[NFBCS] Exploratory Data Analysis And Sonification

[vincentfmartin2020 at gmail.com]

https://sonification.highcharts.com/#/

This tool was first developed in the lab I graduated from at Georgia Tech.
You can basically sonify any csv file with it.

-----Original Message-----
From: NFBCS <nfbcs-bounces at nfbnet.org> On Behalf Of Bhavya shah via NFBCS
Sent: Tuesday, March 21, 2023 11:38 AM
To: Blind Math list for those interested in mathematics
<Blindmath at nfbnet.org>; nfbcs <nfbcs at nfbnet.org>
Cc: Bhavya shah <bhavya.shah125 at gmail.com>
Subject: [NFBCS] Exploratory Data Analysis And Sonification

Dear all,

I am tasked with some exploratory data analysis for some large time-seried
data sets. My sense is that graphing a variable in terms of value of the
variable on the y axis and time on the x axis, i.e.
data visualization, would be a good first step to get a feel for general
trends before conducting more specific analyses. While I cannot see such a
graph, I know that audio graphing technologies generally exist. What tools
or libraries could I use to sonify plots that I generate in the process of
analysing a .csv file in Python?
Other strategies for exploratory data analysis are also welcome.

I would appreciate any thoughts and inputs!

Kind Regards,
Bhavya Shah
B.S. in Mathematical and Computational Science | Stanford '24
LinkedIn: https://www.linkedin.com/in/bhavyashah125/

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