DataFrame.applyMap
Apply a function to a Dataframe values element-wise.
danfo.DataFrame.applyMap(callable, options)
Parameters | Type | Description | Default |
|---|---|---|---|
callable | Function | Function to apply to each column or row | |
options | Object | axis: 0 or 1. If 0, compute the power column-wise, if 1, row-wise | {axis: 1} |
Note that the specified function passed to applyMap will be called with each element in the DataFrame. If you need to apply a function across an axis, then use the apply function.
Node
Browser
const dfd = require("danfojs-node")
let data = {
short_name: ["NG", "GH", "EGY", "SA"],
long_name: ["Nigeria", "Ghana", "Eqypt", "South Africa"]
}
let df = new dfd.DataFrame(data)
function lower(x) {
return `${x}`.toLowerCase()
}
let df_new = df.apply_map(lower)
df_new.print()
Output
╔════════════╤═══════════════════╤═══════════════════╗
║ │ short_name │ long_name ║
╟────────────┼───────────────────┼───────────────────╢
║ 0 │ ng │ nigeria ║
╟────────────┼───────────────────┼───────────────────╢
║ 1 │ gh │ ghana ║
╟────────────┼───────────────────┼───────────────────╢
║ 2 │ egy │ eqypt ║
╟────────────┼───────────────────┼───────────────── ──╢
║ 3 │ sa │ south africa ║
╚════════════╧═══════════════════╧═══════════════════╝
Last modified 1yr ago