Open Data Commons Attribution License (ODC-By) v1.0https://www.opendatacommons.org/licenses/by/1.0/
License information was derived automatically
We present the Microsoft Academic Knowledge Graph (MAKG), a large RDF data set with over eight billion triples with information about scientific publications and related entities, such as authors, institutions, journals, and fields of study. The data set is based on the Microsoft Academic Graph and licensed under the Open Data Attributions license. Furthermore, we provide entity embeddings for all 210M represented scientific papers.
More information can be found at http://ma-graph.org/ and in the ISWC'19 paper The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data (author copy available here).
If you use the data set, please cite it as follows (see also in DBLP):
Michael Färber: "The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data". Proceedings of the 18th International Semantic Web Conference (ISWC'19). Auckland, New Zealand, 2019, pp. 113-129.
@inproceedings{DBLP:conf/semweb/Farber19,
author = "{Michael F{\"{a}}rber}",
title = "{The Microsoft Academic Knowledge Graph: {A} Linked Data Source with
8 Billion Triples of Scholarly Data}",
booktitle = "{Proceedings of the 18th International Semantic Web Conference}",
series = "{ISWC'19}",
location = "{Auckland, New Zealand}",
pages = {113--129},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30796-7\_8},
doi = {10.1007/978-3-030-30796-7\_8}
}
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for All-Transactions House Price Index for Massachusetts (MASTHPI) from Q1 1975 to Q1 2025 about MA, appraisers, HPI, housing, price index, indexes, price, and USA.
https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required
Graph and download economic data for Economic Conditions Index for Worcester, MA-CT (MSA) (DISCONTINUED) (WTRAGRIDX) from Feb 1990 to Dec 2019 about Worcester, academic data, MA, indexes, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Labor Force Participation Rate for Massachusetts (LBSSA25) from Jan 1976 to Jun 2025 about MA, participation, labor force, labor, rate, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for People 25 Years and Over Who Have Completed a Graduate or Professional Degree for Massachusetts (GCT1503MA) from 2006 to 2023 about advanced degree, educational attainment, 25 years +, MA, education, and USA.
https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required
Graph and download economic data for Economic Conditions Index for Boston-Cambridge-Quincy, MA-NH (MSA) (DISCONTINUED) (BSLAGRIDX) from Feb 1990 to Dec 2019 about Boston, NH, academic data, MA, indexes, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Median Household Income in Massachusetts (MEHOINUSMAA646N) from 1984 to 2023 about MA, households, median, income, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for High School Graduate or Higher for Massachusetts (GCT1501MA) from 2006 to 2023 about secondary schooling, secondary, 25 years +, MA, educational attainment, education, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for All-Transactions House Price Index for Boston, MA (MSAD) (ATNHPIUS14454Q) from Q3 1977 to Q1 2025 about Boston, MA, appraisers, HPI, housing, price index, indexes, price, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Total Gross Domestic Product for Boston-Cambridge-Newton, MA-NH (MSA) (NGMP14460) from 2001 to 2023 about Boston, NH, MA, industry, GDP, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for All Employees: Manufacturing in Massachusetts (MAMFG) from Jan 1990 to Jun 2025 about MA, manufacturing, employment, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Value of Exports to Georgia from Massachusetts (MAGEOA052SCEN) from 1997 to 2017 about Georgia, MA, and exports.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Unemployment Rate in Massachusetts (MAUR) from Jan 1976 to Jun 2025 about MA, unemployment, rate, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Total Carbon Dioxide Emissions From All Sectors, Natural Gas for Massachusetts (EMISSCO2TOTVTTNGMAA) from 1970 to 2021 about carbon dioxide emissions, MA, gas, sector, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Gross Domestic Product: All Industry Total in Massachusetts (MANQGSP) from Q1 2005 to Q1 2025 about MA, GSP, industry, GDP, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Total Real Gross Domestic Product for Worcester, MA-CT (MSA) (RGMP49340) from 2001 to 2023 about Worcester, CT, MA, real, industry, GDP, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for All Employees: Education and Health Services: Private Education and Health Services in Massachusetts (MAEDUH) from Jan 1990 to Jun 2025 about MA, health, education, services, employment, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Projected Business Formations within 8 Quarters for Massachusetts (DISCONTINUED) (PBF8QNSAMA) from Q3 2004 to Q4 2019 about business formations, MA, projection, business, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for All Employees: Scientific Research and Development Services in Massachusetts (SMU25000006054170001A) from 2003 to 2024 about R&D, science, MA, services, employment, and USA.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Total Quarterly Wages in Springfield, MA (MSA) (ENUC441430010) from Q1 1990 to Q4 2024 about Springfield, MA, wages, and USA.
Open Data Commons Attribution License (ODC-By) v1.0https://www.opendatacommons.org/licenses/by/1.0/
License information was derived automatically
We present the Microsoft Academic Knowledge Graph (MAKG), a large RDF data set with over eight billion triples with information about scientific publications and related entities, such as authors, institutions, journals, and fields of study. The data set is based on the Microsoft Academic Graph and licensed under the Open Data Attributions license. Furthermore, we provide entity embeddings for all 210M represented scientific papers.
More information can be found at http://ma-graph.org/ and in the ISWC'19 paper The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data (author copy available here).
If you use the data set, please cite it as follows (see also in DBLP):
Michael Färber: "The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data". Proceedings of the 18th International Semantic Web Conference (ISWC'19). Auckland, New Zealand, 2019, pp. 113-129.
@inproceedings{DBLP:conf/semweb/Farber19,
author = "{Michael F{\"{a}}rber}",
title = "{The Microsoft Academic Knowledge Graph: {A} Linked Data Source with
8 Billion Triples of Scholarly Data}",
booktitle = "{Proceedings of the 18th International Semantic Web Conference}",
series = "{ISWC'19}",
location = "{Auckland, New Zealand}",
pages = {113--129},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30796-7\_8},
doi = {10.1007/978-3-030-30796-7\_8}
}