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About the Project

Com­par­a­l­lel is a project in con­junc­tion with North­west­ern’s Knight Lab.

Our team was tasked with mak­ing “open data” (e.g. the data the US Gov­ern­ment freely releas­es) more acces­si­ble and action­able for journalists. 

Com­par­a­l­lel can be found here. 

The prod­uct page is here.

Per­son­al Impact

My main impact was in the ini­tial human-cen­tered design research and prod­uct devel­op­ment. Being the only per­son on my team with a design-think­ing back­ground, I designed and con­duct­ed most user tests/interviews. That research was used by our team to design fea­tures that would resolve the ten­sions uncov­ered. At the tail end of the project, I devel­oped the script to find sub-cor­re­la­tions in data (via R). Addi­tion­al­ly, I and anoth­er team­mate devel­oped the actu­al con­cept in JavaScript. 

Process

User Research

Our team first reached to jour­nal­ists of vary­ing lev­els of data lit­er­a­cy — from FiveThir­tyEight jour­nal­ists that do deep­er data dives for their sto­ries to local eco­nom­ic reporters that report basic eco­nom­ic indices. 

We were able to map out a jour­ney point and iden­ti­fy a clear ten­sion point for new­er journalists. 

Design & Prototyping

Based on the ten­sions iden­ti­fied, we cre­at­ed an ide­al jour­ney that we want­ed our prod­uct to afford.

Using that infor­ma­tion we test­ed dif­fer­ent ways to dis­play data. First start­ing with a paper pro­to­type to get ini­tial for­ma­tive feed­back from users, then lat­er mov­ing to a sta­t­ic dig­i­tal screen to get more UI feedback. 

A sec­ond series of pro­to­types (via Tableau) were used to test inter­ac­tive fea­tures with users before mov­ing to development. 

Ini­tial Pro­to­type Sketch 
Dig­i­tal Prototype 
Inter­ac­tive Tableau Prototype 

Final Design

Our final design was made via JavaScrip­t’s d3 library in con­junc­tion with R.

select­ed work

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