Use Perspective to create the chart for the trader’s dashboard

Overview

Task Overview | Installation Instructions | Link to Module 3

Introduction

Experience Technology at JP Morgan Chase

Try out what real work is like in the technology team at JP Morgan Chase & Co. Fast track to the tech team with your work.

Module 3 Task Overview

Display data visually for traders. Use Perspective to create the chart for the trader’s dashboard.

Aim: Use Perspective to generate a chart that displays the data feed in a clear and visually appealing manner for traders to monitor this trading strategy. Basically, you have to modify the existing live chart to be able to (1) track and display the ratio between the two stock prices (2) show the historical upper and lower bounds of the stocks' ratio (3) and finally, show 'alerts' whenever these bounds are crossed by the ratio.

  1. Please clone this repository to start the task
  2. From the existing live graph, update it to track the ratio between two stocks over time and NOT the two stocks’ top_ask_price over time.
  3. Update the graph to also track the historical upper and lower bounds of the stocks' ratio
  4. Trigger 'alerts' (i.e. draw red lines) on the graph whenever the bounds are crossed by the calculated ratio in a specific time period
  5. Upload a git patch file as the submission to this task
  6. Upload a video detailing your process and work

Setup / Installation

In order to get the server and client application code working on your machine, follow the setup here

Note:This is the version of the JPM 3 exercise that uses Python 3. The Python 2.7 version is in this other repo

How to Run

Similar to Task 2, start the data feed server by running the python server

Make sure your terminal / command line is in the repository first before doing any of this.

If you are using Windows, make sure to run your terminal/command prompt as administrator.

python datafeed/server3.py

If you encounter an issue with datautil.parser, run this command:

pip install python-dateutil

If you don't have pip, you can install it from: https://pip.pypa.io/en/stable/installing/

Run npm install && npm start to start the React application.

It's okay to have audit warnings when installing/running the app.

If you don't have npm (although you should if you followed the set up / installation part), you can install the recommended version alongside NodeJS from: https://nodejs.org/en/

The recommended version are node v11.0.0 and npm v6.4.1

Open http://localhost:3000 to view the app in the browser. The page will reload if you make edits.

Known Issues

Some users seem to be having trouble with the unzipped version of the node_modules back up for windows. This is the alternative unzipped version: https://drive.google.com/drive/folders/1wzIlt-OeiK6nYEHidsOGlpJ_KmeoPVXz

Note: You may need to (hard) refresh the link to the public gdrive to see all of the files/folders e.g. @jpmorganchase/perspective as it takes gdrive a bit to load them for you.

How to fix the code to meet the objectives

To make the changes necessary to complete the objectives of this task, follow this guide.

How to submit your work

A patch file is what is required from you to submit. To create a patch file, follow this guide. Then submit the patch file in the JPM Module 3 Page.

Owner
Abdulazeez Jimoh
Junior Software Engineer
Abdulazeez Jimoh
demir.ai Dataset Operations

demir.ai Dataset Operations With this application, you can have the empty values (nan/null) deleted or filled before giving your dataset to machine le

Ahmet Furkan DEMIR 8 Nov 01, 2022
A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

HDBSCAN Now a part of scikit-learn-contrib HDBSCAN - Hierarchical Density-Based Spatial Clustering of Applications with Noise. Performs DBSCAN over va

Leland McInnes 91 Dec 29, 2022
Some examples with MatPlotLib library in Python

MatPlotLib Example Some examples with MatPlotLib library in Python Point: Run files only in project's directory About me Full name: Matin Ardestani Ag

Matin Ardestani 4 Mar 29, 2022
This Crash Course will cover all you need to know to start using Plotly in your projects.

Plotly Crash Course This course was designed to help you get started using Plotly. If you ever felt like your data visualization skills could use an u

Fábio Neves 2 Aug 21, 2022
This GitHub Repository contains Data Analysis projects that I have completed so far! While most of th project are focused on Data Analysis, some of them are also put here to show off other skills that I have learned.

Welcome to my Data Analysis projects page! This GitHub Repository contains Data Analysis projects that I have completed so far! While most of th proje

Kyle Dini 1 Jan 31, 2022
The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualizing NFT data from OpenSea, using PostgreSQL and TimescaleDB.

Timescale NFT Starter Kit The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualiz

Timescale 102 Dec 24, 2022
Interactive Dashboard for Visualizing OSM Data Change

Dashboard and intuitive data downloader for more interactive experience with interpreting osm change data.

1 Feb 20, 2022
Make visual music sheets for thatskygame (graphical representations of the Sky keyboard)

sky-python-music-sheet-maker This program lets you make visual music sheets for Sky: Children of the Light. It will ask you a few questions, and does

21 Aug 26, 2022
Create charts with Python in a very similar way to creating charts using Chart.js

Create charts with Python in a very similar way to creating charts using Chart.js. The charts created are fully configurable, interactive and modular and are displayed directly in the output of the t

Nicolas H 68 Dec 08, 2022
I'm doing Genuary, an aritifiacilly generated month to build code that make beautiful things

Genuary 2022 I'm doing Genuary, an aritifiacilly generated month to build code that make beautiful things. Every day there is a new prompt for making

Joaquín Feltes 1 Jan 10, 2022
A python package for animating plots build on matplotlib.

animatplot A python package for making interactive as well as animated plots with matplotlib. Requires Python = 3.5 Matplotlib = 2.2 (because slider

Tyler Makaro 394 Dec 18, 2022
A program that analyzes data from inertia measurement units installed in aircraft and generates g-exceedance curves.

A program that analyzes data from inertia measurement units installed in aircraft and generates g-exceedance curves.

Pooya 1 Dec 02, 2021
Fractals plotted on MatPlotLib in Python.

About The Project Learning more about fractals through the process of visualization. Built With Matplotlib Numpy License This project is licensed unde

Akeel Ather Medina 2 Aug 30, 2022
Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Glumpy 1.1k Jan 05, 2023
trade bot connected to binance API/ websocket.,, include dashboard in plotly dash to visualize trades and balances

Crypto trade bot 1. What it is Trading bot connected to Binance API. This project made for fun. So ... Do not use to trade live before you have backte

G 3 Oct 07, 2022
A minimalistic wrapper around PyOpenGL to save development time

glpy glpy is pyOpenGl wrapper which lets you work with pyOpenGl easily.It is not meant to be a replacement for pyOpenGl but runs on top of pyOpenGl to

Abhinav 9 Apr 02, 2022
LabGraph is a a Python-first framework used to build sophisticated research systems with real-time streaming, graph API, and parallelism.

LabGraph is a a Python-first framework used to build sophisticated research systems with real-time streaming, graph API, and parallelism.

MLH Fellowship 7 Oct 05, 2022
An open-source tool for visual and modular block programing in python

PyFlow PyFlow is an open-source tool for modular visual programing in python ! Although for now the tool is in Beta and features are coming in bit by

1.1k Jan 06, 2023
A minimal Python package that produces slice plots through h5m DAGMC geometry files

A minimal Python package that produces slice plots through h5m DAGMC geometry files Installation pip install dagmc_geometry_slice_plotter Python API U

Fusion Energy 4 Dec 02, 2022
Make scripted visualizations in blender

Scripted visualizations in blender The goal of this project is to script 3D scientific visualizations using blender. To achieve this, we aim to bring

Praneeth Namburi 10 Jun 01, 2022