Clean, Standardized Data — Ready for Research & International Publication
EcoData aggregates macroeconomic indicators from official sources such as WB, IMF, ADB, UN and FRED, alongside Vietnam's in-depth data: the General Statistics Office, the General Department of Customs, survey datasets — PAPI, PCI, PAR, SIPAS, ICT and microdata — VHLSS, VARHS, VES. All data is cleaned, standardized and continuously updated — ready for analysis, teaching and publication.
For lecturers, researchers, graduate students, and data analysis professionals.
Official Data from Leading Organizations
Why Choose EcoData?
Rich, official data ready for research and international publication
Ready for International Publication
Data is cleaned, standardized and quality-controlled, ready to feed directly into analysis and publication — ready-to-publication.
Macro Indicators from Global Sources
Comprehensive macroeconomic indicators from official sources: World Bank, IMF, ADB, UN and FRED.
Official Vietnam Data
General Statistics Office — Statistical Yearbook, Socio-economic Reports, General Department of Customs — import-export reports and data by commodity and the Ministry of Finance.
Survey & Microdata Sets
PAPI, PCI, PAR, SIPAS and ICT surveys plus VHLSS, VARHS and VES microdata for in-depth research.
Comprehensive Securities Data
Quarterly/annual financial reports, detailed trading history and listed company event calendars.
Rich & Continuously Updated
A broad, multi-domain data repository updated regularly to meet academic and professional analysis needs.
Smart AI Assistant
Integrated chatbot for indicator aggregation requests, file export and quick downloads.
Flexible API & Integration
API support for connecting with dashboards, analysis workflows and your own research systems.
Three Historical Boundary Milestones, Seven Vietnam Data Subsystems, and One-Click AI Skills
Eliminate structural breaks in Vietnam provincial panel data from 1995 to 2026, access integrated fiscal, customs, and commodity market intelligence, and equip any AI agent with specialized MCP skills.
Three Administrative Boundary Milestones from 1995 To 2026
Splitting Lai Chau, Dak Lak, and Can Tho
Backcasts 1995–2003 series using empirical 2004–2006 share weights in 63-province mode; performs exact summation for merged clusters in 34-province mode while keeping Dien Bien and Lai Chau independent.
Merging Ha Tay into Hanoi Capital City
Automatically detects indicators already backcasted for expanded Hanoi prior to 2008 to prevent double-counting while maintaining consistency with Vinh Phuc and Hoa Binh.
Consolidating 63 Provinces into 34 Provinces and Cities
Preserves original 63-province tables and rebuilds 2000–2026 series for 34 provinces across five econometric rules, reconciled at 99.5% or higher accuracy against the 14 official provincial appendices of the National Statistics Office.
Seven Vietnam Economic Data Subsystems and Commodity Markets
National Statistics Office and 34-Province Statistical Appendices
28 provincial statistical tables and 14 official statistical appendices under the 34-province boundary structure.
Ministry of Finance State Budget Revenue and Expenditure
State budget outturn and estimate series from 1995 to 2026 for both 63-province and 34-province modes.
Periodic Socio-Economic Statistical Reports
Monthly, quarterly, and annual indicators from 2000 to 2026 covering GRDP, CPI, IIP, investment, and retail sales.
Vietnam Customs Statistics Across 11 Official Forms
Trade value, volume, and unit price across commodities, partner markets, transport modes, and provinces.
Provincial Governance Survey Indices
Longitudinal provincial panel indices including PCI, PGI, PAPI, PII, ICT Index, PAR Index, and SIPAS.
Five-Sector Commodity Market Intelligence
Energy, metals, agriculture, aquaculture and livestock, and industrial materials across five analytical dimensions.
34-Province Historical Panel Rebuild Engine
2000–2026 provincial series standardized across five aggregation rules with collapsible source footnotes.
Eight Global Focus Economic Regions
Vietnam, United States, China, India, Europe, East Asia, ASEAN, and Americas, Middle East, and Oceania.
Specialized Skills Pack for AI Agents and Gemini Task
Download standardized skill files so Gemini, AntiGravity, Claude Code, Codex, and Cursor can harness all 37 EcoData MCP tools with zero configuration friction.
