Allotrope Schemas

Allotrope Validation Schemas

This page contains the validation schemas to validate Pandas DataFrames against Allotrope data models (ADM). All models with a REC (recommendation) status is currently supported. Each schema corresponds to the most recent recommended data model for each instrument.

Example code for validating a Pandas DataFrame against a schema is shown below. For more information on validation functionality, see Pandera documentation.

from ganymede_sdk.validation.allotrope import *
automated_reactors_schema = AutomatedReactorsSchema()

# Validate data types of an example DataFrame called df_reactor_FTIR
# which contains the FTIR document from the Automated Reactors schema
df_reactor_FTIR = automated_reactors_schema.FTIR_profile.validate(df_reactor_FTIR)

instrument AutomatedReactorsSchema

table FTIR_profile

• probe type: str
• radiation source type: str
• spectrometer type: str
• detector type: str

table NIR_profile

• measurement device identifier: str
• probe identifier: str
• probe type: str
• radiation source type: str
• spectrometer type: str
• detector type: str

table RAMAN_profile

• measuring device identifier: str
• probe identifier: str
• probe type: str
• radiation source type: str
• excitation laser power setting: float64
• dark background correction active: bool
• spectrometer type: str
• detector type: str

table UV_Vis_profile

• measuring device identifier: str
• probe identifier: str
• probe type: str
• cell path length: float64
• detector type: str

table analyte_document

• analyte name: str
• m/z setting: float64

table analyte_name

• analyte name: str
• m/z setting: float64

table angular_velocity_profile

• description: str
• device identifier: str
• Data Cube: str

table background_document

• resolution: float64
• detector gain setting: float64
• optical velocity: float64
• aperture size setting: float64
• number of averages: int64
• integration time: float64
• apodization name: str
• phase correction: str
• zero filling factor: float64
• excitation laser power setting: float64
• dark background correction active: bool
• baseline: str
• slit width setting: float64

table chemical_document

• chemical name: str
• reaction component role type: str
• molar mass: float64
• SMILES molecular structure: str
• InChI molecular structure: str
• InChIKey molecular structure: str
• Molfile molecular structure: str

table chord_length_distibution_profile

• measuring device identifier: str
• probe identifier: str
• probe type: str
• calibration time: datetime64[ns]
• laser rotation speed setting: float64
• chord selection setting: str
• stuck particle correction enable setting: bool
• measured laser rotation speed data cube: str
• Chord Length Distribution Data Cube: str

table concentration_profile

• measuring device identifier: str
• probe identifier: str
• probe type: str
• analyte name: str
• calibration assessment: str
• calibration time: datetime64[ns]
• Data Cube: str

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• batch identifier: str
• device identifier: str
• baseline: str
• mass spectrum: str

table flow_rate_profile

• device identifier: str
• description: str
• Data Cube: str

table heat_flow__profile

• description: str
• device identifier: str
• Data Cube: str

table heat_flow_profile

• description: str
• device identifier: str
• Data Cube: str

table heating_or_cooling_rate_profile

• description: str
• device identifier: str
• Data Cube: str

table impedance_scan_profile

• measuring device identifier: str
• probe identifier: str
• probe type: str
• impedance scan data cube: str
• impedance spectrum data cube: str

table jacket_temperature_profile

• description: str
• device identifier: str
• jacket temperature Data Cube: str

table log_entry

• observation: str
• scalar timestamp datum: datetime64[ns]
• elapsed time: float64

table mass_profile

• description: str
• device identifier: str
• Data Cube: str

table mass_spectrometry_document

• equipment serial number: str
• emission current setting: float64
• electron energy setting: float64
• mass spectrometry tune file: str
• mass spectrum: str

table measurement_document

• resolution: float64
• detector gain setting: float64
• optical velocity: float64
• aperture size setting: float64
• number of averages: int64
• integration time: int64
• apodization name: str
• phase correction: str
• zero filling factor: float64
• three-dimensional FTIR spectrum: str
• three-dimensional RAMAN spectrum: str
• three-dimensional Near IR spectrum: str
• electronic absorbance bandwidth setting: float64
• slit width setting: float64
• three-dimensional ultraviolet spectrum: str

table observation

• scalar timestamp datum: datetime64[ns]

table overhead_stirring_rate_profile

• description: str
• device identifier: str
• stirring rate data cube: str

table pH_profile

• measuring device identifier: str
• probe identifier: str
• probe type: str
• pH Data Cube: str

table profile

• description: str
• device identifier: str
• Data Cube: str

table purge_gas_flow_rate_profile

• device identifier: str
• description: str
• purge gas type: str
• Purge Gas Flow Data Cube: str

table reaction_temperature_profile

• description: str
• device identifier: str
• reaction temperature Data Cube: str

table sample_document

• sample identifier: str
• description: str
• scalar timestamp datum: datetime64[ns]
• elapsed time: float64

table scalar_timestamp_datum

• elapsed time: float64

table standard_aggregate_document

• pH calibration slope: float64
• calibration assessment: str
• calibration time: datetime64[ns]

table standard_document

• batch identifier: str
• temperature: float64
• standard nominal value: float64
• standard measured value: float64

