SerpApi Demo Project: Walmart Coffee Exploratory Data Analysis

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • walmart-stores-coffee-analysis

    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

    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.

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • Pandas

    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

    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:

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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