create table indi_pub_green_oa stored as parquet as select distinct p.id, coalesce(green_oa, 0) as green_oa from publication p left outer join ( select p.id, 1 as green_oa from publication p join result_instance ri on ri.id = p.id join datasource on datasource.id = ri.hostedby where datasource.type like '%Repository%' and (ri.accessright = 'Open Access' or ri.accessright = 'Embargo')) tmp on p.id= tmp.id; create table indi_pub_grey_lit stored as parquet as select distinct p.id, coalesce(grey_lit, 0) as grey_lit from publication p left outer join ( select p.id, 1 as grey_lit from publication p join result_classifications rt on rt.id = p.id where rt.type not in ('Article','Part of book or chapter of book','Book','Doctoral thesis','Master thesis','Data Paper', 'Thesis', 'Bachelor thesis', 'Conference object') and not exists (select 1 from result_classifications rc where type ='Other literature type' and rc.id=p.id)) tmp on p.id=tmp.id; create table indi_pub_doi_from_crossref stored as parquet as select distinct p.id, coalesce(doi_from_crossref, 0) as doi_from_crossref from publication p left outer join (select ri.id, 1 as doi_from_crossref from result_instance ri join datasource d on d.id = ri.collectedfrom where pidtype='Digital Object Identifier' and d.name ='Crossref') tmp on tmp.id=p.id; create table indi_pub_gold_oa stored as parquet as select distinct p.id, coalesce(gold_oa, 0) as gold_oa from publication p left outer join ( select p.id, 1 as gold_oa from publication p join result_instance ri on ri.id = p.id join datasource on datasource.id = ri.hostedby where datasource.id like '%doajarticles%') tmp on p.id= tmp.id; create table indi_project_pubs_count stored as parquet as select pr.id id, count(p.id) total_pubs from project_results pr join publication p on p.id=pr.result group by pr.id; create table indi_project_datasets_count stored as parquet as select pr.id id, count(d.id) total_datasets from project_results pr join dataset d on d.id=pr.result group by pr.id; create table indi_project_software_count stored as parquet as select pr.id id, count(s.id) total_software from project_results pr join software s on s.id=pr.result group by pr.id; create table indi_project_otherresearch_count stored as parquet as select pr.id id, count(o.id) total_other from project_results pr join otherresearchproduct o on o.id=pr.result group by pr.id; create table indi_pub_avg_year_country_oa stored as parquet as select year, country, round(OpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageOA, round(NonOpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageNonOA from (SELECT year, country, SUM(CASE WHEN bestlicence='Open Access' THEN 1 ELSE 0 END) AS OpenAccess, SUM(CASE WHEN bestlicence<>'Open Access' THEN 1 ELSE 0 END) AS NonOpenAccess FROM publication p join result_organization ro on p.id=ro.id join organization o on o.id=ro.organization where cast(year as int)>=2003 and cast(year as int)<=2021 group by year, country) tmp; create table indi_dataset_avg_year_country_oa stored as parquet as select year, country, round(OpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageOA, round(NonOpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageNonOA from (SELECT year, country, SUM(CASE WHEN bestlicence='Open Access' THEN 1 ELSE 0 END) AS OpenAccess, SUM(CASE WHEN bestlicence<>'Open Access' THEN 1 ELSE 0 END) AS NonOpenAccess FROM dataset d join result_organization ro on d.id=ro.id join organization o on o.id=ro.organization where cast(year as int)>=2003 and cast(year as int)<=2021 group by year, country) tmp; create table indi_software_avg_year_country_oa stored as parquet as select year, country, round(OpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageOA, round(NonOpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageNonOA from (SELECT year, country, SUM(CASE WHEN bestlicence='Open Access' THEN 1 ELSE 0 END) AS OpenAccess, SUM(CASE WHEN bestlicence<>'Open Access' THEN 1 ELSE 0 END) AS NonOpenAccess FROM software s join result_organization ro on s.id=ro.id join organization o on o.id=ro.organization where cast(year as int)>=2003 and cast(year as int)<=2021 group by year, country) tmp; create table indi_other_avg_year_country_oa stored as parquet as select year, country, round(OpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageOA, round(NonOpenAccess/(OpenAccess+NonOpenAccess)*100,3) as averageNonOA from (SELECT year, country, SUM(CASE WHEN bestlicence='Open Access' THEN 1 ELSE 0 END) AS OpenAccess, SUM(CASE WHEN bestlicence<>'Open Access' THEN 1 ELSE 0 END) AS NonOpenAccess FROM otherresearchproduct orp join result_organization ro on orp.id=ro.id join organization o on o.id=ro.organization where cast(year as int)>=2003 and cast(year as int)<=2021 group by year, country) tmp; create table indi_pub_avg_year_context_oa stored as parquet as with total as (select count(distinct pc.id) no_of_pubs, year, c.name name, sum(count(distinct pc.id)) over(PARTITION by year) as total from publication_concepts pc join context c on pc.concept like concat('%',c.id,'%') join publication p on p.id=pc.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by c.name, year ) select year, name, round(no_of_pubs/total*100,3) averageofpubs from total; create table indi_dataset_avg_year_context_oa stored as parquet as with total as (select count(distinct pc.id) no_of_pubs, year, c.name name, sum(count(distinct pc.id)) over(PARTITION by year) as total from dataset_concepts pc join context c on pc.concept like concat('%',c.id,'%') join dataset p on p.id=pc.