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Dataset Report

Unique identifier:	BGDWP185.0.0
Title:	B-GOOD WP1 Tier 1 Data 2021
Long title:	Dataset from the B-GOOD project, containing data from Tier 1 studies performed in Work Package 1 in 2021
Status:	Quality Validated
Current Version:	v. 1.0
Published:	2025-03-17
Reviewed by:	Rubinigg Michael as Data scientist
Citation proposal:	B-GOOD Bee Health Data Portal 2025 Report of dataset B-GOOD WP1 Tier 1 Data 2021, v. 1.0 [BGDWP185.0.0]. EU Pollinator Hub. [2026-02-24] app.pollinatorhub.eu

Compliance with FAIR* principles
Findable	Accessible	Interoperable	Reusable
See https://www.go-fair.org/fair-principles for more information about FAIR principles

Data Quality

Requires major revision

This document is intended for use by collaborators of the EU Pollinator Hub and may be passed on with the express permission of the leader of the consortium and for the purpose determined by the leader of the consortium.

Table of content

Document history
1. Release
2. Revision
Abbreviations
Executive summary
Introduction
Material and methods
Data description
1. Dataset
2. Tables
References
Annex 1: Table column reports

Document history

Release

Version v. 1.0 released on 2025-03-17. Reviewed by Rubinigg Michael.

Revision

Table 1. List of revisions made to the document. Identifier of revision (No); date of revision (Date); description of revision (Description); reason for revision (Reason).

No	Date	Description	Reason
1	2025-03-17 00:03:00	Initial release.	n/a

Abbreviations

CSV

Comma-Separated Values

European Union

EUPH

EU Pollinator Hub

Stichting Wageningen Research (Wageningen Research foundation)

Executive summary

Data overview:

The data was published by van Dooremalen C (WR) on the B-GOOD Bee Health Data Portal as part of the B-GOOD project (grant agreement 817622), funded under the EU Horizon 2020 Research and Innovation Programme.

Data value:

The objectives of the B-GOOD project were: (1) Facilitate decision making for beekeepers and other stakeholders by establishing ready-to-use tools for operationalising the HSI; (2) Test, standardise and validate methods for measuring and reporting selected indicators affecting bee health; (3) Explore the various socio-economic and ecological factors beyond bee health; (4) Foster an EU community to collect and share knowledge related to honey bees and their environment; (5) Engender a lasting learning and innovation system (LIS); (6) Minimise the impact of biotic and abiotic stressors.

Data description:

n/a

Data application:

Currently, the data integrated from the B-GOOD Bee Health Data Portal contains maior issues and does not comply with the FAIR Guiding Principles for scientific data management and stewardship applied on the EU Pollinator Hub. More descriptive information about the context, quality and condition, or characteristics of the data (e.g. protocols, measurement devices used, units of the captured data, or any other details about the study) must be provided. More metadata in the form of accurate and relevant attributes (*e.g. *metadata that describes the scope of the data has been described, any particularities or limitations about the data that other users should be aware of, specification of the date of generation/collection of the data, the lab conditions, who prepared the data, the parameter settings, the name and version of the software used, specification of whether it is raw or processed data, explanation of all variable names are explained if they are not self-explanatory) must be provided. It requires major revisions by the data provider.

Unresolved issues:

n/a

Introduction

n/a

Material and methods

Data acquisition

All raw data files were downloaded from the website of the B-GOOD Bee Health Data Portal on 2024-10-16 10:56:19.

List of raw data obtained from the data provider.

Archive data-esfa-method-2021.zip accessed on 2024-10-16 10:56:19, provided by B-GOOD Bee Health Data Portal
Archive 3-sensor-data-files.zip accessed on 2024-10-16 10:56:19, provided by B-GOOD Bee Health Data Portal
File 1-meta-data-compiled-20230107.xlsx accessed on 2024-10-16 10:56:19, provided by B-GOOD Bee Health Data Portal
File 2-inspections-compiled-20230107.xlsx accessed on 2024-10-16 10:56:19, provided by B-GOOD Bee Health Data Portal

Table 2. List of raw data and metadata files included in the dataset. Identifier of table row (No); name of the file (File); the type of the file (Type); file contains data (D); file contains metadata (M); date of upload of the file to the EU Pollinator Hub (Arrival); number of data points contained within the file (if applicable); uploaded file size.

No	File	Type	D	M	Arrival	Data points	File size
1	wp1-tier1-2021-sensor_PREP_MR_241019.csv	CSV - Comma seperated values	Yes	No	2024-11-12 15:11:02	50,978,400	404.79 MiB
2	wp1-tier1-2021-efsa-data-PREP_MR_241021.csv	CSV - Comma seperated values	Yes	No	2024-10-21 16:10:48	4,194	22.16 KiB
3	wp1-tier1-2021-metadata_Main_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-22 16:10:04	1,053	19.23 KiB
4	wp1-tier1-2021-metadata-Apiaries_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-21 16:10:38	252	2.10 KiB
5	wp1-tier1-2021-metadata-Hives_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-23 17:10:09	3,485	25.79 KiB
6	wp1-tier1-2021-metadata-Sample codes_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-21 16:10:32	3,392	30.79 KiB
7	wp1-tier1-2021-metadata-Sensor definitions_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-23 17:10:27	1,665	14.86 KiB
8	wp1-tier1-2021-metadata-Sensor devices_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-21 16:10:27	1,672	14.31 KiB
9	wp1-tier1-2021-metadata-Sensor Flashlogs_PREP_MR_241012.csv	CSV - Comma seperated values	Yes	No	2024-10-21 16:10:30	1,476	25.89 KiB
10	2-inspections-compiled-20230107.xlsx	Miscellaneous	No	Yes	2024-10-23 17:10:50	n/a	379.41 KiB

Data preparation

All files in the zip-archives were extracted using File Explorer (Microsoft Corporation, version 22H2).

All sensor data files stored in the archive 3-sensor-data-files.zip were merged using the Python script Merge2Csv.py. This script assesses all column names that are being used in a list of selected files and writes the content of selected files in the correct column of a single output file.

All fiels in archive data-esfa-method-2021.zip were extracted using File Explorer (Microsoft Corporation, version 22H2) and further processed with MS Excel (Microsoft Corporation, version 2409).

File 1-meta-data-compiled-20230107.xlsx and all files contained in archive data-esfa-method-2021.zip were procesed with MS Excel (Microsoft Corporation, version 2409). Date formats where changed to ISO 8601 format where necessary. The processed raw data files were exported as preparatory files from MS Excel in CSV format (utf-8 encoding) and imported into Notepad++ (version 8.7) where missing values were substituted by 'NULL' using regular expressions.

File 2-inspections-compiled-20230107.xlsx contains 1 worksheet with 501 columns. Many of these columns seem to be nested. Files with this kind of data structure require a major transformation before they can be ingested into the EUPH data model. Given that metadata required for such transformation has not been provided, this file was not processed. Instead, the raw data file was uploaded as attached file.

Data validation

No data validation was performed.

Data analysis

No data analysis was performed.

Data description

Dataset

Table 3. Summary of tables belonging to the dataset. Table row identifier (No); name of the table (Table); description of the table (Description).

No	Table	Description
1	hive sensors	Full set sensor data files ingested in the EUPH data model.
2	EFSA data	This table contains data from teh assessment of the number and type of cells, the number of brood cells and…
3	metadata main table	This table contains metadata on the honey bee colonies used in the study, the period in which a particular hive…
4	apiaries	This table contains metadata on the apiaries in which the study was conducted, such as name, the organisation or individual…
5	hives	This table contains information on the honeybee colonies used in the study, such as organisation or individual responsible for the…
6	sample codes	This table contains information on the codes of samples taken from honey bee colonies and information on the analyses carried…
7	sensor definitions	This table contains information on the sensors used on the hive sensor devices such as type of parameter measured, unit…
8	sensor devices	This table contains information on the hive sensor devices used in the study, such as the identifier of the colonies…
9	sensor flashlogs	The content of this table is not explicitely specified, but it contains links to data files which seem to have…

Table 4. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
interactions.single.uid	BGDWP185.0.0
Title	B-GOOD WP1 Tier 1 Data 2021
Long title	Dataset from the B-GOOD project, containing data from Tier 1 studies performed in Work Package 1 in 2021
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/BGDWP185.0.0
interactions.single.section-details.licence	CC BY-NC-ND 4.0
DOI	n/a
Created	2024-10-19
Published	2025-03-17
Contact	n/a
Keywords	B-GOOD Mini Apiaries, colonies, hive sensor, honey bee, survival
Data collection years	2021
Regions, the data was collected in	Belgique/België, Deutschland, France, Nederland, Portugal, România, Schweiz/Suisse/Svizzera, United Kingdom
Abstract	The dataset collects data from Tier 1 studies performed in Work Package 1 in 2021 in Belgium, Switzerland, Germany, France, United Kingdom, the Neterlands, Portugal and Romania. It contains metadata on study sites (locations of apiaries and honey bee colonies), on test beehives (type and equipment of the beehives, queens), on colonies (condition), on samples taken from the beehives (sample identifiers) and on hive remote sensor data (data availability) as well as data from hive remote sensor (hive weight, hive temperature, ambient temperature). It was published by van Dooremalen C (WR) on the B-GOOD Bee Health Data Portal as part of the B-GOOD project (grant agreement 817622), funded under the EU Horizon 2020 Research and Innovation Programme. Access is granted based on approved B-GOOD Intentions to Publish.

Table 5. Standardised metadata of the data provider B-GOOD Bee Health Data Portal. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Name	B-GOOD Bee Health Data Portal
Url
Acronym	B-GOOD
IRI	https://app.pollinatorhub.eu/data-providers/b-good-bee-health-data-portal
Address	https://b-good-project.eu
Country	Belgium
Contact	b-good-project.eu
Description	Project funded by the EU Horizon 2020 Research and Innovation Programme under grant agreement No 817622. Project website: https://b-good-project.eu

Tables

hive sensors

Table 6. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.HVSNS386.0
Name	hive sensors
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.HVSNS386.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	Full set sensor data files ingested in the EUPH data model.

Full set sensor data files ingested in the EUPH data model.

Metadata

n/a

Table 7. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
raw_data_file	name of the raw data file from which the record has been read.	String	Text [0.0.TEXTA315]	n/a
time	Not specified by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Battery voltage (V) (bv)	Not specified by the data provider. Presumably electric potential of the batteries of the device.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
Weight (kg) (weight_kg)	Not specified by the data provider. Presumably weight of the beehive in kg.	Decimal number	pms:hiveWeight [0.0.HVWGH33]	kg
Received signal strength (dBm) (rssi)	Not specified by the data provider. Received signal strength.	Integer number	Integer [0.0.NTGER313]	n/a
Signal to noise ratio (dB) (snr)	Not specified by the data provider. Signal-to-noise ratio given in dB.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
T 0 (°C) (t_0)	Not specified by the data provider. Obviously temperature measurements with sensor 0. Probably referring to attributes in column input_measurement of table sensor definition..	Decimal number	DecimalNumber [0.0.DCMLN314]	°C
T 1 (°C) (t_1)	Not specified by the data provider. Obviously temperature measurements with sensor 1. Probably referring to attributes in column input_measurement of table sensor definition..	Decimal number	DecimalNumber [0.0.DCMLN314]	°C
S bin 122 173 (s_bin_122_173)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 71 122 (s_bin_71_122)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 173 224 (s_bin_173_224)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 224 276 (s_bin_224_276)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 276 327 (s_bin_276_327)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 327 378 (s_bin_327_378)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 378 429 (s_bin_378_429)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 429 480 (s_bin_429_480)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 480 532 (s_bin_480_532)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 532 583 (s_bin_532_583)	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
Imported from device flash log	Not specified by the data provider.	Boolean	Boolean [0.0.BLEAN316]	n/a
Temperature inside (°C) (t_i)		Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
Lattitude (lat)		Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
lon (lon)		Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
S bin 0 201 (s_bin_0_201)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 201 402 (s_bin_201_402)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 402 602 (s_bin_402_602)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 602 803 (s_bin_602_803)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 803 1004 (s_bin_803_1004)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 1004 1205 (s_bin_1004_1205)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 1205 1406 (s_bin_1205_1406)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 1406 1607 (s_bin_1406_1607)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 1607 1807 (s_bin_1607_1807)		Integer number	Integer [0.0.NTGER313]	n/a
S bin 1807 2008 (s_bin_1807_2008)		Integer number	Integer [0.0.NTGER313]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 8. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
raw_data_file	88 - 89	n/a	BE beep-expo…	n/a	n/a	n/a	PT beep-expo…	1,593,075	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	78 ( 0.0% )
time	10 - 19	n/a	2021-07-15	n/a	n/a	n/a	2021-12-01 0…	1,593,075	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1,530,797 ( 96.1% )
Battery voltage (V) (bv)	3 - 6	3.2654	0.0	3.226	3.344	3.392	36.989	1,593,075	1,897 ( 0.1% )	2 ( 0.0% )	0 ( 0.0% )	1,363 ( 0.1% )
Weight (kg) (weight_kg)	3 - 18	57.5994023399999975	-3.4297384117829	26.9206995	33.23405832	41.12037487	11,909.0	1,593,075	25,907 ( 1.6% )	373 ( 0.0% )	0 ( 0.0% )	1,446,706 ( 90.8% )
Received signal strength (dBm) (rssi)	5 - 6	-94.48	-144.0	-105	-95	-83	113.0	1,593,075	201,792 ( 12.7% )	0 ( 0.0% )	0 ( 0.0% )	105 ( 0.0% )
Signal to noise ratio (dB) (snr)	3 - 6	4.820	-24.0	5	7.8	9.5	15.0	1,593,075	201,812 ( 12.7% )	2,549 ( 0.2% )	0 ( 0.0% )	251 ( 0.0% )
T 0 (°C) (t_0)	3 - 6	17.714	-16.18	7.68	15.87	30.43	100.0	1,593,075	171,762 ( 10.8% )	36,726 ( 2.3% )	0 ( 0.0% )	932 ( 0.1% )
T 1 (°C) (t_1)	3 - 6	21.167	-16.93	9.81	20.81	33.56	100.0	1,593,075	171,764 ( 10.8% )	30,558 ( 1.9% )	0 ( 0.0% )	977 ( 0.1% )
S bin 122 173 (s_bin_122_173)	3 - 7	26.66	0.0	8	13	26	34,032.0	1,593,075	20,379 ( 1.3% )	11,307 ( 0.7% )	0 ( 0.0% )	1,259 ( 0.1% )
S bin 71 122 (s_bin_71_122)	3 - 7	43.09	0.0	13	21	46	35,659.0	1,593,075	19,852 ( 1.2% )	886 ( 0.1% )	0 ( 0.0% )	1,488 ( 0.1% )
S bin 173 224 (s_bin_173_224)	3 - 7	22.75	0.0	7	10	21	22,580.0	1,593,075	20,378 ( 1.3% )	27,605 ( 1.7% )	0 ( 0.0% )	965 ( 0.1% )
S bin 224 276 (s_bin_224_276)	3 - 7	25.42	0.0	6	9	23	18,619.0	1,593,075	20,377 ( 1.3% )	30,850 ( 1.9% )	0 ( 0.0% )	948 ( 0.1% )
S bin 276 327 (s_bin_276_327)	3 - 7	18.36	0.0	5	7	18	23,867.0	1,593,075	20,378 ( 1.3% )	44,064 ( 2.8% )	0 ( 0.0% )	831 ( 0.1% )
S bin 327 378 (s_bin_327_378)	3 - 7	15.50	0.0	4	6	15	16,225.0	1,593,075	20,032 ( 1.3% )	52,842 ( 3.3% )	0 ( 0.0% )	871 ( 0.1% )
S bin 378 429 (s_bin_378_429)	3 - 7	13.79	0.0	4	6	13	13,079.0	1,593,075	19,853 ( 1.2% )	52,738 ( 3.3% )	0 ( 0.0% )	739 ( 0.0% )
S bin 429 480 (s_bin_429_480)	3 - 7	12.72	0.0	4	5	12	13,122.0	1,593,075	19,854 ( 1.2% )	51,899 ( 3.3% )	0 ( 0.0% )	684 ( 0.0% )
S bin 480 532 (s_bin_480_532)	3 - 6	10.98	0.0	3	5	10	9,579.0	1,593,075	19,851 ( 1.2% )	59,801 ( 3.8% )	0 ( 0.0% )	649 ( 0.0% )
S bin 532 583 (s_bin_532_583)	3 - 6	3.39	0.0	1	1	3	4,440.0	1,593,075	19,850 ( 1.2% )	178,749 ( 11.2% )	0 ( 0.0% )	318 ( 0.0% )
Imported from device flash log	3 - 3	1.00	1.0	1	1	1	1.0	1,593,075	1,391,813 ( 87.4% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
Temperature inside (°C) (t_i)	3 - 5	24.724	-5.93	16.87	28.12	34.37	85.0	1,593,075	1,436,558 ( 90.2% )	0 ( 0.0% )	0 ( 0.0% )	718 ( 0.0% )
Lattitude (lat)	8 - 8	46.939240	46.93924	46.93924	46.93924	46.93924	46.93924	1,593,075	1,593,072 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
lon (lon)	8 - 8	7.3991040	7.399104	7.399104	7.399104	7.399104	7.399104	1,593,075	1,593,072 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
S bin 0 201 (s_bin_0_201)	4 - 5	87.29	64.0	83	87	91	131.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	53 ( 0.0% )
S bin 201 402 (s_bin_201_402)	4 - 4	19.46	13.0	18	19	20	56.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	30 ( 0.0% )
S bin 402 602 (s_bin_402_602)	3 - 4	14.04	9.0	13	14	15	58.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	36 ( 0.0% )
S bin 602 803 (s_bin_602_803)	3 - 4	11.88	8.0	11	12	12	57.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	35 ( 0.0% )
S bin 803 1004 (s_bin_803_1004)	3 - 4	10.70	7.0	10	11	11	78.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	35 ( 0.0% )
S bin 1004 1205 (s_bin_1004_1205)	3 - 4	9.88	7.0	9	10	10	67.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	34 ( 0.0% )
S bin 1205 1406 (s_bin_1205_1406)	3 - 4	9.25	7.0	9	9	10	70.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	31 ( 0.0% )
S bin 1406 1607 (s_bin_1406_1607)	3 - 4	8.49	6.0	8	8	9	72.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	37 ( 0.0% )
S bin 1607 1807 (s_bin_1607_1807)	3 - 4	7.53	5.0	7	7	8	33.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	25 ( 0.0% )
S bin 1807 2008 (s_bin_1807_2008)	3 - 4	6.75	5.0	6	7	7	34.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 0.0% )

Quality measures

Table 9. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
raw_data_file	100.00%	0.00%	NL beep-export-research-1-device-id-1174-sensor-data-2021-01-01-2021-12-31-v7EgK07kx3.csv	DE beep-export-research-1-device-id-2338-sensor-data-2021-01-01-2021-12-31-lVW0QI7u1D.csv
time	100.00%	96.09%	2021-07-24 11:59:57	2021-01-01 00:04:22
Battery voltage (V) (bv)	99.88%	0.09%	3.36	3.528
Weight (kg) (weight_kg)	98.37%	90.81%	null	29.0048942624
Received signal strength (dBm) (rssi)	87.33%	0.01%	null	-144.0
Signal to noise ratio (dB) (snr)	87.33%	0.02%	null	15.0
T 0 (°C) (t_0)	89.22%	0.06%	null	43.87
T 1 (°C) (t_1)	89.22%	0.06%	null	48.25
S bin 122 173 (s_bin_122_173)	98.72%	0.08%	8.0	1280.0
S bin 71 122 (s_bin_71_122)	98.75%	0.09%	12.0	1658.0
S bin 173 224 (s_bin_173_224)	98.72%	0.06%	7.0	1188.0
S bin 224 276 (s_bin_224_276)	98.72%	0.06%	6.0	696.0
S bin 276 327 (s_bin_276_327)	98.72%	0.05%	5.0	655.0
S bin 327 378 (s_bin_327_378)	98.74%	0.05%	5.0	606.0
S bin 378 429 (s_bin_378_429)	98.75%	0.05%	4.0	477.0
S bin 429 480 (s_bin_429_480)	98.75%	0.04%	4.0	586.0
S bin 480 532 (s_bin_480_532)	98.75%	0.04%	4.0	424.0
S bin 532 583 (s_bin_532_583)	98.75%	0.02%	1.0	207.0
Imported from device flash log	12.63%	0.00%	null	1.0
Temperature inside (°C) (t_i)	9.82%	0.05%	null	-4.43
Lattitude (lat)	0.00%	0.00%	null	46.93924
lon (lon)	0.00%	0.00%	null	7.399104
S bin 0 201 (s_bin_0_201)	0.85%	0.00%	null	131.0
S bin 201 402 (s_bin_201_402)	0.85%	0.00%	null	41.0
S bin 402 602 (s_bin_402_602)	0.85%	0.00%	null	38.0
S bin 602 803 (s_bin_602_803)	0.85%	0.00%	null	18.0
S bin 803 1004 (s_bin_803_1004)	0.85%	0.00%	null	19.0
S bin 1004 1205 (s_bin_1004_1205)	0.85%	0.00%	null	56.0
S bin 1205 1406 (s_bin_1205_1406)	0.85%	0.00%	null	46.0
S bin 1406 1607 (s_bin_1406_1607)	0.85%	0.00%	null	28.0
S bin 1607 1807 (s_bin_1607_1807)	0.85%	0.00%	null	33.0
S bin 1807 2008 (s_bin_1807_2008)	0.85%	0.00%	null	34.0

Changes made to preparatory file

column raw_data_file was added in order to enable traceability.

