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对《小王子》英文原版进行词频统计,发现他最爱的是......

作者:互联网

1.数据爬取

在百度上找了一个网站https://www.dashuzhai.com
用python爬
代码很臃肿,之前爬小说的代码,简单的修改了一下,能用就行


import requests,lxml.html,time,random


agent = [
    'Mozilla/4.0(compatible;MSIE7.0;WindowsNT5.1;AvantBrowser)',
    'Mozilla/4.0(compatible;MSIE7.0;WindowsNT5.1;360SE)',
    'Mozilla/4.0(compatible;MSIE7.0;WindowsNT5.1;Trident/4.0;SE2.XMetaSr1.0;SE2.XMetaSr1.0;.NETCLR2.0.50727;SE2.XMetaSr1.0)',
    'Mozilla/4.0(compatible;MSIE7.0;WindowsNT5.1;TheWorld)',
    'Mozilla/4.0(compatible;MSIE7.0;WindowsNT5.1;TencentTraveler4.0)',
    'Opera/9.80(Macintosh;IntelMacOSX10.6.8;U;en)Presto/2.8.131Version/11.11',
    'Mozilla/5.0(WindowsNT6.1;rv:2.0.1)Gecko/20100101Firefox/4.0.1',
    'Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;Trident/5.0',
    'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36 OPR/26.0.1656.60',
    'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/30.0.1599.101 Safari/537.36',
    'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; QQDownload 732; .NET4.0C; .NET4.0E; LBBROWSER)',
    'Mozilla/5.0 (Windows NT 5.1) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.84 Safari/535.11 SE 2.X MetaSr 1.0',
    'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/38.0.2125.122 UBrowser/4.0.3214.0 Safari/537.36',
    'Mozilla/5.0 (X11; U; Linux x86_64; zh-CN; rv:1.9.2.10) Gecko/20100922 Ubuntu/10.10 (maverick) Firefox/3.6.10',
    'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.835.163 Safari/535.1',
    "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; AcooBrowser; .NET CLR 1.1.4322; .NET CLR 2.0.50727)",
    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0; Acoo Browser; SLCC1; .NET CLR 2.0.50727; Media Center PC 5.0; .NET CLR 3.0.04506)",
    "Mozilla/4.0 (compatible; MSIE 7.0; AOL 9.5; AOLBuild 4337.35; Windows NT 5.1; .NET CLR 1.1.4322; .NET CLR 2.0.50727)",
    "Mozilla/5.0 (Windows; U; MSIE 9.0; Windows NT 9.0; en-US)",
    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Win64; x64; Trident/5.0; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 2.0.50727; Media Center PC 6.0)",
    "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 1.0.3705; .NET CLR 1.1.4322)",
    "Mozilla/4.0 (compatible; MSIE 7.0b; Windows NT 5.2; .NET CLR 1.1.4322; .NET CLR 2.0.50727; InfoPath.2; .NET CLR 3.0.04506.30)",
    "Mozilla/5.0 (Windows; U; Windows NT 5.1; zh-CN) AppleWebKit/523.15 (KHTML, like Gecko, Safari/419.3) Arora/0.3 (Change: 287 c9dfb30)",
    "Mozilla/5.0 (X11; U; Linux; en-US) AppleWebKit/527+ (KHTML, like Gecko, Safari/419.3) Arora/0.6",
    "Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.8.1.2pre) Gecko/20070215 K-Ninja/2.1.1",
    "Mozilla/5.0 (Windows; U; Windows NT 5.1; zh-CN; rv:1.9) Gecko/20080705 Firefox/3.0 Kapiko/3.0",
    "Mozilla/5.0 (X11; Linux i686; U;) Gecko/20070322 Kazehakase/0.4.5",
    "Mozilla/5.0 (X11; U; Linux i686; en-US; rv:1.9.0.8) Gecko Fedora/1.9.0.8-1.fc10 Kazehakase/0.5.6",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.56 Safari/535.11",
    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_3) AppleWebKit/535.20 (KHTML, like Gecko) Chrome/19.0.1036.7 Safari/535.20",
    "Opera/9.80 (Macintosh; Intel Mac OS X 10.6.8; U; fr) Presto/2.9.168 Version/11.52",
]


class gushici:


