SerpApi Demo Project: Walmart Coffee Exploratory Data Analysis

• walmart-stores-coffee-analysis

  4 1 10.0 Jupyter Notebook

  Walmart Coffee Exploratory Data Analysis. Data Extracted with SerpApi 🧡

You can explore this project on your own that is available on GitHub: dimitryzub/walmart-stores-coffee-analysis

• google-search-results-nodejs

  57 72 2.7 JavaScript

  SerpApi client library for Node.js. Previously: Google Search Results Node.js.

  

SerpApi is an API that let's you receive structured JSON data from 26 search engines in 10 languages.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• Pandas

  393 41,923 10.0 Python

  Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  

# https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.fillna.html coffee_types = coffee_df['coffee_type'].fillna(method='ffill') # fill with None coffee_types_new = [] # split by comma and extend the new list with split values # https://stackoverflow.com/a/27886807/15164646 for coffee_type in coffee_types: coffee_types_new.extend(coffee_type.split(','))

• matplotlib

  36 19,223 10.0 Python

  matplotlib: plotting with Python

  

Install libraries and tell matplotlib to plot inline (inside notebook) with the help of % magic functions which sets the backend of matplotlib to the inline backend:

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