From 8dcef385d06ee7adb13901a287568d62a1a27992 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 15:04:28 +0000
Subject: [PATCH 01/36] Move label content to labels.md and redirect old link

---
 site/contents/data-hazards.md | 163 +---------------------------------
 site/index.md                 |   2 +-
 site/labels.md                | 163 +++++++++++++++++++++++++++++++++-
 3 files changed, 164 insertions(+), 164 deletions(-)

diff --git a/site/contents/data-hazards.md b/site/contents/data-hazards.md
index ea14565..f1a68a8 100644
--- a/site/contents/data-hazards.md
+++ b/site/contents/data-hazards.md
@@ -1,162 +1 @@
-# Data Hazard labels
-
-This page contains the Data Hazard labels themselves.
-These labels, descriptions, examples, and safety precautions will evolve as we develop the hazard labels with the communities who will use them.
-We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to. 
-
-You can [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf).  
-
-Each hazard has:
-- __Hazard__ image, title, and description which represents and describes the risk.
-- __Examples__ to clarify what the hazard covers.
-- __Safety Precautions__ - things that we would want to see done **before** the research is deployed.
-
-They are designed to help us think about the different types of hazards. 
-
-We also collect a series of mitigation resources and tools (scroll down) to help apply the safety precautions to your project.
-
-````{panels}
-:container: container-fluid
-:column: col-6 p-3
-:img-top-cls: p-3 bg-warning
-:header: bg-warning
-:body: bg-warning 
-:footer: bg-warning 
-
-:img-top: /images/hazards/general-hazard.png
-
-```{link-button} hazards/general-hazard.html
-:text: 
-:classes: stretched-link
-```
-__Data Hazard__
-
-Data Science is being used in this output, and any negative outcome of using this work are not the fault of "the algorithm" or "the software". 
-
-This hazard applies to __all__ Data Science research outputs.
-
----
-:img-top: /images/hazards/reinforce-bias.png
-
-```{link-button} hazards/reinforces-biases.html
-:text: 
-:classes: stretched-link
-```
-__Reinforces Existing Biases__
-
-Reinforces unfair treatment of individuals and groups. This may be due to for example input data, algorithm or software design choices, or society at large. 
-
-__Note:__ this is a hazard in it's own right, even if it isn't then used to harm people directly, due to e.g. reinforcing stereotypes.
-
----
-:img-top: /images/hazards/classifies-people.png
-
-```{link-button} hazards/ranks-classifies.html
-:text: 
-:classes: stretched-link
-``` 
-__Ranks Or Classifies People__
-
-Ranking and classifications of people are hazards in their own right and should be handled with care.
-
-To see why, we can think about what happens when the ranking/classification is inaccurate, when people disagree with how they are ranked/classified, as well as who the ranking/classification is and is not working for, how it can be gamed, and what it is used to justify or explain.
-
----
-:img-top: /images/hazards/environment.png
-
-```{link-button} hazards/high-environmental-cost.html
-:text: 
-:classes: stretched-link
-``` 
-__High Environmental Cost__
-
-This hazard is appropriate where methodologies are energy-hungry, data-hungry (requiring more and more computation), or require special hardware that require rare materials. 
-
----
-:img-top: /images/hazards/lacks-community.png
-
-```{link-button} hazards/lacks-community-involvement.html
-:text: 
-:classes: stretched-link
-``` 
-__Lacks Community Involvement__
-
-This applies when technology is being produced without input from the community it is supposed to serve.
-
----
-:img-top: /images/hazards/misuse.png
-
-```{link-button} hazards/danger-of-misuse.html
-:text: 
-:classes: stretched-link
-``` 
-__Danger Of Misuse__
-
-There is a danger of misusing the algorithm, technology, or data collected as part of this work.
-
----
-:img-top: /images/hazards/difficult-to-understand.png
-
-```{link-button} hazards/difficult-to-understand.html
-:text: 
-:classes: stretched-link
-``` 
-__Difficult To Understand__
-
-There is a danger that the technology is difficult to understand. 
-This could be because of the technology itself is hard to interpret (e.g. neural nets), or problems with it's implementation (i.e. code is not provided, or not documented).
-
-Depending on the circumstances of its use, this could mean that incorrect results are hard to identify, or that the technology is inaccessible to people (difficult to implement or use).
-
----
-:img-top: /images/hazards/direct-harm.png
-
-```{link-button} hazards/direct-harm.html
-:text: 
-:classes: stretched-link
-``` 
-__May Cause Direct Harm__
-
-The application area of this technology means that it is capable of causing direct physical or psychological harm to someone even if used correctly e.g. healthcare and driverless vehicles may be expected to directly harm someone unless they have 100% accuracy.
-
----
-:img-top: /images/hazards/privacy.png
-
-```{link-button} hazards/risk-to-privacy.html
-:text: 
-:classes: stretched-link
-``` 
-__Risk To Privacy__
-
-This technology may risk the privacy of individuals whose data is processed by it. 
-
----
-:img-top: /images/hazards/automates-decision-making.png
-
-```{link-button} hazards/automates-decision-making.html
-:text: 
-:classes: stretched-link
-``` 
-__Automates Decision Making__
-
-Automated decision making can be hazardous for a number of reasons, and these will be highly dependent on the field in which it is being applied. 
-We should ask ourselves whose decisions are being automated, what automation can bring to the process, and who is benefitted/harmed from this automation. 
-
----
-:img-top: /images/hazards/lacks-informed-consent.png
-
-```{link-button} hazards/lacks-informed-consent.html
-:text: 
-:classes: stretched-link
-``` 
-__Lacks Informed Consent__
-
-This hazard applies to datasets or algorithms that use data which has not been provided with the explicit consent of the data owner/creator. This data often lacks
-other contextual information which can also make it difficult to understand how the dataset may be biased.
-
-````
-
-## Related resources
-
-You can find our [list of useful tools and resources to help you implement the Data Hazard safety resources here](mitigation-resources.md). 
-You can also [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf).  
+<meta http-equiv="refresh" content="0; url=labels.html" />
diff --git a/site/index.md b/site/index.md
index b640e1a..4366242 100644
--- a/site/index.md
+++ b/site/index.md
@@ -49,7 +49,7 @@ We made this choice because we want a similar response from people:
 ```{toctree}
 :maxdepth: 2
 :hidden:
-contents/data-hazards
+labels
 contents/about
 contents/materials
 contents/contribute
diff --git a/site/labels.md b/site/labels.md
index fd4b464..ea14565 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -1 +1,162 @@
-<meta http-equiv="refresh" content="0; url=contents/data-hazards.html" />
+# Data Hazard labels
+
+This page contains the Data Hazard labels themselves.
+These labels, descriptions, examples, and safety precautions will evolve as we develop the hazard labels with the communities who will use them.
+We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to. 
+
+You can [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf).  
+
+Each hazard has:
+- __Hazard__ image, title, and description which represents and describes the risk.
+- __Examples__ to clarify what the hazard covers.
+- __Safety Precautions__ - things that we would want to see done **before** the research is deployed.
+
+They are designed to help us think about the different types of hazards. 
+
+We also collect a series of mitigation resources and tools (scroll down) to help apply the safety precautions to your project.
+
+````{panels}
+:container: container-fluid
+:column: col-6 p-3
+:img-top-cls: p-3 bg-warning
+:header: bg-warning
+:body: bg-warning 
+:footer: bg-warning 
+
+:img-top: /images/hazards/general-hazard.png
+
+```{link-button} hazards/general-hazard.html
+:text: 
+:classes: stretched-link
+```
+__Data Hazard__
+
+Data Science is being used in this output, and any negative outcome of using this work are not the fault of "the algorithm" or "the software". 
+
+This hazard applies to __all__ Data Science research outputs.
+
+---
+:img-top: /images/hazards/reinforce-bias.png
+
+```{link-button} hazards/reinforces-biases.html
+:text: 
+:classes: stretched-link
+```
+__Reinforces Existing Biases__
+
+Reinforces unfair treatment of individuals and groups. This may be due to for example input data, algorithm or software design choices, or society at large. 
+
+__Note:__ this is a hazard in it's own right, even if it isn't then used to harm people directly, due to e.g. reinforcing stereotypes.
+
+---
+:img-top: /images/hazards/classifies-people.png
+
+```{link-button} hazards/ranks-classifies.html
+:text: 
+:classes: stretched-link
+``` 
+__Ranks Or Classifies People__
+
+Ranking and classifications of people are hazards in their own right and should be handled with care.
+
+To see why, we can think about what happens when the ranking/classification is inaccurate, when people disagree with how they are ranked/classified, as well as who the ranking/classification is and is not working for, how it can be gamed, and what it is used to justify or explain.
+
+---
+:img-top: /images/hazards/environment.png
+
+```{link-button} hazards/high-environmental-cost.html
+:text: 
+:classes: stretched-link
+``` 
+__High Environmental Cost__
+
+This hazard is appropriate where methodologies are energy-hungry, data-hungry (requiring more and more computation), or require special hardware that require rare materials. 
+
+---
+:img-top: /images/hazards/lacks-community.png
+
+```{link-button} hazards/lacks-community-involvement.html
+:text: 
+:classes: stretched-link
+``` 
+__Lacks Community Involvement__
+
+This applies when technology is being produced without input from the community it is supposed to serve.
+
+---
+:img-top: /images/hazards/misuse.png
+
+```{link-button} hazards/danger-of-misuse.html
+:text: 
+:classes: stretched-link
+``` 
+__Danger Of Misuse__
+
+There is a danger of misusing the algorithm, technology, or data collected as part of this work.
+
+---
+:img-top: /images/hazards/difficult-to-understand.png
+
+```{link-button} hazards/difficult-to-understand.html
+:text: 
+:classes: stretched-link
+``` 
+__Difficult To Understand__
+
+There is a danger that the technology is difficult to understand. 
+This could be because of the technology itself is hard to interpret (e.g. neural nets), or problems with it's implementation (i.e. code is not provided, or not documented).
+
+Depending on the circumstances of its use, this could mean that incorrect results are hard to identify, or that the technology is inaccessible to people (difficult to implement or use).
+
+---
+:img-top: /images/hazards/direct-harm.png
+
+```{link-button} hazards/direct-harm.html
+:text: 
+:classes: stretched-link
+``` 
+__May Cause Direct Harm__
+
+The application area of this technology means that it is capable of causing direct physical or psychological harm to someone even if used correctly e.g. healthcare and driverless vehicles may be expected to directly harm someone unless they have 100% accuracy.
+
+---
+:img-top: /images/hazards/privacy.png
+
+```{link-button} hazards/risk-to-privacy.html
+:text: 
+:classes: stretched-link
+``` 
+__Risk To Privacy__
+
+This technology may risk the privacy of individuals whose data is processed by it. 
+
+---
+:img-top: /images/hazards/automates-decision-making.png
+
+```{link-button} hazards/automates-decision-making.html
+:text: 
+:classes: stretched-link
+``` 
+__Automates Decision Making__
+
+Automated decision making can be hazardous for a number of reasons, and these will be highly dependent on the field in which it is being applied. 
+We should ask ourselves whose decisions are being automated, what automation can bring to the process, and who is benefitted/harmed from this automation. 
+
+---
+:img-top: /images/hazards/lacks-informed-consent.png
+
+```{link-button} hazards/lacks-informed-consent.html
+:text: 
+:classes: stretched-link
+``` 
+__Lacks Informed Consent__
+
+This hazard applies to datasets or algorithms that use data which has not been provided with the explicit consent of the data owner/creator. This data often lacks
+other contextual information which can also make it difficult to understand how the dataset may be biased.
+
+````
+
+## Related resources
+
+You can find our [list of useful tools and resources to help you implement the Data Hazard safety resources here](mitigation-resources.md). 
+You can also [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf).  

From ccb3abf07f4b760f22ab1ad2294d214d67283d26 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 15:07:15 +0000
Subject: [PATCH 02/36] Remove `content` folder

---
 site/{contents => }/about.md                           |  0
 site/{contents => }/code-of-conduct.md                 |  0
 site/{contents => }/contact.md                         |  0
 site/{contents => }/contribute.md                      |  0
 site/{contents => }/contribute/changelog.md            |  0
 site/{contents => }/contribute/contributors.md         |  0
 .../contribute/credit-for-contributions.md             |  0
 site/{contents => }/contribute/how-to-contribute.md    |  0
 site/{contents => }/contribute/style-guide.md          |  0
 site/{contents => }/events.md                          |  0
 site/{contents => }/events/2021-09-21_workshop.md      |  0
 site/{contents => }/events/bristol-tech-fest.md        |  0
 site/{contents => }/events/coworking.md                |  0
 site/{contents => }/events/jgi-showcase-events.md      |  0
 site/{contents => }/events/mozfest2022.md              |  0
 .../hazards/automates-decision-making.md               |  0
 site/{contents => }/hazards/danger-of-misuse.md        |  0
 site/{contents => }/hazards/difficult-to-understand.md |  0
 site/{contents => }/hazards/direct-harm.md             |  0
 site/{contents => }/hazards/general-hazard.md          |  0
 site/{contents => }/hazards/hazard-template.md         |  0
 site/{contents => }/hazards/high-environmental-cost.md |  0
 .../hazards/lacks-community-involvement.md             |  0
 site/{contents => }/hazards/lacks-informed-consent.md  |  0
 site/{contents => }/hazards/ranks-classifies.md        |  0
 site/{contents => }/hazards/reinforces-biases.md       |  0
 site/{contents => }/hazards/risk-to-privacy.md         |  0
 site/index.md                                          | 10 ++++------
 site/{contents => }/materials.md                       |  0
 site/{contents => }/materials/examples.md              |  0
 .../materials/misc/geno_to_pheno_example.md            |  0
 site/{contents => }/materials/misc/proposal.md         |  0
 .../{contents => }/materials/misc/workshop-21092021.md |  0
 site/{contents => }/materials/presenting.md            |  0
 site/{contents => }/materials/seedcorn.md              |  0
 site/{contents => }/materials/self-assessment.md       |  0
 site/{contents => }/materials/teaching.md              |  0
 site/{contents => }/materials/teaching/students.md     |  0
 site/{contents => }/materials/workshop.md              |  0
 site/{contents => }/materials/workshop/audience.md     |  0
 site/{contents => }/materials/workshop/facilitating.md |  0
 site/{contents => }/materials/workshop/feedback.md     |  0
 .../materials/workshop/project-owners.md               |  0
 site/{contents => }/materials/workshop/setup.md        |  0
 site/{contents => }/materials/workshop/structure.md    |  0
 site/{contents => }/mitigation-resources.md            |  0
 site/{contents => }/presenting/github-badge.md         |  0
 site/{contents => }/presenting/image-app.md            |  0
 48 files changed, 4 insertions(+), 6 deletions(-)
 rename site/{contents => }/about.md (100%)
 rename site/{contents => }/code-of-conduct.md (100%)
 rename site/{contents => }/contact.md (100%)
 rename site/{contents => }/contribute.md (100%)
 rename site/{contents => }/contribute/changelog.md (100%)
 rename site/{contents => }/contribute/contributors.md (100%)
 rename site/{contents => }/contribute/credit-for-contributions.md (100%)
 rename site/{contents => }/contribute/how-to-contribute.md (100%)
 rename site/{contents => }/contribute/style-guide.md (100%)
 rename site/{contents => }/events.md (100%)
 rename site/{contents => }/events/2021-09-21_workshop.md (100%)
 rename site/{contents => }/events/bristol-tech-fest.md (100%)
 rename site/{contents => }/events/coworking.md (100%)
 rename site/{contents => }/events/jgi-showcase-events.md (100%)
 rename site/{contents => }/events/mozfest2022.md (100%)
 rename site/{contents => }/hazards/automates-decision-making.md (100%)
 rename site/{contents => }/hazards/danger-of-misuse.md (100%)
 rename site/{contents => }/hazards/difficult-to-understand.md (100%)
 rename site/{contents => }/hazards/direct-harm.md (100%)
 rename site/{contents => }/hazards/general-hazard.md (100%)
 rename site/{contents => }/hazards/hazard-template.md (100%)
 rename site/{contents => }/hazards/high-environmental-cost.md (100%)
 rename site/{contents => }/hazards/lacks-community-involvement.md (100%)
 rename site/{contents => }/hazards/lacks-informed-consent.md (100%)
 rename site/{contents => }/hazards/ranks-classifies.md (100%)
 rename site/{contents => }/hazards/reinforces-biases.md (100%)
 rename site/{contents => }/hazards/risk-to-privacy.md (100%)
 rename site/{contents => }/materials.md (100%)
 rename site/{contents => }/materials/examples.md (100%)
 rename site/{contents => }/materials/misc/geno_to_pheno_example.md (100%)
 rename site/{contents => }/materials/misc/proposal.md (100%)
 rename site/{contents => }/materials/misc/workshop-21092021.md (100%)
 rename site/{contents => }/materials/presenting.md (100%)
 rename site/{contents => }/materials/seedcorn.md (100%)
 rename site/{contents => }/materials/self-assessment.md (100%)
 rename site/{contents => }/materials/teaching.md (100%)
 rename site/{contents => }/materials/teaching/students.md (100%)
 rename site/{contents => }/materials/workshop.md (100%)
 rename site/{contents => }/materials/workshop/audience.md (100%)
 rename site/{contents => }/materials/workshop/facilitating.md (100%)
 rename site/{contents => }/materials/workshop/feedback.md (100%)
 rename site/{contents => }/materials/workshop/project-owners.md (100%)
 rename site/{contents => }/materials/workshop/setup.md (100%)
 rename site/{contents => }/materials/workshop/structure.md (100%)
 rename site/{contents => }/mitigation-resources.md (100%)
 rename site/{contents => }/presenting/github-badge.md (100%)
 rename site/{contents => }/presenting/image-app.md (100%)

diff --git a/site/contents/about.md b/site/about.md
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rename from site/contents/hazards/ranks-classifies.md
rename to site/hazards/ranks-classifies.md
diff --git a/site/contents/hazards/reinforces-biases.md b/site/hazards/reinforces-biases.md
similarity index 100%
rename from site/contents/hazards/reinforces-biases.md
rename to site/hazards/reinforces-biases.md
diff --git a/site/contents/hazards/risk-to-privacy.md b/site/hazards/risk-to-privacy.md
similarity index 100%
rename from site/contents/hazards/risk-to-privacy.md
rename to site/hazards/risk-to-privacy.md
diff --git a/site/index.md b/site/index.md
index 4366242..8c47bc5 100644
--- a/site/index.md
+++ b/site/index.md
@@ -44,16 +44,14 @@ We made this choice because we want a similar response from people:
 
 ```
 
-
-
 ```{toctree}
 :maxdepth: 2
 :hidden:
 labels
-contents/about
-contents/materials
-contents/contribute
-contents/contact
+about
+materials
+contribute
+contact
 ```
 
 <!--
diff --git a/site/contents/materials.md b/site/materials.md
similarity index 100%
rename from site/contents/materials.md
rename to site/materials.md
diff --git a/site/contents/materials/examples.md b/site/materials/examples.md
similarity index 100%
rename from site/contents/materials/examples.md
rename to site/materials/examples.md
diff --git a/site/contents/materials/misc/geno_to_pheno_example.md b/site/materials/misc/geno_to_pheno_example.md
similarity index 100%
rename from site/contents/materials/misc/geno_to_pheno_example.md
rename to site/materials/misc/geno_to_pheno_example.md
diff --git a/site/contents/materials/misc/proposal.md b/site/materials/misc/proposal.md
similarity index 100%
rename from site/contents/materials/misc/proposal.md
rename to site/materials/misc/proposal.md
diff --git a/site/contents/materials/misc/workshop-21092021.md b/site/materials/misc/workshop-21092021.md
similarity index 100%
rename from site/contents/materials/misc/workshop-21092021.md
rename to site/materials/misc/workshop-21092021.md
diff --git a/site/contents/materials/presenting.md b/site/materials/presenting.md
similarity index 100%
rename from site/contents/materials/presenting.md
rename to site/materials/presenting.md
diff --git a/site/contents/materials/seedcorn.md b/site/materials/seedcorn.md
similarity index 100%
rename from site/contents/materials/seedcorn.md
rename to site/materials/seedcorn.md
diff --git a/site/contents/materials/self-assessment.md b/site/materials/self-assessment.md
similarity index 100%
rename from site/contents/materials/self-assessment.md
rename to site/materials/self-assessment.md
diff --git a/site/contents/materials/teaching.md b/site/materials/teaching.md
similarity index 100%
rename from site/contents/materials/teaching.md
rename to site/materials/teaching.md
diff --git a/site/contents/materials/teaching/students.md b/site/materials/teaching/students.md
similarity index 100%
rename from site/contents/materials/teaching/students.md
rename to site/materials/teaching/students.md
diff --git a/site/contents/materials/workshop.md b/site/materials/workshop.md
similarity index 100%
rename from site/contents/materials/workshop.md
rename to site/materials/workshop.md
diff --git a/site/contents/materials/workshop/audience.md b/site/materials/workshop/audience.md
similarity index 100%
rename from site/contents/materials/workshop/audience.md
rename to site/materials/workshop/audience.md
diff --git a/site/contents/materials/workshop/facilitating.md b/site/materials/workshop/facilitating.md
similarity index 100%
rename from site/contents/materials/workshop/facilitating.md
rename to site/materials/workshop/facilitating.md
diff --git a/site/contents/materials/workshop/feedback.md b/site/materials/workshop/feedback.md
similarity index 100%
rename from site/contents/materials/workshop/feedback.md
rename to site/materials/workshop/feedback.md
diff --git a/site/contents/materials/workshop/project-owners.md b/site/materials/workshop/project-owners.md
similarity index 100%
rename from site/contents/materials/workshop/project-owners.md
rename to site/materials/workshop/project-owners.md
diff --git a/site/contents/materials/workshop/setup.md b/site/materials/workshop/setup.md
similarity index 100%
rename from site/contents/materials/workshop/setup.md
rename to site/materials/workshop/setup.md
diff --git a/site/contents/materials/workshop/structure.md b/site/materials/workshop/structure.md
similarity index 100%
rename from site/contents/materials/workshop/structure.md
rename to site/materials/workshop/structure.md
diff --git a/site/contents/mitigation-resources.md b/site/mitigation-resources.md
similarity index 100%
rename from site/contents/mitigation-resources.md
rename to site/mitigation-resources.md
diff --git a/site/contents/presenting/github-badge.md b/site/presenting/github-badge.md
similarity index 100%
rename from site/contents/presenting/github-badge.md
rename to site/presenting/github-badge.md
diff --git a/site/contents/presenting/image-app.md b/site/presenting/image-app.md
similarity index 100%
rename from site/contents/presenting/image-app.md
rename to site/presenting/image-app.md

From b8da958338a36261b16b671d65a2630e8da3ec35 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 15:31:59 +0000
Subject: [PATCH 03/36] Update reqs and conf > Py 3.9 + Sphinx Design

---
 .github/workflows/deploy_site.yml |  4 ++--
 .gitignore                        |  1 +
 requirements.txt                  | 10 ++++++----
 site/conf.py                      | 18 ++++++++++++------
 4 files changed, 21 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/deploy_site.yml b/.github/workflows/deploy_site.yml
index 38aec3e..aabd852 100644
--- a/.github/workflows/deploy_site.yml
+++ b/.github/workflows/deploy_site.yml
@@ -20,10 +20,10 @@ jobs:
     - uses: actions/checkout@v2
 
     # Install dependencies
-    - name: Set up Python 3.7
+    - name: Set up Python 3.9
       uses: actions/setup-python@v1
       with:
-        python-version: 3.7
+        python-version: 3.9
 
     - name: Install dependencies
       run: |
diff --git a/.gitignore b/.gitignore
index be5566c..c82d0da 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,6 +8,7 @@ presentations/
 .Rproj.user/
 .Rhistory
 data/
+venv/
 
 # Storage for misc docs I don't want to commit (e.g abstracts/bios)
 misc_docs/
diff --git a/requirements.txt b/requirements.txt
index 913125d..ca3c8cc 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,6 @@
-sphinx<5,>=2
-pydata-sphinx-theme
-myst-nb
-sphinx-panels
+pydata-sphinx-theme >= 0.15.2 # https://pypi.org/project/pydata-sphinx-theme/
+sphinx >= 7.2.6 # https://pypi.org/project/Sphinx/
+sphinx-design >= 0.5 # https://pypi.org/project/sphinx_design/
+myst-parser >= 2.0.0  # https://pypi.org/project/myst-parser/ 
+
+# NB - These versions require Python 3.9 or greater. 
\ No newline at end of file
diff --git a/site/conf.py b/site/conf.py
index 6bd8b9b..ef23a27 100644
--- a/site/conf.py
+++ b/site/conf.py
@@ -18,7 +18,7 @@
 # -- Project information -----------------------------------------------------
 
 project = "Data Hazards"
-copyright = "2023, Natalie Zelenka and Nina Di Cara"
+copyright = "2024, Natalie Zelenka and Nina Di Cara"
 author = "Natalie Zelenka and Nina Di Cara"
 
 # The full version, including alpha/beta/rc tags
@@ -31,8 +31,13 @@
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
 extensions = [
-    "myst_nb",
-    "sphinx_panels",
+    "myst_parser", 
+    "sphinx_design",
+]
+
+# Enable use of ::: https://myst-parser.readthedocs.io/en/latest/syntax/optional.html#code-fences-using-colons
+myst_enable_extensions = [
+    "colon_fence",
 ]
 
 # Add any paths that contain templates here, relative to this directory.
@@ -51,6 +56,7 @@
 #
 
 html_theme = "pydata_sphinx_theme"
+html_baseurl = "datahazards.com"
 
 html_theme_options = {
     "use_edit_page_button": True,
@@ -90,12 +96,12 @@
 
 html_sidebars = {
     "index": [],
-    "contents/data-hazards": [],
-    "contents/sign-up": [],
-    "contents/contact": [],
+    "labels": [],
+    "contact": [],
 }
 
 html_favicon = "_static/favicon.png"
+html_logo = "_static/favicon.png"
 
