Typo in French

README.rst

@@ -4,4 +4,18 @@ dialectid
 .. image:: https://github.com/INGEOTEC/dialectid/actions/workflows/test.yaml/badge.svg
 		:target: https://github.com/INGEOTEC/dialectid/actions/workflows/test.yaml
 
-Computational models for dialect identification.
+.. image:: https://coveralls.io/repos/github/INGEOTEC/dialectid/badge.svg?branch=develop
+		:target: https://coveralls.io/github/INGEOTEC/dialectid?branch=develop
+
+.. image:: https://badge.fury.io/py/dialectid.svg
+		:target: https://badge.fury.io/py/dialectid
+
+.. image:: https://img.shields.io/conda/vn/conda-forge/dialectid.svg
+		:target: https://anaconda.org/conda-forge/dialectid
+
+.. image:: https://img.shields.io/conda/pn/conda-forge/dialectid.svg
+		:target: https://anaconda.org/conda-forge/dialectid					
+
+`dialectid` aims to develop a set of algorithms to detect the dialect of a given text. For example, given a text written in Spanish, dialectid predicts the Spanish-speaking country where the text comes from.
+
+`dialectid` is available for Arabic (ar), German (de), English (en), Spanish (es), French (fr), Dutch (nl), Portuguese (pt), Russian (ru), Turkish (tr), and Chinese (zh).

dialectid/__init__.py

@@ -20,7 +20,7 @@
 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 # SOFTWARE.
 
-__version__ = '0.0.2'
+__version__ = '0.0.3'
 
 from dialectid.text_repr import BoW
 from dialectid.model import DialectId

dialectid/utils.py

@@ -73,7 +73,7 @@
              'fr':['be', 'bj', 'bf', # Belgium, Benin, Burkina Faso
                    'cm', 'ca', 'cf', # Cameroon, Canada, Central African Republic
                    'td', 'km', 'cd', # Chad, Comoros, Congo (Republic)
-                   'cg', 'cl', 'dj', # Congo, Cote d'lvoire, Djibouti
+                   'cg', 'ci', 'dj', # Congo, Cote d'lvoire, Djibouti
                    'fr', 'pf', 'ga', # France, French Polynesia, Gabon
                    'gn', 'ht', 'lu', # Guinea, Haiti, Luxembourg
                    'ml', 'mc', 'nc', # Mali, Monaco, New Caledonia