Mr Ezee

Mr Ezee Tech Content Creator | Tech Reviews & Insights
(1)

Want to learn Python but donโ€™t know where to start? ๐Ÿ‘‡๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—ณ๐—ฟ๐—ผ๐—บ ๐—ญ๐—ฒ๐—ฟ๐—ผ: ๐—” ๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ ๐—•๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ฒ๐—ฟ'๐˜€ ๐—š๐˜‚๐—ถ๐—ฑ๐—ฒ ๐˜๐—ผ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ๐—ป๐—ถ๐—ป๐—ด ๐—ฆ๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€...
10/04/2025

Want to learn Python but donโ€™t know where to start? ๐Ÿ‘‡

๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—ณ๐—ฟ๐—ผ๐—บ ๐—ญ๐—ฒ๐—ฟ๐—ผ: ๐—” ๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ ๐—•๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ฒ๐—ฟ'๐˜€ ๐—š๐˜‚๐—ถ๐—ฑ๐—ฒ ๐˜๐—ผ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ๐—ป๐—ถ๐—ป๐—ด ๐—ฆ๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€

Perfect for those starting their coding journey.

Check it out: AMAZON.COM/DP/B0F48VKSVK

๐๐ž๐ซ๐ฌ๐จ๐ง๐š๐ฅ ๐๐ซ๐š๐ง๐๐ฌ ๐€๐ซ๐ž ๐ญ๐ก๐ž ๐๐ž๐ฐ ๐‘๐žฬ๐ฌ๐ฎ๐ฆ๐žฬThese days, your online presence matters just as much as your rรฉsumรฉ. What you share...
08/12/2024

๐๐ž๐ซ๐ฌ๐จ๐ง๐š๐ฅ ๐๐ซ๐š๐ง๐๐ฌ ๐€๐ซ๐ž ๐ญ๐ก๐ž ๐๐ž๐ฐ ๐‘๐žฬ๐ฌ๐ฎ๐ฆ๐žฬ

These days, your online presence matters just as much as your rรฉsumรฉ. What you share, how you write, and the way you engage online tell people who you are and what you bring to the table.

Hereโ€™s a quick example๐Ÿ‘‡

๐ŸŽฏ Sarah has a strong rรฉsumรฉ that lists her skills and experience.

๐ŸŽฏ John also has a rรฉsumรฉ, but he takes it a step further. He shares helpful tips on LinkedIn (or other platforms), writes about his projects, joins conversations in his field, and actively demonstrates his expertise.

Letโ€™s be clear. Iโ€™m not saying Sarah isnโ€™t skilled or experienced. John simply stands out more because his brand shows heโ€™s active, engaged, and willing to share his knowledge.

Building a personal brand doesnโ€™t mean you need to do everything or spend hours online. The most important thing is to start small.

Write about something youโ€™re learning, share an article that inspired you, or comment thoughtfully on someone elseโ€™s post.

These small actions can showcase your skills and personality in ways a rรฉsumรฉ simply canโ€™t.

Your brand is how people see you before they meet you.

"๐‘ฌ๐’—๐’†๐’“๐’š ๐’ƒ๐’š๐’•๐’† ๐’๐’‡ ๐’…๐’‚๐’•๐’‚ ๐’Š๐’” ๐’‚ ๐’”๐’†๐’†๐’… ๐’๐’‡ ๐’Œ๐’๐’๐’˜๐’๐’†๐’…๐’ˆ๐’†, ๐’˜๐’‚๐’Š๐’•๐’Š๐’๐’ˆ ๐’•๐’ ๐’ƒ๐’† ๐’„๐’–๐’๐’•๐’Š๐’—๐’‚๐’•๐’†๐’… ๐’Š๐’๐’•๐’ ๐’˜๐’Š๐’”๐’…๐’๐’Ž."Data is everywhere today, coming from ...
07/12/2024

"๐‘ฌ๐’—๐’†๐’“๐’š ๐’ƒ๐’š๐’•๐’† ๐’๐’‡ ๐’…๐’‚๐’•๐’‚ ๐’Š๐’” ๐’‚ ๐’”๐’†๐’†๐’… ๐’๐’‡ ๐’Œ๐’๐’๐’˜๐’๐’†๐’…๐’ˆ๐’†, ๐’˜๐’‚๐’Š๐’•๐’Š๐’๐’ˆ ๐’•๐’ ๐’ƒ๐’† ๐’„๐’–๐’๐’•๐’Š๐’—๐’‚๐’•๐’†๐’… ๐’Š๐’๐’•๐’ ๐’˜๐’Š๐’”๐’…๐’๐’Ž."

