sqlite-notebook template for basic chocula stats

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+
+# Fatcat "Chocula" Journal Metadata Summary
+
+This report is auto-generated from a sqlite database file, which should be available/included.
+
+```sql
+SELECT datetime('now');
+```
+
+Note that pretty much all of the fatcat release stats are on a *release*, not
+*work* basis, so there may be over-counting. Also, as of July 2019 there were
+over 1.5 million OA longtail releases which are *not* linked to a container
+(journal).
+
+### Basics
+
+Top countries by journal count (and fatcat release counts):
+
+```sql
+SELECT country, COUNT(*) AS journal_count, sum(release_count) from journal group by country order by count(*) desc limit 10;
+```
+
+Top languages by journal count (and fatcat release counts):
+
+```sql
+SELECT lang, COUNT(*) as journal_count, sum(release_count) as release_count FROM journal GROUP BY lang ORDER BY COUNT(*) DESC LIMIT 10;
+```
+
+Aggregate fatcat fulltext release coverage by OA status:
+
+```sql
+SELECT is_oa, COUNT(*) AS journal_count, SUM(release_count), SUM(ia_count), ROUND(1. * SUM(ia_count) / SUM(release_count), 2) as total_ia_frac FROM journal GROUP BY is_oa;
+```
+
+### Publisher Segmentation
+
+Big publishers by journal count:
+
+```sql
+SELECT publisher, COUNT(*) AS journal_count, SUM(release_count) from journal GROUP BY publisher ORDER BY COUNT(*) DESC LIMIT 15;
+```
+
+Number of publishers with 3 or fewer journals:
+
+```sql
+SELECT COUNT(*) FROM (SELECT publisher, COUNT(*) as journal_count FROM journal GROUP BY publisher) WHERE journal_count <= 3;
+```
+
+Fulltext coverage by publisher type:
+
+```sql
+SELECT publisher_type, ROUND(1.0 * SUM(ia_count) / SUM(release_count), 2) as ia_total_frac, ROUND(1.0 * SUM(preserved_count) / SUM(release_count), 2) as preserved_total_frac, count(*) as journal_count, sum(release_count) as paper_count from journal group by publisher_type order by sum(release_count) desc;
+```
+
+Fulltext coverage by publisher type (NOTE: averaging fractions without weighing by release count, intentionally):
+
+```sql
+SELECT publisher_type, ROUND(1.0 * AVG(ia_frac), 2) as avg_ia_frac, ROUND(1.0 * AVG(preserved_frac), 2) as avg_preserved_frac, count(*) as journal_count, sum(release_count) as paper_count from journal group by publisher_type order by sum(release_count) DESC;
+```
+
+Number of journals with no releases (metadata or fulltext) in fatcat:
+
+```sql
+SELECT publisher_type, COUNT(*) AS journals_with_no_releases FROM journal WHERE release_count = 0 GROUP BY publisher_type ORDER BY COUNT(*) DESC;
+```
+
+### IA Fulltext Coverage
+
+Coverage by sherpa color:
+
+```sql
+SELECT sherpa_color, SUM(ia_count) as ia_fulltext_count, SUM(release_count) as release_count, ROUND(1.0 * SUM(ia_count) / SUM(release_count), 2) as total_ia_frac FROM journal GROUP BY sherpa_color;
+```
+
+Top publishers with very little IA coverage (NOTE: averaging fractions without weight by journal size):
+
+```sql
+SELECT publisher, count(*) as journal_count, ROUND(avg(ia_frac),3) from journal where ia_frac < 0.05 group by publisher order by count(*) desc limit 10;
+```
+
+### Homepages
+
+Journal counts by homepage status:
+
+```sql
+SELECT any_homepage, any_live_homepage, any_gwb_homepage, COUNT(*), ROUND(1.0 * COUNT(*) / (SELECT COUNT(*) FROM journal), 2) AS frac FROM journal GROUP BY any_homepage, any_live_homepage, any_gwb_homepage;
+```
+
+Number of unique journals that have a homepage pointing to wayback or archive.org:
+
+```sql
+SELECT COUNT(DISTINCT issnl) FROM homepage WHERE domain = 'archive.org';
