<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5"><docDscr><citation><titlStmt><titl>Informal Cross-Border Artisanal Fish Trade in West Africa</titl><IDNo agency="DOI">doi:10.7910/DVN/GV0CML</IDNo></titlStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distDate>2018-08-07</distDate></distStmt><verStmt source="archive"><version date="2025-03-03" type="RELEASED">1</version></verStmt><biblCit>Ayilu, Raymond K.; Antwi-Asare, Theodore O; Anoh, Paul; Tall, Amadou; Aboya, Narcisse; Chimatiro, Sloans; Dedi, Seraphin, 2018, "Informal Cross-Border Artisanal Fish Trade in West Africa", https://doi.org/10.7910/DVN/GV0CML, Harvard Dataverse, V1, UNF:6:+rvLUK1/mD+a/8kOdv1DPw== [fileUNF]</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>Informal Cross-Border Artisanal Fish Trade in West Africa</titl><IDNo agency="DOI">doi:10.7910/DVN/GV0CML</IDNo></titlStmt><rspStmt><AuthEnty>Ayilu, Raymond K.</AuthEnty><AuthEnty>Antwi-Asare, Theodore O</AuthEnty><AuthEnty>Anoh, Paul</AuthEnty><AuthEnty>Tall, Amadou</AuthEnty><AuthEnty>Aboya, Narcisse</AuthEnty><AuthEnty affiliation="WorldFish">Chimatiro, Sloans</AuthEnty><AuthEnty affiliation="WorldFish">Dedi, Seraphin</AuthEnty><othId role="Funder">European Union</othId></rspStmt><prodStmt><producer affiliation="WorldFish">WorldFish</producer><prodDate>2016-07</prodDate></prodStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distrbtr affiliation="WorldFish" URI="https://www.worldfishcenter.org/">WorldFish</distrbtr><contact affiliation="WorldFish" email="J.Muliro@cgiar.org">Muliro, Jacquie</contact><contact affiliation="WorldFish" email="S.Chimatiro@cgiar.org">Chimatiro, Sloans</contact><contact affiliation="WorldFish" email="k.kakwasha@worldfishcenter.org">Kakwasha, Keagan</contact><depositr>WorldFish RDM Team</depositr><depDate>2018-08-07</depDate></distStmt><holdings URI="https://doi.org/10.7910/DVN/GV0CML"/></citation><stdyInfo><subject><keyword xml:lang="en">Social Sciences</keyword><keyword>Informal fish trade</keyword></subject><abstract>This study examined informal cross-border artisanal fish trade in West Africa, using Ghana and her neighbouring countries as a case study. Both quantitative and qualitative approaches, including the use of interviews, Focus Group Discussions and questionnaires were used. The volume of informal cross-border fish trade between Ghana, Togo and Benin was estimated to be about 6,400 MT valued at about 70 million Ghana Cedis or $20 million per annum. Furthermore, the ICBT fish trade between Ghana and her neighbours was dominated by women. Regarding decision-making by traders on whether to participate in Informal Cross Border Trading (ICBT) or not, a logistic model was applied. It was found that basic education, road network condition, nearness of trader’s residence to a border, membership to a fish trade association and access to market information were significant at 5% significance level. The gross profit margin for ICBT in fish was 20.4%. The study also found that the key significant determinants of ICBT profitability at the 5% level were: age of traders; the number of years in the fish trade; and access to market information. Access to trade credit was significant at the 10% level. Meanwhile the interviews and discussions highlighted the lack of formal credit, poor road networks and undeveloped markets sites as major challenges facing the fish traders, while they have internalized police and other checkpoints into their pricing decisions. Other challenges were the short shelf life of the cured fish in recent years due to the suspected use of chemicals by artisanal fishers. From the survey, transportation related costs constituted the highest proportion of cross-border fish traders’ transaction cost which adversely affected profitability. The study recommends the upgrading of infrastructure to market sites and also within them, including the provision of good storage facilities. Secondly, Fisheries Authorities should make price information easy to access and reduce the incidence of illegal fishing methods to allow trading of longer shelf life and larger matured fish.  Other stakeholders could assist the formation of stronger fish trade associations which could do more advocacy both on the domestic and international fora concerning their challenges. To facilitate eligibility for formal credit, the need for basic training in book-keeping and formal registration through membership of trader associations was also recommended.