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,

From 06144c5deb5a6e5035eb9d551f7fd39dda2c9673 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 15:36:41 +0000
Subject: [PATCH 04/36] Update Natalie's contact details

---
 site/code-of-conduct.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/site/code-of-conduct.md b/site/code-of-conduct.md
index 28fceab..c1feeba 100644
--- a/site/code-of-conduct.md
+++ b/site/code-of-conduct.md
@@ -32,7 +32,7 @@ The below Do-s and Don’t-s are guidelines to remind us all of best standards o
 
 ## Reporting Procedure
 If you have been subject to or witnessed unacceptable behaviour, either during a meeting or on this repository, then you can get in touch with either Natalie or Nina.  
-Natalie: natalie.zelenka@bristol.ac.uk  
+Natalie: n.zelenka@ucl.ac.uk  
 Nina: nina.dicara@bristol.ac.uk  
 If you would prefer to contact someone who is not directly involved in organising the group, then you can direct your concerns to John Newby ([JGI Manager](http://www.bristol.ac.uk/golding/people/team/)), at [John.Newby@bristol.ac.uk](mailto:John.Newby@bristol.ac.uk)
 

From 5ea882b3c6896214f24f9af60ef3124ce4327b5a Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 17:10:37 +0000
Subject: [PATCH 05/36] Add custom CSS colours

---
 site/_static/custom.css | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/site/_static/custom.css b/site/_static/custom.css
index 76ca9cd..c800fa3 100644
--- a/site/_static/custom.css
+++ b/site/_static/custom.css
@@ -28,3 +28,15 @@ div.timeline div.entry.left::after {
 div.timeline div.entry.right::after {
     left: -.5em;
 }
+
+html[data-theme="light"] {
+    --sd-color-card-background: #fff5db;
+    --pst-color-primary: #385f3e;
+    --pst-color-secondary: #ff5c3b;
+}
+
+html[data-theme="dark"] {
+    --pst-color-primary: white;
+    --pst-color-primary: #385f3e;
+    --pst-color-secondary: #ff5c3b;
+}
\ No newline at end of file

From 7a6182877cff433bf37173722f24ed454341eea9 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 17:10:52 +0000
Subject: [PATCH 06/36] Update pages with/out sidebars

---
 site/conf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/site/conf.py b/site/conf.py
index ef23a27..4e247b3 100644
--- a/site/conf.py
+++ b/site/conf.py
@@ -96,7 +96,7 @@
 
 html_sidebars = {
     "index": [],
-    "labels": [],
+    "about": [],
     "contact": [],
 }
 

From 05383589c2e3f3ee3bcc03fe8b153d1cfdd3d24d Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Fri, 16 Feb 2024 17:11:14 +0000
Subject: [PATCH 07/36] Add mitigation resources to the How To Use section

---
 site/materials.md                      |  1 +
 site/materials/mitigation-resources.md | 59 ++++++++++++++++++++++++++
 2 files changed, 60 insertions(+)
 create mode 100644 site/materials/mitigation-resources.md

diff --git a/site/materials.md b/site/materials.md
index 1b94d95..54f9cbc 100644
--- a/site/materials.md
+++ b/site/materials.md
@@ -12,6 +12,7 @@ materials/teaching
 materials/self-assessment
 materials/presenting
 materials/examples
+materials/mitigation-resources
 ```
 
 On this page you will find materials we have made to help people to use or apply the [Data Hazard labels](data-hazards). 
diff --git a/site/materials/mitigation-resources.md b/site/materials/mitigation-resources.md
new file mode 100644
index 0000000..51a21a6
--- /dev/null
+++ b/site/materials/mitigation-resources.md
@@ -0,0 +1,59 @@
+# Hazard Mitigation Resources
+
+Many researchers, companies and communities are working hard to develop tools and resources
+that can help make data science research and development safer.
+This page is an opportunity to signpost to those projects and tools we know of that 
+might help those looking for ways to implement safety precautions in their work
+to prevent Data Hazards. 
+
+If you have a tool to add, please submit a pull request with the
+relevant template, or if you don't use GitHub please send us an email. 
+
+
+## Documentation
+
+**[Datasheets for Data Sets](https://dl.acm.org/doi/10.1145/3458723)**   
+*By*: Gebru, T., Morgenstern, J., Vecchione, B., Vaughan, J.W., Wallach, H., Iii, H.D. and Crawford, K.  
+*About:* A framework for documenting dataset creation to facilitate communication between dataset creators and consumers.   
+*Availability:* The paper is available freely.  
+
+**[Model Cards for Model Reporting](https://dl.acm.org/doi/10.1145/3287560.3287596)**   
+*By*: Mitchell, M., Wu, S., Zaldivar, A., Barnes, P., Vasserman, L., Hutchinson, B., Spitzer, E., Raji, I.D. and Gebru, T.  
+*About:* "Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions... Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information."  
+*Availability:* The paper is available freely.  
+
+## Ethical or other review
+
+**[Mozilla's Privacy Not Included label](https://foundation.mozilla.org/en/privacynotincluded/about/methodology/)**  
+*By:* Mozilla Foundation  
+*About:*  "With this guide, we hope to help consumers navigate this landscape by understanding what questions they should ask and what answers they should expect before buying a connected tech product."  
+*Availability:* The report is available freely.  
+
+## Technical development and testing
+
+**[Etiq](https://docs.etiq.ai/)**  
+*By:* [Etiq AI](https://etiq.ai/about-us)  
+Etiq is an ML testing platform for data scientists and ML engineers. 
+It includes features such as a 'bias metric scan', and other tools for 
+assessing accuracy and drift.  
+*Availability:* Some free features, and further paid features. It is an AWS plugin.
+
+**[FAT Forensics](https://fat-forensics.org/index.html)**   
+*By:* Sokol, Hepburn, Poyiadzi, Clifford, Santos-Rodriguez, and Flach (University of Bristol) and Thales  
+*About:* FAT Forensics is a Python toolkit for evaluating Fairness, Accountability and Transparency of Artificial Intelligence systems. It is built on top of SciPy and NumPy, and distributed under the 3-Clause BSD license (new BSD). [Paper available here](https://joss.theoj.org/papers/10.21105/joss.01904).  
+*Availability:* Free to use. Python language.  
+
+
+
+<!---
+
+Please use this format for new projects:
+
+**[Title of the Project](link)**  
+*By*: Authors or copyright holder    
+*About:* Short description of the tool  
+*Availability:* Is it free, open source, paid?  -- Only if relevant
+
+Note double spacing after heading lines to ensure new lines. 
+
+--->

From 7463cfa40a0014d488f3d20517adf178ffad1c37 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 14:27:37 +0100
Subject: [PATCH 08/36] Remove student sub-page as out of date

---
 site/materials/teaching.md          |  6 ------
 site/materials/teaching/students.md | 33 -----------------------------
 2 files changed, 39 deletions(-)
 delete mode 100644 site/materials/teaching/students.md

diff --git a/site/materials/teaching.md b/site/materials/teaching.md
index e957651..7df58ce 100644
--- a/site/materials/teaching.md
+++ b/site/materials/teaching.md
@@ -18,12 +18,6 @@ We suggest starting with a 10-15 minute presentation to introduce the Data Hazar
 The lecturer should then present a case study that the students can discuss in small groups.
 Prior to the discussion, students should have the opportunity to ask clarifying questions about the project. 
 
-We provided a summary page for students too, to use during the seminar.
-```{toctree}
-:maxdepth: 1
-teaching/students
-```
-
 ## Timings
 
 17:00 - 17:05 - Settling in  
diff --git a/site/materials/teaching/students.md b/site/materials/teaching/students.md
deleted file mode 100644
index db8fe6b..0000000
--- a/site/materials/teaching/students.md
+++ /dev/null
@@ -1,33 +0,0 @@
-# Data Hazards Student Overview 
-
-This page contains some handy links about the Data Hazards project that might be useful to you throughout the session. 
-
-## Slido link
-
-[Link to the Slido](https://app.sli.do/event/wes4zth7)
-
-Alternatively you can access it by going to https://slido.com and entering the code `#192908`.
-
-## Data Hazard label names
-
-Here is a short list of all the names of the Hazards to use as a reference. 
-You can get the full detail of all the Data Hazards with their additional info and safety precautions [from this link](../../data-hazards), or by clicking on the link in the menu bar. 
-
-* Data hazard  
-* Reinforces exising biases  
-* Ranks or classifies people  
-* High environmental cost  
-* Lacks community involvement  
-* Danger of misuse  
-* Difficult to understand  
-* May cause direct harm  
-* Privacy  
-* Automates decision making  
-* Lacks informed consent  
-
-
-## Slides
-
-You can find [the slides we were presenting here](https://docs.google.com/presentation/d/1KzTdvnL8wk9oZ-h7C_yNWHtA4ki5i6moij8y-gP-z0s/edit?usp=sharing) (and below) in case you would like access to them later. 
-
-<iframe src="https://docs.google.com/presentation/d/e/2PACX-1vQgCNu2VJz7pwb4obf8AR9haUTh8dZUw119rewY32pn0F-LOBvffhct9zt9qyiOzLWgzBFRgtYX_kZ5/embed?start=false&loop=false&delayms=3000" frameborder="0" width="640" height="389" allowfullscreen="true" mozallowfullscreen="true" webkitallowfullscreen="true"></iframe>

From b8e125695ea2bc27249d42b975cbdbb221bf70d7 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:03:56 +0100
Subject: [PATCH 09/36] Move contact info to About

---
 site/about.md   | 25 +++++++++++++++++++++++++
 site/contact.md | 24 ------------------------
 2 files changed, 25 insertions(+), 24 deletions(-)
 delete mode 100644 site/contact.md

diff --git a/site/about.md b/site/about.md
index d54c674..9d0fae1 100644
--- a/site/about.md
+++ b/site/about.md
@@ -6,6 +6,31 @@ Read more about the origin of the project and its ethos, contributors and timeli
 <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/bsAXXCdF7fo?controls=0" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
 </div>
 
+## Contact information 
+
+The Data Hazards Project was founded by Dr Natalie Zelenka and Dr Nina Di Cara, and is now co-led by Natalie, Nina and Dr Huw Day. Our details are provided below.  
+We're always keen to hear from people interested in the project, or wanting to get involved. Feel free to send us both an email, or you can find us on Twitter!
+
+```{list-table}
+:header-rows: 1
+
+* - __Nina Di Cara__
+  - __Natalie Zelenka__
+  - __Huw Day__
+* - Senior Research Associate, School of Psychological Science, University of Bristol
+  - Senior Research Fellow in Health Data Science, Institute of Health Informatics, University College London
+  - Data Scientist, Jean Golding Institute, University of Bristol
+* - GitHub: [@ninadicara](https://github.com/ninadicara)
+  - GitHub: [@NatalieZelenka](https://github.com/NatalieZelenka)
+  - GitHub: [@HuwWDay](https://github.com/HuwWDay)
+* - Twitter/X: [@ninadicara](https://twitter.com/ninadicara)
+  - Twitter/X: [@NatZelenka](https://twitter.com/NatZelenka)
+  - Twitter/X: [@disco_huw](https://twitter.com/disco_huw)
+* - Email: [nina.dicara@bristol.ac.uk](mailto:nina.dicara@bristol.ac.uk)
+  - Email: [n.zelenka@ucl.ac.uk](mailto:n.zelenka@ucl.ac.uk)
+  - Email: [huw.day@bristol.ac.uk](mailto:huw.day@bristol.ac.uk)
+```
+
 ## How the project started 
 
 The Data Hazards project started in 2021.
diff --git a/site/contact.md b/site/contact.md
deleted file mode 100644
index b39339d..0000000
--- a/site/contact.md
+++ /dev/null
@@ -1,24 +0,0 @@
-# Contact
-
-The Data Hazards Project was founded by Dr Natalie Zelenka and Dr Nina Di Cara, and is now co-led by Natalie, Nina and Huw Day. Our details are provided below.  
-We're always keen to hear from people interested in the project, or wanting to get involved. Feel free to send us both an email, or you can find us on Twitter!
-
-
-```{list-table}
-:header-rows: 1
-
-* - __Nina Di Cara__
-  - __Natalie Zelenka__
-  - __Huw Day__
-* - Senior Research Associate, School of Psychological Science, University of Bristol
-  - Senior Research Fellow in Health Data Science, Institute of Health Informatics, University College London
-  - Data Scientist, Jean Golding Institute, University of Bristol
-* - GitHub: [@ninadicara](https://github.com/ninadicara)
-  - GitHub: [@NatalieZelenka](https://github.com/NatalieZelenka)
-  - GitHub: [@HuwWDay](https://github.com/HuwWDay)
-* - Twitter/X: [@ninadicara](https://twitter.com/ninadicara)
-  - Twitter/X: [@NatZelenka](https://twitter.com/NatZelenka)
-  - Twitter/X: [@disco_huw](https://twitter.com/disco_huw)
-* - Email: [nina.dicara@bristol.ac.uk](mailto:nina.dicara@bristol.ac.uk)
-  - Email: [n.zelenka@ucl.ac.uk](mailto:n.zelenka@ucl.ac.uk)
-  - Email: [huw.day@bristol.ac.uk](mailto:huw.day@bristol.ac.uk)

From b0c2f52ed956e105aa5751c9a0b71fc49494fee9 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:04:15 +0100
Subject: [PATCH 10/36] Add link to contact info in the footer

---
 site/_templates/contact.html | 1 +
 site/conf.py                 | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)
 create mode 100644 site/_templates/contact.html

diff --git a/site/_templates/contact.html b/site/_templates/contact.html
new file mode 100644
index 0000000..41d79c4
--- /dev/null
+++ b/site/_templates/contact.html
@@ -0,0 +1 @@
+<a href="https://datahazards.com/contents/about.html#contact">Contact the Data Hazards Team</a>
\ No newline at end of file
diff --git a/site/conf.py b/site/conf.py
index 4e247b3..92f1466 100644
--- a/site/conf.py
+++ b/site/conf.py
@@ -79,7 +79,7 @@
     ],
     "search_bar_text": "Search this site...",
     "show_prev_next": False,
-    "footer_items": ["license-footer", "sphinx-version"],
+    "footer_items": ["license-footer", "contact"],
     "navbar_end": ["navbar-icon-links"], # removes light/dark mode
     "logo": {
         "text": "Data Hazards",

From 0f7999bc49076b485f5f85f8fa4c3c7fd8cd244e Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:05:38 +0100
Subject: [PATCH 11/36] Add custom CSS for the label cards

---
 site/_static/custom.css | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/site/_static/custom.css b/site/_static/custom.css
index c800fa3..7cd8e74 100644
--- a/site/_static/custom.css
+++ b/site/_static/custom.css
@@ -29,8 +29,18 @@ div.timeline div.entry.right::after {
     left: -.5em;
 }
 
+.sd-card-img-top {
+    padding-right: 5%;
+    padding-left: 5%;
+    padding-top: 5%;
+}
+
+.sd-card-title {
+    text-align: center;
+}
+
 html[data-theme="light"] {
-    --sd-color-card-background: #fff5db;
+    --sd-color-card-background: #ffc404;
     --pst-color-primary: #385f3e;
     --pst-color-secondary: #ff5c3b;
 }

From 55a6328770215cc1001d6dcf564bb6ea158883a1 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:05:57 +0100
Subject: [PATCH 12/36] Remove descriptions and move to Sphinx Design

---
 site/labels.md | 209 +++++++++++++++++--------------------------------
 1 file changed, 71 insertions(+), 138 deletions(-)

diff --git a/site/labels.md b/site/labels.md
index ea14565..9e40341 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -1,162 +1,95 @@
 # Data Hazard labels
 
 This page contains the Data Hazard labels themselves.
-These labels, descriptions, examples, and safety precautions will evolve as we develop the hazard labels with the communities who will use them.
+These labels, descriptions, examples, and safety precautions will evolve as we develop the labels with the communities who use them.
 We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to. 
 
-You can [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf).  
-
 Each hazard has:
 - __Hazard__ image, title, and description which represents and describes the risk.
 - __Examples__ to clarify what the hazard covers.
 - __Safety Precautions__ - things that we would want to see done **before** the research is deployed.
 
-They are designed to help us think about the different types of hazards. 
-
-We also collect a series of mitigation resources and tools (scroll down) to help apply the safety precautions to your project.
-
-````{panels}
-:container: container-fluid
-:column: col-6 p-3
-:img-top-cls: p-3 bg-warning
-:header: bg-warning
-:body: bg-warning 
-:footer: bg-warning 
-
-:img-top: /images/hazards/general-hazard.png
-
-```{link-button} hazards/general-hazard.html
-:text: 
-:classes: stretched-link
-```
-__Data Hazard__
-
-Data Science is being used in this output, and any negative outcome of using this work are not the fault of "the algorithm" or "the software". 
-
-This hazard applies to __all__ Data Science research outputs.
-
----
-:img-top: /images/hazards/reinforce-bias.png
-
-```{link-button} hazards/reinforces-biases.html
-:text: 
-:classes: stretched-link
-```
-__Reinforces Existing Biases__
-
-Reinforces unfair treatment of individuals and groups. This may be due to for example input data, algorithm or software design choices, or society at large. 
-
-__Note:__ this is a hazard in it's own right, even if it isn't then used to harm people directly, due to e.g. reinforcing stereotypes.
-
----
-:img-top: /images/hazards/classifies-people.png
-
-```{link-button} hazards/ranks-classifies.html
-:text: 
-:classes: stretched-link
-``` 
-__Ranks Or Classifies People__
-
-Ranking and classifications of people are hazards in their own right and should be handled with care.
-
-To see why, we can think about what happens when the ranking/classification is inaccurate, when people disagree with how they are ranked/classified, as well as who the ranking/classification is and is not working for, how it can be gamed, and what it is used to justify or explain.
-
----
-:img-top: /images/hazards/environment.png
-
-```{link-button} hazards/high-environmental-cost.html
-:text: 
-:classes: stretched-link
-``` 
-__High Environmental Cost__
-
-This hazard is appropriate where methodologies are energy-hungry, data-hungry (requiring more and more computation), or require special hardware that require rare materials. 
-
----
+<!--FYI The numbers after {grid} below refer to the number of columns that should display for xmall (1), small (2), med (3) and large screens (3) -->
+
+:::::{grid} 1 2 3 3
+:margin: 4 4 0 0
+:gutter: 2
+
+::::{grid-item-card} General Data Hazard
+:img-top: images/hazards/general-hazard.png
+:img-alt:
+:link: /hazards/general-hazard
+:link-type: doc
+::::
+
+::::{grid-item-card} Reinforces Existing Biases
+:img-top: images/hazards/reinforce-bias.png
+:img-alt:
+:link: hazards/reinforces-biases
+:link-type: doc
+::::
+
+::::{grid-item-card} Ranks Or Classifies People
+:img-top: images/hazards/classifies-people.png
+:img-alt:
+:link: hazards/ranks-classifies
+:link-type: doc
+::::
+
+::::{grid-item-card} High Environmental Cost
+:img-top: images/hazards/environment.png
+:img-alt:
+:link: hazards/high-environmental-cost
+:link-type: doc
+::::
+
+::::{grid-item-card} Lacks Community Involvement
 :img-top: /images/hazards/lacks-community.png
+:img-alt:
+:link: hazards/lacks-community-involvement
+:link-type: doc
+::::
 
-```{link-button} hazards/lacks-community-involvement.html
-:text: 
-:classes: stretched-link
-``` 
-__Lacks Community Involvement__
-
-This applies when technology is being produced without input from the community it is supposed to serve.
-
----
+::::{grid-item-card} Danger Of Misuse
 :img-top: /images/hazards/misuse.png
+:img-alt:
+:link: hazards/danger-of-misuse
+:link-type: doc
+::::
 
-```{link-button} hazards/danger-of-misuse.html
-:text: 
-:classes: stretched-link
-``` 
-__Danger Of Misuse__
-
-There is a danger of misusing the algorithm, technology, or data collected as part of this work.
-
----
+::::{grid-item-card} Difficult to Understand
 :img-top: /images/hazards/difficult-to-understand.png
+:img-alt:
+:link: hazards/difficult-to-understand
+:link-type: doc
+::::
 
-```{link-button} hazards/difficult-to-understand.html
-:text: 
-:classes: stretched-link
-``` 
-__Difficult To Understand__
-
-There is a danger that the technology is difficult to understand. 
-This could be because of the technology itself is hard to interpret (e.g. neural nets), or problems with it's implementation (i.e. code is not provided, or not documented).
-
-Depending on the circumstances of its use, this could mean that incorrect results are hard to identify, or that the technology is inaccessible to people (difficult to implement or use).
-
----
+::::{grid-item-card} May Cause Direct Harm
 :img-top: /images/hazards/direct-harm.png
+:img-alt:
+:link: hazards/direct-harm
+:link-type: doc
+::::
 
-```{link-button} hazards/direct-harm.html
-:text: 
-:classes: stretched-link
-``` 
-__May Cause Direct Harm__
-
-The application area of this technology means that it is capable of causing direct physical or psychological harm to someone even if used correctly e.g. healthcare and driverless vehicles may be expected to directly harm someone unless they have 100% accuracy.
-
----
+::::{grid-item-card} Risk to Privacy
 :img-top: /images/hazards/privacy.png
+:img-alt:
+:link: hazards/risk-to-privacy
+:link-type: doc
+::::
 
-```{link-button} hazards/risk-to-privacy.html
-:text: 
-:classes: stretched-link
-``` 
-__Risk To Privacy__
-
-This technology may risk the privacy of individuals whose data is processed by it. 
-
----
+::::{grid-item-card} Automates Decision Making
 :img-top: /images/hazards/automates-decision-making.png
+:img-alt:
+:link: hazards/automates-decision-making
+:link-type: doc
+::::
 
-```{link-button} hazards/automates-decision-making.html
-:text: 
-:classes: stretched-link
-``` 
-__Automates Decision Making__
-
-Automated decision making can be hazardous for a number of reasons, and these will be highly dependent on the field in which it is being applied. 
-We should ask ourselves whose decisions are being automated, what automation can bring to the process, and who is benefitted/harmed from this automation. 
-
----
+::::{grid-item-card} Lacks Informed Consent
 :img-top: /images/hazards/lacks-informed-consent.png
+:img-alt:
+:link: hazards/lacks-informed-consent
+:link-type: doc
+::::
 
-```{link-button} hazards/lacks-informed-consent.html
-:text: 
-:classes: stretched-link
-``` 
-__Lacks Informed Consent__
-
-This hazard applies to datasets or algorithms that use data which has not been provided with the explicit consent of the data owner/creator. This data often lacks
-other contextual information which can also make it difficult to understand how the dataset may be biased.
-
-````
-
-## Related resources
-
-You can find our [list of useful tools and resources to help you implement the Data Hazard safety resources here](mitigation-resources.md). 
-You can also [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf).  
+:::::

From d35a283da7cc9e9d0290c4ebcf2d56c512ff1810 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:06:33 +0100
Subject: [PATCH 13/36] Mitigations moved to materials section

---
 site/mitigation-resources.md | 59 ------------------------------------
 1 file changed, 59 deletions(-)
 delete mode 100644 site/mitigation-resources.md

diff --git a/site/mitigation-resources.md b/site/mitigation-resources.md
deleted file mode 100644
index 51a21a6..0000000
--- a/site/mitigation-resources.md
+++ /dev/null
@@ -1,59 +0,0 @@
-# Hazard Mitigation Resources
-
-Many researchers, companies and communities are working hard to develop tools and resources
-that can help make data science research and development safer.
-This page is an opportunity to signpost to those projects and tools we know of that 
-might help those looking for ways to implement safety precautions in their work
-to prevent Data Hazards. 
-
-If you have a tool to add, please submit a pull request with the
-relevant template, or if you don't use GitHub please send us an email. 
-
-
-## Documentation
-
-**[Datasheets for Data Sets](https://dl.acm.org/doi/10.1145/3458723)**   
-*By*: Gebru, T., Morgenstern, J., Vecchione, B., Vaughan, J.W., Wallach, H., Iii, H.D. and Crawford, K.  
-*About:* A framework for documenting dataset creation to facilitate communication between dataset creators and consumers.   
-*Availability:* The paper is available freely.  
-
-**[Model Cards for Model Reporting](https://dl.acm.org/doi/10.1145/3287560.3287596)**   
-*By*: Mitchell, M., Wu, S., Zaldivar, A., Barnes, P., Vasserman, L., Hutchinson, B., Spitzer, E., Raji, I.D. and Gebru, T.  
-*About:* "Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions... Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information."  
-*Availability:* The paper is available freely.  
-
-## Ethical or other review
-
-**[Mozilla's Privacy Not Included label](https://foundation.mozilla.org/en/privacynotincluded/about/methodology/)**  
-*By:* Mozilla Foundation  
-*About:*  "With this guide, we hope to help consumers navigate this landscape by understanding what questions they should ask and what answers they should expect before buying a connected tech product."  
-*Availability:* The report is available freely.  
-
-## Technical development and testing
-
-**[Etiq](https://docs.etiq.ai/)**  
-*By:* [Etiq AI](https://etiq.ai/about-us)  
-Etiq is an ML testing platform for data scientists and ML engineers. 
-It includes features such as a 'bias metric scan', and other tools for 
-assessing accuracy and drift.  
-*Availability:* Some free features, and further paid features. It is an AWS plugin.
-
-**[FAT Forensics](https://fat-forensics.org/index.html)**   
-*By:* Sokol, Hepburn, Poyiadzi, Clifford, Santos-Rodriguez, and Flach (University of Bristol) and Thales  
-*About:* FAT Forensics is a Python toolkit for evaluating Fairness, Accountability and Transparency of Artificial Intelligence systems. It is built on top of SciPy and NumPy, and distributed under the 3-Clause BSD license (new BSD). [Paper available here](https://joss.theoj.org/papers/10.21105/joss.01904).  
-*Availability:* Free to use. Python language.  
-
-
-
-<!---
-
-Please use this format for new projects:
-
-**[Title of the Project](link)**  
-*By*: Authors or copyright holder    
-*About:* Short description of the tool  
-*Availability:* Is it free, open source, paid?  -- Only if relevant
-
-Note double spacing after heading lines to ensure new lines. 
-
---->

From 24b12737eb2fbf2411e37484d98622c9cf9fac3b Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:57:43 +0100
Subject: [PATCH 14/36] Rename Contributing > Contribute

---
 site/contribute.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/site/contribute.md b/site/contribute.md
index ee98c54..a094e78 100644
--- a/site/contribute.md
+++ b/site/contribute.md
@@ -1,4 +1,4 @@
-# Contributing
+# Contribute
 
 ```{toctree}
 :maxdepth: 1

From c18328d68e69d6a535b293515d86999f6577fc59 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:57:52 +0100
Subject: [PATCH 15/36] Remove LHS menu

---
 site/conf.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/site/conf.py b/site/conf.py
index 92f1466..54bf280 100644
--- a/site/conf.py
+++ b/site/conf.py
@@ -98,6 +98,7 @@
     "index": [],
     "about": [],
     "contact": [],
+    "labels": [],
 }
 
 html_favicon = "_static/favicon.png"

From 12b2fc0ebc4ed403f66af96faef3231c37345566 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:58:16 +0100
Subject: [PATCH 16/36] Edit wording and add Change Log

---
 site/contribute/changelog.md | 25 --------------------
 site/labels.md               | 44 +++++++++++++++++++++++++++++++++---
 2 files changed, 41 insertions(+), 28 deletions(-)
 delete mode 100644 site/contribute/changelog.md

diff --git a/site/contribute/changelog.md b/site/contribute/changelog.md
deleted file mode 100644
index 63e2299..0000000
--- a/site/contribute/changelog.md
+++ /dev/null
@@ -1,25 +0,0 @@
-# Change log
-
-The change log records when changes that have been made to the project and gives a brief description of what the changes were. 
-The change log started in March 2022. 
-The most recent changes should be at the top of the list. 
-
-<!-- Example change log entry
-
-## DD-MM-YYYY: <10 words to summarise change
-More detailed paragraph (~100 words is more than enough!) that describes the changes in more detail and their impact.  
-[Your name](link to your github profile) -->
-
-## 06.12.2022: Update new Hazard labels
-[@ninadicara](https://github.com/ninadicara)  
-Updated all the images of the Hazards with our new labels designed by the amazing [Yasmin Dwiputri](http://yasmindwiputri.com/)! 
-
-
-## 07.03.2022: Move Data Hazards to individual pages
-[@ninadicara](https://github.com/ninadicara)  
-Moved all of the Hazards to their own individual pages, and linked them from the original sphinx panels. 
-Also capitalised all of the names so that they are consistently named. 
-This should make it easier for people to contribute to a single Hazard and record their contribution against it :) 
-
-
-
diff --git a/site/labels.md b/site/labels.md
index 9e40341..fadbb53 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -1,13 +1,19 @@
 # Data Hazard labels
 
+```{admonition} Version
+:class: success
+
+Current version: 1.0
+
+```
+
 This page contains the Data Hazard labels themselves.
-These labels, descriptions, examples, and safety precautions will evolve as we develop the labels with the communities who use them.
 We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to. 
 
