diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e0b9d933..d07959c1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -43,7 +43,7 @@ repos:
     hooks:
       - id: absolufy-imports
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.8.2'
+    rev: 'v0.8.3'
     hooks:
       - id: ruff
       - id: ruff-format
@@ -87,7 +87,7 @@ repos:
     hooks:
       - id: blacken-docs
   - repo: https://github.com/crate-ci/typos
-    rev: typos-dict-v0.11.37
+    rev: v1.28.3
     hooks:
       - id: typos
 ...
diff --git a/docs/network.kml b/docs/network.kml
index 48f6004d..546c2bc8 100644
--- a/docs/network.kml
+++ b/docs/network.kml
@@ -13,4 +13,4 @@
       </linkSnippet>
       <expires>2008-05-30</expires>
     </NetworkLinkControl>
-</kml>
\ No newline at end of file
+</kml>
diff --git a/examples/owid-co2-data.csv b/examples/owid-co2-data.csv
index 65c696f6..f6f5e1a3 100644
--- a/examples/owid-co2-data.csv
+++ b/examples/owid-co2-data.csv
@@ -197,7 +197,7 @@ year,iso_code,co2_per_capita
 1995,THA,2.586
 1995,TGO,0.274
 1995,TON,0.953
-1995,TTO,11.265
+1995,TO,11.265
 1995,TUN,1.751
 1995,TUR,3.058
 1995,TKM,8.179
@@ -416,7 +416,7 @@ year,iso_code,co2_per_capita
 1996,THA,2.883
 1996,TGO,0.285
 1996,TON,0.768
-1996,TTO,14.053
+1996,TO,14.053
 1996,TUN,1.762
 1996,TUR,3.311
 1996,TKM,7.36
@@ -635,7 +635,7 @@ year,iso_code,co2_per_capita
 1997,THA,2.971
 1997,TGO,0.191
 1997,TON,0.983
-1997,TTO,14.346
+1997,TO,14.346
 1997,TUN,1.801
 1997,TUR,3.461
 1997,TKM,7.149
@@ -854,7 +854,7 @@ year,iso_code,co2_per_capita
 1998,THA,2.587
 1998,TGO,0.273
 1998,TON,0.868
-1998,TTO,15.05
+1998,TO,15.05
 1998,TUN,1.838
 1998,TUR,3.408
 1998,TKM,7.547
@@ -1073,7 +1073,7 @@ year,iso_code,co2_per_capita
 1999,THA,2.678
 1999,TGO,0.38
 1999,TON,1.078
-1999,TTO,17.026
+1999,TO,17.026
 1999,TUN,1.904
 1999,TUR,3.291
 1999,TKM,8.842
@@ -1292,7 +1292,7 @@ year,iso_code,co2_per_capita
 2000,THA,2.654
 2000,TGO,0.266
 2000,TON,0.928
-2000,TTO,18.29
+2000,TO,18.29
 2000,TUN,1.977
 2000,TUR,3.586
 2000,TKM,8.615
@@ -1511,7 +1511,7 @@ year,iso_code,co2_per_capita
 2001,THA,2.706
 2001,TGO,0.225
 2001,TON,0.852
-2001,TTO,19.989
+2001,TO,19.989
 2001,TUN,2.044
 2001,TUR,3.282
 2001,TKM,7.343
@@ -1730,7 +1730,7 @@ year,iso_code,co2_per_capita
 2002,THA,2.875
 2002,TGO,0.25
 2002,TON,0.988
-2002,TTO,21.324
+2002,TO,21.324
 2002,TUN,2.049
 2002,TUR,3.352
 2002,TKM,6.412
@@ -1949,7 +1949,7 @@ year,iso_code,co2_per_capita
 2003,THA,2.95
 2003,TGO,0.333
 2003,TON,1.123
-2003,TTO,23.931
+2003,TO,23.931
 2003,TUN,2.074
 2003,TUR,3.541
 2003,TKM,8.524
@@ -2168,7 +2168,7 @@ year,iso_code,co2_per_capita
 2004,THA,3.175
 2004,TGO,0.313
 2004,TON,1.046
-2004,TTO,24.032
+2004,TO,24.032
 2004,TUN,2.147
 2004,TUR,3.611
 2004,TKM,10.24
@@ -2387,7 +2387,7 @@ year,iso_code,co2_per_capita
 2005,THA,3.256
 2005,TGO,0.301
 2005,TON,1.075
-2005,TTO,27.922
+2005,TO,27.922
 2005,TUN,2.171
 2005,TUR,3.855
 2005,TKM,9.81
@@ -2606,7 +2606,7 @@ year,iso_code,co2_per_capita
 2006,THA,3.254