+```
+
+Top publishers that have journals in wayback:
+
+```sql
+SELECT publisher, COUNT(*) FROM journal LEFT JOIN homepage ON journal.issnl = homepage.issnl WHERE homepage.domain = 'archive.org' GROUP BY journal.publisher ORDER BY COUNT(*) DESC LIMIT 10;
+```
+
+Homepage URL counts:
+
+```sql
+SELECT COUNT(*) as rows, COUNT(DISTINCT issnl) as issnls, COUNT(DISTINCT surt) as surts FROM homepage;
+```
+
+Journals with most unique SURTs:
+
+```sql
+SELECT issnl, COUNT(*) from homepage GROUP BY issnl ORDER BY COUNT(*) DESC LIMIT 10;
+```
+
+
+Blocked domains:
+
+```sql
+SELECT domain, count(*), sum(blocked) from homepage group by domain order by sum(blocked) desc limit 20;
+```
+
+Top duplicated URLs and SURTs:
+
+```sql
+SELECT url, COUNT(*) FROM homepage GROUP BY url ORDER BY COUNT(*) DESC LIMIT 10;
+```
+
+Top terminal URLs catch cases where many URLs redirect to a single page:
+
+```sql
+SELECT terminal_url, COUNT(DISTINCT issnl) FROM homepage WHERE terminal_url IS NOT NULL GROUP BY terminal_url ORDER BY COUNT(DISTINCT issnl) DESC LIMIT 20;
+```
+
+```sql
+SELECT surt, COUNT(*) FROM homepage GROUP BY surt ORDER BY COUNT(*) DESC LIMIT 10;
+```
diff --git a/queries.txt b/queries.txt
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+
+    SELECT COUNT(DISTINCT issnl) FROM homepage WHERE domain = 'archive.org';
+
+Top publishers that have journals in wayback:
+
+    SELECT publisher, COUNT(*) FROM journal LEFT JOIN homepage ON journal.issnl = homepage.issnl WHERE homepage.domain = 'archive.org' GROUP BY journal.publisher ORDER BY COUNT(*) DESC LIMIT 10;
+
+Top publishers in general:
+
+    SELECT publisher, COUNT(*) from journal GROUP BY publisher ORDER BY COUNT(*) DESC LIMIT 25;
+
+Homepage URL counts:
+
+    SELECT COUNT(*) FROM homepage;
+    SELECT COUNT(DISTINCT issnl) FROM homepage;
+    SELECT issnl, COUNT(*) from homepage GROUP BY issnl ORDER BY COUNT(*) DESC LIMIT 10;
+
+Top/redundant URLs and SURTs:
+
+    SELECT surt, COUNT(*) FROM homepage GROUP BY surt ORDER BY COUNT(*) DESC LIMIT 10;
+
+    SELECT publisher, name FROM journal LEFT JOIN homepage ON journal.issnl = homepage.issnl WHERE homepage.surt = 'com,benjamins)/';
+
+fulltext coverage by publisher type:
+
+    select publisher_type, avg(ia_frac), avg(preserved_frac), count(*) as journal_count, sum(release_count) as paper_count from journal group by publisher_type order by sum(release_count) desc;
+
+
+
+    select publisher_type, avg(ia_frac), avg(preserved_frac), count(*) as journal_count, sum(release_count) as paper_count from journal group by publisher_type order by sum(release_count) desc;
+
+
+    select publisher, count(*) as journal_count, avg(ia_frac) from journal where ia_frac < 0.05 group by publisher order by count(*) desc limit 10;
+
+
+    select country, count(*) from journal group by country order by count(*) desc limit 10;
+    select country, count(*), sum(release_count) from journal group by country order by sum(release_count) desc limit 10;
+
+    select lang, count(*) from journal group by lang order by count(*) desc limit 10;
+    select lang, count(*), sum(release_count) from journal group by lang order by sum(release_count) desc limit 10;
+
+Coverage by sherpa color:
+
+    select sherpa_color, sum(ia_count) from journal group by sherpa_color;
+
+Blocked domains:
+
+    select domain, count(*), sum(blocked) from homepage group by domain order by sum(blocked) desc limit 20;
+
+Top duplicated domains:
+
+    select url, count(*) from homepage group by url order by count(*) desc limit 20;