1. “No Quantum, Little Solace” Big Data & Analytics In Government of Karnataka
Karnataka Resident Data Hub, CeG, Government of Karnataka

2. Our Vision
To create a “Single Source of Truth Platform” for all the departments and to Sanitize their databases by leveraging the uniqueness of AADHAAR. This is to ensure that eligible person gets his/her service through transparent, accountable and streamlined processes.
Karnataka Resident Data Hub,CeG,Government of Karnataka

3. Authentication & e-KYC
Services of KRDH
Services of KRDH
SEEDING
Cross reference
(Golden record)
Resident Portal
Authentication & e-KYC
eSign
(In Process)
Digital Locker
Change Data Control
(CDC)
KRDH through mobile
Direct Benefit Transfer
(DBT)
Karnataka Resident Data Hub,CeG,Government of Karnataka

4. Without KRDH Karnataka Resident Data Hub,CeG,Government of Karnataka
NAME :VINODA SATISH GANGAVATI
OCCUPATION : GROUP D GOVERNMENT OFFICER
BENEFITS IN THE NAME OF
ELEGIBILITY CRITERIA
FOOD AND CIVIL SUPPLIES
HEAD OF THE FAMILY :
SATISH GANGAVATI
SHREEDHAR
PRATIMADEVI
VINODA
NON GOVERNMENT OFFICIAL
HRMS
Smt . VINODA C M NO
PENSION (PHYSICALLY HANDICAPPED PENSION)
VINODA SATHISH GANAGAVATI
SHOULD BE POOR
BPL CARD
SATHISH GANGAVATHI
YES
NOT AN GOVERNEMNT EMPLOYEE
Smt. VINODA C M
NREGA ( JOB CARD )
ADDRESS PROOF(LOCALITY OF THAT GRAMA PANCHAYATH)
VOTER ID
VINOD
VERIFYING DEPT
NAME MATCH
RESULT
Smt . VINODA C M
GOT BPL CARD FOR FAMILY
VINODA
VINODA
SATHISH GANGAVATHI
VINODA SATHISH GANAGAVATI
GOT OAP FOR HIMSELF
Smt . VINODA C M
VINODA
Smt . VINODA C M
GOT JOB CARD FOR HIMSELF
VINOD
Karnataka Resident Data Hub,CeG,Government of Karnataka

5. With KRDH Karnataka Resident Data Hub,CeG,Government of Karnataka
NAME :VINODA SATISH GANGAVATI
OCCUPATION : GROUP D GOVERNMENT OFFICER
With KRDH
BENEFITS IN THE NAME OF
ELEGIBILITY CRITERIA
VERIFYING DEPT
NAME MATCH
RESULT
FOOD AND CIVIL SUPPLIES
HEAD OF THE FAMILY :
SATISH GANGAVATI
SHREEDHAR
PRATIMADEVI
VINODA
NON GOVERNMENT OFFICIAL
HRMS
Smt . VINODA C M
YES
PENSION (PHYSICALLY HANDICAPPED PENSION)
VINODA SATHISH GANAGAVATI
SHOULD BE POOR
NO DATA FOUND
NOT AN GOVERNEMNT EMPLOYEE
Smt. VINODA C M NO
NREGA ( JOB CARD )
ADDRESS PROOF(LOCALITY OF THAT GRAMA PANCHAYATH)
VOTER ID
VINOD
BPL CARDS CANCELLED
PHP CANCELLED
JOB CARD CANCELLED
Karnataka Resident Data Hub,CeG,Government of Karnataka