 2006,TGO,0.255
 2006,TON,1.208
-2006,TTO,31.031
+2006,TO,31.031
 2006,TUN,2.191
 2006,TUR,4.057
 2006,TKM,9.992
@@ -2825,7 +2825,7 @@ year,iso_code,co2_per_capita
 2007,THA,3.353
 2007,TGO,0.251
 2007,TON,1.065
-2007,TTO,32.915
+2007,TO,32.915
 2007,TUN,2.324
 2007,TUR,4.452
 2007,TKM,9.788
@@ -3044,7 +3044,7 @@ year,iso_code,co2_per_capita
 2008,THA,3.331
 2008,TGO,0.245
 2008,TON,1.131
-2008,TTO,31.924
+2008,TO,31.924
 2008,TUN,2.391
 2008,TUR,4.355
 2008,TKM,11.654
@@ -3263,7 +3263,7 @@ year,iso_code,co2_per_capita
 2009,THA,3.374
 2009,TGO,0.428
 2009,TON,1.231
-2009,TTO,31.717
+2009,TO,31.717
 2009,TUN,2.357
 2009,TUR,4.381
 2009,TKM,10.126
@@ -3482,7 +3482,7 @@ year,iso_code,co2_per_capita
 2010,THA,3.53
 2010,TGO,0.395
 2010,TON,1.092
-2010,TTO,33.406
+2010,TO,33.406
 2010,TUN,2.583
 2010,TUR,4.32
 2010,TKM,11.235
@@ -3701,7 +3701,7 @@ year,iso_code,co2_per_capita
 2011,THA,3.564
 2011,TGO,0.371
 2011,TON,0.953
-2011,TTO,33.146
+2011,TO,33.146
 2011,TUN,2.396
 2011,TUR,4.612
 2011,TKM,12.154
@@ -3920,7 +3920,7 @@ year,iso_code,co2_per_capita
 2012,THA,3.794
 2012,TGO,0.32
 2012,TON,0.988
-2012,TTO,32.282
+2012,TO,32.282
 2012,TUN,2.547
 2012,TUR,4.731
 2012,TKM,12.263
@@ -4139,7 +4139,7 @@ year,iso_code,co2_per_capita
 2013,THA,3.791
 2013,TGO,0.231
 2013,TON,1.06
-2013,TTO,31.806
+2013,TO,31.806
 2013,TUN,2.507
 2013,TUR,4.536
 2013,TKM,11.572
@@ -4358,7 +4358,7 @@ year,iso_code,co2_per_capita
 2014,THA,3.895
 2014,TGO,0.212
 2014,TON,1.065
-2014,TTO,32.324
+2014,TO,32.324
 2014,TUN,2.598
 2014,TUR,4.66
 2014,TKM,11.089
@@ -4577,7 +4577,7 @@ year,iso_code,co2_per_capita
 2015,THA,3.942
 2015,TGO,0.249
 2015,TON,1.105
-2015,TTO,31.201
+2015,TO,31.201
 2015,TUN,2.718
 2015,TUR,4.833
 2015,TKM,11.155
@@ -4796,7 +4796,7 @@ year,iso_code,co2_per_capita
 2016,THA,4.023
 2016,TGO,0.302
 2016,TON,1.178
-2016,TTO,27.15
+2016,TO,27.15
 2016,TUN,2.618
 2016,TUR,5.011
 2016,TKM,10.982
@@ -5015,7 +5015,7 @@ year,iso_code,co2_per_capita
 2017,THA,3.997
 2017,TGO,0.254
 2017,TON,1.286
-2017,TTO,27.267
+2017,TO,27.267
 2017,TUN,2.648
 2017,TUR,5.249
 2017,TKM,10.783
@@ -5234,7 +5234,7 @@ year,iso_code,co2_per_capita
 2018,THA,4.054
 2018,TGO,0.269
 2018,TON,1.289
-2018,TTO,26.801
+2018,TO,26.801
 2018,TUN,2.609
 2018,TUR,5.097
 2018,TKM,10.513
@@ -5453,7 +5453,7 @@ year,iso_code,co2_per_capita
 2019,THA,3.953
 2019,TGO,0.293
 2019,TON,1.536
-2019,TTO,26.832
+2019,TO,26.832
 2019,TUN,2.519
 2019,TUR,4.824
 2019,TKM,10.607
@@ -5672,7 +5672,7 @@ year,iso_code,co2_per_capita
 2020,THA,3.803
 2020,TGO,0.282
 2020,TON,1.74
-2020,TTO,23.074
+2020,TO,23.074
 2020,TUN,2.343
 2020,TUR,4.908
 2020,TKM,10.831
@@ -5891,7 +5891,7 @@ year,iso_code,co2_per_capita
 2021,THA,3.732
 2021,TGO,0.296
 2021,TON,1.803
-2021,TTO,23.29
+2021,TO,23.29
 2021,TUN,2.874
 2021,TUR,5.34
 2021,TKM,11.034
@@ -6110,7 +6110,7 @@ year,iso_code,co2_per_capita
 2022,THA,3.776
 2022,TGO,0.291
 2022,TON,1.769
-2022,TTO,22.424
+2022,TO,22.424
 2022,TUN,2.879
 2022,TUR,5.105
 2022,TKM,11.034