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Survey Monkey VS Pandas

Compare Survey Monkey VS Pandas and see what are their differences

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Survey Monkey logo Survey Monkey

Create and publish online surveys in minutes, and view results graphically and in real time. SurveyMonkey provides free online questionnaire and survey software.

Pandas logo Pandas

Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
  • Survey Monkey Landing page
    Landing page //
    2023-10-10
  • Pandas Landing page
    Landing page //
    2023-05-12

Survey Monkey features and specs

  • Ease of Use
    SurveyMonkey offers an intuitive interface that allows users to create surveys quickly and easily, even without technical expertise.
  • Variety of Templates
    The platform provides a wide range of customizable survey templates, which can save time and ensure a professional look.
  • Advanced Analytics
    Powerful analytics tools that help users interpret data through charts, graphs, and other visualization methods.
  • Integration Capabilities
    SurveyMonkey integrates with various third-party tools and services like Google Drive, Mailchimp, and Salesforce, enhancing its usability across different platforms.
  • Mobile-Friendly
    Surveys created on SurveyMonkey are optimized for mobile devices, ensuring good performance and compatibility for respondents using smartphones or tablets.
  • Survey Logic
    Features such as skip logic, randomization, and piping help create more customized and targeted surveys.
  • 24/7 Customer Support
    SurveyMonkey provides round-the-clock customer support to assist users with any issues or queries.

Possible disadvantages of Survey Monkey

  • Cost
    The free version has limitations, and features like advanced analytics, skip logic, and white labeling require a paid subscription, which can be pricey.
  • Limited Customization
    While SurveyMonkey offers various templates and themes, the customization options can be somewhat restrictive compared to other platforms.
  • Data Ownership
    There are some concerns regarding data privacy and ownership, as SurveyMonkey retains certain rights over the data collected using their platform.
  • Response Limitations
    The free plan has limitations on the number of responses you can collect, which can be restrictive for larger surveys.
  • Complex Survey Structures
    Creating highly complex surveys with extensive logic and branching can be cumbersome and sometimes requires a steep learning curve.
  • Branding Restrictions
    The free and lower-tier plans include SurveyMonkey branding on the surveys, which may not look professional for business purposes.
  • Export Limitations
    Exporting data, especially to more advanced formats, is generally restricted to higher-tier paid plans.

Pandas features and specs

  • Data Wrangling
    Pandas offers robust tools for manipulating, cleaning, and transforming data, making it easier to prepare data for analysis.
  • Flexible Data Structures
    Pandas provides two primary data structures: Series and DataFrame, which are flexible and offer powerful capabilities for handling various types of datasets.
  • Integration with Other Libraries
    Pandas integrates seamlessly with other Python libraries such as NumPy, Matplotlib, and SciPy, facilitating comprehensive data analysis workflows.
  • Performance with Data Size
    For data sizes that fit into memory, Pandas performs excellently with operations and computations being highly optimized.
  • Rich Feature Set
    Pandas provides a wide array of functionalities, including but not limited to group-by operations, merging and joining data sets, time-series functionality, and input/output tools.
  • Community and Documentation
    Pandas has a strong community and extensive documentation, offering a wealth of tutorials, examples, and support for new and experienced users alike.

Possible disadvantages of Pandas

  • Memory Consumption
    Pandas can become memory inefficient with very large datasets because it relies heavily on in-memory operations.
  • Single-threaded
    Many Pandas operations are single-threaded, which can lead to performance bottlenecks when handling very large datasets.
  • Steep Learning Curve
    For users who are new to data analysis or Pandas, there can be a steep learning curve due to its extensive capabilities and complex syntax at times.
  • Less Suitable for Real-time Analytics
    Pandas is not designed for real-time analytics and is better suited for batch processing due to its in-memory operations and single-threaded nature.
  • Error Handling
    Error messages in Pandas can sometimes be cryptic and hard to interpret, making debugging a challenge for users.

Survey Monkey videos

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Pandas videos

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Ozzy Man Reviews: Pandas

More videos:

  • Review - Ozzy Man Reviews: PANDAS Part 2
  • Review - Trash Pandas Review with Sam Healey

Category Popularity

0-100% (relative to Survey Monkey and Pandas)

Survey Monkey

Pandas

Surveys
100 100%
Surveys
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
Forms And Surveys
100 100%
Forms And Surveys
0% 0
Data Science Tools
0 0%
Data Science Tools
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Survey Monkey and Pandas

