Manish Kumar Choudhary’s Post

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Head of Data Science & AI @FinanceOps.Ai | Try world's first full autonomous Debt Collection Agent | Generative AI |6X Patent Applied in US

Are you a Voter or a Vote Bank? As India is going through the general elections, the air is thick with debates – much like trying to dodge your manager on a Friday evening. But amidst the noise of assumptions, logical fallacies, and the infamous 'WhatsApp University,' how do we make informed decisions? Let's start with some common debate pointers vs what data says: 1: Fuel price and inflation skyrocketed just in the last 10 years. Here are some common indicators: Average CPI Inflation: 2004-2009: 9.1% 2009-2014: 9.4% 2014-2019: 3.4% 2019-2024: 5.9% Average food inflation: 2004-2009: 12.3% 2009-2014: 11.9% 2014-2019: 0.7% 2014-2024: 7.1% Lets also look at Petrol Price: 2004: INR 35 2014: INR 72 (>100% up) 2024: INR 100 (~40% up) 2. Economy grew faster in the last 10 years: Let's look at some of the indicators: GDP growth rate: 2004-2014: 6.8% (including 2008-09 global recession) 2014-2024: 5.7% (including black swan events like Covid) GDP per capita: 2004-2014: 50% rise using inflation adjustment, 204% increase at absolute value 2014-2024: 43.6% rise using inflation adjustment, 114% increase at absolute value USD to INR: 2004-2014: INR 43 to INR 60 (~39% drop) 2014-2024: INR 60 to INR 83 (~39% drop) Debt to GDP Ratio: 2014: 67% 2024: 82% Non performing assets: 2014:INR 5 Lakh Crore, Write-off: INR 32000 crore 2024: INR 20 Lakh Crore, Write-off: INR 14.56 lakh crore Foreign Direct Investment: 2005-2014: ~USD 280 Bn 2014-2023: ~USD 596 Bn Forex Reserve: 2004-05: USD 141 Bn (22% of GDP) 2014-15: USD 341 Bn (16.3% of GDP) 2024: USD 642 Bn (17.4% of GDP) All this data has been collected from available sources of Govt. of India, RBI, IMF, World Bank, and media reports of credible media houses. There are more indicators, more perspectives, and more arguments. These data points and trends will definitely help you cut through the noise of debates and be more aware. Data and analytics can be a strong tool to make comparisons of different governments on quantifiable topics. It can equally be used to disguise you from the real fact. My attempt is in no way to hide/disguise but to reveal the truth to the best of my knowledge. You can add your perspective in the comments to enrich it. Why I wrote this post: I generally have an inclination in reading and learning about socio-economic and political affairs in my leisure time. In my professional work, I do data and AI day in and day out. So I thought of using some of my off-hours to do comparisons of governments between 2004-2014 vs. 2014-2024 to make decisions like a voter rather than a vote bank. I will deep dive into other governance parameters to compare 2004-2014 vs. 2014-2024 in the next 30 days. All these will be purely based on numbers, no opinions, no arguments. PS: Nothing in for or against any ideology or party. It will be just my thoughts and analysis in my leisure time. You can share your views in the comments. You can correct the data in comments. #India

Kaushal Jha

Experienced professional in Planning/ Warehousing/Logistics/Imports and Parts Operations/Project SCM @GE Healthcare

2mo

Can you recheck on NPAs?

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Kumar Hemjeet

Data Scientist@ICICI Lombard

2mo

A great post indeed. This needs to be shown at every news outlest.

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