Web Scraping Flipkart website using BeautifulSoup Library of Python [WebScrapingScripts Folder ]

WebScrapingScripts/FlipKart Mobiles Data Scraping/readme.md

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+# Overview
+We will be scraping data from Flipkart website and then will use the data to create a DataFrame, which used for data analysis.
+
+## Web-Scraping
+ Web scraping is an automatic method to obtain large amounts of data from websites. 
+
+ Most of this data is unstructured data in an HTML format which is then converted into structured data in a spreadsheet or a 
+ database so that it can be used in various applications.
+
+## Data Frame
+ A data frame is a table or a two-dimensional array-like structure in which each column contains values of one variable 
+ and each row contains one set of values from each column.
+
+## Python Libraries Required
+
+- BeautifulSoup - It has been used to extract the HTML elements from website.
+- Urllib - It has been to send and recieve the request in order to fetch the data from FlipKart.
+- Pandas - It is used to create and store dataframes into .csv format.
+
+## Setup Packages
+ - pip install requests
+ - pip install pandas
+ - pip install bs4
+
+## Workflow
+1. Go to the url : <a href = 'https://www.flipkart.com/search?p%5B%5D=facets.brand%255B%255D%3DSamsung&sid=tyy%2F4io&sort=recency_desc&wid=1.productCard.PMU_V2_1'> FlipKart Samsung Mobiles </a>
+
+
+<img width="631" alt="image" src="https://user-images.githubusercontent.com/76874762/194710211-de97ec25-1e4a-432e-9c41-edb2e3660b64.png">
+
+
+
+2. Right click to Inspect & Hover over to see the HTML code.
+
+<img width="902" alt="Screenshot_20221008_070628" src="https://user-images.githubusercontent.com/76874762/194710338-3b62fd8a-31da-4e2d-8552-14d8ba6953f1.png">
+
+
+3. Import libraries to start scraping web data
+
+4. Hover over elements you want to scrape data from and use BeautifulSoup library methods to extract data from tags and class names.
+
+5. Create a Dataframe from extracted data and proceed for further analysis.
+
+
+## Output
+<img width="602" alt="image" src="https://user-images.githubusercontent.com/76874762/194710541-a29228c9-e3e0-41e2-a120-17e2968f7ad8.png">
+
+### Author
+
+<a href='https://singhmansi25.github.io'> Mansi Singh </a>

WebScrapingScripts/FlipKart Mobiles Data Scraping/requirements.txt

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+pandas
+bs4
+requests
+pip