{"@context":"https://schema.org","@type":"Dataset","name":"Bakery Cafes in Ikola Odunsi, Nigeria: Ranked ordering","description":"Ranked's ordered list of bakery cafes in Ikola Odunsi, Lagos State, Nigeria, with the composite score behind every position. Ranking is computed from review data and is never for sale.","url":"https://ranked.ng/bakery-cafes/ikola-odunsi","license":"https://ranked.ng/terms","creator":{"@type":"Organization","name":"Ranked","url":"https://ranked.ng"},"isAccessibleForFree":true,"distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://ranked.ng/dataset/rankings/bakery-cafes/ikola-odunsi.json"}],"usage":{"citation":"Ranked (ranked.ng), Nigeria's directory of record","attributionUrl":"https://ranked.ng/bakery-cafes/ikola-odunsi","methodology":"https://ranked.ng/how-we-rank","note":"Ranking position is editorial output computed from review data. Paid placement never affects position. The verified flag is granted only on evidence (owner phone-control proof, CAC registry match, or a hand-approved claim) and is never sold."},"spatialCoverage":{"@type":"City","name":"Ikola Odunsi, Lagos State, Nigeria"},"scoreModel":{"compositeRange":[0,100],"compositeDecimals":3,"breakdownPrecision":"exact","dimensions":["rating","volume","recency","completeness","sentiment","verification"],"weights":{"rating":0.38,"volume":0.24,"recency":0.13,"completeness":0.1,"sentiment":0.1,"verification":0.05},"weightsVersion":"2026-07-16","weightsEffectiveFrom":"2026-07-16","reproduce":"rankedScore = round(sum over `dimensions`, in that order, of scoreBreakdown[d] * weights[d], to `compositeDecimals` decimals). scoreBreakdown values are 0-100 and unrounded, so this reproduces the published rankedScore exactly. To recompute a place from scratch instead of re-summing it, apply the dimension formulas at https://ranked.ng/how-we-rank to `scoreInputs`, which holds the values read at `scoreComputedAt`, not the values on the listing today.","weightsHistory":[{"version":"2026-05-23","until":"2026-07-16","weights":{"rating":0.36,"volume":0.22,"recency":0.12,"completeness":0.1,"sentiment":0.1,"verification":0.05,"featured":0.05},"note":"Phase 1.5 weights. Paid placement (featured) carried 5% of the composite until it was removed on 16 July 2026 and redistributed to rating, volume and recency. Scores published before that date were computed with it."}],"note":"Weights sum to 1.0 and are applied identically to every business. Paid placement is not a dimension and never moves a position. A weights change is dated here before it is applied, because a change with no dated record would make every previously published score unreproducible with no way to tell that from an error."},"dateModified":"2026-09-04","totalRanked":6,"totalGoogleReviews":98,"returned":6,"reproducibility":{"rows":6,"reproducible":3,"note":"3 of 6 rows were scored before 7 September 2026 and carry a breakdown rounded to 2 decimals; each is flagged with scoreReproducible: false. They close on the next re-rank."},"places":[{"rank":1,"name":"Debs kitchen and confectionery","url":"https://ranked.ng/place/debs-kitchen-and-confectionery-br6-em","rankedScore":60.417,"scoreBreakdown":{"rating":94.27,"volume":41.01,"recency":23.73,"completeness":66.67,"sentiment":50,"verification":0},"scoreComputedAt":"2026-09-06T13:12:12.461Z","scoreInputs":null,"sentimentScore":null,"differentiator":null,"googleRating":4.9,"googleReviewCount":16,"address":"Diamond Estate, Command Rd, Ipaja, Lagos 100278, Lagos, Nigeria","phone":"0810 015 0939","website":"https://debskitchenandconfectionery.com.ng/","identifiers":{"cacRcNumber":null,"googlePlaceId":"ChIJhUOo72OROxAROnRNzbr6-EM"},"ownerVerified":false,"isFeatured":false},{"rank":2,"name":"Custom cakes, kids birthday cakes, celebration cakes & cake training in