 Each hazard has:
-- __Hazard__ image, title, and description which represents and describes the risk.
+- An image, title, and description to describe the Hazard.
 - __Examples__ to clarify what the hazard covers.
-- __Safety Precautions__ - things that we would want to see done **before** the research is deployed.
+- __Safety Precautions__ - suggestions of how Hazards could be mitigated.
 
 <!--FYI The numbers after {grid} below refer to the number of columns that should display for xmall (1), small (2), med (3) and large screens (3) -->
 
@@ -93,3 +99,35 @@ Each hazard has:
 ::::
 
 :::::
+
+
+## Future development
+
+Suggestions for future versions of the Data Hazard labels are curated as GitHub Issues. [Click here to see the current suggestions.](https://github.com/very-good-science/data-hazards/labels/hazard-label-idea) 
+
+
+## Change log
+
+The change log records when changes that have been made to the project and gives a brief description of what the changes were. 
+The change log started in March 2022. 
+The most recent changes should be at the top of the list. 
+
+<!-- Example change log entry
+
+## DD-MM-YYYY: <10 words to summarise change
+More detailed paragraph (~100 words is more than enough!) that describes the changes in more detail and their impact.  
+[Your name](link to your github profile) -->
+
+__06.12.2022: Update new Hazard labels__
+[@ninadicara](https://github.com/ninadicara)  
+Updated all the images of the Hazards with our new labels designed by the amazing [Yasmin Dwiputri](http://yasmindwiputri.com/)! 
+
+
+__07.03.2022: Move Data Hazards to individual pages__
+[@ninadicara](https://github.com/ninadicara)  
+Moved all of the Hazards to their own individual pages, and linked them from the original sphinx panels. 
+Also capitalised all of the names so that they are consistently named. 
+This should make it easier for people to contribute to a single Hazard and record their contribution against it :) 
+
+
+

From 0746e0fe98a7255e90c485396c7b9da9b8959480 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:58:29 +0100
Subject: [PATCH 17/36] Update how to contribute new Hazard ideas

---
 site/contribute/how-to-contribute.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/site/contribute/how-to-contribute.md b/site/contribute/how-to-contribute.md
index 3bc2210..0ce237f 100644
--- a/site/contribute/how-to-contribute.md
+++ b/site/contribute/how-to-contribute.md
@@ -8,9 +8,8 @@ You can also come to our [open community co-working calls](../events/coworking)
 
 ## Suggesting new or improved Data Hazards
 
-In the first instance please [start a Discussion with your idea](https://github.com/very-good-science/data-hazards/discussions/new?category=ideas) in the 'Ideas' category.
+In the first instance [please start a new Issue with your idea][issues], and label it with the `data-hazard-ideas` category.
 We can then chat openly on GitHub about the suggestion, and this gives other people the opportunity to weigh-in on any changes we are considering. 
-Once changes have been agreed then you can follow the process below for making changes to the website.
 
 If you would rather you can also [email us][dh-email] to discuss.
 
@@ -36,7 +35,7 @@ These require some Python packages to run.
 You may want to set up a [virtual environment](https://docs.python.org/3/library/venv.html) first, so that you don't install these packages system-wide.
 Then you can install the packages using `pip install -r requirements.txt`
 
-## Adding slides
+<!-- ## Adding slides
 We try to keep all our slides for Data Hazards on our website.
 
 The current process is:
@@ -48,6 +47,7 @@ The current process is:
 4. Add link to markdown web page.
 
 Recommendations for a process to create html slides that works with myst markdown extremely welcome!
+-->
 
 ---
 [issues]: https://github.com/very-good-science/data-hazards/issues

From d7795a9571cf0af4f527090275858e86e4358a75 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 16:58:38 +0100
Subject: [PATCH 18/36] Fix typo

---
 site/hazards/reinforces-biases.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/site/hazards/reinforces-biases.md b/site/hazards/reinforces-biases.md
index 437c383..7d6dd42 100644
--- a/site/hazards/reinforces-biases.md
+++ b/site/hazards/reinforces-biases.md
@@ -9,7 +9,7 @@
 
 Reinforces unfair treatment of individuals and groups. This may be due to for example input data, algorithm or software design choices, or society at large. 
 
-__Note:__ this is a hazard in it's own right, even if it isn't then used to harm people directly, due to e.g. reinforcing stereotypes.
+__Note:__ this is a Hazard in it's own right, even if it isn't then used to harm people directly, due to e.g. reinforcing stereotypes.
 
 
 ## Examples

From e86755c3648b98de7642a3e748b5da89ce9e9f9f Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 17:37:33 +0100
Subject: [PATCH 19/36] Add node_modules

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index c82d0da..299e993 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,6 +9,7 @@ presentations/
 .Rhistory
 data/
 venv/
+node_modules/
 
 # Storage for misc docs I don't want to commit (e.g abstracts/bios)
 misc_docs/

From 8ea6df44cfebd5dc1557671f58674bdde66c3e45 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 17:37:54 +0100
Subject: [PATCH 20/36] Add new contributors manually

---
 .all-contributorsrc | 135 ++++++++++++++++++++++++++++++++++++++++----
 1 file changed, 125 insertions(+), 10 deletions(-)

diff --git a/.all-contributorsrc b/.all-contributorsrc
index f0a57af..a316938 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -19,7 +19,8 @@
         "eventOrganizing",
         "maintenance",
         "infra",
-        "doc"
+        "doc",
+        "research"
       ]
     },
     {
@@ -44,7 +45,8 @@
         "a11y",
         "doc",
         "design",
-        "bug"
+        "bug",
+        "research"
       ]
     },
     {
@@ -66,7 +68,8 @@
         "ideas",
         "talks",
         "promotion",
-        "a11y"
+        "a11y",
+        "research"
       ]
     },
     {
@@ -75,7 +78,8 @@
       "avatar_url": "http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/kate-robson-brown-head-shot150x100.jpg",
       "profile": "https://research-information.bris.ac.uk/en/persons/kate-robson-brown",
       "contributions": [
-        "review"
+        "review",
+        "promotion"
       ]
     },
     {
@@ -84,7 +88,8 @@
       "avatar_url": "http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/patty-head-shot150x100.jpg",
       "profile": "https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3",
       "contributions": [
-        "review"
+        "review",
+        "promotion"
       ]
     },
     {
@@ -111,7 +116,9 @@
       "avatar_url": "https://avatars.githubusercontent.com/u/48878399?v=4",
       "profile": "https://linkedin.com/in/jatonline",
       "contributions": [
-        "review"
+        "review",
+        "talk",
+        "promotion"
       ]
     },
     {
@@ -131,7 +138,9 @@
       "contributions": [
         "design",
         "ideas",
-        "promotion"
+        "promotion",
+        "research",
+        "talk"
       ]
     },
     {
@@ -173,7 +182,8 @@
         "talk",
         "ideas",
         "promotion",
-        "eventOrganizing"
+        "eventOrganizing",
+        "research"
       ]
     },
     {
@@ -193,9 +203,11 @@
       "avatar_url": "https://avatars.githubusercontent.com/u/85741581?v=4",
       "profile": "https://github.com/HDiscoDay",
       "contributions": [
+        "eventOrganizing",
         "example",
         "ideas",
-        "promotion"
+        "promotion",
+        "research"
       ]
     },
     {
@@ -205,7 +217,110 @@
       "profile": "http://melaniestefan.net/",
       "contributions": [
         "ideas",
-	"talk"
+	      "talk",
+        "research"
+      ]
+    },
+    {
+      "login": "",
+      "name": "Euan Bennet",
+      "avatar_url": "https://www.gla.ac.uk/media/Media_865350_smxx.jpg",
+      "profile": "https://www.gla.ac.uk/schools/bohvm/staff/euanbennet/",
+      "contributions": [
+        "research",
+        "talk",
+        "doc"
+      ]
+    },
+    {
+      "login": "",
+      "name": "Emma Kuwertz",
+      "avatar_url": "",
+      "profile": "https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/",
+      "contributions": [
+        "research",
+        "talk"
+      ]
+    },
+    {
+      "login": "",
+      "name": "Phil Clatworthy",
+      "avatar_url": "https://research-information.bris.ac.uk/ws/files/289033062/Phil_July_2020.png",
+      "profile": "https://www.bristol.ac.uk/people/person/Philip-Clatworthy-a349d87c-0b95-4779-91d2-edf71a214f2d/",
+      "contributions": [
+        "research"
+      ]
+    },
+    {
+      "login": "SamCallaghan",
+      "name": "SamCallaghan",
+      "avatar_url": "https://avatars.githubusercontent.com/u/39956651?v=4",
+      "profile": "https://github.com/SamCallaghan",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "kateliddell",
+      "name": "kateliddell",
+      "avatar_url": "https://avatars.githubusercontent.com/u/52200743?v=4",
+      "profile": "https://github.com/kateliddell",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "",
+      "name": "",
+      "avatar_url": "",
+      "profile": "",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "Dylan246456",
+      "name": "Dylan246456",
+      "avatar_url": "https://avatars.githubusercontent.com/u/108466203?v=4",
+      "profile": "https://github.com/Dylan246456",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "stefgrs",
+      "name": "stefgrs",
+      "avatar_url": "https://avatars.githubusercontent.com/u/16223692?v=4",
+      "profile": "https://github.com/stefgrs",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "harrietrs",
+      "name": "Harriet Sands",
+      "avatar_url": "https://avatars.githubusercontent.com/u/28767009?v=4",
+      "profile": "https://github.com/harrietrs",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "PeopleByNumbers",
+      "name": "Joanne Parkes",
+      "avatar_url": "https://avatars.githubusercontent.com/u/108466233?v=4",
+      "profile": "https://github.com/PeopleByNumbers",
+      "contributions": [
+        "doc"
+      ]
+    },
+    {
+      "login": "maelorin",
+      "name": "loki maelorin",
+      "avatar_url": "https://avatars.githubusercontent.com/u/3904823?v=4",
+      "profile": "https://github.com/maelorin",
+      "contributions": [
+        "doc"
       ]
     }
   ],

From 78c07f74dd3f941b105a4a1273b34d9334d5018d Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 18:12:14 +0100
Subject: [PATCH 21/36] Update contributions and move to homepage

---
 .all-contributorsrc             | 148 ++++++++---
 README.md                       |  64 +++--
 package.json                    |   5 +
 site/about.md                   |  44 +---
 site/contribute/contributors.md |  62 +++--
 site/index.md                   |  71 +++++-
 yarn.lock                       | 434 ++++++++++++++++++++++++++++++++
 7 files changed, 722 insertions(+), 106 deletions(-)
 create mode 100644 package.json
 create mode 100644 yarn.lock

diff --git a/.all-contributorsrc b/.all-contributorsrc
index a316938..034369f 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -1,8 +1,8 @@
 {
   "files": [
     "README.md",
-    "site/contents/contribute/contributors.md",
-    "site/contents/about.md"
+    "site/contribute/contributors.md",
+    "site/index.md"
   ],
   "imageSize": 100,
   "commit": false,
@@ -20,16 +20,8 @@
         "maintenance",
         "infra",
         "doc",
-        "research"
-      ]
-    },
-    {
-      "login": "conorhoughton",
-      "name": "Conor Houghton",
-      "avatar_url": "https://avatars.githubusercontent.com/u/6955092?v=4",
-      "profile": "https://github.com/conorhoughton",
-      "contributions": [
-        "fundingFinding"
+        "research",
+        "code"
       ]
     },
     {
@@ -46,7 +38,17 @@
         "doc",
         "design",
         "bug",
-        "research"
+        "research",
+        "code"
+      ]
+    },
+    {
+      "login": "conorhoughton",
+      "name": "Conor Houghton",
+      "avatar_url": "https://avatars.githubusercontent.com/u/6955092?v=4",
+      "profile": "https://github.com/conorhoughton",
+      "contributions": [
+        "fundingFinding"
       ]
     },
     {
@@ -66,7 +68,7 @@
       "contributions": [
         "eventOrganizing",
         "ideas",
-        "talks",
+        "talk",
         "promotion",
         "a11y",
         "research"
@@ -75,8 +77,8 @@
     {
       "login": "",
       "name": "Kate Robson-Brown",
-      "avatar_url": "http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/kate-robson-brown-head-shot150x100.jpg",
-      "profile": "https://research-information.bris.ac.uk/en/persons/kate-robson-brown",
+      "avatar_url": "https://www.turing.ac.uk/sites/default/files/styles/people/public/2018-07/kate-robson-brown-head-shot_0.jpg?itok=1lKG9FgK",
+      "profile": "https://www.turing.ac.uk/people/researchers/katharine-robson-brown",
       "contributions": [
         "review",
         "promotion"
@@ -85,7 +87,7 @@
     {
       "login": "",
       "name": "Patricia Holley",
-      "avatar_url": "http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/patty-head-shot150x100.jpg",
+      "avatar_url": "https://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/PattyHolley_150x150.png",
       "profile": "https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3",
       "contributions": [
         "review",
@@ -172,6 +174,17 @@
         "ideas"
       ]
     },
+    {
+      "login": "",
+      "name": "Claire Haworth",
+      "avatar_url": "https://research-information.bris.ac.uk/ws/files/289337272/Claire_head_bristol_profile.jpg",
+      "profile": "https://www.bristol.ac.uk/people/person/Claire-Haworth-04ed5882-f1f6-4fb5-8960-5581b0cc8bc4/",
+      "contributions": [
+        "talk",
+        "fundingFinding",
+        "promotion"
+      ]
+    },
     {
       "login": "Susana465",
       "name": "Susana Roman Garcia",
@@ -194,7 +207,7 @@
       "contributions": [
         "design",
         "ideas",
-        "support"
+        "video"
       ]
     },
     {
@@ -217,7 +230,7 @@
       "profile": "http://melaniestefan.net/",
       "contributions": [
         "ideas",
-	      "talk",
+        "talk",
         "research"
       ]
     },
@@ -269,15 +282,6 @@
         "doc"
       ]
     },
-    {
-      "login": "",
-      "name": "",
-      "avatar_url": "",
-      "profile": "",
-      "contributions": [
-        "doc"
-      ]
-    },
     {
       "login": "Dylan246456",
       "name": "Dylan246456",
@@ -322,6 +326,94 @@
       "contributions": [
         "doc"
       ]
+    },
+    {
+      "login": "dsmukilan",
+      "name": "Mukilan Suresh",
+      "avatar_url": "https://avatars.githubusercontent.com/u/11191375?v=4",
+      "profile": "https://github.com/dsmukilan",
+      "contributions": [
+        "ideas"
+      ]
+    },
+    {
+      "login": "mcnanton",
+      "name": "mcnanton",
+      "avatar_url": "https://avatars.githubusercontent.com/u/42379883?v=4",
+      "profile": "https://github.com/mcnanton",
+      "contributions": [
+        "bug"
+      ]
+    },
+    {
+      "login": "",
+      "name": "Emma Kuwertz",
+      "avatar_url": "",
+      "profile": "https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/",
+      "contributions": [
+        "research",
+        "talk"
+      ]
+    },
+    {
+      "login": "CeilidhWelsh",
+      "name": "CeilidhWelsh",
+      "avatar_url": "https://avatars.githubusercontent.com/u/71887891?v=4",
+      "profile": "https://github.com/CeilidhWelsh",
+      "contributions": [
+        "talk",
+        "research",
+        "ideas"
+      ]
+    },
+    {
+      "login": "OliverDavis",
+      "name": "Oliver Davis",
+      "avatar_url": "https://avatars.githubusercontent.com/u/5032882?v=4",
+      "profile": "http://dynamicgenetics.org/",
+      "contributions": [
+        "talk",
+        "promotion"
+      ]
+    },
+    {
+      "login": "davidcsterratt",
+      "name": "David C Sterratt",
+      "avatar_url": "https://avatars.githubusercontent.com/u/4264803?v=4",
+      "profile": "http://homepages.inf.ed.ac.uk/sterratt",
+      "contributions": [
+        "research",
+        "ideas"
+      ]
+    },
+    {
+      "login": "nicolaromano",
+      "name": "Nicola Romanò",
+      "avatar_url": "https://avatars.githubusercontent.com/u/208254?v=4",
+      "profile": "https://www.nicolaromano.net/",
+      "contributions": [
+        "research",
+        "ideas"
+      ]
+    },
+    {
+      "login": "l-gorman",
+      "name": "Léo Gorman",
+      "avatar_url": "https://avatars.githubusercontent.com/u/55786252?v=4",
+      "profile": "https://www.turing.ac.uk/people/doctoral-students/leo-gorman",
+      "contributions": [
+        "talk"
+      ]
+    },
+    {
+      "login": "bengcooper",
+      "name": "Ben Cooper",
+      "avatar_url": "https://avatars.githubusercontent.com/u/3008392?v=4",
+      "profile": "https://github.com/bengcooper",
+      "contributions": [
+        "promotion",
+        "code"
+      ]
     }
   ],
   "contributorsPerLine": 7,
diff --git a/README.md b/README.md
index 1aff116..a407126 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Data Hazards Project
 [![DOI](https://zenodo.org/badge/346286403.svg)](https://zenodo.org/badge/latestdoi/346286403)
 <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
-[![All Contributors](https://img.shields.io/badge/all_contributors-16-orange.svg?style=flat-square)](#contributors-)
+[![All Contributors](https://img.shields.io/badge/all_contributors-39-orange.svg?style=flat-square)](#contributors-)
 <!-- ALL-CONTRIBUTORS-BADGE:END -->
 
