For fans of Spotify Wrapped, you can download your chronological streaming history for more detailed analysis. No genres or moods, but they provide every song played along with timestamp. [OC]

This page summarizes the projects mentioned and recommended in the original post on /r/dataisbeautiful

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  • jsonlite

    A Robust, High Performance JSON Parser and Generator for R (by jeroen)

    I read these JSON files with the jsonlite R package and wrangled them using dplyr before plotting with ggplot2.

  • dplyr

    dplyr: A grammar of data manipulation

    I read these JSON files with the jsonlite R package and wrangled them using dplyr before plotting with ggplot2.

  • WorkOS

    The modern API for authentication & user identity. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • ggplot2

    An implementation of the Grammar of Graphics in R

    I read these JSON files with the jsonlite R package and wrangled them using dplyr before plotting with ggplot2.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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