"You see this face it grows again wide, resemble this bowl it big round " . The Freestyle that is spoken by netizens all the time straightens, did not think of to be written into by Wu Yifan really from black song -- " bowls of big wide range " .
In this does not arrive one day time that small gain releases, transmit amount exceeds 360 thousand. Article author climbs with Python take 100 thousand among them data, is telling you everybody how look upon " bowls of big wide range " of this song? In these breathtaking transmit data, whether to have false flow?
Author | AlfredWu
Editor-in-charge | Wu Xingling
Seal a graph | CSDN pays cost download from Oriental IC
Because time place is quite fortunately also, just drive in Cai Xukun to send lawyer letter to give Bi Bi later, can't help letting everybody undertake contrast one time to them. It is the discharge star in our impression together, does Wu Yifan follow what is there between Cai Xukun different? Is we all how look upon their? Be how look upon " bowls of big wide range " of this song?
We carry random capture through small gain shift Wu Yifan releases new song " bowls of big wide range " data of small gain transmit 100 thousand (time node on April 20, 2019 01 when) . This are small rich on April 19, 2019 10 when release, to April 20 01 when already was exceeded by transmit 360 thousand.
Whether does this transmit of small gain put Wu Yifan in false discharge?
Of course, the friends that pay close attention to me reckon the problem that cares most is, whether does small gain transmit of Wu Yifan resemble Cai Xukun same, is there is a lot of false discharge?
We first from proceed with of scale of sexual distinction of vermicelli made from bean starch. Our statistic in 102118 transmit data, having 77279 is female transmit, occupy 75.7% , the others is male transmit 24839, occupy 24.3% . This is a more reasonable scale.
We are random and draw-out male transmit, the male vermicelli made from bean starch here is to have vermicelli made from bean starch of brief introduction, small gain almost number, attention number is more than the true vermicelli made from bean starch of 50.
Well, be to say Wu Yifan is discharge star? a lot of false discharge in the transmit of consist in female? We random and draw-out the data of female transmit, discovery, the female vermicelli made from bean starch inside this also is to number of vermicelli made from bean starch of brief introduction, small gain, attention number is more than the true vermicelli made from bean starch of 50 almost.
We are stranger: Did false discharge where of Wu Yifan go?
We according to the standard as Cai Xukun, of the person that send transmit data change trains pay close attention to or number of vermicelli made from bean starch is little at be equal to 5, after doing not have brief introduction, transmit, be counted to comment on number by dot assist again transmit number is 0, the data that grade of small gain member is 0 class (attention, the condition here is " and " relation, is not " or " , needing to satisfy a conditional ability to be able to be decided namely is false vermicelli made from bean starch) , and transmit person pay close attention to or number of vermicelli made from bean starch is more than be equal to 5 but the nickname is long " user XXXXXXXX " such data is draw-out come out. How much is the flow of true and false that sees Wu Yifan each.
Visible, of Wu Yifan " bowls of big wide range " small gain in 102118 transmit, only doubt is like transmit of false vermicelli made from bean starch 6100, occupy 6% , having 94% is transmit of true vermicelli made from bean starch. This follows transmit data polarity of Cai Xukun.
In the data of transmit of 96018 true vermicelli made from bean starch, eliminate repeats transmit to brush the amount of a list of names posted up, there still are 81872 true vermicelli made from bean starches inside. That is to say, the amount of vermicelli made from bean starch of true transmit, 80.2% what take total transmit amount. This compares Cai Xukun the tower above of amount of true transmit vermicelli made from bean starch of 3.84% one big chunk. Also explain to be at least on this song, false discharge of Wu Yifan is occupied comparing is very few. This song can fire rises, those who lean is everybody is spent to the acceptance of this song.
Everybody to " bowls of big wide range " how to look?
Since such, is that everybody with a kind of what kind of manner look upon of this song? We use SnowNLP to each comment that this Chinese text digs a library to be taken to the place in transmit undertakes affection tendency is analysed and make component (cent value is 0-1, be close to 0 affection more more negative, be close to 1 affection to jump over the front more, 0.5 for indifferent) .
The criticism that all transmit place brings, right " bowls of big wide range " grading of average affection tendency is 0.686. Namely everybody the integral comment to this song is to slant of the front, this follows the fabaceous valve of this song to give a mark 6.5 minutes (make 10 minutes) also differ not far.
Random and draw-out the review with an affection high tendency, everybody thinks Wu Yifan is OK from ridicule from black very cruel, very very the gas that receive a copy, lovely, think Wu Yifan can defeat a netizen to spit groove to straighten to his through this kind of means, breadth of mind is very open. With the lawyer case warning is compared under, do not know tower above how many.
How many person takes Wu Yifan and Cai Xukun to make contrast?
The time that releases as a result of this song is more fortunately, just send lawyer letter to give Bi in Cai Xukun Bi after causing a netizen to spit groove one blast, so hard to avoid meets everybody put Wu Yifan and Cai Xukun together quite. So, take them two is a relative person much?
We Xu Kun following Cai is contained to concern a word in the comment (include for instance " Kun " , " female " , " the lawyer cases " etc) the comment was smoked come out, discovery has 6229 fully, namely probably in 15 comments, have them two are put together relative.
Draw-out nod assist to count 10 highest among them, see everybody how undertake relative.
We all expresses to admire to public relations group of Wu Yifan, can be groovy point change window, a lot of people admire Wu Yifan's bearing and pattern, still a lot of people think this and lawyer letter photograph are compared, relative superiority or inferiority stands sentence.
How many person begins a road to turn pink?
Since this song wind is judged so good, do a lot of people begin a road to turn pink? We contain " turn pink " , " circle pink " the comment that waits for a word is draw-out come out, the face has here fully 3646 comments are about turning of pink.
And in these 3646 comments, have 2441 comments that are a female, still have 1205 comments that are the male, occupy 1/3! Guard estimation according to scale, the transmit of 370 thousand is at present medium, wu Yifan encircles pink successfully already 13000 people! And make do not like his black pink so more very much, begin change to be passerby.
The word cloud atlas of the comment
According to the convention, we make the comment that takes in transmit into word cloud atlas.
Can see:
1.Small gain of no less than matchs word place to say " bowls of big wide range can make you happy, this is my original idea truly " , everybody to this the biggest response from ridicule song be " Hahaha " ;
2.Everybody feels this song is very Orphean, interesting, interesting, feel Wu Yifan is very lovely;
3.Someone said to Wu Yifan for the first time " I am sorry " , begin to have Respect to Wu Yifan, begin a road to turn pink;
4.Return somebody to take Cai Xukun to come out to compare, take lawyer letter to come out to speak.
Look, live in recreational group, open breadth of mind and be good at the manner from ridicule is very necessary. The eye looks at Wu Yifan to be spat by myriad groove, still can harvest applause today, from at the beginning the humorous star that discharge stars change has true flow for.
Say so, must not vanity cause trouble, recreation is encircled, happy ability is essence, why give tit for tat. Do not be short of occasionally hard firm courage, those who be short of is recreational wisdom. Life opens a fun like play, listen to a song to be washed wash sleep.
Author brief introduction: Alfred, be graduated from and south university, data digs algorithmic engineer, basically study domain amount to occupies mining, machine study.
Source:
Https://github.com/Alfred1984/interesting-python/tree/master/KrisWu