</abstract><sumDscr><nation>Ghana</nation></sumDscr></stdyInfo><method><dataColl><sources/></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt/><notes type="DVN:TOU" level="dv">&lt;a href="http://creativecommons.org/licenses/by/4.0">CC BY 4.0&lt;/a></notes></dataAccs><othrStdyMat/></stdyDscr><fileDscr ID="f3205026" URI="https://ec2-52-207-99-79.compute-1.amazonaws.com/api/access/datafile/3205026"><fileTxt><fileName>informal cross border in west africa.tab</fileName><dimensns><caseQnty>224</caseQnty><varQnty>101</varQnty></dimensns><fileType>text/tab-separated-values</fileType></fileTxt><notes level="file" type="VDC:UNF" subject="Universal Numeric Fingerprint">UNF:6:+rvLUK1/mD+a/8kOdv1DPw==</notes></fileDscr><dataDscr><var ID="v18935902" name="SectionA" intrvl="discrete"><location 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negotaite</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:KUyhKx2aCslzHCIW2IYpQw==</notes></var><var ID="v18935816" name="C25b" intrvl="discrete"><location fileid="f3205026"/><sumStat type="min">2.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="mean">2.0</sumStat><sumStat type="vald">131.0</sumStat><sumStat type="max">2.0</sumStat><sumStat type="invd">93.0</sumStat><sumStat type="stdev">0.0</sumStat><catgry><catValu>1</catValu><labl level="category">i set the price</labl></catgry><catgry><catValu>4</catValu><labl level="category">decided by fish traders association</labl></catgry><catgry><catValu>2</catValu><labl level="category">we negotaite</labl></catgry><catgry><catValu>3</catValu><labl level="category">dictated by seller</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:KsXKCEKbG/rqzRyxPxGcoA==</notes></var><var ID="v18935841" name="C25c" intrvl="discrete"><location fileid="f3205026"/><sumStat type="min">NaN</sumStat><sumStat type="medn">NaN</sumStat><sumStat type="vald">0.0</sumStat><sumStat type="max">NaN</sumStat><sumStat type="stdev">NaN</sumStat><sumStat type="mean">NaN</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">224.0</sumStat><catgry><catValu>1</catValu><labl level="category">i set the price</labl></catgry><catgry><catValu>2</catValu><labl level="category">we negotaite</labl></catgry><catgry><catValu>3</catValu><labl level="category">dictated by seller</labl></catgry><catgry><catValu>4</catValu><labl level="category">decided by fish traders association</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:95K3+GC7lOVXYMDapyfVjQ==</notes></var><var ID="v18935826" name="C25d" intrvl="discrete"><location 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season</labl></catgry><catgry><catValu>4</catValu><labl level="category">depends on the type fish species</labl></catgry><catgry><catValu>1</catValu><labl level="category">depends on the price of other local traders</labl></catgry><catgry><catValu>5</catValu><labl level="category">fish size</labl></catgry><catgry><catValu>7</catValu><labl level="category">depends on the weigth</labl></catgry><catgry><catValu>3</catValu><labl level="category">depends on the operational cost</labl></catgry><catgry><catValu>6</catValu><labl level="category">fish quality</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:KkUr7i4JnZPWeyvbQT97ug==</notes></var><var ID="v18935829" name="C26f" intrvl="discrete"><location fileid="f3205026"/><sumStat type="vald">45.0</sumStat><sumStat type="mean">6.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="min">6.0</sumStat><sumStat type="mode">.</sumStat><sumStat 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type="Dataverse:UNF">UNF:6:oqEW4oQicSh6txNfH+KQ3w==</notes></var><var ID="v18935822" name="C27" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">is there seasonal change in volume</labl><sumStat type="max">1.0</sumStat><sumStat type="medn">1.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="invd">1.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="vald">223.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="mean">1.0</sumStat><catgry><catValu>1</catValu><labl level="category">yes</labl></catgry><catgry><catValu>2</catValu><labl level="category">no</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:DAs07HFIi7zXzrKho40TmQ==</notes></var><var ID="v18935842" name="C28a" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">factors influencing changes in volume </labl><sumStat type="invd">8.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="medn">1.0</sumStat><sumStat type="vald">216.0</sumStat><sumStat type="max">1.0</sumStat><sumStat type="mean">1.