From ba64757859cc0797196cf53bf4e7ebbee0af2232 Mon Sep 17 00:00:00 2001 From: zhangruochen Date: Mon, 1 Feb 2016 15:52:53 +0800 Subject: [PATCH] week3zhangruochen --- .../zhangruochen/homework1.py" | 92 +++++++++++++ .../zhangruochen/homework2.py" | 122 ++++++++++++++++++ .../zhangruochen/result1.csv" | 66 ++++++++++ .../zhangruochen/result2.csv" | 81 ++++++++++++ 4 files changed, 361 insertions(+) create mode 100644 "week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework1.py" create mode 100644 "week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework2.py" create mode 100644 "week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/result1.csv" create mode 100644 "week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/result2.csv" diff --git "a/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework1.py" "b/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework1.py" new file mode 100644 index 0000000..22ecda4 --- /dev/null +++ "b/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework1.py" @@ -0,0 +1,92 @@ + +# coding: utf-8 + +# In[1]: + +#一定时间内北京各城区发贴量最多的三大类目 + + +# In[1]: + +import pymongo +import charts +from datetime import timedelta,date + + +# In[2]: + +client = pymongo.MongoClient('localhost', 27017) +test = client['test'] +homework = test['homework'] +homework_output = test['homework_output'] + +In[18]: + +for i in homework.find(): + if (i['area']==[]) or (i['area'] == None): + area_dist = None + else: + area_dist = i['area'][0] + homework.update_one({'_id':i['_id']},{'$set':{'area_dist':area_dist}}) + +In[24]: + +for i in homework.find(): + frags = i['pub_date'].split('.') + if len(frags) == 1: + date = frags[0] + else: + date = '%s-%s-%s'%(frags[0],frags[1],frags[2]) + homework.update_one({'_id':i['_id']},{'$set':{'pub_date':date}}) + + +# In[3]: + +def get_all_dates(date1,date2): + the_date = date(int(date1.split('-')[0]),int(date1.split('-')[1]),int(date1.split('-')[2])) + end_date = date(int(date2.split('-')[0]),int(date2.split('-')[1]),int(date2.split('-')[2])) + days = timedelta(days=1) + while the_date <= end_date: + yield (str(the_date)) + the_date += days + +# In[4]: + +def get_data_within(date1,date2,cates,area_dist): + data_list = [] + for cate in cates: + total_post = 0 + for date in get_all_dates(date1,date2): + a = list(homework.find({'area_dist':area_dist,'cates':cate,'pub_date':date})) + each_day_post = len(a) + total_post += each_day_post +# print(area_dist,cate,total_post) + data_ori = { + 'name':cate, + 'data':[total_post], + 'type':'column' + } + data_list.append(data_ori) + data_list.sort(key=lambda x:x['data'][0]) + data = data_list[-3:] + for i in data: + yield i +# print(data_list) + + +# In[5]: + +cates=[] +dists=[] +for i in homework.find(): + cates.append(i['cates']) + dists.append(i['area_dist']) +cates_index = list(set(cates)) +dists_index = list(set(dists)) +# print(cates_index,dists_index) + + +# In[6]: +for dist in dists_index: + series = [i for i in get_data_within('2015-12-21','2016-01-15',cates_index,dist)] + charts.plot(series, options=dict(title=dict(text='各大区排名前三类目及发帖量'), subtitle=dict(text=dist), yAxis=dict(title=dict(text='发帖量')))) diff --git "a/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework2.py" "b/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework2.py" new file mode 100644 index 0000000..c60f243 --- /dev/null +++ "b/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/homework2.py" @@ -0,0 +1,122 @@ + +# coding: utf-8 + +# In[2]: + +#各类目中成色与均价（全，99，95，9，8，7及以下） + + +# In[1]: + +import pymongo +import charts + + +# In[31]: + +client = pymongo.MongoClient('localhost',27017) +test = client['test'] +homework = test['homework'] +look = test['look'] + + +# In[35]: + +for i in homework.find(): + try: + if i['price'] == '面议': + int_price = False + elif u' 元' in i['price']: + int_price = int(i['price'][:-2]) + elif u'元' in i['price']: + int_price = int(i['price'][:-1]) + elif i['price'] == '${info.paramsMap.minprice}': + int_price = False + else: + int_price = int(i['price']) + except ValueError: + int_price = False + homework.update_one({'_id':i['_id']},{'$set':{'int_price':int_price}}) + + +# In[50]: + +look_list=[] +for i in homework.find(): + look_list.append(i['look']) +look_index_org = set(look_list) +look_index_org.discard('-') +look_index_org.discard('${info.paramsMap.oldlevel}') +look_index_org.discard('报废机/尸体') +look_index = list(look_index_org) +look_index.sort() +look_index.remove('9成新') +look_index.insert(2,'9成新') +print(look_index) + + +# In[51]: + +counts=[] +for index in look_index: + counts.append(look_list.count(index)) +print(counts) + + +# In[5]: + +cates_list = [] +for i in homework.find(): + cates_list.append(i['cates']) +cates_index = set(cates_list) +print(cates_index) + + +# In[74]: + +def get_all_price(cates): + avg_list=[] + for look in look_index: + price_list = [] + for i in homework.find(({'cates':cates,'look':look})): + if i['int_price'] != False: + price_list.append(i['int_price']) + else: + pass + count = float(len(price_list)) + sum = 0 + for i in price_list: + sum += i + try: + avg = sum/count + avg_list.append(avg) + data = { + 'name':'均价', + 'data':avg_list, + 'type':'line' + } + except ZeroDivisionError: + pass + yield data + + +# In[77]: + +for cates in cates_index: + options={ + 'chart' : {'zoomType':'xy'}, + 'title' : {'text': '二手%s成色对应的平均价格'%cates}, + 'xAxis' : {'categories': [i for i in look_index]}, + 'yAxis' : {'title': {'text': '价格'}} + } + series = [i for i in get_all_price(cates)] + charts.plot(series, options=options) + + +# In[68]: + +def get_details(cates): + for look in look_index: + for i in homework.find(({'cates':cates,'look':look})): + print(i) + diff --git "a/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/result1.csv" "b/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/result1.csv" new file mode 100644 index 0000000..bb617e8 --- /dev/null +++ "b/week3\345\244\247\344\275\234\344\270\232\346\217\220\344\272\244/zhangruochen/result1.csv" @@ -0,0 +1,66 @@ +{"_id":{"$oid":"56ac9d5a3bd98f7f15a22c9b"},"area":"","name":"//","data":110,"rank":1} +{"_id":{"$oid":"56ac9d5a3bd98f7f15a22c9c"},"area":"","name":"ҵ","data":66,"rank":2} +{"_id":{"$oid":"56ac9d5a3bd98f7f15a22c9d"},"area":"","name":"Ʒ","data":40,"rank":3} +{"_id":{"$oid":"56ac9d753bd98f7f15a22c9e"},"area":"","name":"ҵ","data":3892,"rank":1} +{"_id":{"$oid":"56ac9d753bd98f7f15a22c9f"},"area":"","name":"//","data":1905,"rank":2} +{"_id":{"$oid":"56ac9d753bd98f7f15a22ca0"},"area":"","name":"װ/Ьñ/","data":1766,"rank":3} 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