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Top 30 Bulk Marketing Freelancers on 21 Oct 2019 on Toogit. Bulk Marketing Freelancers on Toogit are highly skilled and talented. Hiring Bulk Marketing Freelancers on Toogit is quite affordable as compared to a full-time employee and you can save upto 50% in business cost by hiring Bulk Marketing Freelancers on Toogit. Hiring Bulk Marketing Freelancers on Toogit is 100% safe as the money is released to the Freelancer only after you are 100% satisfied with the work.

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Bhargav S.Entrepreneur, India
$9 /hr
1 Years Exp.
0 Followers
I am bhargav and I am going to complete my UG next year currently I'm studing in Kingston engineering college Katpadi Vellore Tamil Nadu in 4th y...Read More
i am a leader , then i manage my team properly my team work is too good.
Otstksy Freelance Typist , Nigeria
$10 /hr
0 Years Exp.
0 Followers
Hello, I am a freelance typist and gamer. I have amazing tying speeds on my mechanical keyboard, have an eye for detail and have excellent dexterity d...Read More
Deepti S.Support Analyst, India
$11 /hr
0 Years Exp.
0 Followers
• Responsible for completing various freelance design assignments including design of various logos, flyers, visiting cards, letterheads and envelope....Read More
Andrew O.Freelancer, Kenya
$8 /hr
5 Years Exp.
0 Followers
I am a certified business developer with over 5 years hands on experience
Sam Agarwal Social Media Marketer, India
$14 /hr
0 Years Exp.
0 Followers
I am a Social Media Marketer and i am currently handling 10 business accounts a month. We are always ready to take on new projects. Just let us know y...Read More
Pabitra P.Marketing analyst, India
$5 /hr
6 Years Exp.
0 Followers
I am a certified email marketer and having more than 6 years of experience in email marketing, data mining and lead generation. So I can do work aroun...Read More
Aishwarya P.Sr.Business Developement Executive , India
$40 /hr
4 Years Exp.
0 Followers
I was currently working as a Workplace Consultant & have taken a break for sometime to explore more Current skill set - Key responsibilities:...Read More
Jain Web Designer, India
$10 /hr
10 Years Exp.
0 Followers
I have 10 years experience in customized web design ,mobile apps,Digital marketing,Graphics design
Hi, I Have Total of 3.5 years work experience Digital Marketing : Bulk Marketing, Google AdWords, SEO, Keywords Development Experience: in...Read More
We Undertake Website and App Development Projects, And We Provide Customize Service Depending Upon Clients Requirements.
Мартин С.uu, Macedonia
/hr
0 Years Exp.
0 Followers
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Spirit Electrical Engineer , Italy
/hr
0 Years Exp.
0 Followers
I am a certified electrical engineer with 1 year experience.
I have 5+ years of experience in business development, Identifying new sales leads; Email marketing, lead generation, CRM updating and Brand developme...Read More
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Articles Related To Bulk Marketing


The importance of extracting information from the web is becoming increasingly loud and clear. Every few weeks, I realize myself in a situation where we need to extract information from the web to create a machine learning model. We have to pull or extract a large amount of information from websites and we would like to do it as quickly as possible. How would we do it without manually going to every web site and getting the data? Web Scraping simply makes this job easier and faster.

Why is web scraping needed?

Web scraping is used to collect large information from websites. But why does someone have to collect such large data from websites? Let’s look at the applications of web scraping: 

  1. Price Comparison: Services such as ParseHub use web scraping to collect data from online shopping websites and use it to compare the prices of products.
  2. Social Media Scraping: Web scraping is used to collect data from Social Media websites such as Twitter to find out what’s trending.
  3. Email address gathering: Many companies that use email as a medium for marketing, use web scraping to collect email ID and then send bulk emails.
  4. Research and Development: Web scraping is used to collect a large set of data (Statistics, General Information, Temperature, etc.) from websites, which are analyzed and used to carry out Surveys or for R&D.
  5. Job listings: Details regarding job openings, interviews are collected from different websites and then listed in one place so that it is easily accessible to the user.

 

Web scraping is an automated method used to extract large amounts of data from websites. The data on the websites are unstructured. Web scraping helps collect these unstructured data and store it in a structured form. There are different ways to scrape websites such as online Services, APIs or writing your own code.

Why Python is best for Web Scraping

Features of Python which makes it more suitable for web scraping:

  1. Ease of Use: Python is simple to code. You do not have to add semi-colons “;” or curly-braces “{}” anywhere. This makes it less messy and easy to use.
  2. Large Collection of Libraries: Python has a huge collection of libraries such as Numpy, Matlplotlib, Pandas etc., which provides methods and services for various purposes. Hence, it is suitable for web scraping and for further manipulation of extracted data.
  3. Dynamically typed: In Python, you don’t have to define datatypes for variables, you can directly use the variables wherever required. This saves time and makes your job faster.
  4. Easily Understandable Syntax: Python syntax is easily understandable mainly because reading a Python code is very similar to reading a statement in English. It is expressive and easily readable, and the indentation used in Python also helps the user to differentiate between different scope/blocks in the code.
  5. Small code, large task: Web scraping is used to save time. But what’s the use if you spend more time writing the code? Well, you don’t have to. In Python, you can write small codes to do large tasks. Hence, you save time even while writing the code.
  6. Community: What if you get stuck while writing the code? You don’t have to worry. Python community has one of the biggest and most active communities, where you can seek help from.

How does web scraping work

To extract data using web scraping with python, you need to follow these basic steps:

  1. Find the URL that you want to scrape
  2. Inspecting the Page
  3. Find the data you want to extract
  4. Write the code
  5. Run the code and extract the data
  6. Store the data in the required format

Example: Scraping a website to get product details

Pre-requisite:

  • Python 2.x or Python 3.x
  • Selenium Library
  • BeautifulSoup Library
  • Pandas Library
  1. We are going scrape online shopping website to extract the Price, Name, and rating of products, go to products URL
  2. The data is usually nested in tags. So, we inspect the page to examine, under which tag the information we would like to scrape is nested. To inspect the page, just right click on the element and click on “Inspect”. When you click on the “Inspect” tab, you will see a “Browser Inspector Box” open.
  3. Let’s extract the Price, Name, and Rating which is nested in the “div” tag respectively.
  4. Write code:

#Let us import all the necessary libraries

from selenium import webdriver

from BeautifulSoup import BeautifulSoup

import pandas as pd

driver = webdriver.Chrome("/usr/lib/chromium-browser/chromedriver")

products=[] #List to store name of the product

prices=[] #List to store price of the product

ratings=[] #List to store rating of the product

driver.get("Product_URL")

content = driver.page_source

soup = BeautifulSoup(content)

for a in soup.findAll('a',href=True, attrs={'class':'.…'}):

name=a.find('div', attrs={'class': '….'})

price=a.find('div', attrs={'class':'….'})

rating=a.find('div', attrs={'class':'….'})

products.append(name.text)

ratings.append(rating.text)

df = pd.DataFrame({'Product Name':products,'Price':prices,'Rating':ratings})

df.to_csv('products.csv', index=False, encoding='utf-8')

 

To run the code, a file name “products.csv” is created and this file contains the extracted data.

Other Freelancers In Similar Categories

Bhargav S.


I am bhargav and I am going to complete my UG next year currently I'm studing in Kingston engineering col...

Ravi R.


i am a leader , then i manage my team properly my team work is too good.

Aishwarya P.


I was currently working as a Workplace Consultant & have taken a break for sometime to explore more Curr...

Otstksy


Hello, I am a freelance typist and gamer. I have amazing tying speeds on my mechanical keyboard, have an eye f...

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