This article is a small part of our “Ultimate Guide to Data-Mining Scraping with Proxies“.
At the present, there are a lot of ‘mining’ processes that people talk about. However, all of them differ from each other in some ways. For example, cryptocurrency mining is highly popular, so you might think that data mining is similar to it. But if you do think that, you are wrong.
Data mining process consists of analyzing large sets of data in order to discover patterns in them. This is a computing process that enables a user to extract the information and transform it into a clear structure for future use.
In essence, the whole process can be divided into three stages.
You start with data exploration. In this stage, you gather data to choose and prepare a relevant sort and range of data for your purpose.
Next stage is model building. After you have considered various data models and patterns, you build one that will work best for your goals.
Finally, you apply this model to new data so as to generate outcome predictions and estimates.
DATA MINING TECHNIQUES
There are numerous data mining techniques that you can use. However, some of them will only leave you second-guessing what the pattern actually is and how to use it.
On the other hand, there are some killer techniques that we are going to mention.
CLASSIFICATION ANALYSIS
You want to use this technique to categorize data in different classes. Applying already existing or newly invented algorithms to determine how to classify new data is frequently used in classification analysis.
ANOMALY DETECTION
If there is a data item that does not really match an expected pattern, a logical thing would be to take a closer look at it, right?
Anomalies are also called outliers, deviations, noise, exceptions and novelties, so you may find ‘outlier detection’ phrase online, as well as other combinations.
Anomalies can provide extremely useful information and help you detect the real cause behind them. If your job is to monitor a network, you can easily detect a flaw in the system by detecting and analyzing the anomaly.
CLUSTERING ANALYSIS
If you are an expert at customer profiling, you know how important this method is.
It allows you to group similar items, objects or people in the same category. Logically, you will have categories containing members with a high level of association, while members of different categories will bear little similarity between each other.
There are many more data mining examples but these are some of the most efficient ones.
DATA MINING WITH PROXIES
Now we come to the true goal of this article, which is to introduce you to how you can get better and more successful at data mining when you use a proxy server.
STABLE CONNECTION
ELKI, GATE, KNIME, MEPX… Whichever data mining software you use, you know that a data mining process can take considerable time. Picture yourself nearing the end of your process when your connection suddenly breaks and all your work is wasted.
This can happen because your own server provides unreliable connection. You simply must have a great connection for all steps of data mining, regardless of the technique you are using.
This is exactly where a reliable proxy will come in handy.
HIDING YOUR IP ADDRESS
In addition, for the same reason (the time-consuming process), you can easily get banned by your target website server. After some time and a lot of operations, any server will start getting suspicious toward your activities.
Another problem with your existing server is that it might be blocked by some websites because of its location.
When you get a residential backconnect proxy, you will solve these problems in the blink of an eye. It will hide your IP address and replace it with a pool of rotating residential proxies, thus making you invisible to your target website server.
Also, you will get access to a set of proxy servers located worldwide, which will help you bridge the location gap easily. With them, you will be warmly welcomed by all websites, whether their server is in the US or Madagascar.
SECURITY
Even when you just google something, you are in danger of various malicious cyber activities. This danger greatly increases when you use your computer for data mining or similar advanced processes.
By now, you can guess that your existing server is simply not secure enough. You definitely don’t want to put yourself in a vulnerable position while in the middle of a data mining process.
Therefore, your best bet is to get that backconnect proxy as soon as you can. It will provide you with all necessary conditions for smooth and successful data mining.
Data mining process is complex in and of itself. Regardless of the data mining software you might use and how great an expert you might be, deep down you know that you could use some help when it comes to connection, security and hiding your IP address.
With a reliable backconnect proxy server, you will be able to gather data through a stable connection, more accurately and more quickly, and all this while staying safe and protected.
Get it today and make your IP the strongest link in the chain.