Changes made to data

The name of the raw data file from which the record was obtained was added in column raw_data_file of each record.
Values in column time were tranformed to date and timne ISO 8601 format.

Unresolved issues

For some columns it is possible to guess the meaning based on the context (columns Battery voltage (V) (bv), Weight (kg) (weightkg), T 0 (°C) (t0), T 1 (°C) (t1)). However, for most columns it is unclear. Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data. Alternatively, all sensor outzputs that are not considered necessary could be removed.
It is unclear in which unit the received signal strength is given: dBm or RSSI.
There are weight measurements which are unrealistically low or high. The data should be checked for outlayers. If the issue can be resolved it should be resolved. If it cannot be resolved it should be documented in the dataset report and mentioned in the description of the table.
There are temperature measurements which are unrealistically low or high. The data should be checked for outlayers. If the issue can be resolved it should be resolved. If it cannot be resolved it should be documented in the dataset report and mentioned in the description of the table.

EFSA data

Table 10. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.FSDTA397.0
Name	EFSA data
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.FSDTA397.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains data from teh assessment of the number and type of cells, the number of brood cells and of adult bees in a honey bee colony on various study sites (Portugal, France, Belgium).

This table contains data from teh assessment of the number and type of cells, the number of brood cells and of adult bees in a honey bee colony on various study sites (Portugal, France, Belgium).

Metadata

n/a

Table 11. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
Country	ISO 3166-1 alpha-2 code of the country in which a study site is located.	String	iso-3166:alpha-2CountryCode [0.0.LPHCN4]	n/a
Date	Date in ISO 8601 format at which the measurement was made.	Date	iso-8601:calendarDate [0.0.DATEA317]	n/a
Colony	Name of the beehive.	String	Text [0.0.TEXTA315]	n/a
Queen ID	Name of the honey bee queen.	String	Text [0.0.TEXTA315]	n/a
Capped	Number of cells of a comb containing capped brood cells.	Decimal number	pms:numberOfCappedBroodCells [0.0.NMBRF490]	no.
Eggs	Number of cells of a comb containing eggs.	Decimal number	pms:numberOfEggs [0.0.NMBRF491]	no.
Honey	Number of cells of a comb containing honey.	Decimal number	pms:numberOfHoneyCells [0.0.NMBRF492]	no.
Larva	Number of cells of a comb containing larvae.	Decimal number	pms:numberOfLarvaeCells [0.0.NMBRF497]	no.
Nectar	Number of cells of a comb containing nectar.	Decimal number	pms:numberOfNectarCells [0.0.NMBRF494]	no.
Other	Number of cells of a comb containing other objects.	Decimal number	pms:numberOfOtherCells [0.0.NMBRF495]	no.
Pollen	Number of cells of a comb containing pollen.	Decimal number	pms:numberOfPollenCells [0.0.NMBRF496]	no.
Total	Total of columns Capped, Eggs, Honey, Larva, Nectar, Other, Pollen.	Integer number	Integer [0.0.NTGER313]	no.
Uncapped brood	Number of cells of a comb containing uncapped brood cells.	Decimal number	pms:numberOfUncappedBroodCells [0.0.NMBRF500]	no.
Total brood	Number of cells of a comb containing brood in any stage.	Decimal number	pms:numberOfBroodCells [0.0.NMBRF498]	no.
Egg rate	Not specified by the provider.	Integer number	Integer [0.0.NTGER313]	n/a
Kg honey/nectar	Not specified by the provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
Population	Not specified by the provider.	Integer number	Integer [0.0.NTGER313]	no.
Queen presence	Attribute that indicates teh queenrightness of a colony (yes, no).	String	pms:queenrightness [0.0.QNRGH499]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 12. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Country	2 - 2	n/a	PT	n/a	n/a	n/a	BE	233	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.3% )
Date	10 - 10	2,021.0	2021-03-17	2,021	2,021	2,022	2022-09-29	233	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	39 ( 16.7% )
Colony	2 - 4	n/a	H1	n/a	n/a	n/a	km01	233	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	44 ( 18.9% )
Queen ID	0 - 12	n/a		n/a	n/a	n/a	20Clementina	233	83 ( 35.6% )	0 ( 0.0% )	0 ( 0.0% )	27 ( 11.6% )
Capped	1 - 5	8,715.2	4	3,686	8,139	13,455	21,606	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	219 ( 94.0% )
Eggs	1 - 4	1,460.8	7	644	1,269	2,169	5,227	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	216 ( 92.7% )
Honey	3 - 5	6,964.8	253	2,228	5,541	9,202	28,825	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )
Larva	1 - 4	3,223.5	2	1,325	2,698	5,164	9,042	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	218 ( 93.6% )
Nectar	2 - 5	6,390.3	83	3,267	5,706	8,979	27,197	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )
Other	3 - 6	34,580.5	749	23,843	32,478	42,275	100,170	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )
Pollen	1 - 5	7,681.2	9	4,779	7,235	10,186	18,396	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	218 ( 93.6% )
Total	4 - 6	69,008.8	2,040	60,727	63,456	77,848	154,294	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	219 ( 94.0% )
Uncapped brood	2 - 5	4,684.3	19	2,181	4,007	7,448	12,587	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	217 ( 93.1% )
Total brood	2 - 5	13,399.5	87	6,283	12,398	20,389	32,088	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )
Egg rate	1 - 4	486.9	2	215	423	723	1,742	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	204 ( 87.6% )
Kg honey/nectar	3 - 4	11.80	1.5	6	9.6	14.7	44.7	233	6 ( 2.6% )	0 ( 0.0% )	0 ( 0.0% )	139 ( 59.7% )
Population	4 - 5	23,310.6	1,935	16,137	22,177	29,435	60,000	233	6 ( 2.6% )	0 ( 0.0% )	0 ( 0.0% )	208 ( 89.3% )
Queen presence	0 - 6	n/a		n/a	n/a	n/a	Virgin	233	54 ( 23.2% )	0 ( 0.0% )	0 ( 0.0% )	7 ( 3.0% )

Quality measures

Table 13. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Country	100.00%	1.29%	PT	BE
Date	100.00%	16.74%	2021-07-15	2022-03-13
Colony	100.00%	18.88%	H2	H3B
Queen ID	64.38%	11.59%	null	21Anabela
Capped	93.99%	93.99%	null	9062
Eggs	93.99%	92.70%	null	4041
Honey	93.99%	94.42%	null	3202
Larva	93.99%	93.56%	null	6923
Nectar	93.99%	94.42%	null	10766
Other	93.99%	94.42%	null	21807
Pollen	93.99%	93.56%	null	5701
Total	93.99%	93.99%	null	63031
Uncapped brood	93.99%	93.13%	null	10964
Total brood	93.99%	94.42%	null	21555
Egg rate	93.99%	87.55%	null	1347
Kg honey/nectar	97.42%	59.66%	5.7	12.2
Population	97.42%	89.27%	null	31129
Queen presence	76.82%	3.00%	yes	Virgin

Changes made to preparatory file

Column Country was inserted

Changes made to data

In column Country the ISO 3166 alpha-2 country codes {BE}, {FR} and {PT} were inserted for data from raw data files EFSA DATA Belgium 2021.xlsx, EFSA DATA France 2021.xlsx and EFSA DATA Portugal 2021.xlsx, respectively.

Unresolved issues

It is uinclear what column Egg rate contains. The data provider should provide a description.
It is unclear what colmun Kg honey/nectar contains. The data provider should provide a description.

metadata main table

Table 14. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.MTDTM398.0
Name	metadata main table
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.MTDTM398.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains metadata on the honey bee colonies used in the study, the period in which a particular hive sensor device was associated with a honey bee colony, information on the data files produced by a hive sensor device, technical information related to a hive sensor device, information on the fate of the honey bee colony in 2020 and some general remarks related to the honey bee colony.

This table contains metadata on the honey bee colonies used in the study, the period in which a particular hive sensor device was associated with a honey bee colony, information on the data files produced by a hive sensor device, technical information related to a hive sensor device, information on the fate of the honey bee colony in 2020 and some general remarks related to the honey bee colony.

Metadata

metadata main table.Device_id links to sensor devices.Device_id
metadata main table.Device_id links to sensor definitions.Device_id

Table 15. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
ID	Identifier of the record. Note that it contains decimal numbers.	Integer number	Integer [0.0.NTGER313]	n/a
User name	Not specified by the data provider. Presumably the name of the country in which the study site is located.	String	Text [0.0.TEXTA315]	n/a
Hive name	Name of the beehive.	String	Text [0.0.TEXTA315]	n/a
Device_id	Identifier of the hive sensor device used in the B-GOOD project to acquire data from a beehive.	String	pms:applianceID [0.0.PPLNC488]	n/a
.csv file downloaded via the automated MI?	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
remarks on devices	Annotations related to the hive sensor device.	String	Text [0.0.TEXTA315]	n/a
Device name	Name of the hive sensor device used to acquire data from a beehive.	String	Text [0.0.TEXTA315]	n/a
Data start date	Not specified by the data provider. Presumably date and time in ISO 8601 format at which the hive sensor device started to acquire data.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Data end date	Not specified by the data provider. Presumably date and time in ISO 8601 format at which the hive sensor device stopped to acquire data.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Researches	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
latest logfile	Not specified by the data provider.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Q replacement date(s)	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
Remarks about Q info	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 16. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
ID	1 - 2	33.6	1	18.25	34.5	50	64	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	65 ( 80.2% )
User name	2 - 15	n/a	UK	n/a	n/a	n/a	The Netherla…	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 9.9% )
Hive name	1 - 38	n/a	?	n/a	n/a	n/a	Hive 3b (pre…	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	74 ( 91.4% )
Device_id	3 - 4	842.4	417	440.5	487	914	2,855	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	79 ( 97.5% )
.csv file downloaded via the automated MI?	0 - 1	n/a		n/a	n/a	n/a	1	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 2.5% )
remarks on devices	0 - 158	n/a		n/a	n/a	n/a	BEEPBASE-C25…	81	51 ( 63.0% )	0 ( 0.0% )	0 ( 0.0% )	17 ( 21.0% )
Device name	13 - 21	n/a	BEEPBASE-3E7…	n/a	n/a	n/a	BEEPBASE-E0D…	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	79 ( 97.5% )
Data start date	0 - 19	2,021.0	2021-01-01 0…	2,021	2,021	2,021	2021-12-20 0…	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	14 ( 17.3% )
Data end date	0 - 19	2,021.0	2021-04-16 2…	2,021	2,021	2,021	2021-12-31 2…	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 9.9% )
Researches	0 - 43	n/a		n/a	n/a	n/a	B-GOOD tier…	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	6 ( 7.4% )
latest logfile	0 - 19	2,022.0	2021-04-19 1…	2,021	2,022	2,022	2022-11-23 1…	81	16 ( 19.8% )	0 ( 0.0% )	0 ( 0.0% )	66 ( 81.5% )
Q replacement date(s)	0 - 42	n/a		n/a	n/a	n/a	(8A: 22-Apr-…	81	41 ( 50.6% )	0 ( 0.0% )	1 ( 1.2% )	36 ( 44.4% )
Remarks about Q info	0 - 292	n/a		n/a	n/a	n/a	hive 15a dea…	81	30 ( 37.0% )	0 ( 0.0% )	0 ( 0.0% )	46 ( 56.8% )

Quality measures

Table 17. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
ID	98.77%	80.25%	50	1
User name	100.00%	9.88%	The Netherlands	France
Hive name	100.00%	91.36%	KM 1 b	KM 2 b
Device_id	100.00%	97.53%	914	451
.csv file downloaded via the automated MI?	100.00%	2.47%	1	0
remarks on devices	37.04%	20.99%	null	BEEPBASE-C257 worked until 25-Jun-20. It was replaced by BEEPBASE-B6DF. So no data for ID 436 with base C257 in 2021, fully replaced by ID 1259 with base B6DF
Device name	100.00%	97.53%	BEEPBASE-A2BE	BEEPBASE-3E73
Data start date	98.77%	17.28%	2021-01-01 00:00:00	2021-10-21 11:05:00
Data end date	98.77%	9.88%	2021-12-31 23:59:00	2021-10-21 00:00:00
Researches	98.77%	7.41%	B-GOOD tier 1, B-GOOD tier 2	null
latest logfile	80.25%	81.48%	null	2022-03-31 15:04:26
Q replacement date(s)	49.38%	44.44%	null	8.Jul.21
Remarks about Q info	62.96%	56.79%	null	queen replacement without swarming

Changes made to preparatory file

Changed header from Device ID to Device_id. Reason: It is good data management practice to use consistent metadata throughout the entire dataset.
Changed header latest LOG file used for importing 2021 data (date untill the importing has been finished in july2022) to latest logfile. Reason: It is no good practice to include a comment to a column in the header. The comment should go into a separate metadata section where columns are defined and commented.

Changes made to data

Missing values were replaced by {NULL} (140 occurrences)
In a record with ID = {64} a {?} has been inserted in column Data start date and Data end date. This dataype is not compatible with the datetime datatype used in this column. This data has been changed to {NULL}.

Unresolved issues

For many columns it is possible to guess the meaning based on the context. However, for some columns (.csv file downloaded via the automated MI?, Researches, latest logfile, Q replacement date(s)). Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data.
In column ID there is one occurrence of {NULL}. If there are no well-founded reasons to do so it is recommended to use an integer value. Otherwise, there is a risk of an error when the data is reused.
In column User name the attributes {Switserland} and {UK} are used. If there are no well-founded reasons to do so it is recommended to use the English name of these countries (Switzerland, Great Britain), like for the majority of the attributes and to use the same attributes in all related datasets.
In cell D81 of worksheet meta data (20230107) of raw data file 1-meta-data-compiled-20230107.xlsx a comment has beeb inserted. This information gets lost when the data is imported in the EU Pollinator Hub. If there are no well-founded reasons to do so it is recommended to add such comments in a separate column.

apiaries

Table 18. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.PRIES399.0
Name	apiaries
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.PRIES399.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains metadata on the apiaries in which the study was conducted, such as name, the organisation or individual managing the apiary, number of hives and geographic position of the apiary.

This table contains metadata on the apiaries in which the study was conducted, such as name, the organisation or individual managing the apiary, number of hives and geographic position of the apiary.

Metadata

apiaries.User_id links to hives.User_id
apiaries.User_id links to sample codes.User_id
apiaries.User_id links to sensor devices.User_id
apiaries.location_id links to hives.Location_id
apiaries.location_id links to sample codes.Location_id
apiaries.location_id links to sensor devices.Location_id

Table 19. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
User_id	Identifier of a user in the B-GOOD project.	String	pms:userID [0.0.SERID483]	n/a
Location_id	Identifier a study site in the B-GOOD project.	String	dwc:locationID [0.0.LCTND157]	n/a
Name	Name of a study site.	String	Text [0.0.TEXTA315]	n/a
Type	Type of study site .	String	Text [0.0.TEXTA315]	n/a
Hives	Number of hives kept at a study site.	Integer number	Integer [0.0.NTGER313]	no.
Lattitude	Latitude of geographic position of a study site.	Decimal number	dwc:decimalLatitude [0.0.LTTDE333]	°
Longitude	Longitude of geographic position of a study site.	Decimal number	dwc:decimalLongitude [0.0.LNGTD332]	°
Address	Postal address associated with a study site.	String	Text [0.0.TEXTA315]	n/a
Postal code	Postcode associated with a study site.	String	eurostat:postcode [0.0.PSTCD378]	n/a
City	City in which a study site is located.	String	Text [0.0.TEXTA315]	n/a
Country	ISO 3166-1 alpha-2 code of the country in which a study site is located.	String	iso-3166:alpha-2CountryCode [0.0.LPHCN4]	n/a
Continent	Continent in which a study site is located.	String	Text [0.0.TEXTA315]	n/a
Created at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Deleted at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 20. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,195.5	1,592	2,100	2,152	2,425.75	2,759	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 44.4% )
Location_id	4 - 4	3,570.4	2,099	3,059.75	3,481.5	3,838.25	5,826	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	18 ( 100.0% )
Name	4 - 29	n/a	Gent	n/a	n/a	n/a	UC Apiary (P…	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	17 ( 94.4% )
Type	6 - 6	n/a	apiary	n/a	n/a	n/a	apiary	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 5.6% )
Hives	1 - 2	12.7	1	5.5	13	20	27	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	14 ( 77.8% )
Lattitude	2 - 6	50.0026	41.092	49.03	52	52	52	18	1 ( 5.6% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 50.0% )
Longitude	1 - 6	5.6461	3.576	5	5	5.637	11.943	18	1 ( 5.6% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 50.0% )
Address	0 - 24	n/a		n/a	n/a	n/a	Route de l'A…	18	0 ( 0.0% )	0 ( 0.0% )	5 ( 27.8% )	11 ( 61.1% )
Postal code	0 - 6	n/a		n/a	n/a	n/a	6702PD	18	8 ( 44.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 50.0% )
City	0 - 15	n/a		n/a	n/a	n/a	Wohlen bei B…	18	3 ( 16.7% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 61.1% )
Country	2 - 2	n/a	BE	n/a	n/a	n/a	FR	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 44.4% )
Continent	6 - 6	n/a	Europe	n/a	n/a	n/a	Europe	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 5.6% )
Created at	19 - 19	2,019.0	2019-03-15 0…	2,019	2,019	2,020	2021-04-08 1…	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	18 ( 100.0% )
Deleted at	0 - 19	2,020.0	2019-07-17 1…	2,020	2,020	2,021	2021-09-23 1…	18	11 ( 61.1% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 44.4% )

Quality measures

Table 21. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	44.44%	2152	2554
Location_id	100.00%	100.00%	2099	2099
Name	100.00%	94.44%	Holme Pierrepont	Gent
Type	100.00%	5.56%	apiary	apiary
Hives	100.00%	77.78%	20	9
Lattitude	94.44%	50.00%	52	51.074
Longitude	94.44%	50.00%	5	3.576
Address	100.00%	61.11%	null	Diepestraat
Postal code	55.56%	50.00%	null	9000
City	83.33%	61.11%	Nottingham	Gent
Country	100.00%	44.44%	NL	RO
Continent	100.00%	5.56%	Europe	Europe
Created at	100.00%	100.00%	2019-03-15 07:39:03	2019-03-15 07:39:03
Deleted at	38.89%	44.44%	null	2021-09-23 13:18:54

Changes made to preparatory file

None

Changes made to data

Missing values were replaced by {NULL} (24 occurrences)

Unresolved issues

Although the meaning of many columns can be guessed in context, the meaning of many columns (in particular of the columns Created at, Deleted at) is not entirely clear. Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data.

hives

Table 22. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.HIVES400.0
Name	hives
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.HIVES400.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains information on the honeybee colonies used in the study, such as organisation or individual responsible for the management of the hive, name, location, hive type and the queen.