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="min">1.0</sumStat><catgry><catValu>2</catValu><labl level="category">hoarding</labl></catgry><catgry><catValu>1</catValu><labl level="category">seasonal changes</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:rC3hGVtl37wsmoyxzmX3XQ==</notes></var><var ID="v18935837" name="C28b" intrvl="discrete"><location fileid="f3205026"/><sumStat type="invd">188.0</sumStat><sumStat type="max">2.0</sumStat><sumStat type="mean">2.0</sumStat><sumStat type="min">2.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="vald">36.0</sumStat><sumStat type="stdev">0.0</sumStat><catgry><catValu>1</catValu><labl level="category">seasonal changes</labl></catgry><catgry><catValu>2</catValu><labl 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type="mean">53.73542600896854</sumStat><sumStat type="max">375.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="vald">223.0</sumStat><sumStat type="invd">1.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="medn">30.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:luDtqKfJ8dDK7XWqxa7zcw==</notes></var><var ID="v18935905" name="p34b" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">accommodation </labl><sumStat type="vald">50.0</sumStat><sumStat type="min">0.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="medn">0.0</sumStat><sumStat type="max">150.0</sumStat><sumStat type="invd">174.0</sumStat><sumStat type="mean">14.700000000000003</sumStat><sumStat type="stdev">28.195563408422377</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:bO9KGuzxghnjVVIkSwUhOQ==</notes></var><var ID="v18935877" name="p34c" intrvl="contin"><location fileid="f3205026"/><labl level="variable">feeding </labl><sumStat type="mode">.</sumStat><sumStat type="medn">12.0</sumStat><sumStat type="mean">15.586124401913874</sumStat><sumStat type="max">50.0</sumStat><sumStat type="stdev">8.735000814793874</sumStat><sumStat type="vald">209.0</sumStat><sumStat type="invd">15.0</sumStat><sumStat type="min">0.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:7K7j0mDKR8JWE1mIx747xw==</notes></var><var ID="v18935832" name="p34d" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">comminication </labl><sumStat type="mode">.</sumStat><sumStat type="vald">202.0</sumStat><sumStat type="stdev">2.4207705473371566</sumStat><sumStat type="invd">22.0</sumStat><sumStat type="max">16.0</sumStat><sumStat type="min">0.0</sumStat><sumStat type="mean">4.074257425742575</sumStat><sumStat type="medn">4.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:My1pq6gSsaUNiDpbdhDXvQ==</notes></var><var ID="v18935830" name="p34e" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">payment of unofficial charges </labl><sumStat type="stdev">11.054741836568176</sumStat><sumStat type="mean">4.5</sumStat><sumStat type="vald">42.0</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="max">60.0</sumStat><sumStat type="min">0.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">182.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:VLfMRTnf0GF0KMYpr+LiCw==</notes></var><var ID="v18935836" name="p34f" intrvl="contin"><location fileid="f3205026"/><labl level="variable">tax/market tolls </labl><sumStat type="mode">.</sumStat><sumStat type="max">200.0</sumStat><sumStat type="invd">20.0</sumStat><sumStat type="mean">13.453431372549023</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="stdev">24.563811300490496</sumStat><sumStat type="min">0.0</sumStat><sumStat type="vald">204.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:8C7+SA13DnXsRojEp7YZiQ==</notes></var><var ID="v18935859" name="p34g" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">labour </labl><sumStat type="medn">44.5</sumStat><sumStat type="vald">220.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="max">280.0</sumStat><sumStat type="min">2.0</sumStat><sumStat type="mean">57.17272727272726</sumStat><sumStat type="stdev">53.186302883786</sumStat><sumStat type="invd">4.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:1IVpFJLwkssN03p7WKKKMQ==</notes></var><var ID="v18935840" name="p34h" intrvl="contin"><location 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type="min">5.0</sumStat><sumStat type="vald">61.0</sumStat><sumStat type="medn">10.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:Ftv5tQGZNmY54bG5cDQhJg==</notes></var><var ID="v18935843" name="p35a" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">full time employees (point of purchase)</labl><sumStat type="min">0.0</sumStat><sumStat type="invd">92.