 
@@ -45,27 +45,55 @@ If you'd like to join us as a contributor, check out our [contributor's guide](h
 <table>
   <tbody>
     <tr>
-      <td align="center"><a href="https://github.com/NatalieThurlby"><img src="https://avatars.githubusercontent.com/u/17617308?v=4?s=100" width="100px;" alt="NatalieThurlby"/><br /><sub><b>NatalieThurlby</b></sub></a><br /><a href="#projectManagement-NatalieThurlby" title="Project Management">📆</a> <a href="#design-NatalieThurlby" title="Design">🎨</a> <a href="#ideas-NatalieThurlby" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-NatalieThurlby" title="Event Organizing">📋</a> <a href="#maintenance-NatalieThurlby" title="Maintenance">🚧</a> <a href="#infra-NatalieThurlby" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieThurlby" title="Documentation">📖</a></td>
-      <td align="center"><a href="https://github.com/conorhoughton"><img src="https://avatars.githubusercontent.com/u/6955092?v=4?s=100" width="100px;" alt="Conor Houghton"/><br /><sub><b>Conor Houghton</b></sub></a><br /><a href="#fundingFinding-conorhoughton" title="Funding Finding">🔍</a></td>
-      <td align="center"><a href="https://github.com/ninadicara"><img src="https://avatars.githubusercontent.com/u/44364127?v=4?s=100" width="100px;" alt="Nina"/><br /><sub><b>Nina</b></sub></a><br /><a href="#projectManagement-ninadicara" title="Project Management">📆</a> <a href="#ideas-ninadicara" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-ninadicara" title="Event Organizing">📋</a> <a href="#maintenance-ninadicara" title="Maintenance">🚧</a> <a href="#a11y-ninadicara" title="Accessibility">️️️️♿️</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Documentation">📖</a> <a href="#design-ninadicara" title="Design">🎨</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aninadicara" title="Bug reports">🐛</a></td>
-      <td align="center"><a href="http://dynamicgenetics.org"><img src="https://avatars.githubusercontent.com/u/1908453?v=4?s=100" width="100px;" alt="Valerio Maggio"/><br /><sub><b>Valerio Maggio</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aleriomaggio" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/Ismael-KG"><img src="https://avatars.githubusercontent.com/u/64027166?v=4?s=100" width="100px;" alt="Ismael-KG"/><br /><sub><b>Ismael-KG</b></sub></a><br /><a href="#eventOrganizing-Ismael-KG" title="Event Organizing">📋</a></td>
-      <td align="center"><a href="https://research-information.bris.ac.uk/en/persons/kate-robson-brown"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/kate-robson-brown-head-shot150x100.jpg?s=100" width="100px;" alt="Kate Robson-Brown"/><br /><sub><b>Kate Robson-Brown</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/patty-head-shot150x100.jpg?s=100" width="100px;" alt="Patricia Holley"/><br /><sub><b>Patricia Holley</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/NatalieZelenka"><img src="https://avatars.githubusercontent.com/u/17617308?v=4?s=100" width="100px;" alt="NatalieZelenka"/><br /><sub><b>NatalieZelenka</b></sub></a><br /><a href="#projectManagement-NatalieZelenka" title="Project Management">📆</a> <a href="#design-NatalieZelenka" title="Design">🎨</a> <a href="#ideas-NatalieZelenka" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-NatalieZelenka" title="Event Organizing">📋</a> <a href="#maintenance-NatalieZelenka" title="Maintenance">🚧</a> <a href="#infra-NatalieZelenka" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieZelenka" title="Documentation">📖</a> <a href="#research-NatalieZelenka" title="Research">🔬</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieZelenka" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ninadicara"><img src="https://avatars.githubusercontent.com/u/44364127?v=4?s=100" width="100px;" alt="Nina"/><br /><sub><b>Nina</b></sub></a><br /><a href="#projectManagement-ninadicara" title="Project Management">📆</a> <a href="#ideas-ninadicara" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-ninadicara" title="Event Organizing">📋</a> <a href="#maintenance-ninadicara" title="Maintenance">🚧</a> <a href="#a11y-ninadicara" title="Accessibility">️️️️♿️</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Documentation">📖</a> <a href="#design-ninadicara" title="Design">🎨</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aninadicara" title="Bug reports">🐛</a> <a href="#research-ninadicara" title="Research">🔬</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/conorhoughton"><img src="https://avatars.githubusercontent.com/u/6955092?v=4?s=100" width="100px;" alt="Conor Houghton"/><br /><sub><b>Conor Houghton</b></sub></a><br /><a href="#fundingFinding-conorhoughton" title="Funding Finding">🔍</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://dynamicgenetics.org"><img src="https://avatars.githubusercontent.com/u/1908453?v=4?s=100" width="100px;" alt="Valerio Maggio"/><br /><sub><b>Valerio Maggio</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aleriomaggio" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Ismael-KG"><img src="https://avatars.githubusercontent.com/u/64027166?v=4?s=100" width="100px;" alt="Ismael-KG"/><br /><sub><b>Ismael-KG</b></sub></a><br /><a href="#eventOrganizing-Ismael-KG" title="Event Organizing">📋</a> <a href="#ideas-Ismael-KG" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-Ismael-KG" title="Talks">📢</a> <a href="#promotion-Ismael-KG" title="Promotion">📣</a> <a href="#a11y-Ismael-KG" title="Accessibility">️️️️♿️</a> <a href="#research-Ismael-KG" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/researchers/katharine-robson-brown"><img src="https://www.turing.ac.uk/sites/default/files/styles/people/public/2018-07/kate-robson-brown-head-shot_0.jpg?itok=1lKG9FgK?s=100" width="100px;" alt="Kate Robson-Brown"/><br /><sub><b>Kate Robson-Brown</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a> <a href="#promotion" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3"><img src="https://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/PattyHolley_150x150.png?s=100" width="100px;" alt="Patricia Holley"/><br /><sub><b>Patricia Holley</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a> <a href="#promotion" title="Promotion">📣</a></td>
     </tr>
     <tr>
-      <td align="center"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=grE64xPWAmrfuY1ZszJYlss6li3H7X"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/Lily-Rice150x100.jpg?s=100" width="100px;" alt="Lily Rice"/><br /><sub><b>Lily Rice</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/ekuw"><img src="https://avatars.githubusercontent.com/u/76116294?v=4?s=100" width="100px;" alt="ekuw"/><br /><sub><b>ekuw</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aekuw" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://linkedin.com/in/jatonline"><img src="https://avatars.githubusercontent.com/u/48878399?v=4?s=100" width="100px;" alt="James Thomas"/><br /><sub><b>James Thomas</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Ajatonline" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/PogromcaPapai"><img src="https://avatars.githubusercontent.com/u/49349175?v=4?s=100" width="100px;" alt="Jakub Dakowski"/><br /><sub><b>Jakub Dakowski</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PogromcaPapai" title="Code">💻</a></td>
-      <td align="center"><a href="https://github.com/vairylein"><img src="https://avatars.githubusercontent.com/u/1439220?v=4?s=100" width="100px;" alt="vairylein"/><br /><sub><b>vairylein</b></sub></a><br /><a href="#design-vairylein" title="Design">🎨</a> <a href="#ideas-vairylein" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center"><a href="https://www.bristol.ac.uk/cdt/digital-health/people/current-students/holly-fraser/"><img src="https://www.bristol.ac.uk/media-library/sites/cdt/images/Fraser.jpg?s=100" width="100px;" alt="Holly Fraser"/><br /><sub><b>Holly Fraser</b></sub></a><br /><a href="#userTesting" title="User Testing">📓</a> <a href="#example" title="Examples">💡</a></td>
-      <td align="center"><a href="https://github.com/gareth-j"><img src="https://avatars.githubusercontent.com/u/8915182?v=4?s=100" width="100px;" alt="Gareth Jones"/><br /><sub><b>Gareth Jones</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=gareth-j" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=grE64xPWAmrfuY1ZszJYlss6li3H7X"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/Lily-Rice150x100.jpg?s=100" width="100px;" alt="Lily Rice"/><br /><sub><b>Lily Rice</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ekuw"><img src="https://avatars.githubusercontent.com/u/76116294?v=4?s=100" width="100px;" alt="ekuw"/><br /><sub><b>ekuw</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aekuw" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://linkedin.com/in/jatonline"><img src="https://avatars.githubusercontent.com/u/48878399?v=4?s=100" width="100px;" alt="James Thomas"/><br /><sub><b>James Thomas</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Ajatonline" title="Reviewed Pull Requests">👀</a> <a href="#talk-jatonline" title="Talks">📢</a> <a href="#promotion-jatonline" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/PogromcaPapai"><img src="https://avatars.githubusercontent.com/u/49349175?v=4?s=100" width="100px;" alt="Jakub Dakowski"/><br /><sub><b>Jakub Dakowski</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PogromcaPapai" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/vairylein"><img src="https://avatars.githubusercontent.com/u/1439220?v=4?s=100" width="100px;" alt="vairylein"/><br /><sub><b>vairylein</b></sub></a><br /><a href="#design-vairylein" title="Design">🎨</a> <a href="#ideas-vairylein" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-vairylein" title="Promotion">📣</a> <a href="#research-vairylein" title="Research">🔬</a> <a href="#talk-vairylein" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/cdt/digital-health/people/current-students/holly-fraser/"><img src="https://www.bristol.ac.uk/media-library/sites/cdt/images/Fraser.jpg?s=100" width="100px;" alt="Holly Fraser"/><br /><sub><b>Holly Fraser</b></sub></a><br /><a href="#userTesting" title="User Testing">📓</a> <a href="#example" title="Examples">💡</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/gareth-j"><img src="https://avatars.githubusercontent.com/u/8915182?v=4?s=100" width="100px;" alt="Gareth Jones"/><br /><sub><b>Gareth Jones</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=gareth-j" title="Code">💻</a></td>
     </tr>
     <tr>
-      <td align="center"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="#maintenance-Lextuga007" title="Maintenance">🚧</a> <a href="#ideas-Lextuga007" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center"><a href="https://susana465.github.io/"><img src="https://avatars.githubusercontent.com/u/73224467?v=4?s=100" width="100px;" alt="Susana Roman Garcia"/><br /><sub><b>Susana Roman Garcia</b></sub></a><br /><a href="#example-Susana465" title="Examples">💡</a> <a href="#talk-Susana465" title="Talks">📢</a> <a href="#ideas-Susana465" title="Ideas, Planning, & Feedback">🤔</a></td>
-          <td align="center"><a href="http://melaniestefan.net/"><img src="https://avatars.githubusercontent.com/u/7545731?s=400&v=4" width="100px;" alt="Melanie I Stefan"/><br /><sub><b>Melanie I Stefan</b></sub></a><br /><a href="#ideas-MelanieIStefan" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-MelanieIStefan" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="#maintenance-Lextuga007" title="Maintenance">🚧</a> <a href="#ideas-Lextuga007" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Claire-Haworth-04ed5882-f1f6-4fb5-8960-5581b0cc8bc4/"><img src="https://research-information.bris.ac.uk/ws/files/289337272/Claire_head_bristol_profile.jpg?s=100" width="100px;" alt="Claire Haworth"/><br /><sub><b>Claire Haworth</b></sub></a><br /><a href="#talk" title="Talks">📢</a> <a href="#fundingFinding" title="Funding Finding">🔍</a> <a href="#promotion" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://susana465.github.io/"><img src="https://avatars.githubusercontent.com/u/73224467?v=4?s=100" width="100px;" alt="Susana Roman Garcia"/><br /><sub><b>Susana Roman Garcia</b></sub></a><br /><a href="#example-Susana465" title="Examples">💡</a> <a href="#talk-Susana465" title="Talks">📢</a> <a href="#ideas-Susana465" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-Susana465" title="Promotion">📣</a> <a href="#eventOrganizing-Susana465" title="Event Organizing">📋</a> <a href="#research-Susana465" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://www.yasmindwiputri.com/"><img src="?s=100" width="100px;" alt="Yasmin Dwiputri"/><br /><sub><b>Yasmin Dwiputri</b></sub></a><br /><a href="#design" title="Design">🎨</a> <a href="#ideas" title="Ideas, Planning, & Feedback">🤔</a> <a href="#video" title="Videos">📹</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/HDiscoDay"><img src="https://avatars.githubusercontent.com/u/85741581?v=4?s=100" width="100px;" alt="Huw Day"/><br /><sub><b>Huw Day</b></sub></a><br /><a href="#eventOrganizing-HDiscoDay" title="Event Organizing">📋</a> <a href="#example-HDiscoDay" title="Examples">💡</a> <a href="#ideas-HDiscoDay" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-HDiscoDay" title="Promotion">📣</a> <a href="#research-HDiscoDay" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://melaniestefan.net/"><img src="https://avatars.githubusercontent.com/u/7545731?s=400&v=4?s=100" width="100px;" alt="Melanie I Stefan"/><br /><sub><b>Melanie I Stefan</b></sub></a><br /><a href="#ideas-MelanieIStefan" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-MelanieIStefan" title="Talks">📢</a> <a href="#research-MelanieIStefan" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.gla.ac.uk/schools/bohvm/staff/euanbennet/"><img src="https://www.gla.ac.uk/media/Media_865350_smxx.jpg?s=100" width="100px;" alt="Euan Bennet"/><br /><sub><b>Euan Bennet</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/"><img src="?s=100" width="100px;" alt="Emma Kuwertz"/><br /><sub><b>Emma Kuwertz</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Philip-Clatworthy-a349d87c-0b95-4779-91d2-edf71a214f2d/"><img src="https://research-information.bris.ac.uk/ws/files/289033062/Phil_July_2020.png?s=100" width="100px;" alt="Phil Clatworthy"/><br /><sub><b>Phil Clatworthy</b></sub></a><br /><a href="#research" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/SamCallaghan"><img src="https://avatars.githubusercontent.com/u/39956651?v=4?s=100" width="100px;" alt="SamCallaghan"/><br /><sub><b>SamCallaghan</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=SamCallaghan" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/maelorin"><img src="https://avatars.githubusercontent.com/u/3904823?v=4?s=100" width="100px;" alt="loki maelorin"/><br /><sub><b>loki maelorin</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=maelorin" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/dsmukilan"><img src="https://avatars.githubusercontent.com/u/11191375?v=4?s=100" width="100px;" alt="Mukilan Suresh"/><br /><sub><b>Mukilan Suresh</b></sub></a><br /><a href="#ideas-dsmukilan" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mcnanton"><img src="https://avatars.githubusercontent.com/u/42379883?v=4?s=100" width="100px;" alt="mcnanton"/><br /><sub><b>mcnanton</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Amcnanton" title="Bug reports">🐛</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/"><img src="?s=100" width="100px;" alt="Emma Kuwertz"/><br /><sub><b>Emma Kuwertz</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/CeilidhWelsh"><img src="https://avatars.githubusercontent.com/u/71887891?v=4?s=100" width="100px;" alt="CeilidhWelsh"/><br /><sub><b>CeilidhWelsh</b></sub></a><br /><a href="#talk-CeilidhWelsh" title="Talks">📢</a> <a href="#research-CeilidhWelsh" title="Research">🔬</a> <a href="#ideas-CeilidhWelsh" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://dynamicgenetics.org/"><img src="https://avatars.githubusercontent.com/u/5032882?v=4?s=100" width="100px;" alt="Oliver Davis"/><br /><sub><b>Oliver Davis</b></sub></a><br /><a href="#talk-OliverDavis" title="Talks">📢</a> <a href="#promotion-OliverDavis" title="Promotion">📣</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="http://homepages.inf.ed.ac.uk/sterratt"><img src="https://avatars.githubusercontent.com/u/4264803?v=4?s=100" width="100px;" alt="David C Sterratt"/><br /><sub><b>David C Sterratt</b></sub></a><br /><a href="#research-davidcsterratt" title="Research">🔬</a> <a href="#ideas-davidcsterratt" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.nicolaromano.net/"><img src="https://avatars.githubusercontent.com/u/208254?v=4?s=100" width="100px;" alt="Nicola Romanò"/><br /><sub><b>Nicola Romanò</b></sub></a><br /><a href="#research-nicolaromano" title="Research">🔬</a> <a href="#ideas-nicolaromano" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/doctoral-students/leo-gorman"><img src="https://avatars.githubusercontent.com/u/55786252?v=4?s=100" width="100px;" alt="Léo Gorman"/><br /><sub><b>Léo Gorman</b></sub></a><br /><a href="#talk-l-gorman" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/bengcooper"><img src="https://avatars.githubusercontent.com/u/3008392?v=4?s=100" width="100px;" alt="Ben Cooper"/><br /><sub><b>Ben Cooper</b></sub></a><br /><a href="#promotion-bengcooper" title="Promotion">📣</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=bengcooper" title="Code">💻</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..8d26c18
--- /dev/null
+++ b/package.json
@@ -0,0 +1,5 @@
+{
+  "devDependencies": {
+    "all-contributors-cli": "^6.26.1"
+  }
+}
diff --git a/site/about.md b/site/about.md
index 9d0fae1..c980b25 100644
--- a/site/about.md
+++ b/site/about.md
@@ -94,47 +94,7 @@ They are not a checkbox exercise, and there is no requirement for a group to com
 In an individual context you will likely come to a conclusion, but someone else may have a different view.
 We hope that the Data Hazards discussion and reflective activities will help researchers be aware of a broader variety of potential ethical risks in tech projects, and that ethics is complex, situational and worth discussing.
 
-
-## Contributors
-
-Our brilliant contributors are listed here, and you can [read more detail about our contributing process here](contribute).
-
-<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
-<!-- prettier-ignore-start -->
-<!-- markdownlint-disable -->
-<table>
-  <tbody>
-    <tr>
-      <td align="center"><a href="https://github.com/NatalieThurlby"><img src="https://avatars.githubusercontent.com/u/17617308?v=4?s=100" width="100px;" alt="NatalieThurlby"/><br /><sub><b>NatalieThurlby</b></sub></a><br /><a href="#projectManagement-NatalieThurlby" title="Project Management">📆</a> <a href="#design-NatalieThurlby" title="Design">🎨</a> <a href="#ideas-NatalieThurlby" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-NatalieThurlby" title="Event Organizing">📋</a> <a href="#maintenance-NatalieThurlby" title="Maintenance">🚧</a> <a href="#infra-NatalieThurlby" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieThurlby" title="Documentation">📖</a></td>
-      <td align="center"><a href="https://github.com/conorhoughton"><img src="https://avatars.githubusercontent.com/u/6955092?v=4?s=100" width="100px;" alt="Conor Houghton"/><br /><sub><b>Conor Houghton</b></sub></a><br /><a href="#fundingFinding-conorhoughton" title="Funding Finding">🔍</a></td>
-      <td align="center"><a href="https://github.com/ninadicara"><img src="https://avatars.githubusercontent.com/u/44364127?v=4?s=100" width="100px;" alt="Nina"/><br /><sub><b>Nina</b></sub></a><br /><a href="#projectManagement-ninadicara" title="Project Management">📆</a> <a href="#ideas-ninadicara" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-ninadicara" title="Event Organizing">📋</a> <a href="#maintenance-ninadicara" title="Maintenance">🚧</a> <a href="#a11y-ninadicara" title="Accessibility">️️️️♿️</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Documentation">📖</a> <a href="#design-ninadicara" title="Design">🎨</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aninadicara" title="Bug reports">🐛</a></td>
-      <td align="center"><a href="http://dynamicgenetics.org"><img src="https://avatars.githubusercontent.com/u/1908453?v=4?s=100" width="100px;" alt="Valerio Maggio"/><br /><sub><b>Valerio Maggio</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aleriomaggio" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/Ismael-KG"><img src="https://avatars.githubusercontent.com/u/64027166?v=4?s=100" width="100px;" alt="Ismael-KG"/><br /><sub><b>Ismael-KG</b></sub></a><br /><a href="#eventOrganizing-Ismael-KG" title="Event Organizing">📋</a></td>
-      <td align="center"><a href="https://research-information.bris.ac.uk/en/persons/kate-robson-brown"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/kate-robson-brown-head-shot150x100.jpg?s=100" width="100px;" alt="Kate Robson-Brown"/><br /><sub><b>Kate Robson-Brown</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/patty-head-shot150x100.jpg?s=100" width="100px;" alt="Patricia Holley"/><br /><sub><b>Patricia Holley</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-    </tr>
-    <tr>
-      <td align="center"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=grE64xPWAmrfuY1ZszJYlss6li3H7X"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/Lily-Rice150x100.jpg?s=100" width="100px;" alt="Lily Rice"/><br /><sub><b>Lily Rice</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/ekuw"><img src="https://avatars.githubusercontent.com/u/76116294?v=4?s=100" width="100px;" alt="ekuw"/><br /><sub><b>ekuw</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aekuw" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://linkedin.com/in/jatonline"><img src="https://avatars.githubusercontent.com/u/48878399?v=4?s=100" width="100px;" alt="James Thomas"/><br /><sub><b>James Thomas</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Ajatonline" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/PogromcaPapai"><img src="https://avatars.githubusercontent.com/u/49349175?v=4?s=100" width="100px;" alt="Jakub Dakowski"/><br /><sub><b>Jakub Dakowski</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PogromcaPapai" title="Code">💻</a></td>
-      <td align="center"><a href="https://github.com/vairylein"><img src="https://avatars.githubusercontent.com/u/1439220?v=4?s=100" width="100px;" alt="vairylein"/><br /><sub><b>vairylein</b></sub></a><br /><a href="#design-vairylein" title="Design">🎨</a> <a href="#ideas-vairylein" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center"><a href="https://www.bristol.ac.uk/cdt/digital-health/people/current-students/holly-fraser/"><img src="https://www.bristol.ac.uk/media-library/sites/cdt/images/Fraser.jpg?s=100" width="100px;" alt="Holly Fraser"/><br /><sub><b>Holly Fraser</b></sub></a><br /><a href="#userTesting" title="User Testing">📓</a> <a href="#example" title="Examples">💡</a></td>
-      <td align="center"><a href="https://github.com/gareth-j"><img src="https://avatars.githubusercontent.com/u/8915182?v=4?s=100" width="100px;" alt="Gareth Jones"/><br /><sub><b>Gareth Jones</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=gareth-j" title="Code">💻</a></td>
-    </tr>
-    <tr>
-      <td align="center"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="#maintenance-Lextuga007" title="Maintenance">🚧</a> <a href="#ideas-Lextuga007" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center"><a href="https://susana465.github.io/"><img src="https://avatars.githubusercontent.com/u/73224467?v=4?s=100" width="100px;" alt="Susana Roman Garcia"/><br /><sub><b>Susana Roman Garcia</b></sub></a><br /><a href="#example-Susana465" title="Examples">💡</a> <a href="#talk-Susana465" title="Talks">📢</a> <a href="#ideas-Susana465" title="Ideas, Planning, & Feedback">🤔</a></td>
-    </tr>
-  </tbody>
-</table>
-
-<!-- markdownlint-restore -->
-<!-- prettier-ignore-end -->
-
-<!-- ALL-CONTRIBUTORS-LIST:END -->
-
-
+<!--
 (project-timeline)=
 ## Project timeline
 
