Analyze the growth of the startup scenario and understand some of the exciting patterns of the Funding Ecosystem in India with the help of Data Visualization.
I have to analyze the dataset that comprises over 3000 observations with ten attributes like Date of Incorporation, Startup name, Industry vertical, Sub-industry, Investment Type, Location of Startup, Generated amount of funding in US dollar, and more.
I have to answer the following questions from the dataset using python libraries and tools.
How Does the Funding Ecosystem change with respect to Time?
What is the General Amount that Startups get in India?
Which kind of Industries is more preferred for Startups?
Does Location also play a role, In determining the Growth of a Startup?
Who plays the leading role in the Indian Startups Ecosystem?
What are the different Types of Funding for Startups?
Python Libraries: Pandas, Numpy, Matplotlib, Seaborn, Plotly, Fuzzuwuzzy
Jupyter Notebook
From June 2015 to November 2017, the highest number of fundings.
Rapido startup got the highest funding amount, 3.9 Billion dollars. Ola cabs and Swiggy both made eight funding, which is the highest.
Industries and Sub Industries Analysis :
Consumer Internet, Technology, E-Commerce, and Consumer Technology are preferred industries for startups.
Online Lending platforms, Online Pharmacy, Online learning Platforms, Food Delivery platforms, and Online Education are the most preferred sub-industries for startups.
Banglore, Mumbai, New Delhi, Gurgaon, and Pune are the top 5 cities with the highest fundings.
Ratan Tata, Indian Angel Network, Kalaari Capital, and Sequoia Capital play the leading role in the Indian Startup Ecosystem.
Private Equity and Seed Fundings investment type made the highest number of fundings.
According to the results, we saw that the growth of the Indian startup ecosystem is continuously growing, and the investors are playing a central role in the funding ecosystem.
Industries like E-Commerce, Ed-Tech, Fintech, online Lending platforms, and Technology backed Food delivery platforms are the future of the Indian startup ecosystem.