Data is everywhere today, coming from devices, systems, and daily interactions. Data alone is just raw information, like seeds scattered on the ground. To unlock its true value, we need to process and understand it.

With the right tools and effort, data becomes knowledge. Over time, when we use this knowledge wisely, it turns into wisdom that helps us make better decisions.

The real power of data is not in how much we have but in how we use it to create value and solve problems.

๐”๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐๐ข๐ง๐  ๐๐š๐ฌ๐ข๐œ ๐’๐๐‹ ๐Š๐ž๐ฒ๐ฐ๐จ๐ซ๐๐ฌSQL is the backbone of working with databases, and mastering its basic keywords is the f...
02/12/2024

๐”๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐๐ข๐ง๐  ๐๐š๐ฌ๐ข๐œ ๐’๐๐‹ ๐Š๐ž๐ฒ๐ฐ๐จ๐ซ๐๐ฌ

SQL is the backbone of working with databases, and mastering its basic keywords is the first step to unlocking its power.

Hereโ€™s a quick overview ๐Ÿ‘‡

๐’๐„๐‹๐„๐‚๐“: Choose the fields you want to display in the result set.

๐…๐‘๐Ž๐Œ: Specify the table(s) from which data is retrieved.

๐–๐‡๐„๐‘๐„: Filter records to meet specific conditions.

๐†๐‘๐Ž๐”๐ ๐๐˜: Group records based on one or more fields for aggregation.

๐Ž๐‘๐ƒ๐„๐‘ ๐๐˜: Arrange the results in ascending or descending order by specified fields.

These keywords form the foundation of SQL queries, helping you extract and organize data efficiently.

๐’๐ฎ๐ฉ๐ž๐ซ๐œ๐ก๐š๐ซ๐ ๐ž ๐˜๐จ๐ฎ๐ซ ๐๐ฒ๐ญ๐ก๐จ๐ง ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ ๐ฐ๐ข๐ญ๐ก ๐“๐ก๐ž๐ฌ๐ž ๐„๐ฌ๐ฌ๐ž๐ง๐ญ๐ข๐š๐ฅ ๐‹๐ข๐›๐ซ๐š๐ซ๐ข๐ž๐ฌPythonโ€™s strength lies in its extensive library ecosystem, ...
01/12/2024

๐’๐ฎ๐ฉ๐ž๐ซ๐œ๐ก๐š๐ซ๐ ๐ž ๐˜๐จ๐ฎ๐ซ ๐๐ฒ๐ญ๐ก๐จ๐ง ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ ๐ฐ๐ข๐ญ๐ก ๐“๐ก๐ž๐ฌ๐ž ๐„๐ฌ๐ฌ๐ž๐ง๐ญ๐ข๐š๐ฅ ๐‹๐ข๐›๐ซ๐š๐ซ๐ข๐ž๐ฌ

Pythonโ€™s strength lies in its extensive library ecosystem, tailored to simplify complex tasks across industries.

Whether youโ€™re a data scientist, developer, or researcher, these tools can elevate your work, making it more efficient and impactful.

Here are some of the most powerful library combinations every Python enthusiast should know:

๐Œ๐š๐ญ๐ฉ๐ฅ๐จ๐ญ๐ฅ๐ข๐›: ๐๐ซ๐ข๐ง๐ ๐ข๐ง๐  ๐ƒ๐š๐ญ๐š ๐ญ๐จ ๐‹๐ข๐Ÿ๐ž

Visualize complex datasets by integrating Python with Matplotlib. This library serves as the foundation for creating detailed charts and graphs, helping you share insights effectively.

