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4.6 out of 5

pandas python Reviews & Product Details - Page 9

pandas python Overview

What is pandas python?

pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.

pandas python Details
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Product Description

pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.


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pandas python

Description

Pandas is a powerful and widely-used open-source data analysis and manipulation library for Python. It provides data structures such as DataFrame and Series, which facilitate the handling of structured data with ease and efficiency. Pandas offers tools for data cleaning, aggregation, and transformation, making it essential for data science and engineering tasks. The library is highly optimized for performance and works seamlessly with other data-centric Python libraries like NumPy and Matplotlib.

Recent pandas python Reviews

Shaik Aleem Ur R.
SR
Shaik Aleem Ur R.Enterprise (> 1000 emp.)
5.0 out of 5
"Reviewing Panda python as user and integration"
Usability and Graphical representation of various data sets
Kush R.
KR
Kush R.Enterprise (> 1000 emp.)
4.5 out of 5
"Good data processing library"
It has multiple functions for dataset processing
Verified User
U
Verified UserEnterprise (> 1000 emp.)
5.0 out of 5
"Python Pandas"
- Ease of use - Ease of Implementation - Ease of Integration - Versatility - Updated library

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93 pandas python Reviews

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93 pandas python Reviews
4.6 out of 5
93 pandas python Reviews
4.6 out of 5

pandas python Pros and Cons

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Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
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Nikhil G.
NG
Part Time Trainer
Mid-Market(51-1000 emp.)
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What do you like best about pandas python?

Best Package for Predicting the outcomes and Visualizing data , ease implementation of functions in python Review collected by and hosted on G2.com.

What do you dislike about pandas python?

It lags in terms of accuracy where Programming Languages like R gives best result in terms of accuracy Review collected by and hosted on G2.com.

Recommendations to others considering pandas python:

R Programming Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

We have done Time Series Analysis on retail data set using pandas. Review collected by and hosted on G2.com.

Verified User in Higher Education
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Enterprise(> 1000 emp.)
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What do you like best about pandas python?

It has the best, most straightforward functions for data analysis and visual representation Review collected by and hosted on G2.com.

What do you dislike about pandas python?

There is ALOT to learn here. To be an expert in pandas you need months and months of training and using it Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Data cleaning, merging, analysis, and representation Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
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What do you like best about pandas python?

Using pandas we can easily load data's and work with the datas Review collected by and hosted on G2.com.

What do you dislike about pandas python?

Sometimes CSV file data files extraction is little confusable Review collected by and hosted on G2.com.

Recommendations to others considering pandas python:

Good package to work on data sets Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Data analytics Review collected by and hosted on G2.com.

Verified User in Computer Software
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What do you like best about pandas python?

Ease of usage and wide popularity with open source support Review collected by and hosted on G2.com.

What do you dislike about pandas python?

It's a little difficult to understand till you get hands on with it Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Graph analysis on large data sets Review collected by and hosted on G2.com.

Verified User in E-Learning
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Small-Business(50 or fewer emp.)
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What do you like best about pandas python?

Pandas library in python let's you work with your data in a data frame. It let's you play with the data and is an important library for data wrangling and data munging. Review collected by and hosted on G2.com.

What do you dislike about pandas python?

It can only deal majorly with data frames. You'll have to import other libraries like numpy for any kind of arethmetic. However, it gets your basic work done. Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

I've worked on many projects using pandas. It is almost in every Notebook and helps me clean my data in any project. Review collected by and hosted on G2.com.

Morgan S.
MS
Advisory Services - Consultant
Financial Services
Mid-Market(51-1000 emp.)
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What do you like best about pandas python?

I like the flexibility in the use cases for my job. Many times I have to pivot and change on demand codes based on cross functional feedback. Review collected by and hosted on G2.com.

What do you dislike about pandas python?

Color schemes that are more dark. Overall the product is great and we use it multiple times daily. Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

This allows me to manipulated large data frames and run statistical analysis. This provides process improvement to talk a manual excel report into a few minutes of work. Review collected by and hosted on G2.com.

Verified User in Computer Hardware
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What do you like best about pandas python?

Pandas is a python library that is easily usable to do statistic analysis on large data sets. It lets you create tables with windows and time series that you can apply functions on to get the details that you need. The documentation is fairly well written. Review collected by and hosted on G2.com.

What do you dislike about pandas python?

Some of the concepts are difficult to grasp and it does take some time to set up. You need to be familiar with mathematical and statistical concepts for some of the usage. Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Pandas is used to manipulate small to medium sized data easily. It can also be used with larger data sets in conjunction with a database. Review collected by and hosted on G2.com.

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What do you like best about pandas python?

Simplicity and built in modules with many libraries Review collected by and hosted on G2.com.

What do you dislike about pandas python?

Nothing as of now but may have more gui features Review collected by and hosted on G2.com.

Recommendations to others considering pandas python:

Try it once Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Easy solutions for customers Review collected by and hosted on G2.com.

Verified User in Education Management
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What do you like best about pandas python?

Pandas is a great module to work with in Python. It provides you with structures and data analysis tools for python programming. Review collected by and hosted on G2.com.

What do you dislike about pandas python?

Only some specific commands can be run through this library. You need to import various different libraries to be able to use python properly. Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Pandas provides me with basic functions that I can execute with my data sets. It helps in cleaning, wrangling and munging the data. Review collected by and hosted on G2.com.

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What do you like best about pandas python?

Easy to use with large datasets in Python, easy to setup with Anaconda Review collected by and hosted on G2.com.

What do you dislike about pandas python?

Pandas is very versatile, there is really nothing to "not like" about Pandas Review collected by and hosted on G2.com.

What problems is pandas python solving and how is that benefiting you?

Streamline data analysis with large datasets. Review collected by and hosted on G2.com.