Gemini Task & Gemini Gems
gemini-ecodata-mcp-skill.mdKnowledge file for Gemini Gems and Gemini Task attachments to invoke all 37 MCP tools and query 34-province series.
AntiGravity CLI & IDE
antigravity-ecodata-skill.mdProgressive Disclosure skill for Google AntiGravity IDE and CLI automating macro, corporate, and Jev workflows.
Claude Code & Desktop
claude-code-ecodata-skill.mdSpecialized skill for Claude Code CLI and Claude Projects with 1995–2026 boundary harmonization rules.
OpenAI Codex CLI
codex-ecodata-skill.mdSkill specification for OpenAI Codex CLI and autonomous coding agents for panel econometric modeling.
Cursor & Windsurf IDE
cursor-ecodata-rules.mdcContext rule file that activates automatically in Cursor and Windsurf IDE for Vietnamese economic research.
From Raw Data to Deep Analysis — Fully Automated
EcoData builds a seamless ecosystem: input data is processed through the Econometrics Pipeline, distributed via MCP Server and accelerated by Jev Co-Processor — making your research accurate, fast and reproducible.
Raw Data
GSO, Customs, WB, IMF, Corporate financials
Econometrics Pipeline
105 models · 12 analysis families · Python/R/Stata
MCP Server
37 specialized tools · Standard MCP protocol
Jev Co-Processor
TypeSafe AI · Gemini · Claude · Cursor · AntiGravity
Raw Data
INPUTGSO, Customs, WB, IMF, Corporate financials
Econometrics Pipeline
105 MODELS105 models · 12 analysis families · Python/R/Stata
MCP Server
37 TOOLS37 specialized tools · Standard MCP protocol
Jev Co-Processor
SYSTEM ONETypeSafe AI · Gemini · Claude · Cursor · AntiGravity
Econometrics Analysis Pipeline
Triple Runtime: Python / R / Stata
1-Click full econometric research workflow: from descriptive statistics, model estimation to replication code export — all in a single command.
EcoData MCP Server
Standard Model Context Protocol
37 specialized tools compatible with Gemini Spark, Claude Desktop, Cursor IDE and AntiGravity — connecting Vietnam economic data directly to your AI assistant.
Jev Co-Processor
TypeSafe AI System One
Dedicated AI co-processor with LRU key pool rotation, real-time token cost monitoring and zero-downtime failover — ensuring every analysis is stable and cost-efficient.
Bring Production EcoData Directly Into
Excel, Python, Stata, and R
A single versioned SDMX API powers every client. Create a personal API key, pull real data series into your own workflow, and keep metadata and quotas visible — no manual table copying.
Excel
Office Add-inOffice.js task pane and ECODATA.SERIES custom function for inserting SDMX series into worksheets.
=ECODATA.SERIES("MACRO_INTL","NY.GDP.MKTP.CD.VNM.A","2019","2023")How Researchers Use It
Create a copy-once API key from the API Access dashboard.
Search codelists and dataflows without downloading large registries.
Pull the same SDMX series into Excel, Python, Stata, or R for reproducible analysis.
From Raw Data to Publishable Research — in One Workflow
The Econometric Analysis tool built into EcoData lets graduate students and researchers immediately assess the practicality and feasibility of their research through an end-to-end workflow.
Data Preparation
Scope the data, select indicators, compute variables and clean before analysis.
- Filter Data Scope
- Select Indicators
- Compute Variables
- Process & Clean Data
- Descriptive Statistics
Analysis Models
Build, estimate and test models, with model selection and robustness checks.
- Proposed & Alternative Models
- Estimation & Hypothesis Testing
- Robustness / Model Selection
- Accelerated by Jev Co-Processor
Presentation & Reporting
Export results and present reports following your chosen academic style.
- Standardized Tables & Charts
- Formatting by Citation Style
- Submission / Publication-Ready Report
Reporting styles
Export Complete Code
Generate full code from indicator selection to the final report, runnable directly in Stata, R or Python.