@@ -268,4 +228,4 @@ __March 2023__: Version 1.0 Release!
 - We will release a pre-print of our first paper about the project! 
 
 ````
-
+-->
diff --git a/site/contribute/contributors.md b/site/contribute/contributors.md
index 8a0240c..d4b06f1 100644
--- a/site/contribute/contributors.md
+++ b/site/contribute/contributors.md
@@ -9,27 +9,55 @@ Please also note that people have also anonymously contributed ideas and resourc
 <table>
   <tbody>
     <tr>
-      <td align="center"><a href="https://github.com/NatalieThurlby"><img src="https://avatars.githubusercontent.com/u/17617308?v=4?s=100" width="100px;" alt="NatalieThurlby"/><br /><sub><b>NatalieThurlby</b></sub></a><br /><a href="#projectManagement-NatalieThurlby" title="Project Management">📆</a> <a href="#design-NatalieThurlby" title="Design">🎨</a> <a href="#ideas-NatalieThurlby" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-NatalieThurlby" title="Event Organizing">📋</a> <a href="#maintenance-NatalieThurlby" title="Maintenance">🚧</a> <a href="#infra-NatalieThurlby" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieThurlby" title="Documentation">📖</a></td>
-      <td align="center"><a href="https://github.com/conorhoughton"><img src="https://avatars.githubusercontent.com/u/6955092?v=4?s=100" width="100px;" alt="Conor Houghton"/><br /><sub><b>Conor Houghton</b></sub></a><br /><a href="#fundingFinding-conorhoughton" title="Funding Finding">🔍</a></td>
-      <td align="center"><a href="https://github.com/ninadicara"><img src="https://avatars.githubusercontent.com/u/44364127?v=4?s=100" width="100px;" alt="Nina"/><br /><sub><b>Nina</b></sub></a><br /><a href="#projectManagement-ninadicara" title="Project Management">📆</a> <a href="#ideas-ninadicara" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-ninadicara" title="Event Organizing">📋</a> <a href="#maintenance-ninadicara" title="Maintenance">🚧</a> <a href="#a11y-ninadicara" title="Accessibility">️️️️♿️</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Documentation">📖</a> <a href="#design-ninadicara" title="Design">🎨</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aninadicara" title="Bug reports">🐛</a></td>
-      <td align="center"><a href="http://dynamicgenetics.org"><img src="https://avatars.githubusercontent.com/u/1908453?v=4?s=100" width="100px;" alt="Valerio Maggio"/><br /><sub><b>Valerio Maggio</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aleriomaggio" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/Ismael-KG"><img src="https://avatars.githubusercontent.com/u/64027166?v=4?s=100" width="100px;" alt="Ismael-KG"/><br /><sub><b>Ismael-KG</b></sub></a><br /><a href="#eventOrganizing-Ismael-KG" title="Event Organizing">📋</a></td>
-      <td align="center"><a href="https://research-information.bris.ac.uk/en/persons/kate-robson-brown"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/kate-robson-brown-head-shot150x100.jpg?s=100" width="100px;" alt="Kate Robson-Brown"/><br /><sub><b>Kate Robson-Brown</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/patty-head-shot150x100.jpg?s=100" width="100px;" alt="Patricia Holley"/><br /><sub><b>Patricia Holley</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/NatalieZelenka"><img src="https://avatars.githubusercontent.com/u/17617308?v=4?s=100" width="100px;" alt="NatalieZelenka"/><br /><sub><b>NatalieZelenka</b></sub></a><br /><a href="#projectManagement-NatalieZelenka" title="Project Management">📆</a> <a href="#design-NatalieZelenka" title="Design">🎨</a> <a href="#ideas-NatalieZelenka" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-NatalieZelenka" title="Event Organizing">📋</a> <a href="#maintenance-NatalieZelenka" title="Maintenance">🚧</a> <a href="#infra-NatalieZelenka" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieZelenka" title="Documentation">📖</a> <a href="#research-NatalieZelenka" title="Research">🔬</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieZelenka" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ninadicara"><img src="https://avatars.githubusercontent.com/u/44364127?v=4?s=100" width="100px;" alt="Nina"/><br /><sub><b>Nina</b></sub></a><br /><a href="#projectManagement-ninadicara" title="Project Management">📆</a> <a href="#ideas-ninadicara" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-ninadicara" title="Event Organizing">📋</a> <a href="#maintenance-ninadicara" title="Maintenance">🚧</a> <a href="#a11y-ninadicara" title="Accessibility">️️️️♿️</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Documentation">📖</a> <a href="#design-ninadicara" title="Design">🎨</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aninadicara" title="Bug reports">🐛</a> <a href="#research-ninadicara" title="Research">🔬</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/conorhoughton"><img src="https://avatars.githubusercontent.com/u/6955092?v=4?s=100" width="100px;" alt="Conor Houghton"/><br /><sub><b>Conor Houghton</b></sub></a><br /><a href="#fundingFinding-conorhoughton" title="Funding Finding">🔍</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://dynamicgenetics.org"><img src="https://avatars.githubusercontent.com/u/1908453?v=4?s=100" width="100px;" alt="Valerio Maggio"/><br /><sub><b>Valerio Maggio</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aleriomaggio" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Ismael-KG"><img src="https://avatars.githubusercontent.com/u/64027166?v=4?s=100" width="100px;" alt="Ismael-KG"/><br /><sub><b>Ismael-KG</b></sub></a><br /><a href="#eventOrganizing-Ismael-KG" title="Event Organizing">📋</a> <a href="#ideas-Ismael-KG" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-Ismael-KG" title="Talks">📢</a> <a href="#promotion-Ismael-KG" title="Promotion">📣</a> <a href="#a11y-Ismael-KG" title="Accessibility">️️️️♿️</a> <a href="#research-Ismael-KG" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/researchers/katharine-robson-brown"><img src="https://www.turing.ac.uk/sites/default/files/styles/people/public/2018-07/kate-robson-brown-head-shot_0.jpg?itok=1lKG9FgK?s=100" width="100px;" alt="Kate Robson-Brown"/><br /><sub><b>Kate Robson-Brown</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a> <a href="#promotion" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3"><img src="https://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/PattyHolley_150x150.png?s=100" width="100px;" alt="Patricia Holley"/><br /><sub><b>Patricia Holley</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a> <a href="#promotion" title="Promotion">📣</a></td>
     </tr>
     <tr>
-      <td align="center"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=grE64xPWAmrfuY1ZszJYlss6li3H7X"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/Lily-Rice150x100.jpg?s=100" width="100px;" alt="Lily Rice"/><br /><sub><b>Lily Rice</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/ekuw"><img src="https://avatars.githubusercontent.com/u/76116294?v=4?s=100" width="100px;" alt="ekuw"/><br /><sub><b>ekuw</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aekuw" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://linkedin.com/in/jatonline"><img src="https://avatars.githubusercontent.com/u/48878399?v=4?s=100" width="100px;" alt="James Thomas"/><br /><sub><b>James Thomas</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Ajatonline" title="Reviewed Pull Requests">👀</a></td>
-      <td align="center"><a href="https://github.com/PogromcaPapai"><img src="https://avatars.githubusercontent.com/u/49349175?v=4?s=100" width="100px;" alt="Jakub Dakowski"/><br /><sub><b>Jakub Dakowski</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PogromcaPapai" title="Code">💻</a></td>
-      <td align="center"><a href="https://github.com/vairylein"><img src="https://avatars.githubusercontent.com/u/1439220?v=4?s=100" width="100px;" alt="vairylein"/><br /><sub><b>vairylein</b></sub></a><br /><a href="#design-vairylein" title="Design">🎨</a> <a href="#ideas-vairylein" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center"><a href="https://www.bristol.ac.uk/cdt/digital-health/people/current-students/holly-fraser/"><img src="https://www.bristol.ac.uk/media-library/sites/cdt/images/Fraser.jpg?s=100" width="100px;" alt="Holly Fraser"/><br /><sub><b>Holly Fraser</b></sub></a><br /><a href="#userTesting" title="User Testing">📓</a> <a href="#example" title="Examples">💡</a></td>
-      <td align="center"><a href="https://github.com/gareth-j"><img src="https://avatars.githubusercontent.com/u/8915182?v=4?s=100" width="100px;" alt="Gareth Jones"/><br /><sub><b>Gareth Jones</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=gareth-j" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=grE64xPWAmrfuY1ZszJYlss6li3H7X"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/Lily-Rice150x100.jpg?s=100" width="100px;" alt="Lily Rice"/><br /><sub><b>Lily Rice</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ekuw"><img src="https://avatars.githubusercontent.com/u/76116294?v=4?s=100" width="100px;" alt="ekuw"/><br /><sub><b>ekuw</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aekuw" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://linkedin.com/in/jatonline"><img src="https://avatars.githubusercontent.com/u/48878399?v=4?s=100" width="100px;" alt="James Thomas"/><br /><sub><b>James Thomas</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Ajatonline" title="Reviewed Pull Requests">👀</a> <a href="#talk-jatonline" title="Talks">📢</a> <a href="#promotion-jatonline" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/PogromcaPapai"><img src="https://avatars.githubusercontent.com/u/49349175?v=4?s=100" width="100px;" alt="Jakub Dakowski"/><br /><sub><b>Jakub Dakowski</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PogromcaPapai" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/vairylein"><img src="https://avatars.githubusercontent.com/u/1439220?v=4?s=100" width="100px;" alt="vairylein"/><br /><sub><b>vairylein</b></sub></a><br /><a href="#design-vairylein" title="Design">🎨</a> <a href="#ideas-vairylein" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-vairylein" title="Promotion">📣</a> <a href="#research-vairylein" title="Research">🔬</a> <a href="#talk-vairylein" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/cdt/digital-health/people/current-students/holly-fraser/"><img src="https://www.bristol.ac.uk/media-library/sites/cdt/images/Fraser.jpg?s=100" width="100px;" alt="Holly Fraser"/><br /><sub><b>Holly Fraser</b></sub></a><br /><a href="#userTesting" title="User Testing">📓</a> <a href="#example" title="Examples">💡</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/gareth-j"><img src="https://avatars.githubusercontent.com/u/8915182?v=4?s=100" width="100px;" alt="Gareth Jones"/><br /><sub><b>Gareth Jones</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=gareth-j" title="Code">💻</a></td>
     </tr>
     <tr>
-      <td align="center"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="#maintenance-Lextuga007" title="Maintenance">🚧</a> <a href="#ideas-Lextuga007" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center"><a href="https://susana465.github.io/"><img src="https://avatars.githubusercontent.com/u/73224467?v=4?s=100" width="100px;" alt="Susana Roman Garcia"/><br /><sub><b>Susana Roman Garcia</b></sub></a><br /><a href="#example-Susana465" title="Examples">💡</a> <a href="#talk-Susana465" title="Talks">📢</a> <a href="#ideas-Susana465" title="Ideas, Planning, & Feedback">🤔</a></td>
-          <td align="center"><a href="http://melaniestefan.net/"><img src="https://avatars.githubusercontent.com/u/7545731?s=400&v=4" width="100px;" alt="Melanie I Stefan"/><br /><sub><b>Melanie I Stefan</b></sub></a><br /><a href="#ideas-MelanieIStefan" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-MelanieIStefan" title="Talks">📢</a> </td>
+      <td align="center" valign="top" width="14.28%"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="#maintenance-Lextuga007" title="Maintenance">🚧</a> <a href="#ideas-Lextuga007" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Claire-Haworth-04ed5882-f1f6-4fb5-8960-5581b0cc8bc4/"><img src="https://research-information.bris.ac.uk/ws/files/289337272/Claire_head_bristol_profile.jpg?s=100" width="100px;" alt="Claire Haworth"/><br /><sub><b>Claire Haworth</b></sub></a><br /><a href="#talk" title="Talks">📢</a> <a href="#fundingFinding" title="Funding Finding">🔍</a> <a href="#promotion" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://susana465.github.io/"><img src="https://avatars.githubusercontent.com/u/73224467?v=4?s=100" width="100px;" alt="Susana Roman Garcia"/><br /><sub><b>Susana Roman Garcia</b></sub></a><br /><a href="#example-Susana465" title="Examples">💡</a> <a href="#talk-Susana465" title="Talks">📢</a> <a href="#ideas-Susana465" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-Susana465" title="Promotion">📣</a> <a href="#eventOrganizing-Susana465" title="Event Organizing">📋</a> <a href="#research-Susana465" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://www.yasmindwiputri.com/"><img src="?s=100" width="100px;" alt="Yasmin Dwiputri"/><br /><sub><b>Yasmin Dwiputri</b></sub></a><br /><a href="#design" title="Design">🎨</a> <a href="#ideas" title="Ideas, Planning, & Feedback">🤔</a> <a href="#video" title="Videos">📹</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/HDiscoDay"><img src="https://avatars.githubusercontent.com/u/85741581?v=4?s=100" width="100px;" alt="Huw Day"/><br /><sub><b>Huw Day</b></sub></a><br /><a href="#eventOrganizing-HDiscoDay" title="Event Organizing">📋</a> <a href="#example-HDiscoDay" title="Examples">💡</a> <a href="#ideas-HDiscoDay" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-HDiscoDay" title="Promotion">📣</a> <a href="#research-HDiscoDay" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://melaniestefan.net/"><img src="https://avatars.githubusercontent.com/u/7545731?s=400&v=4?s=100" width="100px;" alt="Melanie I Stefan"/><br /><sub><b>Melanie I Stefan</b></sub></a><br /><a href="#ideas-MelanieIStefan" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-MelanieIStefan" title="Talks">📢</a> <a href="#research-MelanieIStefan" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.gla.ac.uk/schools/bohvm/staff/euanbennet/"><img src="https://www.gla.ac.uk/media/Media_865350_smxx.jpg?s=100" width="100px;" alt="Euan Bennet"/><br /><sub><b>Euan Bennet</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/"><img src="?s=100" width="100px;" alt="Emma Kuwertz"/><br /><sub><b>Emma Kuwertz</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Philip-Clatworthy-a349d87c-0b95-4779-91d2-edf71a214f2d/"><img src="https://research-information.bris.ac.uk/ws/files/289033062/Phil_July_2020.png?s=100" width="100px;" alt="Phil Clatworthy"/><br /><sub><b>Phil Clatworthy</b></sub></a><br /><a href="#research" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/SamCallaghan"><img src="https://avatars.githubusercontent.com/u/39956651?v=4?s=100" width="100px;" alt="SamCallaghan"/><br /><sub><b>SamCallaghan</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=SamCallaghan" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/maelorin"><img src="https://avatars.githubusercontent.com/u/3904823?v=4?s=100" width="100px;" alt="loki maelorin"/><br /><sub><b>loki maelorin</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=maelorin" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/dsmukilan"><img src="https://avatars.githubusercontent.com/u/11191375?v=4?s=100" width="100px;" alt="Mukilan Suresh"/><br /><sub><b>Mukilan Suresh</b></sub></a><br /><a href="#ideas-dsmukilan" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mcnanton"><img src="https://avatars.githubusercontent.com/u/42379883?v=4?s=100" width="100px;" alt="mcnanton"/><br /><sub><b>mcnanton</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Amcnanton" title="Bug reports">🐛</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/"><img src="?s=100" width="100px;" alt="Emma Kuwertz"/><br /><sub><b>Emma Kuwertz</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/CeilidhWelsh"><img src="https://avatars.githubusercontent.com/u/71887891?v=4?s=100" width="100px;" alt="CeilidhWelsh"/><br /><sub><b>CeilidhWelsh</b></sub></a><br /><a href="#talk-CeilidhWelsh" title="Talks">📢</a> <a href="#research-CeilidhWelsh" title="Research">🔬</a> <a href="#ideas-CeilidhWelsh" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://dynamicgenetics.org/"><img src="https://avatars.githubusercontent.com/u/5032882?v=4?s=100" width="100px;" alt="Oliver Davis"/><br /><sub><b>Oliver Davis</b></sub></a><br /><a href="#talk-OliverDavis" title="Talks">📢</a> <a href="#promotion-OliverDavis" title="Promotion">📣</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="http://homepages.inf.ed.ac.uk/sterratt"><img src="https://avatars.githubusercontent.com/u/4264803?v=4?s=100" width="100px;" alt="David C Sterratt"/><br /><sub><b>David C Sterratt</b></sub></a><br /><a href="#research-davidcsterratt" title="Research">🔬</a> <a href="#ideas-davidcsterratt" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.nicolaromano.net/"><img src="https://avatars.githubusercontent.com/u/208254?v=4?s=100" width="100px;" alt="Nicola Romanò"/><br /><sub><b>Nicola Romanò</b></sub></a><br /><a href="#research-nicolaromano" title="Research">🔬</a> <a href="#ideas-nicolaromano" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/doctoral-students/leo-gorman"><img src="https://avatars.githubusercontent.com/u/55786252?v=4?s=100" width="100px;" alt="Léo Gorman"/><br /><sub><b>Léo Gorman</b></sub></a><br /><a href="#talk-l-gorman" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/bengcooper"><img src="https://avatars.githubusercontent.com/u/3008392?v=4?s=100" width="100px;" alt="Ben Cooper"/><br /><sub><b>Ben Cooper</b></sub></a><br /><a href="#promotion-bengcooper" title="Promotion">📣</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=bengcooper" title="Code">💻</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/site/index.md b/site/index.md
index 8c47bc5..c9fc434 100644
--- a/site/index.md
+++ b/site/index.md
@@ -44,6 +44,76 @@ We made this choice because we want a similar response from people:
 
 ```
 
+
+
+## Contributors
+
+Our brilliant contributors are listed here, and you can [read more detail about our contributing process here](contribute).
+
+<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
+<!-- prettier-ignore-start -->
+<!-- markdownlint-disable -->
+<table>
+  <tbody>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/NatalieZelenka"><img src="https://avatars.githubusercontent.com/u/17617308?v=4?s=100" width="100px;" alt="NatalieZelenka"/><br /><sub><b>NatalieZelenka</b></sub></a><br /><a href="#projectManagement-NatalieZelenka" title="Project Management">📆</a> <a href="#design-NatalieZelenka" title="Design">🎨</a> <a href="#ideas-NatalieZelenka" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-NatalieZelenka" title="Event Organizing">📋</a> <a href="#maintenance-NatalieZelenka" title="Maintenance">🚧</a> <a href="#infra-NatalieZelenka" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieZelenka" title="Documentation">📖</a> <a href="#research-NatalieZelenka" title="Research">🔬</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=NatalieZelenka" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ninadicara"><img src="https://avatars.githubusercontent.com/u/44364127?v=4?s=100" width="100px;" alt="Nina"/><br /><sub><b>Nina</b></sub></a><br /><a href="#projectManagement-ninadicara" title="Project Management">📆</a> <a href="#ideas-ninadicara" title="Ideas, Planning, & Feedback">🤔</a> <a href="#eventOrganizing-ninadicara" title="Event Organizing">📋</a> <a href="#maintenance-ninadicara" title="Maintenance">🚧</a> <a href="#a11y-ninadicara" title="Accessibility">️️️️♿️</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Documentation">📖</a> <a href="#design-ninadicara" title="Design">🎨</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aninadicara" title="Bug reports">🐛</a> <a href="#research-ninadicara" title="Research">🔬</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=ninadicara" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/conorhoughton"><img src="https://avatars.githubusercontent.com/u/6955092?v=4?s=100" width="100px;" alt="Conor Houghton"/><br /><sub><b>Conor Houghton</b></sub></a><br /><a href="#fundingFinding-conorhoughton" title="Funding Finding">🔍</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://dynamicgenetics.org"><img src="https://avatars.githubusercontent.com/u/1908453?v=4?s=100" width="100px;" alt="Valerio Maggio"/><br /><sub><b>Valerio Maggio</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aleriomaggio" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Ismael-KG"><img src="https://avatars.githubusercontent.com/u/64027166?v=4?s=100" width="100px;" alt="Ismael-KG"/><br /><sub><b>Ismael-KG</b></sub></a><br /><a href="#eventOrganizing-Ismael-KG" title="Event Organizing">📋</a> <a href="#ideas-Ismael-KG" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-Ismael-KG" title="Talks">📢</a> <a href="#promotion-Ismael-KG" title="Promotion">📣</a> <a href="#a11y-Ismael-KG" title="Accessibility">️️️️♿️</a> <a href="#research-Ismael-KG" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/researchers/katharine-robson-brown"><img src="https://www.turing.ac.uk/sites/default/files/styles/people/public/2018-07/kate-robson-brown-head-shot_0.jpg?itok=1lKG9FgK?s=100" width="100px;" alt="Kate Robson-Brown"/><br /><sub><b>Kate Robson-Brown</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a> <a href="#promotion" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=9tNdYV3TvjDC0p0L3d6TSvZ4ligZa3"><img src="https://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/PattyHolley_150x150.png?s=100" width="100px;" alt="Patricia Holley"/><br /><sub><b>Patricia Holley</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a> <a href="#promotion" title="Promotion">📣</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bris.ac.uk/contact/person/getDetails?personKey=grE64xPWAmrfuY1ZszJYlss6li3H7X"><img src="http://www.bristol.ac.uk/media-library/sites/jean-golding-institute/images/people/Lily-Rice150x100.jpg?s=100" width="100px;" alt="Lily Rice"/><br /><sub><b>Lily Rice</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3A" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ekuw"><img src="https://avatars.githubusercontent.com/u/76116294?v=4?s=100" width="100px;" alt="ekuw"/><br /><sub><b>ekuw</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Aekuw" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://linkedin.com/in/jatonline"><img src="https://avatars.githubusercontent.com/u/48878399?v=4?s=100" width="100px;" alt="James Thomas"/><br /><sub><b>James Thomas</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/pulls?q=is%3Apr+reviewed-by%3Ajatonline" title="Reviewed Pull Requests">👀</a> <a href="#talk-jatonline" title="Talks">📢</a> <a href="#promotion-jatonline" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/PogromcaPapai"><img src="https://avatars.githubusercontent.com/u/49349175?v=4?s=100" width="100px;" alt="Jakub Dakowski"/><br /><sub><b>Jakub Dakowski</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PogromcaPapai" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/vairylein"><img src="https://avatars.githubusercontent.com/u/1439220?v=4?s=100" width="100px;" alt="vairylein"/><br /><sub><b>vairylein</b></sub></a><br /><a href="#design-vairylein" title="Design">🎨</a> <a href="#ideas-vairylein" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-vairylein" title="Promotion">📣</a> <a href="#research-vairylein" title="Research">🔬</a> <a href="#talk-vairylein" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/cdt/digital-health/people/current-students/holly-fraser/"><img src="https://www.bristol.ac.uk/media-library/sites/cdt/images/Fraser.jpg?s=100" width="100px;" alt="Holly Fraser"/><br /><sub><b>Holly Fraser</b></sub></a><br /><a href="#userTesting" title="User Testing">📓</a> <a href="#example" title="Examples">💡</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/gareth-j"><img src="https://avatars.githubusercontent.com/u/8915182?v=4?s=100" width="100px;" alt="Gareth Jones"/><br /><sub><b>Gareth Jones</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=gareth-j" title="Code">💻</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="#maintenance-Lextuga007" title="Maintenance">🚧</a> <a href="#ideas-Lextuga007" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Claire-Haworth-04ed5882-f1f6-4fb5-8960-5581b0cc8bc4/"><img src="https://research-information.bris.ac.uk/ws/files/289337272/Claire_head_bristol_profile.jpg?s=100" width="100px;" alt="Claire Haworth"/><br /><sub><b>Claire Haworth</b></sub></a><br /><a href="#talk" title="Talks">📢</a> <a href="#fundingFinding" title="Funding Finding">🔍</a> <a href="#promotion" title="Promotion">📣</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://susana465.github.io/"><img src="https://avatars.githubusercontent.com/u/73224467?v=4?s=100" width="100px;" alt="Susana Roman Garcia"/><br /><sub><b>Susana Roman Garcia</b></sub></a><br /><a href="#example-Susana465" title="Examples">💡</a> <a href="#talk-Susana465" title="Talks">📢</a> <a href="#ideas-Susana465" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-Susana465" title="Promotion">📣</a> <a href="#eventOrganizing-Susana465" title="Event Organizing">📋</a> <a href="#research-Susana465" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://www.yasmindwiputri.com/"><img src="?s=100" width="100px;" alt="Yasmin Dwiputri"/><br /><sub><b>Yasmin Dwiputri</b></sub></a><br /><a href="#design" title="Design">🎨</a> <a href="#ideas" title="Ideas, Planning, & Feedback">🤔</a> <a href="#video" title="Videos">📹</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/HDiscoDay"><img src="https://avatars.githubusercontent.com/u/85741581?v=4?s=100" width="100px;" alt="Huw Day"/><br /><sub><b>Huw Day</b></sub></a><br /><a href="#eventOrganizing-HDiscoDay" title="Event Organizing">📋</a> <a href="#example-HDiscoDay" title="Examples">💡</a> <a href="#ideas-HDiscoDay" title="Ideas, Planning, & Feedback">🤔</a> <a href="#promotion-HDiscoDay" title="Promotion">📣</a> <a href="#research-HDiscoDay" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://melaniestefan.net/"><img src="https://avatars.githubusercontent.com/u/7545731?s=400&v=4?s=100" width="100px;" alt="Melanie I Stefan"/><br /><sub><b>Melanie I Stefan</b></sub></a><br /><a href="#ideas-MelanieIStefan" title="Ideas, Planning, & Feedback">🤔</a> <a href="#talk-MelanieIStefan" title="Talks">📢</a> <a href="#research-MelanieIStefan" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.gla.ac.uk/schools/bohvm/staff/euanbennet/"><img src="https://www.gla.ac.uk/media/Media_865350_smxx.jpg?s=100" width="100px;" alt="Euan Bennet"/><br /><sub><b>Euan Bennet</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/"><img src="?s=100" width="100px;" alt="Emma Kuwertz"/><br /><sub><b>Emma Kuwertz</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Philip-Clatworthy-a349d87c-0b95-4779-91d2-edf71a214f2d/"><img src="https://research-information.bris.ac.uk/ws/files/289033062/Phil_July_2020.png?s=100" width="100px;" alt="Phil Clatworthy"/><br /><sub><b>Phil Clatworthy</b></sub></a><br /><a href="#research" title="Research">🔬</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/SamCallaghan"><img src="https://avatars.githubusercontent.com/u/39956651?v=4?s=100" width="100px;" alt="SamCallaghan"/><br /><sub><b>SamCallaghan</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=SamCallaghan" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/maelorin"><img src="https://avatars.githubusercontent.com/u/3904823?v=4?s=100" width="100px;" alt="loki maelorin"/><br /><sub><b>loki maelorin</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=maelorin" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/dsmukilan"><img src="https://avatars.githubusercontent.com/u/11191375?v=4?s=100" width="100px;" alt="Mukilan Suresh"/><br /><sub><b>Mukilan Suresh</b></sub></a><br /><a href="#ideas-dsmukilan" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mcnanton"><img src="https://avatars.githubusercontent.com/u/42379883?v=4?s=100" width="100px;" alt="mcnanton"/><br /><sub><b>mcnanton</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Amcnanton" title="Bug reports">🐛</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.bristol.ac.uk/people/person/Emma-Kuwertz-d6ca1344-b999-42ae-8603-db59266ad245/"><img src="?s=100" width="100px;" alt="Emma Kuwertz"/><br /><sub><b>Emma Kuwertz</b></sub></a><br /><a href="#research" title="Research">🔬</a> <a href="#talk" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/CeilidhWelsh"><img src="https://avatars.githubusercontent.com/u/71887891?v=4?s=100" width="100px;" alt="CeilidhWelsh"/><br /><sub><b>CeilidhWelsh</b></sub></a><br /><a href="#talk-CeilidhWelsh" title="Talks">📢</a> <a href="#research-CeilidhWelsh" title="Research">🔬</a> <a href="#ideas-CeilidhWelsh" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://dynamicgenetics.org/"><img src="https://avatars.githubusercontent.com/u/5032882?v=4?s=100" width="100px;" alt="Oliver Davis"/><br /><sub><b>Oliver Davis</b></sub></a><br /><a href="#talk-OliverDavis" title="Talks">📢</a> <a href="#promotion-OliverDavis" title="Promotion">📣</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="http://homepages.inf.ed.ac.uk/sterratt"><img src="https://avatars.githubusercontent.com/u/4264803?v=4?s=100" width="100px;" alt="David C Sterratt"/><br /><sub><b>David C Sterratt</b></sub></a><br /><a href="#research-davidcsterratt" title="Research">🔬</a> <a href="#ideas-davidcsterratt" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.nicolaromano.net/"><img src="https://avatars.githubusercontent.com/u/208254?v=4?s=100" width="100px;" alt="Nicola Romanò"/><br /><sub><b>Nicola Romanò</b></sub></a><br /><a href="#research-nicolaromano" title="Research">🔬</a> <a href="#ideas-nicolaromano" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/doctoral-students/leo-gorman"><img src="https://avatars.githubusercontent.com/u/55786252?v=4?s=100" width="100px;" alt="Léo Gorman"/><br /><sub><b>Léo Gorman</b></sub></a><br /><a href="#talk-l-gorman" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/bengcooper"><img src="https://avatars.githubusercontent.com/u/3008392?v=4?s=100" width="100px;" alt="Ben Cooper"/><br /><sub><b>Ben Cooper</b></sub></a><br /><a href="#promotion-bengcooper" title="Promotion">📣</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=bengcooper" title="Code">💻</a></td>
+    </tr>
+  </tbody>
+</table>
+
+<!-- markdownlint-restore -->
+<!-- prettier-ignore-end -->
+
+<!-- ALL-CONTRIBUTORS-LIST:END -->
+
 ```{toctree}
 :maxdepth: 2
 :hidden:
@@ -51,7 +121,6 @@ labels
 about
 materials
 contribute
-contact
 ```
 
