1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic...

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1 Quality Assessment in grid statistics Data quality and coverage course on Geographic Information Systems (GIS): of GIS for making statistics in a production environment istics Norway, Oslo, 26th to 30th of March 2012 Attribution (by) Licensees may copy, distribute, display and perform the work and make derivative works based on it only if they give the author or licensor the credits in the manner specified by these. http://creativecommons.org/licenses/by/3.0/ Mr Vilni Verner Holst Bloch MSc Resourcs Geography and Landscape Ecology Statistics Norway 460 Construction and service statistics Oterveien 23 N-2225 Kongsvinger NORWAY [email protected] Tel: +47 6288 5097 Mob. +47 9482 2532

Transcript of 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic...

Page 1: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Quality Assessment in grid statistics

Data quality and coverage

ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics in a production environmentStatistics Norway, Oslo, 26th to 30th of March 2012

Attribution (by) Licensees may copy, distribute, display and perform the work and make derivative works based on it only if they give the author or licensor the credits in the manner specified by these. http://creativecommons.org/licenses/by/3.0/

Mr Vilni Verner Holst BlochMSc Resourcs Geography and Landscape EcologyStatistics Norway460 Construction and service statisticsOterveien 23 N-2225 Kongsvinger [email protected]: +47 6288 5097Mob. +47 9482 2532

Page 2: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Standard for Quality Reports

• To be interpreted into GIS terms- geographical accuracy- geographical coverage- georeferencing methods…

Page 3: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Population and Housholds

unit

IT Archive unit

Housing andBuildings

unit

Population and housing example

Page 4: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Statistics

• Dwelling statistics

• Housing census

• Constructions

• Builfing stock

• Levekårundersøkelser

Sources

• Properties register

• Population register

• Dwelling surveys

• Dwelling sales ingormation

• Ownership register

• Census 2001

• Actual addresses

• Elevator register

• Tax information

• Water supply maps

• Sewage maps

• …

Lot’s of variables, sources and statistics attached to dwellings

Page 5: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Principles

• Use best sources :- use authorative sources first(e.g. …)

- use newest information(e.g. new dwelling sales before old…)

- imputation if enhancing statistics(coverage, detail level, bias etc…)

Page 6: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Persons ”without dwelling

Inhabited dwellings

”vacant” dwellings

”new” dwellings

Micro file

ID

ID

N - 1 (often N – N, sometimes 1 - 0)

Published variables New variables

A B

C

persons

dwellings

Page 7: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Percentage unknown

2006 2007 2008 2009 2010 2011

Urban/rural 1,06 0,13 0,08 0,04 0,05 0,11

Building year   9,12 9,46 9,21 9,02 8,42

Number of rooms   11,49 11,26 11,67 11,66 11,54

Utility floor space   7,67 7,10 6,59 5,84 5,33

Number of baths   11,06 10,85 11,19 11,05 10,88

Number of WC   10,98 10,78 11,12 10,95 10,79

Number of floors in building   0,50 0,08

Kitchen   0,88 0,93

Floor entrance   0,14 0,16

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08455: Dwellings, by number of floors in the building (M)

municipality   unknown ↓

Kristiansand 4757

Oslo 656

Surnadal 446

Steinkjer 348

Drammen 193

Bardu 128

Tønsberg 124

Sandefjord 120

Sandnes 109

Halden 104

municipality Unknown ↓

Oslo 336

Åsnes 105

Volda 100

Grue 89

Flora 88

Frøya 69

Gaular 67

Øystre Slidre 56

Fauske 55

Hitra 53

08457: Dwellings, by position (floor) in the building (M)

Quality in dwelling statistics (municipalities)

Page 9: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Water supply points from digital maps

Example water supply

Dwellings and distance to water supply

Page 10: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Dwellings on gridsDwellings per 5x5 km grid cell

http://www.ssb.no/emner/01/01/20/tettstedkart/main.html

Oslofjord area Southern Norway mountains

Page 11: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Dwellings on grids

http://www.ssb.no/emner/01/01/20/tettstedkart/main.html

Region Oslo Region Kongsvinger

Dwellings per 5x5 km grid cell

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Dwellings on gridsDwellings per 250x250m

http://www.ssb.no/emner/01/01/20/tettstedkart/main.html

Page 13: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Quality in dwelling statistics on grid

2010

Missing On grid Statistics Difference %

Var Title (EN) 2010 2010 2010 2010

dwe_todw Dwellings in all 23 923 2 300 002 2 323 925 1,03

dwe_det Dwellings in detached houses 12 183 1 207 720 1 219 903 1,00

dwe_2dw Dwellings in tomannsboliger 2 911 208 685 211 596 1,38

dwe_row Dwellings in rekkehus, kjedehus og andre småhus 2 944 264 877 267 821 1,10

dwe_mult Dwellings in boligblokk 4 282 518 710 522 992 0,82

dwe_com Dwellings in bofellesskap 471 40 724 41 195 1,14

dwe_oth Dwellings in andre bygningstyper 1 132 59 286 60 418 1,87

dwe_avea Average utility floor space 109 123    

Missing or incorrect coordinates. Norway.

Page 14: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

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Dwellings with no information on utility floor space

Dwellings in all

Quality in dwelling statistics on gridCoverage for utility floor space. Whole country: 92,9 %

1x1 km grid cells in Trondheim area

60%

85%

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2008 - 2012      

Change (N buildings) N (5x5 km)    

+ 1 - 9 4 279 34,3

+ 10 - 99 2 496 20,0

+ 100 og mer 363 2,9

No change 3 638 29,1

Decrease 1 707 12 483 13,7

No buildings 8 264    

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Buildings. Shares per 5x5 km2 and year. 2007-2012.

Inspection of changes. Changes in coordinates due to ”wash” of registers or real changes?

Page 17: 1 Quality Assessment in grid statistics Data quality and coverage ESTP course on Geographic Information Systems (GIS): Use of GIS for making statistics.

17Buildings. Change 2007 – 2012. 5x5 km2

Net more buildings

Net fewer buildings

Net more (red) and fewer (blue) buildings

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Buildings. Change 2007 – 2012. 5x5 km2

Real changes or due to different administrative routines?