Survey Monkey Reviews

10 SurveyMonkey Alternatives and Competitors in 2024
This alternative to SurveyMonkey offers professionally designed templates, customizable options, and personalized Nudges that blend seamlessly with your branding. Their targeted surveys yield more valuable responses than email surveys, as they capture users in the moment. You have complete control over when and whom the survey targets, allowing for feedback collection at...
Source: clickup.com
9 Survey Monkey Alternatives for Your 2024 Market Research
We’ve already laid out the central features of Survey Monkey, but what exactly makes it one of the best choices for data collection and market research? Here are several reasons why you might pick Survey Monkey:
Source: www.fullsession.io
10 Better Alternatives to Survey Monkey for Comprehensive Data Collection
Medallia is a compelling alternative to Survey Monkey, especially for enterprises looking to gain a comprehensive understanding of customer experiences and feedback. Its extensive feedback collection options, advanced analytics, and focus on actionable insights make it an invaluable tool for businesses striving to enhance customer satisfaction and loyalty. While Medallia...
Source: www.zoho.com
Top 5 Alternatives To SurveyMonkey: List of Top Survey Software Competitors
If you are looking for SurveyMonkey alternatives then we have prepared a list of reliable solutions that you can try out instead. This article details the main features and benefits of SurveyMonkey and five good alternatives. We also compare their pricing schemes and integration options for your benefit.
Source: financesonline.com
SurveyMonkey Competitors and Alternatives – 7 of the Best
AskNicely is survey software with a very defined purpose: helping companies improve customer satisfaction based on the Net Promoter Score (NPS). Boasting a 38-percent response rate, this SurveyMonkey alternative leverages connections that allow users to integrate surveys into software they already use to reach out to and learn from customers.
Source: www.fieldboom.com

Pandas Reviews

25 Python Frameworks to Master
Pandas is a powerful and flexible open-source library used to perform data analysis in Python. It provides high-performance data structures (i.e., the famous DataFrame) and data analysis tools that make it easy to work with structured data.
Source: kinsta.com
Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
When it comes to ETL, you can do almost anything with Pandas if you're willing to put in the time. Plus, pandas is extraordinarily easy to run. You can set up a simple script to load data from a Postgre table, transform and clean that data, and then write that data to another Postgre table.
Source: www.xplenty.com

Social recommendations and mentions

Based on our record, Pandas seems to be a lot more popular than Survey Monkey. While we know about 219 links to Pandas, we've tracked only 9 mentions of Survey Monkey. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Survey Monkey mentions (9)

  • In-app surveys for React Native Apps
    Let's talk about the big 2 first: Typeform and SurveyMonkey. - Source: dev.to / over 1 year ago
  • [iOS] Pro-tip: if the fill password prompt is not automatically showing up on websites/apps on your iPhone, make sure to include "https://" before the URI.
    For example, instead of setting your URI for SurveyMonkey to surveymonkey.com, you should instead set it to https://surveymonkey.com. Source: almost 2 years ago
  • I’ve been nominated as chair of the Landscaping Committee… what advice do you have?
    After that's all clear, I'd survey the HOA (surveymonkey.com) and create some type of chart (maybe a importance/performance grid) showing where residents feel the most help is currently needed in terms of landscaping. Your team can then work from there. Source: about 3 years ago
  • Is the Use of Social Media Addictive?
    The primary research for this will be carried out by creating a survey through surveymonkey.com and the information collated will be compared with my secondary research and a conclusion will be formed. Source: over 3 years ago
  • What is your job and how much do you get paid?
    Hey eveyone, can you take a minute and take this? I am doing a course in UX Design and I have to do some surveys like this. So if you could help me out, please take this survey and then let me know what you think. https://www.surveymonkey.com/r/WCW2Y2W Anonymous Job Survey Surveymonkey.com. Source: over 3 years ago
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Pandas mentions (219)

  • Top Programming Languages for AI Development in 2025
    Libraries for data science and deep learning that are always changing. - Source: dev.to / 22 days ago
  • How to import sample data into a Python notebook on watsonx.ai and other questions…
    # Read the content of nda.txt Try: Import os, types Import pandas as pd From botocore.client import Config Import ibm_boto3 Def __iter__(self): return 0 # @hidden_cell # The following code accesses a file in your IBM Cloud Object Storage. It includes your credentials. # You might want to remove those credentials before you share the notebook. Cos_client = ibm_boto3.client(service_name='s3', ... - Source: dev.to / about 1 month ago
  • How I Hacked Uber’s Hidden API to Download 4379 Rides
    As with any web scraping or data processing project, I had to write a fair amount of code to clean this up and shape it into a format I needed for further analysis. I used a combination of Pandas and regular expressions to clean it up (full code here). - Source: dev.to / about 1 month ago
  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 3 months ago
  • Sample Super Store Analysis Using Python & Pandas
    This tutorial provides a concise and foundational guide to exploring a dataset, specifically the Sample SuperStore dataset. This dataset, which appears to originate from a fictional e-commerce or online marketplace company's annual sales data, serves as an excellent example for learning and how to work with real-world data. The dataset includes a variety of data types, which demonstrate the full range of... - Source: dev.to / 9 months ago
View more

What are some alternatives?

When comparing Survey Monkey and Pandas, you can also consider the following products

Typeform - Create beautiful, next-generation online forms with Typeform, the form & survey builder that makes asking questions easy & human on any device. Try it FREE!

NumPy - NumPy is the fundamental package for scientific computing with Python

Google Forms - Simple web forms from Google.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Qualtrics - Qualtrics is the most trusted research platform, helping brands make crucial business decisions. From surveys to insights to action.

OpenCV - OpenCV is the world's biggest computer vision library

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