Dashboard to view a stock's basic information, RSI, Bollinger bands, EMA, SMA, sentiment analysis via Python

Overview

Your One And Only Trading Bot

No seriously, we mean it!

Robot

Contributors

Project Description

Our project will revolve around building an interactive dashboard that will allows users to enter the symbol for any stock or crpyto asset. It will then analyze that asset using a variety of metrics, such as an RSI indicator, bollinger bands, public sentiment analysis, Monte Carlo simulations, and various price history charts.

The dashboard will then provide the user with a recommendation of:

  1. "Buy!"
  2. "Not sure?"
  3. "Are you crazy!? Don't buy!"

Therefore, the research question our project will attempt to answer is if you should be any given stock or crpyto asset.

Datasets to be used

We will be using a variety of APIs to collect our data.

API Name Data collected
Alpaca Historical stock data
Crypto API tbd Historical crypto data
Alpha Vantaga Realtime and Historial Stock Data
Twitter Public sentiment data
Reddit Public sentiment data

Rough Breakdown of Tasks

  1. Create a skeleton plan for Project 1.
  2. Begin data importing process.
  3. Explore and clean up data.
  4. Start the coding process for each individual metric.
  5. Create an outline for the dashboard setup, including location of panels and tabs.
  6. Build the algorithm to determine if a stock should be a buy or wait.
  7. Deploy the dashboard to the web.
Owner
Physicist by training, process engineer by profession. Recently quit and studying machine learning https://www.linkedin.com/in/johngaffneymaterialscience/
Check a discord message and give it a percentage of scamminess

scamChecker Check a discord message and give it a percentage of scamminess Run the bot, and run the command !scamCheck and it will return a percentage

3 Sep 22, 2022
Just a little benchmark for scrapper PC's

PopMark Just a little benchmark for scrapper PC's This benchmark is for old computer that dont support other benchmark because of support. Like lack o

Garry 1 Nov 24, 2021
Python API for HotBits random data generator

HotBits Python API Python API for HotBits random data generator. Description This project is random data generator. It uses is HotBits API web service

Filip Š 2 Sep 11, 2020
This directory gathers the tools developed by the Data Sourcing Working Group

BigScience Data Sourcing Code This directory gathers the tools developed by the Data Sourcing Working Group First Sourcing Sprint: October 2021 The co

BigScience Workshop 27 Nov 04, 2022
K2HASH Python library - NoSQL Key Value Store(KVS) library

k2hash_python Overview k2hash_python is an official python driver for k2hash. Install Firstly you must install the k2hash shared library: curl -o- htt

Yahoo! JAPAN 3 Oct 19, 2022
Neptune client library - integrate your Python scripts with Neptune

Lightweight experiment tracking tool for AI/ML individuals and teams. Fits any workflow. Neptune is a lightweight experiment logging/tracking tool tha

neptune.ai 353 Jan 04, 2023
LibreMind is a free meditation app made in under 24 hours. It has various meditation, breathwork, and visualization exercises.

libreMind Meditation exercises What is it? LibreMind is a free meditation app made in under 24 hours. It has various meditation, breathwork, and visua

1 May 24, 2022
A 3D Slicer Extension to view data from the flywheel heirarchy

flywheel-connect A 3D Slicer Extension to view, select, and download images from a Flywheel instance to 3D Slicer and storing Slicer outputs back to F

4 Nov 05, 2022
Un script en python qui permet d'automatique bumpée (disboard.org) tout les 2h

auto-bumper Un script en python qui permet d'automatique bumpée (disboard.org) tout les 2h Pour la première utilisation, 1.Lancer Install.bat 2.(faire

!! 1 Jan 09, 2022
Research on how Gboard Stickers work.

Google-Sticker-Mashup-Research Research on how Gboard Stickers work. Contribute Contributing is nice, and you will be listed below for contributing. C

Jeremiah 45 Oct 28, 2022
A script for creating battle animations in FEGBA format.

AA2 Made by Huichelaar. I heavily referenced FEBuilderGBA. I also referenced circleseverywhere's Animation Assembler. This is also where I took lzss.p

2 May 31, 2022
Fortnite StW Claimer for Daily Rewards, Research Points and free Llamas.

Fortnite Save the World Daily Reward, Research Points & free Llama Claimer This program allows you to claim Save the World Daily Reward, Research Poin

PRO100KatYT 27 Dec 22, 2022
A (hopefully) considerably copious collection of classical cipher crackers

ClassicalCipherCracker A (hopefully) considerably copious collection of classical cipher crackers Written in Python3 (and run with PyPy) TODOs Write a

Stanley Zhong 2 Feb 22, 2022
Your missing PO formatter and linter

pofmt Your missing PO formatter and linter Features Wrap msgid and msgstr with a constant max width. Can act as a pre-commit hook. Display lint errors

Frost Ming 5 Mar 22, 2022
Active Transport Analytics Model: A new strategic transport modelling and data visualization framework

{ATAM} Active Transport Analytics Model Active Transport Analytics Model (“ATAM”

ATAM Analytics 2 Dec 21, 2022
💡 Fully automatic light management based on conditions like motion, illuminance, humidity, and other clever features

Fully automatic light management based on motion as AppDaemon app. 🕓 multiple daytimes to define different scenes for morning, noon, ... 💡 supports

Ben 105 Dec 23, 2022
This Program Automates The Procces Of Adding Camos On Guns And Saving Them On Modern Warfare Guns

This Program Automates The Procces Of Adding Camos On Guns And Saving Them On Modern Warfare Guns

Flex Tools 6 May 26, 2022
Integration of Hotwire's Turbo library with Flask.

turbo-flask Integration of Hotwire's Turbo library with Flask, to allow you to create applications that look and feel like single-page apps without us

Miguel Grinberg 240 Jan 06, 2023
The RAP community of practice includes all analysts and data scientists who are interested in adopting the working practices included in reproducible analytical pipelines (RAP) at NHS Digital.

The RAP community of practice includes all analysts and data scientists who are interested in adopting the working practices included in reproducible analytical pipelines (RAP) at NHS Digital.

NHS Digital 50 Dec 22, 2022
a bit of my project :) and I use some of them for my school lesson or study for an exam! but some of them just for myself.

Handy Project a bit of my project :) and I use some of them for my school lesson or study for an exam! but some of them just for myself. the handy pro

amirkasra esmaeilian 13 Jul 05, 2021