CS125-Node-Mongo

Let's Change Education in CS! ❤️

Introduction

What is this project?

Coming soon

Great! How can I help?

Email me at minhyuk2@illinois.edu and I would love to talk more about ways for you to get involved!

Dependencies

Module Constants Dependencies

dotenv - used for storing sensitive data as node environment variables

Module Common Dependencies

constants - common constants

mongodb - used for connecting to MongoDB

lodash - used for useful utility functions such as map or reduce

chai - used for simple assert statements

moment - used for formatting UNIX dates

data-store - used for caching pre-processed data on disk

Project-Wide Dependencies

dotenv - used for storing sensitive data as node environment variables

node-correlation - used for getting the correlation of two lists

mongodb - used for connecting to MongoDB

spearman-rho - used for getting the spearman-rho correlation of two lists

simple-statistics - used for basic statiscal tests such as two sample t test

ml-knn - used for k means clustering

data-store - used for caching pre-processed data on disk

moment - used for formatting UNIX dates

chai - used for simple assert statements

lodash - used for useful utility functions such as map or reduce

Style Guide

A lot has changed since I first started this project.

Currently I am exposing all the common functions and constants I need through common.js. To see how to use the common module, there's a skeleton file skeleton.js.

Files

[insert_word].py

• reads an input file and visualizes them
• the python files are not very polished and they are nothing more than quick scripts to make calls to matplotib.

attendance.js

• Finding any kind of significance between class attendance and other class metric

available_points.js

• Available points for each student vs class total

common.js

• Common function

constants.js

• Common constants - to be called through the common module

drop.js

• Performs k means analysis of students to determine the likelihood a student will drop the course

example.js

• example javascript file

last_active.js

• Outputting the last day on which a student was active

ppm.js

• Calculates the amount of points a student earned in a given amount of time on a specified assignment, split up by intervals of minutes, five minutes, or other values.

ppm_local.js

• heavily optimized version of ppm.js

last_active.js

• determines the last active day of any given student by measuring numerous metrics

ppm.py

• parser used for ppm output files resembling attendance.py structure

skeleton.js

• Skeleton file for basic javascript

under.js

• Get bottom N% of students in MP performance

[export/import]_[collection].sh

• exports/imports the specified collection from remote to local