turkish statistical institute information technologies department 1 harzemli, the ddi based...
TRANSCRIPT
![Page 1: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/1.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 1
HARZEMLI, The DDI Based Statistical Production Platform
İlker GÜVEN
Head of Data Management Group
![Page 2: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/2.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 2
The QUESTION Is there a way to generate a standardized approach to
statistics production with an increased level of quality and decreased workload?
Why this QUESTION should be handled?
The role of Statistical Institutes includes making surveys and
disseminating data for statistical subjects.
Statistical Institutes need to integrate the data of different subject-
matter units with each other.
Usage of common/standardized classification brings benefits for
implementing GSBPM & GSIM.
![Page 3: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/3.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 3
Standardized data entry screens and standardized data send/receive
methods in data collection.
Standardized data model for dissemination.
Why this QUESTION should be handled? (cont’d…)
![Page 4: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/4.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 4
DDI + Rule Files + Classification Server => for survey part
Uniform data model + Classification Server => for dissemination part
The SOLUTION
![Page 5: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/5.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 5
HARZEMLI, The DDI-based statistical production platform
Metadata-driven, dynamically created web-based surveys that have similar look-and-feels
Shortened and standardized IT processes with respect to metadata
Metadata is actively used in phases of GSBPM
Standard names of all the variables in terms of data integrity
Shortened duration for data collection, more time to analyze
Easy integration for compilation of private sector data in related surveys
Similar database tables whose structures are generated automatically
The RESULT
![Page 6: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/6.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 6
MEDAS (Central Dissemination System – A subsystem of Harzemli Platform)
Reduced reporting and interface burden in dissemination
Much easier comparability of data
Correlation detection between any subjects for any end user
The RESULT (cont’d…)
![Page 7: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/7.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 7
HARZEMLI (al-Khwarizmi)
( c. 780 – c. 850), formerly Latinized as Algoritmi or Algaurizin, was a Persian[1][5] mathematician, astronomer and geographer
"Algebra" is derived from al-jabr, one of the two operations he used to solve quadratic equations.
Algorism and algorithm stem from Algoritmi, the Latin form of his name.[7] His name is also the origin of (Spanish) guarismo[8] and of (Portuguese) algarismo, both meaning digit.
![Page 8: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/8.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 8
BEFORE HARZEMLI
![Page 9: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/9.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 9
BEFORE HARZEMLI
• Developer 1 + Subject matter unit 1 staff
• Developer 2 + Subject matter unit 2 staff
• Developer 3 + Subject matter unit 3 staff
• Developer n + Subject matter unit n staff
![Page 10: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/10.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 10
BEFORE HARZEMLI
Different Java applications for each survey
Different data designs for each survey
No convention in metadata between subjects => lack of data integrity
Long period of time for the completion of survey due to papers
![Page 11: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/11.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 11
WITH HARZEMLI
No need to write new Java codes
Similar data design for each subject
Totally metadata-driven, automatically generated web applications
Shorter period of time for the completion of survey, since there is no paper
![Page 12: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/12.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 12
HARZEMLI
Consists of:
Metadata Editor (Nesstar, now developing our own editor)
Rule Editor (generates Rule XML files)
Desktop, Mobile, and Web editions
Management Console with modules (Analysis,Visualization, etc. )
MEDAS
![Page 13: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/13.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 13
HARZEMLI (SURVEY PART)
MetadataEditorClassification
ServerRule Editor
DDI Document Rule XML File
Harzemli Application
Code ListsVariables
Web based survey interface
![Page 14: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/14.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 14
HARZEMLI MILESTONES
Milestones of the project Development dates
1 Harzemli Desktop 2012
2 Harzemli Rule Editor 2012
3 Harzemli Management Console 2012
4 IDM 2013
5 Harzemli Web 2013
6 MEDAS 2014
7 Harzemli Mobile 2014
8 Harzemli Analysis 2014
![Page 15: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/15.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 15
Survey Migration to HARZEMLI
Harzemli
Desktop
Harzemli
Web
Harzemli
MobileTOTAL
2013 6 26 * 32
2014 4 46 * 50
2015 2 13 7 22
TOTAL 12 85 7 104
![Page 16: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/16.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 16
PRODUCTIVITY GAINS (Time)
Decreased time for software engineers to develop data entry applications
4 WEEKS 1 WEEK
Decreased time for data collection
8% decrease in data collection time
50% increase in time available for regional offices to analyze their data, thanks to instant access to data
12% decrease in the analysis time that is necessary for the staff of central office.
Time period necessary to prepare the press releases has been shortened. For example, the time period that is necessary for the preparation of the monthly Labor Statistics press releases has been shortened by 4 days.
![Page 17: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/17.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 17
PRODUCTIVITY GAINS (Quality)
Software Process Standardization
Data Integrity
Common code development
Common Components Available
![Page 18: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/18.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 18
PRODUCTIVITY GAINS (Costs)
870 trees would be cut to produce 10 Million A4 papers only in 2015 if the paper editions of surveys had continued.
