668", "R669", "R670", "R671", "R672", "R673", "R674", "R675", "R676", "R677", "R678", "R679", "R680", "R681", "R682", "R683", "R684", "R685", "R686", "R687", "R688", "R689", "R690", "R691", "R692", "R693", "R694", "R695", "R696", "R697", "R698", "R699", "R700", "R701", "R702", "R703", "R704", "R705", "R706", "R707", "R708", "R709", "R710", "R711", "R712", "R713", "R714", "R715", "R716", "R717", "R718", "R719", "R720", "R721", "R722", "R723", "R724", "R725", "R726", "R727", "R728", "R729", "R730", "R731", "R732", "R733", "R734", "R735", "R736", "R737", "R738", "R739", "R740", "R741", "R742", "R743", "R744", "R745", "R746", "R747", "R748", "R749", "R750", "R751", "R752", "R753", "R754", "R755", "R756", "R757", "R758", "R759", "R760", "R761", "R762", "R763", "R764", "R765", "R766", "R767", "R768", "R769", "R770", "R771", "R772", "R773", "R774", "R775", "R776", "R777", "R778", "R779", "R780", "R781", "R782", "R783", "R784", "R785", "R786", "R787", "R788", "R789", "R790", "R791", "R792", "R793", "R794", "R795", "R796", "R797", "R798", "R799", "R800", "R801", "R802", "R803", "R804", "R805", "R806", "R807", "R808", "R809", "R810", "R811", "R812", "R813", "R814", "R815", "R816", "R817", "R818", "R819", "R820", "R821", "R822", "R823", "R824", "R825", "R826", "R827", "R828", "R829", "R830", "R831", "R832", "R833", "R834", "R835", "R836", "R837", "R838", "R839", "R840", "R841", "R842", "R843", "R844", "R845", "R846", "R847", "R848", "R849", "R850", "R851", "R852", "R853", "R854", "R855", "R856", "R857", "R858", "R859", "R860", "R861", "R862", "R863", "R864", "R865", "R866", "R867", "R868", "R869", "R870", "R871", "R872", "R873", "R874", "R875", "R876", "R877", "R878", "R879", "R880", "R881", "R882", "R883", "R884", "R885", "R886", "R887", "R888", "R889", "R890", "R891", "R892", "R893", "R894", "R895", "R896", "R897", "R898", "R899", "R900", "R901", "R902", "R903", "R904", "R905", "R906", "R907", "R908", "R909", "R910", "R911", "R912", "R913", "R914", "R915", "R916", "R917", "R918", "R919", "R920", "R921", "R922", "R923", "R924", "R925", "R926", "R927", "R928", "R929", "R930", "R931", "R932", "R933", "R934", "R935", "R936", "R937", "R938", "R939", "R940", "R941", "R942", "R943", "R944", "R945", "R946", "R947", "R948", "R949", "R950", "R951", "R952", "R953", "R954", "R955", "R956", "R957", "R958", "R959", "R960", "R961", "R962", "R963", "R964", "R965", "R966", "R967", "R968", "R969", "R970", "R971", "R972", "R973", "R974", "R975", "R976", "R977", "R978", "R979", "R980", "R981", "R982", "R983", "R984", "R985", "R986", "R987", "R988", "R989", "R990", "R991", "R992", "R993", "R994", "R995", "R996", "R997", "R998", "R999", "R1000", "R1001", "R1002", "R1003", "R1004", "R1005", "R1006", "R1007", "R1008", "R1009", "R1010", "R1011", "R1012", "R1013", "R1014", "R1015", "R1016", "R1017", "R1018", "R1019", "R1020", "R1021", "R1022", "R1023", "R1024", "R1025", "R1026", "R1027", "R1028", "R1029", "R1030", "R1031", "R1032", "R1033", "R1034", "R1035", "R1036", "R1037", "R1038", "R1039", "R1040", "R1041", "R1042", "R1043", "R1044", "R1045", "R1046", "R1047", "R1048", "R1049", "R1050", "R1051", "R1052", "R1053", "R1054", "R1055", "R1056", "R1057", "R1058", "R1059", "R1060", "R1061", "R1062", "R1063", "R1064", "R1065", "R1066", "R1067", "R1068", "R1069", "R1070", "R1071", "R1072", "R1073", "R1074", "R1075", "R1076", "R1077", "R1078", "R1079", "R1080", "R1081", "R1082", "R1083", "R1084", "R1085", "R1086", "R1087", "R1088", "R1089", "R1090", "R1091", "R1092", "R1093", "R1094", "R1095", "R1096", "R1097", "R1098", "R1099", "R1100", "R1101", "R1102", "R1103", "R1104", "R1105", "R1106", "R1107", "R1108", "R1109", "R1110", "R1111", "R1112", "R1113", "R1114", "R1115", "R1116", "R1117", "R1118", "R1119", "R1120", "R1121", "R1122", "R1123", "R1124", "R1125", "R1126", "R1127", "R1128", "R1129", "R1130", "R1131", "R1132", "R1133", "R1134", "R1135", "R1136", "R1137", "R1138", "R1139", "R1140", "R1141", "R1142", "R1143", "R1144", "R1145", "R1146", "R1147", "R1148", "R1149", "R1150", "R1151", "R1152", "R1153", "R1154", "R1155", "R1156", "R1157", "R1158", "R1159", "R1160", "R1161", "R1162", "R1163", "R1164", "R1165", "R1166", "R1167", "R1168", "R1169", "R1170", "R1171", "R1172", "R1173", "R1174", "R1175", "R1176", "R1177", "R1178", "R1179", "R1180", "R1181", "R1182", "R1183", "R1184", "R1185", "R1186", "R1187", "R1188", "R1189", "R1190", "R1191", "R1192", "R1193", "R1194", "R1195", "R1196", "R1197", "R1198", "R1199", "R1200", "R1201", "R1202", "R1203", "R1204", "R1205", "R1206", "R1207", "R1208", "R1209", "R1210", "R1211", "R1212", "R1213", "R1214", "R1215", "R1216", "R1217", "R1218", "R1219", "R1220", "R1221", "R1222", "R1223", "R1224", "R1225", "R1226", "R1227", "R1228", "R1229", "R1230", "R1231", "R1232", "R1233", "R1234", "R1235", "R1236", "R1237", "R1238", "R1239", "R1240", "R1241", "R1242", "R1243", "R1244", "R1245", "R1246", "R1247", "R1248", "R1249", "R1250", "R1251", "R1252", "R1253", "R1254", "R1255", "R1256", "R1257", "R1258", "R1259", "R1260", "R1261", "R1262", "R1263", "R1264", "R1265", "R1266", "R1267", "R1268", "R1269", "R1270", "R1271", "R1272", "R1273", "R1274", "R1275", "R1276", "R1277", "R1278", "R1279", "R1280", "R1281", "R1282", "R1283", "R1284", "R1285", "R1286", "R1287", "R1288", "R1289", "R1290", "R1291", "R1292", "R1293", "R1294", "R1295", "R1296", "R1297", "R1298", "R1299", "R1300", "R1301", "R1302", "R1303", "R1304", "R1305", "R1306", "R1307", "R1308", "R1309", "R1310", "R1311", "R1312", "R1313", "R1314", "R1315", "R1316", "R1317", "R1318", "R1319", "R1320", "R1321", "R1322", "R1323", "R1324", "R1325", "R1326", "R1327", "R1328", "R1329", "R1330", "R1331", "R1332", "R1333", "R1334", "R1335", "R1336", "R1337", "R1338", "R1339", "R1340", "R1341", "R1342", "R1343", "R1344", "R1345", "R1346", "R1347", "R1348", "R1349", "R1350", "R1351", "R1352", "R1353", "R1354", "R1355", "R1356", "R1357", "R1358", "R1359", "R1360", "R1361", "R1362", "R1363", "R1364", "R1365", "R1366", "R1367", "R1368", "R1369", "R1370", "R1371", "R1372", "R1373", "R1374", "R1375", "R1376", "R1377", "R1378", "R1379", "R1380", "R1381", "R1382", "R1383", "R1384", "R1385", "R1386", "R1387", "R1388", "R1389", "R1390", "R1391", "R1392", "R1393", "R1394", "R1395", "R1396", "R1397", "R1398", "R1399", "R1400", "R1401", "R1402", "R1403", "R1404", "R1405", "R1406", "R1407", "R1408", "R1409", "R1410", "R1411", "R1412", "R1413", "R1414", "R1415", "R1416", "R1417", "R1418", "R1419", "R1420", "R1421", "R1422", "R1423", "R1424", "R1425", "R1426", "R1427", "R1428", "R1429", "R1430", "R1431", "R1432", "R1433", "R1434", "R1435", "R1436", "R1437", "R1438", "R1439", "R1440", "R1441", "R1442", "R1443", "R1444", "R1445", "R1446", "R1447", "R1448", "R1449", "R1450", "R1451", "R1452", "R1453", "R1454", "R1455", "R1456", "R1457", "R1458", "R1459", "R1460", "R1461", "R1462", "R1463", "R1464", "R1465", "R1466", "R1467", "R1468", "R1469", "R1470", "R1471", "R1472", "R1473", "R1474", "R1475", "R1476", "R1477", "R1478", "R1479", "R1480", "R1481", "R1482", "R1483", "R1484", "R1485", "R1486", "R1487", "R1488", "R1489", "R1490", "R1491", "R1492", "R1493", "R1494", "R1495", "R1496", "R1497", "R1498", "R1499", "R1500", "R1501", "R1502", "R1503", "R1504", "R1505", "R1506", "R1507", "R1508", "R1509", "R1510", "R1511", "R1512", "R1513", "R1514", "R1515", "R1516", "R1517", "R1518", "R1519", "R1520", "R1521", "R1522", "R1523", "R1524", "R1525", "R1526", "R1527", "R1528", "R1529", "R1530", "R1531", "R1532", "R1533", "R1534", "R1535", "R1536", "R1537", "R1538", "R1539", "R1540", "R1541", "R1542", "R1543", "R1544", "R1545", "R1546", "R1547", "R1548", "R1549", "R1550", "R1551", "R1552", "R1553", "R1554", "R1555", "R1556", "R1557", "R1558", "R1559", "R1560", "R1561", "R1562", "R1563", "R1564", "R1565", "R1566", "R1567", "R1568", "R1569", "R1570", "R1571", "R1572", "R1573", "R1574", "R1575", "R1576", "R1577", "R1578", "R1579", "R1580", "R1581", "R1582", "R1583", "R1584", "R1585", "R1586", "R1587", "R1588", "R1589", "R1590", "R1591", "R1592", "R1593", "R1594", "R1595", "R1596", "R1597", "R1598", "R1599", "R1600", "R1601", "R1602", "R1603", "R1604", "R1605", "R1606", "R1607", "R1608", "R1609", "R1610", "R1611", "R1612", "R1613", "R1614", "R1615", "R1616", "R1617", "R1618", "R1619", "R1620", "R1621", "R1622", "R1623", "R1624", "R1625", "R1626", "R1627", "R1628", "R1629", "R1630", "R1631", "R1632", "R1633", "R1634", "R1635", "R1636", "R1637", "R1638", "R1639", "R1640", "R1641", "R1642", "R1643", "R1644", "R1645", "R1646", "R1647", "R1648", "R1649", "R1650", "R1651", "R1652", "R1653", "R1654", "R1655", "R1656", "R1657", "R1658", "R1659", "R1660", "R1661", "R1662", "R1663", "R1664", "R1665", "R1666", "R1667", "R1668", "R1669", "R1670", "R1671", "R1672", "R1673", "R1674", "R1675", "R1676", "R1677", "R1678", "R1679", "R1680", "R1681", "R1682", "R1683", "R1684", "R1685", "R1686", "R1687", "R1688", "R1689", "R1690", "R1691", "R1692", "R1693", "R1694", "R1695", "R1696", "R1697", "R1698", "R1699", "R1700", "R1701", "R1702", "R1703", "R1704", "R1705", "R1706", "R1707", "R1708", "R1709", "R1710", "R1711", "R1712", "R1713", "R1714", "R1715", "R1716", "R1717", "R1718", "R1719", "R1720", "R1721", "R1722", "R1723", "R1724", "R1725", "R1726", "R1727", "R1728", "R1729", "R1730", "R1731", "R1732", "R1733", "R1734", "R1735", "R1736", "R1737", "R1738", "R1739", "R1740", "R1741", "R1742", "R1743", "R1744", "R1745", "R1746", "R1747", "R1748", "R1749", "R1750", "R1751", "R1752", "R1753", "R1754", "R1755", "R1756", "R1757", "R1758", "R1759", "R1760", "R1761", "R1762", "R1763", "R1764", "R1765", "R1766", "R1767", "R1768", "R1769", "R1770", "R1771", "R1772", "R1773", "R1774", "R1775", "R1776", "R1777", "R1778", "R1779", "R1780", "R1781", "R1782", "R1783", "R1784", "R1785", "R1786", "R1787", "R1788", "R1789", "R1790", "R1791", "R1792", "R1793", "R1794", "R1795", "R1796", "R1797", "R1798", "R1799", "R1800", "R1801", "R1802", "R1803", "R1804", "R1805", "R1806", "R1807", "R1808", "R1809", "R1810", "R1811", "R1812", "R1813", "R1814", "R1815", "R1816", "R1817", "R1818", "R1819", "R1820", "R1821", "R1822", "R1823", "R1824", "R1825", "R1826", "R1827", "R1828", "R1829", "R1830", "R1831", "R1832", "R1833", "R1834", "R1835", "R1836", "R1837", "R1838", "R1839", "R1840", "R1841", "R1842", "R1843", "R1844", "R1845", "R1846"],
"vars": ["x", "y"]
}
},
config = {
"graphOrientation": "vertical",
"graphType": "Boxplot",
"groupingFactors": ["dataset"],
"layoutTopology": "2X1",
"segregateVariablesBy": ["variable"],
"smpTextRotate": 45,
"stripBackgroundBorderColor": "rgb(0,0,0)",
"stripTextColor": "rgb(0,0,0)",
"xAxis": ["x", "y"]
},
width = 600,
height = 600
)
# Display the chart in its own Web page
show_in_browser(chart)
Run this notebook:
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph
graph(
CanvasXpress(
render_to = "layout17",
data = {
"x": {
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}
},
config = {
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