cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/gjb-n3d-6jj
title: Anthoxanthum odoratum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bza-rmg-50x
title: Alopecurus pratensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dst-vn9-zyd
title: Calluna vulgaris (L.) Hull

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/akr-lw1-s29
title: Carex arenaria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f55-mm7-s3s
title: Avenella flexuosa (L.) Drejer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/60e-6xj-a4l
title: Cytisus scoparius (L.) Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6l7-hzb-kl2
title: Euphorbia cyparissias L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cf9-yzt-rbt
title: Anthriscus cerefolium (L.) Hoffm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pe7-khz-g4a
title: Daucus carota L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pxk-dtt-7b7
title: Clematis vitalba L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6ay-sqj-00c
title: Helichrysum arenarium (L.) Moench

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mb2-gfm-0z7
title: Erigeron annuus (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k3c-gme-qrj
title: Geranium pyrenaicum Burm. f.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ypl-lk4-cdt
title: Echium vulgare L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eg2-1ge-xn1
title: Avenella flexuosa (L.) Drejer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gjz-y6x-tgv
title: Achillea millefolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y5s-jvp-0l4
title: Galium mollugo L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.rc9w4t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coluber constrictor)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001945-250710112747441/datasets/export for details.
DOI: 10.3535/qz9-hp9-nxs
title: Betula × aurata Borkh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x7s-4nk-a13
title: Falcaria vulgaris Bernh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.q56ehp
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coluber constrictor)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001946-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/cr1-s9k-n8e
title: Erigeron annuus (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zv7-gf3-j0v
title: Bromus inermis Leyss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8yl-pqd-phg
title: Geum urbanum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t4z-tmf-3mk
title: Bellis perennis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/am6-8dm-80r
title: Betula pendula Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g08-ym5-tp9
title: Galium mollugo L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/77c-pw1-5zf
title: Betula pendula Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cjv-ehn-plv
title: Ballota nigra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/axy-qc3-l0d
title: Erigeron annuus (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mkq-7fq-ejn
title: Ailanthus altissima (Mill.) Swingle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ypg-fv7-5t5
title: Acer pseudoplatanus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0zm-8pa-9dv
title: Galium uliginosum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jhp-zm3-mh3
title: Acer pseudoplatanus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xh1-4ph-d08
title: Aesculus hippocastanum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fzf-fgy-3ak
title: Brachypodium sylvaticum (Huds.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/na2-1dd-hg0
title: Fagus sylvatica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aev-3r8-9gx
title: Convallaria majalis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d4z-34s-bfd
title: Galium boreale L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a07-7gp-pyt
title: Corynephorus canescens (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ds6-5hw-1v6
title: Carex acutiformis Ehrh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2mr-cyp-vkw
title: Achillea millefolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pf9-qvh-fxy
title: Calluna vulgaris (L.) Hull

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wnk-jxm-3k2
title: Alopecurus pratensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aq4-xem-3t9
title: Galium uliginosum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pt1-5y9-ah5
title: Galium verum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9er-gd1-35w
title: Chaerophyllum bulbosum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j2k-5ql-mwt
title: Calamagrostis epigejos (L.) Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5l3-t41-ca2
title: Galium mollugo L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1ty-73j-8rc
title: Geranium robertianum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v9r-5xw-vkz
title: Bistorta officinalis Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/92y-ys4-msj
title: Bistorta officinalis Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rp4-rld-vyr
title: Galium aparine L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3bb-h7p-2tx
title: Carpinus betulus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sn7-436-cmq
title: Ajuga reptans L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mcf-evr-e5x
title: Brachypodium sylvaticum (Huds.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8ty-644-hcv
title: Ailanthus altissima (Mill.) Swingle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/94h-7xk-xqj
title: Bromus sterilis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6cx-69k-fw7
title: Ballota nigra subsp. nigra

