Python uses the os module to get around the fact that operating systems have differet path name conventions.
We have to import the os module to use it
import os
Using os.getcwd() method
This is usually the file path of where we are running this notebook.
os.getcwd()
'/Volumes/GoogleDrive/My Drive/Python Workspace/Python-for-Data-Science-Workshop'
Take a moment to add the csv files to your directory. I have created a seperate folder that has these files.
CurrentDir = "/Volumes/GoogleDrive/My Drive/Python Workspace/Python-for-Data-Science-Workshop"
files = "/Volumes/GoogleDrive/My Drive/Python Workspace/Python-for-Data-Science-Workshop/s6data"
We can see the different files in our folder paths by using the .listdir() method.
os.listdir(CurrentDir)
['Session2.ipynb', 'images', '.ipynb_checkpoints', 'README.md', '.git', 'Session3.ipynb', 'Session4.ipynb', 'WorkingNotes.ipynb', 'Session5.ipynb', 'Session6.ipynb', 's6data', '104500.csv', 'Session7.ipynb']
os.listdir(files)
['105751.csv', '106707.csv', '104716.csv', '104500.csv']
With statements automatically close the file after the nested block of code. It helps with handling common preparation and cleanup tasks.
.reader method returns the objects in a csv file which will iterate over lines
usually has two common arguments.
the csv file
the delimiter
# First we need to import the csv module
import csv
open() returns a file object and has two common arguments
(filename, mode)
mode r
is for when the file will only be read
open("104500.csv", "r")
<open file '104500.csv', mode 'r' at 0x110062300>
If you stored your csv files in a folder, you have to join the folder path and the name of the csv file.
use the .path and .join method to save the file path and file name in a variable.
files = "/Volumes/GoogleDrive/My Drive/Python Workspace/Python-for-Data-Science-Workshop/s6data"
csv_file = os.path.join(files, '104500.csv')
open(csv_file, "r")
<open file '/Volumes/GoogleDrive/My Drive/Python Workspace/Python-for-Data-Science-Workshop/s6data/104500.csv', mode 'r' at 0x1100625d0>
# Print out the lines that are being read using a csv reader
# we are using 'f' to label our csv file in this with statement
with open('104500.csv', 'r') as f:
reader = csv.reader(f, delimiter = ",")
for line in reader:
print line
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'https://ucirvine.instructure.com/courses/2230/assignments/49369', 'show', '2016-07-24T23:06:20Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-07-24T21:36:07Z', '11.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49374?module_item_id=62441', 'show', '2016-07-24T19:05:23Z', '19.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-07-24T19:05:13Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/reading-schedule?module_item_id=62397', 'show', '2016-07-24T18:35:00Z', '24.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-07-24T18:34:41Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49367/submissions', 'create', '2016-07-24T06:00:44Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49367', 'show', '2016-07-24T06:00:16Z', '', 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'https://canvas.eee.uci.edu/courses/2230/assignments/49370', 'show', '2016-06-30T04:07:47Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-30T01:02:32Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-2-daily-lectures?module_item_id=62422', 'show', '2016-06-30T01:01:48Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-29T17:34:55Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments', 'index', '2016-06-29T17:34:55Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49369', 'show', '2016-06-29T17:34:46Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49369', 'show', '2016-06-29T05:17:58Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49369/submissions', 'create', '2016-06-29T05:17:58Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748068/download?wrap=1', 'show', '2016-06-29T04:40:58Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49369', 'show', '2016-06-29T04:40:42Z', '12.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-2-daily-lectures?module_item_id=62422', 'show', '2016-06-29T02:53:43Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-29T01:39:45Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748110/download?wrap=1', 'show', '2016-06-29T01:39:03Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49370', 'show', '2016-06-29T01:38:48Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-29T01:38:01Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-2-daily-lectures?module_item_id=62422', 'show', '2016-06-28T03:49:42Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-28T03:49:34Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages', 'index', '2016-06-28T03:49:34Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-28T03:49:29Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-28T03:49:19Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-28T03:49:10Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190/download?download_frd=1', 'show', '2016-06-28T03:02:35Z', '', '184.189.203.244'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-06-28T03:02:28Z', '', '184.189.203.244'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-28T03:02:17Z', '', '184.189.203.244'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49368', 'show', '2016-06-27T17:48:41Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49368', 'show', '2016-06-27T03:54:50Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-26T20:46:01Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748012/download?wrap=1', 'show', '2016-06-26T17:56:49Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49368', 'show', '2016-06-26T06:36:51Z', '19.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-26T06:36:41Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-25T04:41:05Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-25T03:45:55Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-25T02:56:17Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-25T00:07:26Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-24T01:28:34Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-06-24T01:27:41Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-24T01:27:31Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-24T00:40:13Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-24T00:39:57Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190/download?download_frd=1', 'show', '2016-06-24T00:39:21Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-06-24T00:39:19Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-24T00:39:15Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/announcements', 'index', '2016-06-24T00:39:10Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-24T00:38:05Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-24T00:38:00Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/reading-schedule?module_item_id=62397', 'show', '2016-06-23T00:09:15Z', '25.