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="medn">0.0</sumStat><sumStat type="stdev">1.7637467741492168</sumStat><sumStat type="vald">132.0</sumStat><sumStat type="mean">1.3939393939393951</sumStat><sumStat type="max">6.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:58fhFH18xjt8LEQ37aUM0g==</notes></var><var ID="v18935852" name="p35b" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">part-time employees (point of purchase)</labl><sumStat type="invd">26.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="max">10.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="mean">1.6565656565656561</sumStat><sumStat type="stdev">0.9628807893239241</sumStat><sumStat type="medn">1.0</sumStat><sumStat type="vald">198.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:noOxpe4cHombz4Sxlfc+ow==</notes></var><var ID="v18935823" name="p35c" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">family members (point of purchase)</labl><sumStat type="mean">3.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="medn">3.0</sumStat><sumStat type="max">3.0</sumStat><sumStat type="vald">1.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">223.0</sumStat><sumStat type="min">3.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:AV1v2o00VlCMw1O1r53i9Q==</notes></var><var ID="v18935892" name="p36a" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">full time employees (point of destination)</labl><sumStat type="mean">2.5</sumStat><sumStat type="min">1.0</sumStat><sumStat type="vald">2.0</sumStat><sumStat type="stdev">2.1213203435596424</sumStat><sumStat type="medn">2.5</sumStat><sumStat type="max">4.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">222.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:iQqyseiklcoV/NiQS0RNTQ==</notes></var><var ID="v18935889" name="p36b" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">part-time employees (point of destination</labl><sumStat type="max">3.0</sumStat><sumStat type="stdev">0.5811309383080231</sumStat><sumStat type="min">1.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">77.0</sumStat><sumStat type="medn">1.0</sumStat><sumStat type="vald">147.0</sumStat><sumStat type="mean">1.3469387755102045</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:OkAluaoywfXkJlFAmWFmww==</notes></var><var ID="v18935865" name="p36c" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">family members (point of destination</labl><sumStat type="mode">.</sumStat><sumStat type="min">1.0</sumStat><sumStat type="stdev">0.778498944161523</sumStat><sumStat type="mean">1.6666666666666667</sumStat><sumStat type="vald">12.0</sumStat><sumStat type="medn">1.5</sumStat><sumStat type="invd">212.0</sumStat><sumStat type="max">3.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:sGSNHtcey3Eb883SWAEuwg==</notes></var><var ID="v18935869" name="p37a" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">full time employee (amoung 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subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:qMoSMVo52XKrcjYVFGm+6A==</notes></var><var ID="v18935819" name="p37c" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">family friends ( amoung paid employees per month)</labl><sumStat type="vald">9.0</sumStat><sumStat type="min">70.0</sumStat><sumStat type="max">160.0</sumStat><sumStat type="stdev">29.486343354923555</sumStat><sumStat type="medn">110.0</sumStat><sumStat type="mean">112.22222222222223</sumStat><sumStat type="invd">215.0</sumStat><sumStat type="mode">.</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:JzXDIoLWIVN+Kj7jX7gDiA==</notes></var><var ID="v18935838" name="SectionF" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">Factors  influencing participation</labl><sumStat type="invd">224.0</sumStat><sumStat type="vald">0.0</sumStat><sumStat type="max">NaN</sumStat><sumStat type="min">NaN</sumStat><sumStat type="stdev">NaN</sumStat><sumStat type="medn">NaN</sumStat><sumStat type="mean">NaN</sumStat><sumStat type="mode">.</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:95K3+GC7lOVXYMDapyfVjQ==</notes></var><var ID="v18935851" name="Association" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">belongnes to co-operative association</labl><sumStat type="vald">223.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">1.0</sumStat><sumStat type="mean">1.9551569506726456</sumStat><sumStat type="stdev">0.2074248969341382</sumStat><sumStat type="max">2.