This table contains information on the honeybee colonies used in the study, such as organisation or individual responsible for the management of the hive, name, location, hive type and the queen.

Metadata

hives.User_id links to apiaries.User_id
hives.User_id links to sample codes.User_id
hives.User_id links to sensor devices.User_id
hives.Hive_id links to sample codes.Hive_id
hives.Hive_id links to sensor devices.Hive_id
hives.Hive_id links to metadata main table.Hive_id
hives.Location_id links to metadata main table.Hive_id
hives.Location_id links to sample codes.Hive_id
hives.Location_id links to sample devices.Hive_id
hives.Queenid links to sample codes.Queenid

Table 23. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
User_id	Identifier of a user in the B-GOOD project.	String	pms:userID [0.0.SERID483]	n/a
Hive_id	Identifier of a beehive in the B-GOOD project.	String	pms:beehiveID [0.0.HVEID216]	n/a
Name	Name of the beehive.	String	Text [0.0.TEXTA315]	n/a
Type	Type of the beehive.	String	Text [0.0.TEXTA315]	n/a
Location_id	Identifier of the study site in the B-GOOD project in which the beehive is located.	String	dwc:locationID [0.0.LCTND157]	n/a
Color (HEX)	Not specifies by the data provider.	String	pms:rgbHexadecimalNotation [0.0.RGBDG487]	n/a
Queen_id	Identifier of a honey bee queen in the B-GOOD project.	String	pms:queenID [0.0.QNIDA486]	n/a
Queen name	Name of the honey bee queen.	String	Text [0.0.TEXTA315]	n/a
Queen color	Colour of the honey bee queen label.	String	pms:rgbHexadecimalNotation [0.0.RGBDG487]	n/a
Queen birth	Birth date in ISO 8601 format of the hoeny bee queen.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Queen fertilized	Not specified by the provider.	String	Text [0.0.TEXTA315]	n/a
Queen clipped	Not specified by the provider. Probably contains information on whether the honey bee queen's wings have been clipped or not.	String	Text [0.0.TEXTA315]	n/a
Brood layers	Not specified by the provider. Probably the number of hive bodies contained in the beehive.	Integer number	Integer [0.0.NTGER313]	n/a
Honey layers	Not specified by the provider. Probably the number of honey supers contained in the beehive.	Integer number	Integer [0.0.NTGER313]	n/a
Frames total	Not specified by the provider. Probably the number of frames actually contained in the beehive.	Integer number	Integer [0.0.NTGER313]	n/a
Created at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Deleted at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was deleted.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 24. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,246.2	1,592	2,142	2,152	2,383	2,759	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 3.9% )
Hive_id	4 - 5	21,334.9	9,791	15,284.5	19,413	24,967.5	35,800	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	205 ( 100.0% )
Name	1 - 38	n/a	A	n/a	n/a	n/a	Hive 3b (pre…	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	192 ( 93.7% )
Type	6 - 22	n/a	custom	n/a	n/a	n/a	deutsch_norm…	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 5.4% )
Location_id	4 - 4	3,717.9	2,099	3,062	3,603	3,899	6,957	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 9.3% )
Color (HEX)	0 - 9	n/a		n/a	n/a	n/a	#754B1FFF	205	14 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	85 ( 41.5% )
Queen_id	4 - 5	14,007.3	7,889	10,660	12,609	17,959	21,934	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	108 ( 52.7% )
Queen name	0 - 19	n/a		n/a	n/a	n/a	BE-01-997-26…	205	171 ( 83.4% )	0 ( 0.0% )	0 ( 0.0% )	34 ( 16.6% )
Queen color	0 - 7	n/a		n/a	n/a	n/a	#ffffff	205	150 ( 73.2% )	0 ( 0.0% )	0 ( 0.0% )	26 ( 12.7% )
Queen birth	0 - 19	2,020.0	2018-06-15 0…	2,019	2,020	2,021	2021-11-24 0…	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	53 ( 25.9% )
Queen fertilized	0 - 1	n/a	1	n/a	n/a	n/a	1	205	170 ( 82.9% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.0% )
Queen clipped	0 - 0	n/a		n/a	n/a	n/a		205	205 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )
Brood layers	1 - 1	1.1	1	1	1	1	2	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.5% )
Honey layers	1 - 1	1.3	1	1	1	2	2	205	187 ( 91.2% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.5% )
Frames total	1 - 2	13.1	1	8	10	20	40	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	13 ( 6.3% )
Created at	19 - 19	2,020.0	2019-03-15 0…	2,019	2,020	2,020	2021-11-24 1…	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	126 ( 61.5% )
Deleted at	0 - 19	2,020.0	2019-03-17 1…	2,020	2,020	2,021	2022-04-14 1…	205	107 ( 52.2% )	0 ( 0.0% )	0 ( 0.0% )	41 ( 20.0% )

Quality measures

Table 25. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	3.90%	2383	2554
Hive_id	100.00%	100.00%	16556	16556
Name	100.00%	93.66%	HPP7	KM 1 a
Type	100.00%	5.37%	dadant	deutsch_normalmass_1_5
Location_id	100.00%	9.27%	4701	2965
Color (HEX)	93.17%	41.46%	#F29100	#009af2
Queen_id	52.20%	52.68%	null	9438
Queen name	16.59%	16.59%	null	BE-01-997-0236-2020
Queen color	26.83%	12.68%	null	#4A90E2
Queen birth	52.20%	25.85%	null	2021-07-06 00:00:00
Queen fertilized	17.07%	0.98%	null	1
Queen clipped	0.00%	0.49%	null	null
Brood layers	52.20%	1.46%	null	2
Honey layers	8.78%	1.46%	null	2
Frames total	52.20%	6.34%	null	11
Created at	100.00%	61.46%	2019-10-31 09:11:49	2021-04-26 14:32:27
Deleted at	47.80%	20.00%	null	2021-02-03 11:38:10

Changes made to preparatory file

None

Changes made to data

Missing values were replaced by {NULL} (1396 occurrences)

Unresolved issues

Although the meaning of many columns can be guessed in context, the meaning of many columns (in particular of the columns Color (HEX), Queen fertilized, Brood layers, Honey layers, Frames total, Created at, Deleted at) is not entirely clear. Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data.

sample codes

Table 26. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.SMPLC401.0
Name	sample codes
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.SMPLC401.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains information on the codes of samples taken from honey bee colonies and information on the analyses carried out.

This table contains information on the codes of samples taken from honey bee colonies and information on the analyses carried out.

Metadata

sample codes.User_id links to apiaries.User_id
sample codes.User_id links to hives.User_id
sample codes.User_id links to sensor devices.User_id
sample codes.Location_id links to metadata main table.Hive_id
sample codes.Location_id links to hives.Hive_id
sample codes.Location_id links to sample devices.Hive_id
sample codes.Hive_id links to hives.Hive_id
sample codes.Hive_id links to sensor devices.Hive_id
sample codes.Hive_id links to metadata main table.Hive_id
sample codes.Queenid links to hives.Queenid
sample codes.Sample code links to B-GOOD health monitoring.Pilot study.SampleID

Table 27. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
User_id	Identifier of a user in the B-GOOD project.	String	pms:userID [0.0.SERID483]	n/a
Sample code	Sample identifier used to identify a specific sample taken from a specific beehive in the B-GOOD project.	String	dwc:materialSampleID [0.0.MTRLS489]	n/a
Sample date	Not specified by the data provider. Presumable date and time in ISO 8601 format at which a sample was taken.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Country code	ISO 3166-1 alpha-2 code of the country in which a study site from which the sample has been taken is located.	String	iso-3166:alpha-2CountryCode [0.0.LPHCN4]	n/a
Location_id	Identifier of the study site in the B-GOOD project where the beehive is located from which the sample has been taken.	String	dwc:locationID [0.0.LCTND157]	n/a
Location_name	Name of the study site where the beehive is located from which the sample has been taken.	String	Text [0.0.TEXTA315]	n/a
Hive_id	Identifier of a beehive in the B-GOOD project from which the sample was taken.	String	pms:beehiveID [0.0.HVEID216]	n/a
Hive_name	Name of the beehive.	String	Text [0.0.TEXTA315]	n/a
Queen_id	Identifier of a honey bee queen in the colony from which the sample was taken in the B-GOOD project.	String	pms:queenID [0.0.QNIDA486]	n/a
Sample note	Annotation to the sample.	String	Text [0.0.TEXTA315]	n/a
Test type	Not specified by the data provider. Presumable the type of test performed on the sample.	String	Text [0.0.TEXTA315]	n/a
Test date	Not specified by the data provider. Presumable the date at which a test was performed on the sample.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Test result	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
Test lab name	Not specified by the data provider. Presumably an identifier of the laboratory in which the test was perfromed.	String	Text [0.0.TEXTA315]	n/a
Updated at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was updated.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Created at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 28. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,308.7	1,592	2,142	2,383	2,713	2,759	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 3.8% )
Sample code	8 - 8	n/a	BRBNAMHF	n/a	n/a	n/a	DUDGGYAU	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	212 ( 100.0% )
Sample date	19 - 19	2,021.0	2021-02-03 1…	2,021	2,021	2,021	2021-11-23 0…	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	197 ( 92.9% )
Country code	0 - 2	n/a		n/a	n/a	n/a	FR	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 4.2% )
Location_id	4 - 4	3,553.1	3,060	3,386	3,603	3,818	3,899	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 4.2% )
Location_name	0 - 29	n/a		n/a	n/a	n/a	UC Apiary (P…	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 4.2% )
Hive_id	5 - 5	21,890.2	14,498	18,028	19,413	27,871.5	34,877	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	81 ( 38.2% )
Hive_name	0 - 38	n/a		n/a	n/a	n/a	Hive 3b (pre…	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	76 ( 35.8% )
Queen_id	4 - 5	13,442.4	7,889	10,665	12,608	16,182	21,687	212	1 ( 0.5% )	0 ( 0.0% )	0 ( 0.0% )	81 ( 38.2% )
Sample note	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )
Test type	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )
Test date	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )
Test result	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )
Test lab name	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )
Updated at	19 - 19	2,021.0	2021-02-03 1…	2,021	2,021	2,021	2021-12-23 1…	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	212 ( 100.0% )
Created at	19 - 19	2,021.0	2021-02-03 1…	2,021	2,021	2,021	2021-12-23 1…	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	212 ( 100.0% )

Quality measures

Table 29. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	3.77%	2383	2554
Sample code	100.00%	100.00%	BRBNAMHF	BRBNAMHF
Sample date	100.00%	92.92%	2021-11-15 11:00:55	2021-04-12 10:12:00
Country code	97.64%	4.25%	NL	null
Location_id	97.64%	4.25%	3761	null
Location_name	97.64%	4.25%	Mini-apiary	null
Hive_id	100.00%	38.21%	19097	16557
Hive_name	97.64%	35.85%	MA 1a	KM 2 a
Queen_id	99.53%	38.21%	10655	9439
Sample note	0.00%	0.47%	null	null
Test type	0.00%	0.47%	null	null
Test date	0.00%	0.47%	null	null
Test result	0.00%	0.47%	null	null
Test lab name	0.00%	0.47%	null	null
Updated at	100.00%	100.00%	2021-04-12 10:19:35	2021-04-12 10:19:35
Created at	100.00%	100.00%	2021-04-12 10:19:35	2021-04-12 10:19:35

Changes made to preparatory file

None

Changes made to data

Missing values were replaced by {NULL} (1081 occurrences)

Unresolved issues

Although the meaning of many columns can be guessed in context, the meaning of many columns (in particular of the columns Test type, Test date, Test result, Test lab name, Updated at, Deleted at) is not entirely clear. Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data.

sensor definitions

Table 30. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.SNSRD402.0
Name	sensor definitions
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.SNSRD402.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains information on the sensors used on the hive sensor devices such as type of parameter measured, unit and calibration data.

This table contains information on the sensors used on the hive sensor devices such as type of parameter measured, unit and calibration data.

Metadata

sensor definitions.Device_id links to sensor devices.Device_id
sensor definitions.Device_id links to metadata main table.Device_id

Table 31. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
Name	Name of the sensor.	String	Text [0.0.TEXTA315]	n/a
Device_id	Identifier of the hive sensor device used in the B-GOOD project to acquire data from a beehive.	String	pms:applianceID [0.0.PPLNC488]	n/a
inside_hive	Not specified by the data provider. Presumably a boolean flag that indicates whether the sensor of a hive sensor device was placed iside a beehive.	Boolean	Boolean [0.0.BLEAN316]	n/a
offset	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
multiplier	Not specified by the data provider.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
input_measurement	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
output_measurement	Not specified by the data provider. Presumably the quantity and unit in which the output of the sensor is given.	String	Text [0.0.TEXTA315]	n/a
Created at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Deleted at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was deleted.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 32. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Name	0 - 26	n/a		n/a	n/a	n/a	Weight - wei…	185	22 ( 11.9% )	0 ( 0.0% )	0 ( 0.0% )	12 ( 6.5% )
Device_id	3 - 4	744.4	417	433	460	682	2,782	185	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	57 ( 30.8% )
inside_hive	0 - 1	n/a	1	n/a	n/a	n/a	1	185	116 ( 62.7% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.1% )
offset	4 - 7	152,522.5	6,157	116,302.5	133,748	159,390	1,037,467	185	64 ( 34.6% )	0 ( 0.0% )	0 ( 0.0% )	107 ( 57.8% )
multiplier	5 - 12	7.61925871000	0.333333333	0.0000333	0.00003545	0.00004062	922.6	185	64 ( 34.6% )	0 ( 0.0% )	0 ( 0.0% )	106 ( 57.3% )
input_measurement	3 - 3	n/a	w_v	n/a	n/a	n/a	t_0	185	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.6% )
output_measurement	0 - 9	n/a		n/a	n/a	n/a	weight_kg	185	33 ( 17.8% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 2.2% )
Created at	19 - 19	2,020.0	2020-02-19 0…	2,020	2,020	2,021	2021-11-08 1…	185	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	144 ( 77.8% )
Deleted at	0 - 0	n/a		n/a	n/a	n/a		185	185 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Quality measures

Table 33. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Name	88.11%	6.49%	Weight - weight calibratie	Weight
Device_id	100.00%	30.81%	433	445
inside_hive	37.30%	1.08%	null	1
offset	65.41%	57.84%	null	114125
multiplier	65.41%	57.30%	null	0.0000514828
input_measurement	100.00%	1.62%	w_v	t_1
output_measurement	82.16%	2.16%	weight_kg	t_1
Created at	100.00%	77.84%	2020-02-19 00:00:00	2020-03-19 06:00:47
Deleted at	0.00%	0.54%	null	null

Changes made to preparatory file

None

Changes made to data

Missing values were replaced by {NULL} (484 occurrences)

Unresolved issues

Although the meaning of many columns can be guessed in context, the meaning of many columns (in particular of the columns offset, multiplier, input_measurement, output_measurement, Created at, Deleted at) is not entirely clear. Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data.

sensor devices

Table 34. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.SNSRD403.0
Name	sensor devices
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.SNSRD403.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	This table contains information on the hive sensor devices used in the study, such as the identifier of the colonies for which it was used, technical details on the device and technical details on the measurements.

This table contains information on the hive sensor devices used in the study, such as the identifier of the colonies for which it was used, technical details on the device and technical details on the measurements.

