FINTECHY: 2020

Sunday, May 3, 2020

Real Time stock data with web ribbon API

alpha_vantage:

Python module to get stock data/cryptocurrencies from the Alpha Vantage API Alpha Vantage delivers a free API for real time financial data and most used finance indicators in a simple json or pandas format. This module implements a python interface to the free API provided by Alpha Vantage

To install the package use

Command : pip install alpha_vantage

Or install with pandas support, simply install pandas too:

pip install alpha_vantage pandas

Note : Please install wheel if requirement doesn't satisfied

Sample data graph for Microsoft

symbols = ['AAPL', 'GOOG', 'TSLA', 'MSFT']

Historical Stock Data of Microsoft

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reg : Fintech (Coimbatore Institute of Technology)

Tuesday, March 31, 2020

FLOW OF STOCK PREDICTION

HOW FINTECHY RUN WITH STOCK MARKET ?

HOW FINTECHY RUN WITH STOCK MARKET ?

-Analysis , visualize and predict stock prices quickly with python.

Which stock? How do you analyse stock? What are returns and risks of this stock compared to its competitors?

The objective of fintechy is for you to understand one way on analysing stock using quick and python code , just spend few minutes to read this blog post or even better ,contribute then you could get a quick idea of our first ever financial analysis.

To start learning and analyzing stock we will start off by taking a quick look at historical stock prices. This will be done by extracting latest stock data from pandas

Web_datareader and finance.

Then we will try to view the data through exploratory analysis such as correlation heatmap,matplotlib visualization and prediction analysis using linear analysis and K Nearest Neighbhor(KNN)