Analyze

The present report briefly outlines how energy infrastructures have been significantly affected by shifts in consumptions as a result of instituted lockdowns and shelter-in-place. Overall, the impacts of the pandemic have been stressing present energy infrastructures in a way that is unprecedented. Energy patterns have decreased, as far as commercial emissions are concerned, and have worked to highlight the already stressed and vulnerable electricity infrastructures. The foregoing calls attention to the need for measures of economic recovery in the energy field, a move to "electricity secure and resilient energy systems" (IEA, 2020).

The system was built to serve organizations and individuals with humanitarian goals. The system gathers data from report, reviews, and users and compiles it into comprehensible information to help inform decision-making for humanitarian concerns. Portions of the app also focus on education and technical support for field researchers looking to collect large quantities of data.

The system is primarily used by researchers, scholars, and organizations with humanitarian interests. The app also has functions which would attract users that are beginning research and do not have established connections within the field as the app provides a support system.

The development of Twine was funded primarily through donations from individual investors interested in the data sharing aspects of the software and humanitarian aid organizations who benefit from the accessible data.

Twine provides information and software to set up compatible data collection systems that pool information into the larger system, which the app then makes available to its users. The system also includes a publishing and collaboration aspect which allows groups of people from all over the globe to access the same data and report on the findings together.

Data visualization is primarily determined by the type of data being gathered and the system for data collection being used. The app integrates data in order to both make large quantities of data easily viewable and understood, as well as compare studies with existing data stored on the system.

Users must be registered with the site to access any of the available features, and the registration is free. Once registered, users can immediately begin gathering their own data, analyzing the existing information, publishing reports or reviewing existing publications. The system also has several active data collection locations that are only available to registered users.

The technical aspects of the site are quite complex, as the system has over 1,000 active data sites to compile in addition to the reports and reviews stored. The data collection software is the main function that the software supports as it relieves the users from needing their own data bank to work off of.  The publication functions are also supported by the storage system of the app allowing all users to access all publications.

The system has partners including UNAIDS, a branch of UNISEF, International Medical Corps, Medecins Du Monde, AAHI, and other humanitarian organizations. The support of these groups both financially and with the user community is important to maintain the app as an active site for research and development. The technical aspects of the site also heavily rely on the data storage method, which is not mentioned but would require massive amounts of memory as well as safeguards to prevent data loss on the app servers.

There are thousands of data collection apps that use similar technical system as Twine, one more popular app is Fulcrum which uses the same real time collection ideas and integration between existing data and new data. Fulcrum however is aimed towards medium businesses that need to coordinate between employees. There also exists several open source options that also allow for independent data collection.