Example geocoding addresses with pandas and geopy

geocoding is the process of converting addresses into geographic coordinates such as latitude and longitude. in this tutorial, we will use the python libraries pandas and geopy to geocode addresses and retrieve the corresponding coordinates.

**step 1: install necessary libraries**
make sure you have pandas and geopy libraries installed. if not, you can install them using pip:

**step 2: import libraries**
first, import the necessary libraries in your python script:

**step 3: create a dataframe with addresses**
next, create a pandas dataframe with the addresses you want to geocode:

**step 4: geocode addresses using geopy**
now, we will use geopy to geocode the addresses in the dataframe:

**step 5: display the geocoded coordinates**
finally, you can display the geocoded coordinates in the dataframe:

**complete code example:**

this code will geocode the provided addresses and add a new column 'coordinates' to the dataframe with the latitude and longitude values. you can then use this information for further analysis or visualization of the geocoded locations.

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