数据、许可与复现

每课内嵌冻结的数据快照,来源信息和原始响应哈希保留在 notebook 中。

来源上游许可获取日期
RefSeq HBB/HBDNCBI public sequence data2026-10-09
airway read countsLGPL (airway package); original experiment: Himes et al. 20142026-10-09
Reactome human Ensembl pathway mappingCC0 1.02026-10-09
STRING physical networkCC BY 4.0 (STRING data)2026-10-09
STRING identifier mappingCC BY 4.0 (STRING data)2026-10-09
PDB 1A3N coordinatesCC0 1.02026-10-09
RCSB 1A3N entry metadataCC0 1.02026-10-09
Historical novel 1342Original novel public domain in USA; complete source ebook and its Project Gutenberg license retained; free distribution and acknowledgment links2026-10-09
Historical novel 84Original novel public domain in USA; complete source ebook and its Project Gutenberg license retained; free distribution and acknowledgment links2026-10-09
NIST CODATA physical constantsNIST public reference data; credit NIST/CODATA2026-10-09
ECB SDMX euro reference exchange ratesECB copyright / free reuse with accurate source attribution; data obtained free from ECB; derived returns explicitly labelled2026-10-09
GWOSC GW150914 v3 event metadataCC BY 4.0; acknowledge GWOSC, LIGO, Virgo and KAGRA; GWTC-1 DOI 10.7935/82H3-HH232026-10-09
GWOSC H1 32 second strainCC BY 4.0; credit GWOSC and collaborations; DOI 10.7935/82H3-HH232026-10-09
IAPWS saturation reference releaseIAPWS SR1-86(1992): unrestricted publication allowed in all countries (cover page)2026-10-09
Authored numerical teaching model parametersOriginal teaching parameters/code MIT; reference equation coefficients attributed to IAPWS SR1-86(1992)2026-10-09
PubChem calculated molecular propertiesNCBI public data; PubChem computed properties only; credit PubChem; no third-party narrative annotations included2026-10-09
PubChem 2D SDF 702NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 176NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 241NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 887NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 180NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 2519NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 2244NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem 2D SDF 750NCBI public data; PubChem standardized structure; credit PubChem2026-10-09
PubChem caffeine 3D conformerNCBI public data; PubChem computed conformer; credit PubChem2026-10-09
UCI irisCC BY 4.0; credit UCI and original dataset authors2026-10-09
UCI wineCC BY 4.0; credit UCI and original dataset authors2026-10-09
UCI bikeCC BY 4.0; credit UCI and original dataset authors2026-10-09
UCI energyCC BY 4.0; credit UCI and original dataset authors2026-10-09
World Bank economy metadataWorld Bank CC BY 4.0 with additional terms; retain original indicator attribution2026-10-09
World Bank NY.GDP.PCAP.KDWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata NY.GDP.PCAP.KDWorld Bank CC BY 4.0 with additional terms2026-10-09
World Bank NY.GDP.MKTP.KDWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata NY.GDP.MKTP.KDWorld Bank CC BY 4.0 with additional terms2026-10-09
World Bank SP.POP.TOTLWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata SP.POP.TOTLWorld Bank CC BY 4.0 with additional terms2026-10-09
World Bank SP.DYN.LE00.INWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata SP.DYN.LE00.INWorld Bank CC BY 4.0 with additional terms2026-10-09
World Bank FP.CPI.TOTLWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata FP.CPI.TOTLWorld Bank CC BY 4.0 with additional terms2026-10-09
World Bank FP.CPI.TOTL.ZGWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata FP.CPI.TOTL.ZGWorld Bank CC BY 4.0 with additional terms2026-10-09
World Bank SI.POV.GINIWorld Bank CC BY 4.0 with additional terms; original sources retained in indicator metadata2026-10-09
World Bank indicator metadata SI.POV.GINIWorld Bank CC BY 4.0 with additional terms2026-10-09
Drug complex 1IEP coordinatesCC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1IEP entry metadataCC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1IEP polymer entity 1CC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex STI chemical componentCC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1N8Z coordinatesCC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1N8Z entry metadataCC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1N8Z polymer entity 1CC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1N8Z polymer entity 2CC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
Drug complex 1N8Z polymer entity 3CC0 1.0 (wwPDB data); credit depositors and primary publication2026-10-10
数据的第三方许可独立于本课程的代码与讲解。airway 保留上游 LGPL 声明及原始源文件链接;Reactome 与 PDB 数据按 CC0 提供;STRING 数据注明来源及 CC BY 4.0。

完整来源清单、数据转换代码和验证报告随课程源文件提供。 cookbook-src