Metadata

sensor devices.User_id links to apiaries.User_id
sensor devices.User_id links to hives.User_id
sensor devices.User_id links to sample codes.User_id
sensor devices.Device_id links to sensor definitions.Device_id
sensor devices.Device_id links to metadata main table.Device_id
sample codes.Hive_id links to hives.Hive_id
sample codes.Hive_id links to sensor devices.Hive_id
sample codes.Hive_id links to metadata main table.Hive_id
sample codes.Location_id links to metadata main table.Hive_id
sample codes.Location_id links to hives.Hive_id
sample codes.Location_id links to sample devices.Hive_id

Table 35. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
User_id	Identifier of a user in the B-GOOD project.	String	pms:userID [0.0.SERID483]	n/a
Device_id	Identifier of the hive sensor device used in the B-GOOD project to acquire data from a beehive.	String	pms:applianceID [0.0.PPLNC488]	n/a
Name	Name of the hive sensor device.	String	Text [0.0.TEXTA315]	n/a
Hive_id	Identifier of a beehive in the B-GOOD project from which the hive sensor device acquires data.	String	pms:beehiveID [0.0.HVEID216]	n/a
Location_id	Identifier of the study site in the B-GOOD project where the beehive is located from which the hive sensor device acquires data.	String	dwc:locationID [0.0.LCTND157]	n/a
Type	Type of hive sensor device.	String	Text [0.0.TEXTA315]	n/a
last_message_received	Not specified by the data provider.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
hardware_id	Identifier of the hardware used in the hive sensor device.	String	Text [0.0.TEXTA315]	n/a
firmware_version	Version of the firmware used in the hive sensor device.	String	Text [0.0.TEXTA315]	n/a
hardware_version	Version of the hardware used in the hive sensor device.	String	Text [0.0.TEXTA315]	n/a
boot_count	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
measurement_interval_min	Not specified by the data provider. Probably the interval in minutes at which the hive sensor device acquire data.	Integer number	Integer [0.0.NTGER313]	min
measurement_transmission_ratio	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
ble_pin	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
battery_voltage	Not specified by the data provider. Presumably electric potential of the batteries of the device.	Decimal number	DecimalNumber [0.0.DCMLN314]	V
next_downlink_message	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
last_downlink_result	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
Created at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a
Deleted at	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was deleted.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 36. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,274.2	1,592	2,110.5	2,152	2,554	2,759	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 9.1% )
Device_id	3 - 4	949.7	417	442.25	492	1,273.25	2,855	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	88 ( 100.0% )
Name	13 - 21	n/a	BEEPBASE-B82…	n/a	n/a	n/a	BEEPBASE-E0D…	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	88 ( 100.0% )
Hive_id	5 - 5	27,290.5	14,498	19,100.5	26,022	37,968.5	45,532	88	3 ( 3.4% )	0 ( 0.0% )	0 ( 0.0% )	78 ( 88.6% )
Location_id	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )
Type	4 - 4	n/a	beep	n/a	n/a	n/a	beep	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )
last_message_received	0 - 19	2,022.0	2020-05-05 2…	2,022	2,023	2,023	2023-01-07 1…	88	5 ( 5.7% )	0 ( 0.0% )	0 ( 0.0% )	83 ( 94.3% )
hardware_id	16 - 18	n/a	a11eb122855d…	n/a	n/a	n/a	01237f01644e…	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	86 ( 97.7% )
firmware_version	0 - 6	n/a		n/a	n/a	n/a	1.5.12	88	6 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	7 ( 8.0% )
hardware_version	0 - 25	n/a		n/a	n/a	n/a	37718.37956…	88	9 ( 10.2% )	0 ( 0.0% )	0 ( 0.0% )	80 ( 90.9% )
boot_count	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )
measurement_interval_min	1 - 2	14.8	1	15	15	15	15	88	6 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 3.4% )
measurement_transmission_ratio	0 - 1	n/a	1	n/a	n/a	n/a	1	88	7 ( 8.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 2.3% )
ble_pin	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )
battery_voltage	1 - 4	2.945	2.1	2.63	3.005	3.3025	3.48	88	6 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	55 ( 62.5% )
next_downlink_message	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )
last_downlink_result	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )
Created at	19 - 19	2,020.0	2020-01-01 0…	2,020	2,020	2,020	2021-10-08 0…	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	88 ( 100.0% )
Deleted at	0 - 19	2,021.0	2021-05-10 1…	2,021	2,021	2,022	2022-03-16 1…	88	82 ( 93.2% )	0 ( 0.0% )	0 ( 0.0% )	6 ( 6.8% )

Quality measures

Table 37. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	9.09%	2383	2759
Device_id	100.00%	100.00%	485	485
Name	100.00%	100.00%	BEEPBASE-B82D	BEEPBASE-B82D
Hive_id	96.59%	88.64%	null	38603
Location_id	0.00%	1.14%	null	null
Type	100.00%	1.14%	beep	beep
last_message_received	94.32%	94.32%	null	2022-12-20 17:31:28
hardware_id	100.00%	97.73%	01238b5f1ecde81cee	01234b97f6f13cf5ee
firmware_version	93.18%	7.95%	1.5.9	1.3.4
hardware_version	89.77%	90.91%	null	37718.34279 ID:4294939732
boot_count	0.00%	1.14%	null	null
measurement_interval_min	93.18%	3.41%	15	1
measurement_transmission_ratio	92.05%	2.27%	1	null
ble_pin	0.00%	1.14%	null	null
battery_voltage	93.18%	62.50%	null	2.97
next_downlink_message	0.00%	1.14%	null	null
last_downlink_result	0.00%	1.14%	null	null
Created at	100.00%	100.00%	2020-01-29 09:55:43	2020-01-29 09:55:43
Deleted at	6.82%	6.82%	null	2022-03-16 13:10:31

Changes made to preparatory file

None

Changes made to data

Missing values were replaced by {NULL} (564 occurrences)

Unresolved issues

Although the meaning of many columns can be guessed in context, the meaning of many columns (in particular of the columns boot_count, measurement_transmission_ratio, ble_pin, next_downlink_message, last_downlink_result, Created at, Deleted at) is not entirely clear. Since it was decided to include this data in the data set, it should be explained in order to allow reuse of the data.

sensor flashlogs

Table 38. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).

Parameter	Content
Unique identifier	BGDWP185.SNSRF404.0
Name	sensor flashlogs
Target IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWP185.SNSRF404.0
Table Type	File
Licence	CC BY-NC-ND 4.0
Description	The content of this table is not explicitely specified, but it contains links to data files which seem to have been used for the reconstruction of missing data in the study.

The content of this table is not explicitely specified, but it contains links to data files which seem to have been used for the reconstruction of missing data in the study.

Metadata

n/a

Table 39. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Column Description	Datatype	Descriptor	Unit
A	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
B	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
C	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
D	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
E	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
F	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
G	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
H	Not specified by the data provider.	Integer number	Integer [0.0.NTGER313]	n/a
I	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
J	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
K	Not specified by the data provider.	String	Text [0.0.TEXTA315]	n/a
L	Not specified by the data provider.	Date and Time	iso-8601:calendarDateAndTime [0.0.DTNDT319]	n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 40. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
A	4 - 4	2,332.9	1,592	2,142	2,152	2,713	2,759	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 6.5% )
B	3 - 4	667.7	417	443	488	503	2,354	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	63 ( 51.2% )
C	5 - 5	19,981.3	14,498	18,028	19,101	19,772	32,693	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	65 ( 52.8% )
D	1 - 5	25,628.6	1	6,726	31,965	39,574	59,974	123	3 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	110 ( 89.4% )
E	1 - 1	n/a	1	n/a	n/a	n/a	1	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.8% )
F	0 - 1	n/a	1	n/a	n/a	n/a	1	123	61 ( 49.6% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.6% )
G	0 - 1	n/a	1	n/a	n/a	n/a	1	123	61 ( 49.6% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.6% )
H	2 - 7	1,141,588.3	45	106,476	1,335,231	1,965,432.5	3,021,415	123	58 ( 47.2% )	0 ( 0.0% )	0 ( 0.0% )	64 ( 52.0% )
I	67 - 68	n/a	https://asse…	n/a	n/a	n/a	https://asse…	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	123 ( 100.0% )
J	0 - 77	n/a		n/a	n/a	n/a	https://asse…	123	104 ( 84.6% )	0 ( 0.0% )	0 ( 0.0% )	20 ( 16.3% )
K	0 - 76	n/a		n/a	n/a	n/a	https://asse…	123	3 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	121 ( 98.4% )
L	19 - 19	2,021.0	2021-03-17 1…	2,021	2,021	2,021	2021-12-17 1…	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	123 ( 100.0% )

Quality measures

Table 41. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
A	100.00%	6.50%	2142	2554
B	100.00%	51.22%	495	451
C	100.00%	52.85%	18032	16557
D	97.56%	89.43%	1	6
E	100.00%	0.81%	1	1
F	50.41%	1.63%	1	null
G	50.41%	1.63%	1	null
H	52.85%	52.03%	null	2042983
I	100.00%	100.00%	https://assets.beep.nl/flashlog/sensor_451_flash_20210423100605.log	https://assets.beep.nl/flashlog/sensor_451_flash_20210423100605.log
J	15.45%	16.26%	null	https://assets.beep.nl/flashlog/sensor_452_flash_stripped_20210603130951.log
K	97.56%	98.37%	null	https://assets.beep.nl/flashlog/sensor_451_flash_filled_20220912085956.json
L	100.00%	100.00%	2021-04-23 10:06:09	2021-04-23 10:06:09

Changes made to preparatory file

No column headers are provided. Columns are therefore referred to as {A}, {B}, {C}, {D}, {E}, {F}, {G}, {H}, {I}

Changes made to data

Missing values were replaced by {NULL} (290 occurrences)

Unresolved issues

Although the meaning of some columns can be guessed in context, no header has been provided and the meaning of most columns is therefor unclear. Headers should be provided and explained in order to allow reuse of the data.

References

Dooremalen C. 2024 WP1 Tier 1 data 2021 B-GOOD. B-GOOD Bee Health Data Portal. [2024-10-17] beehealthdata.org

Annex 1: Table column reports

Table: hive sensors

Column: raw_data_file

Table 42. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	raw_data_file
Description	name of the raw data file from which the record has been read.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 43. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
raw_data_file	88 - 89	n/a	BE beep-expo…	n/a	n/a	n/a	PT beep-expo…	1,593,075	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	78 ( 0.0% )

Table 44. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
raw_data_file	100.00%	0.00%	NL beep-export-research-1-device-id-1174-sensor-data-2021-01-01-2021-12-31-v7EgK07kx3.csv	DE beep-export-research-1-device-id-2338-sensor-data-2021-01-01-2021-12-31-lVW0QI7u1D.csv

Data Distribution Top 20

Figure 1. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 2. Distribution of 20 least common values, from lowest to highest.

Completeness

Figure 3. Visualization of completeness of the data in the column.

Uniqueness

Figure 4. Visualization of uniqueness of the data in the column.

Column: time

Table 45. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	time
Description	Not specified by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 46. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
time	10 - 19	n/a	2021-07-15	n/a	n/a	n/a	2021-12-01 0…	1,593,075	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1,530,797 ( 96.1% )

Table 47. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
time	100.00%	96.09%	2021-07-24 11:59:57	2021-01-01 00:04:22

Completeness

Figure 5. Visualization of completeness of the data in the column.

Uniqueness

Figure 6. Visualization of uniqueness of the data in the column.

Column: Battery voltage (V) (bv)

Table 48. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Battery voltage (V) (bv)
Description	Not specified by the data provider. Presumably electric potential of the batteries of the device.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 49. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Battery voltage (V) (bv)	3 - 6	3.2654	0.0	3.226	3.344	3.392	36.989	1,593,075	1,897 ( 0.1% )	2 ( 0.0% )	0 ( 0.0% )	1,363 ( 0.1% )

Table 50. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Battery voltage (V) (bv)	99.88%	0.09%	3.36	3.528

Continuous Data Distribution

Figure 7. Distribution of values in the column.

Outliers

Figure 8. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 9. Visualization of completeness of the data in the column.

Uniqueness

Figure 10. Visualization of uniqueness of the data in the column.

Column: Weight (kg) (weight_kg)

Table 51. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Weight (kg) (weight_kg)
Description	Not specified by the data provider. Presumably weight of the beehive in kg.
Data type	Decimal number
Descriptor	pms:hiveWeight [UID:0.0.HVWGH33]
Descriptor description	A hive weight is a measurement of the mass of a beehive.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.HVWGH33
Unit	kg

Table 52. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Weight (kg) (weight_kg)	3 - 18	57.5994023399999975	-3.4297384117829	26.9206995	33.23405832	41.12037487	11,909.0	1,593,075	25,907 ( 1.6% )	373 ( 0.0% )	0 ( 0.0% )	1,446,706 ( 90.8% )

Table 53. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Weight (kg) (weight_kg)	98.37%	90.81%	null	29.0048942624

Continuous Data Distribution

Figure 11. Distribution of values in the column.

Outliers

Figure 12. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 13. Visualization of completeness of the data in the column.

Uniqueness

Figure 14. Visualization of uniqueness of the data in the column.

Column: Received signal strength (dBm) (rssi)

Table 54. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Received signal strength (dBm) (rssi)
Description	Not specified by the data provider. Received signal strength.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 55. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Received signal strength (dBm) (rssi)	5 - 6	-94.48	-144.0	-105	-95	-83	113.0	1,593,075	201,792 ( 12.7% )	0 ( 0.0% )	0 ( 0.0% )	105 ( 0.0% )

Table 56. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Received signal strength (dBm) (rssi)	87.33%	0.01%	null	-144.0

Data Distribution Top 20

Figure 15. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 16. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 17. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 18. Visualization of completeness of the data in the column.

Uniqueness

Figure 19. Visualization of uniqueness of the data in the column.

Column: Signal to noise ratio (dB) (snr)

Table 57. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Signal to noise ratio (dB) (snr)
Description	Not specified by the data provider. Signal-to-noise ratio given in dB.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 58. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Signal to noise ratio (dB) (snr)	3 - 6	4.820	-24.0	5	7.8	9.5	15.0	1,593,075	201,812 ( 12.7% )	2,549 ( 0.2% )	0 ( 0.0% )	251 ( 0.0% )

Table 59. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Signal to noise ratio (dB) (snr)	87.33%	0.02%	null	15.0

Data Distribution Top 20

Figure 20. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 21. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 22. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 23. Visualization of completeness of the data in the column.

Uniqueness

Figure 24. Visualization of uniqueness of the data in the column.

Column: T 0 (°C) (t_0)

Table 60. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	T 0 (°C) (t_0)
Description	Not specified by the data provider. Obviously temperature measurements with sensor 0. Probably referring to attributes in column input_measurement of table sensor definition..
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	°C

Table 61. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
T 0 (°C) (t_0)	3 - 6	17.714	-16.18	7.68	15.87	30.43	100.0	1,593,075	171,762 ( 10.8% )	36,726 ( 2.3% )	0 ( 0.0% )	932 ( 0.1% )

Table 62. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
T 0 (°C) (t_0)	89.22%	0.06%	null	43.87

Data Distribution Top 20

Figure 25. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 26. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 27. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 28. Visualization of completeness of the data in the column.

Uniqueness

Figure 29. Visualization of uniqueness of the data in the column.

Column: T 1 (°C) (t_1)

Table 63. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	T 1 (°C) (t_1)
Description	Not specified by the data provider. Obviously temperature measurements with sensor 1. Probably referring to attributes in column input_measurement of table sensor definition..
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	°C

Table 64. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
T 1 (°C) (t_1)	3 - 6	21.167	-16.93	9.81	20.81	33.56	100.0	1,593,075	171,764 ( 10.8% )	30,558 ( 1.9% )	0 ( 0.0% )	977 ( 0.1% )

Table 65. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
T 1 (°C) (t_1)	89.22%	0.06%	null	48.25

Data Distribution Top 20

Figure 30. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 31. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 32. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 33. Visualization of completeness of the data in the column.

Uniqueness

Figure 34. Visualization of uniqueness of the data in the column.

Column: S bin 122 173 (s_bin_122_173)

Table 66. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 122 173 (s_bin_122_173)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 67. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 122 173 (s_bin_122_173)	3 - 7	26.66	0.0	8	13	26	34,032.0	1,593,075	20,379 ( 1.3% )	11,307 ( 0.7% )	0 ( 0.0% )	1,259 ( 0.1% )

Table 68. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 122 173 (s_bin_122_173)	98.72%	0.08%	8.0	1280.0

Data Distribution Top 20

Figure 35. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 36. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 37. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 38. Visualization of completeness of the data in the column.

Uniqueness

Figure 39. Visualization of uniqueness of the data in the column.

Column: S bin 71 122 (s_bin_71_122)

Table 69. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 71 122 (s_bin_71_122)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 70. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 71 122 (s_bin_71_122)	3 - 7	43.09	0.0	13	21	46	35,659.0	1,593,075	19,852 ( 1.2% )	886 ( 0.1% )	0 ( 0.0% )	1,488 ( 0.1% )

Table 71. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 71 122 (s_bin_71_122)	98.75%	0.09%	12.0	1658.0

Continuous Data Distribution

Figure 40. Distribution of values in the column.

Outliers

Figure 41. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 42. Visualization of completeness of the data in the column.

Uniqueness

Figure 43. Visualization of uniqueness of the data in the column.

Column: S bin 173 224 (s_bin_173_224)

Table 72. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 173 224 (s_bin_173_224)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 73. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 173 224 (s_bin_173_224)	3 - 7	22.75	0.0	7	10	21	22,580.0	1,593,075	20,378 ( 1.3% )	27,605 ( 1.7% )	0 ( 0.0% )	965 ( 0.1% )

Table 74. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 173 224 (s_bin_173_224)	98.72%	0.06%	7.0	1188.0

Data Distribution Top 20

Figure 44. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 45. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 46. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 47. Visualization of completeness of the data in the column.

Uniqueness

Figure 48. Visualization of uniqueness of the data in the column.

Column: S bin 224 276 (s_bin_224_276)

Table 75. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 224 276 (s_bin_224_276)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 76. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 224 276 (s_bin_224_276)	3 - 7	25.42	0.0	6	9	23	18,619.0	1,593,075	20,377 ( 1.3% )	30,850 ( 1.9% )	0 ( 0.0% )	948 ( 0.1% )

Table 77. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 224 276 (s_bin_224_276)	98.72%	0.06%	6.0	696.0

Data Distribution Top 20

Figure 49. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 50. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 51. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 52. Visualization of completeness of the data in the column.

Uniqueness

Figure 53. Visualization of uniqueness of the data in the column.

Column: S bin 276 327 (s_bin_276_327)

Table 78. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 276 327 (s_bin_276_327)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 79. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 276 327 (s_bin_276_327)	3 - 7	18.36	0.0	5	7	18	23,867.0	1,593,075	20,378 ( 1.3% )	44,064 ( 2.8% )	0 ( 0.0% )	831 ( 0.1% )

Table 80. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 276 327 (s_bin_276_327)	98.72%	0.05%	5.0	655.0

Data Distribution Top 20

Figure 54. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 55. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 56. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 57. Visualization of completeness of the data in the column.

Uniqueness

Figure 58. Visualization of uniqueness of the data in the column.

Column: S bin 327 378 (s_bin_327_378)

Table 81. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 327 378 (s_bin_327_378)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 82. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 327 378 (s_bin_327_378)	3 - 7	15.50	0.0	4	6	15	16,225.0	1,593,075	20,032 ( 1.3% )	52,842 ( 3.3% )	0 ( 0.0% )	871 ( 0.1% )

Table 83. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 327 378 (s_bin_327_378)	98.74%	0.05%	5.0	606.0

Data Distribution Top 20

Figure 59. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 60. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 61. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 62. Visualization of completeness of the data in the column.

Uniqueness

Figure 63. Visualization of uniqueness of the data in the column.

Column: S bin 378 429 (s_bin_378_429)

Table 84. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 378 429 (s_bin_378_429)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 85. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 378 429 (s_bin_378_429)	3 - 7	13.79	0.0	4	6	13	13,079.0	1,593,075	19,853 ( 1.2% )	52,738 ( 3.3% )	0 ( 0.0% )	739 ( 0.0% )

Table 86. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 378 429 (s_bin_378_429)	98.75%	0.05%	4.0	477.0

Data Distribution Top 20

Figure 64. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 65. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 66. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 67. Visualization of completeness of the data in the column.

Uniqueness

Figure 68. Visualization of uniqueness of the data in the column.

Column: S bin 429 480 (s_bin_429_480)

Table 87. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 429 480 (s_bin_429_480)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 88. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 429 480 (s_bin_429_480)	3 - 7	12.72	0.0	4	5	12	13,122.0	1,593,075	19,854 ( 1.2% )	51,899 ( 3.3% )	0 ( 0.0% )	684 ( 0.0% )

Table 89. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 429 480 (s_bin_429_480)	98.75%	0.04%	4.0	586.0

Data Distribution Top 20

Figure 69. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 70. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 71. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 72. Visualization of completeness of the data in the column.

Uniqueness

Figure 73. Visualization of uniqueness of the data in the column.

Column: S bin 480 532 (s_bin_480_532)

Table 90. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 480 532 (s_bin_480_532)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 91. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 480 532 (s_bin_480_532)	3 - 6	10.98	0.0	3	5	10	9,579.0	1,593,075	19,851 ( 1.2% )	59,801 ( 3.8% )	0 ( 0.0% )	649 ( 0.0% )

Table 92. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 480 532 (s_bin_480_532)	98.75%	0.04%	4.0	424.0

Data Distribution Top 20

Figure 74. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 75. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 76. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 77. Visualization of completeness of the data in the column.

Uniqueness

Figure 78. Visualization of uniqueness of the data in the column.

