From 7f75abace3ad2a42cc2ed75f6b6bd697777cb035 Mon Sep 17 00:00:00 2001 From: Anjan kumar <123378236+Anjankumar26@users.noreply.github.com> Date: Tue, 8 Oct 2024 13:54:29 +0530 Subject: [PATCH] EDA MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This pull request includes the exploratory data analysis (EDA) performed on the cleaned SBIN historical stock dataset. The following tasks were completed as part of the EDA: Descriptive Statistics: Summary statistics for key numerical columns such as Open, Close, High, Low, Volume, Price Range, and Daily Return. Trend Visualization: A time series plot was created to show the trend of the stock’s closing price over time. Correlation Analysis: A heatmap was generated to identify correlations between key stock variables (Open, Close, High, Low, Volume, etc.). Volatility Analysis: Histograms were plotted to show the distribution of Price Range and Daily Return, giving insights into stock price volatility --- EDA_SBIN_clean-checkpoint.ipynb | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 EDA_SBIN_clean-checkpoint.ipynb diff --git a/EDA_SBIN_clean-checkpoint.ipynb b/EDA_SBIN_clean-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/EDA_SBIN_clean-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +}