Tracking (of choice) cryptocurrencies' daily prices and moving average.

Related tags

Cryptographypython3
Overview

Crypto-price-moving_average

Tracking (of choice) cryptocurrencies' daily prices and moving average.

About Alpha Vantage

The Alpha Vantage library (https://www.alphavantage.co/documentation/) allows tracking the price movement of stocks, cryptocurriencies or economic indicators like real GDP. This python script uses Alpha Vantage's free API to retrieve 4 endogeneous cryptocurriencies' closing prices. Much as Alpha Vantage has an extremely useful TechIndicators function to calculate the eponymous tasks such as simple moving average and exponential moving, etc., they are applicable only to stocks tickers and not cryptocurrencies symbols (or they could be but not that I am fully aware of). Therefore, in the script I also write a basic simple moving average (SMA) function that takes in the user's Pandas series, interval of observation and period-to-average-over, to calculate the simple moving average of a given time series. The SMA formula can be found on Investopedia (https://www.investopedia.com/terms/s/sma.asp). I then use that function to calculate the simple moving average of the crypto prices retrieved from Alpha Vantage API.

Expected Outcome

The script produces a figure of 4 panels (2x2) of 4 chosen cryptocurrencies available at Alpha Vantage API. The API free key enables only 5 calls per minute, and I choose 4 for the sake of presentation. Each panel depicts the chosen cryptocurrency prices for the last k days and its moving average over n days, with k, n being chosen at the user's discretion. Then, an Excel sheet will also be generated, with each out of 4 sheets contain all the prices and moving average for the chosen cryptocurrency. The original script selects 4 cryptocurrencies: Bitcoin, Ether, Litecoin and Cardano. The user can change the desirable currencies names and symbols in the dictionary 'symbols_dict' at the beginning of the script.

Result: https://imgur.com/gallery/NvP8hLO

Remarks and criticism welcome.

Owner
Thong Huynh
Thong Huynh
Python ASN.1 library with a focus on performance and a pythonic API

asn1crypto A fast, pure Python library for parsing and serializing ASN.1 structures. Features Why Another Python ASN.1 Library? Related Crypto Librari

Will Bond 282 Dec 11, 2022
This project aims to assist in the search for leaked passwords while maintaining a high level of privacy using the k-anonymity method.

To achieve this, the APIs of different services are used, sending only a part of the Hash of the password we want to check, for example, the first 5 characters.

Telefónica 36 Jul 06, 2022
Electrum - Lightweight Vertcoin client

Electrum - Lightweight Vertcoin client Electrum-VTC is a rebase of upstream Electrum and pulls in updates regularly. Donate VTC to support this work:

Vertcoin 4 Oct 14, 2022
Using with Jupyter making live crypto currency action

Make-Live-Crypto-Currency-With-Python Using with Jupyter making live crypto currency action 1.Note: 💣 You must Create a Binance account and also clic

Mahmut Can Gönül 5 Dec 13, 2021
Gridlock - Encryption and decryption python project

Gridlock Encryption Encryption and decryption of plain text messages inspired by

Matthew 2 Mar 23, 2022
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

pyca/cryptography cryptography is a package which provides cryptographic recipes and primitives to Python developers. Our goal is for it to be your "c

Python Cryptographic Authority 5.2k Dec 30, 2022
Certifi: Python SSL Certificates

(Python Distribution) A carefully curated collection of Root Certificates for validating the trustworthiness of SSL certificates while verifying the identity of TLS hosts.

Certifi 608 Jan 02, 2023
Recover bitcon brainwallet

Bitcoin brainwallet recovery tool If you like it give it a star Programmed in Python | PySimpleGUI How it works From seed phrase create bitcoin privat

Adrijan 20 Dec 15, 2022
A cairo port for Rari Capital Vaults

crypts • Architecture contracts ├─ CryptFactory — "Factory for deploying Crypt contracts for any ERC20 token." ├─ Crypt — "Flexible, minimalist, and g

alucard 9 Sep 02, 2022
Blockchain with crypto transaction feature

python script that asks users for their name, who they are sending J2 coin too(fictional cryptocurrency) and how much they're sending. it then prints the transaction detail in words and prints the ha

Joshua Stojkovic 2 Jan 10, 2022
Powerful Tool to encrypt and decrypt files using AES.

AEScryptor Tool Description Encrypt and Decrypt files with AES-128 (16bytes key). AES mode = CFB (cipher Feedback) security = super safe! Usage [1] Ch

5 Jan 12, 2022
Highly decentralized and censorship-resistant way to store key data

Beacon coin Beacon coin is a Chia singelton coin that can store data that needs to be: always available censorship resistant versioned potentially imm

Sebastjan Trepca 24 Oct 04, 2022
The leading native Python SSHv2 protocol library.

Paramiko Paramiko: Python SSH module Copyright: Copyright (c) 2009 Robey Pointer 8.1k Jan 08, 2023

Python FFI bindings for libsecp256k1 (maintained)

secp256k1-py Python FFI bindings for libsecp256k1 (an experimental and optimized C library for EC operations on curve secp256k1). Previously maintaine

Rusty Russell 29 Dec 29, 2022
This is a simple Bitcoin non-deterministic wallet address generator coded in Python 3.

This is a simple Bitcoin non-deterministic wallet address generator coded in Python 3. It generates a Private Key in different formats (hex, wif and compressed wif) and corresponding Public Addresses

7 Dec 22, 2022
Quick and dirty script to fix MD5 hashes in poetry.lock file

fix-poetry-md5-hash Quick and dirty script to fix MD5 hashes in poetry.lock file. Usage: poetry run fix-poetry-md5-hash

2 Apr 20, 2022
Privfiles - Encrypted file storage using Fernet with zero Javascript

Privfiles - Encrypted file storage using Fernet with zero Javascript Source code for the onion service: l3n6v6dm63frml22tlmzacnasvp7co7wylu4hhcs34ukxe

5 Jul 30, 2022
Ceres is a combine harvester designed to harvest plots for Chia blockchain and its forks using proof-of-space-and-time(PoST) consensus algorithm.

Ceres Combine-Harvester Ceres is a combine harvester designed to harvest plots for Chia blockchain and its forks using proof-of-space-and-time(PoST) c

38 Nov 14, 2022
Encrypt Your Script Python

EncryptScritpPY Encrypt Your Script Python This Script For Encrypt Your File Python Tutorial Install [+] Open Termnal [+] Type: git clone https://gith

1 Oct 07, 2021
Tool to compare smart contracts source code

smartdiffer Tool to compare smart contracts source code. Heavily relies on API of Etherscan and Diffchecker. Installation pip install smartdiffer API

Roman Moskalenko 23 Nov 16, 2022