table temperature_profile

• description: str
• device identifier: str
• Data Cube: str

table volume_profile

• device identifier: str
• description: str
• Data Cube: str

instrument BalanceSchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• equipment serial number: str
• batch identifier: str
• calibration time: datetime64[ns]
• calibration certificate identifier: str
• sample weight: float64
• gross weight: float64
• tare weight: float64

instrument BulkDensitySchema

table document

• measurement time: datetime64[ns]
• equipment serial number: str
• asset management identifier: str
• analytical method identifier: str
• sample identifier: str
• measurement identifier: str
• analyst: str
• batch identifier: str
• assay data identifier: str
• assay comment: str
• material identifier: str
• balance identifier: str
• tare weight: float64
• gross weight: float64
• sample weight: float64

table intermediate_tapped_density_document

• cumulative count datum: int64
• volume: float64
• cumulative count: int64

table loose_density_document

• volume: float64
• loose density result: float64

table tapped_density_document

• tapped density result: float64

instrument CellCountingSchema

table cell_counting_document

• analyst: str
• submitter: str

table data_processing_document

• cell type processing method: str
• minimum cell diameter setting: float64
• maximum cell diameter setting: float64
• cell density dilution factor: float64

table data_system_document

• data system instance identifier: str
• file name: str
• UNC path: str
• software name: str
• software version: str
• ASM converter name: str
• ASM converter version: str

table device_control_document

• device type: str
• sample volume setting: float64
• detection type: str
• illumination setting: float64
• exposure duration setting: float64
• detector gain setting: float64
• excitation wavelength setting: float64
• detector wavelength setting: float64
• fluorescent tag setting: str

table device_system_document

• device identifier: str
• model number: str
• device serial number: str

table image_aggregate_document

• image document: str

table image_document

• index: int64
• experimental data identifier: str

table measurement_document

• measurement identifier: str
• measurement time: datetime64[ns]

table processed_data_document

• viability (cell counter): float64
• total cell density (cell counter): float64
• viable cell density (cell counter): float64
• dead cell density (cell counter): float64
• average total cell diameter: float64
• average viable cell diameter (cell counter): float64
• average dead cell diameter (cell counter): float64
• total cell count: float64
• viable cell count: float64
• dead cell count: float64
• average total cell circularity: float64
• average viable cell circularity: float64
• fluorescence tag positive cell count: float64
• fluorescence tag positive cell density: float64
• fluorescence tag positive percentage: float64

table sample_document

• sample identifier: str
• batch identifier: str
• sample role type: str
• location identifier: str
• local identifier: str

instrument CellCultureAnalyzerSchema

table ammonium_analysis_document_cell_culture

• molar concentration: float64

table calcium_analysis_document_cell_culture

• molar concentration: float64

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• equipment serial number: str
• batch identifier: str
• osmolality: float64
• viable cell density (cell counter): float64
• viability (cell counter): float64
• total cell density (cell counter): float64
• average live cell diameter (cell counter): float64
• data processing time: datetime64[ns]

table glucose_analysis_document_cell_culture

• mass concentration: float64

table glutamate_analysis_document_cell_culture

• molar concentration: float64

table glutamine_analysis_document_cell_culture

• molar concentration: float64

table lactate_analysis_document_cell_culture

• mass concentration: float64

table lactate_dehydrogenase_analysis_document_cell_culture

• molar concentration: float64

table phosphate_analysis_document_cell_culture

• molar concentration: float64

table potassium_analysis_document_cell_culture

• molar concentration: float64

table sodium_analysis_document_cell_culture

• molar concentration: float64

instrument CodeReaderSchema

table document

• code scan result: str
• equipment serial number: str
• measurement time: datetime64[ns]
• analyst: str
• calibration time: datetime64[ns]
• device response signal: str
• control command: str

instrument ConductivitySchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• equipment serial number: str
• batch identifier: str
• electric conductivity: float64
• temperature: float64

instrument CoulometricOvenKfSchema

table device_acquisition_method

• method name: str
• purge gas type: str
• maximum run time setting: float64
• change rate end point setting: float64
• drying temperature setting: float64
• titrant solution type: str
• titration solvent type: str

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• asset management identifier: str
• analytical method identifier: str
• assay identifier: str
• assay comment: str
• calibration time: datetime64[ns]

table measurement_aggregate_document

• arithmetic mean: float64
• relative standard deviation: float64

table measurement_document

• sample role type: str
• measurement identifier: str
• measurement time: datetime64[ns]
• method name: str
• analyst: str
• vial location identifier: str
• balance identifier: str
• sample weight: float64
• sample identifier: str
• batch identifier: str
• assay identifier: str
• absolute water content: float64
• expiry time prescription: datetime64[ns]
• water mass concentration: float64
• water mass fraction: float64
• material identifier: str
• experimental data identifier: str

instrument DifferentialScanningCalorimetrySchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• equipment serial number: str
• batch identifier: str
• asset management identifier: str
• analytical method identifier: str
• assay data identifier: str
• assay comment: str
• material identifier: str
• balance identifier: str
• sample weight: float64
• device method identifier: str
• container type: str
• container state description: str