Column: S bin 532 583 (s_bin_532_583)

Table 93. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 532 583 (s_bin_532_583)
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 94. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 532 583 (s_bin_532_583)	3 - 6	3.39	0.0	1	1	3	4,440.0	1,593,075	19,850 ( 1.2% )	178,749 ( 11.2% )	0 ( 0.0% )	318 ( 0.0% )

Table 95. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 532 583 (s_bin_532_583)	98.75%	0.02%	1.0	207.0

Data Distribution Top 20

Figure 79. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 80. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 81. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 82. Visualization of completeness of the data in the column.

Uniqueness

Figure 83. Visualization of uniqueness of the data in the column.

Column: Imported from device flash log

Table 96. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Imported from device flash log
Description	Not specified by the data provider.
Data type	Boolean
Descriptor	Boolean [UID:0.0.BLEAN316]
Descriptor description	A basic type representing boolean. Supports a simple true or false value.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BLEAN316
Unit	n/a

Table 97. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Imported from device flash log	3 - 3	1.00	1.0	1	1	1	1.0	1,593,075	1,391,813 ( 87.4% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Table 98. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Imported from device flash log	12.63%	0.00%	null	1.0

Data Distribution Top 20

Figure 84. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 85. Distribution of values in the column.

Outliers

Figure 86. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 87. Visualization of completeness of the data in the column.

Uniqueness

Figure 88. Visualization of uniqueness of the data in the column.

Column: Temperature inside (°C) (t_i)

Table 99. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Temperature inside (°C) (t_i)
Description
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 100. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Temperature inside (°C) (t_i)	3 - 5	24.724	-5.93	16.87	28.12	34.37	85.0	1,593,075	1,436,558 ( 90.2% )	0 ( 0.0% )	0 ( 0.0% )	718 ( 0.0% )

Table 101. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Temperature inside (°C) (t_i)	9.82%	0.05%	null	-4.43

Data Distribution Top 20

Figure 89. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 90. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 91. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 92. Visualization of completeness of the data in the column.

Uniqueness

Figure 93. Visualization of uniqueness of the data in the column.

Column: Lattitude (lat)

Table 102. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Lattitude (lat)
Description
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 103. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Lattitude (lat)	8 - 8	46.939240	46.93924	46.93924	46.93924	46.93924	46.93924	1,593,075	1,593,072 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Table 104. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Lattitude (lat)	0.00%	0.00%	null	46.93924

Data Distribution Top 20

Figure 94. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 95. Distribution of values in the column.

Outliers

Figure 96. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 97. Visualization of completeness of the data in the column.

Uniqueness

Figure 98. Visualization of uniqueness of the data in the column.

Column: lon (lon)

Table 105. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	lon (lon)
Description
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 106. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
lon (lon)	8 - 8	7.3991040	7.399104	7.399104	7.399104	7.399104	7.399104	1,593,075	1,593,072 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Table 107. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
lon (lon)	0.00%	0.00%	null	7.399104

Data Distribution Top 20

Figure 99. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 100. Distribution of values in the column.

Outliers

Figure 101. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 102. Visualization of completeness of the data in the column.

Uniqueness

Figure 103. Visualization of uniqueness of the data in the column.

Column: S bin 0 201 (s_bin_0_201)

Table 108. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 0 201 (s_bin_0_201)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 109. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 0 201 (s_bin_0_201)	4 - 5	87.29	64.0	83	87	91	131.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	53 ( 0.0% )

Table 110. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 0 201 (s_bin_0_201)	0.85%	0.00%	null	131.0

Data Distribution Top 20

Figure 104. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 105. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 106. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 107. Visualization of completeness of the data in the column.

Uniqueness

Figure 108. Visualization of uniqueness of the data in the column.

Column: S bin 201 402 (s_bin_201_402)

Table 111. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 201 402 (s_bin_201_402)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 112. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 201 402 (s_bin_201_402)	4 - 4	19.46	13.0	18	19	20	56.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	30 ( 0.0% )

Table 113. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 201 402 (s_bin_201_402)	0.85%	0.00%	null	41.0

Data Distribution Top 20

Figure 109. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 110. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 111. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 112. Visualization of completeness of the data in the column.

Uniqueness

Figure 113. Visualization of uniqueness of the data in the column.

Column: S bin 402 602 (s_bin_402_602)

Table 114. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 402 602 (s_bin_402_602)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 115. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 402 602 (s_bin_402_602)	3 - 4	14.04	9.0	13	14	15	58.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	36 ( 0.0% )

Table 116. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 402 602 (s_bin_402_602)	0.85%	0.00%	null	38.0

Data Distribution Top 20

Figure 114. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 115. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 116. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 117. Visualization of completeness of the data in the column.

Uniqueness

Figure 118. Visualization of uniqueness of the data in the column.

Column: S bin 602 803 (s_bin_602_803)

Table 117. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 602 803 (s_bin_602_803)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 118. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 602 803 (s_bin_602_803)	3 - 4	11.88	8.0	11	12	12	57.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	35 ( 0.0% )

Table 119. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 602 803 (s_bin_602_803)	0.85%	0.00%	null	18.0

Data Distribution Top 20

Figure 119. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 120. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 121. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 122. Visualization of completeness of the data in the column.

Uniqueness

Figure 123. Visualization of uniqueness of the data in the column.

Column: S bin 803 1004 (s_bin_803_1004)

Table 120. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 803 1004 (s_bin_803_1004)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 121. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 803 1004 (s_bin_803_1004)	3 - 4	10.70	7.0	10	11	11	78.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	35 ( 0.0% )

Table 122. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 803 1004 (s_bin_803_1004)	0.85%	0.00%	null	19.0

Data Distribution Top 20

Figure 124. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 125. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 126. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 127. Visualization of completeness of the data in the column.

Uniqueness

Figure 128. Visualization of uniqueness of the data in the column.

Column: S bin 1004 1205 (s_bin_1004_1205)

Table 123. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 1004 1205 (s_bin_1004_1205)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 124. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 1004 1205 (s_bin_1004_1205)	3 - 4	9.88	7.0	9	10	10	67.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	34 ( 0.0% )

Table 125. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 1004 1205 (s_bin_1004_1205)	0.85%	0.00%	null	56.0

Data Distribution Top 20

Figure 129. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 130. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 131. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 132. Visualization of completeness of the data in the column.

Uniqueness

Figure 133. Visualization of uniqueness of the data in the column.

Column: S bin 1205 1406 (s_bin_1205_1406)

Table 126. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 1205 1406 (s_bin_1205_1406)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 127. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 1205 1406 (s_bin_1205_1406)	3 - 4	9.25	7.0	9	9	10	70.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	31 ( 0.0% )

Table 128. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 1205 1406 (s_bin_1205_1406)	0.85%	0.00%	null	46.0

Data Distribution Top 20

Figure 134. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 135. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 136. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 137. Visualization of completeness of the data in the column.

Uniqueness

Figure 138. Visualization of uniqueness of the data in the column.

Column: S bin 1406 1607 (s_bin_1406_1607)

Table 129. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 1406 1607 (s_bin_1406_1607)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 130. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 1406 1607 (s_bin_1406_1607)	3 - 4	8.49	6.0	8	8	9	72.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	37 ( 0.0% )

Table 131. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 1406 1607 (s_bin_1406_1607)	0.85%	0.00%	null	28.0

Data Distribution Top 20

Figure 139. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 140. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 141. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 142. Visualization of completeness of the data in the column.

Uniqueness

Figure 143. Visualization of uniqueness of the data in the column.

Column: S bin 1607 1807 (s_bin_1607_1807)

Table 132. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 1607 1807 (s_bin_1607_1807)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 133. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 1607 1807 (s_bin_1607_1807)	3 - 4	7.53	5.0	7	7	8	33.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	25 ( 0.0% )

Table 134. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 1607 1807 (s_bin_1607_1807)	0.85%	0.00%	null	33.0

Data Distribution Top 20

Figure 144. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 145. Distribution of 20 least common values, from lowest to highest.

Outliers

Figure 146. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 147. Visualization of completeness of the data in the column.

Uniqueness

Figure 148. Visualization of uniqueness of the data in the column.

Column: S bin 1807 2008 (s_bin_1807_2008)

Table 135. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	S bin 1807 2008 (s_bin_1807_2008)
Description
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 136. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
S bin 1807 2008 (s_bin_1807_2008)	3 - 4	6.75	5.0	6	7	7	34.0	1,593,075	1,579,510 ( 99.1% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 0.0% )

Table 137. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
S bin 1807 2008 (s_bin_1807_2008)	0.85%	0.00%	null	34.0

Data Distribution Top 20

Figure 149. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 150. Distribution of values in the column.

Outliers

Figure 151. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 152. Visualization of completeness of the data in the column.

Uniqueness

Figure 153. Visualization of uniqueness of the data in the column.

Table: EFSA data

Column: Country

Table 138. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Country
Description	ISO 3166-1 alpha-2 code of the country in which a study site is located.
Data type	String
Descriptor	iso-3166:alpha-2CountryCode [UID:0.0.LPHCN4]
Descriptor description	A two-letter code that represents a country name, recommended as the general purpose code.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.LPHCN4
Unit	n/a

Table 139. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Country	2 - 2	n/a	PT	n/a	n/a	n/a	BE	233	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.3% )

Table 140. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Country	100.00%	1.29%	PT	BE

Data Distribution Top 20

Figure 154. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 155. Visualization of completeness of the data in the column.

Uniqueness

Figure 156. Visualization of uniqueness of the data in the column.

Column: Date

Table 141. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Date
Description	Date in ISO 8601 format at which the measurement was made.
Data type	Date
Descriptor	iso-8601:calendarDate [UID:0.0.DATEA317]
Descriptor description	particular calendar day [...] represented by its calendar year [...], its calendar month [...] and its calendar day of month [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DATEA317
Unit	n/a

Table 142. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Date	10 - 10	2,021.0	2021-03-17	2,021	2,021	2,022	2022-09-29	233	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	39 ( 16.7% )

Table 143. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Date	100.00%	16.74%	2021-07-15	2022-03-13

Outliers

Figure 157. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 158. Visualization of completeness of the data in the column.

Uniqueness

Figure 159. Visualization of uniqueness of the data in the column.

Column: Colony

Table 144. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Colony
Description	Name of the beehive.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 145. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Colony	2 - 4	n/a	H1	n/a	n/a	n/a	km01	233	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	44 ( 18.9% )

Table 146. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Colony	100.00%	18.88%	H2	H3B

Completeness

Figure 160. Visualization of completeness of the data in the column.

Uniqueness

Figure 161. Visualization of uniqueness of the data in the column.

Column: Queen ID

Table 147. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen ID
Description	Name of the honey bee queen.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 148. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen ID	0 - 12	n/a		n/a	n/a	n/a	20Clementina	233	83 ( 35.6% )	0 ( 0.0% )	0 ( 0.0% )	27 ( 11.6% )

Table 149. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen ID	64.38%	11.59%	null	21Anabela

Completeness

Figure 162. Visualization of completeness of the data in the column.

Uniqueness

Figure 163. Visualization of uniqueness of the data in the column.

Column: Capped

Table 150. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Capped
Description	Number of cells of a comb containing capped brood cells.
Data type	Decimal number
Descriptor	pms:numberOfCappedBroodCells [UID:0.0.NMBRF490]
Descriptor description	Capped brood is brood (a larva, pupa, adult shortly before hatching), contained in the capped cell of a comb.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF490
Unit	no.

Table 151. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Capped	1 - 5	8,715.2	4	3,686	8,139	13,455	21,606	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	219 ( 94.0% )

Table 152. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Capped	93.99%	93.99%	null	9062

Continuous Data Distribution

Figure 164. Distribution of values in the column.

Outliers

Figure 165. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 166. Visualization of completeness of the data in the column.

Uniqueness

Figure 167. Visualization of uniqueness of the data in the column.

Column: Eggs

Table 153. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Eggs
Description	Number of cells of a comb containing eggs.
Data type	Decimal number
Descriptor	pms:numberOfEggs [UID:0.0.NMBRF491]
Descriptor description	The oval round body laid by a female bird, fish, reptile, insect, etc., containing the germ of a new individual along with food for its development, and having an enclosed shell or membrane.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF491
Unit	no.

Table 154. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Eggs	1 - 4	1,460.8	7	644	1,269	2,169	5,227	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	216 ( 92.7% )

Table 155. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Eggs	93.99%	92.70%	null	4041

Continuous Data Distribution

Figure 168. Distribution of values in the column.

Outliers

Figure 169. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 170. Visualization of completeness of the data in the column.

Uniqueness

Figure 171. Visualization of uniqueness of the data in the column.

Column: Honey

Table 156. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Honey
Description	Number of cells of a comb containing honey.
Data type	Decimal number
Descriptor	pms:numberOfHoneyCells [UID:0.0.NMBRF492]
Descriptor description	Honey is a primary hive product and has been defined as [...] the natural sweet substance produced by honey bees from the nectar of plants or from secretions of living parts of plants or excretions of plant sucking insects on the living parts of plants, which the bees collect, transform by combining with specific substances of their own, deposit, dehydrate, store and leave in the honey comb to ripen and mature.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF492
Unit	no.

Table 157. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Honey	3 - 5	6,964.8	253	2,228	5,541	9,202	28,825	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )

Table 158. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Honey	93.99%	94.42%	null	3202

Continuous Data Distribution

Figure 172. Distribution of values in the column.

Outliers

Figure 173. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 174. Visualization of completeness of the data in the column.

Uniqueness

Figure 175. Visualization of uniqueness of the data in the column.

Column: Larva

Table 159. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Larva
Description	Number of cells of a comb containing larvae.
Data type	Decimal number
Descriptor	pms:numberOfLarvaeCells [UID:0.0.NMBRF497]
Descriptor description	A larva [...] is a distinct juvenile form many animals undergo before metamorphosis into their next life stage. Animals with indirect development such as insects, some arachnids, amphibians, or cnidarians typically have a larval phase of their life cycle.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF497
Unit	no.

Table 160. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Larva	1 - 4	3,223.5	2	1,325	2,698	5,164	9,042	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	218 ( 93.6% )

Table 161. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Larva	93.99%	93.56%	null	6923

Continuous Data Distribution

Figure 176. Distribution of values in the column.

Outliers

Figure 177. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 178. Visualization of completeness of the data in the column.

Uniqueness

Figure 179. Visualization of uniqueness of the data in the column.

Column: Nectar

Table 162. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Nectar
Description	Number of cells of a comb containing nectar.
Data type	Decimal number
Descriptor	pms:numberOfNectarCells [UID:0.0.NMBRF494]
Descriptor description	Nectar is a honey bee forage that has been defined as follows: A sweet secretion of flowers (from nectaries) of various plants; some secrete enough to provide excess for conversion to honey.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF494
Unit	no.

Table 163. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Nectar	2 - 5	6,390.3	83	3,267	5,706	8,979	27,197	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )

Table 164. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Nectar	93.99%	94.42%	null	10766

Continuous Data Distribution

Figure 180. Distribution of values in the column.

Outliers

Figure 181. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 182. Visualization of completeness of the data in the column.

Uniqueness

Figure 183. Visualization of uniqueness of the data in the column.

Column: Other

Table 165. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Other
Description	Number of cells of a comb containing other objects.
Data type	Decimal number
Descriptor	pms:numberOfOtherCells [UID:0.0.NMBRF495]
Descriptor description	Different than the one(s) previously specified or mentioned.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF495
Unit	no.

Table 166. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Other	3 - 6	34,580.5	749	23,843	32,478	42,275	100,170	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )

Table 167. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Other	93.99%	94.42%	null	21807

Continuous Data Distribution

Figure 184. Distribution of values in the column.

Outliers

Figure 185. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 186. Visualization of completeness of the data in the column.

Uniqueness

Figure 187. Visualization of uniqueness of the data in the column.

Column: Pollen

Table 168. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Pollen
Description	Number of cells of a comb containing pollen.
Data type	Decimal number
Descriptor	pms:numberOfPollenCells [UID:0.0.NMBRF496]
Descriptor description	Pollen is a honey bee forage that has been defined as follows: Usually a powdery substance consisting of pollen grains which are male microgametophytes of seed plants, which produce male gametes. Male reproductive cells of flowers collected at anthers and used by bees for rearing their young. It is the protein part of the diet; termed bee bread when processed and stored in cells in teh colony.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF496
Unit	no.

Table 169. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Pollen	1 - 5	7,681.2	9	4,779	7,235	10,186	18,396	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	218 ( 93.6% )

Table 170. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Pollen	93.99%	93.56%	null	5701

Continuous Data Distribution

Figure 188. Distribution of values in the column.

Outliers

Figure 189. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 190. Visualization of completeness of the data in the column.

Uniqueness

Figure 191. Visualization of uniqueness of the data in the column.

Column: Total

Table 171. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Total
Description	Total of columns Capped, Eggs, Honey, Larva, Nectar, Other, Pollen.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	no.

Table 172. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Total	4 - 6	69,008.8	2,040	60,727	63,456	77,848	154,294	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	219 ( 94.0% )

Table 173. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Total	93.99%	93.99%	null	63031

Continuous Data Distribution

Figure 192. Distribution of values in the column.

Outliers

Figure 193. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 194. Visualization of completeness of the data in the column.

Uniqueness

Figure 195. Visualization of uniqueness of the data in the column.

Column: Uncapped brood

Table 174. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Uncapped brood
Description	Number of cells of a comb containing uncapped brood cells.
Data type	Decimal number
Descriptor	pms:numberOfUncappedBroodCells [UID:0.0.NMBRF500]
Descriptor description	Uncapped brood is brood (an egg or a larva), contained in the uncapped cell of a comb.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF500
Unit	no.

Table 175. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Uncapped brood	2 - 5	4,684.3	19	2,181	4,007	7,448	12,587	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	217 ( 93.1% )

Table 176. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Uncapped brood	93.99%	93.13%	null	10964

Continuous Data Distribution

Figure 196. Distribution of values in the column.

Outliers

Figure 197. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 198. Visualization of completeness of the data in the column.

Uniqueness

Figure 199. Visualization of uniqueness of the data in the column.

Column: Total brood

Table 177. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Total brood
Description	Number of cells of a comb containing brood in any stage.
Data type	Decimal number
Descriptor	pms:numberOfBroodCells [UID:0.0.NMBRF498]
Descriptor description	Brood is an aggregate of eggs, larvae, pupae or adults shortly before hatching contained in brood cells.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NMBRF498
Unit	no.

Table 178. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Total brood	2 - 5	13,399.5	87	6,283	12,398	20,389	32,088	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	220 ( 94.4% )

Table 179. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Total brood	93.99%	94.42%	null	21555

Continuous Data Distribution

Figure 200. Distribution of values in the column.

Outliers

Figure 201. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 202. Visualization of completeness of the data in the column.

Uniqueness

Figure 203. Visualization of uniqueness of the data in the column.

Column: Egg rate

Table 180. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Egg rate
Description	Not specified by the provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 181. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Egg rate	1 - 4	486.9	2	215	423	723	1,742	233	14 ( 6.0% )	0 ( 0.0% )	0 ( 0.0% )	204 ( 87.6% )

Table 182. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Egg rate	93.99%	87.55%	null	1347

Continuous Data Distribution

Figure 204. Distribution of values in the column.

Outliers

Figure 205. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 206. Visualization of completeness of the data in the column.

