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  <docDscr>
    <citation>
      <titlStmt>
        <titl>
          National Industrial Census 2003
        </titl>
      </titlStmt>
      <prodStmt>
        <producer abbr="GSS" role="Lead documetning institution">
          Ghana Statiscal Service
        </producer>
        <prodDate date="2012-07-31">
          2012-07-31
        </prodDate>
        <software version="1.2" date="2011-01-07">
          Metadata Editor
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    </citation>
  </docDscr>
  <stdyDscr>
    <citation>
      <titlStmt>
        <titl>
          National Industrial Census 2003
        </titl>
        <altTitl>
          NIC 2003
        </altTitl>
        <IDNo>
          GHA-GSS-NIC-2003-v1.0
        </IDNo>
      </titlStmt>
      <rspStmt>
        <AuthEnty affiliation="Autonomous">
          Ghana Statistical Service
        </AuthEnty>
        <othId role="Technical Assistance" affiliation="UNIDO">
          <p>
            United Nations Industrial Development Organisation
          </p>
        </othId>
      </rspStmt>
      <prodStmt>
        <producer abbr="MOTI/PSI" role="Assisted in the preparatory activities">
          Ministry of Trade and Industry
        </producer>
        <software version="1.2" date="2011-01-07">
          Metadata Editor
        </software>
        <fundAg abbr="DANIDA" role="Provided funds">
          Danish Development Agency
        </fundAg>
      </prodStmt>
      <distStmt>
        <contact affiliation="Ghana Statistical Service" URI="http://www.statsghana.gov.gh/ContactUs.html" email="info@statsghana.gov.gh ">
          Government Statistician
        </contact>
      </distStmt>
      <serStmt>
        <serName>
          Enterprise/Establishment Census [en/census]
        </serName>
        <serInfo>
          <![CDATA[This is the third in the series of industrial censuses conducted in Ghana. The first was conducted  in 1962 and the second in 1987. The Industrial section of the Statistical Service is responsible in the planning and implementation of this study]]>
        </serInfo>
      </serStmt>
      <verStmt>
        <version date="2006-06-30">
          V1.2 Edited data for internal use only
        </version>
        <notes>
          data was dumped and outliers compared with the corresponding questionnaire and data corrected
        </notes>
      </verStmt>
    </citation>
    <stdyInfo>
      <abstract>
        <![CDATA[There was a growing concern about the slow growth of Ghana's industrial sector, particularly with respect to the manufacturing sub-sector which has stagnated in comparison with countries like Cote d'Ivoire and Malaysia where manufacturing levels were lower than Ghana 30 years ago. The state of Ghana's industry has been recognized by the Government of Ghana and a number of initiatives have been taken over the years to help accelerate industrial growth. Despite laudable interventions, such as the New Industrial Reform, the Accelerated Growth Programme and the Ghana Poverty Reduction Strategy, manufacturing value added in Ghana grew at a low rate between 1990 and 2001. The small size of the Ghanaian market and the failure of manufacturers to break into export markets are frequently cited among the causes of the present predicament of the manufacturing sub-sector. The Mining sub sector has overcome some of these obstacles with increases in output over the years, which is mostly exported. Production of Electricity and Water on the other hand has not grown enough to support higher rates of growth of industry.

The Ghana Statistical Service in collaboration with Ministry of Trade and Industry and Presidential Special Initiative and supported by UNIDO conducted the 2003 National Industrial Census.  The objectives of the census was to obtain benchmark data on the structure of industry, establish an industrial database and regularly update the register, obtain data on production and employment for government and business analysis and decision making. Other objectives was to measure the contribution of each industry and region to Ghana's employment and production. In addition to the above mentioned objectives, the obtained data should be internationally comparable on the structure and activity of each industrial sub sector.

