diff --git a/examples/gemini/csv_scraper_gemini.py b/examples/gemini/csv_scraper_gemini.py
index 2aa004c2..c19419b0 100644
--- a/examples/gemini/csv_scraper_gemini.py
+++ b/examples/gemini/csv_scraper_gemini.py
@@ -1,11 +1,11 @@
 """
-Basic example of scraping pipeline using CsvScraperGraph from CSV documents
+Basic example of scraping pipeline using CSVScraperGraph from CSV documents
 """
 
 import os
 from dotenv import load_dotenv
 import pandas as pd
-from scrapegraphai.graphs import CsvScraperGraph
+from scrapegraphai.graphs import CSVScraperGraph
 from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info
 
 load_dotenv()
@@ -36,10 +36,10 @@ graph_config = {
 }
 
 # ************************************************
-# Create the CsvScraperGraph instance and run it
+# Create the CSVScraperGraph instance and run it
 # ************************************************
 
-csv_scraper_graph = CsvScraperGraph(
+csv_scraper_graph = CSVScraperGraph(
     prompt="List me all the last names",
     source=str(text),  # Pass the content of the file, not the file object
     config=graph_config
diff --git a/examples/local_models/Docker/csv_scraper_docker.py b/examples/local_models/Docker/csv_scraper_docker.py
index 8cd52723..51e96b17 100644
--- a/examples/local_models/Docker/csv_scraper_docker.py
+++ b/examples/local_models/Docker/csv_scraper_docker.py
@@ -1,9 +1,9 @@
 """
-Basic example of scraping pipeline using CsvScraperGraph from CSV documents
+Basic example of scraping pipeline using CSVScraperGraph from CSV documents
 """
 
 import pandas as pd
-from scrapegraphai.graphs import CsvScraperGraph
+from scrapegraphai.graphs import CSVScraperGraph
 from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info
 
 # ************************************************
@@ -30,10 +30,10 @@ graph_config = {
 }
 
 # ************************************************
-# Create the CsvScraperGraph instance and run it
+# Create the CSVScraperGraph instance and run it
 # ************************************************
 
-csv_scraper_graph = CsvScraperGraph(
+csv_scraper_graph = CSVScraperGraph(
     prompt="List me all the last names",
     source=str(text),  # Pass the content of the file, not the file object
     config=graph_config
diff --git a/examples/local_models/Ollama/csv_scraper_ollama.py b/examples/local_models/Ollama/csv_scraper_ollama.py
index c5e5ce35..c81d963b 100644
--- a/examples/local_models/Ollama/csv_scraper_ollama.py
+++ b/examples/local_models/Ollama/csv_scraper_ollama.py
@@ -1,9 +1,9 @@
 """
-Basic example of scraping pipeline using CsvScraperGraph from CSV documents
+Basic example of scraping pipeline using CSVScraperGraph from CSV documents
 """
 
 import pandas as pd
-from scrapegraphai.graphs import CsvScraperGraph
+from scrapegraphai.graphs import CSVScraperGraph
 from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info
 
 # ************************************************
@@ -32,10 +32,10 @@ graph_config = {
 }
 
 # ************************************************
-# Create the CsvScraperGraph instance and run it
+# Create the CSVScraperGraph instance and run it
 # ************************************************
 
-csv_scraper_graph = CsvScraperGraph(
+csv_scraper_graph = CSVScraperGraph(
     prompt="List me all the last names",
     source=str(text),  # Pass the content of the file, not the file object
     config=graph_config
diff --git a/examples/openai/csv_scraper_openai.py b/examples/openai/csv_scraper_openai.py
index aec40fe2..0ee98f15 100644
--- a/examples/openai/csv_scraper_openai.py
+++ b/examples/openai/csv_scraper_openai.py
@@ -1,11 +1,11 @@
 """
-Basic example of scraping pipeline using CsvScraperGraph from CSV documents
+Basic example of scraping pipeline using CSVScraperGraph from CSV documents
 """
 
 import os
 from dotenv import load_dotenv
 import pandas as pd
-from scrapegraphai.graphs import CsvScraperGraph
+from scrapegraphai.graphs import CSVScraperGraph
 from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info
 
 load_dotenv()
@@ -29,10 +29,10 @@ graph_config = {
 }
 
 # ************************************************
-# Create the CsvScraperGraph instance and run it
+# Create the CSVScraperGraph instance and run it
 # ************************************************
 
-csv_scraper_graph = CsvScraperGraph(
+csv_scraper_graph = CSVScraperGraph(
     prompt="List me all the last names",
     source=str(text),  # Pass the content of the file, not the file object
     config=graph_config
diff --git a/scrapegraphai/graphs/__init__.py b/scrapegraphai/graphs/__init__.py
index 8a5fda63..25a29ac7 100644
--- a/scrapegraphai/graphs/__init__.py
+++ b/scrapegraphai/graphs/__init__.py
@@ -8,4 +8,4 @@ from .search_graph import SearchGraph
 from .script_creator_graph import ScriptCreatorGraph
 from .xml_scraper_graph import XMLScraperGraph
 from .json_scraper_graph import JSONScraperGraph
-from .csv_scraper_graph import CsvScraperGraph
+from .csv_scraper_graph import CSVScraperGraph
diff --git a/scrapegraphai/graphs/csv_scraper_graph.py b/scrapegraphai/graphs/csv_scraper_graph.py
index 2217af5b..9ae3e605 100644
--- a/scrapegraphai/graphs/csv_scraper_graph.py
+++ b/scrapegraphai/graphs/csv_scraper_graph.py
@@ -11,7 +11,7 @@ from ..nodes import (
 from .abstract_graph import AbstractGraph
 
 
-class CsvScraperGraph(AbstractGraph):
+class CSVScraperGraph(AbstractGraph):
     """
     SmartScraper is a comprehensive web scraping tool that automates the process of extracting
     information from web pages using a natural language model to interpret and answer prompts.
@@ -19,7 +19,7 @@ class CsvScraperGraph(AbstractGraph):
 
     def __init__(self, prompt: str, source: str, config: dict):
         """
-        Initializes the csvScraperGraph with a prompt, source, and configuration.
+        Initializes the CSVScraperGraph with a prompt, source, and configuration.
         """
         super().__init__(prompt, config, source)