    # 获取所有url
    def urllist(self,url,x):
        a = random.choice(agent)
        header = {"User-Agent": a}
        response = requests.get(url, headers=header)
        response.encoding = 'utf-8'
        html = lxml.html.fromstring(response.text)
        t = html.xpath(x)
        return t

    # 请求网页并保存
    def re(self,url):
        a = random.choice(agent)
        header = {"User-Agent": a}


        response = requests.get(url, headers=header)
        response.encoding = 'utf-8'

        html = lxml.html.fromstring(response.text)

        t1 = html.xpath(x)
        t1 = ''.join(t1)
        print(t1)
        # t = html.xpath(x2)
        # t = ''.join(t)
        if t1=='':
            n = random.uniform(1,3)
            time.sleep(n)
            g.re(url)
        else:
            # print("缓存成功:", t1)
            file = open("xwz.txt", "ab+")
            file.write(str(t1+"\n").encode('utf-8'))
            # file.write(str(t+"\n").encode('utf-8'))
            file.close()




if __name__ == "__main__":

    list = ['/et/xiaowangziyingwenban/110243.html', '/et/xiaowangziyingwenban/110242.html',
              '/et/xiaowangziyingwenban/110241.html', '/et/xiaowangziyingwenban/110240.html',
              '/et/xiaowangziyingwenban/110239.html', '/et/xiaowangziyingwenban/110238.html',
              '/et/xiaowangziyingwenban/110237.html', '/et/xiaowangziyingwenban/110236.html',
              '/et/xiaowangziyingwenban/110235.html', '/et/xiaowangziyingwenban/110234.html',
              '/et/xiaowangziyingwenban/110233.html', '/et/xiaowangziyingwenban/110232.html',
              '/et/xiaowangziyingwenban/110231.html', '/et/xiaowangziyingwenban/110230.html',
              '/et/xiaowangziyingwenban/110229.html', '/et/xiaowangziyingwenban/110228.html',
              '/et/xiaowangziyingwenban/110227.html', '/et/xiaowangziyingwenban/110226.html',
              '/et/xiaowangziyingwenban/110225.html', '/et/xiaowangziyingwenban/110224.html',
              '/et/xiaowangziyingwenban/110223.html', '/et/xiaowangziyingwenban/110222.html',
              '/et/xiaowangziyingwenban/110221.html', '/et/xiaowangziyingwenban/110220.html',
              '/et/xiaowangziyingwenban/110219.html', '/et/xiaowangziyingwenban/110218.html',
              '/et/xiaowangziyingwenban/110217.html', '/et/xiaowangziyingwenban/110216.html']

    x='//div[@id="content"]/p/text()'
    # x1='//h3/span[@class="content-wrap"]/text()'
    # x2='//div[@class="read-content j_readContent" and @id=""]/p/text()'
    g=gushici()


    for i in range(len(list)):
        url="https://www.dashuzhai.com"+list[i]

        g.re(url)






2.词频统计

这部分用的是java,代码百度来的,面向百度编程



import java.io.BufferedReader;
import java.io.FileNotFoundException;
import java.io.FileReader;
import java.io.IOException;
import java.util.HashMap;
import java.util.Iterator;
import java.util.StringTokenizer;
 
public class Main {
 
    public void sort(int[] arry) {
        int temp;
        for (int i = 0; i < arry.length; i++) {
            for (int j = i; j < arry.length; j++) {
                if (arry[i] > arry[j]) {
                    temp = arry[i];
                    arry[i] = arry[j];
                    arry[j] = temp;
                }
            }
 