- Fully Reproducible Workflow
- Clearly Annotated, Step-by-Step Code
- Run Instantly on Stata / R / Python
Export code that runs on
Choose Your Access Plan
Flexible plans for your research and analysis needs — from individual to professional
6-Month Access
- Full Data Export
- 25 Exports / Day
- Survey Datasets & SDMX API
- AI Chat & MCP Access
Annual Access
- Full Data Export
- 60 Exports / Day
- Survey Datasets & SDMX API
- AI Chat & MCP Access
- Econometrics Pipeline
- Jev Co-Processor
Lifetime Access
one-time payment
- Full Data Export
- 100 Exports / Day
- Survey Datasets & SDMX API
- AI Chat & MCP Access
- Econometrics Pipeline
- Jev Co-Processor
- Priority Technical Support
- Lifetime Updates
All plans include full access to international and Vietnam data. Special discounts available for students and researchers.
Common Questions Answered
Learn more about EcoData's features, data sources and how to get started
EcoData is a professional economic and financial data platform that aggregates and standardizes data from official domestic sources — GSO, Customs, Ministry of Finance and international organizations — World Bank, IMF, ADB, UN, FRED, serving research, teaching and analysis.
Data includes: international macro indicators — WB, IMF, ADB, FRED, GSO Statistical Yearbook and socio-economic reports, customs import-export data, listed company financial reports — financial statements, notes, survey datasets — PAPI, PCI, VHLSS, VARHS and stock market data.
EcoData MCP Server provides 37 specialized tools via the Model Context Protocol — MCP, enabling AI assistants like Gemini Spark, Claude Desktop, Cursor IDE and AntiGravity to directly access Vietnamese economic data, run analysis and export results — all through natural language.
With a single command, EcoData executes the full workflow: from descriptive statistics, model estimation — 105 models across 12 analysis families, hypothesis testing, robustness checks to replication code export for Stata, R or Python — significantly reducing research time.
EcoData provides integrated clients for Python — pandas, R — tibble, Stata — ado and Excel — Office add-in. All connect via SDMX API with a personal API key, enabling direct data retrieval into your analysis workflow.
Jev is a dedicated AI co-processor — TypeSafe AI System One integrated into EcoData, featuring LRU key pool rotation, real-time token cost monitoring and zero-downtime failover — ensuring every AI-powered econometric analysis is stable and cost-efficient.
Sign up for a free account, explore data through the web interface, create an API key for software integration, and upgrade your access plan when you need features like AI Chat, MCP access or Econometrics Pipeline.
Yes. Data is continuously updated from official sources. International macro data syncs with WB and IMF release schedules. Vietnamese GSO, customs and stock data are updated quarterly or when new releases are available.
Absolutely. Data is cleaned, standardized and rigorously quality-controlled. Econometric reports support APA, Chicago, Harvard, IEEE and MLA citation styles — ready to be included directly in research papers for submission.
EcoData preserves all original 63-province tables intact while providing the harmonized 34-province panel from 2000 to 2026 using five mathematical aggregation rules: direct summation for volume variables, weighted averages for ratios, constant-price scale growth recalculation, weighted index chaining, and non-aggregable flags for qualitative rankings. For the 1995–2003 splits of Lai Chau, Dak Lak, and Can Tho and the 2003–2008 merger of Ha Tay into Hanoi, the system automatically backcasts or deduplicates observations with at least 99.5% reconciliation accuracy against the 14 official provincial appendices of the National Statistics Office.
The platform integrates seven official subsystems: National Statistics Office 28 tables and 14 provincial statistical appendices for 34 provinces, Ministry of Finance State Budget 1995–2026, periodic Socio-Economic Reports, 11 Vietnam Customs forms, Provincial Governance Survey Indices, Strategic Commodity Markets across five sectors and five analytical dimensions, and the 34-Province Historical Panel Engine with collapsible primary data source footnotes.
Visit the AI Assistant Integration section on the Quick Start page or the AI Integration Hub at /account/connect-apps to download five specialized skill files with one click: gemini-ecodata-mcp-skill.md for Gemini Gems and Gemini Task, antigravity-ecodata-skill.md for AntiGravity, claude-code-ecodata-skill.md for Claude Code, codex-ecodata-skill.md for OpenAI Codex, and cursor-ecodata-rules.mdc for Cursor IDE.
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