 <!--
diff --git a/yarn.lock b/yarn.lock
new file mode 100644
index 0000000..dfc041a
--- /dev/null
+++ b/yarn.lock
@@ -0,0 +1,434 @@
+# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+# yarn lockfile v1
+
+
+"@babel/runtime@^7.18.9", "@babel/runtime@^7.7.6":
+  version "7.24.6"
+  resolved "https://registry.yarnpkg.com/@babel/runtime/-/runtime-7.24.6.tgz#5b76eb89ad45e2e4a0a8db54c456251469a3358e"
+  integrity sha512-Ja18XcETdEl5mzzACGd+DKgaGJzPTCow7EglgwTmHdwokzDFYh/MHua6lU6DV/hjF2IaOJ4oX2nqnjG7RElKOw==
+  dependencies:
+    regenerator-runtime "^0.14.0"
+
+all-contributors-cli@^6.26.1:
+  version "6.26.1"
+  resolved "https://registry.yarnpkg.com/all-contributors-cli/-/all-contributors-cli-6.26.1.tgz#9f3358c9b9d0a7e66c8f84ffebf5a6432a859cae"
+  integrity sha512-Ymgo3FJACRBEd1eE653FD1J/+uD0kqpUNYfr9zNC1Qby0LgbhDBzB3EF6uvkAbYpycStkk41J+0oo37Lc02yEw==
+  dependencies:
+    "@babel/runtime" "^7.7.6"
+    async "^3.1.0"
+    chalk "^4.0.0"
+    didyoumean "^1.2.1"
+    inquirer "^7.3.3"
+    json-fixer "^1.6.8"
+    lodash "^4.11.2"
+    node-fetch "^2.6.0"
+    pify "^5.0.0"
+    yargs "^15.0.1"
+  optionalDependencies:
+    prettier "^2"
+
+ansi-escapes@^4.2.1:
+  version "4.3.2"
+  resolved "https://registry.yarnpkg.com/ansi-escapes/-/ansi-escapes-4.3.2.tgz#6b2291d1db7d98b6521d5f1efa42d0f3a9feb65e"
+  integrity sha512-gKXj5ALrKWQLsYG9jlTRmR/xKluxHV+Z9QEwNIgCfM1/uwPMCuzVVnh5mwTd+OuBZcwSIMbqssNWRm1lE51QaQ==
+  dependencies:
+    type-fest "^0.21.3"
+
+ansi-regex@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-5.0.1.tgz#082cb2c89c9fe8659a311a53bd6a4dc5301db304"
+  integrity sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==
+
+ansi-styles@^4.0.0, ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
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+  dependencies:
+    color-convert "^2.0.1"
+
+async@^3.1.0:
+  version "3.2.5"
+  resolved "https://registry.yarnpkg.com/async/-/async-3.2.5.tgz#ebd52a8fdaf7a2289a24df399f8d8485c8a46b66"
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+
+camelcase@^5.0.0:
+  version "5.3.1"
+  resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-5.3.1.tgz#e3c9b31569e106811df242f715725a1f4c494320"
+  integrity sha512-L28STB170nwWS63UjtlEOE3dldQApaJXZkOI1uMFfzf3rRuPegHaHesyee+YxQ+W6SvRDQV6UrdOdRiR153wJg==
+
+chalk@^4.0.0, chalk@^4.1.0, chalk@^4.1.2:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
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+  dependencies:
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
+
+chardet@^0.7.0:
+  version "0.7.0"
+  resolved "https://registry.yarnpkg.com/chardet/-/chardet-0.7.0.tgz#90094849f0937f2eedc2425d0d28a9e5f0cbad9e"
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+
+cli-cursor@^3.1.0:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/cli-cursor/-/cli-cursor-3.1.0.tgz#264305a7ae490d1d03bf0c9ba7c925d1753af307"
+  integrity sha512-I/zHAwsKf9FqGoXM4WWRACob9+SNukZTd94DWF57E4toouRulbCxcUh6RKUEOQlYTHJnzkPMySvPNaaSLNfLZw==
+  dependencies:
+    restore-cursor "^3.1.0"
+
+cli-width@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/cli-width/-/cli-width-3.0.0.tgz#a2f48437a2caa9a22436e794bf071ec9e61cedf6"
+  integrity sha512-FxqpkPPwu1HjuN93Omfm4h8uIanXofW0RxVEW3k5RKx+mJJYSthzNhp32Kzxxy3YAEZ/Dc/EWN1vZRY0+kOhbw==
+
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+  version "6.0.0"
+  resolved "https://registry.yarnpkg.com/cliui/-/cliui-6.0.0.tgz#511d702c0c4e41ca156d7d0e96021f23e13225b1"
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+    wrap-ansi "^6.2.0"
+
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+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
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+  dependencies:
+    color-name "~1.1.4"
+
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+
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+
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+
+emoji-regex@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
+  integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
+
+escape-string-regexp@^1.0.5:
+  version "1.0.5"
+  resolved "https://registry.yarnpkg.com/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz#1b61c0562190a8dff6ae3bb2cf0200ca130b86d4"
+  integrity sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==
+
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+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/external-editor/-/external-editor-3.1.0.tgz#cb03f740befae03ea4d283caed2741a83f335495"
+  integrity sha512-hMQ4CX1p1izmuLYyZqLMO/qGNw10wSv9QDCPfzXfyFrOaCSSoRfqE1Kf1s5an66J5JZC62NewG+mK49jOCtQew==
+  dependencies:
+    chardet "^0.7.0"
+    iconv-lite "^0.4.24"
+    tmp "^0.0.33"
+
+figures@^3.0.0:
+  version "3.2.0"
+  resolved "https://registry.yarnpkg.com/figures/-/figures-3.2.0.tgz#625c18bd293c604dc4a8ddb2febf0c88341746af"
+  integrity sha512-yaduQFRKLXYOGgEn6AZau90j3ggSOyiqXU0F9JZfeXYhNa+Jk4X+s45A2zg5jns87GAFa34BBm2kXw4XpNcbdg==
+  dependencies:
+    escape-string-regexp "^1.0.5"
+
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+  resolved "https://registry.yarnpkg.com/find-up/-/find-up-4.1.0.tgz#97afe7d6cdc0bc5928584b7c8d7b16e8a9aa5d19"
+  integrity sha512-PpOwAdQ/YlXQ2vj8a3h8IipDuYRi3wceVQQGYWxNINccq40Anw7BlsEXCMbt1Zt+OLA6Fq9suIpIWD0OsnISlw==
+  dependencies:
+    locate-path "^5.0.0"
+    path-exists "^4.0.0"
+
+get-caller-file@^2.0.1:
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/get-caller-file/-/get-caller-file-2.0.5.tgz#4f94412a82db32f36e3b0b9741f8a97feb031f7e"
+  integrity sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==
+
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+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
+
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+  version "0.4.24"
+  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.24.tgz#2022b4b25fbddc21d2f524974a474aafe733908b"
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+  dependencies:
+    safer-buffer ">= 2.1.2 < 3"
+
+inquirer@^7.3.3:
+  version "7.3.3"
+  resolved "https://registry.yarnpkg.com/inquirer/-/inquirer-7.3.3.tgz#04d176b2af04afc157a83fd7c100e98ee0aad003"
+  integrity sha512-JG3eIAj5V9CwcGvuOmoo6LB9kbAYT8HXffUl6memuszlwDC/qvFAJw49XJ5NROSFNPxp3iQg1GqkFhaY/CR0IA==
+  dependencies:
+    ansi-escapes "^4.2.1"
+    chalk "^4.1.0"
+    cli-cursor "^3.1.0"
+    cli-width "^3.0.0"
+    external-editor "^3.0.3"
+    figures "^3.0.0"
+    lodash "^4.17.19"
+    mute-stream "0.0.8"
+    run-async "^2.4.0"
+    rxjs "^6.6.0"
+    string-width "^4.1.0"
+    strip-ansi "^6.0.0"
+    through "^2.3.6"
+
+is-fullwidth-code-point@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz#f116f8064fe90b3f7844a38997c0b75051269f1d"
+  integrity sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==
+
+json-fixer@^1.6.8:
+  version "1.6.15"
+  resolved "https://registry.yarnpkg.com/json-fixer/-/json-fixer-1.6.15.tgz#f1f03b6771fcb383695d458c53e50b10999fba7f"
+  integrity sha512-TuDuZ5KrgyjoCIppdPXBMqiGfota55+odM+j2cQ5rt/XKyKmqGB3Whz1F8SN8+60yYGy/Nu5lbRZ+rx8kBIvBw==
+  dependencies:
+    "@babel/runtime" "^7.18.9"
+    chalk "^4.1.2"
+    pegjs "^0.10.0"
+
+locate-path@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/locate-path/-/locate-path-5.0.0.tgz#1afba396afd676a6d42504d0a67a3a7eb9f62aa0"
+  integrity sha512-t7hw9pI+WvuwNJXwk5zVHpyhIqzg2qTlklJOf0mVxGSbe3Fp2VieZcduNYjaLDoy6p9uGpQEGWG87WpMKlNq8g==
+  dependencies:
+    p-locate "^4.1.0"
+
+lodash@^4.11.2, lodash@^4.17.19:
+  version "4.17.21"
+  resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
+  integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
+
+mimic-fn@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/mimic-fn/-/mimic-fn-2.1.0.tgz#7ed2c2ccccaf84d3ffcb7a69b57711fc2083401b"
+  integrity sha512-OqbOk5oEQeAZ8WXWydlu9HJjz9WVdEIvamMCcXmuqUYjTknH/sqsWvhQ3vgwKFRR1HpjvNBKQ37nbJgYzGqGcg==
+
+mute-stream@0.0.8:
+  version "0.0.8"
+  resolved "https://registry.yarnpkg.com/mute-stream/-/mute-stream-0.0.8.tgz#1630c42b2251ff81e2a283de96a5497ea92e5e0d"
+  integrity sha512-nnbWWOkoWyUsTjKrhgD0dcz22mdkSnpYqbEjIm2nhwhuxlSkpywJmBo8h0ZqJdkp73mb90SssHkN4rsRaBAfAA==
+
+node-fetch@^2.6.0:
+  version "2.7.0"
+  resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.7.0.tgz#d0f0fa6e3e2dc1d27efcd8ad99d550bda94d187d"
+  integrity sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==
+  dependencies:
+    whatwg-url "^5.0.0"
+
+onetime@^5.1.0:
+  version "5.1.2"
+  resolved "https://registry.yarnpkg.com/onetime/-/onetime-5.1.2.tgz#d0e96ebb56b07476df1dd9c4806e5237985ca45e"
+  integrity sha512-kbpaSSGJTWdAY5KPVeMOKXSrPtr8C8C7wodJbcsd51jRnmD+GZu8Y0VoU6Dm5Z4vWr0Ig/1NKuWRKf7j5aaYSg==
+  dependencies:
+    mimic-fn "^2.1.0"
+
+os-tmpdir@~1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/os-tmpdir/-/os-tmpdir-1.0.2.tgz#bbe67406c79aa85c5cfec766fe5734555dfa1274"
+  integrity sha512-D2FR03Vir7FIu45XBY20mTb+/ZSWB00sjU9jdQXt83gDrI4Ztz5Fs7/yy74g2N5SVQY4xY1qDr4rNddwYRVX0g==
+
+p-limit@^2.2.0:
+  version "2.3.0"
+  resolved "https://registry.yarnpkg.com/p-limit/-/p-limit-2.3.0.tgz#3dd33c647a214fdfffd835933eb086da0dc21db1"
+  integrity sha512-//88mFWSJx8lxCzwdAABTJL2MyWB12+eIY7MDL2SqLmAkeKU9qxRvWuSyTjm3FUmpBEMuFfckAIqEaVGUDxb6w==
+  dependencies:
+    p-try "^2.0.0"
+
+p-locate@^4.1.0:
+  version "4.1.0"
+  resolved "https://registry.yarnpkg.com/p-locate/-/p-locate-4.1.0.tgz#a3428bb7088b3a60292f66919278b7c297ad4f07"
+  integrity sha512-R79ZZ/0wAxKGu3oYMlz8jy/kbhsNrS7SKZ7PxEHBgJ5+F2mtFW2fK2cOtBh1cHYkQsbzFV7I+EoRKe6Yt0oK7A==
+  dependencies:
+    p-limit "^2.2.0"
+
+p-try@^2.0.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/p-try/-/p-try-2.2.0.tgz#cb2868540e313d61de58fafbe35ce9004d5540e6"
+  integrity sha512-R4nPAVTAU0B9D35/Gk3uJf/7XYbQcyohSKdvAxIRSNghFl4e71hVoGnBNQz9cWaXxO2I10KTC+3jMdvvoKw6dQ==
+
+path-exists@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-4.0.0.tgz#513bdbe2d3b95d7762e8c1137efa195c6c61b5b3"
+  integrity sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w==
+
+pegjs@^0.10.0:
+  version "0.10.0"
+  resolved "https://registry.yarnpkg.com/pegjs/-/pegjs-0.10.0.tgz#cf8bafae6eddff4b5a7efb185269eaaf4610ddbd"
+  integrity sha512-qI5+oFNEGi3L5HAxDwN2LA4Gg7irF70Zs25edhjld9QemOgp0CbvMtbFcMvFtEo1OityPrcCzkQFB8JP/hxgow==
+
+pify@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/pify/-/pify-5.0.0.tgz#1f5eca3f5e87ebec28cc6d54a0e4aaf00acc127f"
+  integrity sha512-eW/gHNMlxdSP6dmG6uJip6FXN0EQBwm2clYYd8Wul42Cwu/DK8HEftzsapcNdYe2MfLiIwZqsDk2RDEsTE79hA==
+
+prettier@^2:
+  version "2.8.8"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-2.8.8.tgz#e8c5d7e98a4305ffe3de2e1fc4aca1a71c28b1da"
+  integrity sha512-tdN8qQGvNjw4CHbY+XXk0JgCXn9QiF21a55rBe5LJAU+kDyC4WQn4+awm2Xfk2lQMk5fKup9XgzTZtGkjBdP9Q==
+
+regenerator-runtime@^0.14.0:
+  version "0.14.1"
+  resolved "https://registry.yarnpkg.com/regenerator-runtime/-/regenerator-runtime-0.14.1.tgz#356ade10263f685dda125100cd862c1db895327f"
+  integrity sha512-dYnhHh0nJoMfnkZs6GmmhFknAGRrLznOu5nc9ML+EJxGvrx6H7teuevqVqCuPcPK//3eDrrjQhehXVx9cnkGdw==
+
+require-directory@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/require-directory/-/require-directory-2.1.1.tgz#8c64ad5fd30dab1c976e2344ffe7f792a6a6df42"
+  integrity sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==
+
+require-main-filename@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/require-main-filename/-/require-main-filename-2.0.0.tgz#d0b329ecc7cc0f61649f62215be69af54aa8989b"
+  integrity sha512-NKN5kMDylKuldxYLSUfrbo5Tuzh4hd+2E8NPPX02mZtn1VuREQToYe/ZdlJy+J3uCpfaiGF05e7B8W0iXbQHmg==
+
+restore-cursor@^3.1.0:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/restore-cursor/-/restore-cursor-3.1.0.tgz#39f67c54b3a7a58cea5236d95cf0034239631f7e"
+  integrity sha512-l+sSefzHpj5qimhFSE5a8nufZYAM3sBSVMAPtYkmC+4EH2anSGaEMXSD0izRQbu9nfyQ9y5JrVmp7E8oZrUjvA==
+  dependencies:
+    onetime "^5.1.0"
+    signal-exit "^3.0.2"
+
+run-async@^2.4.0:
+  version "2.4.1"
+  resolved "https://registry.yarnpkg.com/run-async/-/run-async-2.4.1.tgz#8440eccf99ea3e70bd409d49aab88e10c189a455"
+  integrity sha512-tvVnVv01b8c1RrA6Ep7JkStj85Guv/YrMcwqYQnwjsAS2cTmmPGBBjAjpCW7RrSodNSoE2/qg9O4bceNvUuDgQ==
+
+rxjs@^6.6.0:
+  version "6.6.7"
+  resolved "https://registry.yarnpkg.com/rxjs/-/rxjs-6.6.7.tgz#90ac018acabf491bf65044235d5863c4dab804c9"
+  integrity sha512-hTdwr+7yYNIT5n4AMYp85KA6yw2Va0FLa3Rguvbpa4W3I5xynaBZo41cM3XM+4Q6fRMj3sBYIR1VAmZMXYJvRQ==
+  dependencies:
+    tslib "^1.9.0"
+
+"safer-buffer@>= 2.1.2 < 3":
+  version "2.1.2"
+  resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
+  integrity sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==
+
+set-blocking@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/set-blocking/-/set-blocking-2.0.0.tgz#045f9782d011ae9a6803ddd382b24392b3d890f7"
+  integrity sha512-KiKBS8AnWGEyLzofFfmvKwpdPzqiy16LvQfK3yv/fVH7Bj13/wl3JSR1J+rfgRE9q7xUJK4qvgS8raSOeLUehw==
+
+signal-exit@^3.0.2:
+  version "3.0.7"
+  resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.7.tgz#a9a1767f8af84155114eaabd73f99273c8f59ad9"
+  integrity sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==
+
+string-width@^4.1.0, string-width@^4.2.0:
+  version "4.2.3"
+  resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
+  integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
+  dependencies:
+    emoji-regex "^8.0.0"
+    is-fullwidth-code-point "^3.0.0"
+    strip-ansi "^6.0.1"
+
+strip-ansi@^6.0.0, strip-ansi@^6.0.1:
+  version "6.0.1"
+  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-6.0.1.tgz#9e26c63d30f53443e9489495b2105d37b67a85d9"
+  integrity sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==
+  dependencies:
+    ansi-regex "^5.0.1"
+
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
+  dependencies:
+    has-flag "^4.0.0"
+
+through@^2.3.6:
+  version "2.3.8"
+  resolved "https://registry.yarnpkg.com/through/-/through-2.3.8.tgz#0dd4c9ffaabc357960b1b724115d7e0e86a2e1f5"
+  integrity sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==
+
+tmp@^0.0.33:
+  version "0.0.33"
+  resolved "https://registry.yarnpkg.com/tmp/-/tmp-0.0.33.tgz#6d34335889768d21b2bcda0aa277ced3b1bfadf9"
+  integrity sha512-jRCJlojKnZ3addtTOjdIqoRuPEKBvNXcGYqzO6zWZX8KfKEpnGY5jfggJQ3EjKuu8D4bJRr0y+cYJFmYbImXGw==
+  dependencies:
+    os-tmpdir "~1.0.2"
+
+tr46@~0.0.3:
+  version "0.0.3"
+  resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a"
+  integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==
+
+tslib@^1.9.0:
+  version "1.14.1"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.14.1.tgz#cf2d38bdc34a134bcaf1091c41f6619e2f672d00"
+  integrity sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg==
+
+type-fest@^0.21.3:
+  version "0.21.3"
+  resolved "https://registry.yarnpkg.com/type-fest/-/type-fest-0.21.3.tgz#d260a24b0198436e133fa26a524a6d65fa3b2e37"
+  integrity sha512-t0rzBq87m3fVcduHDUFhKmyyX+9eo6WQjZvf51Ea/M0Q7+T374Jp1aUiyUl0GKxp8M/OETVHSDvmkyPgvX+X2w==
+
+webidl-conversions@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz#24534275e2a7bc6be7bc86611cc16ae0a5654871"
+  integrity sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==
+
+whatwg-url@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/whatwg-url/-/whatwg-url-5.0.0.tgz#966454e8765462e37644d3626f6742ce8b70965d"
+  integrity sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==
+  dependencies:
+    tr46 "~0.0.3"
+    webidl-conversions "^3.0.0"
+
+which-module@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/which-module/-/which-module-2.0.1.tgz#776b1fe35d90aebe99e8ac15eb24093389a4a409"
+  integrity sha512-iBdZ57RDvnOR9AGBhML2vFZf7h8vmBjhoaZqODJBFWHVtKkDmKuHai3cx5PgVMrX5YDNp27AofYbAwctSS+vhQ==
+
+wrap-ansi@^6.2.0:
+  version "6.2.0"
+  resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-6.2.0.tgz#e9393ba07102e6c91a3b221478f0257cd2856e53"
+  integrity sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==
+  dependencies:
+    ansi-styles "^4.0.0"
+    string-width "^4.1.0"
+    strip-ansi "^6.0.0"
+
+y18n@^4.0.0:
+  version "4.0.3"
+  resolved "https://registry.yarnpkg.com/y18n/-/y18n-4.0.3.tgz#b5f259c82cd6e336921efd7bfd8bf560de9eeedf"
+  integrity sha512-JKhqTOwSrqNA1NY5lSztJ1GrBiUodLMmIZuLiDaMRJ+itFd+ABVE8XBjOvIWL+rSqNDC74LCSFmlb/U4UZ4hJQ==
+
+yargs-parser@^18.1.2:
+  version "18.1.3"
+  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-18.1.3.tgz#be68c4975c6b2abf469236b0c870362fab09a7b0"
+  integrity sha512-o50j0JeToy/4K6OZcaQmW6lyXXKhq7csREXcDwk2omFPJEwUNOVtJKvmDr9EI1fAJZUyZcRF7kxGBWmRXudrCQ==
+  dependencies:
+    camelcase "^5.0.0"
+    decamelize "^1.2.0"
+
+yargs@^15.0.1:
+  version "15.4.1"
+  resolved "https://registry.yarnpkg.com/yargs/-/yargs-15.4.1.tgz#0d87a16de01aee9d8bec2bfbf74f67851730f4f8"
+  integrity sha512-aePbxDmcYW++PaqBsJ+HYUFwCdv4LVvdnhBy78E57PIor8/OVvhMrADFFEDh8DHDFRv/O9i3lPhsENjO7QX0+A==
+  dependencies:
+    cliui "^6.0.0"
+    decamelize "^1.2.0"
+    find-up "^4.1.0"
+    get-caller-file "^2.0.1"
+    require-directory "^2.1.1"
+    require-main-filename "^2.0.0"
+    set-blocking "^2.0.0"
+    string-width "^4.2.0"
+    which-module "^2.0.0"
+    y18n "^4.0.0"
+    yargs-parser "^18.1.2"

From d2c387351c85c9234d9664cbbf25653ab4ec32aa Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 18:24:40 +0100
Subject: [PATCH 22/36] Update aims

---
 site/index.md | 26 +++++---------------------
 1 file changed, 5 insertions(+), 21 deletions(-)

diff --git a/site/index.md b/site/index.md
index c9fc434..30fa5d6 100644
--- a/site/index.md
+++ b/site/index.md
@@ -1,36 +1,21 @@
 
 # The Data Hazards Project
 
-[//]: # (TODO: Include all alt text)
-
-<!---
-```{image} images/title-image.png
-:alt: Data Hazard warning signs labelled algorithmic decision-making, ranking people, difficult to understand.
-```
---->
 <div style="text-align: center">
 <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/26fNnar4JvY?controls=0" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
 </div>
 
 
-
-Data Hazards is a project about worst-case scenarios of data science. 
+Data Hazards is a project to help us all identify the hazards of using data science. 
 Data scientists are great at selling our work, for example communicating the gains in efficiency and accuracy, but we are less well-practiced in thinking about the ethical implications of our work. 
 The ethical implications go beyond most ethics Institutional Review Boards, to questions about the wider societal impact of data science and algorithms work.
 
 ### Aims
 We aim to __create resources__ to:
-1. Create a shared vocabulary of Data Hazards in the form of [Data Hazard Labels](contents/data-hazards).
-2. Make ethical and future-thinking more accessible to data scientists, computer scientists and applied mathematicians - to apply to their own work.
-3. Enable bringing together and respecting diverse and interdisciplinary viewpoints to this work, through workshops or mailing lists.
-4. Find out what circumstances, and for who, these resources work best.
-
-### How
-To support our aims we will:
-1. Get feedback on our [Data Hazard labels](contents/data-hazards), to develop them with the communities who will be using them.
-2. Create resources that help data scientists reflect on their own work, by creating prompts, frameworks, and forms for them to consider.
-3. Run workshops and mailing lists where data scientists can listen to diverse perspectives and grow their ideas of what is possible, and where interdisciplinary researchers and the public can both be heard, respected, and listened to by the people who are doing computational and mathematical work.
-4. Listen to our community's feedback through surveys.
+1. Create a community-driven open-source vocabulary of ethical hazards for data-intensive research and development, in the form of [Data Hazard labels](contents/data-hazards).
+2. Make ethical and future-thinking more accessible to data scientists, computer scientists and applied mathematicians to apply to their own work.
+3. Enable bringing together and respecting diverse and interdisciplinary viewpoints to this work, and produce resources to do this.
+4. Find out in what circumstances, and for who, these resources work best.
 
 ```{admonition} Why are the Hazard Labels so scary-looking?
 We know that the [Data Hazards labels](contents/data-hazards) are a bit frightening. Argh, there's a skull!
@@ -45,7 +30,6 @@ We made this choice because we want a similar response from people:
 ```
 
 
-
 ## Contributors
 
 Our brilliant contributors are listed here, and you can [read more detail about our contributing process here](contribute).

From 5b0f8cc4c9cbc698cc0e9981951956b4f3021534 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 18:24:58 +0100
Subject: [PATCH 23/36] Update image path, alt-text

---
 site/hazards/automates-decision-making.md   |  2 +-
 site/hazards/danger-of-misuse.md            |  4 ++--
 site/hazards/difficult-to-understand.md     |  2 +-
 site/hazards/direct-harm.md                 |  2 +-
 site/hazards/general-hazard.md              |  2 +-
 site/hazards/hazard-template.md             |  2 +-
 site/hazards/high-environmental-cost.md     |  4 ++--
 site/hazards/lacks-community-involvement.md |  4 ++--
 site/hazards/lacks-informed-consent.md      |  4 ++--
 site/hazards/ranks-classifies.md            |  4 ++--
 site/hazards/reinforces-biases.md           |  4 ++--
 site/hazards/risk-to-privacy.md             |  2 +-
 site/labels.md                              | 20 ++++++++++----------
 13 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/site/hazards/automates-decision-making.md b/site/hazards/automates-decision-making.md
index f86a0f4..df152ef 100644
--- a/site/hazards/automates-decision-making.md
+++ b/site/hazards/automates-decision-making.md
@@ -1,6 +1,6 @@
 # Hazard: Automates Decision Making
 
-```{image} ../../images/hazards/automates-decision-making.png
+```{image} ../images/hazards/automates-decision-making.png
 :alt: A red diamond shaped outline (like a warning sign) with two connected cogs that have two arrows coming out of the top of them.
 :width: 250px
 ```
diff --git a/site/hazards/danger-of-misuse.md b/site/hazards/danger-of-misuse.md
index 9cad6d1..c19d833 100644
--- a/site/hazards/danger-of-misuse.md
+++ b/site/hazards/danger-of-misuse.md
@@ -1,7 +1,7 @@
 # Hazard: Danger Of Misuse
 
-```{image} ../../images/hazards/misuse.png
-:alt: A red diamond shaped outline (like a warning sign) with a hammer raised above a screw in the middle.
+```{image} ../images/hazards/misuse.png
+:alt: A red diamond shaped outline (like a warning sign) with a hammer raised above a bent screw in the middle.
 :width: 250px
 ```
 
diff --git a/site/hazards/difficult-to-understand.md b/site/hazards/difficult-to-understand.md
index 0646e74..ef2d3aa 100644
--- a/site/hazards/difficult-to-understand.md
+++ b/site/hazards/difficult-to-understand.md
@@ -1,6 +1,6 @@
 # Hazard: Difficult To Understand
 
-```{image} ../../images/hazards/difficult-to-understand.png
+```{image} ../images/hazards/difficult-to-understand.png
 :alt: A red diamond shaped outline (like a warning sign) with an image of a closed box and a question mark next to it.
 :width: 250px
 ```
diff --git a/site/hazards/direct-harm.md b/site/hazards/direct-harm.md
index 8187803..524f407 100644
--- a/site/hazards/direct-harm.md
+++ b/site/hazards/direct-harm.md
@@ -1,6 +1,6 @@
 # Hazard: May Cause Direct Harm
 
-```{image} ../../images/hazards/direct-harm.png
+```{image} ../images/hazards/direct-harm.png
 :alt: A red diamond shaped outline (like a warning sign) with a skull in the middle.
 :width: 250px
 ```
diff --git a/site/hazards/general-hazard.md b/site/hazards/general-hazard.md
index 392432c..365daa1 100644
--- a/site/hazards/general-hazard.md
+++ b/site/hazards/general-hazard.md
@@ -1,6 +1,6 @@
 # Hazard: General Data Hazard
 
-```{image} ../../images/hazards/general-hazard.png
+```{image} ../images/hazards/general-hazard.png
 :alt: A red diamond shaped outline (like a warning sign) with an exclamation mark in the middle.
 :width: 250px
 ```
diff --git a/site/hazards/hazard-template.md b/site/hazards/hazard-template.md
index 462c51f..9ea891f 100644
--- a/site/hazards/hazard-template.md
+++ b/site/hazards/hazard-template.md
@@ -1,6 +1,6 @@
 # Hazard: 
 
-```{image} ../../images/hazards/XX
+```{image} ../images/hazards/XX
 :alt: A red diamond shaped outline (like a warning sign) with .....
 :width: 250px
 ```
diff --git a/site/hazards/high-environmental-cost.md b/site/hazards/high-environmental-cost.md
index 8f5a412..563f582 100644
--- a/site/hazards/high-environmental-cost.md
+++ b/site/hazards/high-environmental-cost.md
@@ -1,7 +1,7 @@
 # Hazard: High Environmental Cost
 