table endothermic_peak

• transition assignment: str
• peak onset temperature: float64
• peak temperature: float64
• transition enthalpy: float64

table exothermic_peak

• transition assignment: str
• peak onset temperature: float64
• peak temperature: float64
• transition enthalpy: float64

table glass_transition_peak

• transition assignment: str
• glass transition temperature: float64
• heat capacity (dsc): float64

instrument DisintegrationSchema

table document

• ADF converter name: str
• ADF converter method identifier: str
• ADF converter version: str
• product manufacturer: str
• model number: str
• firmware version: str
• asset management identifier: str
• measurement identifier: str
• end time: datetime64[ns]
• measurement time: datetime64[ns]
• device method identifier: str
• sample temperature setting: float64
• maximum run time setting: float64
• disintegration apparatus disc type: str
• disintegration apparatus basket identifier: str
• solvent identifier: str
• arithmetic mean: float64
• standard deviation: float64
• minimum value: float64
• maximum value: float64
• batch identifier: str
• material suitability specification: str
• relative standard deviation: float64
• quantity range: float64
• position: str
• elapsed time: float64
• specification assessment: bool

table solvent_identifier

• fill depth: float64
• description: str

instrument DvsSchema

table document

• measurement time: datetime64[ns]
• device identifier: str
• experimental data identifier: str
• measurement method identifier: str
• sample identifier: str
• measurement identifier: str
• analyst: str
• batch identifier: str
• analytical method identifier: str
• assay identifier: str
• assay comment: str
• material identifier: str
• sample preparation description: str
• sample weight: float64
• hygroscopicity type: str
• hysteresis assessment: str

instrument FluorescenceEndpointSchema

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector distance setting (plate reader): float64
• integration time: float64
• number of averages: float64
• detector gain setting: str
• scan position setting (plate reader): str
• detector carriage speed setting: str
• detector wavelength setting: float64
• detector bandwidth setting: float64
• wavelength filter cutoff setting: float64
• excitation wavelength setting: float64
• excitation bandwidth setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufacturer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table measurement_aggregate_document

• measurement time: datetime64[ns]
• analytical method identifier: str
• experimental data identifier: str
• experiment type: str
• container type: str
• plate well count: float64
• well volume: float64

table measurement_document

• detection type: str
• measurement identifier: str
• compartment temperature: float64
• fluorescence: float64

table plate_reader_document

• analyst: str
• submitter: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• well location identifier: str
• vial location identifier: str
• location identifier: str
• mass concentration: float64

instrument FoamHeightSchema

table bubble_document

• pixel count: float64
• eccentricity: float64
• relative location: str
• centroid y-coordinate: float64
• centroid x-coordinate: float64

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• maximum row setting (foam height): float64
• foam detection sensitivity setting: float64
• smoothing window setting: int64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table foam_height_document

• analyst: str
• submitter: str

table measurement_aggregate_document

• assay data identifier: str

table measurement_document

• detection type: str
• measurement identifier: str
• file path: str
• pixel density: float64
• liquid start row: float64
• liquid end row: float64
• foam detection result: bool
• foam start row: float64
• foam end row: float64
• liquid row count: float64
• foam row count: float64
• total row count (foam height): int64
• liquid height: float64
• total foam height: float64
• total material height: float64
• air gap detection result: bool
• normalized foam row count: float64
• normalized foam height: float64
• above gap foam row count: float64
• below gap foam row count: float64
• liquid homogeneity gradient: float64
• exception description: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str

instrument FoamQualificationSchema

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector distance setting (foam qualification): float64
• measurement delay setting: float64
• detection duration setting: float64
• dielectric polarization field frequency setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufacturer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table foam_qualification_document

• analyst: str
• submitter: str

table measurement_aggregate_document

• measurement time: datetime64[ns]
• experimental data identifier: str

table measurement_document

• detection type: str
• measurement identifier: str
• ambient temperature: float64
• ambient pressure: float64
• relative humidity: float64
• polyol reservoir temperature: float64
• isocyanate reservoir temperature: float64
• plate temperature: float64
• plate heater temperature: float64
• reaction duration: float64
• container type: str
• force gauge type: str
• container shape: str
• container height: float64
• container diameter: float64
• process termination state type: str
• start height: float64
• end height: float64
• gel time: float64
• foam profile data cube: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str

table statistics_document

• statistical feature: str
• maximum value: float64
• acquisition time: float64

instrument FplcSchema

table chromatography_column_document

• chromatography column part number: str
• chromatography column serial number: str
• chromatography column length: float64
• column inner diameter: float64
• chromatography column chemistry type: str
• chromatography column particle size: float64
• product manufactuer: str

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector offset setting: float64
• detector sampling rate setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str
• pump model number: str
• detector model number: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table gradient_segment_document