There were two phases of the National Industrial Census with phase I listing all industrial establishment in the country that are primarily engaged in mining and quarrying, manufacturing, construction and the production of electricity and water.  Household industries were excluded unless there is a clear indication of the industry by way of a sign board. The phase II covered all establishments primarily engaged in mining and quarrying, construction, the production of electricity and water, all manufacturing establishment engaging 10 or more persons and a representative sample of manufacturing establishements engaging less than 10 persons.]]>
      </abstract>
      <sumDscr>
        <collDate date="2003-10-01" event="start" cycle="phase I"/>
        <collDate date="2003-11-01" event="end" cycle="phase I"/>
        <collDate date="2004-11-01" event="start" cycle="phase II"/>
        <collDate date="2005-03-01" event="end" cycle="phase II"/>
        <nation abbr="GHA">
          Ghana
        </nation>
        <geogCover>
          National
        </geogCover>
        <geogUnit>
          Regional
        </geogUnit>
        <geogUnit>
          District, Metropolitan, Municipal
        </geogUnit>
        <anlyUnit>
          Establishments
        </anlyUnit>
        <universe>
          The Census included all establishments in the following sectors: mining and quarrying, electricity &amp; water production and construction. With regard to the manufacturing sub sector, all establishments engaging 10 persons or more were included whereas a sample was taken from establishments engaging less than 10 persons.
        </universe>
        <dataKind>
          Census/enumeration data [cen]
        </dataKind>
      </sumDscr>
      <notes>
        <![CDATA[The scope of the National Industrial Census include all establishments in the following sectors: mining and quarrying, electricity & water production and construction. With regard to the manufacturing sub sector, all establishments engaging 10 persons or more were included whereas a sample was taken from establishments engaging less than 10 persons.  The areas of interest  within these sectors are the Identification and classification of the establishments. employment and earnings, stocks, fixed assets, input costs, sales and other receipts of the establishments.]]>
      </notes>
    </stdyInfo>
    <method>
      <dataColl>
        <dataCollector abbr="GSS" affiliation="Autonomous">
          Ghana Statistical Service
        </dataCollector>
        <sampProc>
          A one-stage sample design was used for the survey with the primary sampling units (PSU) being the individual establishment. The sampling frame of establishments had two levels of stratification in addition to implicit stratification from ordering the establishments within each stratum. The first level of stratification was by the 4-digit ISIC activities, which represented the smallest domains of analysis. Within each of these individual activities, the establishments were further stratified by the number of persons engaged, which is also correlated with industrial production, revenue, expenditures and other aggregates to be measured in the survey.
        </sampProc>
        <deviat>
          All of the establishments in the Construction, Electricity and Water, Mining and Quarrying sub-sectors were included in the survey regardless of size. Given that reliable estimates are required for each 4-digit ISIC group, activities with few establishments were also identified as certainty strata.
        </deviat>
        <collMode>
          Face-to-face [f2f]
        </collMode>
        <resInstru>
          <![CDATA[There were five types of questionnaires used in the 2003 National industrial census. The phase I had one scannable questionnaire which collected information on all establishments engaged in mining and quarrying, manufacturing, construction and the production of electricity and water. The location of these establishments were also taken as well as the persons engaged.

During the phase II there were four types of questionnaire. The national industrial census 2003 (manufacturing) labeled 3A which was used for establishments engaging 10+ persons.

The national industrial census 2003 (manufacturing) labeled 3B which was used for establishments engaging less than 10 persons.

The national industrial census 2003 (mining and quarrying) labeled 2 which was used for establishments engaged in mining and quarrying irrespective of number of persons engaged.

The national industrial census 2003 (electricity and water) labeled 4 which was used for establishments engaged in the production of electricity and water irrespective of number of persons engaged.

The national industrial census 2003 (construction) labeled 5 which was used for establishments engaged in construction irrespective of number of persons engaged.]]>
        </resInstru>
        <sources/>
        <collSitu>
          <![CDATA[There was a one week residential training for enumerators and supervisors for the Phase I which collected basic information on all establishments engaged in Mining and Quarrying, Manufacturing, Construction and the production and distribution of Electricity and Water. Information was also collected on location, industrial activity among others. The data collection period was about two months.  This served as a frame for the phase II.


 For phaseII both supervisors and enumerators underwent a two-week residential training course. Training was conducted by senior staff of the Industrial Census Secretariat, with the assistance of Regional Statisticians. It included lectures, demonstrations, practical work and assessments. Assessments included written examination and observation of practical work. Out of the 360 trainees, 257 qualified and were accepted for field work.]]>
        </collSitu>
        <actMin>
          <![CDATA[There were teams formed with varying number of team members with the minimum being 4 members and the maximum being 6 members. Each team had a supervisor.

The role of the supervisor is to accompany enumerators to check on their boundaries and localities in their respective zones. In addition to ensure that all enumerators under his care do enumerate all establishments in his supervisory area. Help enumerators when they are in difficulty and keep in touch with the enumerators under his care.

The teams were constituted into area zone with a zonal officer. A zone was made up of four or five teams.]]>
        </actMin>
        <weight>
          <![CDATA[Sample weight were calculated for the manufacturing and mining data files.  The sample weight variable is called weights. The sample weight was computed as the inverse of the probability of selection. The sample weight were adjusted to take into account the non-interview (non response) within each stratum including the certainty strata]]>
        </weight>
        <cleanOps>
          <![CDATA[All questionnaires were edited for completeness, scope and internal consistency in the office before sending them for data capture.  Questionnaires that did not meet the test were set aside for determination. Each questionnaire goes through the hands of a chain of editors i.e. lead editor then by the team leader in charge. All editors are confined to a particular place.  This promotes consultations.

During data capture, there was double entry i.e. main and verification with comparison and necessary corrections effected. Structural checks and completeness is also done during data capture.]]>
        </cleanOps>
      </dataColl>
      <notes>
        <![CDATA[Automated data capture was used for the phase1 using the Teleform software. Three scanners with each having a scanning assistant. The data was posted into MS-Access which was then exported into SPSS. Data editing and cleaning was done in SPSS.  This resulted in the sampling frame for the phase II


Data capture was done at a central place in the head office. 10 data entry officers using 10 desktop computers were deployed to do this work with two supervisors and two questionnaire admnistrators. The software used in the data capture was the Integrated Microcomputer Processing System (IMPS 4.0) 

After data capture and secondary editing, the ascii data was exported into SPSS ver11.5 where sample weights were applied to the sampled establishments (manufacturing engaging 1-9 persons) then the production of the analysis tables]]>
      </notes>
      <anlyInfo>
        <respRate>
          <![CDATA[Establishments are classified into mining and quarrying, manufacturing, electricity and production and construction sectors. Under manufacturing we considered establishments which engaged less than 10 persons and that which engaged 10 or more persons.