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-23T00:09:05Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-22T23:01:53Z', '12.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T23:01:47Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/reading-schedule?module_item_id=62397', 'show', '2016-06-22T05:40:48Z', '13.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:40:45Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/5-box-solution-format?module_item_id=62400', 'show', '2016-06-22T05:40:41Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:40:28Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/users', 'roster', '2016-06-22T05:40:15Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/discussion_topics', 'index', '2016-06-22T05:40:14Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:40:05Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/discussion_topics/27498', 'show', '2016-06-22T05:40:01Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/discussion_topics', 'index', '2016-06-22T05:39:51Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/announcements', 'index', '2016-06-22T05:39:42Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-22T05:39:08Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:38:52Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/discussion_topics/27477?module_item_id=62416', 'show', '2016-06-22T05:38:47Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190/download?download_frd=1', 'show', '2016-06-22T05:25:11Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-06-22T05:25:08Z', '12.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:24:57Z', '13.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-22T05:09:47Z', '11.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:09:36Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/assignments/49403?module_item_id=62408', 'show', '2016-06-22T05:09:29Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:08:17Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190/download?download_frd=1', 'show', '2016-06-22T05:07:15Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-06-22T05:07:13Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-22T05:07:04Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748073/download?wrap=1', 'show', '2016-06-20T19:06:58Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748073/download?wrap=1', 'show', '2016-06-20T17:50:44Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/discussion_topics/27494', 'show', '2016-06-20T17:50:25Z', '13.0', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/announcements', 'index', '2016-06-20T17:50:20Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/announcements', 'index', '2016-06-20T17:50:02Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/week-1-daily-lectures?module_item_id=62413', 'show', '2016-06-20T04:18:57Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-06-20T04:18:07Z', '33.0', '70.187.187.85']
with open(csv_file, 'r') as f:
reader = csv.reader(f, delimiter = ",")
for line in reader:
print line
['roster_randomid', 'url', 'action', 'created_at', 'interaction_seconds', 'remote_ip'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190/download?download_frd=1', 'show', '2016-08-01T17:29:47Z', '', '70.209.201.77'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-08-01T17:29:37Z', '', '70.209.201.77'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/5-box-solution-format?module_item_id=62400', 'show', '2016-08-01T17:29:25Z', '', '70.209.201.77'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/742190?module_item_id=62039', 'show', '2016-08-01T17:29:02Z', '', '70.209.201.77'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-08-01T17:28:51Z', '', '70.209.201.77'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/747534/download?wrap=1', 'show', '2016-07-27T01:50:13Z', '', '70.209.208.98'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/pages/list-of-important-concepts?module_item_id=62386', 'show', '2016-07-27T01:50:07Z', '', '70.209.208.98'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-07-27T01:49:56Z', '', '70.209.208.98'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748147?module_item_id=62454', 'show', '2016-07-27T01:06:27Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-07-27T01:06:23Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748131?module_item_id=62444', 'show', '2016-07-27T01:05:57Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230', 'show', '2016-07-27T01:05:40Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748142/download?wrap=1', 'show', '2016-07-26T21:35:12Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748132/download?wrap=1', 'show', '2016-07-26T21:35:11Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748141/download?wrap=1', 'show', '2016-07-26T21:27:23Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748130/download?wrap=1', 'show', '2016-07-26T21:27:19Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748132/download?wrap=1', 'show', '2016-07-26T19:50:06Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748142/download?wrap=1', 'show', '2016-07-26T19:49:59Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748132/download?wrap=1', 'show', '2016-07-26T19:49:57Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748162/download?wrap=1', 'show', '2016-07-26T18:15:14Z', '', '70.187.187.85'] ['104500', 'https://canvas.eee.uci.edu/courses/2230/files/748133/download?wrap=1', 'show', '2016-07-26T18:15:11Z', '', '70.187.187.85'] 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from IPython.display import Image
Image(filename='images/clickstreamdata2.png')
In order to put each column entry into a variable, we need to know what they are and their index.
