Consider this: analysing data and running Python scripts is as relaxing as conversing with a friend. That is exactly what ChatGPT Advanced Data Analysis provides.
With new features and expanded capabilities, the AI-powered tool streamlines data analysis tasks, making it accessible to both experienced professionals and beginners. Prepare to discover the potential of this new plugin and how it can transform the way you manage data with no coding necessary.
Introduction
The ChatGPT Advanced Data Analysis software expands on the previous ChatGPT Code Interpreter by adding additional features such as image interpretation, enhanced code interpretation, and advanced data analysis capabilities, allowing users to analyse data more effectively. Since July 2023, the software has been available to all ChatGPT Plus users, including ChatGPT enterprise clients.
ChatGPT’s comprehensive data analysis capabilities enable detailed study of data sets, offering useful insights such as customer attrition rates, charge distribution, and client demographics. ChatGPT Advanced Data Analysis uses the Python programming language to do mathematical operations, analyse data, upload and download files, and read Python code.
Using Advanced Analysis Plugin
Accessing the Advanced Data Analysis extension requires a ChatGPT Plus subscription, whether you work alone or as part of a team. Previously, users had to “activate” the plugin, however it is now freely available within the same multi-modal GPT-4 starting November 6th, 2023.
The extension is compatible with a variety of file formats, making it easier for users to work with raw data in different structures. It provides various benefits to sponsored search marketers, including quick and effective implementation without the need for substantial mathematics or Excel knowledge, making it suitable for data analysts of all skill levels.
Please be aware that the addon is sometimes referred to as “Code Interpreter”. OpenAI has not yet decided on a single name for the expansion.
What file types CHAT GPT supports?
| Text | .txt, .csv, .json, .xml, etc. |
| Image | .jpg, .png, .gif, etc. |
| Document | .pdf, .docx, .xlsx, .pptx, etc. |
| Code | .py, .js, .html, .css, etc. |
| Data | .csv, .xlsx, .tsv, .json, etc. |
| Audio | .mp3, .wav, etc. |
| Video | .mp4, .avi, .mov, etc. |
Image recognition
The new image recognition engine in ChatGPT Advanced Data Analysis can read text, recognise symbols, and scan sheets. This code interpreter tool enables users to detect items, categorise photographs, and extract useful data insights from visual data.
GPT-4, with its most recent capabilities, fulfils OpenAI’s initial promise of creating code from a picture. This innovation opens up new possibilities, such as converting a serviette sketch into a complete website, reproducing a landing page from a screenshot, or generating an animation from a gif or mp4 file. A significant feature, especially for educators and parents, is the capability to describe any image comprehensively. ChatGPT possesses the ability to interpret all the elements within an image and articulate them in textual form. Users can adjust the prompt’s depth according to their preferences, ranging from a simplified explanation akin to “explain like I’m 5” to a detailed narrative suitable for a scientific paper.
Data Manipulation with Natural Language Processing
The ability of ChatGPT Advanced Data Analysis to alter data using natural language processing is one of its most exciting features. This makes data refinement more efficient and accessible while enabling users to express commands or searches in a natural way. After that, ChatGPT interprets these inputs and provides relevant answers in line with that.
This novel method of manipulating data creates new opportunities for inexperienced data analysts as well as seasoned analysts.
Better Data Visualisation and Interpretation
ChatGPT Advanced Data Analysis presents enhanced data visualization capabilities, facilitating the identification of patterns, trends, and anomalies within datasets. This functionality mirrors the features of Chat Explore & Chat Data Prep by Akkio, providing a contained environment that safeguards your data.
In response to advanced data analysis inquiries, the tool conducts error checking and outlier detection, ensuring the precision and reliability of the analyzed data.
This adaptable tool accommodates the analysis of various reports across diverse datasets, including Google Ads and Google Analytics data, offering significant value to businesses seeking to refine their marketing strategies. Whether the aim is to bolster SEO endeavors, optimize social media campaigns, or enhance PPC performance, ChatGPT Advanced Data Analysis is a valuable resource.
It’s important to note that ChatGPT does not retain data indefinitely. Consequently, users may not be able to access images uploaded more than 20 days prior or datasets exceeding certain undisclosed size limits, potentially affecting workflow efficiency.
Building Graphs
While ChatGPT Advanced Data Analysis lacks support for live data and permanent data storage, it excels in generating diverse types of graphs essential for data visualization. This functionality empowers users to gain deeper insights into their datasets through visually compelling representations including:
- Scatter plots
- Heatmaps
- Bar charts
- Line graphs
- Pie charts
- Histograms
- Box plots
- Area charts
These graphical depictions serve as invaluable tools for conducting exploratory data analysis, facilitating quick identification of trends, patterns, and correlations within the data. Such insights enable users to make informed decisions and enhance overall performance effectively.