The frame for establishments engaging 1 - 9 persons is 22,404
The frame for establishments engaging 10+ persons is 4,230

The number of establishments sampled:
           1 - 9   =1,263
           10+    =4,233


Number of establishment completed:
           1 - 9    = 895
            10+    = 2,918
              
Number of establishment out of scope + Association              
            1 - 9   = 53
            10+    = 765

Number of establishment not completed
             1 - 9 = 304
             10+  = 484
             
Number of establishment closed down             
             1 - 9 = 43
              10+ = 81
                      
Response rate for :
             1 - 9 = 0.77
             10+  = 0.86 
             
Response rate is equal to the ratio of number of completed to the adjusted  number of not completed establishment

Adjusted number of establishments excludes out of scopes and association, groups and cooperative, closed down and not located establishments

* the difference in the sample and the frame for 10+ persons engaged establishment was due to the migration of 1-9 persons engaged establishment into the 10+ category]]>
        </respRate>
        <EstSmpErr>
          <![CDATA[Estimates from a sample survey are affected by two types of errors: 1) non-sampling errors and 2) sampling errors. Non-sampling errors are the results of mistakes made in the implementation of data collection and data processing.  Numerous efforts were made to minimize this type of error, however, non-sampling errors are impossible to avoid and difficult to evaluate statistically. Sample errors was calculated for survey estimates of total  number of persons engaged by the 4-digit ISIC to ensure that all ISIC groups had a coefficient of variation (CV) lower than 10 percent

Details of the sampling errors are presented in appendix-3.]]>
        </EstSmpErr>
      </anlyInfo>
    </method>
    <dataAccs>
      <useStmt>
        <confDec required="yes">
          <![CDATA[Ghana Statistical Service (GSS) requires all users to keep information and microdata strictly confidential. In this regard, before being granted access to microdatasets, all users have to formally agree to observe the following:

1. Not to make copies of any files or portions of files to which access has been granted except with the authorization by GSS

2. Not to willfully identify any individual or household or establishment in the microdataset

3. To hold in strictest confidence, the identity of any individual or household or establishment that may be inadvertently revealed in any documents or discussion, or analysis. Such unintended identification revealed should be immediately brought to the attention of GSS.

4. Microdata obtained from GSS are protected by copyright law and therefore not for re-distribution or sale

5. Prospective clients or data users may be required to submit and sign an affidavit of confidentiality of microdata they access]]>
        </confDec>
        <contact affiliation="Government of Ghana" URI="http://www.statsghana.gov.gh/ContactUs.html" email="info@statsghana.gov.gh ">
          Govenment Statistician
        </contact>
        <conditions>
          <![CDATA[The Ghana Statistical Service as a public institution has the obligation to promote data dissemination to facilitate national development. Making mcrodata available will enable students and the academia to conduct research works, assist investors to take business decision, help the individual to evaluate and take appropriate decisions. It will also assist the government to formulate appropriate policies and programmes to facilitate national development. GSS' policy framework provides access to data through:

1. Public use files. These categories of data sets are accessible by all without any payment. They are available on-line to all interested users, for research and statistical purposes only. 

2. Licensed datasets. These categories of data sets are accessible under certain conditions. Thus, prospective clients/data users may access any data based on certain conditions set by the GSS

3. Datasets only accessible on location. We consider this category as a data enclave where some data sets are only accessible at GSS offices and prospective data users and researches have to physically be available at GSS offices for further discussions before data are released. Thus, data enclave would not be linked to the outside world through our web site or other medium. 

The following terms and conditions apply: 

Before being granted access to the dataset, all users have to formally agree: 

1. To make no copies of any files or portions of files for which access has been granted, except those authorized by GSS. 

2. Not to use any technique in an attempt to identify any person, establishment, or sampling unit. 

3. To hold in strictest confidence, the identification of any establishment or individual that may be inadvertently revealed in any documents or discussion, or analysis. Such inadvertent identification revealed in her/his analysis will be immediately brought to the attention of the GSS.

4. The data and other materials will not be redistributed or sold to other individuals, institutions, or organizations without the written agreement of GSS.

5. The data will be used for statistical and scientific research purposes only.

6. The data will be used solely for reporting of aggregated information, and not for investigation of specific individuals or organizations.

7. No attempt will be made to identify respondents, and no use will be made of the identity of any person or establishment discovered inadvertently. Any such discovery would immediately be reported to the GSS.

8. No attempt will be made to produce links among datasets provided by the GSS with other datasets that could identify individuals or organizations.

