diff --git a/doc/release-notes.rst b/doc/release-notes.rst
index c475a0af..44e0557c 100644
--- a/doc/release-notes.rst
+++ b/doc/release-notes.rst
@@ -5,7 +5,7 @@ History of Changes
 .. Upcoming Version
 .. ----------------
 
-* 
+* Update IRENASTAT to include data up to 2023.
 
 Version 0.5.12 (07.04.2024)
 ---------------------------
diff --git a/powerplantmatching/data.py b/powerplantmatching/data.py
index 5dfdc563..ec0b3102 100644
--- a/powerplantmatching/data.py
+++ b/powerplantmatching/data.py
@@ -1521,27 +1521,37 @@ def IRENASTAT(raw=False, update=False, config=None):
 
     fn = get_raw_file("IRENA", update=update, config=config)
 
-    df = pd.read_csv(fn, comment="#")
+    df = pd.read_csv(fn, comment="#", quotechar='"')
 
     if raw:
         return df
 
     RENAME_COLUMNS = {
-        "Installed electricity capacity by country/area (MW)": "Capacity",
+        "Electricity statistics": "Capacity",
         "Country/area": "Country",
         "Grid connection": "Grid",
     }
     df.rename(columns=RENAME_COLUMNS, inplace=True)
 
+    df.drop(columns="Data Type", inplace=True)
+
+    # Rename all entries "Congo (the)" to "Congo" under the column
+    # "Country"; the former confuses country_converter.
+    df["Country"] = df["Country"].replace("Congo (the)", "Congo")
+
     # Consistent country names for dataset
     df = convert_to_short_name(df)
 
     df.dropna(subset="Capacity", inplace=True)
 
+    # Remove all rows where Technology is just a Total
+    df = df[
+        ~df.Technology.str.contains("Total Renewable|Total Non-Renewable", na=False)
+    ]
+
     fueltype_dict = {
-        "On-grid Solar photovoltaic": "Solar",
-        "Off-grid Solar photovoltaic": "Solar",
-        "Concentrated solar power": "Solar",
+        "Solar photovoltaic": "Solar",
+        "Solar thermal energy": "Solar",
         "Onshore wind energy": "Wind",
         "Offshore wind energy": "Wind",
         "Renewable hydropower": "Hydro",
@@ -1553,7 +1563,6 @@ def IRENASTAT(raw=False, update=False, config=None):
         "Biogas": "Bioenergy",
         "Geothermal energy": "Geothermal",
         "Marine energy": "Marine",
-        "Fossil fuels": "Other",
         "Coal and peat": "Hard Coal",
         "Oil": "Oil",
         "Natural gas": "Natural Gas",
@@ -1563,9 +1572,8 @@ def IRENASTAT(raw=False, update=False, config=None):
     }
 
     technology_dict = {
-        "On-grid Solar photovoltaic": "PV",
-        "Off-grid Solar photovoltaic": "PV",
-        "Concentrated solar power": "CSP",
+        "Solar photovoltaic": "PV",
+        "Solar thermal energy": "CSP",
         "Onshore wind energy": "Onshore",
         "Offshore wind energy": "Offshore",
         "Pumped storage": "Pumped Storage",
diff --git a/powerplantmatching/package_data/config.yaml b/powerplantmatching/package_data/config.yaml
index 513248b0..6d62ba8a 100644
--- a/powerplantmatching/package_data/config.yaml
+++ b/powerplantmatching/package_data/config.yaml
@@ -60,8 +60,8 @@ BEYONDCOAL:
 IRENA:
   net_capacity: true
   aggregated_units: true
-  fn: IRENASTAT_capacities_2000-2020.csv
-  url: https://zenodo.org/record/6412255/files/IRENASTAT_capacities_2000-2020.csv
+  fn: IRENASTAT_capacities_2000-2023.csv
+  url: https://zenodo.org/records/10952917/files/IRENASTAT_capacities_2000-2023.csv
 CARMA:
   net_capacity: false
   reliability_score: 1