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/
A simple and efficient computing package for Genshin Impact gacha analysis

GGanalysisLite计算包 这个版本的计算包追求计算速度,而GGanalysis包有着更多计算功能。 GGanalysisLite包通过卷积计算分布列,通过FFT和快速幂加速卷积计算。 测试玩家得到的排名值rank的数学意义是:与抽了同样数量五星的其他玩家相比,测试玩家花费的抽数大于等于比例

一棵平衡树 34 Nov 26, 2022
System Design Assignments as part of Arpit's System Design Masterclass

System Design Assignments The repository contains a set of problem statements around Software Architecture and System Design as conducted by Arpit's S

Relog 1.1k Jan 09, 2023
An event-based script that is designed to improve your aim

Aim-Trainer Info: This is an event-based script that is designed to improve a user's aim. It was built using Python Turtle and the Random library. Ins

Ethan Francolla 4 Feb 17, 2022
A conda-smithy repository for boost-histogram.

The official Boost.Histogram Python bindings. Provides fast, efficient histogramming with a variety of different storages combined with dozens of composable axes. Part of the Scikit-HEP family.

conda-forge 0 Dec 17, 2021
Implemented Exploratory Data Analysis (EDA) using Python.Built a dashboard in Tableau and found that 45.87% of People suffer from heart disease.

Heart_Disease_Diagnostic_Analysis Objective 🎯 The aim of this project is to use the given data and perform ETL and data analysis to infer key metrics

Sultan Shaikh 4 Jan 28, 2022
Metal Gear Rising: Revengeance's DAT archive (un)packer

DOOMP Metal Gear Rising: Revengeance's DAT archive (un)packer

Christopher Holzmann Pérez 5 Sep 02, 2022
Awesome & interesting talks about programming

Programming Talks I watch a lot of talks that I love to share with my friends, fellows and coworkers. As I consider all GitHubbers my friends (oh yeah

Veit Heller 7k Dec 26, 2022
Minecraft Multi-Server Pinger Discord Embed

Minecraft Network Pinger Minecraft Multi-Server Pinger Discord Embed What does this bot do? It sends an embed and uses mcsrvstat API and checks if the

YungHub 2 Jan 05, 2022
Repositório contendo atividades no curso de desenvolvimento de sistemas no SENAI

SENAI-DES Este é um repositório contendo as atividades relacionadas ao curso de desenvolvimento de sistemas no SENAI. Se é a primeira vez em contato c

Abe Hidek 4 Dec 06, 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
A server shell for you to play with Powered by Django + Nginx + Postgres + Bootstrap + Celery.

A server shell for you to play with Powered by Django + Nginx + Postgres + Bootstrap + Celery.

Mengting Song 1 Jan 10, 2022
Process RunGap output file of a workout and load data into Apple Numbers Spreadsheet and my website with API calls

BSD 3-Clause License Copyright (c) 2020, Mike Bromberek All rights reserved. ProcessWorkout Exercise data is exported in JSON format to iCloud using

Mike Bromberek 1 Jan 03, 2022
A package with multiple bias correction methods for climatic variables, including the QM, DQM, QDM, UQM, and SDM methods

A package with multiple bias correction methods for climatic variables, including the QM, DQM, QDM, UQM, and SDM methods

Sebastián A. Aedo Quililongo 9 Nov 18, 2022
Python-Kite: Simple python code to make kite pattern

Python-Kite Simple python code to make kite pattern. Getting Started These instr

Anoint 0 Mar 22, 2022
Projeto job insights - Projeto avaliativo da Trybe do Bloco 32: Introdução à Python

Termos e acordos Ao iniciar este projeto, você concorda com as diretrizes do Código de Ética e Conduta e do Manual da Pessoa Estudante da Trybe. Boas

Lucas Muffato 1 Dec 09, 2021
Blender addon to import images as meshes

ImagesAsMesh Blender addon to import images as meshes. Inspired by: ImagesAsPlanes Installation It's like just about every other Blender addon. Downlo

Niccolo Zuppichini 4 Jan 04, 2022
Wrappers around the most common maya.cmds and maya.api use cases

Maya FunctionSet (maya_fn) A package that decompose core maya.cmds and maya.api features to a set of simple functions. Tests The recommended approach

Ryan Porter 9 Mar 12, 2022
Animations made using manim-ce

ManimCE Animations Animations made using manim-ce The code turned out to be a bit complicated than expected.. It can be greatly simplified, will work

sparshg 17 Jan 06, 2023
Aerospace utilities: flight conditions package, standard atmosphere model, and more.

Aerospace Utilities About Module that contains commonly-used aerospace utilities for problem solving. Flight Condition: input altitude to compute comm

1 Jan 03, 2022
PyPIContents is an application that generates a Module Index from the Python Package Index (PyPI) and also from various versions of the Python Standard Library.

PyPIContents is an application that generates a Module Index from the Python Package Index (PyPI) and also from various versions of the Python Standar

Collage Labs 10 Nov 19, 2022