๐“๐ž๐ง๐ฌ๐จ๐ซ๐…๐ฅ๐จ๐ฐ: ๐”๐ง๐ฅ๐จ๐œ๐ค๐ข๐ง๐  ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐๐จ๐ญ๐ž๐ง๐ญ๐ข๐š๐ฅ

Dive into neural networks and AI by pairing Python with TensorFlow. This comprehensive library simplifies building, training, and deploying machine learning models.

๐๐š๐ง๐๐š๐ฌ: ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐ข๐ง๐  ๐ƒ๐š๐ญ๐š ๐Œ๐š๐ง๐ข๐ฉ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง

Combine Python with Pandas to handle, clean, and transform data seamlessly. Its versatile DataFrame structure makes it a must-have for data wrangling and analysis.

๐’๐œ๐ซ๐š๐ฉ๐ฒ: ๐„๐ฑ๐ญ๐ซ๐š๐œ๐ญ๐ข๐ง๐  ๐ƒ๐š๐ญ๐š ๐Ÿ๐ซ๐จ๐ฆ ๐ญ๐ก๐ž ๐–๐ž๐›

Automate data extraction from websites by integrating Python with Scrapy. This framework is perfect for building web crawlers and collecting structured data efficiently.

๐ƒ๐ฃ๐š๐ง๐ ๐จ: ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐  ๐–๐ž๐› ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

Combine Python with Django to develop dynamic, scalable, and secure web applications. This high-level framework streamlines web development, emphasizing rapid and clean design.

๐‘๐ž๐ช๐ฎ๐ž๐ฌ๐ญ๐ฌ: ๐’๐ข๐ฆ๐ฉ๐ฅ๐ข๐Ÿ๐ฒ๐ข๐ง๐  ๐–๐ž๐› ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง

Connect Python with Requests to manage HTTP interactions effortlessly. This library enables seamless communication with web services, from APIs to website interactions.

๐…๐ฅ๐š๐ฌ๐ค: ๐‚๐ซ๐š๐Ÿ๐ญ๐ข๐ง๐  ๐Œ๐ข๐œ๐ซ๐จ๐ฌ๐ž๐ซ๐ฏ๐ข๐œ๐ž๐ฌ

For lightweight and customizable web solutions, pair Python with Flask. This micro-framework provides flexibility for creating APIs and smaller web apps.

๐๐ฎ๐ฆ๐๐ฒ: ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐ข๐ง๐  ๐๐ฎ๐ฆ๐ž๐ซ๐ข๐œ๐š๐ฅ ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ข๐ง๐ 

Pair Python with NumPy to efficiently perform mathematical operations and manage multidimensional arrays. This library is essential for high-performance scientific computing.

๐’๐œ๐ข๐ค๐ข๐ญ-๐‹๐ž๐š๐ซ๐ง: ๐’๐ข๐ฆ๐ฉ๐ฅ๐ข๐Ÿ๐ฒ๐ข๐ง๐  ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ 

Make machine learning accessible by combining Python with Scikit-Learn. It offers intuitive tools for data mining, predictive modeling, and algorithm implementation.

๐๐ฒ๐“๐จ๐ซ๐œ๐ก: ๐€๐๐ฏ๐š๐ง๐œ๐ข๐ง๐  ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ 

Pair Python with PyTorch for a flexible, researcher-friendly deep learning experience. Its dynamic computation graph is perfect for experimentation and innovation.

๐๐‹๐“๐Š: ๐’๐ข๐ฆ๐ฉ๐ฅ๐ข๐Ÿ๐ฒ๐ข๐ง๐  ๐“๐ž๐ฑ๐ญ ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ

Enhance your natural language processing (NLP) projects by using Python with NLTK. This toolkit offers tools for text tokenization, classification, and sentiment analysis.

Take your Python skill to the next level with these libraries.

Which of these combinations is your go-to?

Let us know your favourite in the comments.