        }
        for (int k = 0; k < arry.length; k++) {
            System.out.print(arry[k] + " ");
        }
    }
 
    public static void main(String[] args) { // 用HashMap存放<单词:词频>这样一个映射关系
        HashMap<String, Integer> hashMap = new HashMap<String, Integer>();
        // 用正则表达式来过滤字符串中的所有标点符号
        String regex = "[【】、.。,,。\"!--;:?\'\\]]";
        try {
            // 读取要处理的文件
            BufferedReader br = new BufferedReader(new FileReader("src\\xzw.txt"));
            String value;
            while ((value = br.readLine()) != null) {
                value = value.replaceAll(regex, " ");
                // 使用StringTokenizer来分词(StringTokenizer详见JDK文档)
                StringTokenizer tokenizer = new StringTokenizer(value);
                while (tokenizer.hasMoreTokens()) {
                    String word = tokenizer.nextToken();
                    if (!hashMap.containsKey(word)) {
                        hashMap.put(word, new Integer(1));
                    } else {
                        int k = hashMap.get(word).intValue() + 1;
                        hashMap.put(word, new Integer(k));
                    }
                }
            }
            // 遍历HashMap,输出结果
            Iterator iterator = hashMap.keySet().iterator();
            int  sum=0;
            while (iterator.hasNext()) {
            	sum++; 
                String word = (String) iterator.next();
                System.out.println(sum+":"+word + ":" + hashMap.get(word));
            }
            } catch (FileNotFoundException e) {
            e.printStackTrace();
        } catch (IOException e) {
            e.printStackTrace();
        }
    }
}