• description: str
• start time: float64
• end time: float64

table injection_document

• injection identifier: str
• autosampler injection volume setting (chromatography): float64
• injection time: datetime64[ns]

table liquid_chromatography_document

• analyst: str
• submitter: str

table measurement_document

• detection type: str
• measurement identifier: str
• chromatogram data cube: str

table peak

• identifier: str
• written name: str
• peak width at 5% of height: float64
• peak width at baseline: float64
• peak width at half height: float64
• peak height: float64
• asymmetry factor measured at 5 percent height: float64
• statistical skew (chromatography): float64
• number of theoretical plates by peak width at half height: float64
• number of theoretical plates by tangent method: float64
• retention time: float64
• peak area: float64
• peak start: float64
• peak end: float64
• capacity factor (chromatography): float64
• relative peak height: float64
• relative peak area: float64
• peak selectivity (chromatography): float64
• chromatographic peak resolution using baseline peak widths: float64
• chromatographic peak resolution using peak width at half-height: float64
• chromatographic peak resolution using statistical moments: float64

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str

instrument FtirSchema

table background_document

• number of averages: float64
• resolution: float64
• detector gain setting: float64
• optical velocity setting: float64
• aperture size setting: float64

table document

• measurement time: datetime64[ns]
• equipment serial number: str
• experimental data identifier: str
• analytical method identifier: str
• sample identifier: str
• measurement identifier: str
• analyst: str
• batch identifier: str
• assay data identifier: str
• assay comment: str
• material identifier: str
• sample preparation description: str
• reference identifier: str
• conformance assessment: bool
• detector type: str
• beamsplitter type: str
• michelson interferometer acquisition mode: str
• sample measurement interface type: str

table measurement_document

• number of averages: float64
• resolution: float64
• detector gain setting: float64
• optical velocity setting: float64
• aperture size setting: float64

instrument GasChromatographySchema

table chromatography_column_document

• chromatography column part number: str
• chromatography column serial number: str
• chromatography column length: float64
• column inner diameter: float64
• chromatography column chemistry type: str
• chromatography column particle size: float64
• product manufacturer: str
• chromatography column fill type: str

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector offset setting: float64
• detector sampling rate setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str
• pump model number: str
• detector model number: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table gas_chromatography_document

• analyst: str
• submitter: str
• device method identifier: str

table injection_document

• injection identifier: str
• injection volume setting: float64
• injection time: datetime64[ns]

table measurement_document

• detection type: str
• measurement identifier: str
• chromatogram data cube: str

table peak

• identifier: str
• written name: str
• peak width at 5% of height: float64
• peak width at baseline: float64
• peak width at half height: float64
• peak height: float64
• asymmetry factor measured at 5 percent height: float64
• statistical skew (chromatography): float64
• number of theoretical plates by peak width at half height: float64
• number of theoretical plates by tangent method: float64
• retention time: float64
• peak area: float64
• peak start: float64
• peak end: float64
• capacity factor (chromatography): float64
• relative peak height: float64
• relative peak area: float64
• peak selectivity (chromatography): float64
• chromatographic peak resolution using baseline peak widths: float64
• chromatographic peak resolution using peak width at half-height: float64
• chromatographic peak resolution using statistical moments: float64

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• sampling type: str

instrument GlossSchema

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table gloss_change_document

• gloss change: float64
• angle: float64

table gloss_document

• analyst: str
• submitter: str

table measurement_aggregate_document

• measurement time: datetime64[ns]
• method identifier: str
• experiment identifier: str

table measurement_document

• detection type: str
• measurement identifier: str
• measurement time: datetime64[ns]
• coated material description: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str

table sample_preparation_document

• sample preparation description: str
• abrasion cycle count: int64
• abrasion weight: float64
• abrasion source description: str
• abrading material description: str
• duration: float64
• temperature: float64
• humidity: float64
• coating gap height: float64

table specular_reflection_document

• gloss: float64
• angle: float64

instrument HotTackSchema

table analyst

• measurement time: datetime64[ns]
• method identifier: str
• description: str
• ambient temperature: float64
• experiment identifier: str

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• relative location: str
• temperature setting: float64
• grip pressure setting: float64
• dwell time setting (hot tack): float64
• delay time setting (hot tack): float64
• grip velocity setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table hot_tack_document

• analyst: str
• submitter: str

table measurement_document

• detection type: str
• measurement identifier: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• sample width: float64
• heat seal length: float64

table separation_document

• peak load force: float64
• break type: str
• energy (datum): float64
• strain: float64

table statistics_document

• temperature: float64
• force: float64
• statistical feature: str
• seal initiation temperature: float64

instrument LcMsSchema

table analyte_aggregate_document

• analyte document: str

table analyte_document

• analyte name: str
• mass: float64
• m/z: float64

table chromatography_column_document

• chromatography column part number: str
• chromatography column serial number: str
• chromatography column length: float64
• column inner diameter: float64
• chromatography column chemistry type: str
• chromatography column particle size: float64
• product manufactuer: str

table data_processing_aggregate_document

• data processing description: str

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector offset setting: float64
• detector sampling rate setting: float64
• detector relative offset setting: float64
• detection duration setting: float64
• m/z minimum setting: float64
• m/z maximum setting: float64
• polarity setting: str
• measurement mode setting: str
• detector wavelength setting: float64
• detector bandwidth setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufacturer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str
• pump model number: str
• detector model number: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table injection_document

