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
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
disappeared 2
curiosity 2
history 2
sprout 2
ears 2
neither 2
explorers 2
account 2
record 2
railway 2
knowledge 2
apparition 2
smiled 2
oceans 2
sweetly 2
subjects 2
thursday 2
foxes 2
complicated 2
putting 2
promise 2
forgotten 2
learns 2
remained 2
rather 2
passed 2
eruptions 2
watered 2
although 2
owned 2
universe 2
revealed 2
fear 2
song 2
embarrassed 2
eight 2
stand 2
leisure 2
sadness 2
cough 2
liked 2
smile 2
grain 2
waste 2
daybreak 2
ideas 2
seriously 2
painter 2
325 2
belong 2
impressive 2
happier 2
dejection 2
character 2
reassure 2
above 2
received 2
wonderful 2
pointed 2
animal 2
fact 2
shelter 2
middle 2
appear 2
treat 2
reputation 2
restrain 2
hesitated 2
collection 2
yawning 2
reasons 2
condemn 2
gesture 2
common 2
sands 2
sunshine 2
during 2
fair 2
grammar 2
sprig 2
dressed 2
itself 2
breakfast 2
forehead 2
pictures 2
mysterious 2
finger 2
swallow 2
perfect 2
clearly 2
pole 2
spite 2
discover 2
disappearance 2
seems 2
public 2
round 2
insisted 2
setting 2
poor 2
near 2
grief 2
rat 2
stop 2
happening 2
hungry 2
breathed 2
neck 2
sweet 2
anniversary 2
act 2
minister 2
shell 2
therefore 2
bored 2
sorry 2
age 2
shoulders 2
slightly 2
career 2
called 2
arithmetic 2
moral 2
boas 2
tried 2
darkness 2
spot 2
courage 2
steadily 2
powerful 2
flies 2
read 2
torn 2
entertaining 2
chose 2
fifteen 2
abashed 2
dance 2
broke 2
primeval 2
toilet 2
proofs 2
telescope 2
taken 2
elephants 2
obeyed 2
stirred 2
horror 2
poison 2
absolute 2
describe 2
understood 2
either 2
whatever 2
watched 2
nor 2
crying 2
rite 2
thoughts 2
greet 2
grew 2
risk 2
flame 2
quickly 2
modest 2
lives 2
bottles 2
exercise 2
memories 2
pursuing 2
used 2
nave 2
few 2
keep 2
understands 2
simply 2
addition 2
peace 2
plant 2
sudden 2
lasted 2
astonished 2
beg 2
thunder 2
stared 2
deep 2
tears 2
mistakes 2
explained 2
content 2
contrary 2
tenderness 2
fragrance 2
unlucky 2
appeared 2
beside 2
animals 2
realised 2
tomorrow 2
alive 2
side 2
discovers 2
sigh 2
knees 2
several 2
while 2
high 2
roots 2
establish 2
dream 2
behind 2
preparations 2
politely 2
pretty 2
loafing 2
buried 2
stood 2
extremely 2
hundreds 2
mushroom 2
closely 2
seas 2
twelve 2
conditions 2
stopped 2
necessary 2
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stones 2
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他最爱的当然是他的玫瑰花呀