sayantikabanik/capstone_isb

To Do - Week 2

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anuraagbhavaraju commented

@sayantikabanik these are few tasks for the dashboard piece that I can think of. Feel free to add more. We can pick the tasks and start working

1. EDA

  • Finish EDA and list down data clarifications/questions required

2. Metric Identification

  • List down all metrics and dimensions that can be utilised
  • Come up with derived metrics, calculations as required

3. Design and Layout

  • Brainstorm and finalise on the type of visualizations that best tell the story
  • Add required functionalities to the dashboard
  • Formatting for better look and feel

4. Data Quality Checks

5. Deployement

sayantikabanik commented

My tasks for the coming days

  • create an ETL pipeline for the data quality checks/cleaning
  • scaling up strategy in place
  • deployment platform: research
sayantikabanik commented

@anuraagbhavaraju to ping if any additional features are needed for the dashboarding

sayantikabanik commented

for the dashboard - add the insights from the text analysis
@sahithi02 @AnizD @suprateekp

AnizD commented

Text Analytics of Employee Reviews

  1. Pre-processing of the data
  2. Generating word cloud (at an overall level, pros and cons by company)
  3. Sentiment Analysis (also comparing with the Overall Score)
  4. Topic Modelling
sayantikabanik commented

the shift in direction, not much relevant
check #10