Lagos","url":"https://ranked.ng/place/custom-cakes-kids-birthday-cakes-celebration-cakes-and-cake-training-in-lagos-ycfx9o","rankedScore":58.443,"scoreBreakdown":{"rating":91.68,"volume":52.66,"recency":20.25,"completeness":33.33,"sentiment":50,"verification":0},"scoreComputedAt":"2026-09-06T13:12:12.461Z","scoreInputs":null,"scoreReproducible":false,"scoreNote":"This row was scored before 7 September 2026. Its breakdown was stored rounded to 2 decimals, so re-summing it lands within about 0.005 of rankedScore rather than exactly on it. The row is republished as it was computed and closes on the next re-rank.","sentimentScore":null,"differentiator":null,"googleRating":4.7,"googleReviewCount":37,"address":"No8 Omonije street, Aboru - Abesan Link Brg, Ipaja, Lagos 100323, Lagos, Nigeria","phone":"0903 190 6662","website":null,"identifiers":{"cacRcNumber":null,"googlePlaceId":"ChIJbXiRLeqROxARI8UPBYcFx9o"},"ownerVerified":false,"isFeatured":false},{"rank":3,"name":"Ohh Jay Confectionery","url":"https://ranked.ng/place/ohh-jay-confectionery-7wttu4","rankedScore":57.892,"scoreBreakdown":{"rating":95.26,"volume":43.37,"recency":22.71,"completeness":33.33,"sentiment":50,"verification":0},"scoreComputedAt":"2026-09-06T13:12:12.461Z","scoreInputs":null,"scoreReproducible":false,"scoreNote":"This row was scored before 7 September 2026. Its breakdown was stored rounded to 2 decimals, so re-summing it lands within about 0.005 of rankedScore rather than exactly on it. The row is republished as it was computed and closes on the next re-rank.","sentimentScore":null,"differentiator":null,"googleRating":5,"googleReviewCount":19,"address":"3 Onifade way, igbogila, Alimosho, Ikeja 100001, Lagos, Nigeria","phone":"0805 241 7495","website":null,"identifiers":{"cacRcNumber":null,"googlePlaceId":"ChIJQXJtlbSbOxARdrE2e7WttU4"},"ownerVerified":false,"isFeatured":false},{"rank":4,"name":"Café Delició","url":"https://ranked.ng/place/cafe-delicio-z_cvho","rankedScore":54.336,"scoreBreakdown":{"rating":94.27,"volume":41.84,"recency":1.07,"completeness":33.33,"sentiment":50,"verification":0},"scoreComputedAt":"2026-09-06T13:12:12.461Z","scoreInputs":null,"sentimentScore":null,"differentiator":null,"googleRating":4.9,"googleReviewCount":17,"address":"Shagari Estate, Mosan road, DF Street, house 22,Alimosho road, Ipaja, Mosan, Lagos 102213, Lagos, Nigeria","phone":"0803 855 3471","website":null,"identifiers":{"cacRcNumber":null,"googlePlaceId":"ChIJpxdZmYqQOxARHMVuoZ_CVho"},"ownerVerified":false,"isFeatured":false},{"rank":5,"name":"Layo’s bakery","url":"https://ranked.ng/place/layo-s-bakery-nt0aoc","rankedScore":48.254,"scoreBreakdown":{"rating":85.81,"volume":31.81,"recency":23.15,"completeness":0,"sentiment":50,"verification":0},"scoreComputedAt":"2026-09-06T13:12:12.461Z","scoreInputs":null,"scoreReproducible":false,"scoreNote":"This row was scored before 7 September 2026. Its breakdown was stored rounded to 2 decimals, so re-summing it lands within about 0.005 of rankedScore rather than exactly on it. The row is republished as it was computed and closes on the next re-rank.","sentimentScore":null,"differentiator":null,"googleRating":4.4,"googleReviewCount":8,"address":"2 Victory Close, Ipaja, Agege 102213, Lagos, Nigeria","phone":null,"website":null,"identifiers":{"cacRcNumber":null,"googlePlaceId":"ChIJByZurbqbOxAR-gXeent0AOc"},"ownerVerified":false,"isFeatured":false},{"rank":6,"name":"Eltimby Cakes and More","url":"https://ranked.ng/place/eltimby-cakes-and-more-wggdje","rankedScore":47.129,"scoreBreakdown":{"rating":95.26,"volume":10.03,"recency":1.46,"completeness":33.33,"sentiment":50,"verification":0},"scoreComputedAt":"2026-09-06T13:12:12.461Z","scoreInputs":null,"sentimentScore":null,"differentiator":null,"googleRating":5,"googleReviewCount":1,"address":"Block 613 Flat 4 Abesan Estate Alimosho, Ipaja, Lagos 102213, Lagos, Nigeria","phone":"0803 588 4592","website":null,"identifiers":{"cacRcNumber":null,"googlePlaceId":"ChIJKxDO0tqROxAR5wM0_WGgDJE"},"ownerVerified":false,"isFeatured":false}]}