Data Visualizations

ggplot2

ggiraph

Shiny

Plotly

Interactive charts, dashboards, and data stories built with ggplot2, ggiraph, and Shiny.

Visual

Data Visualizations

Interactive charts, dashboards, and data stories built with ggplot2, ggiraph, and Shiny.

ggplot2ggiraphShinyPlotlygt

India GST Collection Analysis

This interactive report explores India’s Goods and Services Tax (GST) collection data across states and financial years. All monetary values are expressed in ₹ Thousands…

13 Apr 2026

India’s Foodgrain Supply Chain: Procurement, Buffer Stocks, and Trade — An Integrated Analysis

A comprehensive interactive analysis linking India’s foodgrain procurement (MSP operations), central pool buffer stocks, and cereal export/import data to understand the…

15 Mar 2026

India’s Import Concentration Risk: A Cross-Commodity Analysis

A novel cross-sector analysis measuring import supply concentration — using Herfindahl-Hirschman Index (HHI) calculations across edible oils, fertilizers, and key trade…

15 Mar 2026

Comprehensive Trade Analysis: Methodology, Code, and Insights

Trade

Here the Trade analysis involves systematically examining India trade data to identify patterns, trends, and economic relationships with their trade partners. Proper trade…

19 Dec 2025

India’s Fertilizer Import Landscape: Supply Concentration & Price Dynamics

Trade

Fertilizer

Agriculture

A detailed analysis of India’s fertilizer imports — Urea, DAP, Rock Phosphate, Phosphoric Acid, and MOP — covering source-country concentration, price volatility, and…

26 Nov 2025

India’s Fertilizer Import & Production Statistics

Trade

Fertilizer

Agriculture

An interactive deep-dive into India’s imports of urea, DAP, MOP, rock phosphate, and phosphoric acid — tracking source-country concentration, international prices, and…

26 Nov 2025

PLFS

NSS

Code

library(data.table)
library(readr)
library(tidyverse)
library(readxl)
library(gt)
options(digits=3)

## Read Data
fvhh1819 <- readRDS("/home/pawan/plfsdata/PLFS-18-19…

2 Nov 2025

India’s Foodgrain Buffer Stocks: Trends, Norms, and Policy

Food Economy

Agriculture

Public Policy

Interactive analysis of India’s central pool foodgrain stocks — rice, wheat, unmilled paddy, and coarse grains — from 1972 to 2025, tracking stock positions against buffer…

1 Nov 2025

Food Prices in India: Retail vs. Wholesale Dynamics

Food Economy

Prices

Interactive analysis of retail and wholesale food prices across commodity groups — cereals, pulses, edible oils, and vegetables — tracking price trends, spread analysis, and…

1 Nov 2025

Fuel Price Analysis: India’s Retail Prices & International Crude Dynamics

Fuel

Prices

Energy

A comprehensive analysis of crude oil price trends, international petrol/diesel prices, and retail fuel prices in India’s metro cities.

30 Oct 2025

India’s Public Foodgrain Procurement: Trends, Patterns & Policy Implications

Food Economy

Procurement

Agriculture Policy

A detailed analysis of foodgrain procurement by FCI and state agencies across marketing seasons, with regional breakdowns and MSP evolution.

30 Oct 2025

India’s Trade Statistics: Exports, Imports & Sectoral Composition

Trade

Economy

Interactive analysis of India’s total merchandise trade — exports, imports, trade balance, and sector-level composition including cereals, fertilizers, and petroleum — using…

29 Oct 2025

India’s Trade Statistics: Exports, Imports & Sectoral Composition

Trade

Exports

Imports

A comprehensive interactive analysis of India’s merchandise trade — total flows, trade balance, cereals exports, fertilizer and petroleum imports — with HS code level…

29 Oct 2025