“No Quantum, Little Solace” Big Data & Analytics In Government of Karnataka Karnataka Resident...
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1
“No Quantum, Little Solace”Big Data & Analytics
In Government of Karnataka
Karnataka Resident Data Hub, CeG, 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.
Services of KRDH
Karnataka Resident Data Hub,CeG,Government of Karnataka
3
Services of KRDH
SEEDING
Cross reference(Golden record)
Resident Portal
Authentication & e-KYC
eSign
(In Process)
Digital Locker (In Process)
Change Data Control
(CDC)
(In Process)
KRDH through mobile
(In Process)
Direct Benefit Transfer
(DBT) (In Process)
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
VINODA
PRATIMADEVI
SHREEDHAR
SATHISH GANGAVATHI
YES
NOT AN GOVERNEMNT EMPLOYEE
HRMS
Smt. VINODA C MNO
NREGA ( JOB CARD ) VINODA
NON GOVERNMENT OFFICIAL
HRMS
Smt. VINODA C MNO
ADDRESS PROOF(LOCALITY OF THAT
GRAMA PANCHAYATH)
VOTER ID
VINODYES
VINODA
Smt . VINODA C M
VINODA
VINOD
VINODA SATHISH GANAGAVATI
VINODA
Smt . VINODA C M
SATHISH GANGAVATHI
Smt . VINODA C M
GOT BPL CARD FOR
FAMILY
GOT OAP FOR
HIMSELF
GOT JOB CARD FOR
HIMSELF
BENEFITS IN THE NAME OF VERIFYING DEPT NAME MATCH RESULT
NAME :VINODA SATISH GANGAVATIOCCUPATION : GROUP D GOVERNMENT OFFICER
Without KRDH
Karnataka Resident Data Hub,CeG,Government of Karnataka
4ELEGIBILITY CRITERIA
FOOD AND CIVIL SUPPLIES
HEAD OF THE FAMILY :
SATISH GANGAVATI
231745072202
SHREEDHAR
PRATIMADEVI
VINODA
NON GOVERNMENT OFFICIAL
HRMS
Smt . VINODA C M
745072202
YES
PENSION (PHYSICALLY HANDICAPPED
PENSION)
VINODA SATHISH GANAGAVATI
231745072202
SHOULD BE POOR NO DATA FOUND
NOT AN GOVERNEMNT EMPLOYEE
HRMS
Smt. VINODA C M
231745072202NO
NREGA ( JOB CARD )VINODA
231746072202
NON GOVERNMENT OFFICIAL
HRMS
Smt. VINODA C M
231745072202
NO
ADDRESS PROOF(LOCALITY OF
THAT GRAMA PANCHAYATH)
VOTER ID
VINOD
231746072202
YES
BPL CARDS CANCELLED
PHP CANCELLED
JOB CARD CANCELLED
23174507220231745072202
231745072202
231745072202
231745072202231745072202
BENEFITS IN THE NAME OF
ELEGIBILITY CRITERIA
VERIFYING DEPT NAME MATCH RESULT
NAME :VINODA SATISH GANGAVATIOCCUPATION : GROUP D GOVERNMENT OFFICERWith KRDH
Karnataka Resident Data Hub,CeG,Government of Karnataka
6
Cross Reference/ Golden Record
Karnataka Resident Data Hub, CeG, Government of Karnataka
KRDH Roadmap
Karnataka Resident Data Hub,CeG,Government of Karnataka
7
MILESTONES….