• injection identifier: str
• autosampler injection volume setting (chromatography): float64
• injection time: datetime64[ns]

table liquid_chromatography_document

• analyst: str
• submitter: str

table measurement_document

• detection type: str
• measurement identifier: str
• mass spectrum data cube: str

table peak

• identifier: str
• written name: str
• peak width at 5% of height: float64
• peak width at baseline: float64
• peak width at half height: float64
• peak height: float64
• asymmetry factor measured at 5 percent height: float64
• statistical skew (chromatography): float64
• number of theoretical plates by peak width at half height: float64
• number of theoretical plates by tangent method: float64
• retention time: float64
• peak area: float64
• peak start: float64
• peak end: float64
• capacity factor (chromatography): float64
• relative peak height: float64
• relative peak area: float64
• peak selectivity (chromatography): float64
• chromatographic peak resolution using baseline peak widths: float64
• chromatographic peak resolution using peak width at half-height: float64
• chromatographic peak resolution using statistical moments: float64
• peak width: float64
• mass: float64
• m/z: float64

table processed_data_aggregate_document

• processed data document: str

table processed_data_document

• data format specification type: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str

table sample_introduction_document

• sample introduction mode setting: str
• flow rate setting: float64
• laser firing frequency setting: float64
• sample introduction description: str
• sample introduction medium: str

instrument LightObscurationSchema

table document

• sample identifier: str
• measurement identifier: str
• model number: str
• equipment serial number: str
• detector model number: str
• detector identifier: str
• analyst: str
• measurement time: datetime64[ns]
• detector view volume: float64
• repetition setting: int64
• sample volume setting: float64
• flush volume setting: float64
• dilution factor setting: float64
• data processing omission setting: bool
• particle size: float64
• cumulative count: float64
• differential count: float64
• cumulative particle density: float64
• differential particle density: float64

instrument LiquidChromatographySchema

table chromatography_column_document

• chromatography column part number: str
• chromatography column serial number: str
• chromatography column length: float64
• column inner diameter: float64
• chromatography column chemistry type: str
• chromatography column particle size: float64
• product manufactuer: str

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector offset setting: float64
• detector sampling rate setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str
• pump model number: str
• detector model number: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table injection_document

• injection identifier: str
• autosampler injection volume setting (chromatography): float64
• injection time: datetime64[ns]

table liquid_chromatography_document

• analyst: str
• submitter: str

table measurement_document

• detection type: str
• measurement identifier: str
• chromatogram data cube: str

table peak

• identifier: str
• written name: str
• peak width at 5% of height: float64
• peak width at baseline: float64
• peak width at half height: float64
• peak height: float64
• asymmetry factor measured at 5 percent height: float64
• statistical skew (chromatography): float64
• number of theoretical plates by peak width at half height: float64
• number of theoretical plates by tangent method: float64
• retention time: float64
• peak area: float64
• peak start: float64
• peak end: float64
• capacity factor (chromatography): float64
• relative peak height: float64
• relative peak area: float64
• peak selectivity (chromatography): float64
• chromatographic peak resolution using baseline peak widths: float64
• chromatographic peak resolution using peak width at half-height: float64
• chromatographic peak resolution using statistical moments: float64

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str

instrument LossOnDryingSchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• batch identifier: str
• asset management identifier: str
• analytical method identifier: str
• assay identifier: str
• assay comment: str
• material identifier: str
• sample weight: float64
• experimental data identifier: str
• balance identifier: str
• calibration time: datetime64[ns]
• temperature profile setting: str
• drying temperature setting: float64
• sample weight before drying: float64
• maximum run time setting: float64
• change rate end point setting: float64
• extrapolated weight end point setting: bool
• acqusition time: float64
• extrapolated moisture content: float64
• dry sample weight: float64
• weight loss: float64
• relative weight loss on drying: float64
• mass profile: str

instrument LuminescenceEndpointSchema

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector distance setting (plate reader): float64
• integration time: float64
• number of averages: float64
• detector gain setting: str
• scan position setting (plate reader): str
• detector carriage speed setting: str
• detector wavelength setting: float64
• detector bandwidth setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufacturer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table measurement_aggregate_document

• measurement time: datetime64[ns]
• analytical method identifier: str
• experimental data identifier: str
• experiment type: str
• container type: str
• plate well count: float64
• well volume: float64

table measurement_document

• detection type: str
• measurement identifier: str
• compartment temperature: float64
• luminescence: float64

table plate_reader_document

• analyst: str
• submitter: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• well location identifier: str
• vial location identifier: str
• location identifier: str
• mass concentration: float64

instrument MassSpectrometrySchema

table detector_control_document

• detection type: str
• detector relative offset setting: float64
• detector sampling rate setting: float64
• detection duration setting: float64
• m/z minimum setting: float64
• m/z maximum setting: float64
• polarity setting: str

