Merge pull request #982 from AniketP04/main

Fixed typo in quandl.py moex.py  fred.py

Author: bashtage

pandas_datareader/fred.py

@@ -21,7 +21,7 @@ def read(self):
         -------
         data : DataFrame
             If multiple names are passed for "series" then the index of the
-            DataFrame is the outer join of the indicies of each series.
+            DataFrame is the outer join of the indices of each series.
         """
         try:
             return self._read()
@@ -37,7 +37,7 @@ def _read(self):
         urls = [f"{self.url}?id={n}" for n in names]
 
         def fetch_data(url, name):
-            """Utillity to fetch data"""
+            """Utility to fetch data"""
             resp = self._read_url_as_StringIO(url)
             data = read_csv(
                 resp,

pandas_datareader/moex.py

@@ -28,7 +28,7 @@ class MoexReader(_DailyBaseReader):
         Time, in seconds, to pause between consecutive queries of chunks. If
         single value given for symbol, represents the pause between retries.
     chunksize : int, default 25
-        The number of symbols to download consecutively before intiating pause.
+        The number of symbols to download consecutively before initiating pause.
     session : Session, default None
         requests.sessions.Session instance to be used
 

pandas_datareader/quandl.py

@@ -35,7 +35,7 @@ class QuandlReader(_DailyBaseReader):
         Time, in seconds, to pause between consecutive queries of chunks. If
         single value given for symbol, represents the pause between retries.
     chunksize : int, default 25
-        Number of symbols to download consecutively before intiating pause.
+        Number of symbols to download consecutively before initiating pause.
     session : Session, default None
         requests.sessions.Session instance to be used
     api_key : str, optional