diff --git a/docs/papers_in_catalogue.csv b/docs/papers_in_catalogue.csv
index a172227..f7df183 100644
--- a/docs/papers_in_catalogue.csv
+++ b/docs/papers_in_catalogue.csv
@@ -11,7 +11,7 @@
 "Wolszczan et al. (1992)","1","430-1400","`ADS <https://ui.adsabs.harvard.edu/abs/1992Natur.355..145W/abstract>`__"
 "Johnston et al. (1993)","1","430-2360","`ADS <https://ui.adsabs.harvard.edu/abs/1993Natur.361..613J/abstract>`__"
 "Malofeev et al. (1993)","33","61-102","`ADS <https://ui.adsabs.harvard.edu/abs/1993AstL...19..138M/abstract>`__"
-"Manchester et al. (1993)","1","660-660","`ADS <https://ui.adsabs.harvard.edu/abs/1993ApJ...403L..29M/abstract>`__"
+"Manchester et al. (1993)","1","640-640","`ADS <https://ui.adsabs.harvard.edu/abs/1993ApJ...403L..29M/abstract>`__"
 "Camilo et al. (1995)","29","430-430","`ADS <https://ui.adsabs.harvard.edu/abs/1995ApJ...445..756C/abstract>`__"
 "Lorimer et al. (1995)","4","436-1520","`ADS <https://ui.adsabs.harvard.edu/abs/1995ApJ...439..933L>`__"
 "Lundgren et al. (1995)","1","430-1400","`ADS <https://ui.adsabs.harvard.edu/abs/1995ApJ...453..419L/abstract>`__"
@@ -57,7 +57,7 @@
 "Champion et al. (2005a)","17","430-430","`ADS <https://ui.adsabs.harvard.edu/abs/2005MNRAS.363..929C>`__"
 "Champion et al. (2005b)","1","327-430","`ADS <https://ui.adsabs.harvard.edu/abs/2005PhDT.......282C>`__"
 "Johnston et al. (2006)","31","8356-8356","`ADS <https://ui.adsabs.harvard.edu/abs/2006MNRAS.369.1916J/abstract>`__"
-"Lorimer et al. (2006)","142","1374-1374","`ADS <https://ui.adsabs.harvard.edu/abs/2006MNRAS.372..777L/abstract>`__"
+"Lorimer et al. (2006)","142","1400-1400","`ADS <https://ui.adsabs.harvard.edu/abs/2006MNRAS.372..777L/abstract>`__"
 "Crawford et al. (2007)","2","1384-3100","`ADS <https://ui.adsabs.harvard.edu/abs/2007AJ....134.1231C/abstract>`__"
 "Freire et al. (2007)","1","350-1950","`ADS <https://ui.adsabs.harvard.edu/abs/2007ApJ...662.1177F>`__"
 "Kijak et al. (2007)","11","325-1060","`ADS <https://ui.adsabs.harvard.edu/abs/2007A%26A...462..699K/abstract>`__"
@@ -69,7 +69,7 @@
 "Bates et al. (2011)","18","6591-6591","`ADS <https://ui.adsabs.harvard.edu/abs/2011MNRAS.411.1575B/abstract>`__"
 "Keith et al. (2011)","9","17000-24000","`ADS <https://ui.adsabs.harvard.edu/abs/2011MNRAS.416..346K/abstract>`__"
 "Kijak et al. (2011)","15","610-4850","`ADS <https://ui.adsabs.harvard.edu/abs/2011A%26A...531A..16K/abstract>`__"
-"Lynch et al. (2012)","9","2000-2000","`ADS <https://ui.adsabs.harvard.edu/abs/2012ApJ...745..109L>`__"
+"Lynch et al. (2012)","12","2000-2000","`ADS <https://ui.adsabs.harvard.edu/abs/2012ApJ...745..109L>`__"
 "Mickaliger et al. (2012)","1","820-820","`ADS <https://ui.adsabs.harvard.edu/abs/2012ApJ...759..127M>`__"
 "Boyles et al. (2013)","13","820-820","`ADS <https://ui.adsabs.harvard.edu/abs/2013ApJ...763...80B/abstract>`__"
 "Demorest et al. (2013)","17","327-2300","`ADS <https://ui.adsabs.harvard.edu/abs/2013ApJ...762...94D>`__"
@@ -92,7 +92,7 @@
 "Frail et al. (2016)","200","147-147","`ADS <https://ui.adsabs.harvard.edu/abs/2016ApJ...829..119F/abstract>`__"
 "Han et al. (2016)","228","1274-1523","`ADS <https://ui.adsabs.harvard.edu/abs/2016RAA....16..159H/abstract>`__"
 "Kondratiev et al. (2016)","48","149-149","`ADS <https://ui.adsabs.harvard.edu/abs/2016A%26A...585A.128K/abstract>`__"
-"Mikhailov et al. (2016)","2","150-150","`ADS <https://ui.adsabs.harvard.edu/abs/2016A%26A...593A..21M/abstract>`__"
+"Mikhailov et al. (2016)","2","146-146","`ADS <https://ui.adsabs.harvard.edu/abs/2016A%26A...593A..21M/abstract>`__"
 "Kijak et al. (2017)","12","325-610","`ADS <https://ui.adsabs.harvard.edu/abs/2017ApJ...840..108K/abstract>`__"
 "Mignani et al. (2017)","1","97500-343500","`ADS <https://ui.adsabs.harvard.edu/abs/2017ApJ...851L..10M/abstract>`__"
 "Murphy et al. (2017)","60","76-227","`ADS <https://ui.adsabs.harvard.edu/abs/2017PASA...34...20M/abstract>`__"