๐“๐ข๐ฉ๐ฌ ๐ญ๐จ ๐‹๐š๐ง๐ ๐š ๐ƒ๐š๐ญ๐š ๐‘๐จ๐ฅ๐žWhen pursuing a career in data, itโ€™s essential to answer one key question: Wโ„Ža๐‘ก ๐‘‘o y๐‘œu w๐‘Žn๐‘ก ๐‘กo b...
25/11/2024

๐“๐ข๐ฉ๐ฌ ๐ญ๐จ ๐‹๐š๐ง๐ ๐š ๐ƒ๐š๐ญ๐š ๐‘๐จ๐ฅ๐ž

When pursuing a career in data, itโ€™s essential to answer one key question:

Wโ„Ža๐‘ก ๐‘‘o y๐‘œu w๐‘Žn๐‘ก ๐‘กo b๐‘’ ๐‘˜n๐‘œw๐‘› ๐‘“o๐‘Ÿ?

Here are some tips to align your goals with your brand and land your dream data role:

๐ˆ๐๐ž๐ง๐ญ๐ข๐Ÿ๐ฒ ๐˜๐จ๐ฎ๐ซ ๐๐ข๐œ๐ก๐ž

Focus on a specific area within data, such as data analysis, machine learning, data engineering, or business intelligence. Let your skills and interests guide you toward a clear path.

๐’๐ก๐จ๐ฐ๐œ๐š๐ฌ๐ž ๐˜๐จ๐ฎ๐ซ ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ

Build a portfolio of projects that highlight your expertise. Whether itโ€™s creating dashboards, writing SQL queries, or solving real-world problems with data, make your work visible through platforms like GitHub or personal blogs.

Followw me on GitHub: https://github.com/EzekielDiri

๐‹๐ž๐š๐ซ๐ง ๐ˆ๐ง-๐ƒ๐ž๐ฆ๐š๐ง๐ ๐“๐จ๐จ๐ฅ๐ฌ

Master tools and languages relevant to your target role, such as Python, SQL, Power BI, Tableau, or DAX. Employers look for hands-on experience with the tools their teams rely on.

๐“๐ž๐ฅ๐ฅ ๐˜๐จ๐ฎ๐ซ ๐’๐ญ๐จ๐ซ๐ฒ

Clearly articulate your value. Whether you can uncover insights, automate processes, or optimize systems, make sure your resume and LinkedIn reflect your unique strengths and aspirations.

Followw me on LinkedIn: https://www.linkedin.com/in/EzekielDiri

๐๐ž๐ญ๐ฐ๐จ๐ซ๐ค ๐ฐ๐ข๐ญ๐ก ๐๐ฎ๐ซ๐ฉ๐จ๐ฌ๐ž

Connect with professionals in the field, attend webinars, and engage in online communities. Networking can help you learn about opportunities and gain insights into industry expectations.

Define what you want to be known for and let it shape every aspect of your job search.

When you align your skills and story with the role you want, opportunities will follow.

๐‘๐จ๐š๐๐ฆ๐š๐ฉ ๐ญ๐จ ๐๐ž๐œ๐จ๐ฆ๐ž ๐š ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ญData analysis is one of the fastest-growing and most rewarding careers today. Whether yo...
23/11/2024

๐‘๐จ๐š๐๐ฆ๐š๐ฉ ๐ญ๐จ ๐๐ž๐œ๐จ๐ฆ๐ž ๐š ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ญ

Data analysis is one of the fastest-growing and most rewarding careers today. Whether youโ€™re starting from scratch or pivoting from another field, hereโ€™s a comprehensive plan to guide your path to success:

๐Ÿ‘‰๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐ญ๐ก๐ž ๐๐š๐ฌ๐ข๐œ๐ฌ ๐จ๐Ÿ ๐Œ๐š๐ญ๐ก & ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ

Grasp core concepts in probability, descriptive statistics, and data distributions. These are the backbone of data analysis.

๐Ÿ‘‰๐‹๐ž๐š๐ซ๐ง ๐„๐ฑ๐œ๐ž๐ฅ ๐„๐ฌ๐ฌ๐ž๐ง๐ญ๐ข๐š๐ฅ๐ฌ

Excel remains a cornerstone for data cleaning, analysis, and visualization. Master formulas, pivot tables, and data analysis add-ins.