6. Cross Reference/ Golden Record
Karnataka Resident Data Hub, CeG, Government of Karnataka

7. KRDH Roadmap 1 2 3 4 7 5 6 10 11 12 8 9 MILESTONES….
VERSION 2
Department:8
Data count:
207125 2 3 4
KUA/KSA
PVC card
printing 7
VERSION 1
Department:13
Data count:
VERSION 3
Department:12
Data count:
74487
AUA/ASA
Department:1 5
VERSION 4
Department:12
Data count:
12.21 crores 6
ELEGIBILTY ANALYITCS 10 11 12
Dec 2012
July 2013
14 Dec 2014
17 Dec 2014
Mar 2015
Sep 2015
Nov 2015
Feb 2016
June 2016
June 2016
Dec 2016
2017
Seeding
through mGov 8
eSIGN 9
DIGILOCKER
CDC
DBT
2017v
Karnataka Resident Data Hub,CeG,Government of Karnataka

8. Desired outcomes through Analytics
Intra Departmental Analytics
Duplicates/Multiples in schemes within department
Duplicates/Multiples in terms of location
Age analysis
Gender analysis
Migration analysis
Ghost entries
Inter Departmental Analytics
Eligibility criteria analysis
Karnataka Resident Data Hub, CeG, Government of Karnataka

9. KRDH – Data Processed of beneficiary departments
Category
FCS
NREGA
DSSP
Minority
BCWD-Scholarship
Education department
Number of Beneficiary
127909
In KRDH
(12.06%)
(39.7%)
(26.61%)
59464 (46.49%)
(16.23%)
66825 (0.67%)
Error in Data
(34.32%)
(43.21%)
52363(43.30%)
23223 (39.05%)
(61.12%)
35274 (52.79%)
Mapped
(65.68%)
(56.79%)
(57.09%)
36162 (60.81%)
(38.88%)
31551 (47.21)
Auto cleansed
(36.29%)
(55.15%)
(35.44%)
(47.37%)
87563 (59.74%)
16850 (53.41%)
Rejected
(2.62%)
(5.46%)
7675 (1.11%)
43 (0.12%)
20 (0.01%)
93 (0.29%)
To be Cleansed
(61.09%)
(39.39%)
(63.45%)
18988 (52.51%)
58980 (40.24%)
14608 (46.3%)
Duplicate
(2.47%)
184 (0.01%)
(2.15%)
384 (1.06%)
0 (0%)
590 (1.87%)
Triplicate
8042 (0.19%)
0 (0%)
520 (0.08%)
7 (0.02%)
Multiple
2629 (0.06%)
30307 (4.39%)
0( 0%)
212 (0.67%)
Karnataka Resident Data Hub,CeG,Government of Karnataka

10. KRDH – Data Processed of Eligible departments
Category
Election Commission
HRMS
BCWD (Survey)
Number of Beneficiary
560000
In KRDH
(50.22%)
60184 (10.75%)
(48.93%)
Error in Data
(45.81%)
16764 (27.85%)
(44.69%)
Mapped
(54.19%)
43420 (72.15%)
(55.31%)
Auto cleansed
(23.56%)
16365 (37.69%)
(29.02%)
Rejected
(16.64%)
18 (0.04%)
(30.5%)
To be Cleansed
(59.80%)
27037 (62.27%)
(40.49%)
Duplicate
(69.09%)
268 (1.82%)
(9.94%)
Triplicate
(4.53%)
0 (0%)
(0.14%)
Multiple
(9.45%)
261 (1.77%)
(4.71%)
Karnataka Resident Data Hub,CeG,Government of Karnataka

11. Intra Department ineligibilities
Category
DSSP
(690312)
FCS
( )
NREGA
( )
Minority
(36162)
BCWD (Scholarship)
(146563)
Multiple Schemes
9169 -
8272
Multiple Locations 11
1007
184 35
Age Analysis
<14
757
31865 12 26
14-17
819
18-30
11494
31-40
40070
330
323
41-59
61243
102
233
60-80
63487 9 33
81-100
2490
13525 1 2
>100 29
295 3
Gender Analysis ( DSSP - DWP & Maitri) M
2259 F T 15
Migration Analysis
2060
7964
949
Note: The above figures are indicative. The analysis is performed on the data set provided to KRDH by the department . The actual figures may vary.

