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 usefull python calculator.

simplepy-calculator Your simple and fresh calculator. Getting Started Install python3 from the oficial python website or via terminal. Clone this repo

Felix Sanchez 1 Jan 18, 2022
This app converts an pdf file into the audio file.

PDF-to-Audio This app takes an pdf as an input and convert it into audio, and the library text-to-speech starts speaking the preffered page given in t

Ojas Barawal 3 Aug 04, 2021
DOP-Tuning(Domain-Oriented Prefix-tuning model)

DOP-Tuning DOP-Tuning(Domain-Oriented Prefix-tuning model)代码基于Prefix-Tuning改进. Files ├── seq2seq # Code for encoder-decoder arch

Andrew Zeng 5 Nov 02, 2022
Inspect the resources of your android projects and understand which ones are not being used and could potentially be removed.

Android Resources Checker What This program will inspect the resources of your app and help you understand which ones are not being used and could pot

Fábio Carballo 39 Feb 08, 2022
Ice Skating Simulator for Winter and Christmas [yay]

Ice Skating Simulator for Winter and Christmas [yay]

1 Aug 21, 2022
Utility to play with ADCS, allows to request tickets and collect information about related objects

certi Utility to play with ADCS, allows to request tickets and collect information about related objects. Basically, it's the impacket copy of Certify

Eloy 185 Dec 29, 2022
YunoHost is an operating system aiming to simplify as much as possible the administration of a server.

YunoHost is an operating system aiming to simplify as much as possible the administration of a server. This repository corresponds to the core code, written mostly in Python and Bash.

YunoHost 1.5k Jan 09, 2023
A tool to build reproducible wheels for you Python project or for all of your dependencies

asaman: Amra Saman (আমরা সমান) This is a tool to build reproducible wheels for your Python project or for all of your dependencies. What this means is

Kushal Das 14 Aug 05, 2022
En este repositorio pondré archivos graciositos de python que hago de vez en cuando

🐍 Apuntes de python 🐍 ¿Quién soy? 👽 Saludos,mi nombre es Carlos Lara. Pero mi nickname en internet es Hercules Kan. Soy un programador autodidacta

Carlos E. Lara 3 Nov 16, 2021
Simple Calculator Mobile Apps

Simple Calculator Mobile Apps Screenshoot If you want to try it please click the link below to download, this application is 100% safe no virus. link

0 Sep 24, 2022
Git Hooks Tutorial.

Git Hooks Tutorial My public talk about this project at Sberloga: Git Hooks Is All You Need 1. Git Hooks 101 Init git repo: mkdir git_repo cd git_repo

Dani El-Ayyass 17 Oct 12, 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
SimilarWeb for Team ACT v.0.0.1

SimilarWeb for Team ACT v.0.0.1 This module has been built to provide a better environment specifically for Similarweb in Team ACT. This module itself

Sunkyeong Lee 0 Dec 29, 2021
Insights in greek football league 2020-2021 and bookmaker's accuracy

Greek_Football_League_Analysis_2020_2021 Aim of Project: This project aims in deriving useful insights from greek football league 2020-2021 by mean st

2 Jan 16, 2022
This is an implementation of PEP 557, Data Classes.

This is an implementation of PEP 557, Data Classes. It is a backport for Python 3.6. Because dataclasses will be included in Python 3.7, any discussio

Eric V. Smith 561 Dec 06, 2022
CRC Reverse Engineering Tool in Python

CRC Beagle CRC Beagle is a tool for reverse engineering CRCs. It is designed for commnication protocols where you often have several messages of the s

Colin O'Flynn 51 Jan 05, 2023
script buat mengcrack

setan script buat mengcrack cara install $ pkg install upgrade && pkg update $ pkg install python $ pkg install git $ pip install requests $ pip insta

1 Nov 03, 2021
Python Library to get fast extensive Dummy Data for testing

Dumda Python Library to get fast extensive Dummy Data for testing https://pypi.org/project/dumda/ Installation pip install dumda Usage: Cities from d

Oliver B. 0 Dec 27, 2021
Software for visualization of RTStruct structures on CT images

This script is responsible for the operation of the program, it is responsible for both creating the GUI and the process of processing images from dicom files. The program is based on the use of the

Adam Piszczek 0 Jun 29, 2022
Convert text with ANSI color codes to HTML or to LaTeX.

Convert text with ANSI color codes to HTML or to LaTeX.

PyContribs 326 Dec 28, 2022