๐Ÿ‘‰๐ƒ๐ข๐ฏ๐ž ๐ข๐ง๐ญ๐จ ๐๐ฒ๐ญ๐ก๐จ๐ง

Pythonโ€™s versatility makes it a must-learn for automating tasks, analyzing data, and building models. Start with libraries like Pandas and NumPy.

๐Ÿ‘‰๐”๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐ ๐’๐๐‹ ๐š๐ง๐ ๐ƒ๐š๐ญ๐š๐›๐š๐ฌ๐ž๐ฌ

SQL is the go-to language for querying and managing databases. Learn to extract, transform, and organize data efficiently.

๐Ÿ‘‰๐†๐ž๐ญ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐ฐ๐ข๐ญ๐ก ๐•๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง ๐“๐จ๐จ๐ฅ๐ฌ

Familiarize yourself with Power BI, Tableau, or similar platforms to create compelling, interactive data visualizations.

๐Ÿ‘‰๐๐ซ๐š๐œ๐ญ๐ข๐œ๐ž ๐ƒ๐š๐ญ๐š ๐‚๐ฅ๐ž๐š๐ง๐ข๐ง๐  & ๐•๐š๐ฅ๐ข๐๐š๐ญ๐ข๐จ๐ง

Learn how to clean and prep messy datasets. Consistent practice here ensures the accuracy and reliability of your analysis.

๐Ÿ‘‰๐„๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ž ๐˜๐จ๐ฎ๐ซ ๐ƒ๐š๐ญ๐š (๐„๐ƒ๐€)

Develop skills to explore datasets, identify trends, and uncover actionable insights through Exploratory Data Analysis techniques.

๐Ÿ‘‰๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ž ๐˜๐จ๐ฎ๐ซ๐ฌ๐ž๐ฅ๐Ÿ ๐ญ๐จ ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ 

Learn the basics of machine learning with tools like scikit-learn. Even a beginnerโ€™s knowledge can give you an edge.

๐Ÿ‘‰๐๐ฎ๐ข๐ฅ๐ ๐˜๐จ๐ฎ๐ซ ๐’๐จ๐Ÿ๐ญ ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ

Strong communication, storytelling, and teamwork skills are essential to translate numbers into actionable insights.

๐Ÿ‘‰๐‹๐ž๐š๐ซ๐ง ๐ƒ๐š๐ญ๐š ๐„๐ญ๐ก๐ข๐œ๐ฌ & ๐๐ซ๐ข๐ฏ๐š๐œ๐ฒ ๐’๐ญ๐š๐ง๐๐š๐ซ๐๐ฌ

Understand the ethical and legal aspects of handling sensitive data, ensuring compliance with regulations like GDPR.

๐Ÿ‘‰๐†๐š๐ข๐ง ๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐€๐œ๐ฎ๐ฆ๐ž๐ง

Knowing how businesses operate will help you tailor your insights to meet strategic goals. Think beyond the data to its impact.

๐Ÿ‘‰๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐ญ๐ก๐ž ๐€๐ซ๐ญ ๐จ๐Ÿ ๐’๐ญ๐จ๐ซ๐ฒ๐ญ๐ž๐ฅ๐ฅ๐ข๐ง๐ 

Compellingly communicate your findings using visuals, narratives, and clear recommendations to engage stakeholders.

Remember, nothing beats consistent focus, dedicated practice, and the drive to keep learning, so youโ€™ll be well-equipped to launch a rewarding career in data analytics

Can you determine the result of running the given Python code?
22/11/2024

Can you determine the result of running the given Python code?

Understanding the different types of charts and their usage is key to effective data storytelling. Each chart serves a u...
21/11/2024

Understanding the different types of charts and their usage is key to effective data storytelling.

Each chart serves a unique purpose, helping to visualize and interpret data in a way that communicates insights clearly.

Choose the right chart to make your message impactful.