9. Any books, articles, conference papers, theses, dissertations, reports, or other publications that employ data obtained from the GSS would cite the source of data in accordance with the citation statement provided with the dataset

10. An electronic copy of all reports and publications based on the requested data will be sent to the GSS.]]>
        </conditions>
        <disclaimer>
          The original collector of the data, GSS and any producers or sponsors cited in this document bear no responsibility for use of the data or for interpretations or inferences based upon such uses.
        </disclaimer>
      </useStmt>
    </dataAccs>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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          153 AKIM ODA
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      <catgry>
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        <catStat type="freq">
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      <catgry>
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          20 LOGBA ALAKPETI
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      <catgry>
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          278 WINNEBA
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      <catgry>
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          2846 OSU ACCRA
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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          6460 ACCRA NORTH
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        <catStat type="freq">
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      <catgry>
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        <catStat type="freq">
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      <catgry>
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      <catgry>
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        <catStat type="freq">
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      <catgry>
        <catValu>
          AK57 AKATSI
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        <catStat type="freq">
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        </catStat>
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      <catgry>
        <catValu>
          AN 5266 ACCRA NORTH
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      <catgry>
        <catValu>
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        <catStat type="freq">
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      <catgry>
        <catValu>
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        <catStat type="freq">
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      <catgry>
        <catValu>
          KS10008 KUMASI
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      <catgry>
        <catValu>
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    <var ID="V483" name="s1q123c" files="F25" dcml="0" intrvl="discrete">
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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      <catgry>
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        <catStat type="freq">
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        </catStat>
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      <catgry>
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      <catgry>
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        <catStat type="freq">
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        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2710
        </catValu>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2720
        </catValu>
        <catStat type="freq">
          35
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2731
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2732
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2811
        </catValu>
        <catStat type="freq">
          920
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2812
        </catValu>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2813
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2891
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2892
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2893
        </catValu>
        <catStat type="freq">
          80
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2899
        </catValu>
        <catStat type="freq">
          505
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2911
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2914
        </catValu>
        <catStat type="freq">
          40
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2915
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2921
        </catValu>
        <catStat type="freq">
          55
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2922
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2923
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2924
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2925
        </catValu>
        <catStat type="freq">
          65
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2926
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2927
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2929
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3130
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3150
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3220
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3230
        </catValu>
        <catStat type="freq">
          40
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3311
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3320
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3420
        </catValu>
        <catStat type="freq">
          135
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3430
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3511
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3592
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3599
        </catValu>
        <catStat type="freq">
          65
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3610
        </catValu>
        <catStat type="freq">
          55
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3611
        </catValu>
        <catStat type="freq">
          2865
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3612
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3613
        </catValu>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3691
        </catValu>
        <catStat type="freq">
          70
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3692
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3693
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3694
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3699
        </catValu>
        <catStat type="freq">
          150
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V507" name="e1" files="F25" intrvl="discrete">
      <location StartPos="136" EndPos="136" width="1" RecSegNo="1"/>
      <labl>
        Account record type
      </labl>
      <sumStat type="vald">
        4135
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Formal
        </labl>
        <catStat type="freq">
          155
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Informal
        </labl>
        <catStat type="freq">
          475
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3
        </catValu>
        <labl>
          no Accounts
        </labl>
        <catStat type="freq">
          3505
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V508" name="f1" files="F25" dcml="0" intrvl="contin">
      <location StartPos="137" EndPos="140" width="4" RecSegNo="1"/>
      <labl>
        Persons Engaged
      </labl>
      <valrng>
        <range UNITS="REAL" min="1" max="3782"/>
      </valrng>
      <sumStat type="vald">
        16590
      </sumStat>
      <sumStat type="invd">
        370
      </sumStat>
      <sumStat type="min">
        1
      </sumStat>
      <sumStat type="max">
        3782
      </sumStat>
      <sumStat type="mean">
        30.344
      </sumStat>
      <sumStat type="stdev">
        119.298
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V509" name="d2desc" files="F25" intrvl="discrete">
      <location StartPos="141" EndPos="259" width="119" RecSegNo="1"/>
      <labl>
        Description
      </labl>
      <sumStat type="vald">
        16705
      </sumStat>
      <catgry>
        <catValu>
          BLENDING &amp; REPACKING OF AGRO
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Bread banking
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Building and repairing of ships
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Casting of Aluminium Couplings
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Casting of iron and steel
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Casting of non-ferrous metals
