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“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

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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

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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

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Cross Reference/ Golden Record

Karnataka Resident Data Hub, CeG, Government of Karnataka

KRDH Roadmap

Karnataka Resident Data Hub,CeG,Government of Karnataka

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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

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Sep 2015 Nov 2015

Seeding through mGov

817 Dec 2014

2017v

Feb 2016 June 2016June 2016 Dec 2016 2017

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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

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Karnataka Resident Data Hub,CeG,Government of Karnataka

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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 -

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Group A employee having BPL Ration Card

Karnataka Resident Data Hub, CeG, Government of Karnataka

HRMS - Group A FCS - BPL

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Group C employee Availing AAY

Karnataka Resident Data Hub, CeG, Government of Karnataka

HRMS –Group C FCS- AAY

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Group A employee possessing NREGA Job Card

Karnataka Resident Data Hub, CeG, Government of Karnataka

HRMS –Group A NREGA

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Group D employee Availing Pension

Karnataka Resident Data Hub, CeG, Government of Karnataka

HRMS –Group D DSSP - PHP

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Group C employee Availing Post Metric Scholarship

Karnataka Resident Data Hub, CeG, Government of Karnataka

HRMS –Group C Minority - Post Metric

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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

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Old Age Pension < 10 yrs

Karnataka Resident Data Hub, CeG, Government of Karnataka

Can Old Age Pension be availed by 3 year old kid ???

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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

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MAITRI taken by male

Karnataka Resident Data Hub, CeG, Government of Karnataka

Gender mismatch in AADHAAR and Dept

database.

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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

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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 ???

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Widow Pension + Physically Handicapped Pension + Manaswini

Karnataka Resident Data Hub, CeG, Government of Karnataka

DSSP- WP DSSP- PHP DSSP- MANASWINI

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Pension availed at two locations

Karnataka Resident Data Hub, CeG, Government of Karnataka

Availing benefit in Navalagund Availing benefit in Ramdurg

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FCS : Availing benefits at Multiple locations

Karnataka Resident Data Hub, CeG, Government of Karnataka

Availing Benefit in Kunigal

Availing Benefit in Channapatna

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Minority Welfare : Merit cum Means Scholarship Availed by 43 Years

Karnataka Resident Data Hub, CeG, Government of Karnataka

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Minority Welfare : Post Metric Scholarship Availed by < 10 Years

Karnataka Resident Data Hub, CeG, Government of Karnataka

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Minority Welfare : Post Metric Scholarship Availed for over 60 Years

Karnataka Resident Data Hub, CeG, Government of Karnataka

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Minority Welfare: Availing Benefits in multiple locations

Karnataka Resident Data Hub, CeG, Government of Karnataka

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NREGA: Availing Benefits in multiple locations

Karnataka Resident Data Hub, CeG, Government of Karnataka

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FCS - APL: Availing Benefits from DSSP

Karnataka Resident Data Hub, CeG, Government of Karnataka

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Thank You

Karnataka Resident Data Hub, CeG, Government of Karnataka

Questions and Discussion