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pandas python
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pandas python
93 pandas python Reviews
4.6 out of 5
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AA
abdal A.
Mid-Market(51-1000 emp.)
What do you like best about pandas python?
Pandas is easy use,
can handle tabular data efficiently
very fast. Review collected by and hosted on G2.com.
What do you dislike about pandas python?
it is in memory operations so it takes more memory and needs high configuration for the operations Review collected by and hosted on G2.com.
VA
Vandana A.
Project Manager & Web Developer
Enterprise(> 1000 emp.)
Rating Updated ()
Original
UI
Verified User in Internet
Enterprise(> 1000 emp.)
What do you like best about pandas python?
Pandas used with Python is extremely intuitive, easy to use, robust, dealing with data-frames is simple, data subsetting and filtering features are cool, can support quite a large number of rows, very easy to learn with a large number of examples available online. Review collected by and hosted on G2.com.
What do you dislike about pandas python?
- Panda only handles results that can fit in the memory, it can be a limitation sometimes.
- Though the documentation is largely available, it is sparse.
- Low performance and long runtime when you’re dealing with very large data sets. Review collected by and hosted on G2.com.
VP
Vikas P.
Associate System Engineer
Small-Business(50 or fewer emp.)
What do you like best about pandas python?
Pandas is by far one of the best open source Python libraries for Data manipulation and analysis. Pandas Data structure called Dataframe. I am truly in love with the Dataframe. It is really easy, data visualization is awesome, data frames are really fast in performance and many more such amazing features. Review collected by and hosted on G2.com.
What do you dislike about pandas python?
I am a huge Pandas fan, there is nothing I dislike about it. Review collected by and hosted on G2.com.
RP
Raghuvar P.
Big Data Developer & AWS Certified Solution Architect
Small-Business(50 or fewer emp.)
What do you like best about pandas python?
I am literally in love with Pandas, just like I love panda animals.
Pandas provide excellent data structure(dataframe) for manipulation, analysing and cleaning the data.
It supports data in any format and give us in a nice table like structure. With the Dataframe you can manipulate data however you want. The plotting of data also becomes easier, to apply some statistics on data such as mean, standard deviation etc are just one line code.
Converting the datarame into csv, excel, json is super easy.
It makes life very very easier of Machine Learning and Data Science developers. Review collected by and hosted on G2.com.
What do you dislike about pandas python?
Honestly, I love pandas there is nothing I dislike about it. It's just for smaller data you might want to use Python list or dictionary. Review collected by and hosted on G2.com.
UI
Verified User in Information Technology and Services
Mid-Market(51-1000 emp.)
What do you like best about pandas python?
Ease of use in implementing pandas inside of python. I prefer using in anaconda package. Review collected by and hosted on G2.com.
What do you dislike about pandas python?
It takes some getting used to the syntax and online documentation is a bit lacking. Review collected by and hosted on G2.com.
UT
Verified User in Telecommunications
Enterprise(> 1000 emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about pandas python?
It is the best to package available in python for reading the CSV, EXCEL or other files, It provides the rich options to manipulate your data. Review collected by and hosted on G2.com.
What do you dislike about pandas python?
Visualization of the data can be improved in the new version of the pandas. Review collected by and hosted on G2.com.
UR
Verified User in Research
Mid-Market(51-1000 emp.)
What do you like best about pandas python?
Python Pandas is suitable for multiple different data editing and manipulation tasks Review collected by and hosted on G2.com.
What do you dislike about pandas python?
There is a huge number of different options that sometimes need to be defined. Review collected by and hosted on G2.com.
DA
Dilshad A.
ML Engineer
Computer Software
Small-Business(50 or fewer emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about pandas python?
It is an easy to use big data handler. I recommend it to all the data mining students and pros... Review collected by and hosted on G2.com.
What do you dislike about pandas python?
Sometimes it works slower due to high memory consumption Review collected by and hosted on G2.com.
UT
Verified User in Telecommunications
Enterprise(> 1000 emp.)
What do you like best about pandas python?
Pandas requires less scripting as it as various inbuilt functions.
It has an excellent ways for representating the data Review collected by and hosted on G2.com.
What do you dislike about pandas python?
Pandas is very complex to learn and it has very poor documentation and very difficult syntax Review collected by and hosted on G2.com.
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