Compensation analysis

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Hello folks,

I've been working towards creating a personal report/dashboard to figure out what's the best package being offered out there to setup some personal goals.
I find leetocde compensations page to be a good representaion of the current market(places like glassdoor, ambitonbox look under-reported. Though levels fyi looks promising.

Towards that end, i've managed to put most of the pieces in place for myself.
If such an analysis is of use to the community as well then i would like to spend some more time on this to refine it.
If that's the case, can you help me figure out if a one off detailed static report (updated monthly maybe) will be more useful or an interactive dashboard(i prefer this option)?

So far, i've only focused on extracting out the fixed comopnent. Total is a little tricky(~60%) coverage so far.

Feel free to help me with refining the title mappings here -
https://github.com/urk-stav/leetcode-compensation/blob/master/data/mappings/lc_title.csv
don't think i've done a great job with this

repo - https://github.com/urk-stav/leetcode-compensation

p.s - only for India atm

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