Python Select Specific Row and Column
When you think CSV, think pandas.
import pandas as pd
df = pd.read_csv('path/to/csv')
if df.iloc[5, 6]:
# do stuff
else
# do some other stuff
Write specifics rows with specific column values in python csv
As I understand your problem, you want to read csv file, then based on a condition on any column's value you want to filter it and finally write into a csv file.
If I am correct then you can do the following :
#Import pandas
import pandas as pd
#Read your csv file as pandas dataframe
df = pd.read_csv("your_csv_file_name")
#Apply filter condition
df = df[df['Column_name_for_fitering'] == "Value_for_filtering"]
# Save as new csv file
df.to_csv('your_output_file_name')
Returning rows in CSV based on column match to values in other CSV
If you are trying to filter rows based on the item_list.csv
you could try:
import pandas as pd
import numpy as np
from pandas import DataFrame
df = pd.read_csv(r"usage_data.csv", encoding='latin-1')
df_items = pd.read_csv(r"item_list.csv", encoding='latin-1', names=['DOI'])
article_usage = df.loc[df['DOI'] .isin(df_items['DOI'])]
article_usage.to_csv(r"article_usage.csv", index=False)
This assumes item_list.csv
has no header and is just a list of required DOI entries.
Select csv rows with unique value in a particular column Python
You can create an empty set and add the values of the first columns to it. If it's already in the set, just skip to the next row, eg:
import csv
column_values = set()
new_rows = []
with open('example.csv', 'r') as csvfile:
reader = csv.reader(csvfile)
for row in reader:
if (row[0] in column_values):
continue
column_values.add(row[0])
new_rows.append(row)
with open('updated.csv', 'w') as csvfile:
writer = csv.writer(csvfile)
writer.writerows(new_rows)
select rows from a DataFrame based on column value, limit to 16384 rows
Try
selected_row = data.loc[data['CHR'].isin([1, '1'])]
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