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Cutting, shaping and finishing of stone
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Distilling, rectifying and blending of spirits, ethel alcohol production and femented materials
        </catValu>
        <catStat type="freq">
          85
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Dressing and dyeing of fur, manufacture of articles of fur
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Finishing of textiles
        </catValu>
        <catStat type="freq">
          100
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Forging, pressing, stamping and roll-forming of metal; powder metallurgy
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MANUFACTURE OF FOOD
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MANUFACTURE OF FOOD BEVERAGES
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MANUFACTURE OF ORDINARY PORTLAND CEMENT
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MANUFACTURE OF PLASTIC PACKAGING
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MANUFACTURE OF PLASTIC WATER
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MANUFACTURE OF TEXTILE FABRICS
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Malt liquors and malt
        </catValu>
        <catStat type="freq">
          195
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of Kaba and slit,skirt &amp;Top .Children's wear
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of PVC Pipes
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of Plywood and Veneer
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of Soaps,Cosmetics and Pharmaceuticals
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of Wooden Boards
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of agricultural and forestry machinery
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of articles of concrete, cement and plaster
        </catValu>
        <catStat type="freq">
          480
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of bakery products
        </catValu>
        <catStat type="freq">
          540
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of basic industrial chemicals except fertilizers and nitrogen compounds
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of basic iron and steel
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of basic precious &amp; non-ferrous metals
        </catValu>
        <catStat type="freq">
          40
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of bicycles and invalid carriages
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of bodies (coachwork) for motor vehicles; manufacture of trailers and semi-trailers
        </catValu>
        <catStat type="freq">
          115
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of bread
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of builders' carpentry and joinery
        </catValu>
        <catStat type="freq">
          330
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of carpets and rugs
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of cement, lime and plaster
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of chemical products not elsewhere classified
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of clothing
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of cocoa,chocolate and sugar confectionery
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of cordage, rope, twine and netting
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          <![CDATA[Manufacture of corrugated paper and paper board and of containers of paper and  paper board]]>
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of cutlery, hand tools, and general hardware
        </catValu>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of diary products
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of drugs
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of electric lamps and lighting equipment
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of engines and turbines except aircraft, vehicles, and cycle engines
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of feminine sanitary pads.
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of fertilizers and nitrogen compounds
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of footwear
        </catValu>
        <catStat type="freq">
          405
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of furniture of any kind except, stone, ceramic &amp; concrete
        </catValu>
        <catStat type="freq">
          65
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of games and toys
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of gas; distribution of gaseous fuels through mains
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of glass and glass products
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of grain mill products
        </catValu>
        <catStat type="freq">
          280
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of insulated wire and cable
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of jewellery and related articles
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of jwellery and related articles
        </catValu>
        <catStat type="freq">
          60
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of lifting and handling equipment
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of luggage, handbags and the like, saddlery &amp; harness
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of machine-tools
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of machinery for food, beverages and tobacco processing
        </catValu>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of machinery for metallurgy
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of machinery for mining, quarrying and construction
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of machinery for textile, apparel and leather production
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of made-up textile goods except wearing apparel
        </catValu>
        <catStat type="freq">
          40
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of man-made fibres
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of medical and surgical equipment and orthopaedic appliances
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of metal furniture
        </catValu>
        <catStat type="freq">
          65
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of metal gates
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of motor vehicles
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of musical instruments
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of non-structural non-fractory ceramic ware
        </catValu>
        <catStat type="freq">
          35
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of optical instruments and photographic equipment
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other articles of paper and paper board
        </catValu>
        <catStat type="freq">
          30
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other fabricated metal products not elsewhere classified
        </catValu>
        <catStat type="freq">
          495
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other food products not elsewhere classified
        </catValu>
        <catStat type="freq">
          60
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other non-metallic mineral products not elsewhere classified
        </catValu>
        <catStat type="freq">
          60
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other products of wood; manufacture of articles of cork, straw products and plating materials
        </catValu>
        <catStat type="freq">
          125
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other special purpose machinery
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of other transport equipment not elsewhere classfied
        </catValu>
        <catStat type="freq">
          65
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of ovens, furnances and furnance burners
        </catValu>
        <catStat type="freq">
          40
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of paints, vanishes and similar coatings, printing ink and mastics
        </catValu>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of palm oil
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of parts and accessories for motor vehicles and their engines
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of pesticides and other agro-chemical products
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of pharmaceuticals, medicinal chemicals and botanical products
        </catValu>
        <catStat type="freq">
          130
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of plastic furniture
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of plastic products
