Issue 01 · Spring 2026Career Path
← Projects

Project · SHIPPED

Spotify Analytics Dashboard

A personal analytics dashboard using Spotify API data, SQLite, Streamlit, OAuth, and Plotly.

— support

A reading of readiness

35/ 60

Spotify Analytics Dashboard scores strongest when its evidence supports data foundation. Current verdict is support with 35 total points.

Rubric radarCareer alignment 5 of 10, Reviewer clarity 8 of 10, Technical depth 3 of 10, Evidence quality 3 of 10, Portfolio value 8 of 10, Next-step leverage 8 of 10.CAREER ALIGNMENTREVIEWER CLARITYTECHNICAL DEPTHEVIDENCE QUALITYPORTFOLIO VALUENEXT-STEP LEVERAGE583388
Career alignment 5 of 10, Reviewer clarity 8 of 10, Technical depth 3 of 10, Evidence quality 3 of 10, Portfolio value 8 of 10, Next-step leverage 8 of 10
AxisScore (of 10)
Career alignment5
Reviewer clarity8
Technical depth3
Evidence quality3
Portfolio value8
Next-step leverage8

The piece, in three frames

Problem solved

Turns personal listening data into stored, explorable analytics.

Current weakness

Needs stronger SWE evidence through tests, architecture notes, and clearer failure handling.

Next action

Add engineering notes and explicit data-flow documentation.

In: data foundation. Status — shipped.

Tracked next actions

00

No tracked next actions yet.

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Exhibits

02

Featured exhibit

Exhibit · repo

Public repository

Public repository for the Spotify analytics dashboard.

github.com/tylerdobson/Spotify-Analytics- (opens in new tab)

  1. Public repository

    Type · repo · Public safe

    https://github.com/tylerdobson/Spotify-Analytics-

    Public repository for the Spotify analytics dashboard.

    In: data foundation.

  2. Demo video

    Type · demo · Public safe

    https://github.com/tylerdobson/Spotify-Analytics-/blob/main/assets/demo/demo.mp4

    Reviewer-facing demo asset.

    In: data foundation.

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What is still missing

  1. Add test evidence before using this as SWE proof.
  2. Add reviewer-readable documentation.
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Data source · seed

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