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भारत सरकार/
Step 2: Diagnostics

Map Your Expertise.

Choose your core competencies to tailor your iGOT learning pathway.

Cadre Experience Tier

Survey Design

Questionnaire formulation, stratification, and sample size allocation.

Methodology

Python Automation

Pandas, NumPy, and automated statistical data validation pipelines.

Data & Code

National Accounts

SNA 2025 frameworks, GVA aggregation, and Supply-Use Tables (SUT).

Economics

Sampling Techniques

Multi-stage stratified sampling, probability proportional to size (PPS).

Methodology

Data Scrutiny & CAPI

Computer Assisted Personal Interviewing validation and field audits.

MoSPI Core

Econometrics & Forecasting

ARIMA, Vector Autoregression (VAR), and macroeconomic nowcasting.

Economics

Time-Series Analysis

Seasonal adjustments, cyclical filtering, and X-13ARIMA-SEATS.

Methodology

R Programming

Survey package in R, tidyverse data wrangling, and ggplot2.

Data & Code

Price Indices (CPI/WPI)

Laspeyres & Paasche formulations, basket weighting, and price quotes.

MoSPI Core

Annual Survey of Industries (ASI)

Factory sector census data scrutiny, capital output, and GVA.

MoSPI Core

Machine Learning in Official Stats

Random forests, text classification for occupation codes, and imputation.

Data & Code

Data Visualization & BI

PowerBI, Tableau dashboards, and executive KPI synthesis.

Data & Code

Periodic Labour Force Survey (PLFS)

Household activity status, worker population ratio (WPR), and LFPR.

MoSPI Core

Spatial Analytics & GIS

QGIS shapefiles, enumeration block boundaries, and geo-coding.

Methodology
Active Competency Profile (3 selected)

You can add or update your competencies anytime from your profile settings.

3 Competencies Selected