1. Integrated Statistical Production System WITH GSBPM
Rahul Kumthekar & Philip Bakos
17 September 2019

2. FIS Integrated Statistical Data Production System
Organize workflows and reporting tools available within MAP Enterprise
Applications
Users
Desktop Tools & Connectors
Out-of-the-Box Development and User Interfaces C
FEDM – SDMX Dashboard
FAME Data Warehouse
Time Series Storage
Advanced Time Series Analytics
SDMX Data Model
MySQL Server
Metadata Management
Web Services
BI Web Reports
SQL Access
Data Loaders
Onsite Data Server
MarketMap Analytical Platform
FAME Data Loading Toolkit with SDMX Data Model
Optional Managed Data Services

3. FIS Integrated Statistical Data Production Framework
Implements 6 of the critical 8 processes identified in the General Statistical Business Process Model via combined software and services
Specify Needs
Internal Business Analysis
Design
SDMX Registry
Build
DSD Creation in Registry
Data Exchange (Hub) imports DSD into SQL within FEDM
Collect
Data imported FAME database
Automated Loads
Web input forms (Online & Downloadable)
SDMX Text document uploads
Map Excel and Relational tables
Ad-hoc Data Entry
Process
FEDM Validations
FAME Studio analysis tools (4GL)
Data Edit and Promotion
Analyse
Data browsing, Data Baskets, Reports and Graphing
Analytical Dashboards
Refresh pre-built Excel models and reports
Run Data Reports
Disseminate
Create PDF, PowerPoint, Word or Excel outputs
Export to SDMX, XML or CSV
Evaluate

4. Current & Financial Accounts
FIS ISDP Workflow
To showcase FIS Integrated Statistical Data Production and to highlight implementation of the Generic Statistical Business Process Model (GSBPM)
Design
SDMX DSD with metadata sub-modeling in the SDMX Registry
Build & Collect
Load, Browse, Validate, Promote & Revise Statistical Data in FEDM
Process
Unique analytical challenges solved by FIS ISDP
Seasonal Adjustments
Rebasing of Time- Series
Unique Validation Rules
Analyse
Forecasting of Time-Series
Analytic Data Cube Methods
Disseminate
Publishing and reporting statistical data
BI reporting tools within FAME Platform
Statistical forecast dissemination tools
BOP
Current & Financial Accounts
Current & Financial Accounts are in the BOP – so you can’t say you are looking at them separately

5. FAME has automatic frequency conversion built-in.
GSBPM Recommended Database Infrastructure SDMX driven metadata management in SQL with statistical data persistence in FAME ADBMS
B-Tree
Data
Statistical Data is stored in B-Tree vector format with attributes about statistical Data stored in headers
Data is stored in Discrete Objects rather than rows and columns. Objects can be combined, aggregated and disaggregated. Data can also be statistically modelled over time via FAME’s built in 4GL
FAME has automatic frequency conversion built-in.

6. Upload SDMX DSD
DESIGN & Build

7. Upload DSD via FEDM Data Exchange Production of object dimension names, codes and code lists to assist in collection, building and analyzation phases of statistical data production

8. SDMX Attributes to FAME Object Attributes
Classify and Code objects via SDMX Key Families

9. Database Infrastructure
Collect

10. MarketMap Analytic Data Loading & Collection
Multi-threaded metadata driven data loading toolkit with loaders to map content from a variety of sources
MADL
UPD File
Converter
Loader
Target Databases
Data Files
Metadata Generator
Profile
Match Metadata
UPD Metadata
Raw Metadata
Split Metadata
Logical Metadata
Metadata Files

11. Data Validations Applied
Process & Analyse

12. Process step with GSBPM
This step of the GSBPM is mainly to classify, review, validate, calculate weight and to finalise the data files.
FEDM can complete the GSBPM Process step in numerous ways
Data Browsing in Tree Format
Data Validation: Individual data validations or pre-set validation rules before uploading of data
Notifications when validation rule is not met – Triggers fail alert
Validation rules can be set as hard, soft or a custom validation equation
Golden copy of data can be created effortlessly with FEDM’s Data Promotion option
Screenshots removed as it will be demoed live

13. Graphs
Graphs can be viewed online in FEDM or downloaded into Excel or PDF format
Graphs can also be created or viewed by using metadata parameters

14. Online Web Reporting
Dissemination

15. Time Intelligent interactive Reporting
Design reports which has seamless access to data objects, formulas and functions.
Communicate date orientated parameters and custom inputs via interactive prompts
Export FEDM reports to PDF, Excel or CSV