test/unit-tests

plotsense.egg-info/PKG-INFO

@@ -1,10 +1,11 @@
 Metadata-Version: 2.4
 Name: plotsense
-Version: 0.1.0
+Version: 0.1.3
 Summary: An intelligent plotting package with suggestions and explanations
-Author-email: Christian Chimezie <chimeziechristiancc@gmail.com>
-License: MIT
-Project-URL: Homepage, https://github.com/christianchimezie/PlotSenseAI
+Home-page: https://github.com/christianchimezie/PlotSenseAI
+Author: Christian Chimezie, Toluwaleke Ogidan, Grace Farayola, Amaka Iduwe, Nelson Ogbeide, Onyekachukwu Ojumah, Olamilekan Ajao
+Author-email: chimeziechristiancc@gmail.com, gbemilekeogidan@gmail.com, gracefarayola@gmail.com, nwaamaka_iduwe@yahoo.com, Ogbeide331@gmail.com, Onyekaojumah22@gmail.com, olamilekan011@gmail.com
+License: Apache License 2.0
 Project-URL: Documentation, https://github.com/christianchimezie/PlotSenseAI/blob/main/README.md
 Classifier: Development Status :: 3 - Alpha
 Classifier: Intended Audience :: Science/Research
@@ -21,11 +22,28 @@ Requires-Python: >=3.8
 Description-Content-Type: text/markdown
 License-File: LICENCE
 License-File: NOTICE
-Requires-Dist: matplotlib>=3.0
+Requires-Dist: matplotlib>=3.8.0
 Requires-Dist: seaborn>=0.11
 Requires-Dist: pandas>=1.0
 Requires-Dist: numpy>=1.18
+Requires-Dist: python-dotenv
+Requires-Dist: groq
+Requires-Dist: anthropic
+Requires-Dist: openai
+Requires-Dist: google-genai
+Requires-Dist: requests
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: description-content-type
+Dynamic: home-page
+Dynamic: license
 Dynamic: license-file
+Dynamic: project-url
+Dynamic: requires-dist
+Dynamic: requires-python
+Dynamic: summary
 
 # 🌟 PlotSense: AI-Powered Data Visualization Assistant
 
@@ -51,7 +69,7 @@ pip install plotsense
 
 ```bash
 import plotsense as ps
-from plotsense import recommender, generate_plot, explainer, 
+from plotsense import recommender, plotgen, explainer
 ```
 ### 🔐 Authenticate with Groq API:
 Get your free API key from Groq Cloud https://console.groq.com/home
@@ -82,15 +100,38 @@ print(suggestions)
 ```
 ### 📊 Sample Output:
 
-![alt text](suggestions_table.png)
+![alt text](image.png)
 
 🎛️ Want more suggestions?
 
 ``` bash
 suggestions = ps.recommender(df, n=10)  
 ```
 
-### 🧾 2. AI-Powered Plot Explanation
+### 📈 2. One-Click Plot Generation
+Generate recommended charts instantly:
+
+```bash
+plot1 = ps.plotgen(df, suggestions.iloc[0]) # This will plot a bar chart with variables 'survived', 'pclass'
+plot2 = ps.plotgen(df, suggestions.iloc[1]) # This will plot a bar chart with variables 'survived', 'sex'
+plot3 = ps.plotgen(df, suggestions.iloc[2]) # This will plot a histogram with variable 'age'
+```
+🎛️ Want more control?
+
+``` bash
+plot1 = ps.plotgen(df, suggestions.iloc[0], x='pclass', y='survived') 
+```
+Supported Plots
+- scatter
+- bar
+- barh
+- histogram
+- boxplot
+- violinplot
+- pie
+- hexbin
+
+### 🧾 3. AI-Powered Plot Explanation
 Turn your visualizations into stories with natural language insights:
 
