{"uid":"cap_UmhhpcsTYG5gROlmWpG2K","slug":"reading-activity-string-normalisation-and-numeric-row-ordering-066b9126","name":"Reading Activity String Normalisation and Numeric Row Ordering","description":"Reading activity — String normalisation + Numeric row ordering: String normalisation + Numeric row ordering for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-education-04-025?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","pages_read","reading_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"pages_read":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80},"reading_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","pages_read":10,"course_group":"group-a","reading_minutes":1},{"date":"2026-10-02","row_id":"row-2","pages_read":20,"course_group":"group-b","reading_minutes":2},{"date":"2026-10-03","row_id":"row-3","pages_read":15,"course_group":"group-a","reading_minutes":3},{"date":"2026-10-04","row_id":"row-4","pages_read":30,"course_group":"group-b","reading_minutes":4}],"maxItems":200,"minItems":1},"field":{"enum":["pages_read","reading_minutes"],"type":"string","default":"pages_read"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_Qlq8tbsssE2JuNJphB8oF","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Normalises string fields and applies numeric row ordering to supplied reading activity records (pages_read, reading_minutes) across up to 200 rows, producing 2 analytical reports.","exampleAgentPrompt":"Take my reading activity records — row-1 on 2026-10-01 with 10 pages and 1 minute for group-a, row-2 on 2026-10-02 with 20 pages and 2 minutes for group-b — normalise the course_group strings and give me the rows ordered numerically by pages_read.","exampleUseCases":[{"title":"Rank student reading logs by pages","prompt":"I have 50 reading activity records with row IDs, dates, course groups, pages read, and reading minutes — can you normalise the course group names and sort all the rows numerically by pages_read so I can see who read the most?"},{"title":"Clean and order reading minutes data","prompt":"Here are 120 reading activity entries for my class across multiple groups. Please normalise the string fields and order the rows by reading_minutes so I can identify the highest and lowest reading-time sessions."},{"title":"Prepare reading data for curriculum report","prompt":"I need two quick reports on this reading activity dataset of 80 rows: one that normalises the course_group strings and one that ranks rows by pages_read numerically. Can you run that for me?"}],"resultDescription":"Returns two analytical reports for the supplied reading activity rows: one applying string normalisation to text fields (such as course_group), and one ordering the rows numerically by the selected field (pages_read or reading_minutes). No external lookups or predictions are made; all processing is local.","failureModes":["Exceeding 200 rows returns an error or truncation","Missing required fields (row_id, date, pages_read, reading_minutes) causes validation failure","Invalid date format (not YYYY-MM-DD) triggers a pattern mismatch error","Invalid field enum value (anything other than pages_read or reading_minutes) rejected","Empty rows array not accepted (minItems: 1)","Numeric values outside allowed range cause rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 reading activity records and need both string normalisation of categorical fields and numeric ordering of quantitative fields in a single low-cost call. It is ideal for education analytics pipelines where data cleaning and ranking are needed before downstream reporting, and no live data lookup or prediction is required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:38:40.563Z","isFirstParty":false,"canonicalSlug":"reading-activity-string-normalisation-and-numeric-row-ordering-066b9126"}