Uniqueness

Figure 207. Visualization of uniqueness of the data in the column.

Column: Kg honey/nectar

Table 183. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Kg honey/nectar
Description	Not specified by the provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 184. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Kg honey/nectar	3 - 4	11.80	1.5	6	9.6	14.7	44.7	233	6 ( 2.6% )	0 ( 0.0% )	0 ( 0.0% )	139 ( 59.7% )

Table 185. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Kg honey/nectar	97.42%	59.66%	5.7	12.2

Continuous Data Distribution

Figure 208. Distribution of values in the column.

Outliers

Figure 209. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 210. Visualization of completeness of the data in the column.

Uniqueness

Figure 211. Visualization of uniqueness of the data in the column.

Column: Population

Table 186. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Population
Description	Not specified by the provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	no.

Table 187. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Population	4 - 5	23,310.6	1,935	16,137	22,177	29,435	60,000	233	6 ( 2.6% )	0 ( 0.0% )	0 ( 0.0% )	208 ( 89.3% )

Table 188. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Population	97.42%	89.27%	null	31129

Continuous Data Distribution

Figure 212. Distribution of values in the column.

Outliers

Figure 213. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 214. Visualization of completeness of the data in the column.

Uniqueness

Figure 215. Visualization of uniqueness of the data in the column.

Column: Queen presence

Table 189. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen presence
Description	Attribute that indicates teh queenrightness of a colony (yes, no).
Data type	String
Descriptor	pms:queenrightness [UID:0.0.QNRGH499]
Descriptor description	A colony with a healthy, worker egg-laying queen. The opposite of queenless.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.QNRGH499
Unit	n/a

Table 190. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen presence	0 - 6	n/a		n/a	n/a	n/a	Virgin	233	54 ( 23.2% )	0 ( 0.0% )	0 ( 0.0% )	7 ( 3.0% )

Table 191. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen presence	76.82%	3.00%	yes	Virgin

Data Distribution Top 20

Figure 216. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 217. Visualization of completeness of the data in the column.

Uniqueness

Figure 218. Visualization of uniqueness of the data in the column.

Table: metadata main table

Column: ID

Table 192. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	ID
Description	Identifier of the record. Note that it contains decimal numbers.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 193. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
ID	1 - 2	33.6	1	18.25	34.5	50	64	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	65 ( 80.2% )

Table 194. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
ID	98.77%	80.25%	50	1

Continuous Data Distribution

Figure 219. Distribution of values in the column.

Outliers

Figure 220. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 221. Visualization of completeness of the data in the column.

Uniqueness

Figure 222. Visualization of uniqueness of the data in the column.

Column: User name

Table 195. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	User name
Description	Not specified by the data provider. Presumably the name of the country in which the study site is located.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 196. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User name	2 - 15	n/a	UK	n/a	n/a	n/a	The Netherla…	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 9.9% )

Table 197. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User name	100.00%	9.88%	The Netherlands	France

Data Distribution Top 20

Figure 223. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 224. Visualization of completeness of the data in the column.

Uniqueness

Figure 225. Visualization of uniqueness of the data in the column.

Column: Hive name

Table 198. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Hive name
Description	Name of the beehive.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 199. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Hive name	1 - 38	n/a	?	n/a	n/a	n/a	Hive 3b (pre…	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	74 ( 91.4% )

Table 200. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Hive name	100.00%	91.36%	KM 1 b	KM 2 b

Completeness

Figure 226. Visualization of completeness of the data in the column.

Uniqueness

Figure 227. Visualization of uniqueness of the data in the column.

Column: Device_id

Table 201. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Device_id
Description	Identifier of the hive sensor device used in the B-GOOD project to acquire data from a beehive.
Data type	String
Descriptor	pms:applianceID [UID:0.0.PPLNC488]
Descriptor description	Unique sequence of characters associated with an appliance within a dataset.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.PPLNC488
Unit	n/a

Table 202. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Device_id	3 - 4	842.4	417	440.5	487	914	2,855	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	79 ( 97.5% )

Table 203. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Device_id	100.00%	97.53%	914	451

Continuous Data Distribution

Figure 228. Distribution of values in the column.

Outliers

Figure 229. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 230. Visualization of completeness of the data in the column.

Uniqueness

Figure 231. Visualization of uniqueness of the data in the column.

Column: .csv file downloaded via the automated MI?

Table 204. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	.csv file downloaded via the automated MI?
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 205. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
.csv file downloaded via the automated MI?	0 - 1	n/a		n/a	n/a	n/a	1	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 2.5% )

Table 206. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
.csv file downloaded via the automated MI?	100.00%	2.47%	1	0

Data Distribution Top 20

Figure 232. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 233. Visualization of completeness of the data in the column.

Uniqueness

Figure 234. Visualization of uniqueness of the data in the column.

Column: remarks on devices

Table 207. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	remarks on devices
Description	Annotations related to the hive sensor device.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 208. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
remarks on devices	0 - 158	n/a		n/a	n/a	n/a	BEEPBASE-C25…	81	51 ( 63.0% )	0 ( 0.0% )	0 ( 0.0% )	17 ( 21.0% )

Table 209. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
remarks on devices	37.04%	20.99%	null	BEEPBASE-C257 worked until 25-Jun-20. It was replaced by BEEPBASE-B6DF. So no data for ID 436 with base C257 in 2021, fully replaced by ID 1259 with base B6DF

Completeness

Figure 235. Visualization of completeness of the data in the column.

Uniqueness

Figure 236. Visualization of uniqueness of the data in the column.

Column: Device name

Table 210. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Device name
Description	Name of the hive sensor device used to acquire data from a beehive.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 211. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Device name	13 - 21	n/a	BEEPBASE-3E7…	n/a	n/a	n/a	BEEPBASE-E0D…	81	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	79 ( 97.5% )

Table 212. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Device name	100.00%	97.53%	BEEPBASE-A2BE	BEEPBASE-3E73

Completeness

Figure 237. Visualization of completeness of the data in the column.

Uniqueness

Figure 238. Visualization of uniqueness of the data in the column.

Column: Data start date

Table 213. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Data start date
Description	Not specified by the data provider. Presumably date and time in ISO 8601 format at which the hive sensor device started to acquire data.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 214. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Data start date	0 - 19	2,021.0	2021-01-01 0…	2,021	2,021	2,021	2021-12-20 0…	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	14 ( 17.3% )

Table 215. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Data start date	98.77%	17.28%	2021-01-01 00:00:00	2021-10-21 11:05:00

Outliers

Figure 239. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 240. Visualization of completeness of the data in the column.

Uniqueness

Figure 241. Visualization of uniqueness of the data in the column.

Column: Data end date

Table 216. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Data end date
Description	Not specified by the data provider. Presumably date and time in ISO 8601 format at which the hive sensor device stopped to acquire data.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 217. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Data end date	0 - 19	2,021.0	2021-04-16 2…	2,021	2,021	2,021	2021-12-31 2…	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 9.9% )

Table 218. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Data end date	98.77%	9.88%	2021-12-31 23:59:00	2021-10-21 00:00:00

Data Distribution Top 20

Figure 242. Distribution of 20 most common values, from highest to lowest.

Outliers

Figure 243. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 244. Visualization of completeness of the data in the column.

Uniqueness

Figure 245. Visualization of uniqueness of the data in the column.

Column: Researches

Table 219. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Researches
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 220. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Researches	0 - 43	n/a		n/a	n/a	n/a	B-GOOD tier…	81	1 ( 1.2% )	0 ( 0.0% )	0 ( 0.0% )	6 ( 7.4% )

Table 221. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Researches	98.77%	7.41%	B-GOOD tier 1, B-GOOD tier 2	null

Data Distribution Top 20

Figure 246. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 247. Visualization of completeness of the data in the column.

Uniqueness

Figure 248. Visualization of uniqueness of the data in the column.

Column: latest logfile

Table 222. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	latest logfile
Description	Not specified by the data provider.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 223. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
latest logfile	0 - 19	2,022.0	2021-04-19 1…	2,021	2,022	2,022	2022-11-23 1…	81	16 ( 19.8% )	0 ( 0.0% )	0 ( 0.0% )	66 ( 81.5% )

Table 224. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
latest logfile	80.25%	81.48%	null	2022-03-31 15:04:26

Outliers

Figure 249. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 250. Visualization of completeness of the data in the column.

Uniqueness

Figure 251. Visualization of uniqueness of the data in the column.

Column: Q replacement date(s)

Table 225. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Q replacement date(s)
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 226. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Q replacement date(s)	0 - 42	n/a		n/a	n/a	n/a	(8A: 22-Apr-…	81	41 ( 50.6% )	0 ( 0.0% )	1 ( 1.2% )	36 ( 44.4% )

Table 227. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Q replacement date(s)	49.38%	44.44%	null	8.Jul.21

Completeness

Figure 252. Visualization of completeness of the data in the column.

Uniqueness

Figure 253. Visualization of uniqueness of the data in the column.

Column: Remarks about Q info

Table 228. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Remarks about Q info
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 229. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Remarks about Q info	0 - 292	n/a		n/a	n/a	n/a	hive 15a dea…	81	30 ( 37.0% )	0 ( 0.0% )	0 ( 0.0% )	46 ( 56.8% )

Table 230. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Remarks about Q info	62.96%	56.79%	null	queen replacement without swarming

Completeness

Figure 254. Visualization of completeness of the data in the column.

Uniqueness

Figure 255. Visualization of uniqueness of the data in the column.

Table: apiaries

Column: User_id

Table 231. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	User_id
Description	Identifier of a user in the B-GOOD project.
Data type	String
Descriptor	pms:userID [UID:0.0.SERID483]
Descriptor description	A user is a person who utilizes a computer or network service. A user often has a user account and is identified to the system by a username (or user name).
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SERID483
Unit	n/a

Table 232. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,195.5	1,592	2,100	2,152	2,425.75	2,759	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 44.4% )

Table 233. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	44.44%	2152	2554

Continuous Data Distribution

Figure 256. Distribution of values in the column.

Outliers

Figure 257. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 258. Visualization of completeness of the data in the column.

Uniqueness

Figure 259. Visualization of uniqueness of the data in the column.

Column: Location_id

Table 234. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Location_id
Description	Identifier a study site in the B-GOOD project.
Data type	String
Descriptor	dwc:locationID [UID:0.0.LCTND157]
Descriptor description	An identifier for the set of dcterms:Location information. May be a global unique identifier or an identifier specific to the data set.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/locationID
Unit	n/a

Table 235. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Location_id	4 - 4	3,570.4	2,099	3,059.75	3,481.5	3,838.25	5,826	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	18 ( 100.0% )

Table 236. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Location_id	100.00%	100.00%	2099	2099

Continuous Data Distribution

Figure 260. Distribution of values in the column.

Outliers

Figure 261. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 262. Visualization of completeness of the data in the column.

Uniqueness

Figure 263. Visualization of uniqueness of the data in the column.

Column: Name

Table 237. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Name
Description	Name of a study site.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 238. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Name	4 - 29	n/a	Gent	n/a	n/a	n/a	UC Apiary (P…	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	17 ( 94.4% )

Table 239. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Name	100.00%	94.44%	Holme Pierrepont	Gent

Completeness

Figure 264. Visualization of completeness of the data in the column.

Uniqueness

Figure 265. Visualization of uniqueness of the data in the column.

Column: Type

Table 240. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Type
Description	Type of study site .
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 241. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Type	6 - 6	n/a	apiary	n/a	n/a	n/a	apiary	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 5.6% )

Table 242. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Type	100.00%	5.56%	apiary	apiary

Data Distribution Top 20

Figure 266. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 267. Visualization of completeness of the data in the column.

Uniqueness

Figure 268. Visualization of uniqueness of the data in the column.

Column: Hives

Table 243. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Hives
Description	Number of hives kept at a study site.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	no.

Table 244. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Hives	1 - 2	12.7	1	5.5	13	20	27	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	14 ( 77.8% )

Table 245. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Hives	100.00%	77.78%	20	9

Continuous Data Distribution

Figure 269. Distribution of values in the column.

Outliers

Figure 270. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 271. Visualization of completeness of the data in the column.

Uniqueness

Figure 272. Visualization of uniqueness of the data in the column.

Column: Lattitude

Table 246. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Lattitude
Description	Latitude of geographic position of a study site.
Data type	Decimal number
Descriptor	dwc:decimalLatitude [UID:0.0.LTTDE333]
Descriptor description	The geographic latitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are north of the Equator, negative values are south of it. Legal values lie between -90 and 90, inclusive.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/decimalLatitude
Unit	°

Table 247. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Lattitude	2 - 6	50.0026	41.092	49.03	52	52	52	18	1 ( 5.6% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 50.0% )

Table 248. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Lattitude	94.44%	50.00%	52	51.074

Continuous Data Distribution

Figure 273. Distribution of values in the column.

Outliers

Figure 274. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 275. Visualization of completeness of the data in the column.

Uniqueness

Figure 276. Visualization of uniqueness of the data in the column.

Column: Longitude

Table 249. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Longitude
Description	Longitude of geographic position of a study site.
Data type	Decimal number
Descriptor	dwc:decimalLongitude [UID:0.0.LNGTD332]
Descriptor description	The geographic longitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are east of the Greenwich Meridian, negative values are west of it. Legal values lie between -180 and 180, inclusive.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/decimalLongitude
Unit	°

Table 250. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Longitude	1 - 6	5.6461	3.576	5	5	5.637	11.943	18	1 ( 5.6% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 50.0% )

Table 251. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Longitude	94.44%	50.00%	5	3.576

Continuous Data Distribution

Figure 277. Distribution of values in the column.

Outliers

Figure 278. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 279. Visualization of completeness of the data in the column.

Uniqueness

Figure 280. Visualization of uniqueness of the data in the column.

Column: Address

Table 252. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Address
Description	Postal address associated with a study site.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 253. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Address	0 - 24	n/a		n/a	n/a	n/a	Route de l'A…	18	0 ( 0.0% )	0 ( 0.0% )	5 ( 27.8% )	11 ( 61.1% )

Table 254. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Address	100.00%	61.11%	null	Diepestraat

Completeness

Figure 281. Visualization of completeness of the data in the column.

Uniqueness

Figure 282. Visualization of uniqueness of the data in the column.

Column: Postal code

Table 255. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Postal code
Description	Postcode associated with a study site.
Data type	String
Descriptor	eurostat:postcode [UID:0.0.PSTCD378]
Descriptor description	A postal code (also known locally in various English-speaking countries throughout the world as a postcode, post code, PIN or ZIP Code) is a series of letters or digits or both, sometimes including spaces or punctuation, included in a postal address for the purpose of sorting mail.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.PSTCD378
Unit	n/a

Table 256. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Postal code	0 - 6	n/a		n/a	n/a	n/a	6702PD	18	8 ( 44.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 50.0% )

Table 257. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Postal code	55.56%	50.00%	null	9000

Completeness

Figure 283. Visualization of completeness of the data in the column.

Uniqueness

Figure 284. Visualization of uniqueness of the data in the column.

Column: City

Table 258. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	City
Description	City in which a study site is located.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 259. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
City	0 - 15	n/a		n/a	n/a	n/a	Wohlen bei B…	18	3 ( 16.7% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 61.1% )

Table 260. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
City	83.33%	61.11%	Nottingham	Gent

Completeness

Figure 285. Visualization of completeness of the data in the column.

Uniqueness

Figure 286. Visualization of uniqueness of the data in the column.

Column: Country

Table 261. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Country
Description	ISO 3166-1 alpha-2 code of the country in which a study site is located.
Data type	String
Descriptor	iso-3166:alpha-2CountryCode [UID:0.0.LPHCN4]
Descriptor description	A two-letter code that represents a country name, recommended as the general purpose code.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.LPHCN4
Unit	n/a

Table 262. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Country	2 - 2	n/a	BE	n/a	n/a	n/a	FR	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 44.4% )

Table 263. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Country	100.00%	44.44%	NL	RO

Completeness

Figure 287. Visualization of completeness of the data in the column.

Uniqueness

Figure 288. Visualization of uniqueness of the data in the column.

Column: Continent

Table 264. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Continent
Description	Continent in which a study site is located.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 265. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Continent	6 - 6	n/a	Europe	n/a	n/a	n/a	Europe	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 5.6% )

Table 266. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Continent	100.00%	5.56%	Europe	Europe

Data Distribution Top 20

Figure 289. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 290. Visualization of completeness of the data in the column.

Uniqueness

Figure 291. Visualization of uniqueness of the data in the column.

Column: Created at

Table 267. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Created at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 268. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Created at	19 - 19	2,019.0	2019-03-15 0…	2,019	2,019	2,020	2021-04-08 1…	18	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	18 ( 100.0% )

Table 269. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Created at	100.00%	100.00%	2019-03-15 07:39:03	2019-03-15 07:39:03

Outliers

Figure 292. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 293. Visualization of completeness of the data in the column.

Uniqueness

Figure 294. Visualization of uniqueness of the data in the column.

Column: Deleted at

Table 270. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Deleted at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 271. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Deleted at	0 - 19	2,020.0	2019-07-17 1…	2,020	2,020	2,021	2021-09-23 1…	18	11 ( 61.1% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 44.4% )

Table 272. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Deleted at	38.89%	44.44%	null	2021-09-23 13:18:54

Outliers

Figure 295. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 296. Visualization of completeness of the data in the column.

Uniqueness

Figure 297. Visualization of uniqueness of the data in the column.

Table: hives

Column: User_id

Table 273. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	User_id
Description	Identifier of a user in the B-GOOD project.
Data type	String
Descriptor	pms:userID [UID:0.0.SERID483]
Descriptor description	A user is a person who utilizes a computer or network service. A user often has a user account and is identified to the system by a username (or user name).
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SERID483
Unit	n/a

Table 274. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,246.2	1,592	2,142	2,152	2,383	2,759	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 3.9% )

Table 275. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	3.90%	2383	2554

Data Distribution Top 20

Figure 298. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 299. Distribution of values in the column.

Outliers

Figure 300. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 301. Visualization of completeness of the data in the column.

Uniqueness

Figure 302. Visualization of uniqueness of the data in the column.

Column: Hive_id

Table 276. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Hive_id
Description	Identifier of a beehive in the B-GOOD project.
Data type	String
Descriptor	pms:beehiveID [UID:0.0.HVEID216]
Descriptor description	A beehive ID is a unique sequence of characters associated with a beehive, which is specific to a dataset, to an apiary or to a beekeeper.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.HVEID216
Unit	n/a

Table 277. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Hive_id	4 - 5	21,334.9	9,791	15,284.5	19,413	24,967.5	35,800	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	205 ( 100.0% )

Table 278. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Hive_id	100.00%	100.00%	16556	16556

Continuous Data Distribution

Figure 303. Distribution of values in the column.

Outliers

Figure 304. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 305. Visualization of completeness of the data in the column.

Uniqueness

Figure 306. Visualization of uniqueness of the data in the column.

Column: Name

Table 279. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Name
Description	Name of the beehive.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 280. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Name	1 - 38	n/a	A	n/a	n/a	n/a	Hive 3b (pre…	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	192 ( 93.7% )

Table 281. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Name	100.00%	93.66%	HPP7	KM 1 a

Completeness

Figure 307. Visualization of completeness of the data in the column.

Uniqueness

Figure 308. Visualization of uniqueness of the data in the column.

