Python- how do I remove timestamp from datetime data throughout the dataframe?
I tried with an example on my own with the help from https://stackoverflow.com/a/47752555/8660907
Cannot remove timestamp in datetime
This approach might work -
import pandas as pd
df = pd.DataFrame({'dates': ['20-Mar-2020', '21-Mar-2020', '22-Mar-2020']})
df
dates
0 20-Mar-2020
1 21-Mar-2020
2 22-Mar-2020
df['dates'] = pd.to_datetime(df['dates'], format='%d-%b-%Y').dt.date
df
dates
0 2020-03-20
1 2020-03-21
2 2020-03-22
How to remove timestamp from datetime column in pandas Style Object
This is just a stopgap solution, but you can manually specify the usual %Y-%m-%d
display format for your date column as follows:
styled = (df.style
.applymap(colorFunction, subset=['column3'])
.format({'Date': '{:%Y-%m-%d}'}))
Example
# Example data
df = pd.DataFrame({'Date': pd.date_range('2020-01-01',
'2020-01-05',
freq='d'),
'Value': list(range(-2, 3))})
# Example color function
def f(v):
return 'color: red;' if v < 0 else None
# Unexpected addition of H:M:S to date column
df.style.applymap(f, subset='Value')
# Specify desired date format
df.style.applymap(f, subset='Value').format({'Date': '{:%Y-%m-%d}'}))
Remove time in date format in Python
You can use strftime
to convert back in the format you need :
import datetime
s = "20200113"
temp = datetime.datetime.strptime(s, '%Y%m%d')
# 2020-01-13 00:00:00
final = temp.strftime('%Y-%m-%d')
print(final)
# 2020-01-13
Removing the timestamp from a datetime in pandas dataframe
You can do the following:
dfST['timestamp'] = pd.to_datetime(dfST['timestamp'])
to_datetime()
will infer the formatting of the date column. You can also pass errors='coerce'
if the column contains non-date values.
After completing the above, you'll be able to create a new column containing only date values:
dfST['new_date_column'] = dfST['timestamp'].dt.date
Remove timestamp and url from string python
Maybe:
patterns = [r"\w{3} \w{3} \d{2} \d{2}:\d{2}:\d{2} \d{4}\s*", #sun aug 19 13:02:10 2018
r"\w{3}, \d{2} \w{3} \d{4} \d{2}:\d{2}:\d{2} \w{2}\s*", #Sun, 19 Aug 2018 13:02:08 ET
r":\s*([\da-zA_Z]+\/)+([a-zA-Z0-9\.]+)", #URL
r"([a-zA-Z_!]+)[\.!_]\d+:\s*", #word[._!]number:>=0space
r":\d+",
"[/':,${}\[\]]" #punctuations
]
s = mystr
for p in patterns:
s = re.sub(p,'', s)
s = s.strip()
print(s)
Output:
hello please connect to the local host
hello not able to find the file
Base url for file_transfer is
var1=
responseCode = 400
responseDate =
responseContent = ABC
Error performing action failed with error code 400
How to remove timestamp from date without converting to character string
Don't divide by 365 as a year does not always have 365 days. Use the MONTHS_BETWEEN
function and divide by 12:
Select ca.CUSTOMID,
ca.SUBMITDATE,
pe.DATEARRIVED,
MONTHS_BETWEEN( ca.SUBMITDATE, pe.DATEARRIVED )/ 12 AS Years_In_Country
FROM CURUM.CLASS ca
LEFT JOIN CURUM.PERSON pe
ON ca.CUSTOMID = pe.CUSTOMID
db<>fiddle here
How to remove timestamp from date without converting to character string
This question does not make sense. In Oracle, a DATE
data type always has year, month, day, hours, minutes and seconds components and a TIMESTAMP
data type has the same with optional fractional seconds and time zone components. Also, they are both binary data formats (consisting of 7 bytes for a DATE
and 7 bytes for a TIMESTAMP(0)
through to 20 bytes for a TIMESTAMP(9) WITH TIME ZONE
) and, as such, neither have any format associated with them.
If you want to remove the "time" component from a DATE
or a TIMESTAMP
then you need to convert them to a different data type that can display formatted date information; that data type would be a string.
So, if you want it to be a DATE
or TIMESTAMP
data type then it will have a "time" component and if you don't want it to be have a "time" component then it will be a string.
If by "remove" you mean that you want to set the "time" component to midnight then just use the TRUNC
function and the value will be cast to a DATE
data type where the time components are at midnight. The NLS_DATE_FORMAT
of the session you are using may be set to not show the time component of a DATE
data type but it will still exist.
If you want to format the value without a time component then use TO_CHAR( your_column, 'YYYY-MM-DD' )
to convert it to a formatted string.
Pandas, removing timestamp from datetime column using dt.date or dt.strftime converts column to dtype: object
IMO there is no issue here:
s = pd.to_datetime(pd.Series(['2021-02-01 00:00:00']))
s
# 0 2021-02-01
# dtype: datetime64[ns]
And indeed, the displayed type is "object":
s.dt.date
# 0 2021-02-01
# dtype: object
But this doesn't mean much, the type is really datetime.date
:
type(s.dt.date[0])
# datetime.date
remove timestamp from string that has date & time - c#
If the string is always going to be in the format you showed (date - blank space - time) you could simply do:
String dateTime = "1/15/2017 12:00:00 AM";
int index = dateTime.indexOf(" "); // gets index of first occurrence of blank space, which in this case separates the date from the time.
dateTime = dateTime.subString(0, index);
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