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Sustainability Reporting Navigator Document Database

This repository features the document data and API of the Sustainabity Reporting Navigator. The large bulk of the initial reports in our database comes from the generous contribution by Arianna Pisciella, Gaia Melloni, Bianca Minuth, and Paul Pronobis and is supplemented by the ongoing data collection of the SRN team. Our objective is to develop this repository into a collaborative data platform that provides extensive coverage of sustainability-related documents published by European publicly-listed firms.

Coverage

Currently our data covers 11,885 documents from 888 firms spanning 20 countries and data from the time period 2010 to 2023. Further information on the covered firm-years can be assessed from the table below.

Country 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023
Austria 7 7 7 7 7 7 8 8 8 8 8 5 8 7
Belgium 10 10 11 11 12 12 16 14 15 16 16 7 18 17
Czech Republic 1 1
Denmark 13 14 14 14 14 17 19 19 20 20 22 21 28 28
Finland 10 9 10 11 11 12 14 15 15 15 16 7 18 18
France 45 48 53 52 56 59 68 68 70 73 74 62 79 72
Germany 45 44 44 43 48 49 63 65 68 68 88 167 180 140
Ireland 5 5 5 4 5 6 7 7 7 7 7 5 8 9
Italy 14 18 20 22 22 23 27 27 27 27 30 25 32 29
Mexico 1 1
Netherlands 14 16 17 18 23 22 27 26 28 30 33 26 34 32
Norway 12 13 13 15 15 15 16 16 16 17 18 11 20 18
Poland 1 2 2 3 4 4 6 6 6 6 8 6 10 9
Portugal 2 2 3 3 3 3 4 4 4 4 4 1 4 4
Russia 1
Spain 13 17 18 21 22 22 25 25 25 25 27 24 28 26
Sweden 45 44 47 50 52 55 58 62 62 62 64 51 71 63
Switzerland 33 35 36 37 39 40 49 50 50 52 53 41 56 53
United Kingdom 98 101 100 103 106 114 127 128 134 136 149 84 156 139
United States 1 1 1 1 1 1 1 41 53 93 7

Included report types

We try to collect all documents that contain relevant sustainability information. This includes but is not limited to annual and sustainability reports (AR and SR). For some firms it also includes additional reports like integreated reports (IR), Carbon Diclosure Project data (CDP), and other reporting formats. All materials are referred to by URL links and are provided as is. Neither the team of the SRN nor the maintainers of this data repository claim any ownership of or legal rights to the provided data.

Country # Firms AR SR IR CDP Other
Austria 9 91 50 1 0 17
Belgium 20 171 57 2 0 5
Czech Republic 1 2 2 0 0 0
Denmark 30 220 201 7 0 68
Finland 20 176 86 3 0 67
France 81 728 427 45 1 58
Germany 183 1058 799 41 3 72
Ireland 9 86 42 1 1 3
Italy 32 303 247 10 0 62
Mexico 1 3 0 0 0 0
Netherlands 36 266 179 15 0 13
Norway 22 172 118 5 0 3
Poland 11 49 35 1 0 11
Portugal 4 42 19 1 0 7
Russia 1 1 0 0 0 0
Spain 29 239 232 12 0 102
Sweden 75 701 348 27 13 185
Switzerland 59 547 324 16 0 56
United Kingdom 168 1486 917 63 1 56
United States 97 117 252 13 21 4

How can I download the data?

We provide an easy to use API for data download. See the file srn_docs_api.py in this repo for pointers. We are working on making this process even easier to handle over the next weeks. Stay tuned!

How do I cite the data?

Thank you for asking! We very much appreciate you giving credit to our data collection efforts. We will be using a concept DOI and versioned DOIs from Zenodo in the future. Currently, please cite the data as follows (in alphabetical order):

Donau, Charlotte-Louise, Fikir Worku Edossa, Joachim Gassen, Gaia Melloni, Inga Meringdal, Bianca Minuth, Arianna Piscella, Paul Pronobis and Victor Wagner (2023): SRN Document Database, https://github.com/trr266/srn_docs.

How can I post-process the data?

What a great question! We really hope that this repo will be used to discuss data quality issues as well as methods to use the data in research projects. Again, as a first teaser, take a look at extraxt_text_from_docs.py that features a method to extract page-wise text data from our documents.

I think I found something odd in the data. Whom should I contact?

Thank you! Please open an issue on GitHub, mentioning the document id and describing the issue that you encountered.

This is great! Can I help?

Thank you and yes, of course! We would be very happy about people that provide historical data and/or are willing to maintain our data going forward on a country or index basis. So, if you would like to help, please reach out to Victor Wagner.

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