The boy used python to analyze 200,000 chickens eating chicken data, netizens: Originally eat chicken so simple

Background

Recently the boss fell in love with Chicken (hand Tour: the Army attack), often pull US Open black, can only give up the time of lunch break, accompany the boss in the desert. Last week in the game channel watching the record of the whim, is it possible to grab a lot of combat data in this way, and then analyze to see what the law.

First of all, the God gun Town Building

First step, analysis data interface

Using Charles to grab a bag

Handling of HTTPS encrypted traffic

Through research, the analysis of HTTPS traffic can be achieved by installing the Charles Root certificate in both the mobile phone and the computer.

Data interface

The next step is to find out the interfaces we need based on this data, which is analyzed, mainly involving three interfaces.

• Get the user information interface
• Get user record List interface
• Gets the user-specified record details interface

Let's look at it one by one.

1. Get the user information interface

Request

Response

Get user record list interface and get user record details interface

Step two, crawl data

Fetching data using the requests request interface

Use Redis to mark information that has been crawled

Using Celery to manage queues

Then control the API requests and Redis data in the task to implement the complete task logic, such as:

Start crawl

After the entrance, we use celery to start the worker and start the crawler.

Through the flower, we can see the efficiency of the operation is very good.

The third step, data analysis

Analysis results

1. Average user Day Online 2 hours

From the distribution map, the majority of users are more than 1 hours, the most fierce several people more than 8 hours.

Note: I am here to count the survival time of each inning, the actual online time will be longer than mine.

2. Female roles are saved more frequently than men

Finally know why there are so many shemale, the original in the game can take advantage of AH.

3. Female roles save more than men

Give you a good reason to take a sister to the points.

4. Friday everyone's busiest

It is estimated that everyone will be busy with the work and the weekly report in Friday.

5. Evening 22 o'clock is the peak of the game

There are so many people playing in the wee hours, don't you sleep?

6. Maximum kill distance 639 m

I looked at 98K, SKS and AWP effective range, roughly within 800 meters, so this value credibility is still possible. On the other hand, those super-long-distance kills on the vibrato should all be shot.

7. It is the highest honor to get the title of "Saving Lives"

From the distribution of the situation can be seen, to heal more than ten kill more difficult.

The majority of those who can get the title of saving and saving are female characters, once again prove playing games to take sister. Back to the essence of the game, that is survival game, nothing more important than to survive.

End

This crawler mainly uses the game channel can view the stranger data scene in order to extract so much data. We can use the same method to analyze the glory of kings and other game data, interested students can try.

The boy used python to analyze 200,000 chickens eating chicken data, netizens: Originally eat chicken so simple