table device_document

• device type: str
• product manufacturer: str
• model number: str

table device_system_document

• asset management identifier: str

table mass_spectrometry_document

• analyst: str
• submitter: str

table measurement_document

• measurement mode setting: str

table peak

• identifier: str
• written name: str
• peak width at 5% of height: float64
• peak width at baseline: float64
• peak width at half height: float64
• peak height: float64
• m/z: float64
• peak area: float64
• mass: float64
• relative peak height: float64
• asymmetry factor measured at 5 percent height: float64
• statistical skew (chromatography): float64
• number of theoretical plates by peak width at half height: float64
• number of theoretical plates by tangent method: float64
• retention time: float64
• peak start: float64
• peak end: float64
• capacity factor (chromatography): float64
• peak selectivity (chromatography): float64
• chromatographic peak resolution using baseline peak widths: float64
• chromatographic peak resolution using peak width at half-height: float64
• chromatographic peak resolution using statistical moments: float64
• relative peak area: float64

table processed_data_document

• data format specification type: str
• data processing description: str
• data cube: str

table sample_document

• sample identifier: str
• description: str
• written name: str

table sample_introduction_document

• sample introduction mode setting: str
• flow rate setting: float64
• laser firing frequency setting: float64
• sample introduction description: str
• sample introduction medium: str

instrument NephelometrySchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• equipment serial number: str
• batch identifier: str
• balance identifier: str
• weighing result: float64
• solvent identifier: str
• standard nominal value: float64
• standard measured value: float64
• calibration result deviation: float64
• calibration assessment: str
• baseline: float64
• turbidity: float64
• background corrected turbidity: float64

instrument OpticalMicroscopySchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• equipment serial number: str
• batch identifier: str
• asset management identifier: str
• analytical method identifier: str
• assay data identifier: str
• Sample preparation description: str
• material identifier: str
• birefringence result: bool
• particle shape characterization: str
• association state: str
• assay comment: str

table image_document

• magnification setting: float64
• polarized light enabled setting: bool
• experimental data identifier: str

instrument PhSensorSchema

table device_type

• device type: str
• product manufacturer: str
• equipment serial number: str
• model number: str
• device identifier: str
• calibration time: datetime64[ns]
• calibration certificate identifier: str

table measurement_aggregate_document

• sample identifier: str
• experiment identifier: str
• measurement time: datetime64[ns]
• analyst: str
• method identifier: str
• description: str

table measurement_document

• data cube: str

table statistics_document

• pH: float64
• statistical feature: str
• temperature: float64

instrument PlateReaderSchema

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector distance setting (plate reader): float64
• integration time: float64
• number of averages: float64
• detector gain setting: str
• scan position setting (plate reader): str
• detector carriage speed setting: str

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table measurement_aggregate_document

• measurement time: datetime64[ns]
• analytical method identifier: str
• experimental data identifier: str
• experiment type: str
• container type: str
• plate well count: float64
• well volume: float64

table measurement_document

• detection type: str
• measurement identifier: str
• compartment temperature: float64

table plate_reader_document

• analyst: str
• submitter: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• well location identifier: str
• vial location identifier: str
• location identifier: str
• well plate identifier: str
• mass concentration: float64

instrument PressureSensorSchema

table device_type

• device type: str
• product manufacturer: str
• equipment serial number: str
• model number: str
• device identifier: str
• calibration time: datetime64[ns]
• calibration certificate identifier: str

table measurement_aggregate_document

• sample identifier: str
• experiment identifier: str
• measurement time: datetime64[ns]
• analyst: str
• method identifier: str
• description: str

table measurement_document

• data cube: str

table statistics_document

• pressure: float64
• statistical feature: str
• temperature: float64

instrument PsdSchema

table distribution

• cumulative distribution percentage: float64
• bin upper limit: float64

table distribution_document

• distribution type: str

table document

• measurement time: datetime64[ns]
• device identifier: str
• experimental data identifier: str
• measurement method identifier: str
• sample identifier: str
• measurement identifier: str
• analyst: str
• batch identifier: str
• assay identifier: str
• assay comment: str
• material identifier: str
• sample preparation description: str
• sample weight: float64
• instrument suspension media: str
• sample suspension media: str
• plumbing flow rate setting: float64
• sonication duration setting: float64
• sonication power setting: float64
• fluid refractive index setting: float64
• particle refractive index setting: float64
• particle shape setting: str
• average particle size: float64
• standard deviation: float64
• distribution modality: str

instrument PumpSchema

table device_control_document

• device response signal: str
• control command: str

table device_system_document

• equipment serial number: str

table measurement_aggregate_document

• analyst: str
• calibration time: datetime64[ns]

table measurement_document

• measurement time: datetime64[ns]
• flow rate: float64
• dispensing duration: float64
• dispensed volume: float64

instrument QnmrSchema

table NMR_multiplet

• peak position: float64
• analyte name: str
• peak assignment target: str
• associated nuclei count: int64
• peak area: float64

table analyte_document

• analyte name: str
• analysis material role type: str
• batch identifier: str
• molecular mass: float64
• SMILES molecular structure: str
• InChI molecular structure: str
• InChIKey molecular structure: str
• Molfile molecular structure: str
• qNMR purity result: float64
• standard deviation: float64
• calculation description: str
• analyte molar ratio: float64
• reference identifier: float64