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="medn">2.0</sumStat><catgry><catValu>1</catValu><labl level="category">yes</labl></catgry><catgry><catValu>2</catValu><labl level="category">no</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" 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type="invd">18.0</sumStat><sumStat type="vald">206.0</sumStat><sumStat type="mean">1.9854368932038835</sumStat><sumStat type="min">1.0</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="stdev">0.1200875834773219</sumStat><catgry><catValu>2</catValu><labl level="category">mobile phone</labl></catgry><catgry><catValu>3</catValu><labl level="category">internet</labl></catgry><catgry><catValu>1</catValu><labl level="category">community radio</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:94IVaMlCFRv2dLS4gXzFfQ==</notes></var><var ID="v18935824" name="MarketINFO" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">do you receive market information prior to sale </labl><sumStat type="invd">1.0</sumStat><sumStat type="medn">1.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="vald">223.0</sumStat><sumStat type="max">2.0</sumStat><sumStat 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type="min">1.0</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="vald">223.0</sumStat><sumStat type="stdev">0.4925822328202378</sumStat><catgry><catValu>1</catValu><labl level="category">yes</labl></catgry><catgry><catValu>2</catValu><labl level="category">no</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:qzxbEl6OaJCqegIfl1SFyA==</notes></var><var ID="v18935820" name="F47a" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">if yes, source </labl><sumStat type="max">2.0</sumStat><sumStat type="stdev">0.5</sumStat><sumStat type="min">1.0</sumStat><sumStat type="vald">4.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">220.0</sumStat><sumStat type="mean">1.25</sumStat><sumStat type="medn">1.0</sumStat><catgry><catValu>5</catValu><labl level="category">friends</labl></catgry><catgry><catValu>3</catValu><labl level="category">money lender</labl></catgry><catgry><catValu>1</catValu><labl level="category">bank</labl></catgry><catgry><catValu>2</catValu><labl level="category">micro finance</labl></catgry><catgry><catValu>4</catValu><labl level="category">family members</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:wyXh+5kKwkLZC1EJN57Bjw==</notes></var><var ID="v18935887" name="F47b" intrvl="discrete"><location fileid="f3205026"/><sumStat type="min">2.0</sumStat><sumStat type="max">3.0</sumStat><sumStat type="stdev">0.23550410797680285</sumStat><sumStat type="mean">2.057142857142857</sumStat><sumStat type="invd">189.0</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="vald">35.0</sumStat><sumStat type="mode">.</sumStat><catgry><catValu>2</catValu><labl level="category">micro finance</labl></catgry><catgry><catValu>1</catValu><labl level="category">bank</labl></catgry><catgry><catValu>5</catValu><labl level="category">friends</labl></catgry><catgry><catValu>4</catValu><labl level="category">family members</labl></catgry><catgry><catValu>3</catValu><labl level="category">money lender</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:swam0Mr5RjtIvU2jgDgr/g==</notes></var><var ID="v18935872" name="F47c" intrvl="discrete"><location fileid="f3205026"/><sumStat type="mean">3.0</sumStat><sumStat type="min">3.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="medn">3.0</sumStat><sumStat type="invd">195.0</sumStat><sumStat type="vald">29.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="max">3.0</sumStat><catgry><catValu>2</catValu><labl level="category">micro finance</labl></catgry><catgry><catValu>3</catValu><labl level="category">money lender</labl></catgry><catgry><catValu>1</catValu><labl level="category">bank</labl></catgry><catgry><catValu>5</catValu><labl level="category">friends</labl></catgry><catgry><catValu>4</catValu><labl level="category">family members</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:03nwErepI5EiRD79XAwU2Q==</notes></var><var ID="v18935885" name="F47d" intrvl="discrete"><location fileid="f3205026"/><sumStat type="mean">4.0</sumStat><sumStat type="min">4.0</sumStat><sumStat type="invd">187.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="max">4.0</sumStat><sumStat type="medn">4.0</sumStat><sumStat type="vald">37.0</sumStat><sumStat type="mode">.