-```{image} ../../images/hazards/environment.png
-:alt: A red diamond shaped outline (like a warning sign) with an image of a globe in the middle.
+```{image} ../images/hazards/environment.png
+:alt: A red diamond shaped outline (like a warning sign) with an image of a globe on fire in the middle.
 :width: 250px
 ```
 
diff --git a/site/hazards/lacks-community-involvement.md b/site/hazards/lacks-community-involvement.md
index 38b64ad..540afd5 100644
--- a/site/hazards/lacks-community-involvement.md
+++ b/site/hazards/lacks-community-involvement.md
@@ -1,7 +1,7 @@
 # Hazard: Lacks Community Involvement
 
-```{image} ../../images/hazards/lacks-community.png
-:alt: A red diamond shaped outline (like a warning sign) with figures in the middle who have empty speech bubbles above their heads.
+```{image} ../images/hazards/lacks-community.png
+:alt: A red diamond shaped outline (like a warning sign) with figures in the middle who have a speech bubble above their heads with a big cross through it.
 :width: 250px
 ```
 
diff --git a/site/hazards/lacks-informed-consent.md b/site/hazards/lacks-informed-consent.md
index 506f455..4738b31 100644
--- a/site/hazards/lacks-informed-consent.md
+++ b/site/hazards/lacks-informed-consent.md
@@ -1,7 +1,7 @@
 # Hazard: Lacks Informed Consent
 
-```{image} ../../images/hazards/lacks-informed-consent.png
-:alt: A red diamond shaped outline (like a warning sign) with an icon of a form in the middle.
+```{image} ../images/hazards/lacks-informed-consent.png
+:alt: A red diamond shaped outline (like a warning sign) containing a magnifying glass hovering over a cross on a piece of paper.
 :width: 250px
 ```
 
diff --git a/site/hazards/ranks-classifies.md b/site/hazards/ranks-classifies.md
index 6527582..7fc319d 100644
--- a/site/hazards/ranks-classifies.md
+++ b/site/hazards/ranks-classifies.md
@@ -1,7 +1,7 @@
 # Hazard: Ranks Or Classifies People
 
-```{image} ../../images/hazards/classifies-people.png
-:alt: A red diamond shaped outline (like a warning sign) with a set of weighing scales in the middle, and a person sitting on each side of the scale.
+```{image} ../images/hazards/classifies-people.png
+:alt: A red diamond shaped outline (like a warning sign) with three people standing on a podium of first, second and third place.
 :width: 250px
 ```
 
diff --git a/site/hazards/reinforces-biases.md b/site/hazards/reinforces-biases.md
index 7d6dd42..6159a74 100644
--- a/site/hazards/reinforces-biases.md
+++ b/site/hazards/reinforces-biases.md
@@ -1,7 +1,7 @@
 # Hazard: Reinforces Existing Biases
 
-```{image} ../../images/hazards/reinforce-bias.png
-:alt: A red diamond shaped outline (like a warning sign) around two arrows pointing to each other in a circle.
+```{image} ../images/hazards/reinforce-bias.png
+:alt: A red diamond shaped outline (like a warning sign) with a dark head and shoulders, who has a white triangle in their mind. They are looking out at a black circle, a black square and a larger white triangle just ahead of them. This indicates that the largest shape is the one that they think of. 
 :width: 250px
 ```
 
diff --git a/site/hazards/risk-to-privacy.md b/site/hazards/risk-to-privacy.md
index ce09f0f..cff557f 100644
--- a/site/hazards/risk-to-privacy.md
+++ b/site/hazards/risk-to-privacy.md
@@ -1,6 +1,6 @@
 # Hazard: Risk To Privacy
 
-```{image} ../../images/hazards/privacy.png
+```{image} ../images/hazards/privacy.png
 :alt: A red diamond shaped outline (like a warning sign) with a picture of a surveillance camera in the middle.
 :width: 250px
 ```
diff --git a/site/labels.md b/site/labels.md
index fadbb53..99e0703 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -23,63 +23,63 @@ Each hazard has:
 
 ::::{grid-item-card} General Data Hazard
 :img-top: images/hazards/general-hazard.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with an exclamation mark in the middle.
 :link: /hazards/general-hazard
 :link-type: doc
 ::::
 
 ::::{grid-item-card} Reinforces Existing Biases
 :img-top: images/hazards/reinforce-bias.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with a dark head and shoulders, who has a white triangle in their mind. They are looking out at a black circle, a black square and a larger white triangle just ahead of them. This indicates that the largest shape is the one that they think of. 
 :link: hazards/reinforces-biases
 :link-type: doc
 ::::
 
 ::::{grid-item-card} Ranks Or Classifies People
 :img-top: images/hazards/classifies-people.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with three people standing on a podium of first, second and third place.
 :link: hazards/ranks-classifies
 :link-type: doc
 ::::
 
 ::::{grid-item-card} High Environmental Cost
 :img-top: images/hazards/environment.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with an image of a globe on fire in the middle.
 :link: hazards/high-environmental-cost
 :link-type: doc
 ::::
 
 ::::{grid-item-card} Lacks Community Involvement
 :img-top: /images/hazards/lacks-community.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with figures in the middle who have a speech bubble above their heads with a big cross through it.
 :link: hazards/lacks-community-involvement
 :link-type: doc
 ::::
 
 ::::{grid-item-card} Danger Of Misuse
 :img-top: /images/hazards/misuse.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with a hammer raised above a bent screw in the middle.
 :link: hazards/danger-of-misuse
 :link-type: doc
 ::::
 
 ::::{grid-item-card} Difficult to Understand
 :img-top: /images/hazards/difficult-to-understand.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with an image of a closed box and a question mark next to it.
 :link: hazards/difficult-to-understand
 :link-type: doc
 ::::
 
 ::::{grid-item-card} May Cause Direct Harm
 :img-top: /images/hazards/direct-harm.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with a skull in the middle.
 :link: hazards/direct-harm
 :link-type: doc
 ::::
 
 ::::{grid-item-card} Risk to Privacy
 :img-top: /images/hazards/privacy.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) with a picture of a surveillance camera in the middle.
 :link: hazards/risk-to-privacy
 :link-type: doc
 ::::
@@ -93,7 +93,7 @@ Each hazard has:
 
 ::::{grid-item-card} Lacks Informed Consent
 :img-top: /images/hazards/lacks-informed-consent.png
-:img-alt:
+:img-alt: A red diamond shaped outline (like a warning sign) containing a magnifying glass hovering over a cross on a piece of paper.
 :link: hazards/lacks-informed-consent
 :link-type: doc
 ::::

From 3e022fafa787c40fb27a4cc24d384608745e07f7 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 18:30:26 +0100
Subject: [PATCH 24/36] Update alt text

---
 site/hazards/automates-decision-making.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/site/hazards/automates-decision-making.md b/site/hazards/automates-decision-making.md
index df152ef..82e7ee3 100644
--- a/site/hazards/automates-decision-making.md
+++ b/site/hazards/automates-decision-making.md
@@ -1,7 +1,7 @@
 # Hazard: Automates Decision Making
 
 ```{image} ../images/hazards/automates-decision-making.png
-:alt: A red diamond shaped outline (like a warning sign) with two connected cogs that have two arrows coming out of the top of them.
+:alt: A red diamond shaped outline (like a warning sign) with two connected cogs that have arrows coming out of the top of them.
 :width: 250px
 ```
 

From 124358fa78467a8f39e721c45072cfe043814667 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Wed, 29 May 2024 18:30:35 +0100
Subject: [PATCH 25/36] Put labels in alphabetical order

---
 site/labels.md | 73 +++++++++++++++++++++++++-------------------------
 1 file changed, 36 insertions(+), 37 deletions(-)

diff --git a/site/labels.md b/site/labels.md
index 99e0703..0da0038 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -1,11 +1,6 @@
 # Data Hazard labels
 
-```{admonition} Version
-:class: success
-
-Current version: 1.0
-
-```
+__Version 1.0__
 
 This page contains the Data Hazard labels themselves.
 We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to. 
@@ -28,17 +23,24 @@ Each hazard has:
 :link-type: doc
 ::::
 
-::::{grid-item-card} Reinforces Existing Biases
-:img-top: images/hazards/reinforce-bias.png
-:img-alt: A red diamond shaped outline (like a warning sign) with a dark head and shoulders, who has a white triangle in their mind. They are looking out at a black circle, a black square and a larger white triangle just ahead of them. This indicates that the largest shape is the one that they think of. 
-:link: hazards/reinforces-biases
+::::{grid-item-card} Automates Decision Making
+:img-top: /images/hazards/automates-decision-making.png
+:img-alt: A red diamond shaped outline (like a warning sign) with two connected cogs that have arrows coming out of the top of them.
+:link: hazards/automates-decision-making
 :link-type: doc
 ::::
 
-::::{grid-item-card} Ranks Or Classifies People
-:img-top: images/hazards/classifies-people.png
-:img-alt: A red diamond shaped outline (like a warning sign) with three people standing on a podium of first, second and third place.
-:link: hazards/ranks-classifies
+::::{grid-item-card} Danger Of Misuse
+:img-top: /images/hazards/misuse.png
+:img-alt: A red diamond shaped outline (like a warning sign) with a hammer raised above a bent screw in the middle.
+:link: hazards/danger-of-misuse
+:link-type: doc
+::::
+
+::::{grid-item-card} Difficult to Understand
+:img-top: /images/hazards/difficult-to-understand.png
+:img-alt: A red diamond shaped outline (like a warning sign) with an image of a closed box and a question mark next to it.
+:link: hazards/difficult-to-understand
 :link-type: doc
 ::::
 
@@ -56,17 +58,10 @@ Each hazard has:
 :link-type: doc
 ::::
 
-::::{grid-item-card} Danger Of Misuse
-:img-top: /images/hazards/misuse.png
-:img-alt: A red diamond shaped outline (like a warning sign) with a hammer raised above a bent screw in the middle.
-:link: hazards/danger-of-misuse
-:link-type: doc
-::::
-
-::::{grid-item-card} Difficult to Understand
-:img-top: /images/hazards/difficult-to-understand.png
-:img-alt: A red diamond shaped outline (like a warning sign) with an image of a closed box and a question mark next to it.
-:link: hazards/difficult-to-understand
+::::{grid-item-card} Lacks Informed Consent
+:img-top: /images/hazards/lacks-informed-consent.png
+:img-alt: A red diamond shaped outline (like a warning sign) containing a magnifying glass hovering over a cross on a piece of paper.
+:link: hazards/lacks-informed-consent
 :link-type: doc
 ::::
 
@@ -77,24 +72,24 @@ Each hazard has:
 :link-type: doc
 ::::
 
-::::{grid-item-card} Risk to Privacy
-:img-top: /images/hazards/privacy.png
-:img-alt: A red diamond shaped outline (like a warning sign) with a picture of a surveillance camera in the middle.
-:link: hazards/risk-to-privacy
+::::{grid-item-card} Ranks Or Classifies People
+:img-top: images/hazards/classifies-people.png
+:img-alt: A red diamond shaped outline (like a warning sign) with three people standing on a podium of first, second and third place.
+:link: hazards/ranks-classifies
 :link-type: doc
 ::::
 
-::::{grid-item-card} Automates Decision Making
-:img-top: /images/hazards/automates-decision-making.png
-:img-alt:
-:link: hazards/automates-decision-making
+::::{grid-item-card} Reinforces Existing Biases
+:img-top: images/hazards/reinforce-bias.png
+:img-alt: A red diamond shaped outline (like a warning sign) with a dark head and shoulders, who has a white triangle in their mind. They are looking out at a black circle, a black square and a larger white triangle just ahead of them. This indicates that the largest shape is the one that they think of. 
+:link: hazards/reinforces-biases
 :link-type: doc
 ::::
 
-::::{grid-item-card} Lacks Informed Consent
-:img-top: /images/hazards/lacks-informed-consent.png
-:img-alt: A red diamond shaped outline (like a warning sign) containing a magnifying glass hovering over a cross on a piece of paper.
-:link: hazards/lacks-informed-consent
+::::{grid-item-card} Risk to Privacy
+:img-top: /images/hazards/privacy.png
+:img-alt: A red diamond shaped outline (like a warning sign) with a picture of a surveillance camera in the middle.
+:link: hazards/risk-to-privacy
 :link-type: doc
 ::::
 
@@ -118,6 +113,10 @@ The most recent changes should be at the top of the list.
 More detailed paragraph (~100 words is more than enough!) that describes the changes in more detail and their impact.  
 [Your name](link to your github profile) -->
 
+__29.05.2024: Put labels in alphabetical order__
+[@ninadicara](https://github.com/ninadicara)  
+
+
 __06.12.2022: Update new Hazard labels__
 [@ninadicara](https://github.com/ninadicara)  
 Updated all the images of the Hazards with our new labels designed by the amazing [Yasmin Dwiputri](http://yasmindwiputri.com/)! 

From cf9f0b60bb69228b51e94412067394ec6dde687d Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:25:19 +0100
Subject: [PATCH 26/36] Reorganise about and readd the anatomy image

---
 site/about.md | 74 ++++++++++++++++++++++++---------------------------
 1 file changed, 35 insertions(+), 39 deletions(-)

diff --git a/site/about.md b/site/about.md
index c980b25..c65782f 100644
--- a/site/about.md
+++ b/site/about.md
@@ -1,35 +1,16 @@
 # About
 
-Read more about the origin of the project and its ethos, contributors and timeline here. 
+The image below describes the 'anatomy' of a Data Hazard label.   
 
-<div style="text-align: center">
-<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/bsAXXCdF7fo?controls=0" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
-</div>
-
-## Contact information 
-
-The Data Hazards Project was founded by Dr Natalie Zelenka and Dr Nina Di Cara, and is now co-led by Natalie, Nina and Dr Huw Day. Our details are provided below.  
-We're always keen to hear from people interested in the project, or wanting to get involved. Feel free to send us both an email, or you can find us on Twitter!
-
-```{list-table}
-:header-rows: 1
-
-* - __Nina Di Cara__
-  - __Natalie Zelenka__
-  - __Huw Day__
-* - Senior Research Associate, School of Psychological Science, University of Bristol
-  - Senior Research Fellow in Health Data Science, Institute of Health Informatics, University College London
-  - Data Scientist, Jean Golding Institute, University of Bristol
-* - GitHub: [@ninadicara](https://github.com/ninadicara)
-  - GitHub: [@NatalieZelenka](https://github.com/NatalieZelenka)
-  - GitHub: [@HuwWDay](https://github.com/HuwWDay)
-* - Twitter/X: [@ninadicara](https://twitter.com/ninadicara)
-  - Twitter/X: [@NatZelenka](https://twitter.com/NatZelenka)
-  - Twitter/X: [@disco_huw](https://twitter.com/disco_huw)
-* - Email: [nina.dicara@bristol.ac.uk](mailto:nina.dicara@bristol.ac.uk)
-  - Email: [n.zelenka@ucl.ac.uk](mailto:n.zelenka@ucl.ac.uk)
-  - Email: [huw.day@bristol.ac.uk](mailto:huw.day@bristol.ac.uk)
+```{image} images/hazardanatomy.png
+:width: 70%
+:alt: All Hazard labels have an descriptive icon, title, description, examples and suggesed safety precautions.
 ```
+<br>
+
+<!--
+TODO: Alt text is too long and gives 'bad yaml' error. "An example layout of a label that says: every label has an image that represents the concept the label is describing. Title: a short descriptor less than 5 words. Description: the description makes it clear where the label would apply and, if necessary, how it interacts with other labels. Examples: examples are of situations where this hazard would apply. These could be news articles, research projects or tools. Safety Precautions: the safety precautions are very important and describe how researchers and developers could mitigate the potential harm from this label. This may include links to tools that can help (e.g bias checking for machine learning models)."
+-->
 
 ## How the project started 
 
@@ -46,7 +27,7 @@ We decided they should be visual, like COSHH chemical hazards are, and that they
 people at all stages of data science technology development to communicate about the same potential 
 outcomes (no matter how far away those outcomes might seem).
 
-You can see [the current Data Hazard labels here](data-hazards).  
+You can see [the current Data Hazard labels here](labels).  
 You can [read our original proposal here](materials/misc/proposal).  
 
 These days the project is bigger than just us, and we have many contributors who suggest new content, 
@@ -54,16 +35,6 @@ changes to the labels, help us to teach others about ethical hazards or run thei
 If you would like to get involved (we'd love you to!) then we've listed lots of ways 
 you could on our [Contributing page](contribute).
 
-<!--
-Image needs replacing: text not showing right and also old labels sytle.
-The image below describes the 'anatomy' of a Data Hazards label.   
-
-```{image} ../images/hazardanatomy.svg
-:alt: An image of a orange square with a red hexagon in it and the words 'Title', 'Description', 'Examples', 'Safety precautions'. 
-```
-<br>
--->
-  
 Once we had thought of the original list of Hazards we wanted a way for researchers to think about them in 
 a format that encouraged them to reflect, invite different opinions and make them think more broadly about 
 the potential ethical concerns from their project. 
@@ -94,6 +65,31 @@ They are not a checkbox exercise, and there is no requirement for a group to com
 In an individual context you will likely come to a conclusion, but someone else may have a different view.
 We hope that the Data Hazards discussion and reflective activities will help researchers be aware of a broader variety of potential ethical risks in tech projects, and that ethics is complex, situational and worth discussing.
 
+
+## Contact 
+
+The Data Hazards Project was founded by Dr Natalie Zelenka and Dr Nina Di Cara, and is now co-led by Natalie, Nina and Dr Huw Day. Our details are provided below.  
+We're always keen to hear from people interested in the project, or wanting to get involved. Feel free to send us both an email, or you can find us on Twitter!
+
+```{list-table}
+:header-rows: 1
+
+* - __Nina Di Cara__
+  - __Natalie Zelenka__
+  - __Huw Day__
+* - Senior Research Associate, School of Psychological Science, University of Bristol
+  - Senior Research Fellow in Health Data Science, Institute of Health Informatics, University College London
+  - Data Scientist, Jean Golding Institute, University of Bristol
+* - GitHub: [@ninadicara](https://github.com/ninadicara)
+  - GitHub: [@NatalieZelenka](https://github.com/NatalieZelenka)
+  - GitHub: [@HuwWDay](https://github.com/HuwWDay)
+* - Twitter/X: [@ninadicara](https://twitter.com/ninadicara)
+  - Twitter/X: [@NatZelenka](https://twitter.com/NatZelenka)
+  - Twitter/X: [@disco_huw](https://twitter.com/disco_huw)
+* - Email: [nina.dicara@bristol.ac.uk](mailto:nina.dicara@bristol.ac.uk)
+  - Email: [n.zelenka@ucl.ac.uk](mailto:n.zelenka@ucl.ac.uk)
+  - Email: [huw.day@bristol.ac.uk](mailto:huw.day@bristol.ac.uk)
+```
 <!--
 (project-timeline)=
 ## Project timeline

From ab61a7e68058c8c2eda176996010cfe4cf9d75e2 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:25:30 +0100
Subject: [PATCH 27/36] Update dead links

---
 site/contribute.md | 12 +++++-------
 1 file changed, 5 insertions(+), 7 deletions(-)

diff --git a/site/contribute.md b/site/contribute.md
index a094e78..36bdb79 100644
--- a/site/contribute.md
+++ b/site/contribute.md
@@ -7,7 +7,6 @@ contribute/style-guide
 contribute/how-to-contribute
 contribute/credit-for-contributions
 contribute/contributors
-contribute/changelog
 ```
 
 The Data Hazards project is always welcoming new contributors!
@@ -15,8 +14,7 @@ This page gives you an overview of how you can get involved.
 You can see all of our wonderful existing contributors in our [Record of contributions](contribute/contributors). 
 
 We strongly welcome first-time GitHub users and are very happy to provide support if you would like to learn how to edit the repository.
-Please just [get in touch by email][dec-email] if that is the case.
-You could also come to our [community co-working calls](events/coworking)!
+Please just [get in touch by email][email] if that is the case.
 
 All our content is created and shared under a [CC-BY 4.0 license](https://creativecommons.org/licenses/by/4.0/), and so if you do contribute to the repository your work will also be shared under this license. 
 
@@ -26,15 +24,14 @@ All our content is created and shared under a [CC-BY 4.0 license](https://creati
 
 We would absolutely love your input on the following:
 
-1. General feedback on our [Data Hazard Labels](data-hazards), which you can send to us through email or on [GitHub Discussions](https://github.com/very-good-science/data-hazards/discussions/new?category=feedback).
+1. General feedback on our [Data Hazard Labels](labels), which you can send to us through [email][email] or as a [GitHub Issue][issues].
 2. Suggestions for new Data Hazard labels, or changes to them. 
    For example you might suggest:
     - Ways of rewording Data Hazard label descriptions or titles.
     - New examples of Data Hazards.
     - New/updated "Safety Precautions" (ways of combatting Data Hazards).
     - Ideas for new Data Hazards.
-3. Join one of [upcoming events](events) or (in development) asynchonous mailing lists to provide Data Hazards reviews on different projects.
-4. Contribute to [any of our materials](materials) or share ideas for new materials to help others use the Hazards.
+3. Contribute to [any of our materials](materials) or share ideas for new materials to help others use the Hazards.
     This could include:  
     - Fixing a typo or a broken link.
     - Sharing a link to materials you have made. 
@@ -59,4 +56,5 @@ Check out our [Credit for contributions](contribue/../contribute/credit-for-cont
 
 ---
 [issues]: https://github.com/very-good-science/data-hazards/issues
-[dec-email]: mailto:grp-ethicaldatascience@groups.bristol.ac.uk
+[email]: mailto:data-hazards-project@bristol.ac.uk
+

From b2ef4e1ba1b11f2c869b4950e3a9c313210caea4 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:25:42 +0100
Subject: [PATCH 28/36] Remove unused pages

---
 site/presenting/github-badge.md | 1 -
 site/presenting/image-app.md    | 1 -
 2 files changed, 2 deletions(-)
 delete mode 100644 site/presenting/github-badge.md
 delete mode 100644 site/presenting/image-app.md

diff --git a/site/presenting/github-badge.md b/site/presenting/github-badge.md
deleted file mode 100644
index 4a181ce..0000000
--- a/site/presenting/github-badge.md
+++ /dev/null
@@ -1 +0,0 @@
-# GitHub badges for Data Hazards
\ No newline at end of file
diff --git a/site/presenting/image-app.md b/site/presenting/image-app.md
deleted file mode 100644
index 195ce82..0000000
--- a/site/presenting/image-app.md
+++ /dev/null
@@ -1 +0,0 @@
-# Generate a Data Hazards summary image
\ No newline at end of file

From 4b9cad9f9828fe42d72fb44872f889409133c9d6 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:25:52 +0100
Subject: [PATCH 29/36] Add new anatomy image

---
 site/images/label-anatomy.jpg | Bin 0 -> 200023 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 site/images/label-anatomy.jpg

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From a817a34c22379fa223db8e94417292664bc8f46b Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:26:07 +0100
Subject: [PATCH 30/36] Update dead links

---
 site/materials.md          | 4 ++--
 site/materials/workshop.md | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/site/materials.md b/site/materials.md
index 54f9cbc..0f4d773 100644
--- a/site/materials.md
+++ b/site/materials.md
@@ -15,13 +15,13 @@ materials/examples
 materials/mitigation-resources
 ```
 
-On this page you will find materials we have made to help people to use or apply the [Data Hazard labels](data-hazards). 
+On this page you will find materials we have made to help people to use or apply the [Data Hazard labels](labels). 
 This includes a workshop format, a teaching/lecture based format, and an asychronous format which can be adapted to just be an individual exercise.
 
 You are welcome to use any of the materials we share here, which (like all of our content) are available to use with a [CC-BY 4.0 license](https://creativecommons.org/licenses/by/4.0/).
 This means, roughly, they can be re-used and adapted as long as you credit this repository. 
 
-We are currently developing all these materials so please do get in touch with us through the [Contact](contact) tab above if you have any thoughts or examples of how you have used the materials! 
+We are currently developing all these materials so please do [get in touch with us](about) if you have any thoughts or examples of how you have used the materials! 
 Alternatively if you have changes in mind that you would like to make then check out [How to contribute](contribute) - we always welcome new contributors!
 
 
diff --git a/site/materials/workshop.md b/site/materials/workshop.md
index 6f2dbb0..b0bfcac 100644
--- a/site/materials/workshop.md
+++ b/site/materials/workshop.md
@@ -4,7 +4,7 @@ The Data Hazards were originally designed around a workshop format.
 This was to allow a series of _Project Owners_ to present a research project to _Audience Members_, who would give them feedback on the ethics of their project. 
 This could be in any context, like a team meeting, a seminar or a scoping exercise.
 
-You can [download a printable set of Data Hazards cards here](../../_static/DataHazards_PrintableCards.pdf). 
+You can [download a printable set of Data Hazards cards here](../_static/DataHazards_PrintableCards.pdf). 
 
 
 <!-- ```{admonition} Upcoming workshops
@@ -30,7 +30,7 @@ workshop/feedback
 
 The image below is a prompt which gives an idea of the kinds of prompts the facilitators might make, and that the Data Hazards are designed to encourage. 
 
-```{image} ../../../images/worst-case-prompt.png
+```{image} ../images/worst-case-prompt.png
 :alt: An image of a mind map with yellow bubbles that have prompts for considering worst case scenarios. For example, what's the worst case scenario if the technology works only for some people? 
 ```
 

From bc547b510ede49df084d1ecb8f94af5327e83939 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:26:19 +0100
Subject: [PATCH 31/36] Make label titles left aligned

---
 site/_static/custom.css | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/site/_static/custom.css b/site/_static/custom.css
index 7cd8e74..1aadc7d 100644
--- a/site/_static/custom.css
+++ b/site/_static/custom.css
@@ -35,10 +35,6 @@ div.timeline div.entry.right::after {
     padding-top: 5%;
 }
 
-.sd-card-title {
-    text-align: center;
-}
-
 html[data-theme="light"] {
     --sd-color-card-background: #ffc404;
     --pst-color-primary: #385f3e;

From 529f2ff872e2dd47e6903895d936c9d34e607ae7 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:26:50 +0100
Subject: [PATCH 32/36] Reorganise info between labels and index with
 admonition boxes

---
 site/index.md  | 21 ++++-----------------
 site/labels.md | 45 ++++++++++++++++++++++++++++++++++++++++-----
 2 files changed, 44 insertions(+), 22 deletions(-)

diff --git a/site/index.md b/site/index.md
index 30fa5d6..8515597 100644
--- a/site/index.md
+++ b/site/index.md
@@ -10,26 +10,13 @@ Data Hazards is a project to help us all identify the hazards of using data scie
 Data scientists are great at selling our work, for example communicating the gains in efficiency and accuracy, but we are less well-practiced in thinking about the ethical implications of our work. 
 The ethical implications go beyond most ethics Institutional Review Boards, to questions about the wider societal impact of data science and algorithms work.
 
