Series.iloc
danfo.Series.iloc()
Parameters
Type
Description
Default
rows
Array or String slice
Array, string slice, index of row positions boolean mask to filter by.
Examples
.iloc() is primarily integer position based (from 0 to length-1 of the axis).Allowed inputs are:
- An integer, e.g.
5. - A list or array of integers, e.g.
[4, 3, 0]. - A boolean mask. E.g [ true, false, false ]
- A string slice object with ints, e.g.
"1:7"
Note: only **** the start label is included, and the end label is ignored.
.iloc will raiseIndexError if a requested indexer is out-of-bounds.Indexing specific rows by index
Node
Browser
1
const dfd = require("danfojs-node")
2
3
let s = new dfd.Series([12, 34, 2.2, 2, 30, 30, 2.1, 7])
4
s.iloc([0,5]).print()
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1
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Output
1
╔═══╤════╗
2
║ 0 │ 12 ║
3
╟───┼────╢
4
║ 5 │ 30 ║
5
╚═══╧════╝
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Index by a slice of row
The iloc function also accepts string slices of the form [start: end], e.g "[0: 5]". This will return all values from index positions 0 to 4.
Node
Browser
1
const dfd = require("danfojs-node")
2
3
let s = new dfd.Series([12, 34, 2.2, 2, 30, 30, 2.1, 7])
4
s.iloc(["0:5"]).print()
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1
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Output
1
╔═══╤═════╗
2
║ 0 │ 12 ║
3
╟───┼─────╢
4
║ 1 │ 34 ║
5
╟───┼─────╢
6
║ 2 │ 2.2 ║
7
╟───┼─────╢
8
║ 3 │ 2 ║
9
╟───┼─────╢
10
║ 4 │ 30 ║
11
╚═══╧═════╝
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By specifying a start index in a slice, all values after that index are returned.
Node
Browser
1
const dfd = require("danfojs-node")
2
3
let s = new dfd.Series([12, 34, 2.2, 2, 30, 30, 2.1, 7])
4
s.iloc(["5:"]).print()
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1
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Output
1
╔═══╤═════╗
2
║ 5 │ 30 ║
3
╟───┼─────╢
4
║ 6 │ 2.1 ║
5
╟───┼─────╢
6
║ 7 │ 7 ║
7
╚═══╧═════╝
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Slice Series by boolean condition
Node
1
const dfd = require("danfojs-node")
2
3
let s = new dfd.Series([12, 34, 2.2, 2, 30, 30, 2.1, 7])
4
s.iloc(s.gt(20)).print()
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1
╔═══╤════╗
2
║ 1 │ 34 ║
3
╟───┼────╢
4
║ 4 │ 30 ║
5
╟───┼────╢
6
║ 5 │ 30 ║
7
╚═══╧════╝
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Last modified 3mo ago