3.结果分析

在这里插入图片描述
发现第11行和第21行都是and,用word统一大小写,再来一次

the	1030
i	547
to	479
a	424
and	361
of	343
that	321
you	311
is	303
he	302
little	284
it	262
prince	209
said	196
was	194
in	180
my	165
not	161
me	153
but	148
have	145
one	140
are	139
for	138
his	122
at	107
be	107
all	103
on	101
they	99
this	98
with	94
as	93
so	89
what	87
very	81
will	81
had	79
from	79
if	78
him	77
no	75
then	75
do	73
planet	70
them	64
would	62
like	58
there	56
am	56
when	54
flower	53
who	52
she	50
good	49
by	49
time	46
out	45
an	44
too	43
any	43
your	42
more	42
stars	41
sheep	41
never	41
which	40
has	39
were	38
made	38
come	37
again	36
know	36
did	35
shall	35
fox	35
can	35
much	34
man	34
about	34
where	34
only	34
just	33
king	33
or	33
up	33
day	32
been	32
nothing	32
now	32
t	31
some	31
because	31
himself	31
see	31
over	31
morning	31
make	30
how	29
look	29
grown	28
her	27
could	27
asked	27
yes	26
down	26
drawing	24
here	24
does	23
away	23
men	23
first	23
say	23
go	23
we	23
understand	22
geographer	22
other	22
earth	22
once	22
should	22
s	21
well	21
two	21
anything	21
ups	21
life	21
back	20
myself	20
answered	20
came	20
hundred	19
replied	19
must	19
water	19
their	19
great	19
why	19
old	19
even	18
want	18
put	18
into	18
three	17
small	17
desert	17
added	17
five	17
always	17
looked	17
also	17
ah	17
oh	17
went	16
consequence	16
night	16
baobabs	16
long	16
those	16
friend	16
these	15
rose	15
lamp	15
last	15
saw	15
than	15
snake	15
live	14
question	14
think	14
thing	14
flowers	14
TRUE	14
people	14
took	14
another	14
six	14
place	14
own	14
without	13
same	13
order	13
orders	13
thousand	13
beautiful	13
conceited	13
able	13
still	13
thorns	13
need	13
looking	13
world	13
boa	13
lamplighter	12
let	12
mean	12
use	12
heart	12
every	12
love	12
years	12
important	12
volcanoes	12
matters	12
everything	12
seemed	12
after	11
sunset	11
ever	11
before	11
tell	11
businessman	11
take	11
explorer	11
don	11
twenty	11
narrator	11
star	11
its	11
thought	11
way	11
laughed	11
sure	11
set	11
four	11
draw	11
us	11
sand	10
matter	10
moment	10
demanded	10
house	10
answer	10
may	10
evening	10
find	10
something	10
felt	10
sleep	10
already	10
such	10
might	10
far	10
most	10
alone	10
seen	10
children	10
nobody	10
get	10
upon	9
found	9
happy	9
switchman	9
right	9
tame	9
knows	9
since	9
certainly	9
believe	9
tippler	9
silence	9
number	9
around	9
through	9
sad	9
enough	9
bad	9
perhaps	9
sky	9
hear	9
makes	9
single	9
continued	9
roses	9
others	8
million	8
magnificent	8
walk	8
things	8
hat	8
tamed	8
yet	8
millions	8
under	8
questions	8
hum	8
please	8
among	8
asteroid	8
extinct	8
leave	8
told	8
0	8
ask	8
inhabited	8
eyes	8
constrictor	8
head	8
wall	7
glass	7
having	7
general	7
possible	7
sometimes	7
journey	7
goodbye	7
known	7
difficult	7
friends	7
forget	7
exactly	7
danger	7
remember	7
afraid	7
inside	7
work	7
toward	7
secret	7
eat	7
cannot	7
pulley	7
miles	7
judge	7
against	7
until	7
book	7
learned	7
sat	7
globe	7
trouble	7
knew	7
lighted	7
idea	7
herself	7
example	6
days	6
yours	6
laugh	6
making	6
gone	6
wait	6
try	6
arms	6
times	6
mountain	6
each	6
thirty	6
given	6
golden	6
drinking	6
minutes	6
visits	6
talk	6
best	6
unique	6
ought	6
many	6
seven	6
lost	6
death	6
engine	6
responsible	6
end	6
ago	6
air	6
reason	6
give	6
along	6
words	6
fresh	6
drink	6
gave	6
off	6
second	6
different	6
somewhere	6
fault	6
really	6
wind	5
turn	5
hand	5
ordered	5
serious	5
invisible	5
slowly	5
thirsty	5
began	5
thirst	5
light	5
means	5
carefully	5
going	5
grass	5
reply	5
constrictors	5
home	5
being	5
concerned	5
present	5
laughter	5
hour	5
met	5
coming	5
seeds	5
muzzle	5
whole	5
books	5
anyone	5
altogether	5
year	5
ephemeral	5
merchant	5
bushes	5
new	5
minute	5
repeated	5
color	5
lived	5
chickens	5
lamplighters	5
outside	5
rest	5
move	5
bring	5
grow	5
admire	5
mountains	5