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w1t-jxh-sb5
title: Chaerophyllum temulum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5w6-ver-195
title: Crepis capillaris (L.) Wallr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f46-zk2-3n3
title: Anchusa officinalis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fpc-8q7-avp
title: Convolvulus arvensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/29g-cg4-f80
title: Falcaria vulgaris Bernh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bgd-eq0-twc
title: Aesculus hippocastanum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r0g-5fp-225
title: Crepis capillaris (L.) Wallr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r92-c9r-yx4
title: Dianthus carthusianorum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ezn-1yb-k46
title: Dianthus carthusianorum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ryf-jd2-1rp
title: Betula × aurata Borkh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gyq-7m5-mdy
title: Calystegia sepium (L.) R. Br.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w4y-lw7-edw
title: Echium vulgare L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.qwdapu
title: Occurrence Download

description: A dataset containing 1040949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Biancaea decapetala, Cajanus cajan, Canna indica, Cenchrus clandestinus, Cenchrus setaceus, Cirsium vulgare, Cortaderia selloana, Elodea densa, Hedychium gardnerianum, Opuntia humifusa)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1040949 records from 4189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001922-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.std3rj
title: Occurrence Download

description: A dataset containing 3644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucheria"
 ]
}

 The dataset includes 3644 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001710-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14875636
title: Global Impact of Anthropogenic NH₃ Emissions on Upper Tropospheric Aerosol Formation: data sources

description: EMAC model namelist, configuration settings, figure data for manuscript "Global Impact of Anthropogenic NH₃ Emissions on Upper Tropospheric Aerosol Formation".
DOI: 10.5281/zenodo.14875637
title: Global Impact of Anthropogenic NH₃ Emissions on Upper Tropospheric Aerosol Formation: data sources

description: EMAC model namelist, configuration settings, figure data for manuscript "Global Impact of Anthropogenic NH₃ Emissions on Upper Tropospheric Aerosol Formation".
DOI: 10.15468/dl.2ykn5e
title: Occurrence Download

description: A dataset containing 45192 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhantus"
 ]
}

 The dataset includes 45192 records from 520 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010393-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14178610
title: Aquaculture nutrition of perch and pikeperch: An analysis for European percid aquaculture

description: General informationThe raw dataset is a compilation of the following information:



rearing parameters

feed composition data

growth data

digestibility data

body composition data


Raw data was acquired from the studies stated in the References file. This file also contains explanations of why certain studies or treatments in studies were excluded from the final dataset that was used for modelling purposes in the linked journal article about percid nutrition.
description: Percid aquaculture in Europe, perch (Perca fluviatilis) and pikeperch (Sander lucioperca), is gaining momentum. Substantial knowledge gaps exist in aquaculture nutrition, research and development of European percid diets. We present an analysis to advance the food and feeding of European percids in the European recirculatory aquaculture system (RAS). The highest thermal growth coefficient (TGC) was predicted with the inclusion of crude protein (CP) ~54.5% (second maximum ~35%) at non-protein energy (NPE) level ~7.2 MJ kg−1. In addition, crude lipid (CL) level of 14.5–15.0% was predicted to maximize growth. A clear maximum for nitrogen-free extract (NFE) or carbohydrates and CE was not found for growth. Estimates of apparent digestibility of organic matter (78.5-85.2%), protein (90.8-92.7%), lipid (79-91.8%), ash (38-62.9%), and phosphorus (44-59.4%) in percids can be classified as high. Percid ideal protein concept implies that methionine and histidine could be formulated up to 50% of lysine within the protein. Protein sources such as fish, shellfish, poultry, insect, potato, and rice form optimum protein choices (>60% protein utilization) for percid diet formulations. Some complementary protein sources are modeled and proposed to have maximized protein utilization for percids (e.g., combination of poultry, insect, and potato or rice proteins). Body size-adjusted feeding dose (1.7% body weight day−1 for 6 g fish or 0.6% body weight day−1 for 300 g; continuous dosing), temperature (17-23°C), light regime (16 hours day−1, 125 lux, industrial white light), water turnover rate (1.2× tank volume h−1), and ketogenic-type diet (high protein-to-energy ratio: 20-25 g MJ−1; high protein-to-carbohydrate ratio 3:1; non-protein energy dominated by lipids) are reportedly preferred feeding conditions in RAS. For non-protein energy, there is a lack of information on carbohydrate processing (e.g., net energy contribution by digestible carbohydrates, fiber tolerance, starch versus non-starch polysaccharide digestibility). High dietary lipid content seems favorable, even though percids have lean flesh. Knowledge gaps exist regarding the protein and lipid sparing effects in percids. Percid feed is currently a vacant market niche, instead, the trout, sturgeon and larval weaning feed(s) are being used by the RAS managers.
DOI: 10.5281/zenodo.15252852
title: Aquaculture nutrition of perch and pikeperch: An analysis for European percid aquaculture