        </catValu>
        <catStat type="freq">
          115
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of plastics in primary forms and of synthetic rubber
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of prepared animal feed
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of pulp, paper and paper board
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of refactory ceramic products
        </catValu>
        <catStat type="freq">
          85
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of refined petroleum products
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of rubber and tube; retreading &amp; rebuilding of rubber tyres
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of rubber products
        </catValu>
        <catStat type="freq">
          55
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of soap and detergent, cleaning and polishing preparations, perfumes and toilet preparations
        </catValu>
        <catStat type="freq">
          135
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of sports goods
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of starches and starch products
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of steam generators, except central heating hot water boilers
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of structural metal products
        </catValu>
        <catStat type="freq">
          920
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of structural non-refractory clay and ceramic products
        </catValu>
        <catStat type="freq">
          105
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of sugar
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of tanks, reservoirs and containers of metal
        </catValu>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of television and radio receivers, sound and video recording or reproduction apparatus and associated goods
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of television and radio transmitters and apparatus for line telephone and line telegraphy
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of tobacco products
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of vegetables and animal oils and fats
        </catValu>
        <catStat type="freq">
          305
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of weapons and ammunition
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of wearing apparel by cutting and dewing fabrics
        </catValu>
        <catStat type="freq">
          80
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of wearing apparel by cutting and sewing fabrics
        </catValu>
        <catStat type="freq">
          4805
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of wooden containers
        </catValu>
        <catStat type="freq">
          60
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture of wooden furniture
        </catValu>
        <catStat type="freq">
          2845
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture or knitting and crocheted fabrics and articles
        </catValu>
        <catStat type="freq">
          40
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture textiles not elsewhere classified
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Manufacture veneer; manufacture of plywood, laminboard, particle board and other panels and boards
        </catValu>
        <catStat type="freq">
          110
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Other manufacturing not elsewhere classified
        </catValu>
        <catStat type="freq">
          115
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Other publishing
        </catValu>
        <catStat type="freq">
          20
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PROCESSING OF CASSAVA ROOTS
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Preparation and spinning of textile fibres; weaving of textiles
        </catValu>
        <catStat type="freq">
          305
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Printing
        </catValu>
        <catStat type="freq">
          330
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Processing and preservation of fish and fish products
        </catValu>
        <catStat type="freq">
          110
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Processing and preserving of fruits and vegetables
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Production of wines
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Production, processing and preserving of meat and meat products
        </catValu>
        <catStat type="freq">
          35
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Publishing of books, brochures and other publications
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Publishing of music
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Publishing of newspapers, journals and periodicals
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Salt mining
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Sawmill and planing of wood
        </catValu>
        <catStat type="freq">
          675
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Service activities related to printing
        </catValu>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Soft drinks and carbonated water industries
        </catValu>
        <catStat type="freq">
          210
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Tanning and dressing of leather
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          Treatment and coating of metals; general mechanical engineering on fee or contract basis
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V510" name="isic3" files="F25" intrvl="discrete">
      <location StartPos="260" EndPos="262" width="3" RecSegNo="1"/>
      <labl>
        3-digit ISIC code
      </labl>
      <sumStat type="vald">
        12470
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          111
        </catValu>
        <labl>
          Crude Petroleum
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          131
        </catValu>
        <labl>
          Metal Ore Mining
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          132
        </catValu>
        <labl>
          Manufacture of Non-Ferrous Metal Ores'
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          141
        </catValu>
        <labl>
          Other Mining
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          142
        </catValu>
        <labl>
          Other Mining
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          151
        </catValu>
        <labl>
          Production, Processing and Preservation of MFFVOF
        </labl>
        <catStat type="freq">
          340
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          152
        </catValu>
        <labl>
          Manufacture of Diary Products
        </labl>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          153
        </catValu>
        <labl>
          Manufacture of Grain mill products
        </labl>
        <catStat type="freq">
          125
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          154
        </catValu>
        <labl>
          Manufacture of other foods
        </labl>
        <catStat type="freq">
          495
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          155
        </catValu>
        <labl>
          Manufacture of beverages
        </labl>
        <catStat type="freq">
          355
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          160
        </catValu>
        <labl>
          Manufacture of Tobacco products
        </labl>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          171
        </catValu>
        <labl>
          Preparation and spinning
        </labl>
        <catStat type="freq">
          315
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          172
        </catValu>
        <labl>
          Manufacture of made-up textile
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          173
        </catValu>
        <labl>
          Manufacture of knitting fabrics
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          181
        </catValu>
        <labl>
          Manufacture of wearing apparel
        </labl>
        <catStat type="freq">
          3860
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          182
        </catValu>
        <labl>
          Manufacture of articles of fur
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          191
        </catValu>
        <labl>
          Tanning and Dressing of leather
        </labl>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          192
        </catValu>
        <labl>
          Manufacture of footwear
        </labl>
        <catStat type="freq">
          285
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          201
        </catValu>
