teleren/devto huggingface dataset:
How To Automate Highliting Maximum Values in Excel Charts Using Python
Tags: webdev, programming, python, devops
Published: 2024-03-19 09:58:05

Imagine you have a huge Excel sheet with lots of numbers, and you want to find the biggest number in the whole sheet. Doing this manually would take a lot of time and effort, right? But what if I told you that you can use Python, a programming language, to do this automatically?

In this tutorial, we’ll learn how to automate the process of finding the maximum value in Excel charts using Python. This means that Python will do all the work for us, saving us time and making our lives easier.

We’ll use a library called openpyxl to work with Excel files in Python. With openpyxl, we can load the Excel file, read the data, and find the maximum value. Then, we’ll use this information to highlight the maximum value in the Excel chart.

By the end of this tutorial, you’ll have a Python script that can quickly and efficiently find the maximum value in Excel charts, saving you time and effort. So, let’s dive in and learn how to automate highlighting maximum values in Excel charts using Python!

Create a .py extension file in Python and start with the code



```
from openpyxl import load_workbook
from openpyxl.chart import BarChart, Reference
from openpyxl.styles import PatternFill
from openpyxl.utils.dataframe import dataframe_to_rows
import pandas as pd

# Load the Excel file
file_path = "Indian_employee_names.xlsx"
wb = load_workbook(filename=file_path)
ws = wb.active

# Assuming data is in columns A, B, and C, change as needed
data = pd.DataFrame(ws.iter_rows(values_only=True), columns=["Employee", "Age", "Salary"])

# Convert "Salary" column to numeric
data["Salary"] = pd.to_numeric(data["Salary"], errors='coerce')

# Create a chart
chart = BarChart()
chart.type = "col"
chart.style = 10
chart.title = "Chart with Highlighted Maximum Values"
chart.x_axis.title = "Employee"
chart.y_axis.title = "Salary"

# Add data to the chart
rows = dataframe_to_rows(data, index=False, header=True)
chart.add_data(Reference(ws, min_col=3, min_row=1, max_row=len(data), max_col=3), titles_from_data=True)
chart.set_categories(Reference(ws, min_col=1, min_row=2, max_row=len(data)+1))

# Add the chart to the worksheet
ws.add_chart(chart, "E2")

# Identify and highlight maximum values
max_salary = data["Salary"].max()
max_values = data.loc[data["Salary"] == max_salary]
for idx, row in max_values.iterrows():
    cell = ws.cell(row=idx+2, column=3)  # Assuming Salary is in column C
    cell.fill = PatternFill(start_color="FFFF00", end_color="FFFF00", fill_type="solid")

# Save the workbook
wb.save("highlighted_chart.xlsx")
```
[Read More](https://codemagnet.in/2024/03/19/how-to-automate-%f0%9d%97%9b%f0%9d%97%b6%f0%9d%97%b4%f0%9d%97%b5%f0%9d%97%b9%f0%9d%97%b6%f0%9d%97%b4%f0%9d%97%b5%f0%9d%98%81ing-%f0%9d%97%a0%f0%9d%97%ae%f0%9d%98%85%f0%9d%97%b6%f0%9d%97%ba%f0%9d%98%82/)
What is the cost of CobraX Gummies in the USA?
Tags: cobraxgummies
Published: 2024-03-19 09:55:20

CobraX Gummies Surveys for Male Upgrade Uncovered with Unique Deal Cost and Websit


Low testosterone levels in the body
Low sperm count
Stress
Nervousness
Hypertension
Smoking and medication admission
Untimely discharge
Erectile brokenness
Low charisma
Liquor utilization on standard premise
A few different reasons incorporate the utilization of meds for type-2 Diabetes, heart infections, high BP levels, innate issues, etc.

What are CobraX Gummies?


These chewy candies might decrease different male medical problems, for example, low testosterone levels, low sperm count, unfortunate energy, and unfortunate climax. It might work on male wellbeing in certain weeks and cause one to feel positive about front of the accomplice.

Request CobraX Gummies Today - VISIT THE Authority Site HERE!!

Principal elements of CobraX Gummies
The item is made of all natural and handpicked fixings and spices for certain fundamental nutrients and minerals. The fundamental elements of **[CobraX Gummies](https://www.cobraxgummiess.com/)** are recorded as under:

Concentrate of Tongkat Ali

This normal plant might assist with further developing moxie levels in guys and lift certainty too. It might likewise support endurance to perform at a top on the bed every evening. Furthermore, the concentrates of the Tongkat Ali plant may likewise improve male wellbeing in half a month.

