You will get Principle Component Analysis and Biplots in hours using R
Top Rated
You will get Principle Component Analysis and Biplots in hours using R
Top Rated
Basic
Initial implementation of PCA to efficiently analyze and visualize the data
- Delivery Time 1 day
- Number of Revisions 2
- Number of Graphs/Charts 4
- Number of Variations 3
- Interactive/Animated Visuals
1 day
delivery —
Oct 16, 2024
Revisions may occur after this date.
Upwork Payment Protection
Fund the project upfront. Muhammad Owais gets paid once you are satisfied with the work.
Project details
You will get valuable insights into multiple variables and uncover synergistic interactions. The deliverables encompass an array of informative visualizations, including bar diagrams showcasing eigenvalues, contribution plots, PCA biplots, and correlation matrix. Additionally, you will receive a comprehensive report that provides logical interpretations of the results, occasionally accompanied by scientific explanations depending on the subject matter.
Data Tool
RWhat's included
| Service Tiers |
Starter
$30
|
Standard
$40
|
Advanced
$55
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 2 | 3 | 4 |
Number of Graphs/Charts | 4 | 5 | 6 |
Number of Variations | 3 | 4 | 5 |
Data Source Connectivity | - | ||
Web Embedding | - | - | - |
Interactive/Animated Visuals |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$10 - $20
18 reviews
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AI
Ahmed I.
May 10, 2024
Creation of Interactive Graphs using Python for Enhanced Data Visualization
fine.
AZ
Andrew Z.
May 9, 2024
stat
Very professional and skillful person, highly recommend him, also a reasonable guy!
AI
Ahmed I.
Apr 8, 2024
Creation of Interactive Graphs using Python for Enhanced Data Visualization
I just wanted to take a moment to express my gratitude for the exceptional work you did on creating the graphs for my project. Your attention to detail and quick turnaround time were truly impressive. The graphs you provided were of the highest quality and exceeded my expectations. I am grateful for your expertise and professionalism throughout the process.
Thank you once again for your outstanding work. I look forward to working with you again in the future.
Thank you once again for your outstanding work. I look forward to working with you again in the future.
LH
Lauri H.
Mar 27, 2024
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HustleLine K.
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About Muhammad Owais
Data Scientist & Analyst | Python, R, and Machine Learning Specialist
100%
Job Success
Krakow, Poland - 6:30 am local time
Welcome! I’m Muhammad Owais Khan, a seasoned Data Scientist and Analyst with over four years of professional experience in delivering high-quality data solutions. My journey has empowered numerous businesses to translate complex datasets into actionable insights and informed decision-making.
🌟 Professional Expertise 🌟
🌟 Data Analysis & Visualization: I am adept at turning raw data into visually compelling stories. Using advanced visualization libraries such as Python’s Matplotlib and Seaborn, and R’s ggplot2, I create insightful visuals that reveal trends, outliers, and patterns critical for informed decision-making. My expertise extends to creating dynamic dashboards in MS Excel, allowing for interactive data exploration and immediate insight generation.
🌟 Data Cleaning & Wrangling: I expertly preprocess data using the powerful Python library Pandas and R's dplyr to ensure accuracy and completeness. My methods include handling missing values through sophisticated imputation techniques, ensuring data normalization and standardization, and utilizing regular expressions for meticulous text data cleaning. This thorough preparation guarantees that datasets are primed for analysis and modeling.
🌟 Exploratory Data Analysis (EDA): I employ both statistical summaries and advanced visualization techniques to uncover hidden patterns and insights within the data. I utilize hypothesis testing, correlation analysis, and advanced analytics methods such as principal component analysis (PCA) and factor analysis to provide a deep understanding of the data, which supports subsequent predictive modeling and strategic business decisions.
🌟 Machine Learning Models: I build a range of machine learning models from supervised techniques like linear and logistic regression, support vector machines, and ensemble methods (random forests and gradient boosting machines) to unsupervised methods including k-means clustering and hierarchical clustering. My expertise in neural networks using TensorFlow and Keras supports applications in deep learning such as natural language processing and image recognition.
🌟 Statistical Analysis: I am skilled in applying various statistical tests and techniques, including ANOVA, chi-square tests, t-tests, and regression analysis to validate hypotheses and extract insights. Using statistical software like STATA and SPSS, I conduct complex data analysis and inferential statistical modeling, ensuring that findings are robust, statistically significant, and actionable.
🌟 Advanced Data Technologies: Proficient in SQL for data querying and manipulation, with familiarity in big data technologies like Apache Hadoop and Spark for processing voluminous datasets. My skill set also includes utilizing cloud platforms such as AWS and Google Cloud for scalable data analysis.
🌟 Tools & Technologies 🌟
Programming Languages: Proficient in Python and R.
Software: MS Excel, STATA, SPSS.
Libraries and Frameworks: Pandas, NumPy, Scikit-learn, TensorFlow, Keras, Matplotlib, Seaborn, Plotly, ggplot2, dplyr.
🌟 Proven Record of Strategic Impact 🌟
🏆 Notable Achievements:
Enhanced Data Precision: Leveraged advanced analytics, including machine learning algorithms and statistical techniques, to refine data quality across industries.
Decision Support: Utilized predictive modeling and sophisticated visualizations in Python and R, enhancing strategic business decisions.
Operational Efficiency: Innovated robust data management systems that streamline operations and maximize data utility.
🌟 Versatile Industry Experience 🌟
My expertise spans across education, finance, healthcare, and retail sectors, enabling me to adapt and address unique data-related challenges effectively, providing tailored and impactful big data solutions.
🌟 Showcase of Signature Projects 🌟
Retail Sales Forecasting: Developed a predictive model using Python & R Studio, integrating time series analysis and regression models to set new benchmarks in strategic planning.
Healthcare Analytics: Leveraged machine learning models and statistical analysis in SPSS and Python to uncover pivotal trends that enhance service delivery and patient care.
Data Visualization Mastery: Crafted impactful visual narratives for executive decision-making, utilizing advanced tools like R, Python, Sigma Plot, and MS Excel.
Invitation:
If you are seeking a dedicated professional who can leverage your data to unlock powerful business opportunities, invite me to your job. Together, we can clarify complex data, streamline your operations, and propel your business to new heights. Let’s make your data work for you!
**============================================**
Steps for completing your project
After purchasing the project, send requirements so Muhammad Owais can start the project.
Delivery time starts when Muhammad Owais receives requirements from you.
Muhammad Owais works on your project following the steps below.
Revisions may occur after the delivery date.
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