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by c.name, year ) select year, name, round(no_of_pubs/total*100,3) averageofdataset from total; create table indi_software_avg_year_context_oa stored as parquet as with total as (select count(distinct pc.id) no_of_pubs, year, c.name name, sum(count(distinct pc.id)) over(PARTITION by year) as total from software_concepts pc join context c on pc.concept like concat('%',c.id,'%') join software p on p.id=pc.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by c.name, year ) select year, name, round(no_of_pubs/total*100,3) averageofsoftware from total; create table indi_other_avg_year_context_oa stored as parquet as with total as (select count(distinct pc.id) no_of_pubs, year, c.name name, sum(count(distinct pc.id)) over(PARTITION by year) as total from otherresearchproduct_concepts pc join context c on pc.concept like concat('%',c.id,'%') join otherresearchproduct p on p.id=pc.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by c.name, year ) select year, name, round(no_of_pubs/total*100,3) averageofother from total; create table indi_other_avg_year_content_oa stored as parquet as with total as (select count(distinct pd.id) no_of_pubs, year, d.type type, sum(count(distinct pd.id)) over(PARTITION by year) as total from otherresearchproduct_datasources pd join datasource d on datasource=d.id join otherresearchproduct p on p.id=pd.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by d.type, year) select year, type, round(no_of_pubs/total*100,3) averageOfOtherresearchproduct from total; create table indi_software_avg_year_content_oa stored as parquet as with total as (select count(distinct pd.id) no_of_pubs, year, d.type type, sum(count(distinct pd.id)) over(PARTITION by year) as total from software_datasources pd join datasource d on datasource=d.id join software p on p.id=pd.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by d.type, year) select year, type, round(no_of_pubs/total*100,3) averageOfSoftware from total; create table indi_dataset_avg_year_content_oa stored as parquet as with total as (select count(distinct pd.id) no_of_pubs, year, d.type type, sum(count(distinct pd.id)) over(PARTITION by year) as total from dataset_datasources pd join datasource d on datasource=d.id join dataset p on p.id=pd.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by d.type, year) select year, type, round(no_of_pubs/total*100,3) averageOfDatasets from total; create table indi_pub_avg_year_content_oa stored as parquet as with total as (select count(distinct pd.id) no_of_pubs, year, d.type type, sum(count(distinct pd.id)) over(PARTITION by year) as total from publication_datasources pd join datasource d on datasource=d.id join publication p on p.id=pd.id where cast(year as int)>=2003 and cast(year as int)<=2021 group by d.type, year) select year, type, round(no_of_pubs/total*100,3) averageOfPubs from total; create table indi_pub_has_cc_licence stored as parquet as select distinct p.id, (case when lic='' or lic is null then 0 else 1 end) as has_cc_license from publication p left outer join (select p.id, license.type as lic from publication p join publication_licenses as license on license.id = p.id where lower(license.type) LIKE '%creativecommons.org%' OR lower(license.type) LIKE '%cc-%') tmp on p.id= tmp.id; create table indi_pub_has_cc_licence_url stored as parquet as select distinct p.id, (case when lic_host='' or lic_host is null then 0 else 1 end) as has_cc_license_url from publication p left outer join (select p.id, lower(parse_url(license.type, "HOST")) as lic_host from publication p join publication_licenses as license on license.id = p.id WHERE lower(parse_url(license.type, 'HOST')) = 'creativecommons.org') tmp on p.id= tmp.id; create table indi_pub_has_abstract stored as parquet as select distinct publication.id, coalesce(abstract, 1) has_abstract from publication; create table indi_with_orcid stored as parquet as select distinct r.id, coalesce(has_orcid, 0) as has_orcid from result r left outer join (select id, 1 as has_orcid from result_orcid) tmp on r.id= tmp.id create table indi_funded_result_with_fundref stored as parquet as select distinct r.id, coalesce(fundref, 0) as fundref from project_results r left outer join (select distinct id, 1 as fundref from project_results where provenance='Harvested') tmp on r.id= tmp.id create table indi_result_org_country_collab stored as parquet as with tmp as (select o.id as id, o.country , ro.id as result,r.type from organization o join result_organization ro on o.id=ro.organization join result r on r.id=ro.id where o.country <> 'UNKNOWN') select o1.id org1,o2.country country2, o1.type, count(distinct o1.result) as collaborations from tmp as o1 join tmp as o2 on o1.result=o2.result where o1.id<>o2.id and o1.country<>o2.country group by o1.id, o1.type,o2.country create table indi_result_org_collab stored as parquet as with tmp as (select o.id, ro.id as result,r.type from organization o join result_organization ro on o.id=ro.organization join result r on r.id=ro.id) select o1.id org1,o2.id org2, o1.type, count(distinct o1.result) as collaborations from tmp as o1 join tmp as o2 on o1.result=o2.result where o1.id<>o2.id group by o1.id, o2.id, o1.type create table indi_result_org_country_collab stored as parquet as with tmp as (select o.id as id, o.country , ro.id as result,r.type from organization o join result_organization ro on o.id=ro.organization join result r on r.id=ro.id where o.country <> 'UNKNOWN') select o1.id org1,o2.country country2, o1.type, count(distinct o1.result) as collaborations from tmp as o1 join tmp as o2 on o1.result=o2.result where o1.id<>o2.id and o1.country<>o2.country group by o1.id, o1.type,o2.country