Python small app: read a CSV file and process 01 data strings

Source: Internet
Author: User

Objective: To read the contents of CSV file, take out 0 and 1 data strings, count the number of consecutive times and frequency of occurrence of 1

Read the contents of the CSV file first:

Import CSV def csv_read (file):     = []    = csv.reader (file)    for in  csv_reader:        #  Skip Header        if"   ":            Continue        #print (ID, data)        list.append (data)    return list


And then write the methods for 0 and 1.

#count the number of consecutive 0 and 1 occurrences#function function: To count the number of consecutive occurrences of 1, return a list of successive timesdefsum_times (list): Total_list= []    #n count occurrences, m indicates the current number of processesn =0 M=0 forWinchlist:m+ = 1ifint (W) = = 1: N+ = 1elifint (w) = =0:ifn >0:#print position with more than 2 consecutive times                ifn > 2:                    Print("Continuous Duration:"N"| line number:", M-N) total_list.append (n) n=0#automatically counts if the last one is 1        ifm = =len (list):ifn >0:total_list.append (n) n=0Print("\nsum_times function Print List of consecutive times: \ n", Total_list)returntotal_list#function function: To count the list of occurrence frequencydefsum_tocal (list): List_total=[0, 0, 0, 0, 0] forNinchlist:ifn = = 1: list_total[0]+ = 1elifn = = 2: list_total[1] + = 1elifn = = 3orn = = 4: list_total[2] + = 1elifn = = 5orn = = 6: list_total[3] + = 1elif6 < n <= 12: list_total[4] + = 1returnList_total


Finally, the execution is called sequentially

ImportReadcsv, Tong_ji_ge_shu#number of times the frequency of each time is statistically occurringfile= Open ("D://vis_911_3000.csv")#file = open ("D://ts_ctime_12.csv")#reading data from CSVCsvlist =readcsv.csv_read (file) file.close ()#record the number of hours that appear consecutivelyLIST_PINLV =tong_ji_ge_shu.sum_times (csvlist)#count the number of occurrences of each time periodList_final =tong_ji_ge_shu.sum_tocal (LIST_PINLV)Print()#Blank LinePrint(list_final)#Enter a statistical list of the number of time periods#print ("1 times:" + str (list_final[0]), "|  2 times: "+ str (list_final[1])," | 3-4 times: "+ str (list_final[2]))Print("[1 times, 2 times, 3-4 times, 5-6 times, 7-12 Times]")



Python small app: read a CSV file and process 01 data strings

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.