python reading csv files code example
Example 1: python read csv
import pandas as pd
data = pd.read_csv('data.csv')
print(data)
Example 2: read entire csv file python
import csv
f = open("fileName.csv")
reader = csv.DictReader(f)
data = [row for row in reader]
Example 3: read csv python
import pandas as pd
data = pd.read_csv("filename.csv")
data.head()
Example 4: python csv reader
with open(r'c:\dl\FrameRecentSessions.csv') as csv_file:
csv_reader = csv.reader(csv_file, delimiter=',')
line_count = 0
for row in csv_reader:
if line_count == 0:
print(f'Column names are {", ".join(row)}')
line_count += 1
else:
print(f'\t{row[0]} works in the {row[1]} department, and was born in {row[2]}.')
line_count += 1
print(f'Processed {line_count} lines.')
Example 5: csv reader python
import csv
with open('employee_birthday.txt', mode='r') as csv_file:
csv_reader = csv.DictReader(csv_file)
line_count = 0
for row in csv_reader:
if line_count == 0:
print(f'Column names are {", ".join(row)}')
line_count += 1
print(f'\t{row["name"]} works in the {row["department"]} department, and was born in {row["birthday month"]}.')
line_count += 1
print(f'Processed {line_count} lines.')