12. Inter Department ineligibilities
Departments
FCS
NREGA
DSSP
Minority
HRMS
BCWD(Scholarship)
HRMS ( Employees and Dependents)
527
598
128 39 - 65
* Labour Department
(Entrepreneur availing benefits)
205 96 22 6 1
Note: The above figures are indicative. The analysis is performed on the data set provided to KRDH by the department . The actual figures may vary.
* - Department is yet to onboard KRDH. However, department has shared data with KRDH

13. Group A employee having BPL Ration Card
HRMS - Group A
FCS - BPL
Karnataka Resident Data Hub, CeG, Government of Karnataka

14. Group C employee Availing AAY
HRMS –Group C
FCS- AAY
Karnataka Resident Data Hub, CeG, Government of Karnataka

15. Group A employee possessing NREGA Job Card
HRMS –Group A
NREGA
Karnataka Resident Data Hub, CeG, Government of Karnataka

16. Group D employee Availing Pension
HRMS –Group D
DSSP - PHP
Karnataka Resident Data Hub, CeG, Government of Karnataka

17. Group C employee Availing Post Metric Scholarship
HRMS –Group C
Minority - Post Metric
Karnataka Resident Data Hub, CeG, Government of Karnataka

18. Group B employee Having Ration Card & Job Card
FCS- Ration Card
NREGA-Job card
HRMS-Group B
Karnataka Resident Data Hub, CeG, Government of Karnataka

19. Old Age Pension < 10 yrs
Can Old Age Pension be availed by 3 year old kid ???
Karnataka Resident Data Hub, CeG, Government of Karnataka

20. Widow Pension for Male
Despite registered as male in department database, he is availing widow pension
The beneficiary is registered as female in department database however in AADHAAR the gender is identified as Male
Karnataka Resident Data Hub, CeG, Government of Karnataka

21. Gender mismatch in AADHAAR and Dept database.
MAITRI taken by male
Gender mismatch in AADHAAR and Dept database.
Karnataka Resident Data Hub, CeG, Government of Karnataka

22. MANASWINI for Male
The beneficiary is registered as Male in department database and still avails MANASWINI scheme pension
Karnataka Resident Data Hub, CeG, Government of Karnataka

23. Job card availed by <10yrs
Is a kid < 10 years of age entitled for a Job Card ???
Karnataka Resident Data Hub, CeG, Government of Karnataka

24. Widow Pension + Physically Handicapped Pension + Manaswini
DSSP- MANASWINI
DSSP- WP
DSSP- PHP
Karnataka Resident Data Hub, CeG, Government of Karnataka

25. Pension availed at two locations
Availing benefit in Navalagund
Availing benefit in Ramdurg
Karnataka Resident Data Hub, CeG, Government of Karnataka

26. FCS : Availing benefits at Multiple locations
Availing Benefit in Kunigal
Availing Benefit in Channapatna
Karnataka Resident Data Hub, CeG, Government of Karnataka

27. Minority Welfare : Merit cum Means Scholarship Availed by 43 Years
Karnataka Resident Data Hub, CeG, Government of Karnataka

28. Minority Welfare : Post Metric Scholarship Availed by < 10 Years
Karnataka Resident Data Hub, CeG, Government of Karnataka

29. Minority Welfare : Post Metric Scholarship Availed for over 60 Years
Karnataka Resident Data Hub, CeG, Government of Karnataka

30. Minority Welfare: Availing Benefits in multiple locations
Karnataka Resident Data Hub, CeG, Government of Karnataka

31. NREGA: Availing Benefits in multiple locations
Karnataka Resident Data Hub, CeG, Government of Karnataka

32. FCS - APL: Availing Benefits from DSSP
Karnataka Resident Data Hub, CeG, Government of Karnataka

33. Questions and Discussion
Thank You
Karnataka Resident Data Hub, CeG, Government of Karnataka