58% reduction in the cost of pollsters’ travelling expenses
![Page 19: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/19.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 19
Dissemination System of Harzemli Platform
(Just like the survey part) Before MEDAS, dissemination databases:
Different database designs
Different applications for each statistical subject
Lack of standard codes
No data integrity, hard to detect correlations
MEDAS (Central Dissemination Project)
![Page 20: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/20.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 20
BEFORE MEDAS
• Database specialist 1 + Subject matter unit 1 staff
• Database Specialist 2 + Subject matter unit 2 staff
• Database Specialist 3 + Subject matter unit 3 staff
• Database Specialist n + Subject matter unit n staff
![Page 21: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/21.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 21
Before MEDAS: IT involved too much in data dissemination because of
manual processes
Our old dissemination technology brings security threats
MEDAS
![Page 22: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/22.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 22
MEDAS
Dissemination of different statistical subjects through generic data model - single data source and single application
enables to compare any number of subjects in the same report => usage of classification server has a major role
Reduced reporting burden thanks to single application
Modern pivot tablesCentral Dissemination DatabaseComparability
![Page 23: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/23.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 23
IT just builds the pipeline and the data is filled with the related units
Reduction in person-dependency => good for managers Easy to develop web services thanks to generic data
model Easier database administration since the number of
schemas(workspaces) reduces dramatically
MEDAS
![Page 24: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/24.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 24
MEDAS MEDAS Report Screen – See the results for different subjects on
the same report
![Page 25: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/25.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 25
MEDAS
MEDAS Report Screen – See the results for different subjects on the same report
![Page 26: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/26.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 26
In use since April 2014 26 / 62 statistical subjects have been migrated to
MEDAS 46 at the end of 2015 & 62 at the end of 2016
MEDAS
![Page 27: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/27.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 27
So far, Harzemli Platform has had great success and has seen great support by both the presidency and staff from the units.
Harzemli Platform is going to enlarge by the new modules that are currently being developed to be added in the near future.
FINAL WORDS
![Page 28: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/28.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 28
Thank you
![Page 29: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/29.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 29
APPENDIX
![Page 30: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/30.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 30
HARZEMLI WEB
Mainly used for;
Business surveys
Surveys applied to public bodies and universities
No paper-based businesses survey since 2014
![Page 31: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/31.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 31
Applying survey (e.g, household surveys) without an internet connection
Designed for netbooks / mini laptops
Extra control mechanisms for data integrity (we call them edit codes)
Sending / receiving data to central databases via web services when connected to Internet
HARZEMLI DESKTOP
![Page 32: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/32.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 32
Android application designed for tablets
Similar mechanisms with Harzemli Desktop
Take advantage of mobile operating systems and leightweight devices on the field
HARZEMLI MOBILE
![Page 33: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/33.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 33
Harzemli sistemine yeni bir çalışma eklemeye yarayan menü
Harzemlide yapılan bütün çalışmaların mevcut durum ve analiz raporlarının oluşturulduğu, eklendiği ve gösterildiği menü
Bölge müdürlükleri tarafından yürütülen araştırmaların alan ve masabaşı iş yükünün raporlandığı ekran
Sms modülü hanelerin ve firmaların araştırmalar konusunda bilgilendirildiği menü
Harzemli masaüstü ve mobilde yapılan çalışmalar için kimlik doğrulama işleminin gerçekleştirildiği menü
Harzemli sistemindeki çalışmaların bilgi işlem tarafından yönetimini sağlar(veritabanı tablolarının oluşturulması gibi)
Harzemli masaüstü ve mobilde gerçekleştirilen çalışmaların kullanıcı ve form yetkilendirilmesinin yapıldığı menü
HARZEMLI MANAGEMENT CONSOLE
![Page 34: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/34.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 34
HARZEMLI ANALYSIS
Users create and run their own error-finder rules, run special rules, or trigger and run analyses on streams/files from other statistical systems ( SPSS, SAS, R)
Backstage data mining techniques => Suspicious records database
Smart reports provide the users(subject matter unit staff) with the reasons
Subject matter unit staff approves if the reason is satisfactory
![Page 35: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/35.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 35
HARZEMLI ANALYSIS
![Page 36: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/36.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 36
HARZEMLI ANALYSIS – Data VisualizationVisual Analysis module prepared with R software contributes to more effective analysis. SQL sentence generated according to thetable selected by the user and column values of this table are sent to R server.
![Page 37: TURKISH STATISTICAL INSTITUTE INFORMATION TECHNOLOGIES DEPARTMENT 1 HARZEMLI, The DDI Based Statistical Production Platform İlker GÜVEN Head of Data Management](https://reader036.vdocuments.net/reader036/viewer/2022062407/56649d355503460f94a0bb8b/html5/thumbnails/37.jpg)
TURKISH STATISTICAL INSTITUTE
INFORMATION TECHNOLOGIES DEPARTMENT 37
Data Process of MEDAS