The-Indian-Startup-Project

I was privileged to work with an amazing team of five (5) aspiring Data Analysts with the aim of performing an in-depth data analysis that aims to gain valuable insights into the Indian Startup Ecosystem by looking at datasets from 2018 to 2021.

Table of Contents

• Project Description
• Data Sources
• Libraries to install
• Usage
• Expected Learning and Skills Acquired
• Essential links
• Contributors

Project Description

This project is a data analysis built using Python 3.11 on a Windows operating system. The IDE used for development was Visual Studio Code.

Data Sources

• 2021 & 2020 were stored in a Database.
• 2019 was stored in a Microsoft OneDrive.
• 2018 was stored in a github repository.

Libraries to install:

To run the project, make sure you have the following Python modules installed using 'pip':

• numpy
  • pandas
    • matplotlib
      • seaborn
        • statsmodels for the project.

Usage

For numerical computation, data analysis and manipulation

• import numpy as np
• import pandas as pd

For data visualizations

• import matplotlib.pyplot as plt
• import seaborn as sns

Other supporting libraries.

• import pyodbc
• from dotenv import dotenv_values
• import statsmodels.api as sm
• from statsmodels.formula.api import ols
• import re
• import warnings

Expected Learning and Skills Acquired

• Asking SMART questions.
• Data Summary
• Aligning Business objectives to Data Analysis
• Data Cleaning process and Documention.
• Data Visualization using PowerBI.
• Teamwork and Collaboration

Essential links

Article: https://www.linkedin.com/pulse/unraveling-indian-startup-ecosystem-data-analysis-kofi-bamfo

PowerBI Dashboard: https://app.powerbi.com/groups/me/reports/b48244af-d664-49f4-8626-be0c8add24b5/ReportSection?redirectedFromSignup=1&experience=power-bi

Contributors:

| Edinam Doe Abla | https://github.com/doeabla |

| Enoch Taylor-Nketiah |https://github.com/akbamfo |

| Timothy Morenikeji Akinremi | https://github.com/timothyakinremi

| Philip Oludipe Tolulope |

| Godfrey Chinebe |