When I started using Power BI, working with dates felt like a nightmare. My months were out of order, and calculating th...
18/11/2024

When I started using Power BI, working with dates felt like a nightmare. My months were out of order, and calculating things like Year-to-Date or comparing sales across years seemed impossible.

Thatโ€™s when I discovered the Calendar Table, a simple tool that organizes all your dates into meaningful details like months, quarters, and years. Once I added it, everything fell into place, my visuals made sense, trends became easy to analyze, and I could finally compare data across time effortlessly.

A Calendar Table isnโ€™t just โ€œextra work.โ€ Itโ€™s the foundation of any time-based analysis in Power BI. Without it, youโ€™ll constantly struggle with your visuals. With it, you can unlock insights quickly and effortlessly.

This Project Progress Dashboard was created using Microsoft Power BI. It offers a comprehensive overview of the organiza...
17/11/2024

This Project Progress Dashboard was created using Microsoft Power BI. It offers a comprehensive overview of the organizationโ€™s projects, showcasing financial investments, progress across various phases, and key performance metrics. The dataset used to develop this dashboard was sourced from Kaggle.

By analyzing the data, we can identify key trends, areas of strength, and opportunities for improvement.

Below is a detailed breakdown of the dashboardโ€™s insights.

๐…๐ข๐ง๐š๐ง๐œ๐ข๐š๐ฅ ๐Ž๐ฏ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ ๐›๐ฒ ๐‚๐จ๐ฌ๐ญ ๐‚๐š๐ญ๐ž๐ ๐จ๐ซ๐ข๐ž๐ฌ

โ–ช๏ธ IT projects have a total cost of $130.39M, reflecting a significant allocation toward technology development.
โ–ช๏ธ Marketing projects account for $126.99M, highlighting substantial focus on promotional efforts.
โ–ช๏ธMedia projects represent the largest cost at $136.05M, indicating a strategic emphasis on media-related activities.
โ–ช๏ธMobile App projects, at $104.88M, represent the smallest category but remain a critical focus.

The financial data indicates a balanced distribution of resources, with media projects receiving the highest funding.

๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐’๐ญ๐š๐ญ๐ฎ๐ฌ ๐ƒ๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ข๐จ๐ง

โ–ช๏ธ320 projects, or 32%, are currently in progress, showcasing steady activity.
โ–ช๏ธ341 projects, or 34.1%, have been completed, marking a strong track record of delivery.
โ–ช๏ธ339 projects, or 33.9%, are yet to be started, suggesting a need for prioritization and efficient initiation processes.

The nearly even distribution of projects across these statuses reflects an active pipeline but highlights potential delays in starting new initiatives.

๐€๐ฏ๐ž๐ซ๐š๐ ๐ž ๐‚๐จ๐ฆ๐ฉ๐ฅ๐ž๐ญ๐ข๐จ๐ง ๐๐ž๐ซ๐œ๐ž๐ง๐ญ๐š๐ ๐ž ๐›๐ฒ ๐๐ก๐š๐ฌ๐ž

โ–ช๏ธThe design phase shows the highest average completion at 53%, indicating it is well-managed.
โ–ช๏ธThe deployment and post-production phases are both at 49%, suggesting consistent progress but room for improvement.
โ–ช๏ธThe development phase, at 48%, has the lowest completion rate, indicating potential bottlenecks or resource constraints.

Improving efficiency in the development and deployment phases could accelerate project timelines and enhance outcomes.

๐Ž๐ฏ๐ž๐ซ๐š๐ฅ๐ฅ ๐š๐ง๐ ๐ˆ๐ง-๐๐ซ๐จ๐ ๐ซ๐ž๐ฌ๐ฌ ๐‚๐จ๐ฆ๐ฉ๐ฅ๐ž๐ญ๐ข๐จ๐ง ๐‘๐š๐ญ๐ž๐ฌ

โ–ช๏ธOverall project completion stands at 52%, showing more than half of the work has been achieved.
โ–ช๏ธIn-progress projects have an average completion rate of 50%, reflecting alignment with overall progress.

