GitHub
LinkedIn
Twitter
YouTube
RSS

Fujifilm: Shiny Dashboard Creation for Experimental Risk Assessments

Fujifilm: Shiny Dashboard Creation for Experimental Risk Assessments
CLIENT

Fujifilm

SECTOR

Photography & Biotechnology

The Challenge

Prior to engagement with Jumping Rivers, Fujifilm used an Excel-based tool for experimental risk assessments. This tool collated all data surrounding the process, including, experimental parameters, comments, recommendations, plus scoring data for a number of metrics.

The tool was difficult to update and prone to breaking due to the rigid structure imposed by Excel. Further, versioning the reports and keeping track of the data was impossible without some central management of the process for updating the document.

The Project

After engaging with users, IT and stakeholders to understand the needs of the project, Jumping Rivers began to design and outline a solution. The plan incorporated structured training, aiding in maximising the utility of open source software solutions on a daily basis.

Our Results

Jumping Rivers designed and built a new dashboard interface to the data entry process, to be run from a centralised location that would collate all data in an accessible consistent structure. The web-based solution allows the tool to be easily accessible and scalable if needed. A templated structure to the data entry process ensures that users are consistent across the business. Customised pdf reports can be automatically generated, as well as structured documents. Data at any historic snapshot throughout the risk assessment process can be explored through the dashboard allowing the process to be reviewed at any stage.

Relevant Case Studies

DiAGRAM: A Shiny app for the National Archives

The National Archives

Jumping Rivers created a feature rich, bespoke Shiny dashboard through a series of development and user testing sprints. Custom widgets were created using React, to give an tailored application. Using a combination of continuous integration and deployment, the dashboard was deployed directly to shinyapps.io via GitHub.

Read more about The National Archives
Scottish Government: Fair Work Data Explorer - Shiny App

Fair Work Data Explorer

Jumping Rivers created a data pipeline and visualisation dashboard for public and policy maker consumption. The aim was to increase transparency and encourage positive change to the workplace environment. The application allows exploration of key performance indicators stratified by a host of protected characteristics.

Read more about Scottish Government
Banking Firm: Code Review & R Package Development

Banking Firm

The client came to Jumping Rivers having already written the code for their problem in VBA. They were trying to evaluate four measurements for agreements with their clients. However, VBA is limited in speed. Jumping Rivers were required to build a bespoke R package to replace and quicken the code.

Read more about Banking Firm
AGR TRACS International: Dashboard Development for Monte Carlo Simulation

AGR TRACS International

At the end of 2017, contacted Jumping Rivers. AGR TRACS International estimates the volumes of oil and gas in subsurface reservoirs. Their work involves combining a set of inputs for each reservoir layer (such as area, thickness, and up to five other inputs) – and then multiplying these inputs together.

Read more about AGR TRACS International
Electrics Company: Applying Machine Learning Tools to Highlight Anomalous Data

Electrics Company

Over the last two years, we have been working with a cutting edge electronics company to build advanced algorithms using R and Python. Since they are at the research & design stage of the development process, their data structure is unique and challenging.

Read more about Electrics Company
Environment Agency: Development & Deployment of 'Water Body Explorer' Shiny App

The Environment Agency

After winning a Water Hub Hackathon, Jumping Rivers were contracted to create a platform for the client using R Shiny, published on RStudio Connect. The platform aggregates raw data from many third party sources both internal and external to the EA, through bespoke APIs, commercial databases, and asset management systems.

Read more about Environment Agency
Financial Institution: Bespoke Report Generation using R Markdown

Financial Institution

The client wanted to assess the viability of R and R Markdown as a reporting tool for creating complex, bespoke documents. We recreated sample reports for them in R Markdown, showcasing that all of their specifications could be met, and provided them with example code and training.

Read more about A Financial Institution
Fujifilm: Shiny Dashboard Creation for Experimental Risk Assessments

Experimental Risk Assessments

Jumping Rivers built a tool for creation of experimental risk assessments via a centralised web application. The dashboard allows for collaborative working during the data entry and assessment formulation, report generation and tracks versions along iteration of the process.

Read more about Fujifilm
NHS Scotland: R Training

NHS Scotland

In the spring of 2018, NHS Scotland expressed a need to move from their existing software, SPSS and SAS, to using R. The difficulty they faced was that there are over two hundred data scientists in NHS Scotland, which made training everyone in the new software a logistical challenge.

Read more about NHS Scotland
Northumbrian Water: Interruption to Supply Risk Mapping using Spatial R Package

NWL Risk Mapping

In spring of 2020 Northumbrian water engaged with Jumping Rivers to build a modelling solution to better understand risks to the consumer within their network in order to provide a better service.

Read more about Northumbrian Water