description: General informationThe raw dataset is a compilation of the following information:



rearing parameters

feed composition data

growth data

digestibility data

body composition data


Raw data was acquired from the studies stated in the References file. This file also contains explanations of why certain studies or treatments in studies were excluded from the final dataset that was used for modelling purposes in the linked journal article about percid nutrition.
description: Percid aquaculture in Europe, perch (Perca fluviatilis) and pikeperch (Sander lucioperca), is gaining momentum. Substantial knowledge gaps exist in aquaculture nutrition, research and development of European percid diets. We present an analysis to advance the food and feeding of European percids in the European recirculatory aquaculture system (RAS). The highest thermal growth coefficient (TGC) was predicted with the inclusion of crude protein (CP) ~54.5% (second maximum ~35%) at non-protein energy (NPE) level ~7.2 MJ kg−1. In addition, crude lipid (CL) level of 14.5–15.0% was predicted to maximize growth. A clear maximum for nitrogen-free extract (NFE) or carbohydrates and CE was not found for growth. Estimates of apparent digestibility of organic matter (78.5-85.2%), protein (90.8-92.7%), lipid (79-91.8%), ash (38-62.9%), and phosphorus (44-59.4%) in percids can be classified as high. Percid ideal protein concept implies that methionine and histidine could be formulated up to 50% of lysine within the protein. Protein sources such as fish, shellfish, poultry, insect, potato, and rice form optimum protein choices (>60% protein utilization) for percid diet formulations. Some complementary protein sources are modeled and proposed to have maximized protein utilization for percids (e.g., combination of poultry, insect, and potato or rice proteins). Body size-adjusted feeding dose (1.7% body weight day−1 for 6 g fish or 0.6% body weight day−1 for 300 g; continuous dosing), temperature (17-23°C), light regime (16 hours day−1, 125 lux, industrial white light), water turnover rate (1.2× tank volume h−1), and ketogenic-type diet (high protein-to-energy ratio: 20-25 g MJ−1; high protein-to-carbohydrate ratio 3:1; non-protein energy dominated by lipids) are reportedly preferred feeding conditions in RAS. For non-protein energy, there is a lack of information on carbohydrate processing (e.g., net energy contribution by digestible carbohydrates, fiber tolerance, starch versus non-starch polysaccharide digestibility). High dietary lipid content seems favorable, even though percids have lean flesh. Knowledge gaps exist regarding the protein and lipid sparing effects in percids. Percid feed is currently a vacant market niche, instead, the trout, sturgeon and larval weaning feed(s) are being used by the RAS managers.
DOI: 10.5281/zenodo.17497959
title: Digital academic entrepreneurship: Intellectual lineages, digital governance mechanisms and policy implications for the entrepreneurial university

description: These data and analytical figures are created based on 570 Scopus reseach articles.
DOI: 10.5281/zenodo.17497960
title: Digital academic entrepreneurship: Intellectual lineages, digital governance mechanisms and policy implications for the entrepreneurial university

description: These data and analytical figures are created based on 570 Scopus reseach articles.
DOI: 10.5281/zenodo.17157168
title: STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases

description: The STARQA dataset consists of complex analytical reasoning questions and answers for three structured databases: IMDB, Olist, and Eurosoccer.Each entry contains the following fields:



db_id: Name of the database used to generate the question

question: The analytical question posed

question_path: Path to the corresponding code snippet in the folder

gold: the answer to the question
DOI: 10.5281/zenodo.17157169
title: STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases

description: The STARQA dataset consists of complex analytical reasoning questions and answers for three structured databases: IMDB, Olist, and Eurosoccer.Each entry contains the following fields:



db_id: Name of the database used to generate the question

question: The analytical question posed

question_path: Path to the corresponding code snippet in the folder

gold: the answer to the question