dedupe

A python library for accurate and scaleable data deduplication and entity-resolution

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Project description

dedupe is a library that uses machine learning to perform de-duplication and entity resolution quickly on structured data.

dedupe will help you:

remove duplicate entries from a spreadsheet of names and addresses
link a list with customer information to another with order history, even without unique customer id’s
take a database of campaign contributions and figure out which ones were made by the same person, even if the names were entered slightly differently for each record

dedupe takes in human training data and comes up with the best rules for your dataset to quickly and automatically find similar records, even with very large databases.

Important links:

Documentation: https://dedupe.readthedocs.io/
Repository: https://github.com/datamade/dedupe
Issues: https://github.com/datamade/dedupe/issues
Mailing list: https://groups.google.com/forum/#!forum/open-source-deduplication
IRC channel, #dedupe on irc.freenode.net
Examples: https://github.com/datamade/dedupe-examples

Project details

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Release history Release notifications | RSS feed

3.0.3

Aug 15, 2024

3.0.2

Jul 3, 2024

3.0.1

Jul 1, 2024

3.0.0

Jun 27, 2024

2.0.24

Jun 27, 2024

2.0.23

Feb 17, 2023

2.0.22

Jan 18, 2023

2.0.21

Jan 17, 2023

2.0.20

Dec 11, 2022

2.0.19

Oct 10, 2022

2.0.18

Sep 14, 2022

2.0.17

Jul 6, 2022

2.0.16

Jun 11, 2022

2.0.15

May 21, 2022

2.0.14

Apr 20, 2022

2.0.13

Feb 3, 2022

2.0.12

Feb 3, 2022

2.0.11

Jan 27, 2022

2.0.10

Jan 26, 2022

2.0.9

Jan 21, 2022

2.0.8

Apr 17, 2021

2.0.7

Feb 28, 2021

2.0.6

Sep 6, 2020

2.0.5

Sep 2, 2020

2.0.4

Aug 13, 2020

2.0.3

May 26, 2020

2.0.2

Apr 24, 2020

2.0.0

Mar 9, 2020

1.10.0

Jan 8, 2020

1.9.9

Aug 9, 2019

1.9.8

Jul 27, 2019

1.9.7

May 12, 2019

1.9.6

Mar 27, 2019

1.9.5

Mar 20, 2019

1.9.4

Nov 29, 2018

1.9.3

Sep 13, 2018

1.9.2

Apr 4, 2018

1.9.1

Feb 12, 2018

1.9.0

Feb 11, 2018

1.8.2

Dec 27, 2017

1.8.1

Nov 6, 2017

1.8.0

Oct 24, 2017

1.8.0.dev1 pre-release

Oct 20, 2017

1.7.9

Sep 25, 2017

1.7.8

Sep 14, 2017

1.7.7

Aug 31, 2017

1.7.5

Jul 31, 2017

1.7.4

Jul 22, 2017

1.7.3

Jul 21, 2017

1.7.2

Jul 21, 2017

1.7.1

Jul 19, 2017

1.7.0

Jul 9, 2017

1.6.17

Jul 6, 2017

1.6.16

Jul 6, 2017

1.6.15

Jun 5, 2017

1.6.14

Jun 1, 2017

1.6.13

May 12, 2017

1.6.12

May 3, 2017

1.6.11

May 1, 2017

1.6.10

Apr 25, 2017

1.6.9

Apr 21, 2017

1.6.8

Apr 20, 2017

1.6.7

Mar 31, 2017

1.6.6

Mar 31, 2017

This version