 ``` bash
@@ -103,15 +144,22 @@ print(explanation)
 - Custom Prompts: You can provide your own prompt to guide the explanation
 
 ``` bash
-explanation = refine_plot_explanation(
+explanation = explainer(
     fig,
     prompt="Explain the key trends in this sales data visualization"
 )
 ```
 - Multiple Refinement Iterations: Increase the number of refinement cycles for more polished explanations:
 
 ```bash  
-explanation = refine_plot_explanation(fig, iterations=3)  # Default is 2
+explanation = explainer(fig, max_iterations=3)  # Default is 2
+```
+
+## 🔄 Combined Workflow: Suggest → Plot → Explain
+``` bash
+suggestions = ps.recommender(df)
+plot = ps.plotgen(df, suggestions.iloc[0])
+insight = ps.explainer(plot)
 ```
 
 ## 🤝 Contributing
@@ -131,13 +179,15 @@ We welcome contributions!
 - More model integrations
 - Automated insight highlighting
 - Jupyter widget support
+- Features/target analysis
+- More supported plots
 
 ### 📥 Install or Update
 ``` bash
 pip install --upgrade plotsense  # Get the latest features!
 ```
 ## 🛡 License
-MIT License (Open Source)
+Apache License 2.0
 
 ## 🔐 API & Privacy Notes
 - Your API key is securely held in memory for your current Python session.
@@ -146,3 +196,12 @@ MIT License (Open Source)
 
 Let your data speak—with clarity, power, and PlotSense.
 📊✨
+
+## Your Feedback
+[Feedback Form](https://forms.gle/QEjipzHiMagpAQU99)
+
+
+
+
+
+

plotsense.egg-info/SOURCES.txt

@@ -1,3 +1,5 @@
+LICENCE
+NOTICE
 README.md
 pyproject.toml
 setup.py
@@ -10,6 +12,24 @@ plotsense.egg-info/top_level.txt
 plotsense/explanations/__init__.py
 plotsense/explanations/explanations.py
 plotsense/plot_generator/__init__.py
+plotsense/plot_generator/base_generator.py
+plotsense/plot_generator/basic_generator.py
 plotsense/plot_generator/generator.py
+plotsense/plot_generator/helpers.py
+plotsense/plot_generator/registry.py
+plotsense/plot_generator/smart_generator.py
+plotsense/plot_generator/plots/__init__.py
+plotsense/visual_suggestion/__init__.py
 plotsense/visual_suggestion/suggestions.py
-plotsense/visual_suggestion/__init__.py
+plotsense/visual_suggestion/recommender/__init__.py
+plotsense/visual_suggestion/recommender/dataframe_analyzer.py
+plotsense/visual_suggestion/recommender/ensemble_scorer.py
+plotsense/visual_suggestion/recommender/prompt_builder.py
+plotsense/visual_suggestion/recommender/response_parser.py
+plotsense/visual_suggestion/recommender/visualization_recommender.py
+test/__init__.py
+test/my_ptce_test.py
+test/my_test.py
+test/test_explanations.py
+test/test_plotgen.py
+test/test_suggestions.py

plotsense.egg-info/requires.txt

@@ -1,4 +1,10 @@
-matplotlib>=3.0
+matplotlib>=3.8.0
 seaborn>=0.11
 pandas>=1.0
 numpy>=1.18
+python-dotenv
+groq
+anthropic
+openai
+google-genai
+requests

plotsense.egg-info/top_level.txt

@@ -1 +1,2 @@
 plotsense
+test

plotsense/__init__.py

@@ -1,3 +1,3 @@
 from plotsense.visual_suggestion.suggestions import recommender, VisualizationRecommender
-from plotsense.explanations.explanations import explainer,PlotExplainer
-from plotsense.plot_generator.generator import plotgen, PlotGenerator
+from plotsense.explanations.explanations import explainer, PlotExplainer
+from plotsense.plot_generator.generator import plotgen, BasicPlotGenerator, SmartPlotGenerator