Column: Type

Table 282. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Type
Description	Type of the beehive.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 283. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Type	6 - 22	n/a	custom	n/a	n/a	n/a	deutsch_norm…	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 5.4% )

Table 284. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Type	100.00%	5.37%	dadant	deutsch_normalmass_1_5

Data Distribution Top 20

Figure 309. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 310. Visualization of completeness of the data in the column.

Uniqueness

Figure 311. Visualization of uniqueness of the data in the column.

Column: Location_id

Table 285. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Location_id
Description	Identifier of the study site in the B-GOOD project in which the beehive is located.
Data type	String
Descriptor	dwc:locationID [UID:0.0.LCTND157]
Descriptor description	An identifier for the set of dcterms:Location information. May be a global unique identifier or an identifier specific to the data set.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/locationID
Unit	n/a

Table 286. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Location_id	4 - 4	3,717.9	2,099	3,062	3,603	3,899	6,957	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 9.3% )

Table 287. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Location_id	100.00%	9.27%	4701	2965

Continuous Data Distribution

Figure 312. Distribution of values in the column.

Outliers

Figure 313. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 314. Visualization of completeness of the data in the column.

Uniqueness

Figure 315. Visualization of uniqueness of the data in the column.

Column: Color (HEX)

Table 288. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Color (HEX)
Description	Not specifies by the data provider.
Data type	String
Descriptor	pms:rgbHexadecimalNotation [UID:0.0.RGBDG487]
Descriptor description	The numerical representation of an RGB colour code, expressed as RGB triplets with decimal or hexadecimal numbers. The first, second and third triplets indicate how much red, green or blue is contained in the colour. With decimal numbers, the colour code is written between round brackets, the triplets are unsigned integers that are separated by a comma and can have values from 0 to 255. For hexadecimal numbers, the code is written as a single block beginning with #, followed by hexadecimal numbers that can take values from 00 to FF.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RGBDG487
Unit	n/a

Table 289. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Color (HEX)	0 - 9	n/a		n/a	n/a	n/a	#754B1FFF	205	14 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	85 ( 41.5% )

Table 290. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Color (HEX)	93.17%	41.46%	#F29100	#009af2

Completeness

Figure 316. Visualization of completeness of the data in the column.

Uniqueness

Figure 317. Visualization of uniqueness of the data in the column.

Column: Queen_id

Table 291. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen_id
Description	Identifier of a honey bee queen in the B-GOOD project.
Data type	String
Descriptor	pms:queenID [UID:0.0.QNIDA486]
Descriptor description	The fully developed, reproductive female in a colony of bees, ants, or termites
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.QNIDA486
Unit	n/a

Table 292. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen_id	4 - 5	14,007.3	7,889	10,660	12,609	17,959	21,934	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	108 ( 52.7% )

Table 293. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen_id	52.20%	52.68%	null	9438

Continuous Data Distribution

Figure 318. Distribution of values in the column.

Outliers

Figure 319. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 320. Visualization of completeness of the data in the column.

Uniqueness

Figure 321. Visualization of uniqueness of the data in the column.

Column: Queen name

Table 294. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen name
Description	Name of the honey bee queen.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 295. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen name	0 - 19	n/a		n/a	n/a	n/a	BE-01-997-26…	205	171 ( 83.4% )	0 ( 0.0% )	0 ( 0.0% )	34 ( 16.6% )

Table 296. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen name	16.59%	16.59%	null	BE-01-997-0236-2020

Completeness

Figure 322. Visualization of completeness of the data in the column.

Uniqueness

Figure 323. Visualization of uniqueness of the data in the column.

Column: Queen color

Table 297. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen color
Description	Colour of the honey bee queen label.
Data type	String
Descriptor	pms:rgbHexadecimalNotation [UID:0.0.RGBDG487]
Descriptor description	The numerical representation of an RGB colour code, expressed as RGB triplets with decimal or hexadecimal numbers. The first, second and third triplets indicate how much red, green or blue is contained in the colour. With decimal numbers, the colour code is written between round brackets, the triplets are unsigned integers that are separated by a comma and can have values from 0 to 255. For hexadecimal numbers, the code is written as a single block beginning with #, followed by hexadecimal numbers that can take values from 00 to FF.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RGBDG487
Unit	n/a

Table 298. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen color	0 - 7	n/a		n/a	n/a	n/a	#ffffff	205	150 ( 73.2% )	0 ( 0.0% )	0 ( 0.0% )	26 ( 12.7% )

Table 299. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen color	26.83%	12.68%	null	#4A90E2

Completeness

Figure 324. Visualization of completeness of the data in the column.

Uniqueness

Figure 325. Visualization of uniqueness of the data in the column.

Column: Queen birth

Table 300. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen birth
Description	Birth date in ISO 8601 format of the hoeny bee queen.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 301. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen birth	0 - 19	2,020.0	2018-06-15 0…	2,019	2,020	2,021	2021-11-24 0…	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	53 ( 25.9% )

Table 302. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen birth	52.20%	25.85%	null	2021-07-06 00:00:00

Outliers

Figure 326. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 327. Visualization of completeness of the data in the column.

Uniqueness

Figure 328. Visualization of uniqueness of the data in the column.

Column: Queen fertilized

Table 303. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen fertilized
Description	Not specified by the provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 304. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen fertilized	0 - 1	n/a	1	n/a	n/a	n/a	1	205	170 ( 82.9% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.0% )

Table 305. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen fertilized	17.07%	0.98%	null	1

Data Distribution Top 20

Figure 329. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 330. Visualization of completeness of the data in the column.

Uniqueness

Figure 331. Visualization of uniqueness of the data in the column.

Column: Queen clipped

Table 306. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen clipped
Description	Not specified by the provider. Probably contains information on whether the honey bee queen's wings have been clipped or not.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 307. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen clipped	0 - 0	n/a		n/a	n/a	n/a		205	205 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 308. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen clipped	0.00%	0.49%	null	null

Data Distribution Top 20

Figure 332. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 333. Visualization of completeness of the data in the column.

Uniqueness

Figure 334. Visualization of uniqueness of the data in the column.

Column: Brood layers

Table 309. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Brood layers
Description	Not specified by the provider. Probably the number of hive bodies contained in the beehive.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 310. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Brood layers	1 - 1	1.1	1	1	1	1	2	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.5% )

Table 311. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Brood layers	52.20%	1.46%	null	2

Data Distribution Top 20

Figure 335. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 336. Distribution of values in the column.

Outliers

Figure 337. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 338. Visualization of completeness of the data in the column.

Uniqueness

Figure 339. Visualization of uniqueness of the data in the column.

Column: Honey layers

Table 312. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Honey layers
Description	Not specified by the provider. Probably the number of honey supers contained in the beehive.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 313. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Honey layers	1 - 1	1.3	1	1	1	2	2	205	187 ( 91.2% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.5% )

Table 314. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Honey layers	8.78%	1.46%	null	2

Data Distribution Top 20

Figure 340. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 341. Distribution of values in the column.

Outliers

Figure 342. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 343. Visualization of completeness of the data in the column.

Uniqueness

Figure 344. Visualization of uniqueness of the data in the column.

Column: Frames total

Table 315. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Frames total
Description	Not specified by the provider. Probably the number of frames actually contained in the beehive.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 316. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Frames total	1 - 2	13.1	1	8	10	20	40	205	98 ( 47.8% )	0 ( 0.0% )	0 ( 0.0% )	13 ( 6.3% )

Table 317. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Frames total	52.20%	6.34%	null	11

Data Distribution Top 20

Figure 345. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 346. Distribution of values in the column.

Outliers

Figure 347. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 348. Visualization of completeness of the data in the column.

Uniqueness

Figure 349. Visualization of uniqueness of the data in the column.

Column: Created at

Table 318. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Created at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 319. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Created at	19 - 19	2,020.0	2019-03-15 0…	2,019	2,020	2,020	2021-11-24 1…	205	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	126 ( 61.5% )

Table 320. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Created at	100.00%	61.46%	2019-10-31 09:11:49	2021-04-26 14:32:27

Outliers

Figure 350. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 351. Visualization of completeness of the data in the column.

Uniqueness

Figure 352. Visualization of uniqueness of the data in the column.

Column: Deleted at

Table 321. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Deleted at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was deleted.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 322. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Deleted at	0 - 19	2,020.0	2019-03-17 1…	2,020	2,020	2,021	2022-04-14 1…	205	107 ( 52.2% )	0 ( 0.0% )	0 ( 0.0% )	41 ( 20.0% )

Table 323. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Deleted at	47.80%	20.00%	null	2021-02-03 11:38:10

Outliers

Figure 353. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 354. Visualization of completeness of the data in the column.

Uniqueness

Figure 355. Visualization of uniqueness of the data in the column.

Table: sample codes

Column: User_id

Table 324. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	User_id
Description	Identifier of a user in the B-GOOD project.
Data type	String
Descriptor	pms:userID [UID:0.0.SERID483]
Descriptor description	A user is a person who utilizes a computer or network service. A user often has a user account and is identified to the system by a username (or user name).
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SERID483
Unit	n/a

Table 325. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,308.7	1,592	2,142	2,383	2,713	2,759	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 3.8% )

Table 326. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	3.77%	2383	2554

Data Distribution Top 20

Figure 356. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 357. Distribution of values in the column.

Outliers

Figure 358. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 359. Visualization of completeness of the data in the column.

Uniqueness

Figure 360. Visualization of uniqueness of the data in the column.

Column: Sample code

Table 327. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Sample code
Description	Sample identifier used to identify a specific sample taken from a specific beehive in the B-GOOD project.
Data type	String
Descriptor	dwc:materialSampleID [UID:0.0.MTRLS489]
Descriptor description	An identifier for a material sample.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/materialSampleID
Unit	n/a

Table 328. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Sample code	8 - 8	n/a	BRBNAMHF	n/a	n/a	n/a	DUDGGYAU	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	212 ( 100.0% )

Table 329. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Sample code	100.00%	100.00%	BRBNAMHF	BRBNAMHF

Completeness

Figure 361. Visualization of completeness of the data in the column.

Uniqueness

Figure 362. Visualization of uniqueness of the data in the column.

Column: Sample date

Table 330. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Sample date
Description	Not specified by the data provider. Presumable date and time in ISO 8601 format at which a sample was taken.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 331. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Sample date	19 - 19	2,021.0	2021-02-03 1…	2,021	2,021	2,021	2021-11-23 0…	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	197 ( 92.9% )

Table 332. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Sample date	100.00%	92.92%	2021-11-15 11:00:55	2021-04-12 10:12:00

Outliers

Figure 363. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 364. Visualization of completeness of the data in the column.

Uniqueness

Figure 365. Visualization of uniqueness of the data in the column.

Column: Country code

Table 333. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Country code
Description	ISO 3166-1 alpha-2 code of the country in which a study site from which the sample has been taken is located.
Data type	String
Descriptor	iso-3166:alpha-2CountryCode [UID:0.0.LPHCN4]
Descriptor description	A two-letter code that represents a country name, recommended as the general purpose code.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.LPHCN4
Unit	n/a

Table 334. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Country code	0 - 2	n/a		n/a	n/a	n/a	FR	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 4.2% )

Table 335. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Country code	97.64%	4.25%	NL	null

Data Distribution Top 20

Figure 366. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 367. Visualization of completeness of the data in the column.

Uniqueness

Figure 368. Visualization of uniqueness of the data in the column.

Column: Location_id

Table 336. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Location_id
Description	Identifier of the study site in the B-GOOD project where the beehive is located from which the sample has been taken.
Data type	String
Descriptor	dwc:locationID [UID:0.0.LCTND157]
Descriptor description	An identifier for the set of dcterms:Location information. May be a global unique identifier or an identifier specific to the data set.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/locationID
Unit	n/a

Table 337. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Location_id	4 - 4	3,553.1	3,060	3,386	3,603	3,818	3,899	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 4.2% )

Table 338. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Location_id	97.64%	4.25%	3761	null

Data Distribution Top 20

Figure 369. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 370. Distribution of values in the column.

Outliers

Figure 371. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 372. Visualization of completeness of the data in the column.

Uniqueness

Figure 373. Visualization of uniqueness of the data in the column.

Column: Location_name

Table 339. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Location_name
Description	Name of the study site where the beehive is located from which the sample has been taken.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 340. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Location_name	0 - 29	n/a		n/a	n/a	n/a	UC Apiary (P…	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 4.2% )

Table 341. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Location_name	97.64%	4.25%	Mini-apiary	null

Data Distribution Top 20

Figure 374. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 375. Visualization of completeness of the data in the column.

Uniqueness

Figure 376. Visualization of uniqueness of the data in the column.

Column: Hive_id

Table 342. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Hive_id
Description	Identifier of a beehive in the B-GOOD project from which the sample was taken.
Data type	String
Descriptor	pms:beehiveID [UID:0.0.HVEID216]
Descriptor description	A beehive ID is a unique sequence of characters associated with a beehive, which is specific to a dataset, to an apiary or to a beekeeper.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.HVEID216
Unit	n/a

Table 343. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Hive_id	5 - 5	21,890.2	14,498	18,028	19,413	27,871.5	34,877	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	81 ( 38.2% )

Table 344. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Hive_id	100.00%	38.21%	19097	16557

Continuous Data Distribution

Figure 377. Distribution of values in the column.

Outliers

Figure 378. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 379. Visualization of completeness of the data in the column.

Uniqueness

Figure 380. Visualization of uniqueness of the data in the column.

Column: Hive_name

Table 345. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Hive_name
Description	Name of the beehive.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 346. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Hive_name	0 - 38	n/a		n/a	n/a	n/a	Hive 3b (pre…	212	5 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	76 ( 35.8% )

Table 347. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Hive_name	97.64%	35.85%	MA 1a	KM 2 a

Completeness

Figure 381. Visualization of completeness of the data in the column.

Uniqueness

Figure 382. Visualization of uniqueness of the data in the column.

Column: Queen_id

Table 348. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Queen_id
Description	Identifier of a honey bee queen in the colony from which the sample was taken in the B-GOOD project.
Data type	String
Descriptor	pms:queenID [UID:0.0.QNIDA486]
Descriptor description	The fully developed, reproductive female in a colony of bees, ants, or termites
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.QNIDA486
Unit	n/a

Table 349. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Queen_id	4 - 5	13,442.4	7,889	10,665	12,608	16,182	21,687	212	1 ( 0.5% )	0 ( 0.0% )	0 ( 0.0% )	81 ( 38.2% )

Table 350. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Queen_id	99.53%	38.21%	10655	9439

Continuous Data Distribution

Figure 383. Distribution of values in the column.

Outliers

Figure 384. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 385. Visualization of completeness of the data in the column.

Uniqueness

Figure 386. Visualization of uniqueness of the data in the column.

Column: Sample note

Table 351. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Sample note
Description	Annotation to the sample.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 352. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Sample note	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 353. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Sample note	0.00%	0.47%	null	null

Data Distribution Top 20

Figure 387. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 388. Visualization of completeness of the data in the column.

Uniqueness

Figure 389. Visualization of uniqueness of the data in the column.

Column: Test type

Table 354. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Test type
Description	Not specified by the data provider. Presumable the type of test performed on the sample.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 355. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Test type	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 356. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Test type	0.00%	0.47%	null	null

Data Distribution Top 20

Figure 390. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 391. Visualization of completeness of the data in the column.

Uniqueness

Figure 392. Visualization of uniqueness of the data in the column.

Column: Test date

Table 357. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Test date
Description	Not specified by the data provider. Presumable the date at which a test was performed on the sample.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 358. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Test date	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 359. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Test date	0.00%	0.47%	null	null

Data Distribution Top 20

Figure 393. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 394. Visualization of completeness of the data in the column.

Uniqueness

Figure 395. Visualization of uniqueness of the data in the column.

Column: Test result

Table 360. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Test result
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 361. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Test result	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 362. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Test result	0.00%	0.47%	null	null

Data Distribution Top 20

Figure 396. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 397. Visualization of completeness of the data in the column.

Uniqueness

Figure 398. Visualization of uniqueness of the data in the column.

Column: Test lab name

Table 363. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Test lab name
Description	Not specified by the data provider. Presumably an identifier of the laboratory in which the test was perfromed.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 364. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Test lab name	0 - 0	n/a		n/a	n/a	n/a		212	212 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 365. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Test lab name	0.00%	0.47%	null	null

Data Distribution Top 20

Figure 399. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 400. Visualization of completeness of the data in the column.

Uniqueness

Figure 401. Visualization of uniqueness of the data in the column.

Column: Updated at

Table 366. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Updated at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was updated.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 367. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Updated at	19 - 19	2,021.0	2021-02-03 1…	2,021	2,021	2,021	2021-12-23 1…	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	212 ( 100.0% )

Table 368. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Updated at	100.00%	100.00%	2021-04-12 10:19:35	2021-04-12 10:19:35

Outliers

Figure 402. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 403. Visualization of completeness of the data in the column.

Uniqueness

Figure 404. Visualization of uniqueness of the data in the column.

Column: Created at

Table 369. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Created at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 370. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Created at	19 - 19	2,021.0	2021-02-03 1…	2,021	2,021	2,021	2021-12-23 1…	212	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	212 ( 100.0% )

Table 371. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Created at	100.00%	100.00%	2021-04-12 10:19:35	2021-04-12 10:19:35

Outliers

Figure 405. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 406. Visualization of completeness of the data in the column.

Uniqueness

Figure 407. Visualization of uniqueness of the data in the column.

Table: sensor definitions

Column: Name

Table 372. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Name
Description	Name of the sensor.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 373. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Name	0 - 26	n/a		n/a	n/a	n/a	Weight - wei…	185	22 ( 11.9% )	0 ( 0.0% )	0 ( 0.0% )	12 ( 6.5% )

Table 374. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Name	88.11%	6.49%	Weight - weight calibratie	Weight

Data Distribution Top 20

Figure 408. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 409. Visualization of completeness of the data in the column.

Uniqueness

Figure 410. Visualization of uniqueness of the data in the column.

Column: Device_id

Table 375. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Device_id
Description	Identifier of the hive sensor device used in the B-GOOD project to acquire data from a beehive.
Data type	String
Descriptor	pms:applianceID [UID:0.0.PPLNC488]
Descriptor description	Unique sequence of characters associated with an appliance within a dataset.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.PPLNC488
Unit	n/a

Table 376. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Device_id	3 - 4	744.4	417	433	460	682	2,782	185	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	57 ( 30.8% )

Table 377. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Device_id	100.00%	30.81%	433	445

Continuous Data Distribution

Figure 411. Distribution of values in the column.

Outliers

Figure 412. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 413. Visualization of completeness of the data in the column.

Uniqueness

Figure 414. Visualization of uniqueness of the data in the column.

Column: inside_hive

Table 378. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	inside_hive
Description	Not specified by the data provider. Presumably a boolean flag that indicates whether the sensor of a hive sensor device was placed iside a beehive.
Data type	Boolean
Descriptor	Boolean [UID:0.0.BLEAN316]
Descriptor description	A basic type representing boolean. Supports a simple true or false value.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BLEAN316
Unit	n/a

Table 379. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
inside_hive	0 - 1	n/a	1	n/a	n/a	n/a	1	185	116 ( 62.7% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.1% )

Table 380. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
inside_hive	37.30%	1.08%	null	1

Data Distribution Top 20

Figure 415. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 416. Visualization of completeness of the data in the column.

Uniqueness

Figure 417. Visualization of uniqueness of the data in the column.