</sumStat><catgry><catValu>5</catValu><labl level="category">friends</labl></catgry><catgry><catValu>2</catValu><labl level="category">micro finance</labl></catgry><catgry><catValu>4</catValu><labl level="category">family members</labl></catgry><catgry><catValu>1</catValu><labl level="category">bank</labl></catgry><catgry><catValu>3</catValu><labl level="category">money lender</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:ka7UrhOkW7O9UzJQs5bBig==</notes></var><var ID="v18935881" name="F47e" intrvl="discrete"><location fileid="f3205026"/><sumStat type="max">5.0</sumStat><sumStat type="min">5.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="mean">5.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="medn">5.0</sumStat><sumStat type="invd">199.0</sumStat><sumStat type="vald">25.0</sumStat><catgry><catValu>2</catValu><labl level="category">micro finance</labl></catgry><catgry><catValu>5</catValu><labl level="category">friends</labl></catgry><catgry><catValu>3</catValu><labl level="category">money lender</labl></catgry><catgry><catValu>1</catValu><labl level="category">bank</labl></catgry><catgry><catValu>4</catValu><labl level="category">family members</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:R5wJkJ1HQ1UO7kHdEW5GHw==</notes></var><var ID="v18935891" name="RoadNetwork" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">describe the major part of road</labl><sumStat type="invd">1.0</sumStat><sumStat type="stdev">0.408767486077131</sumStat><sumStat type="min">1.0</sumStat><sumStat type="mean">1.2107623318385652</sumStat><sumStat type="medn">1.0</sumStat><sumStat type="vald">223.0</sumStat><sumStat type="max">2.0</sumStat><sumStat type="mode">.</sumStat><catgry><catValu>1</catValu><labl level="category">good</labl></catgry><catgry><catValu>2</catValu><labl level="category">bad</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:/SgGpgIZmY0N48OMZ27ASQ==</notes></var><var ID="v18935888" name="Distance" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">distance b/n place of start and destination </labl><sumStat type="max">NaN</sumStat><sumStat type="mean">NaN</sumStat><sumStat type="medn">NaN</sumStat><sumStat type="invd">224.0</sumStat><sumStat type="min">NaN</sumStat><sumStat type="stdev">NaN</sumStat><sumStat type="mode">.</sumStat><sumStat type="vald">0.0</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:95K3+GC7lOVXYMDapyfVjQ==</notes></var><var ID="v18935868" name="NearToBorder" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">do you stay near any entry border </labl><sumStat type="max">2.0</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="stdev">0.4779719204182167</sumStat><sumStat type="invd">1.0</sumStat><sumStat type="mean">1.6502242152466366</sumStat><sumStat type="mode">.</sumStat><sumStat type="vald">223.0</sumStat><catgry><catValu>1</catValu><labl level="category">yes</labl></catgry><catgry><catValu>2</catValu><labl level="category">no</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:I1D8Ii+9EOKkvQSWf81RHA==</notes></var><var ID="v18935890" name="FamilyTRADE" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">family members into fish trade before </labl><sumStat type="max">2.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="mean">1.6502242152466369</sumStat><sumStat type="vald">223.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">1.0</sumStat><sumStat type="stdev">0.47797192041821696</sumStat><sumStat type="medn">2.0</sumStat><catgry><catValu>2</catValu><labl level="category">no</labl></catgry><catgry><catValu>1</catValu><labl level="category">yes</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:LZwspeYrhIGDCZhp5DJm1w==</notes></var><var ID="v18935907" name="F54" intrvl="discrete"><location 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networks</labl></catgry><catgry><catValu>1</catValu><labl level="category">credit assistance</labl></catgry><catgry><catValu>3</catValu><labl level="category">shortages of product</labl></catgry><catgry><catValu>4</catValu><labl level="category">undeveloped markets</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:OIr8yR3DxQZZmckMuyxT9g==</notes></var><var ID="v18935898" name="F57b" intrvl="discrete"><location fileid="f3205026"/><sumStat type="stdev">0.13130643285972257</sumStat><sumStat type="mean">2.0172413793103448</sumStat><sumStat type="vald">58.0</sumStat><sumStat type="max">3.