1.6.5

Mar 9, 2017

1.6.4

Mar 9, 2017

1.6.3

Mar 8, 2017

1.6.2

Feb 28, 2017

1.6.1

Jan 17, 2017

1.6.0

Jan 7, 2017

1.5.6

Nov 28, 2016

1.5.5

Nov 12, 2016

1.5.4

Nov 2, 2016

1.5.3

Oct 25, 2016

1.5.2

Oct 25, 2016

1.5.1

Oct 24, 2016

1.5.0

Oct 20, 2016

1.4.15

Jul 13, 2016

1.4.14

Jun 19, 2016

1.4.13

Jun 15, 2016

1.4.12.1

Jan 17, 2017

1.4.12

May 17, 2016

1.4.11

May 11, 2016

1.4.10

May 8, 2016

1.4.9

Apr 28, 2016

1.4.8

Apr 28, 2016

1.4.7

Apr 28, 2016

1.4.6

Apr 26, 2016

1.4.5

Apr 26, 2016

1.4.4

Apr 25, 2016

1.4.3

Apr 13, 2016

1.4.2

Apr 13, 2016

1.4.1

Apr 13, 2016

1.4.0

Mar 31, 2016

1.3.8

Mar 14, 2016

1.3.7

Mar 9, 2016

1.3.6

Mar 2, 2016

1.3.5

Mar 2, 2016

1.3.4

Mar 2, 2016

1.3.3

Mar 2, 2016

1.3.2

Mar 2, 2016

1.3.1

Feb 25, 2016

1.3.0

Feb 25, 2016

1.2.8

Feb 25, 2016

1.2.7

Feb 24, 2016

1.2.6

Feb 23, 2016

1.2.5

Feb 23, 2016

1.2.4

Feb 13, 2016

1.2.3

Jan 4, 2016

1.2.2

Dec 1, 2015

1.2.1

Dec 1, 2015

1.2.0

Nov 30, 2015

1.1.4

Oct 12, 2015

1.1.3

Oct 12, 2015

1.1.2

Oct 1, 2015

1.1.1

Sep 19, 2015

1.1.0

Aug 29, 2015

1.0.2

Aug 24, 2015

1.0.1

Aug 19, 2015

1.0.0

Aug 18, 2015

1.0.0rc2 pre-release

Jul 16, 2015

1.0.0rc1 pre-release

Jun 13, 2015

0.8.0.1.7

May 22, 2015

0.8.0.1.6

May 6, 2015

0.8.0.1.5

Apr 28, 2015

0.8.0.1.4

Apr 27, 2015

0.8.0.1.3

Apr 27, 2015

0.8.0.1.1

Apr 16, 2015

0.8.0.1.0

Mar 30, 2015

0.8.0.0.8

Mar 22, 2015

0.8.0.0.7

Mar 20, 2015

0.8.0.0.6

Mar 19, 2015

0.8.0.0.4

Mar 18, 2015

0.8.0.0.3

Mar 18, 2015

0.8.0.0.2

Mar 18, 2015

0.8.0.0.1

Mar 17, 2015

0.8.0.0.0

Mar 10, 2015

0.7.7.1.9

Mar 5, 2015

0.7.7.1.8

Mar 4, 2015

0.7.7.1.7

Mar 4, 2015

0.7.7.1.6

Mar 3, 2015

0.7.7.1.5

Mar 3, 2015

0.7.7.1.4

Mar 3, 2015

0.7.7.1.3

Mar 1, 2015

0.7.7.1.2

Feb 26, 2015

0.7.7.1.1

Feb 20, 2015

0.7.7.1.0

Feb 18, 2015

0.7.7.0.4

Feb 13, 2015

0.7.7.0.3

Feb 12, 2015

0.7.7.0.2

Feb 11, 2015

0.7.7.0.1

Feb 11, 2015

0.7.7.0.0

Feb 9, 2015

0.7.6.9.5

Feb 7, 2015

0.7.6.9.4

Feb 4, 2015

0.7.6.9.3

Feb 2, 2015

0.7.6.9.2

Jan 28, 2015

0.7.6.9.1

Jan 25, 2015

0.7.6.9

Jan 21, 2015

0.7.6.8

Jan 21, 2015

0.7.6.7

Jan 7, 2015

0.7.6.5

Jan 7, 2015

0.7.6.4

Dec 31, 2014

0.7.6.3

Dec 31, 2014

0.7.6.2

Dec 30, 2014

0.7.6.1

Dec 30, 2014

0.7.6.0

Dec 29, 2014

0.7.5.0

Nov 13, 2014

0.7.4.0

Nov 6, 2014

0.7.3.3

Sep 21, 2014

0.7.3.2

Sep 2, 2014

0.7.3.1

Aug 29, 2014

0.7.3

Aug 29, 2014

0.6.1

Aug 12, 2014

0.6.0

Aug 11, 2014

0.5.3.0

May 11, 2014

0.5.2.1

Apr 27, 2014

0.5.2

Apr 27, 2014

0.5.1

Apr 17, 2014

0.5.0

Apr 3, 2014

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