The problem Data Ed solves

Features:

• Quick Data Visualisation examples
• Real Time Data Analysis of uploaded files
• Demonstrates the beauty of Data Visualisation
• Describes certain important parameters to take care of while Cleaning/Wrangling Data
• Urges users to try out Data Wrangling on their own so they can upload their files onto the app for visualisation
• Reduces the time taken to plot frequently used figures. Once completely developed, a 'Download Plot' feature may be added

Challenges we ran into

App Size

Our current platform allows 500 MB as the maximum size of applications to be deployed.
This limited us to refraining from using heavy machine learning libraries like TensorFlow or SK Learn

Unsupported Libraries

While testing our project out, we discovered that the WordCloud Library is no longer supported in Python 3.9

Our Solutions

We brainstrormed a little and discovered lightweight solutions like regression plots using Seaborn instead of ML Libraries
We used simple data analysis tools to perform manipulations and wrangling and still produced beautiful plots
We tried out the WordCloud libraries on different interpreter versions till we could obtain a usable result