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="invd">166.0</sumStat><sumStat type="min">2.0</sumStat><sumStat type="medn">2.0</sumStat><catgry><catValu>1</catValu><labl level="category">credit assistance</labl></catgry><catgry><catValu>4</catValu><labl level="category">undeveloped markets</labl></catgry><catgry><catValu>2</catValu><labl level="category">road networks</labl></catgry><catgry><catValu>3</catValu><labl level="category">shortages of product</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:XG7YDp1Uxoaa05uLpOpUIg==</notes></var><var ID="v18935821" name="F57C" intrvl="discrete"><location fileid="f3205026"/><sumStat type="invd">187.0</sumStat><sumStat type="max">4.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="mean">3.027027027027027</sumStat><sumStat type="stdev">0.1643989873053572</sumStat><sumStat type="vald">37.0</sumStat><sumStat type="medn">3.0</sumStat><sumStat type="min">3.0</sumStat><catgry><catValu>4</catValu><labl level="category">undeveloped markets</labl></catgry><catgry><catValu>3</catValu><labl level="category">shortages of product</labl></catgry><catgry><catValu>2</catValu><labl level="category">road networks</labl></catgry><catgry><catValu>1</catValu><labl level="category">credit assistance</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:XNVBBEBpH14ub8W3noll4A==</notes></var><var ID="v18935871" name="F57d" intrvl="discrete"><location fileid="f3205026"/><sumStat type="min">4.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="vald">31.0</sumStat><sumStat type="mean">4.0</sumStat><sumStat type="max">4.0</sumStat><sumStat type="invd">193.0</sumStat><sumStat type="medn">4.0</sumStat><catgry><catValu>2</catValu><labl level="category">road networks</labl></catgry><catgry><catValu>4</catValu><labl level="category">undeveloped markets</labl></catgry><catgry><catValu>1</catValu><labl level="category">credit assistance</labl></catgry><catgry><catValu>3</catValu><labl level="category">shortages of product</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:16bJOwxRIPxolVTn+2abXQ==</notes></var><var ID="v18935854" name="F58a" intrvl="discrete"><location fileid="f3205026"/><labl level="variable">assisstance you will need</labl><sumStat type="medn">1.0</sumStat><sumStat type="vald">200.0</sumStat><sumStat type="min">1.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="mean">1.0</sumStat><sumStat type="invd">24.0</sumStat><sumStat type="max">1.0</sumStat><sumStat type="mode">.</sumStat><catgry><catValu>1</catValu><labl level="category">credit facilities</labl></catgry><catgry><catValu>2</catValu><labl level="category">good roads</labl></catgry><catgry><catValu>3</catValu><labl level="category">remove rooad barries</labl></catgry><catgry><catValu>4</catValu><labl level="category">develop market facilities</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:lw+vi/UB6HTjlel0kU+Djw==</notes></var><var ID="v18935870" name="F58b" intrvl="discrete"><location fileid="f3205026"/><sumStat type="min">1.0</sumStat><sumStat type="mean">1.9090909090909092</sumStat><sumStat type="invd">202.0</sumStat><sumStat type="stdev">0.29424494316824984</sumStat><sumStat type="mode">.</sumStat><sumStat type="max">2.0</sumStat><sumStat type="medn">2.0</sumStat><sumStat type="vald">22.0</sumStat><catgry><catValu>3</catValu><labl level="category">remove rooad barries</labl></catgry><catgry><catValu>2</catValu><labl level="category">good roads</labl></catgry><catgry><catValu>1</catValu><labl level="category">credit facilities</labl></catgry><catgry><catValu>4</catValu><labl level="category">develop market facilities</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:UAK33fCGG1GiIncVK7kSiA==</notes></var><var ID="v18935862" name="F58c" intrvl="discrete"><location fileid="f3205026"/><sumStat type="vald">10.0</sumStat><sumStat type="min">3.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="mean">3.0</sumStat><sumStat type="stdev">0.0</sumStat><sumStat type="invd">214.0</sumStat><sumStat type="max">3.0</sumStat><sumStat type="medn">3.0</sumStat><catgry><catValu>1</catValu><labl level="category">credit facilities</labl></catgry><catgry><catValu>4</catValu><labl level="category">develop market facilities</labl></catgry><catgry><catValu>3</catValu><labl level="category">remove rooad barries</labl></catgry><catgry><catValu>2</catValu><labl level="category">good roads</labl></catgry><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:0Ggz5ihtF3SgsO4gCeLbeQ==</notes></var><var ID="v18935855" name="F58d" intrvl="discrete"><location fileid="f3205026"/><sumStat type="stdev">0.16903085094570336</sumStat><sumStat 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