big	5
else	5
become	5
brought	5
complete	5
raised	5
sun	5
gentleman	5
tired	5
sound	5
proud	5
week	5
spoke	4
fifty	4
left	4
talking	4
got	4
wish	4
tie	4
authority	4
child	4
disturbed	4
rope	4
hard	4
room	4
better	4
queer	4
instant	4
picture	4
whether	4
raise	4
kings	4
busy	4
cry	4
excuse	4
funny	4
dying	4
effort	4
remembered	4
planets	4
garden	4
third	4
glad	4
hurry	4
die	4
later	4
absurd	4
importance	4
petals	4
bite	4
dropped	4
soon	4
sense	4
return	4
subject	4
extraordinary	4
except	4
nevertheless	4
plants	4
themselves	4
indeed	4
step	4
voice	4
walking	4
instead	4
hands	4
objects	4
ashamed	4
close	4
red	4
doesn	4
truth	4
airplane	4
baobab	4
charming	4
speak	4
sunsets	4
saying	4
pencil	4
wanted	4
yourself	4
longer	4
bolt	4
next	4
street	4
butterflies	4
wrong	4
simple	4
hunt	4
yawn	4
visit	4
plane	4
deal	4
whom	4
wheat	4
scarcely	4
tigers	4
france	4
carry	4
however	4
sit	4
easily	4
large	4
satisfied	4
astronomer	4
change	4
box	4
boy	4
interesting	4
drew	4
surprised	4
silent	4
story	4
reasonable	4
express	4
changed	4
doing	4
cold	4
our	4
help	4
goes	4
person	4
departure	4
send	4
ready	4
explanation	3
thus	3
object	3
ermine	3
lights	3
b	3
o	3
straight	3
brilliantly	3
strange	3
neglected	3
creature	3
612	3
treasure	3
pocket	3
taking	3
loved	3
write	3
save	3
noise	3
tonight	3
lay	3
sahara	3
obey	3
deserts	3
sunrise	3
watch	3
doubt	3
alike	3
lazy	3
merely	3
chair	3
travel	3
listen	3
tree	3
done	3
clear	3
clean	3
flushed	3
active	3
bucket	3
eats	3
trying	3
volcano	3
bird	3
listened	3
count	3
month	3
beginning	3
human	3
comforted	3
hope	3
america	3
kindness	3
heavy	3
snakes	3
together	3
feet	3
instance	3
feel	3
terrible	3
sort	3
interrupted	3
steps	3
advise	3
heard	3
sorrow	3
fell	3
glance	3
face	3
showed	3
whenever	3
gazed	3
rule	3
forever	3
profession	3
across	3
sweetness	3
forgot	3
travelers	3
cleaned	3
tossed	3
paper	3
music	3
understanding	3
learn	3
couldn	3
spring	3
add	3
dreaming	3
often	3
yawned	3
useful	3
monarch	3
forty	3
rich	3
acquaintance	3
screen	3
body	3
clock	3
haven	3
farther	3
echo	3
anywhere	3
eye	3
mystery	3
gently	3
thunderstruck	3
succeeded	3
worth	3
cried	3
call	3
run	3
white	3
exclaimed	3
imagine	3
fields	3
distance	3
show	3
suddenly	3
play	3
cast	3
abruptly	3
completely	3
care	3
born	3
certain	3
hunters	3
kind	3
opened	3
both	3
turkish	3
eaten	3
drafts	3
suffer	3
sea	3
claws	3
dear	3
radiance	3
fly	3
essential	3
beauty	3
needs	3
elephant	3
salute	3
bit	3
costume	3
ordinary	3
odd	3
begin	3
turned	3
thinking	3
inquiry	3
discovery	3
encounters	3
belongs	3
hammer	3
chance	3
speaking	3
geography	3
drawn	3
pleasure	3
seed	3
bells	3
seem	3
laughing	3
buy	3
sees	3
towns	3
frightened	3
figures	3
caterpillars	3
reach	3
deeply	3
asleep	3
presence	3
drank	3
south	3
weak	3
dare	3
rivers	3
fragile	3
moonlight	3
hair	3
wells	3
village	3
herd	3
habitation	3
pills	2
half	2
pretend	2
wasted	2
require	2
ahead	2
anybody	2
yellow	2
gold	2
arrived	2
quiet	2
k	2
faced	2
lips	2
w	2
fifth	2
correct	2
empty	2
faithful	2
besides	2
conversation	2
inquired	2
harm	2
young	2
peal	2
responded	2
pilot	2
china	2
fountain	2
favorable	2
entire	2
flashed	2
africa	2
leon	2
heaven	2
unhappy	2
larger	2
top	2
worrying	2
loves	2
discouraged	2
courteously	2
army	2
snow	2
rarely	2
ties	2
catastrophe	2
working	2
says	2
interested	2
caught	2
pity	2
demonstration	2
accident	2
worried	2
ankle	2
standing	2
clap	2
pluck	2
surely	2
attend	2
full	2
memory	2
heavens	2
hours	2
start	2
short	2
alight	2
trains	2
lonely	2
grows	2
destroy	2
tiny	2
requires	2
coughed	2
planeti	2
unfortunately	2
speedy	2
wondering	2
bloom	2
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他最爱的当然是他的玫瑰花呀

标签:11,10,英文原版,......,Mozilla,xiaowangziyingwenban,html,词频,et
来源: https://blog.csdn.net/qq_45824463/article/details/117905840