-### Aims
-We aim to __create resources__ to:
-1. Create a community-driven open-source vocabulary of ethical hazards for data-intensive research and development, in the form of [Data Hazard labels](contents/data-hazards).
-2. Make ethical and future-thinking more accessible to data scientists, computer scientists and applied mathematicians to apply to their own work.
-3. Enable bringing together and respecting diverse and interdisciplinary viewpoints to this work, and produce resources to do this.
+```{admonition} Project Aims
+1. Create a __community-driven open-source vocabulary__ of ethical hazards for data-intensive research and development, in the form of [Data Hazard labels](contents/data-hazards).
+2. Make ethical and future-thinking __more accessible__ to data scientists, computer scientists and applied mathematicians to apply to their own work.
+3. Enable bringing together and respecting __diverse and interdisciplinary viewpoints__ to this work, and produce resources to do this.
 4. Find out in what circumstances, and for who, these resources work best.
-
-```{admonition} Why are the Hazard Labels so scary-looking?
-We know that the [Data Hazards labels](contents/data-hazards) are a bit frightening. Argh, there's a skull!
-Please know that __we don't want these labels to scare anyone away from considering ethics or from doing data science__, and we will do everything that we can to make applying Data Hazards labels as welcoming and approachable as possible, but also have some good reasons for choosing these images.
-   
-We chose this format because of the similarity to [COSHH hazard labels](https://www.hse.gov.uk/chemical-classification/labelling-packaging/hazard-symbols-hazard-pictograms.htm) - hazard labels for chemicals.
-We made this choice because we want a similar response from people:
-1. Attention-grabbing, asking people to stop and think, and take the safety precautions seriously, rather than as an optional extra.
-2. We're asking people to "handle with care", not to stop doing the work. We still use chemicals, but we think about how it can be done safely and how to avoid emergencies.
-3. They are familiar, especially to scientists, who (within universities) tend to have the least experience of applying ethics.
-
 ```
 
-
 ## Contributors
 
 Our brilliant contributors are listed here, and you can [read more detail about our contributing process here](contribute).
diff --git a/site/labels.md b/site/labels.md
index 0da0038..9e24c1c 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -2,13 +2,26 @@
 
 __Version 1.0__
 
-This page contains the Data Hazard labels themselves.
-We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to. 
+On this page you can see an overview of the current Data Hazards with short descriptions. Click on each for their full information.
+We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to or scroll down for current suggestions below.
 
-Each hazard has:
-- An image, title, and description to describe the Hazard.
+Each individual Data Hazard page contains: 
+- A __title__, __description__ and __icon__ to describe the Hazard.
 - __Examples__ to clarify what the hazard covers.
-- __Safety Precautions__ - suggestions of how Hazards could be mitigated.
+- __Safety Precautions__ as suggestions of how Hazards could be mitigated.
+
+
+:::{dropdown} Why are the Hazard Labels designed this way?
+:color: success
+
+Please know that __we don't want these labels to scare anyone away from considering ethics or from doing data science__, and we will do everything that we can to make applying Data Hazards labels as welcoming and approachable as possible, but also have some good reasons for choosing these images.
+   
+We chose this format because of the similarity to [COSHH hazard labels](https://www.hse.gov.uk/chemical-classification/labelling-packaging/hazard-symbols-hazard-pictograms.htm) - hazard labels for chemicals.
+We made this choice because we want a similar response from people:
+1. Attention-grabbing, asking people to stop and think, and take the safety precautions seriously, rather than as an optional extra.
+2. We're asking people to __"handle with care"__, not to stop doing the work. We still use chemicals, but we think about how it can be done safely and how to avoid emergencies.
+3. They are familiar, especially to scientists, who (within universities) tend to have the least experience of applying ethics.
+:::
 
 <!--FYI The numbers after {grid} below refer to the number of columns that should display for xmall (1), small (2), med (3) and large screens (3) -->
 
@@ -21,6 +34,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with an exclamation mark in the middle.
 :link: /hazards/general-hazard
 :link-type: doc
+
+Data Science is being used in this output, and any negative outcome of using this work are not the fault of "the algorithm" or "the software". 
 ::::
 
 ::::{grid-item-card} Automates Decision Making
@@ -28,6 +43,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with two connected cogs that have arrows coming out of the top of them.
 :link: hazards/automates-decision-making
 :link-type: doc
+
+Automated decision making can be hazardous for a number of reasons, and these will be highly dependent on the field in which it is being applied. 
 ::::
 
 ::::{grid-item-card} Danger Of Misuse
@@ -35,6 +52,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with a hammer raised above a bent screw in the middle.
 :link: hazards/danger-of-misuse
 :link-type: doc
+
+There is a danger of misusing the algorithm, technology, or data collected as part of this work.
 ::::
 
 ::::{grid-item-card} Difficult to Understand
@@ -42,6 +61,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with an image of a closed box and a question mark next to it.
 :link: hazards/difficult-to-understand
 :link-type: doc
+
+This may apply if the technology itself is hard to interpret (e.g. neural nets), or documentation is poor/unavailable.
 ::::
 
 ::::{grid-item-card} High Environmental Cost
@@ -49,6 +70,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with an image of a globe on fire in the middle.
 :link: hazards/high-environmental-cost
 :link-type: doc
+
+Indicates methodologies that are energy-hungry, data-hungry, or require special hardware with rare materials. 
 ::::
 
 ::::{grid-item-card} Lacks Community Involvement
@@ -56,6 +79,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with figures in the middle who have a speech bubble above their heads with a big cross through it.
 :link: hazards/lacks-community-involvement
 :link-type: doc
+
+This applies when technology is being produced without input from the community it is supposed to serve.
 ::::
 
 ::::{grid-item-card} Lacks Informed Consent
@@ -63,6 +88,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) containing a magnifying glass hovering over a cross on a piece of paper.
 :link: hazards/lacks-informed-consent
 :link-type: doc
+
+This hazard applies to datasets or algorithms that use data which has not been provided with the explicit consent of the data owner/creator. 
 ::::
 
 ::::{grid-item-card} May Cause Direct Harm
@@ -70,6 +97,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with a skull in the middle.
 :link: hazards/direct-harm
 :link-type: doc
+
+The application area of this technology means that it is capable of causing direct physical or psychological harm to someone even if used correctly.
 ::::
 
 ::::{grid-item-card} Ranks Or Classifies People
@@ -77,6 +106,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with three people standing on a podium of first, second and third place.
 :link: hazards/ranks-classifies
 :link-type: doc
+
+Ranking and classifications of people are hazards in their own right and should be handled with care.
 ::::
 
 ::::{grid-item-card} Reinforces Existing Biases
@@ -84,6 +115,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with a dark head and shoulders, who has a white triangle in their mind. They are looking out at a black circle, a black square and a larger white triangle just ahead of them. This indicates that the largest shape is the one that they think of. 
 :link: hazards/reinforces-biases
 :link-type: doc
+
+Reinforces unfair treatment of individuals and groups. This may be due to for example input data, algorithm or software design choices, or society at large.
 ::::
 
 ::::{grid-item-card} Risk to Privacy
@@ -91,6 +124,8 @@ Each hazard has:
 :img-alt: A red diamond shaped outline (like a warning sign) with a picture of a surveillance camera in the middle.
 :link: hazards/risk-to-privacy
 :link-type: doc
+
+This technology may risk the privacy of individuals whose data is processed by it.
 ::::
 
 :::::

From ee13103cfeb0708eb5c9be27dabc6a8ccf82d6d2 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:39:11 +0100
Subject: [PATCH 33/36] Add link to printable cards

---
 site/labels.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/site/labels.md b/site/labels.md
index 9e24c1c..a328a78 100644
--- a/site/labels.md
+++ b/site/labels.md
@@ -5,6 +5,8 @@ __Version 1.0__
 On this page you can see an overview of the current Data Hazards with short descriptions. Click on each for their full information.
 We welcome you to suggest changes, so please check our [contribution guidelines](contribute) if you would like to or scroll down for current suggestions below.
 
+You can [download a printable set of Data Hazards cards here](_static/DataHazards_PrintableCards.pdf). 
+
 Each individual Data Hazard page contains: 
 - A __title__, __description__ and __icon__ to describe the Hazard.
 - __Examples__ to clarify what the hazard covers.

From 82f97d5acf308d3f6d7f561279018834e4cf63d3 Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:45:26 +0100
Subject: [PATCH 34/36] Update Python to 3.9 in GitHub Action Workflow

---
 .github/workflows/test-build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test-build.yml b/.github/workflows/test-build.yml
index 7a5e304..0969c55 100644
--- a/.github/workflows/test-build.yml
+++ b/.github/workflows/test-build.yml
@@ -22,7 +22,7 @@ jobs:
     - name: Set up Python 3.7
       uses: actions/setup-python@v1
       with:
-        python-version: 3.7
+        python-version: 3.9
 
     - name: Install dependencies
       run: |

From 720a7a26e1959e43e339a8c627786c0a9e606ebf Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:52:20 +0100
Subject: [PATCH 35/36] Add contribution from JennyBunn

---
 .all-contributorsrc             | 9 +++++++++
 README.md                       | 3 ++-
 site/contribute/contributors.md | 1 +
 site/index.md                   | 1 +
 4 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/.all-contributorsrc b/.all-contributorsrc
index 034369f..cd1d65b 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -414,6 +414,15 @@
         "promotion",
         "code"
       ]
+    },
+    {
+      "login": "JennyBunn",
+      "name": "JennyBunn",
+      "avatar_url": "https://avatars.githubusercontent.com/u/29119194?v=4",
+      "profile": "https://github.com/JennyBunn",
+      "contributions": [
+        "doc"
+      ]
     }
   ],
   "contributorsPerLine": 7,
diff --git a/README.md b/README.md
index a407126..289d2f2 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Data Hazards Project
 [![DOI](https://zenodo.org/badge/346286403.svg)](https://zenodo.org/badge/latestdoi/346286403)
 <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
-[![All Contributors](https://img.shields.io/badge/all_contributors-39-orange.svg?style=flat-square)](#contributors-)
+[![All Contributors](https://img.shields.io/badge/all_contributors-40-orange.svg?style=flat-square)](#contributors-)
 <!-- ALL-CONTRIBUTORS-BADGE:END -->
 
 
@@ -94,6 +94,7 @@ If you'd like to join us as a contributor, check out our [contributor's guide](h
       <td align="center" valign="top" width="14.28%"><a href="https://www.nicolaromano.net/"><img src="https://avatars.githubusercontent.com/u/208254?v=4?s=100" width="100px;" alt="Nicola Romanò"/><br /><sub><b>Nicola Romanò</b></sub></a><br /><a href="#research-nicolaromano" title="Research">🔬</a> <a href="#ideas-nicolaromano" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/doctoral-students/leo-gorman"><img src="https://avatars.githubusercontent.com/u/55786252?v=4?s=100" width="100px;" alt="Léo Gorman"/><br /><sub><b>Léo Gorman</b></sub></a><br /><a href="#talk-l-gorman" title="Talks">📢</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/bengcooper"><img src="https://avatars.githubusercontent.com/u/3008392?v=4?s=100" width="100px;" alt="Ben Cooper"/><br /><sub><b>Ben Cooper</b></sub></a><br /><a href="#promotion-bengcooper" title="Promotion">📣</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=bengcooper" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/JennyBunn"><img src="https://avatars.githubusercontent.com/u/29119194?v=4?s=100" width="100px;" alt="JennyBunn"/><br /><sub><b>JennyBunn</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=JennyBunn" title="Documentation">📖</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/site/contribute/contributors.md b/site/contribute/contributors.md
index d4b06f1..41157d9 100644
--- a/site/contribute/contributors.md
+++ b/site/contribute/contributors.md
@@ -58,6 +58,7 @@ Please also note that people have also anonymously contributed ideas and resourc
       <td align="center" valign="top" width="14.28%"><a href="https://www.nicolaromano.net/"><img src="https://avatars.githubusercontent.com/u/208254?v=4?s=100" width="100px;" alt="Nicola Romanò"/><br /><sub><b>Nicola Romanò</b></sub></a><br /><a href="#research-nicolaromano" title="Research">🔬</a> <a href="#ideas-nicolaromano" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/doctoral-students/leo-gorman"><img src="https://avatars.githubusercontent.com/u/55786252?v=4?s=100" width="100px;" alt="Léo Gorman"/><br /><sub><b>Léo Gorman</b></sub></a><br /><a href="#talk-l-gorman" title="Talks">📢</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/bengcooper"><img src="https://avatars.githubusercontent.com/u/3008392?v=4?s=100" width="100px;" alt="Ben Cooper"/><br /><sub><b>Ben Cooper</b></sub></a><br /><a href="#promotion-bengcooper" title="Promotion">📣</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=bengcooper" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/JennyBunn"><img src="https://avatars.githubusercontent.com/u/29119194?v=4?s=100" width="100px;" alt="JennyBunn"/><br /><sub><b>JennyBunn</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=JennyBunn" title="Documentation">📖</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/site/index.md b/site/index.md
index 8515597..8d0ab6f 100644
--- a/site/index.md
+++ b/site/index.md
@@ -76,6 +76,7 @@ Our brilliant contributors are listed here, and you can [read more detail about
       <td align="center" valign="top" width="14.28%"><a href="https://www.nicolaromano.net/"><img src="https://avatars.githubusercontent.com/u/208254?v=4?s=100" width="100px;" alt="Nicola Romanò"/><br /><sub><b>Nicola Romanò</b></sub></a><br /><a href="#research-nicolaromano" title="Research">🔬</a> <a href="#ideas-nicolaromano" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://www.turing.ac.uk/people/doctoral-students/leo-gorman"><img src="https://avatars.githubusercontent.com/u/55786252?v=4?s=100" width="100px;" alt="Léo Gorman"/><br /><sub><b>Léo Gorman</b></sub></a><br /><a href="#talk-l-gorman" title="Talks">📢</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/bengcooper"><img src="https://avatars.githubusercontent.com/u/3008392?v=4?s=100" width="100px;" alt="Ben Cooper"/><br /><sub><b>Ben Cooper</b></sub></a><br /><a href="#promotion-bengcooper" title="Promotion">📣</a> <a href="https://github.com/very-good-science/data-hazards/commits?author=bengcooper" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/JennyBunn"><img src="https://avatars.githubusercontent.com/u/29119194?v=4?s=100" width="100px;" alt="JennyBunn"/><br /><sub><b>JennyBunn</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=JennyBunn" title="Documentation">📖</a></td>
     </tr>
   </tbody>
 </table>

From 000a3876ebfb1c283c00ca1d5d4fb6da191f921b Mon Sep 17 00:00:00 2001
From: Nina Di Cara <nina.dicara@bristol.ac.uk>
Date: Thu, 30 May 2024 13:53:27 +0100
Subject: [PATCH 36/36] Remove analysis folder - this will be on OSF

---
 analysis/infographics.Rmd                     |  91 ----------
 .../nina-analysis/hazard-ratings-graph.Rmd    | 158 ------------------
 analysis/nina-analysis/rating-changes.png     | Bin 223778 -> 0 bytes
 analysis/nina-analysis/ratings-moved.png      | Bin 161546 -> 0 bytes
 4 files changed, 249 deletions(-)
 delete mode 100644 analysis/infographics.Rmd
 delete mode 100644 analysis/nina-analysis/hazard-ratings-graph.Rmd
 delete mode 100644 analysis/nina-analysis/rating-changes.png
 delete mode 100644 analysis/nina-analysis/ratings-moved.png

diff --git a/analysis/infographics.Rmd b/analysis/infographics.Rmd
deleted file mode 100644
index d138bd9..0000000
--- a/analysis/infographics.Rmd
+++ /dev/null
@@ -1,91 +0,0 @@
----
-title: "infographics - Workshop 1 (Sept 2021)"
-author: "Natalie Thurlby"
-date: "9/30/2021"
-output: html_document
----
-
-This document creates the info-graphics from Data Hazards Workshop 1 - Sept 2021 - academic focus.
-These info-graphics visualise things like how many people found the hazards useful.
-
-```{r setup, include=FALSE}
-knitr::opts_chunk$set(echo = TRUE)
-```
-
-```{r}
-library(tidyverse)
-library(waffle)
-```
-## Read in and clean data
-
-### Data provenance
-The data is stored in a private folder called `data`, within the analysis folder. Data can be downloaded from [this](https://uob.sharepoint.com/:f:/r/teams/grp-ethicaldatascience/Shared%20Documents/Data%20Hazards/Results?csf=1&web=1&e=6pvo8u) SharePoint folder, for researchers working on the project only (at time of writing Natalie and Nina).
-
-The data was collected through a series of surveys via wualtrics, for which the exact questions can be seen on the [Data Hazards project OSF page](https://osf.io/3fv7t/).
-
-### Read in data
-
-```{r cars}
-survey_data <- read_csv('data/data-hazards-workshop-21-sept-2021.csv')
-```
-### Rename labels
-```{r}
-survey_data <- rename(survey_data, 
-       Name=Q28, 
-       AttendeeType=Q27, 
-       ProjOwner=`Proj Title`, 
-       HazardsPre=`Hazards Pre 1`, 
-       HazardsComments1=`Hazards Comments`,
-       HazardsPost=`Hazards Post 1`,
-       HazardsComments2=Q18,
-       Clarity=Q20,
-       Ease=Q24,
-       UsefulHazards=Q21,
-       UsefulDiscussion=Q26,
-       Learning=Q23,
-       OverallHazards=Q27_1,
-       OverallWorkshop=Q28_1,
-       EncourageParticipation=Q29,
-       )
-```
-
-### Data cleaning
-
-Remove first row and use as a lookup for actual wording of questions
-```{r}
-question_wording <- survey_data[1,]
-survey_data <- survey_data[-1,]
-```
-
-## Plots
-To create the pictograms, I followed [this tutorial](https://rud.is/rpubs/building-pictograms.html) as a guide.
-
-```{r}
-```
-
-```{r}
-extrafont::font_import('~/Downloads/fontawesome-free-5.15.4-web/', prompt=FALSE)
-```
-
-
-### How useful did you think the Data Hazards were for exploring potential downfalls of data science projects?
-```{r}
-qscale <- c("1"="Very Useful", 
-           "2"="Useful", 
-           "3"="Neutral", 
-           "4"="Not useful", 
-           "5"="Not useful at all")
-text <- question_wording$UsefulHazards
-data <- tibble(survey_data$UsefulHazards)
-#data$qscale = qscale[data]
-qscale[data]
-i```
-```{r pressure, echo=FALSE}
-# TODO: Change format of data so that it works in the geom_waffle
-#ggplot(survey_data, aes(fill=UsefulHazards, values=UsefulHazards)) +
-#  waffle::geom_waffle() 
-ggplot(xdf, aes(fill=vals)) +
-  waffle::geom_waffle() 
-```
-
-Note that the `echo = FALSE` parameter was added to the code chunk to prevent printing of the R code that generated the plot.
diff --git a/analysis/nina-analysis/hazard-ratings-graph.Rmd b/analysis/nina-analysis/hazard-ratings-graph.Rmd
deleted file mode 100644
index 7110d37..0000000
--- a/analysis/nina-analysis/hazard-ratings-graph.Rmd
+++ /dev/null
@@ -1,158 +0,0 @@
----
-title: "Hazard Ratings Graph"
-author: "Nina Di Cara"
-date: "30/09/2021"
-output: html_document
----
-
-```{r setup, include=FALSE}
-knitr::opts_chunk$set(echo = TRUE)
-
-library(here)
-library(dplyr)
-library(tidyr)
-library(ggplot2)
-
-data <- read.table(here("..", "data", "21-sept-survey.txt"), sep = "\t", header = TRUE, encoding="utf-8")
-
-# Add a person ID colum
-data$ID <- seq.int(nrow(data))
-
-# Do some initial tidying
-data <- data %>% 
-  mutate(project = as.factor(project))
-
-hazards <- c(
-  "Data Science (general)",
-  "Automates decision making",
-  "Classifies or ranks people",
-  "Difficult to understand",
-  "Lacks community involvement",
-  "Lacks informed consent",
-  "Danger of misuse",
-  "May cause direct harm",
-  "High environmental cost",
-  "Risk to privacy",
-  "Reinforces existing biases"
-)
-
-```
-
-
-```{r scores}
-
-data %>%
-  select(contains("eval")) %>%
-  mutate(across(everything(), as.factor)) %>%
-  pivot_longer(cols = everything(), names_to = "Question", values_to = "Score", names_prefix = "eval.") %>%
-  drop_na() %>%
-  count(Question, Score) %>%
-  write.csv(., here("..", "data", "ratings.csv"))
-
-```
-
-
-```{r get-rankings}
-
-# Overwrite data with a longer version of the hazard ratings data, so the timepoint of the ratings is a column
-data <- data %>% 
-  select(ID, role, project, hazards.1, hazards.2) %>%
-  pivot_longer(cols = c("hazards.1", "hazards.2"), names_pattern = "hazards.(.)", values_to = "hazards") %>%
-  rename(timepoint = name)
-
-ratings <- data %>% pull("hazards") %>% strsplit(., ",")
-
-# Initialise objects 
-i = 1
-ratings_clean <-vector("list",42)
-
-# This loop will go through each set of responses and indicate if each hazard is present or not. 
-for (response in ratings) {
-  
-    # Set up a list for the next person's responses
-    next_response <- c(i)
-    
-    # Make a vector of TRUE/FALSE if each hazard is in the list
-    for (hazard in hazards) {
-      val <- hazard %in% response
-      next_response <- c(next_response, val)
-    }
-    
-    # Add the next response to the list of clean ratings
-    ratings_clean[[i]] <- next_response
-    
-    # Increase i for the next iteration
-    i = i + 1
-}
-
-ratings_clean <- as.data.frame(do.call(rbind, ratings_clean))
-colnames(ratings_clean) <- c("ID", hazards)
-ratings_clean <- ratings_clean %>% select(!ID)
-
-# Add the ratings back to the main dataset 
-data <- cbind(data, ratings_clean)
-
-# Remove data no longer needed
-rm(ratings, ratings_clean)
-
-```
-
-```{r graph}
-
-data %>% 
-  mutate(ID = as.factor(ID), # Change this so it doesn't get caught in 'numeric' net
-         timepoint = as.factor(timepoint),
-         timepoint = recode_factor(timepoint, 
-                                   "1" = "Before", "2" = "After")) %>% 
-  group_by(project, timepoint) %>%
-  summarise(across(where(is.numeric), sum)) %>%
-  ungroup() %>%
-  pivot_longer(cols = hazards, names_to = "hazard", values_to = "ratings") %>%
-  ggplot(aes(x=ratings, y=hazard)) +
-  geom_line(aes(group = hazard)) +
-  geom_point(aes(color = timepoint), size = 3) + 
-  facet_wrap(~project) +
-  theme_bw() + 
-  xlab("\nNumber of times selected") + 
-  ylab("Hazard Label\n") + 
-  guides(color=guide_legend(title="Timepoint"))
-
-ggsave("rating-changes.png", width = 6, height = 4, units = "in", dpi=330)
-
-```
-
-
-```{r graph2}
-
-data %>% 
-  mutate(ID = as.factor(ID), # Change this so it doesn't get caught in 'numeric' net
-         timepoint = as.factor(timepoint),
-         timepoint = recode_factor(timepoint, 
-                                   "1" = "Before", "2" = "After")) %>% 
-  select(!hazards) %>%
-  pivot_longer(cols = hazards, names_to = "hazard", values_to = "ratings") %>%
-  pivot_wider(names_from = "timepoint", values_from = "ratings") %>%
-  mutate(diff = After - Before) %>%
-  count(hazard, diff) %>%
-  ungroup() %>%
-  mutate(value = diff * n) %>%
-  #pivot_wider(names_from = diff, values_from = n, values_fill = 0) %>%
-  #rename("Up" = "1", "Down" = "-1") %>%
-  # Make into a pyramid plot
-  ggplot(aes(y = hazard, x = value)) +
-  geom_point(aes(color = as.factor(diff)), size = 3) + 
-  #geom_line(arrow = arrow(ends="first", type = "closed")) +
-  #geom_line(arrow = arrow(ends="last", type = "closed")) +
-  geom_arrow(start = 0) +
-  theme_minimal() +
-  theme(panel.grid.minor = element_blank()) +
-  #coord_flip() +
-  ylab("Hazard Label\n") + 
-  xlab("\nNumber of people who added or removed labels")
-
-  # geom_bar(aes(y = -Down), stat = "identity", fill = "#fc8d62") + 
-  # geom_bar(aes(y = Up), stat = "identity", fill = "#66c2a5") + 
-
-
-# ggsave("ratings-moved.png", width = 6, height = 4, units = "in", dpi=330)
-```
\ No newline at end of file
diff --git a/analysis/nina-analysis/rating-changes.png b/analysis/nina-analysis/rating-changes.png
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