VERSION 1Department:13Data count:
VERSION 2Department:8Data count:207125
VERSION 3Department:12Data count: 74487
AUA/ASA
Department:1
KUA/KSA
PVC cardprinting
14 Dec 2014 Mar 2015
1 2 3 4 7
Dec 2012 July 2013
6ELEGIBILTY ANALYITCS
5VERSION 4Department:12Data count:12.21 crores
eSIGN DIGILOCKER CDC DBT
9 10
11
12
Sep 2015 Nov 2015
Seeding through mGov
817 Dec 2014
2017v
Feb 2016 June 2016June 2016 Dec 2016 2017
8
Desired outcomes through Analytics
Karnataka Resident Data Hub, CeG, Government of Karnataka
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
KRDH – Data Processed of beneficiary departments
Category FCS NREGA DSSP Minority BCWD-Scholarship
Education department
Number of Beneficiary
52740802 14272000 4543591 127909 2323000 10000000
In KRDH 6361355 (12.06%)
5666203 (39.7%)
1209209 (26.61%)
59464 (46.49%)
376927 (16.23%) 66825 (0.67%)
Error in Data
2183177 (34.32%)
2448411 (43.21%)
52363(43.30%) 23223 (39.05%)
230364 (61.12%) 35274 (52.79%)
Mapped 4178178 (65.68%)
3217792 (56.79%)
690312 (57.09%)
36162 (60.81%)
146563 (38.88%) 31551 (47.21)
Auto cleansed
1516126 (36.29%)
1774564 (55.15%)
244623 (35.44%)
17131 (47.37%)
87563 (59.74%) 16850 (53.41%)
Rejected 109565 (2.62%)
175630 (5.46%)
7675 (1.11%) 43 (0.12%) 20 (0.01%) 93 (0.29%)
To be Cleansed
2552487 (61.09%)
1267598 (39.39%)
438014 (63.45%)
18988 (52.51%)
58980 (40.24%) 14608 (46.3%)
Duplicate 103136 (2.47%)
184 (0.01%) 14839 (2.15%) 384 (1.06%) 0 (0%) 590 (1.87%)
Triplicate 8042 (0.19%) 0 (0%) 520 (0.08%) 7 (0.02%) 0 (0%) 0 (0%)
Multiple 2629 (0.06%) 0 (0%) 30307 (4.39%) 0( 0%) 0 (0%) 212 (0.67%)Karnataka Resident Data Hub,CeG,Government of Karnataka
9
Karnataka Resident Data Hub,CeG,Government of Karnataka
10
Category Election Commission
HRMS BCWD (Survey)
Number of Beneficiary
47000000560000 61100000
In KRDH23604762 (50.22%)
60184 (10.75%)
29897094 (48.93%)
Error in Data 10813297 (45.81%) 16764 (27.85%)
13359586 (44.69%)
Mapped12791465 (54.19%)
43420 (72.15%)
16537508 (55.31%)
Auto cleansed 3014030 (23.56%) 16365 (37.69%)
4798916 (29.02%)
Rejected 2127895 (16.64%) 18 (0.04%) 5043271 (30.5%)
To be Cleansed 7649540 (59.80%) 27037 (62.27%)
6695321 (40.49%)
Duplicate 8838205 (69.09%) 268 (1.82%) 1643927 (9.94%)
Triplicate 578874 (4.53%) 0 (0%) 22973 (0.14%)
Multiple 1208224 (9.45%) 261 (1.77%) 778373 (4.71%)
KRDH – Data Processed of Eligible departments
Intra Department ineligibilities
Category DSSP(690312)
FCS(4178178)
NREGA(3217792)
Minority(36162)
BCWD (Scholarship)(146563)
Multiple Schemes DSSP 9169 - - - -
FCS - 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 0 3
Gender Analysis ( DSSP - DWP & Maitri)
M 2259 - - - -
F 12 - - - -
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.
Inter Department ineligibilities
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
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 -
13
Group A employee having BPL Ration Card
Karnataka Resident Data Hub, CeG, Government of Karnataka
HRMS - Group A FCS - BPL
14
Group C employee Availing AAY
Karnataka Resident Data Hub, CeG, Government of Karnataka
HRMS –Group C FCS- AAY
15
Group A employee possessing NREGA Job Card
Karnataka Resident Data Hub, CeG, Government of Karnataka
HRMS –Group A NREGA
16
Group D employee Availing Pension
Karnataka Resident Data Hub, CeG, Government of Karnataka
HRMS –Group D DSSP - PHP
17
Group C employee Availing Post Metric Scholarship
Karnataka Resident Data Hub, CeG, Government of Karnataka
HRMS –Group C Minority - Post Metric
18
Group B employee Having Ration Card & Job Card
Karnataka Resident Data Hub, CeG, Government of Karnataka
HRMS-Group B
FCS- Ration Card
NREGA-Job card
19
Old Age Pension < 10 yrs
Karnataka Resident Data Hub, CeG, Government of Karnataka
Can Old Age Pension be availed by 3 year old kid ???
20
Widow Pension for Male
Karnataka Resident Data Hub, CeG, Government of Karnataka
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
21
MAITRI taken by male
Karnataka Resident Data Hub, CeG, Government of Karnataka
Gender mismatch in AADHAAR and Dept
database.
22
MANASWINI for Male
Karnataka Resident Data Hub, CeG, Government of Karnataka
The beneficiary is registered as Male in department database and still avails MANASWINI scheme pension
23
Job card availed by <10yrs
Karnataka Resident Data Hub, CeG, Government of Karnataka
Is a kid < 10 years of age entitled for a Job Card ???
24
Widow Pension + Physically Handicapped Pension + Manaswini
Karnataka Resident Data Hub, CeG, Government of Karnataka
DSSP- WP DSSP- PHP DSSP- MANASWINI
25
Pension availed at two locations
Karnataka Resident Data Hub, CeG, Government of Karnataka
Availing benefit in Navalagund Availing benefit in Ramdurg
26
FCS : Availing benefits at Multiple locations
Karnataka Resident Data Hub, CeG, Government of Karnataka
Availing Benefit in Kunigal
Availing Benefit in Channapatna
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
Thank You
Karnataka Resident Data Hub, CeG, Government of Karnataka
Questions and Discussion