While these figures indicate steady performance, there is an opportunity to expedite ongoing projects to improve delivery rates.

๐˜๐ž๐š๐ซ๐ฐ๐ข๐ฌ๐ž ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐๐ž๐ง๐ž๐Ÿ๐ข๐ญ๐ฌ ๐›๐ฒ ๐˜๐ž๐š๐ซ

โ–ช๏ธThe dashboard highlights annual project benefits of approximately $0.3 billion, reflecting stable performance over time.
โ–ช๏ธThe consistency of benefits suggests a strong operational foundation but also points to opportunities for scaling outcomes.

Targeted strategies to increase efficiency and project benefits could drive significant growth over the coming years.

๐ƒ๐ž๐ญ๐š๐ข๐ฅ๐ž๐ ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐ƒ๐š๐ญ๐š ๐“๐š๐›๐ฅ๐ž ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ

โ–ช๏ธThe most expensive project is Anderson LLC in IT, with a cost of $933,536.74, requiring close monitoring to avoid overruns.
โ–ช๏ธThe least expensive project is Armstrong Inc in Media, costing $86,282.79, reflecting efficient resource allocation.
โ–ช๏ธHigh-performing projects, such as Abbott, Barrows, and Armstrong, are nearing completion at 94%, showcasing strong progress.
โ–ช๏ธLow-performing projects, such as Anderson LLC, are at just 2% completion, requiring immediate intervention.
โ–ช๏ธThe total cost of all projects is $498,308,678.49, indicating a significant investment portfolio.

This data underscores the importance of closely managing high-cost, low-progress projects to ensure timely completion and budget adherence.

๐Ž๐ฉ๐ฉ๐จ๐ซ๐ญ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐Ÿ๐จ๐ซ ๐ˆ๐ฆ๐ฉ๐ซ๐จ๐ฏ๐ž๐ฆ๐ž๐ง๐ญ

โ–ช๏ธStreamlining project initiation processes is essential, as 33.9% of projects are still in the โ€œNot Startedโ€ phase.
โ–ช๏ธAddressing delays in the development phase, which has the lowest average completion at 48%, could improve efficiency.
โ–ช๏ธDeployment and post-production phases, both at 49%, should be optimized to speed up delivery.
โ–ช๏ธExploring ways to increase yearly project benefits could amplify the organizationโ€™s overall impact and value creation.

While the organization is progressing steadily, key areas such as project initiation, development efficiency, and benefit scaling present significant opportunities for improvement.

Feel free to share your constructive feedback on this analysis.๐Ÿ‘Œ

๐“๐ฎ๐ซ๐ง๐ข๐ง๐  ๐๐ฎ๐ฆ๐›๐ž๐ซ๐ฌ ๐ข๐ง๐ญ๐จ ๐Œ๐ž๐š๐ง๐ข๐ง๐ ๐Ÿ๐ฎ๐ฅ ๐’๐ญ๐จ๐ซ๐ข๐ž๐ฌData is everywhere, but its real power lies in the story it tells. Itโ€™s not just ...
16/11/2024

๐“๐ฎ๐ซ๐ง๐ข๐ง๐  ๐๐ฎ๐ฆ๐›๐ž๐ซ๐ฌ ๐ข๐ง๐ญ๐จ ๐Œ๐ž๐š๐ง๐ข๐ง๐ ๐Ÿ๐ฎ๐ฅ ๐’๐ญ๐จ๐ซ๐ข๐ž๐ฌ

Data is everywhere, but its real power lies in the story it tells. Itโ€™s not just about collecting numbers, Itโ€™s about uncovering insights that drive real impact.

Hereโ€™s how to make data meaningful:

โ–ช๏ธStart with curiosity: Ask yourself what problem you are trying to solve.
โ–ช๏ธLook beyond the surface: Patterns and trends are often where the answers lie.
โ–ช๏ธShare the story: Insights only matter when they lead to action.

At the end of the day, data isnโ€™t about spreadsheets or charts. Itโ€™s about making smarter decisions, solving real problems, and building a better future.

What story is your data telling?

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