#statistics

Cosine Similarity (Bag of Words Approach)

Cosine Similarity is a measure of the similarity between two non-zero vectors of an inner product space. It is useful in determining just how similar two datasets are. Fundamentally it does not factor in the magnitude of the vectors; it only calculates the angular distance between them.

This calculator can be used to calculate the Cosine distance between:

  1. Two comma-separated datasets made up of numerals e.g. Dataset A = { 0, 1, 2, 3, ... n } and Dataset B = { 100, 110, 120, ... k } or,
  2. Two strings e.g Dataset A = 'Far far away, behind the word mountains, far from the countries Vokalia and Consonantia', and Dataset B = 'Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.'

NB: The datasets are converted into vectors internally before calculation i.e. this calculator uses the "Bag of Words" approach to vectorize the datasets before calculation.

NB: To calculate the Cosine Similarity of two vectors use this calculator.

Result

Activity

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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16 Jul, 3:43 PM
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15 43 16 Jul

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jul, 10:06 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jul, 9:58 PM
13 Jul, 9:58 PM
21 58 13 Jul

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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12 Jul, 2:59 PM
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14 59 12 Jul

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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12 Jul, 1:28 PM
12 Jul, 1:28 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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10 Jul, 11:34 AM
10 Jul, 11:34 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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08 Jul, 5:03 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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07 Jul, 1:26 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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05 Jul, 5:38 AM
05 Jul, 5:38 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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04 Jul, 12:09 PM
04 Jul, 12:09 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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03 Jul, 12:04 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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02 Jul, 10:22 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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01 Jul, 6:41 AM
01 Jul, 6:41 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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01 Jul, 6:36 AM
01 Jul, 6:36 AM
06 36 01 Jul

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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30 Jun, 8:17 PM
30 Jun, 8:17 PM
20 17 30 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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27 Jun, 7:33 PM
27 Jun, 7:33 PM
19 33 27 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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21 Jun, 3:39 PM
21 Jun, 3:39 PM
15 39 21 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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18 Jun, 5:08 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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18 Jun, 5:15 AM
18 Jun, 5:15 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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18 Jun, 2:24 AM
18 Jun, 2:24 AM
02 24 18 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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17 Jun, 3:56 PM
17 Jun, 3:56 PM
15 56 17 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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15 Jun, 12:07 AM
15 Jun, 12:07 AM
00 07 15 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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14 Jun, 3:29 PM
14 Jun, 3:29 PM
15 29 14 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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14 Jun, 5:53 AM
14 Jun, 5:53 AM
05 53 14 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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14 Jun, 5:46 AM
14 Jun, 5:46 AM
05 46 14 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jun, 12:20 PM
13 Jun, 12:20 PM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jun, 10:23 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jun, 10:19 AM
13 Jun, 10:19 AM
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A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jun, 10:18 AM
13 Jun, 10:18 AM
10 18 13 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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13 Jun, 10:13 AM
13 Jun, 10:13 AM
10 13 13 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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12 Jun, 5:48 PM
12 Jun, 5:48 PM
17 48 12 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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12 Jun, 12:31 AM
12 Jun, 12:31 AM
00 31 12 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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11 Jun, 5:50 PM
11 Jun, 5:50 PM
17 50 11 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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11 Jun, 1:55 PM
11 Jun, 1:55 PM
13 55 11 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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11 Jun, 12:49 PM
11 Jun, 12:49 PM
12 49 11 Jun

A visitor has used the Cosine Similarity (Bag of Words) calculator.

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11 Jun, 10:12 AM
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