Blog

Story-telling through Dashboard’s/ Visuals

Data Visualization is a critical part of any data science workflow. Imagine that you are working on huge data-set having more variables and observations, and you want to create a story out of it. Its more like you have ingredients and now you need to cook a recipe, which must taste good else it will…
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August 22, 2019 0

Visualisation best practice

First begin with understanding client business, technical and business requirements.  Understand the context of the visualization and audience who we intend to build.  Capture user stories/business problems they are trying to address.  Understand the data model, data analysis and data preparation.  Storyboard/sketch initial prototype to solve the above problems.  Choose…
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August 19, 2019 0

Building Clinical Dashboards

I am a data scientist that works closely with a team of nurses to reduce hospitalizations for patients with kidney failure who are receiving dialysis. My team built and deployed a predictive model to provide the highest risk patients to a team of nurses. This worklist started as a minimum viable product (MVP) excel sheet.…
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August 16, 2019 0

Describe your process/ work-flow for creating data visualizations / dashboards

Understand the stakeholder problem Get an idea about context,Metrics and convert them into dimension and measures respectively. Identify the gaps within the existing data warehouse and perform required actions on data warehouse Then start building the Viz within tableau. Examples: For plotting trends use line charts To compare values within multiple dimensions then use Stacked…
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August 16, 2019 0

Workflow for creating data visualizations/dashboards

 Workflow for creating data visualizations/dashboards  In my opinion, a data science project has 4 important steps- Identify the problem (consumes 10% of the total project time), Prepare the data (70% of the total project time), Analyze the data (10%), Visualize insights (10%) and a bonus step of presenting the findings. However, the success of the…
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August 16, 2019 0