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• equipment serial number: str
• asset management identifier: str
• analytical method identifier: str
• assay data identifier: str
• assay comment: str
• inter scan relaxation delay setting: float64
• number of averages: int64

table sample_document

• sample identifier: str
• batch identifier: str
• material identifier: str
• conformance assessment: bool
• reference identifier: str

table sample_preparation_document

• balance identifier: str
• tare weight: float64
• gross weight: float64
• sample weight: float64
• solvent identifier: str

table standard_document

• reference material identifier: str
• balance identifier: str
• tare weight: float64
• gross weight: float64
• reference material weight: float64
• purity result: float64

instrument QpcrSchema

table calculated_data_document

• calculated data identifier: str
• calculated data name: str
• calculation description: str
• calculated result: float64

table data_processing_document

• automatic cycle threshold enabled setting: bool
• cycle threshold value setting: float64
• automatic baseline determination enabled setting: bool
• baseline determination start cycle setting: float64
• baseline determination end cycle setting: float64
• genotyping qPCR method identifier: str
• genotyping qPCR method setting: float64
• reference DNA description: str
• reference sample description: str

table data_source_document

• data source identifier: str
• data source feature: str

table data_system_document

• data system instance identifier: str
• file name: str
• UNC path: str
• software name: str
• software version: str
• ASM converter name: str
• ASM converter version: str

table device_control_document

• device type: str
• device identifier: str
• detection type: str
• measurement method identifier: str
• total cycle number setting: float64
• denaturing temperature setting: float64
• denaturing duration setting: float64
• annealing temperature setting: float64
• annealing duration setting: float64
• primer extension temperature setting: float64
• primer extension duration setting: float64
• qPCR detection chemistry: str
• reporter dye setting: str
• quencher dye setting: str
• passive reference dye setting: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table document

• measurement method identifier: str

table measurement_aggregate_document

• analytical method identifier: str
• experimental data identifier: str
• experiment type: str
• container type: str
• plate well count: float64
• well volume: float64

table measurement_document

• measurement identifier: str
• measurement time: datetime64[ns]
• target DNA description: str

table processed_data_document

• cycle threshold result: float64
• normalized reporter result: float64
• baseline corrected reporter result: float64
• genotyping qPCR result: str

table qPCR_document

• analyst: str
• submitter: str

table sample_document

• sample identifier: str
• batch identifier: str
• sample role type: str
• well location identifier: str
• well plate identifier: str
• mass concentration: float64

instrument SemSchema

table document

• ADF converter name: str
• ADF converter method identifier: str
• ADF converter version: str
• asset management identifier: str
• equipment serial number: str
• analyst: str
• sample identifier: str
• written name: str
• sample preparation description: str
• material identifier: str
• analytical method identifier: str
• assay data identifier: str
• measurement identifier: str
• measurement time: datetime64[ns]
• electron energy setting: float64
• beam deceleration voltage setting: float64
• current setting: float64
• detector type: str
• image format: str
• image height: float64
• image width: float64
• magnification setting: float64
• identifier: str
• pressure: float64
• assay comment: str
• condenser lens voltage setting: float64
• electron beam working distance: float64
• micron marker setting: float64
• x-coordinate: float64
• y-coordinate: float64
• incident radiation angle: float64
• z-coordinate: float64
• scan speed setting (electron microscopy): float64
• particle shape characterization: str
• association state: str
• experimental data identifier: str

instrument SpecificRotationSchema

table background_document

• solvent identifier: str
• cell path length: float64
• sample temperature: float64
• angle of optical rotation: float64

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• batch identifier: str
• asset management identifier: str
• analytical method identifier: str
• assay identifier: str
• assay comment: str
• material identifier: str
• sample weight: float64
• experimental data identifier: str
• balance identifier: str
• calibration time: datetime64[ns]
• radiation source type: str
• wavelength: float64

table measurement_document

• solvent identifier: str
• cell path length: float64
• sample temperature: float64
• mass concentration: float64
• angle of optical rotation: float64
• specific rotation: float64

instrument StirringSchema

table device_document

• device type: str
• product manufacturer: str
• equipment serial number: str
• model number: str
• device identifier: str
• calibration time: datetime64[ns]
• calibration certificate identifier: str

table measurement_aggregate_document

• sample identifier: str
• experiment identifier: str
• measurement time: datetime64[ns]
• analyst: str
• method identifier: str
• description: str
• ambient temperature: float64

table measurement_document

• data cube: str

table statistics_document

• rotational speed: float64
• statistical feature: str
• torque: float64

instrument SurfaceAreaAnalysisSchema

table BET_point_document

• relative pressure (BET): float64
• pressure: float64
• adsorbed volume at STP: float64
• saturation vapor pressure: float64
• elapsed time: float64