To print out the header (row 1 of the csv file), you need to
with open('104500.csv', "r") as f:
header = f.next()
print header
roster_randomid,url,action,created_at,interaction_seconds,remote_ip
For every line in the csv file, 104500.csv, we are going to use a for-loop to save the following 4 columns:
Instructions
Create new variables. One variable for each fo the above columns. Each variable should be a list. They should be empty (e.g., Initializing).
Open the csv file, 104500.csv, using one of the two with open( ) methods.
Within the 'with open()' statement that opens the csv file, write a for-loop that iterates through every line in the csv file. The for-loop should be indented within the 'with open()' statement. (First line of for-loop code provided)
In the for-loop, save the colum information for each of the 4 colums (roster_randomid, url, created_at, ip). Hint, hint!: Use indexing.
Within the for-loop, print the url variable you created. This will help us check whether our for-loop works.
# we are going to put each entry in a list as a variable# Inste
rid = [] # roster randomid
url = [] # url list
timestamp = []
ip = []
with open(csv_file, 'r') as f:
reader = csv.reader(f, delimiter=",")
header = reader.next()
for line in reader:
rid = line[0]
url = line[1]
timestamp = line[3]
ip = line[5]
print url
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# Solution with explanations
# Initializing
# we are going to put each entry in a list as a variable
rid = []
url = []
timestamp = []
ip = []
# Opening our csv file, 104500.csv.
# Note that I am using method 2, where my data was stored in a separate folder
# so I had to create a variable, csv_file, which contained the folder path and csv file.
with open(csv_file, 'r') as f:
reader = csv.reader(f, delimiter=",")
header = reader.next() # We need to add this in order to pass the header
# Writing a for-loop within the `with` statement. Note that it is indented.
# `line` is our psuedo-variable that signifies each row found in our variable 'reader'
for line in reader:
rid = line[0]
url = line[1]
timestamp = line[3]
ip = line[5]
print url
If you study the foor-loop carefully, you'll notice that we have simply been overwriting our lists. You can check this by printing one of our variables outside of the for loop.
print url
https://canvas.eee.uci.edu/courses/2230
Its the equivalent of doing this.
sampleList = []
sampleList = [1]
print sampleList
sampleList = [2]
print sampleList
[1] [2]
In order to save all of the content that is being interated through the for-loop, we need to append the information that is being assigned into our variables.
the .append() allows us to do just that. This method allows us to add a single element to the end of a list.
sampleList = [1]
print sampleList
sampleList.append(2)
print sampleList
[1] [1, 2]
Notice that we are not using append in a way that assigns the value back into the same variable. This will not work correctly.
sampleList = sampleList.append(3)
print sampleList
None
Let's add append methods within the for-loop we created.
Instructions:
Modify the for-loop code, where the 4 variables are appending each line
print out the variable list, url, in a seperate line, outside of the for-loop (hint: un-indented print)
rid = []
url = []
timestamp = []
ip = []
with open(csv_file, 'r') as f:
reader = csv.reader(f, delimiter=",")
header = reader.next()
for line in reader:
rid.append(line[0])
url.append(line[1])
timestamp.append(line[3])
ip.append(line[5])
url
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