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     new 110cf1b3 Fixes small typos in the python driver's README.md file 
(#1909)
110cf1b3 is described below

commit 110cf1b32f59c3faa180f2ea1cc165bff9bd8c99
Author: Marco Aurélio Silva de Souza Júnior 
<[email protected]>
AuthorDate: Mon Jun 10 12:37:47 2024 -0300

    Fixes small typos in the python driver's README.md file (#1909)
    
    - Fix a markdown link grammar mistake.
    - Fix some "Age" misspellings to "AGE".
---
 drivers/python/README.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/drivers/python/README.md b/drivers/python/README.md
index b2d238a1..c729315d 100644
--- a/drivers/python/README.md
+++ b/drivers/python/README.md
@@ -13,7 +13,7 @@ KIND, either express or implied.  See the License for the
 specific language governing permissions and limitations
 under the License.
 
-Apache AGE](https://age.apache.org/) is a PostgreSQL extension that provides 
graph database functionality. The goal of the Apache AGE project is to create 
single storage that can handle both relational and graph model data so that 
users can use standard ANSI SQL along with openCypher, the Graph query 
language. This repository hosts the development of the Python driver for this 
Apache extension (currently in Incubator status). Thanks for checking it out.
+[Apache AGE](https://age.apache.org/) is a PostgreSQL extension that provides 
graph database functionality. The goal of the Apache AGE project is to create 
single storage that can handle both relational and graph model data so that 
users can use standard ANSI SQL along with openCypher, the Graph query 
language. This repository hosts the development of the Python driver for this 
Apache extension (currently in Incubator status). Thanks for checking it out.
 
 A graph consists of a set of vertices (also called nodes) and edges, where 
each individual vertex and edge possesses a map of properties. A vertex is the 
basic object of a graph, that can exist independently of everything else in the 
graph. An edge creates a directed connection between two vertices. A graph 
database is simply composed of vertices and edges. This type of database is 
useful when the meaning is in the relationships between the data. Relational 
databases can easily handle di [...]
 
@@ -66,7 +66,7 @@ python setup.py install
 ```
 
 ### For more information about [Apache AGE](https://age.apache.org/)
-* Apache Age : https://age.apache.org/
+* Apache AGE : https://age.apache.org/
 * GitHub : https://github.com/apache/age
 * Document : https://age.apache.org/age-manual/master/index.html
 
@@ -80,7 +80,7 @@ SET search_path = ag_catalog, "$user", public;
 ```
 
 ### Usage
-* If you are familiar with Psycopg2 driver : Go to [Jupyter Notebook : Basic 
Sample](samples/apache-age-basic.ipynb) 
+* If you are not familiar with Psycopg2 driver : Go to [Jupyter Notebook : 
Basic Sample](samples/apache-age-basic.ipynb) 
 * Simpler way to access Apache AGE [AGE Sample](samples/apache-age-note.ipynb) 
in Samples.
 * Agtype converting samples: [Agtype Sample](samples/apache-age-agtypes.ipynb) 
in Samples.
 
@@ -106,14 +106,14 @@ Here the following value required
 - `-port` : port (optional)
 
 ### Networkx to AGE
-Insert From networkx directed graph into an Age database.
+Insert From networkx directed graph into an AGE database.
 #### Parameters
 
-- `connection` (psycopg2.connect): Connection object to the Age database.
+- `connection` (psycopg2.connect): Connection object to the AGE database.
 
 - `G` (networkx.DiGraph): Networkx directed graph to be converted and inserted.
 
-- `graphName` (str): Name of the age graph.
+- `graphName` (str): Name of the AGE graph.
 
 #### Returns
 

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