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• equipment serial number: str
• asset management identifier: str
• analytical method identifier: str
• assay data identifier: str
• assay comment: str
• specific surface area: float64
• slope: float64
• y-intercept: float64
• BET C constant: float64
• monolayer quantity: float64
• correlation coefficient: float64
• measurement end time: datetime64[ns]
• evacuation rate setting: float64
• evacuation time setting: float64
• measurement chamber free space volume: float64
• saturation vapor pressure: float64
• equilibration time: float64

table reference_material_document

• reference material identifier: str
• reference material weight: float64

table sample_document

• sample identifier: str
• batch identifier: str
• material identifier: str
• balance identifier: str
• tare weight: float64
• gross weight: float64
• sample weight: float64
• degassed sample weight: float64

instrument TabletHardnessSchema

table document

• ADF converter name: str
• ADF converter method identifier: str
• ADF converter version: str
• asset management identifier: str
• equipment serial number: str
• calibration time: datetime64[ns]
• due date (calibration): datetime64[ns]
• analyst: str
• measurement identifier: str

table measurement_aggregate_document

• start time: datetime64[ns]
• end time: datetime64[ns]
• sample identifier: str
• material identifier: str
• batch identifier: str
• tablet press identifier: str
• container identifier: str
• assay comment: str

table measurement_document

• measurement time: datetime64[ns]
• sample weight: float64
• tablet thickness: float64
• diameter: float64
• hardness: float64
• data validity assessment: str

instrument TemperatureSensorSchema

table device_type

• device type: str
• product manufacturer: str
• equipment serial number: str
• model number: str
• device identifier: str
• calibration time: datetime64[ns]
• calibration certificate identifier: str

table measurement_aggregate_document

• sample identifier: str
• experiment identifier: str
• measurement time: datetime64[ns]
• analyst: str
• method identifier: str
• description: str

table measurement_document

• data cube: str

table statistics_document

• temperature: float64
• statistical feature: str

instrument TensileTestSchema

table chord_modulus_document

• chord modulus: float64
• start strain point: float64
• end strain point: float64

table description

• secant modulus: float64
• strain: float64
• data cube: str

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table device_type

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• grip velocity setting: float64
• grip distance setting: float64

table measurement_aggregate_document

• measurement time: datetime64[ns]
• experimental data identifier: str

table measurement_document

• detection type: str
• measurement identifier: str
• ambient temperature: float64
• ambient humidity: float64
• yield stress: float64
• yield strain: float64
• break stress: float64
• break strain: float64
• peak load force: float64
• fracture energy: float64
• Young modulus: float64
• stress-strain data cube: str

table processed_data_aggregate_document

• processed data document: str

table sample_document

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• sampling orientation type: str
• sample shape classification: str
• sample thickness: float64
• sample width: float64

table secant_modulus_aggregate_document

• description: str

table secant_modulus_document

• secant modulus: float64
• strain: float64
• diagnostic trace document: str
• data cube: str

table tensile_test_document

• analyst: str
• submitter: str

instrument ThermogravimetricAnalysisSchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• batch identifier: str
• asset management identifier: str
• analytical method identifier: str
• assay data identifier: str
• assay comment: str
• material identifier: str
• sample weight: float64
• device method identifier: str

table thermal_analysis_peak

• transition assignment: str
• peak onset temperature: float64
• peak temperature: float64
• weight loss: float64

instrument TitrationSchema

table document

• measurement identifier: str
• measurement time: datetime64[ns]
• analyst: str
• sample identifier: str
• batch identifier: str
• asset management identifier: str
• analytical method identifier: str
• assay identifier: str
• assay comment: str
• material identifier: str
• sample weight: float64
• experimental data identifier: str
• titrant solution type: str
• titer: float64
• titration solvent type: str
• equivalence point volume: float64
• balance identifier: str
• calibration time: datetime64[ns]
• expiry time prescription: datetime64[ns]
• molar concentration: float64
• mass fraction: float64

instrument UltravioletAbsorbanceSchema

table device_control_aggregate_document

• device type: str
• device identifier: str
• detection type: str
• product manufactuer: str
• brand name: str
• equipment serial number: str
• model number: str
• firmware version: str
• detector distance setting (plate reader): float64
• integration time: float64
• number of averages: float64
• detector gain setting: str
• scan position setting (plate reader): str
• detector carriage speed setting: str
• detector wavelength setting: float64
• detector bandwidth setting: float64
• electronic absorbance wavelength setting: float64
• electronic absorbance bandwidth setting: float64
• electronic absorbance reference bandwidth setting: float64

table device_document

• device type: str
• device identifier: str
• model number: str
• product manufacturer: str
• brand name: str
• equipment serial number: str
• firmware version: str

table device_system_document

• asset management identifier: str
• device identifier: str
• model number: str
• equipment serial number: str
• firmware version: str
• description: str
• brand name: str
• product manufacturer: str

table diagnostic_trace_aggregate_document

• diagnostic trace document: str

table diagnostic_trace_document

• description: str
• data cube: str

table electronic_absorbance_reference_wavelength_setting

• description: str
• sample identifier: str
• batch identifier: str
• sample role type: str
• written name: str
• well location identifier: str
• vial location identifier: str
• location identifier: str

table measurement_aggregate_document

• measurement time: datetime64[ns]
• analytical method identifier: str
• experimental data identifier: str
• experiment type: str
• container type: str
• plate well count: float64
• well volume: float64

table measurement_document

• detection type: str
• measurement identifier: str
• compartment temperature: float64
• absorbance: float64
• electronic absorbance reference wavelength setting: float64
• mass concentration: float64

table plate_reader_document

• analyst: str
• submitter: str

table processed_data_aggregate_document

• processed data document: str