Series.dropDuplicates
Remove duplicate rows
danfo.Series.dropDuplicates(options)
Parameters
Type
Description
Default
options
Object
keep: "first"
"last", which duplicate value to keep. Defaults to "first".
inplace: Boolean indicating whether to perform the operation in-place or not. Defaults to false
Returns: Series
Examples
Drop duplicate by keeping the first occurrence of the duplicate value
Node
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const dfd = require("danfojs-node")
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let data1 = [10, 45, 56, 10, 23, 20, 10, 10]
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let sf = new dfd.Series(data1)
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let sf_drop = sf.dropDuplicates()
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sf_drop.print()
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Output
1
╔═══╤════╗
2
║ 0 │ 10 ║
3
╟───┼────╢
4
║ 1 │ 45 ║
5
╟───┼────╢
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║ 2 │ 56 ║
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╟───┼────╢
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║ 4 │ 23 ║
9
╟───┼────╢
10
║ 5 │ 20 ║
11
╚═══╧════╝
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Drop duplicate and keep only the last duplicated value
Node
1
const dfd = require("danfojs-node")
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3
let data1 = [10, 45, 56, 10, 23, 20, 10, 10]
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let sf = new dfd.Series(data1)
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let sf_drop = sf.dropDuplicates({ keep: "last" })
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7
sf_drop.print()
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Output
1
╔═══╤════╗
2
║ 1 │ 45 ║
3
╟───┼────╢
4
║ 2 │ 56 ║
5
╟───┼────╢
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║ 4 │ 23 ║
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╟───┼────╢
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║ 5 │ 20 ║
9
╟───┼────╢
10
║ 7 │ 10 ║
11
╚═══╧════╝
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Remove duplicate value in-place
Node
1
const dfd = require("danfojs-node")
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let data1 = ["A", "A", "A", "B", "B", "C", "C", "D"]
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let sf = new dfd.Series(data1)
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sf.dropDuplicates({ inplace: true })
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sf.print()
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Output
1
╔═══╤═══╗
2
║ 0 │ A ║
3
╟───┼───╢
4
║ 3 │ B ║
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╟───┼───╢
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║ 5 │ C ║
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╟───┼───╢
8
║ 7 │ D ║
9
╚═══╧═══╝
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Last modified 4mo ago