---
title: "Pragnika Mancholaa (@pragnika91) | Hashnode"
description: "Pragnika Mancholaa (@pragnika91) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@pragnika91"
---

@pragnika91

# Pragnika Mancholaa

@pragnika91 · Joined May 2024

### [Audio Aura: Personal Music Listening Analysis](https://pragnika.hashnode.dev/audio-aura-analyzing-my-music-listening-habits-using-synthetic-data?utm_source=hashnode&utm_medium=feed)

I originally wanted to analyze my own Spotify listening data to understand how my music habits change over time. However, access to the Spotify API was unavailable, which meant I couldn’t work with real user data. Instead of dropping the idea, I desi...

5 min read · [pragnika.hashnode.dev](https://pragnika.hashnode.dev/audio-aura-analyzing-my-music-listening-habits-using-synthetic-data?utm_source=hashnode&utm_medium=feed)

[Feb 1](https://hashnode.com/posts/audio-aura-analyzing-my-music-listening-habits-using-synthetic-data/697f4d67b2921b1fec9412c6)

### [Valorant Agent Analysis with R: A Guide to Exploratory Data Analysis](https://pragnika.hashnode.dev/valorant-agent-analysis-with-r-a-guide-to-exploratory-data-analysis?utm_source=hashnode&utm_medium=feed)

Exploratory Data Analysis (EDA) is an approach to analyzing data sets to summarize their main characteristics, often using visual methods. Here are some key aspects of EDA: Purpose: To understand the underlying structure of the data. To identify p...

6 min read · [pragnika.hashnode.dev](https://pragnika.hashnode.dev/valorant-agent-analysis-with-r-a-guide-to-exploratory-data-analysis?utm_source=hashnode&utm_medium=feed)

[May 19, 2024](https://hashnode.com/posts/valorant-agent-analysis-with-r-a-guide-to-exploratory-data-analysis/664a1c29164cfa19a6283cd1)