Open
Conversation
Signed-off-by: Jainy13 <71789932+Jainy13@users.noreply.github.com>
…nshi Overview: This pull request includes the addition of various outputs from the correlation study, including: CSV and JSON files for the processed sensor data (both simple and complex datasets). Visualizations saved as PNG files, which include: Rolling correlation between sensor 1 and sensor 2. Explained variance from PCA. Correlation heatmap between sensor 1 and sensor 2. Anomalies in sensor readings using z-scores. The Jupyter notebook containing the code (correlation_devanshi.ipynb) was also updated with these visualisations and saved outputs. Purpose: These outputs and visualisations will help the web team use the prepared sensor data in their desired formats, and the plots will assist in understanding the correlations and anomalies in the sensor data.
I had done correlation analysis in jupyter notebook so I am uploading my ipynb file. Signed-off-by: 224096029 <168412043+224096029@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
…ent Platform.pdf to dockument for web/Software Requirements Specification (SRS) for IoT Data Management Platform.pdf Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
…ent Platform.pdf to documents for web team/Software Requirements Specification (SRS) for IoT Data Management Platform.pdf Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
… for web team/User Stories for IoT Data Management Platform.pdf Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
…cuments for web team /Collaborating with GitHub for Frontend Projects (1).pptx Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
Signed-off-by: srii03 <162790549+srii03@users.noreply.github.com>
…tection Signed-off-by: devanshityagii <141796139+devanshityagii@users.noreply.github.com>
…shi-correlation-study Approval and merge from original pull request
…on/feature/correlation-analysis Extending previously approved pull request from PR DataBytes-Organisation#5, merging again
…lation Correlation Analysis by Jainy Joy
… readability and maintainability
…ion/chore/organise_correlation_studies Organize Correlation Analysis Studies into Dedicated Directory
- Created a `docker-compose.yml` file to define services for backend (Django) and frontend (Vite). - Updated `package.json` to include new dependencies: `file-saver`, `html2canvas`, `jspdf`, and `papaparse`. - Modified the `dev` script in `package.json` to run Vite with the `--host` option for hot reloading. - Added a `requirements.txt` file for the backend with necessary Django packages.
…ion/feature/docker-compose Add Docker Compose configuration and update frontend dependencies
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
9 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
This PR introduces SPC control charts (Individuals, X-bar/R, P, C charts) with summary markdown in the notebook.
Benefits:
Ensures the project integrates SPC theory with practical Python demonstrations.
Testing:
Verified notebook runs without errors, charts render properly.
Checklist:
Ticked items for docs, tests, and clarity.
pr_spc.md