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/
World's best free and open source ERP.

World's best free and open source ERP.

Frappe 12.5k Jan 07, 2023
Beancount Importers for DKB (Deutsche Kredit Bank) CSV Exports

Beancount DKB Importer beancount-dkb provides an Importer for converting CSV exports of DKB (Deutsche Kreditbank) account summaries to the Beancount f

Siddhant Goel 24 Aug 06, 2022
CBO uses its Capital Tax model (CBO-CapTax) to estimate the effects of federal taxes on capital income from new investment

CBO’s CapTax Model CBO uses its Capital Tax model (CBO-CapTax) to estimate the effects of federal taxes on capital income from new investment. Specifi

Congressional Budget Office 7 Dec 16, 2022
HiQ - A Modern Observability System

🦉 A Modern Observability System HiQ is a declarative, non-intrusive, dynamic and transparent tracking system for both monolithic application and dist

Oracle Sample Code 40 Aug 21, 2022
Tomador de ramos UC automatico para Windows, Linux y macOS

auto-ramos v2.0 Tomador de ramos UC automatico para Windows, Linux y macOS Funcion Este script de Python tiene como principal objetivo hacer que la to

Open Source eUC 13 Jun 29, 2022
An extension module to make reaction based menus with disnake

disnake-ext-menus An experimental extension menu that makes working with reaction menus a bit easier. Installing python -m pip install -U disnake-ext-

1 Nov 25, 2021
Acesse seus investimentos da NuInvest pelo Python (Experimental)

Acesse seus investimentos da NuInvest pelo Python (Experimental)

André Roggeri Campos 5 Dec 06, 2022
使用clash核心,对服务器进行Netflix解锁批量测试。

注意事项 测速及解锁测试仅供参考,不代表实际使用情况,由于网络情况变化、Netflix封锁及ip更换,测速具有时效性 本项目使用 Python 编写,使用前请完成环境安装 首次运行前请安装pip及相关依赖,也可使用 pip install -r requirements.txt 命令自行安装 Net

11 Dec 07, 2022
JHBuild is a tool designed to ease building collections of source packages, called “modules”.

JHBuild README JHBuild is a tool designed to ease building collections of source packages, called “modules”. JHBuild was originally written for buildi

GNOME Github Mirror 46 Nov 22, 2022
Python code to control laboratory hardware and perform Bayesian reaction optimization on the MIT Make-It system for chemical synthesis

Description This repository contains code accompanying the following paper on the Make-It robotic flow chemistry platform developed by the Jensen Rese

Anirudh Nambiar 11 Dec 10, 2022
A toy repo illustrating a minimal installable Python package

MyToy: a minimal Python package This repository contains a minimal, toy Python package with a few files as illustration for students of how to lay out

Fernando Perez 19 Apr 24, 2022
✔️ Create to-do lists to easily manage your ideas and work.

Todo List + Add task + Remove task + List completed task + List not completed task + Set clock task time + View task statistics by date Changelog v 1.

Abbas Ataei 30 Nov 28, 2022
Write complicated anonymous functions other than lambdas in Python.

lambdex allows you to write multi-line anonymous function expression (called a lambdex) in an idiomatic manner.

Xie Jingyi 71 May 19, 2022
Get you an ultimate lexer generator using Fable; port OCaml sedlex to FSharp, Python and more!

NOTE: currently we support interpreted mode and Python source code generation. It's EASY to compile compiled_unit into source code for C#, F# and othe

Taine Zhao 15 Aug 06, 2022
Data and analysis relating to the 5.8M Melbourne quake of 2021

quake2021 Data and analysis relating to the 5.8M Melbourne quake of 2021 Monash University Woodside Living Lab Building The building is located here T

Colin Caprani 6 May 16, 2022
通过简单的卷积神经网络直接预测出验证码图片中滑块的位置

使用说明 1. 在本地测试 运行python3 prdict_one.py即可,默认需要预测的图片路径位于testImg文件夹下的test1.png 运行python3 predict_folder.py预测testImg下的所有图片 2. 部署到服务器 运行python3 run_a_server

12 Mar 08, 2022
Repositório para estudo do airflow

airflow-101 Repositório para estudo do airflow Docker criado baseado no tutorial Exemplo de API da pokeapi Para executar clone o repo execute as confi

Gabriel (Gabu) Bellon 1 Nov 23, 2021
Expense Tracker is a very good tool to keep track of your expenseditures and the total money you saved.

Expense Tracker is a very good tool to keep track of your expenseditures and the total money you saved.

Shreejan Dolai 9 Dec 31, 2022
Personal Chat Assistance

Python-Programming Personal Chat Assistance {% import "bootstrap/wtf.html" as wtf %} titleEVT/title script src="https://code.jquery.com/jquery-3.

PRASH_SMVIT 2 Nov 14, 2021
Ultimate Microsoft Edge Uninstaller!

Ultimate Microsoft Edge Uninstaller

1 Feb 08, 2022