        <labl>
          Saw milling and planing of wood
        </labl>
        <catStat type="freq">
          655
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          202
        </catValu>
        <labl>
          Manufacture of products of wood
        </labl>
        <catStat type="freq">
          490
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          210
        </catValu>
        <labl>
          Manufacture of paper and paper products
        </labl>
        <catStat type="freq">
          55
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          221
        </catValu>
        <labl>
          Publishing
        </labl>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          222
        </catValu>
        <labl>
          Printing and service activities
        </labl>
        <catStat type="freq">
          320
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          231
        </catValu>
        <labl>
          Manufacture of Coke oven products
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          232
        </catValu>
        <labl>
          Manufacture of refined petroleum products
        </labl>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          241
        </catValu>
        <labl>
          Manufacture of basic chemicals
        </labl>
        <catStat type="freq">
          35
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          242
        </catValu>
        <labl>
          Manufacture of other chemical products
        </labl>
        <catStat type="freq">
          295
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          243
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          251
        </catValu>
        <labl>
          Manufacture of rubber products
        </labl>
        <catStat type="freq">
          55
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          252
        </catValu>
        <labl>
          Manufacture of plastic products
        </labl>
        <catStat type="freq">
          130
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          261
        </catValu>
        <labl>
          Manufacture of glass products
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          269
        </catValu>
        <labl>
          Manufacture of non-metallic mineral products
        </labl>
        <catStat type="freq">
          510
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          271
        </catValu>
        <labl>
          Manufacture of basic iron and steel
        </labl>
        <catStat type="freq">
          35
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          272
        </catValu>
        <labl>
          Non-ferrous metal basic industries
        </labl>
        <catStat type="freq">
          35
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          273
        </catValu>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          281
        </catValu>
        <labl>
          Manufacture of structural metal products
        </labl>
        <catStat type="freq">
          825
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          289
        </catValu>
        <labl>
          Manufacture of other fabricated metal products
        </labl>
        <catStat type="freq">
          490
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          291
        </catValu>
        <labl>
          Manufacture of general purpose machinery
        </labl>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          292
        </catValu>
        <labl>
          Manufacture of special purpose machinery
        </labl>
        <catStat type="freq">
          145
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          293
        </catValu>
        <labl>
          Manufacture of domestic appliances nec
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          300
        </catValu>
        <labl>
          Manufacture of office, computing and accting machinery
        </labl>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          311
        </catValu>
        <labl>
          Manufacture of electric motors, generators and transformers
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          313
        </catValu>
        <labl>
          Manufacture of insulated wire and cable
        </labl>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          314
        </catValu>
        <labl>
          Manufacture of accumlators, primary cells
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          315
        </catValu>
        <labl>
          Electric lamps and lighting equipment
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          319
        </catValu>
        <labl>
          Manufacture of electrical equipment nec
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          321
        </catValu>
        <labl>
          Manufacture of electronic valves &amp; tubes
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          322
        </catValu>
        <labl>
          Manufacture of television and radio transmitters
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          323
        </catValu>
        <labl>
          Manufacture of television and radio receivers
        </labl>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          331
        </catValu>
        <labl>
          Manufacture of medical appliances
        </labl>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          332
        </catValu>
        <labl>
          Manufacture of optical instruments and photographic eqpt
        </labl>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          341
        </catValu>
        <labl>
          Manufacture of motor vehicles
        </labl>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          342
        </catValu>
        <labl>
          Manufacture of bodies (coach wk) for motor vehicles
        </labl>
        <catStat type="freq">
          100
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          343
        </catValu>
        <labl>
          Manufacture of parts and accessories for motor vehicles
        </labl>
        <catStat type="freq">
          15
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          351
        </catValu>
        <labl>
          Building and repairs of ships and boats
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          352
        </catValu>
        <labl>
          Manufacture railway
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          353
        </catValu>
        <labl>
          Manufacture of aircraft and spacecraft
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          359
        </catValu>
        <labl>
          Manufacture of other transport equipt nec
        </labl>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          361
        </catValu>
        <labl>
          Manufacture of furniture and fixtures
        </labl>
        <catStat type="freq">
          2155
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          369
        </catValu>
        <labl>
          Other manufacturing industries
        </labl>
        <catStat type="freq">
          130
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          371
        </catValu>
        <labl>
          Recycling of metal waste and scrap
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          372
        </catValu>
        <labl>
          Recycling of non-metal waste and scrap
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          401
        </catValu>
        <labl>
          Electric light and power
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          402
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          410
        </catValu>
        <labl>
          Water works and supply
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          451
        </catValu>
        <labl>
          Site preparation
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          452
        </catValu>
        <labl>
          Building of complete constructions
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          453
        </catValu>
        <labl>
          Building installation
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          454
        </catValu>
        <labl>
          Building completion or finishing
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          455
        </catValu>
        <labl>
          Renting of construction or demolishing eqpt with operator
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V511" name="isic2dg" files="F25" intrvl="discrete">
      <location StartPos="263" EndPos="265" width="3" RecSegNo="1"/>
      <labl>
        2-digit ISIC code
      </labl>
      <sumStat type="vald">
        16730
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          14
