diff --git a/README.rst b/README.rst
index 2899e78..633227f 100644
--- a/README.rst
+++ b/README.rst
@@ -232,7 +232,7 @@ ComputerNetworks
* |OK_ICON| `CAIDA Internet Datasets `_
-* |FIXME_ICON| `CRAWDAD Wireless datasets from Dartmouth Univ. `_ [`fixme `_]
+* |OK_ICON| `CRAWDAD Wireless datasets from Dartmouth Univ. `_
* |OK_ICON| `ClueWeb09 - 1B web pages `_
@@ -485,7 +485,7 @@ GIS
* |OK_ICON| `TIGER/Line - U.S. boundaries and roads `_
-* |OK_ICON| `TZ Timezones shapfiles `_
+* |OK_ICON| `TZ Timezones shapefile `_
* |OK_ICON| `TwoFishes - Foursquare's coarse geocoder `_
@@ -578,7 +578,7 @@ Government
* |OK_ICON| `Hong Kong, China `_
-* |FIXME_ICON| `Houston, TX, US `_ [`fixme `_]
+* |OK_ICON| `Houston, TX, US `_
* |OK_ICON| `Indian Government Data `_
@@ -610,11 +610,11 @@ Government
* |OK_ICON| `MassGIS, Massachusetts, U.S. `_
-* |OK_ICON| `Metropolitain Transportation Commission (MTC), California, US `_
+* |OK_ICON| `Metropolitan Transportation Commission (MTC), California, US `_
* |OK_ICON| `Mexico `_
-* |OK_ICON| `Missisauga, ON, Canada `_
+* |OK_ICON| `Mississauga, ON, Canada `_
* |OK_ICON| `Moldova `_
@@ -810,7 +810,7 @@ ImageProcessing
* |OK_ICON| `2GB of Photos of Cats `_
-* |OK_ICON| `Adience Unfiltered faces for gender and age classification `_
+* |OK_ICON| `Audience Unfiltered faces for gender and age classification `_
* |OK_ICON| `Affective Image Classification `_
@@ -1030,7 +1030,7 @@ Neuroscience
* |OK_ICON| `Brainomics `_
-* |OK_ICON| `CodeNeuro Datasets `_
+* |FIXME_ICON| `CodeNeuro Datasets `_ [`fixme `_]
* |OK_ICON| `Collaborative Research in Computational Neuroscience (CRCNS) `_
@@ -1180,7 +1180,7 @@ PublicDomains
* |FIXME_ICON| `Data.World `_ [`fixme `_]
-* |OK_ICON| `Data360 `_
+* |FIXME_ICON| `Data360 `_ [`fixme `_]
* |OK_ICON| `Enigma Public `_
@@ -1408,7 +1408,7 @@ Software
* |OK_ICON| `FLOSSmole data about free, libre, and open source software development `_
-* |OK_ICON| `GHTorrent - Scalable, queriable, offline mirror of data offered through [...] `_
+* |OK_ICON| `GHTorrent - Scalable, queryable, offline mirror of data offered through [...] `_
* |OK_ICON| `Libraries.io Open Source Repository and Dependency Metadata `_