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Data preprocessing #95
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Ok, what's your objective ?
…On Thu, Mar 2, 2023, 15:58 amira-yahlali ***@***.***> wrote:
I'm trying to clean my data and do some preprocessing but i don't have
much understanding of the Columns if the zero in them are normal or missing
values i'm using the dataset cic-collection on kaggle if any expert would
help i'd be much thankful
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I just need an understanding of what the columns represent and if the null value in each columns is a normal value or is it a missing value i'm trying to preprocess my data and like minimize it |
columns represent and if the
null value in each columns is a normal value
or is it a missing value need to see your data to identify theses points ?
i'm trying to preprocess
On Thu, Mar 2, 2023 at 6:07 PM amira-yahlali ***@***.***>
wrote:
… Ok, what's your objective ?
On Thu, Mar 2, 2023, 15:58 amira-yahlali *@*.***> wrote:
I'm trying to clean my data and do some preprocessing but i don't have
much understanding of the Columns if the zero in them are normal or missing
values i'm using the dataset cic-collection on kaggle if any expert would
help i'd be much thankful
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#95
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I just need an understanding of what the columns represent and if the null
value in each columns is a normal value or is it a missing value i'm trying
to preprocess my data and like minimize it
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My data is the cic-ids-collection on kaggle using class label as target dropping label and the rest is features i'd love to send you my notebook directly to make it easier for you |
Hi, |
see brother, if u want to remove the columns having all the null values/missing values you can use : data.drop(colums=[' ',' ' ] , inplace=true) in order to remove those columns if u want to check the columns with number of non null values you can use data.info() to have precise understanding for the data . if order to check the outliers in the data you can use seaborn library and import pairplot fucntion i.e seaborn.pairplot in oder to have graph depicting the outliers . Regards |
Hello
Thanks for reaching out the problem has been fixed thank you for
consideration.
Best regards
…On Mon, Aug 12, 2024, 06:21 Heerak kashyap ***@***.***> wrote:
I'm trying to clean my data and do some preprocessing but i don't have
much understanding of the Columns if the zero in them are normal or missing
values i'm using the dataset cic-collection on kaggle if any expert would
help i'd be much thankful
see brother, if u want to remove the columns having all the null
values/missing values you can use : data.drop(colums=[' ',' ' ] ,
inplace=true) in order to remove those columns
if u want to check the columns with number of non null values you can use
data.info() to have precise understanding for the data .
if order to check the outliers in the data you can use seaborn library and
import pairplot fucntion i.e seaborn.pairplot in oder to have graph
depicting the outliers .
Regards
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I'm trying to clean my data and do some preprocessing but i don't have much understanding of the Columns if the zero in them are normal or missing values i'm using the dataset cic-collection on kaggle if any expert would help i'd be much thankful
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