Python for Digital Marketers

Fetch and Scrape Data for Business Purpose, and Automate your daily operation work. All of this is critical for not only you, but also your business to stay competitive and be successful.

linkedin profile scraper

Python Tutorial 67 – Linkedin User Profile Scraper Using Easy2Digital API, Company Name, Job Title

You have a list of company names and key contact point names, and you want to find their Linkedin profiles before outreach. The question is how to make it done automatically and save the cost as much as possible.

This is the purpose of the article here. I would walk through how to use Easy2Digital API of Linkedin profile scraper and very simple Python lines to scrape the Linkedin profile links.

mongodb altas

Python Tutorial 66 – Flask Application Database Using MongoDB Atlas and Python to Better Big Data Management

The non-SQL database is more advanced and capable of handling big data with dynamic schema features. In the era of Big Data, the non-SQL server seems to have a bright future, although in some cases, end-to-end business data solutions are still suitable to utilize SQL databases.

In this article, I will go through how to leverage MongoDB Altas integrating with Flask Applications using Python. It’s right for you to apply this approach to application development.

etsy product scraper

Python Tutorial 64 – Etsy Product Scraper for Price Anchoring Reference Using Easy2Digital API

For the finance and marketing strategy, price anchoring consideration is critical. In terms of your product value-focused, either product functional value or trading value, or both of value on one product do need market price anchoring to set proper pricing. 

Etsy is listed in the NASDAQ Global Select security exchange, also it’s the largest craft and hand-made seller online B2C and C2C marketplace. It doesn’t matter whether your brand product pricing is higher or lower than a similar craft and hand-made individual top-selling brand in the same category. Conversely, the main question should be why your product pricing is supposed to sit at a higher or lower pricing point than theirs. Whether this strategy can convince your target customer to buy in.

In this article, I’ll go to share the ingredients to build an Etsy product scraper. By the end of this, you can refer to the method and also leverage Easy2Digital API to fetch the data.

financial news scraper

Python Tutorial 63 – Company Financial News Scraper for the Top-down Analysis Using Easy2Digital News API

Industry and company up-to-date news helps you keep pace with the stock company you invested. Nevertheless, it is time consuming if you check one by one out of your investment dashboard. I daresay you feel excited if your stock dashboard can automatically refresh the company news every day using a financial news scraper. As a result, you can make decision always along with top-down industry and company news.

In this article, I’m going to introduce Easy2Digital financial news API 1.0 with the API script sample. With this API, you can build a financial news scraper for your specific collection of company symbols and integrate it with your stock monitor.

intrinsic value

Python Tutorial 62 – Intrinsic Value Scraper for Comparing BVPS vs Price per Share Using Easy2Digital API

Discounted value of the cash that can be taken out of a business during its remaining life, is a well-known intrinsic value explanation offered by Warren Buffett. In fact, the intrinsic value calculator has a top-down and simple way out although the bottom-up and in-depth one requires more input. 

In this article, I’ll walk you through how to leverage Easy2Digital API data to build an intrinsic value scraper using Python. By the end of this piece, you can quickly scrape and consolidate 5 metrics in bulk, and find out if the symbol candidate from your list is a potential undervalued one to add to the investment queue by BVPS vs price per share. 

Python Tutorial 61 – Financial Statement Scraper for Common-Sizing Comparison Using Easy2Digital APIs

Financial statements provide investors and marketers the raw data that can facilitate them to calculate, and compare the underlying value of companies. Moreover, notably revenue growth, capital expenses, and debt growth YoY do directly imply if a company is in a good shape or not, for example, market share is shrinking, or probably the cost of debt might rise, or it’s a potential one to invest because of current aggressive investment in new product development.

In this article, I’m going to work through how to build a financial statement bot using Easy2Digital API and Python. By the end of this piece, you can use the Python script and Easy2Digital API to obtain specific listed companies’ financial statement data, or leverage it to automate your dashboard update.

stock symbol data scraper

Python Tutorial 60 – Stock Symbol Data Scraper for Financial Ratio Analysis

Along with interest rates rising against inflation, global stock markets have been bearish and obviously continue to drop as inflation kind of hovers over in a higher position and might last for a long period before pushing it down. 

From a standpoint of the cost of buying in the stock market, this is absolutely a good chance to observe the momentum and estimate the time bottoming out. It’s because this timing is easier for us to analyze and identify undervalued companies compared to the previous QE era, notably now companies are confronting the increasing cost of debt and economic recession challenges. Who can stay still, who is the ACE? 

If you are an investor in mutual funds, ETFs, trusts, Stock, and so on. This article can help you build a stock symbol data scraper for analyzing financial ratios in bulk using Python, FMP, and Easy2Digital API.

gmail smtp

Python Tutorial 59 – Using Python and Gmail SMTP to Automate Sending Personalised Emails

From a marketing perspective, organic traffic is not just limited to SEO. Conversely, it covers a wide range of traffic sources as long as the majority percentage of investment is focused on manpower. They can be social media, partnership, VoD, email and so on. Compared to these channels in terms of organic traffic, email marketing is still the most efficient approach in one-to-one conversation marketing with a higher new customer conversion rate and lower cost per retention notably in the eCommerce and B2B sectors.

Basically we have two options out there if leveraging the magic of email marketing – Paid and Free platform. If a long term investment return is your preference rather than you being restricted by the platform recurring payment fees, this article can fit your stomach.

This piece expands on how to save 90% of your manual email marketing campaign time by using Gmail and Python script. By the end of this article, you and your team can write a Python script to build an email blast system using Gmail.

flask login

Python tutorial 57 – Build the User Account Login and Authentication System Using Flask, SQLAlchemy

User-based and customer-oriented are super popular in nowadays’ business model. Apart from web 2.0, web 3.0 more emphasizes decentralisation and gives back more data authority and data management to current users. So an user-centralization approach trend is arising and it just would be more important. So regarding buidling an application using Flask, user login and authentication system is a basic function it must have. Today is on how to leverage Flask login manager and build one in your application.

flask limiter

Python Tutorial 56 – Utilise Flask Limiter to Customise Rate Limits on Web Application, API & SaaS Usage

The fundamental approach of SaaS or BaaS or API monetization is to provide customers with different service and plan options by customizing the rate limits. So users can select and buy the plan quota they think it’s sufficient and pay for a reasonable price. Flask limiter has existing modules and parameters for your application to adopt. It’s easy and lightweight to upgrade your SaaS with this extension.