Column: offset

Table 381. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	offset
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 382. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
offset	4 - 7	152,522.5	6,157	116,302.5	133,748	159,390	1,037,467	185	64 ( 34.6% )	0 ( 0.0% )	0 ( 0.0% )	107 ( 57.8% )

Table 383. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
offset	65.41%	57.84%	null	114125

Continuous Data Distribution

Figure 418. Distribution of values in the column.

Outliers

Figure 419. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 420. Visualization of completeness of the data in the column.

Uniqueness

Figure 421. Visualization of uniqueness of the data in the column.

Column: multiplier

Table 384. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	multiplier
Description	Not specified by the data provider.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Table 385. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
multiplier	5 - 12	7.61925871000	0.333333333	0.0000333	0.00003545	0.00004062	922.6	185	64 ( 34.6% )	0 ( 0.0% )	0 ( 0.0% )	106 ( 57.3% )

Table 386. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
multiplier	65.41%	57.30%	null	0.0000514828

Continuous Data Distribution

Figure 422. Distribution of values in the column.

Outliers

Figure 423. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 424. Visualization of completeness of the data in the column.

Uniqueness

Figure 425. Visualization of uniqueness of the data in the column.

Column: input_measurement

Table 387. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	input_measurement
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 388. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
input_measurement	3 - 3	n/a	w_v	n/a	n/a	n/a	t_0	185	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 1.6% )

Table 389. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
input_measurement	100.00%	1.62%	w_v	t_1

Data Distribution Top 20

Figure 426. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 427. Visualization of completeness of the data in the column.

Uniqueness

Figure 428. Visualization of uniqueness of the data in the column.

Column: output_measurement

Table 390. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	output_measurement
Description	Not specified by the data provider. Presumably the quantity and unit in which the output of the sensor is given.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 391. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
output_measurement	0 - 9	n/a		n/a	n/a	n/a	weight_kg	185	33 ( 17.8% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 2.2% )

Table 392. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
output_measurement	82.16%	2.16%	weight_kg	t_1

Data Distribution Top 20

Figure 429. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 430. Visualization of completeness of the data in the column.

Uniqueness

Figure 431. Visualization of uniqueness of the data in the column.

Column: Created at

Table 393. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Created at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 394. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Created at	19 - 19	2,020.0	2020-02-19 0…	2,020	2,020	2,021	2021-11-08 1…	185	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	144 ( 77.8% )

Table 395. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Created at	100.00%	77.84%	2020-02-19 00:00:00	2020-03-19 06:00:47

Outliers

Figure 432. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 433. Visualization of completeness of the data in the column.

Uniqueness

Figure 434. Visualization of uniqueness of the data in the column.

Column: Deleted at

Table 396. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Deleted at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was deleted.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 397. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Deleted at	0 - 0	n/a		n/a	n/a	n/a		185	185 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.5% )

Table 398. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Deleted at	0.00%	0.54%	null	null

Data Distribution Top 20

Figure 435. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 436. Visualization of completeness of the data in the column.

Uniqueness

Figure 437. Visualization of uniqueness of the data in the column.

Table: sensor devices

Column: User_id

Table 399. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	User_id
Description	Identifier of a user in the B-GOOD project.
Data type	String
Descriptor	pms:userID [UID:0.0.SERID483]
Descriptor description	A user is a person who utilizes a computer or network service. A user often has a user account and is identified to the system by a username (or user name).
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SERID483
Unit	n/a

Table 400. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
User_id	4 - 4	2,274.2	1,592	2,110.5	2,152	2,554	2,759	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 9.1% )

Table 401. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
User_id	100.00%	9.09%	2383	2759

Data Distribution Top 20

Figure 438. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 439. Distribution of values in the column.

Outliers

Figure 440. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 441. Visualization of completeness of the data in the column.

Uniqueness

Figure 442. Visualization of uniqueness of the data in the column.

Column: Device_id

Table 402. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Device_id
Description	Identifier of the hive sensor device used in the B-GOOD project to acquire data from a beehive.
Data type	String
Descriptor	pms:applianceID [UID:0.0.PPLNC488]
Descriptor description	Unique sequence of characters associated with an appliance within a dataset.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.PPLNC488
Unit	n/a

Table 403. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Device_id	3 - 4	949.7	417	442.25	492	1,273.25	2,855	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	88 ( 100.0% )

Table 404. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Device_id	100.00%	100.00%	485	485

Continuous Data Distribution

Figure 443. Distribution of values in the column.

Outliers

Figure 444. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 445. Visualization of completeness of the data in the column.

Uniqueness

Figure 446. Visualization of uniqueness of the data in the column.

Column: Name

Table 405. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Name
Description	Name of the hive sensor device.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 406. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Name	13 - 21	n/a	BEEPBASE-B82…	n/a	n/a	n/a	BEEPBASE-E0D…	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	88 ( 100.0% )

Table 407. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Name	100.00%	100.00%	BEEPBASE-B82D	BEEPBASE-B82D

Completeness

Figure 447. Visualization of completeness of the data in the column.

Uniqueness

Figure 448. Visualization of uniqueness of the data in the column.

Column: Hive_id

Table 408. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Hive_id
Description	Identifier of a beehive in the B-GOOD project from which the hive sensor device acquires data.
Data type	String
Descriptor	pms:beehiveID [UID:0.0.HVEID216]
Descriptor description	A beehive ID is a unique sequence of characters associated with a beehive, which is specific to a dataset, to an apiary or to a beekeeper.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.HVEID216
Unit	n/a

Table 409. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Hive_id	5 - 5	27,290.5	14,498	19,100.5	26,022	37,968.5	45,532	88	3 ( 3.4% )	0 ( 0.0% )	0 ( 0.0% )	78 ( 88.6% )

Table 410. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Hive_id	96.59%	88.64%	null	38603

Continuous Data Distribution

Figure 449. Distribution of values in the column.

Outliers

Figure 450. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 451. Visualization of completeness of the data in the column.

Uniqueness

Figure 452. Visualization of uniqueness of the data in the column.

Column: Location_id

Table 411. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Location_id
Description	Identifier of the study site in the B-GOOD project where the beehive is located from which the hive sensor device acquires data.
Data type	String
Descriptor	dwc:locationID [UID:0.0.LCTND157]
Descriptor description	An identifier for the set of dcterms:Location information. May be a global unique identifier or an identifier specific to the data set.
Descriptor target IRI	http://rs.tdwg.org/dwc/terms/locationID
Unit	n/a

Table 412. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Location_id	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )

Table 413. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Location_id	0.00%	1.14%	null	null

Data Distribution Top 20

Figure 453. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 454. Visualization of completeness of the data in the column.

Uniqueness

Figure 455. Visualization of uniqueness of the data in the column.

Column: Type

Table 414. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Type
Description	Type of hive sensor device.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 415. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Type	4 - 4	n/a	beep	n/a	n/a	n/a	beep	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )

Table 416. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Type	100.00%	1.14%	beep	beep

Data Distribution Top 20

Figure 456. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 457. Visualization of completeness of the data in the column.

Uniqueness

Figure 458. Visualization of uniqueness of the data in the column.

Column: last_message_received

Table 417. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	last_message_received
Description	Not specified by the data provider.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 418. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
last_message_received	0 - 19	2,022.0	2020-05-05 2…	2,022	2,023	2,023	2023-01-07 1…	88	5 ( 5.7% )	0 ( 0.0% )	0 ( 0.0% )	83 ( 94.3% )

Table 419. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
last_message_received	94.32%	94.32%	null	2022-12-20 17:31:28

Outliers

Figure 459. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 460. Visualization of completeness of the data in the column.

Uniqueness

Figure 461. Visualization of uniqueness of the data in the column.

Column: hardware_id

Table 420. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	hardware_id
Description	Identifier of the hardware used in the hive sensor device.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 421. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
hardware_id	16 - 18	n/a	a11eb122855d…	n/a	n/a	n/a	01237f01644e…	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	86 ( 97.7% )

Table 422. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
hardware_id	100.00%	97.73%	01238b5f1ecde81cee	01234b97f6f13cf5ee

Completeness

Figure 462. Visualization of completeness of the data in the column.

Uniqueness

Figure 463. Visualization of uniqueness of the data in the column.

Column: firmware_version

Table 423. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	firmware_version
Description	Version of the firmware used in the hive sensor device.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 424. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
firmware_version	0 - 6	n/a		n/a	n/a	n/a	1.5.12	88	6 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	7 ( 8.0% )

Table 425. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
firmware_version	93.18%	7.95%	1.5.9	1.3.4

Data Distribution Top 20

Figure 464. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 465. Visualization of completeness of the data in the column.

Uniqueness

Figure 466. Visualization of uniqueness of the data in the column.

Column: hardware_version

Table 426. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	hardware_version
Description	Version of the hardware used in the hive sensor device.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 427. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
hardware_version	0 - 25	n/a		n/a	n/a	n/a	37718.37956…	88	9 ( 10.2% )	0 ( 0.0% )	0 ( 0.0% )	80 ( 90.9% )

Table 428. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
hardware_version	89.77%	90.91%	null	37718.34279 ID:4294939732

Completeness

Figure 467. Visualization of completeness of the data in the column.

Uniqueness

Figure 468. Visualization of uniqueness of the data in the column.

Column: boot_count

Table 429. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	boot_count
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 430. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
boot_count	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )

Table 431. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
boot_count	0.00%	1.14%	null	null

Data Distribution Top 20

Figure 469. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 470. Visualization of completeness of the data in the column.

Uniqueness

Figure 471. Visualization of uniqueness of the data in the column.

Column: measurement_interval_min

Table 432. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	measurement_interval_min
Description	Not specified by the data provider. Probably the interval in minutes at which the hive sensor device acquire data.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	min

Table 433. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
measurement_interval_min	1 - 2	14.8	1	15	15	15	15	88	6 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	3 ( 3.4% )

Table 434. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
measurement_interval_min	93.18%	3.41%	15	1

Data Distribution Top 20

Figure 472. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 473. Distribution of values in the column.

Outliers

Figure 474. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 475. Visualization of completeness of the data in the column.

Uniqueness

Figure 476. Visualization of uniqueness of the data in the column.

Column: measurement_transmission_ratio

Table 435. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	measurement_transmission_ratio
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 436. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
measurement_transmission_ratio	0 - 1	n/a	1	n/a	n/a	n/a	1	88	7 ( 8.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 2.3% )

Table 437. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
measurement_transmission_ratio	92.05%	2.27%	1	null

Data Distribution Top 20

Figure 477. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 478. Visualization of completeness of the data in the column.

Uniqueness

Figure 479. Visualization of uniqueness of the data in the column.

Column: ble_pin

Table 438. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	ble_pin
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 439. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
ble_pin	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )

Table 440. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
ble_pin	0.00%	1.14%	null	null

Data Distribution Top 20

Figure 480. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 481. Visualization of completeness of the data in the column.

Uniqueness

Figure 482. Visualization of uniqueness of the data in the column.

Column: battery_voltage

Table 441. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	battery_voltage
Description	Not specified by the data provider. Presumably electric potential of the batteries of the device.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	V

Table 442. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
battery_voltage	1 - 4	2.945	2.1	2.63	3.005	3.3025	3.48	88	6 ( 6.8% )	0 ( 0.0% )	0 ( 0.0% )	55 ( 62.5% )

Table 443. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
battery_voltage	93.18%	62.50%	null	2.97

Continuous Data Distribution

Figure 483. Distribution of values in the column.

Outliers

Figure 484. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 485. Visualization of completeness of the data in the column.

Uniqueness

Figure 486. Visualization of uniqueness of the data in the column.

Column: next_downlink_message

Table 444. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	next_downlink_message
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 445. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
next_downlink_message	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )

Table 446. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
next_downlink_message	0.00%	1.14%	null	null

Data Distribution Top 20

Figure 487. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 488. Visualization of completeness of the data in the column.

Uniqueness

Figure 489. Visualization of uniqueness of the data in the column.

Column: last_downlink_result

Table 447. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	last_downlink_result
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 448. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
last_downlink_result	0 - 0	n/a		n/a	n/a	n/a		88	88 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 1.1% )

Table 449. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
last_downlink_result	0.00%	1.14%	null	null

Data Distribution Top 20

Figure 490. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 491. Visualization of completeness of the data in the column.

Uniqueness

Figure 492. Visualization of uniqueness of the data in the column.

Column: Created at

Table 450. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Created at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was created.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 451. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Created at	19 - 19	2,020.0	2020-01-01 0…	2,020	2,020	2,020	2021-10-08 0…	88	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	88 ( 100.0% )

Table 452. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Created at	100.00%	100.00%	2020-01-29 09:55:43	2020-01-29 09:55:43

Outliers

Figure 493. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 494. Visualization of completeness of the data in the column.

Uniqueness

Figure 495. Visualization of uniqueness of the data in the column.

Column: Deleted at

Table 453. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	Deleted at
Description	Not defined by the data provider. Presumably date and time in ISO 8601 format at which the record was deleted.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 454. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
Deleted at	0 - 19	2,021.0	2021-05-10 1…	2,021	2,021	2,022	2022-03-16 1…	88	82 ( 93.2% )	0 ( 0.0% )	0 ( 0.0% )	6 ( 6.8% )

Table 455. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
Deleted at	6.82%	6.82%	null	2022-03-16 13:10:31

Data Distribution Top 20

Figure 496. Distribution of 20 most common values, from highest to lowest.

Outliers

Figure 497. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 498. Visualization of completeness of the data in the column.

Uniqueness

Figure 499. Visualization of uniqueness of the data in the column.

Table: sensor flashlogs

Column: A

Table 456. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	A
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 457. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
A	4 - 4	2,332.9	1,592	2,142	2,152	2,713	2,759	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 6.5% )

Table 458. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
A	100.00%	6.50%	2142	2554

Data Distribution Top 20

Figure 500. Distribution of 20 most common values, from highest to lowest.

Continuous Data Distribution

Figure 501. Distribution of values in the column.

Outliers

Figure 502. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 503. Visualization of completeness of the data in the column.

Uniqueness

Figure 504. Visualization of uniqueness of the data in the column.

Column: B

Table 459. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	B
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 460. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
B	3 - 4	667.7	417	443	488	503	2,354	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	63 ( 51.2% )

Table 461. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
B	100.00%	51.22%	495	451

Continuous Data Distribution

Figure 505. Distribution of values in the column.

Outliers

Figure 506. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 507. Visualization of completeness of the data in the column.

Uniqueness

Figure 508. Visualization of uniqueness of the data in the column.

Column: C

Table 462. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	C
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 463. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
C	5 - 5	19,981.3	14,498	18,028	19,101	19,772	32,693	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	65 ( 52.8% )

Table 464. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
C	100.00%	52.85%	18032	16557

Continuous Data Distribution

Figure 509. Distribution of values in the column.

Outliers

Figure 510. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 511. Visualization of completeness of the data in the column.

Uniqueness

Figure 512. Visualization of uniqueness of the data in the column.

Column: D

Table 465. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	D
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 466. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
D	1 - 5	25,628.6	1	6,726	31,965	39,574	59,974	123	3 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	110 ( 89.4% )

Table 467. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
D	97.56%	89.43%	1	6

Continuous Data Distribution

Figure 513. Distribution of values in the column.

Outliers

Figure 514. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 515. Visualization of completeness of the data in the column.

Uniqueness

Figure 516. Visualization of uniqueness of the data in the column.

Column: E

Table 468. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	E
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 469. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
E	1 - 1	n/a	1	n/a	n/a	n/a	1	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.8% )

Table 470. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
E	100.00%	0.81%	1	1

Data Distribution Top 20

Figure 517. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 518. Visualization of completeness of the data in the column.

Uniqueness

Figure 519. Visualization of uniqueness of the data in the column.

Column: F

Table 471. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	F
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 472. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
F	0 - 1	n/a	1	n/a	n/a	n/a	1	123	61 ( 49.6% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.6% )

Table 473. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
F	50.41%	1.63%	1	null

Data Distribution Top 20

Figure 520. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 521. Visualization of completeness of the data in the column.

Uniqueness

Figure 522. Visualization of uniqueness of the data in the column.

Column: G

Table 474. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	G
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 475. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
G	0 - 1	n/a	1	n/a	n/a	n/a	1	123	61 ( 49.6% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 1.6% )

Table 476. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
G	50.41%	1.63%	1	null

Data Distribution Top 20

Figure 523. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 524. Visualization of completeness of the data in the column.

Uniqueness

Figure 525. Visualization of uniqueness of the data in the column.

Column: H

Table 477. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	H
Description	Not specified by the data provider.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Table 478. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
H	2 - 7	1,141,588.3	45	106,476	1,335,231	1,965,432.5	3,021,415	123	58 ( 47.2% )	0 ( 0.0% )	0 ( 0.0% )	64 ( 52.0% )

Table 479. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
H	52.85%	52.03%	null	2042983

Continuous Data Distribution

Figure 526. Distribution of values in the column.

Outliers

Figure 527. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 528. Visualization of completeness of the data in the column.

Uniqueness

Figure 529. Visualization of uniqueness of the data in the column.

Column: I

Table 480. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	I
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 481. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
I	67 - 68	n/a	https://asse…	n/a	n/a	n/a	https://asse…	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	123 ( 100.0% )

Table 482. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
I	100.00%	100.00%	https://assets.beep.nl/flashlog/sensor_451_flash_20210423100605.log	https://assets.beep.nl/flashlog/sensor_451_flash_20210423100605.log

Completeness

Figure 530. Visualization of completeness of the data in the column.

Uniqueness

Figure 531. Visualization of uniqueness of the data in the column.

Column: J

Table 483. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	J
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 484. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
J	0 - 77	n/a		n/a	n/a	n/a	https://asse…	123	104 ( 84.6% )	0 ( 0.0% )	0 ( 0.0% )	20 ( 16.3% )

Table 485. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
J	15.45%	16.26%	null	https://assets.beep.nl/flashlog/sensor_452_flash_stripped_20210603130951.log

Completeness

Figure 532. Visualization of completeness of the data in the column.

Uniqueness

Figure 533. Visualization of uniqueness of the data in the column.

Column: K

Table 486. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	K
Description	Not specified by the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Table 487. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
K	0 - 76	n/a		n/a	n/a	n/a	https://asse…	123	3 ( 2.4% )	0 ( 0.0% )	0 ( 0.0% )	121 ( 98.4% )

Table 488. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
K	97.56%	98.37%	null	https://assets.beep.nl/flashlog/sensor_451_flash_filled_20220912085956.json

Completeness

Figure 534. Visualization of completeness of the data in the column.

Uniqueness

Figure 535. Visualization of uniqueness of the data in the column.

Column: L

Table 489. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Parameter	Content
Column name	L
Description	Not specified by the data provider.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
Descriptor target IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Table 490. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).

Column Name	Range	Mean	Minimum	Q₁	Median	Q₃	Maximum	Total	Missing	Zero	Blank	Distinct
L	19 - 19	2,021.0	2021-03-17 1…	2,021	2,021	2,021	2021-12-17 1…	123	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	123 ( 100.0% )

Table 491. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).

Column Name	Completeness	Uniqueness	Most Common Value	Least Common Value
L	100.00%	100.00%	2021-04-23 10:06:09	2021-04-23 10:06:09

Outliers

Figure 536. Visualization of median, min, max, and outliers in the column.

No data available.

Completeness

Figure 537. Visualization of completeness of the data in the column.

Uniqueness

Figure 538. Visualization of uniqueness of the data in the column.