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          15
        </catValu>
        <catStat type="freq">
          1985
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          16
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          17
        </catValu>
        <catStat type="freq">
          550
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          18
        </catValu>
        <catStat type="freq">
          4900
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          19
        </catValu>
        <catStat type="freq">
          445
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          20
        </catValu>
        <catStat type="freq">
          1335
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          21
        </catValu>
        <catStat type="freq">
          65
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          22
        </catValu>
        <catStat type="freq">
          450
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          226
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          23
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          24
        </catValu>
        <catStat type="freq">
          400
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          25
        </catValu>
        <catStat type="freq">
          190
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          26
        </catValu>
        <catStat type="freq">
          830
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          27
        </catValu>
        <catStat type="freq">
          110
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          28
        </catValu>
        <catStat type="freq">
          1620
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          29
        </catValu>
        <catStat type="freq">
          255
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          31
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          32
        </catValu>
        <catStat type="freq">
          45
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          33
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          34
        </catValu>
        <catStat type="freq">
          165
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          35
        </catValu>
        <catStat type="freq">
          120
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          36
        </catValu>
        <catStat type="freq">
          3190
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          40
        </catValu>
        <catStat type="freq">
          10
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          45
        </catValu>
        <catStat type="freq">
          5
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V512" name="s2q2" files="F25" dcml="0" intrvl="discrete">
      <location StartPos="266" EndPos="267" width="2" RecSegNo="1"/>
      <labl>
        persons engaged
      </labl>
      <valrng>
        <range UNITS="REAL" min="23" max="23"/>
      </valrng>
      <sumStat type="vald">
        16960
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          23
        </catValu>
        <catStat type="freq">
          16960
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V513" name="totemp" files="F25" dcml="0" intrvl="contin">
      <location StartPos="268" EndPos="271" width="4" RecSegNo="1"/>
      <labl>
        total number employed
      </labl>
      <valrng>
        <range UNITS="REAL" min="1" max="2349"/>
      </valrng>
      <sumStat type="vald">
        16920
      </sumStat>
      <sumStat type="invd">
        40
      </sumStat>
      <sumStat type="min">
        1
      </sumStat>
      <sumStat type="max">
        2349
      </sumStat>
      <sumStat type="mean">
        29.982
      </sumStat>
      <sumStat type="stdev">
        103.563
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V514" name="s49q9" files="F25" dcml="0" intrvl="discrete">
      <location StartPos="272" EndPos="273" width="2" RecSegNo="1"/>
      <labl>
        fixed assets code
      </labl>
      <valrng>
        <range UNITS="REAL" min="91" max="95"/>
      </valrng>
      <sumStat type="vald">
        16960
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          91
        </catValu>
        <catStat type="freq">
          3392
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          92
        </catValu>
        <catStat type="freq">
          3392
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          93
        </catValu>
        <catStat type="freq">
          3392
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          94
        </catValu>
        <catStat type="freq">
          3392
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          95
        </catValu>
        <catStat type="freq">
          3392
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V515" name="s49q1" files="F25" dcml="2" intrvl="contin">
      <location StartPos="274" EndPos="282" width="9" RecSegNo="1"/>
      <labl>
        new fixed asset purchased
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="128662"/>
      </valrng>
      <sumStat type="vald">
        13177
      </sumStat>
      <sumStat type="invd">
        3783
      </sumStat>
      <sumStat type="min">
        0
      </sumStat>
      <sumStat type="max">
        128662
      </sumStat>
      <sumStat type="mean">
        100.492
      </sumStat>
      <sumStat type="stdev">
        1891.665
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V516" name="s49q2" files="F25" dcml="2" intrvl="contin">
      <location StartPos="283" EndPos="290" width="8" RecSegNo="1"/>
      <labl>
        second hand fixed asset purchased
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="14145.35"/>
      </valrng>
      <sumStat type="vald">
        14819
      </sumStat>
      <sumStat type="invd">
        2141
      </sumStat>
      <sumStat type="min">
        0
      </sumStat>
      <sumStat type="max">
        14145.35
      </sumStat>
      <sumStat type="mean">
        12.418
      </sumStat>
      <sumStat type="stdev">
        312.693
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V517" name="s49q3" files="F25" dcml="2" intrvl="contin">
      <location StartPos="291" EndPos="298" width="8" RecSegNo="1"/>
      <labl>
        alterations, renovations and improvement of fixed assets purchased from others
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="13382"/>
      </valrng>
      <sumStat type="vald">
        13017
      </sumStat>
      <sumStat type="invd">
        3943
      </sumStat>
      <sumStat type="min">
        0
      </sumStat>
      <sumStat type="max">
        13382
      </sumStat>
      <sumStat type="mean">
        15.142
      </sumStat>
      <sumStat type="stdev">
        262.094
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V518" name="s49q4" files="F25" dcml="2" intrvl="contin">
      <location StartPos="299" EndPos="306" width="8" RecSegNo="1"/>
      <labl>
        work done on own account
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="86567"/>
      </valrng>
      <sumStat type="vald">
        12910
      </sumStat>
      <sumStat type="invd">
        4050
      </sumStat>
      <sumStat type="min">
        0
      </sumStat>
      <sumStat type="max">
        86567
      </sumStat>
      <sumStat type="mean">
        15.776
      </sumStat>
      <sumStat type="stdev">
        1080.857
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V519" name="s49q5" files="F25" dcml="2" intrvl="contin">
      <location StartPos="307" EndPos="313" width="7" RecSegNo="1"/>
      <labl>
        value of sales of fixed assets (million cedis)
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="9027"/>
      </valrng>
      <sumStat type="vald">
        14738
      </sumStat>
      <sumStat type="invd">
        2222
      </sumStat>
      <sumStat type="min">
        0
      </sumStat>
      <sumStat type="max">
        9027
      </sumStat>
      <sumStat type="mean">
        6.491
      </sumStat>
      <sumStat type="stdev">
        167.559
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V520" name="s49q6" files="F25" dcml="2" intrvl="contin">
      <location StartPos="314" EndPos="322" width="9" RecSegNo="1"/>
      <labl>
        net assets (1+2+3+4)-5
      </labl>
      <valrng>
        <range UNITS="REAL" min="-3635" max="128438"/>
      </valrng>
      <sumStat type="vald">
        15633
      </sumStat>
      <sumStat type="invd">
        1327
      </sumStat>
      <sumStat type="min">
        -3635
      </sumStat>
      <sumStat type="max">
        128438
      </sumStat>
      <sumStat type="mean">
        120.875
      </sumStat>
      <sumStat type="stdev">
        2060.038
      </sumStat>
      <varFormat type="numeric" schema="other"/>
    </var>
  </dataDscr>
</codeBook>