Concentrates of Horny Goat weed

Horny goat weed concentrates might further develop energy levels in men and make them strong on the bed. They may likewise give preferable climaxes over previously and cause you to feel sure about front of your accomplice.

Concentrates of Wild Sweet potato

Wild Sweet potato is an old plant that assists with getting better temperament designs. Concentrates of this plant might lessen pressure and misery and cause one to feel loose and quiet. You might areas of strength for acquire wellbeing by utilizing these chewy candies day to day.
[**[https://www.cobraxgummiess.com/](https://www.cobraxgummiess.com/)
](url)[https://www.instagram.com/cobraxgummies/
](https://www.instagram.com/cobraxgummies/
)[https://twitter.com/cobraxgummies_](https://twitter.com/cobraxgummies_)
[https://www.facebook.com/cobraxgummiessupplement
](https://www.facebook.com/cobraxgummiessupplement
)[https://www.pinterest.com/cobraxgummies_/](https://www.pinterest.com/cobraxgummies_/)**
Gorillas - Plain JavaScript Game with HTML Canvas
Tags: beginners, programming, python, productivity
Published: 2024-03-19 09:54:11

Learn how to code this game step-by-step with plain JavaScript and HTML Canvas: 

[https://www.youtube.com/watch?v=2q5EufbUEQk](https://www.youtube.com/watch?v=2q5EufbUEQk)

Follow me on [𝕏](https://twitter.com/HunorBorbely) for more!

{% codepen https://codepen.io/SafeArrow816-/pen/VwNPyVv %}
"Completed Weeks 1 and 2 of the AI Engineering Journey! Though a bit late, sharing progress on Day 16. Ready for the journey! 🚀"
Tags: aiengineering, ai, data, learning
Published: 2024-03-19 09:53:37


Target was :- Unit 1 to 4 of ( AP®︎/College Computer Science Principles )


Thank You @CodeBasis for sharing AI engineering Roadmap :- 


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/8hk6fvm7lx4ol7aiui7e.png)


I have completed my Week -1 & Week - 2 from Khan Academy ( AP®︎/College Computer Science Principles )

While I haven't mastered everything just yet, I'm excited about the progress I've made. 💡 I'm fully committed to refining my understanding as I continue this journey over the next 10 months. After all, learning is a process, and I'm here for the long haul! 📆💪


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/w8o0l6bjuk1v3dj7ltr9.png)



Thank you all for your support and encouragement along the way. Stay tuned for more updates as I navigate through this exciting world of AI engineering! 🚀 

Don't forget to catch me at 3:30 Pm (Saturday and Sunday )for the latest updates on my programming journey! Let's continue to learn, grow, and inspire together! 💻✨
Making Money Online with AI & ChatGPT (FREE Guide)
Tags: chatgpt, career, webdev, books
Published: 2024-03-19 09:46:31

**Hereunder is a summarization of Brian Scott Fitzgerald Book about how to make money online with AI and ChatGPT.**

This is personally a very useful guide for those who want to make money online using AI and ChatGPT. An extensive guide that tackles all the angles of leveraging AI and chatbots to boost revenue and enhance company operations. The book is well-written and easy to understand, making it accessible to beginners and experienced entrepreneurs alike.

**Do you want to make money online with AI and ChatGPT, even if you are a beginner? This two-book compilation includes:**

How to Make Money Online with ChatGPT: The Ultimate Guide to Creating Multiple Streams of Passive Income and Increasing Productivity

How to Make Money Online with AI: Unleashing the Potential of AI for Multiple Passive Income Streams

Benefits of listening to this book:

- Discover how to use AI ChatGPT to create engaging content, market products, and increase productivity
- Learn how to optimize business processes and boost marketing campaigns to increase sales
- Leverage AI ChatGPT to develop unique solutions and generate passive income
- Over 3000 prompts to help you make even more money online
- Get a free book Beyond ChatGPT and 50 New AI Tools

What’s included in the book:

- Over 100 new AI tools to help you make even more money online with AI ChatGPT
- ChatGPT account setup instructions
- Ways to get more done in less time with ChatGPT
- Best practices for ChatGPT success
- Tips for creating and marketing online courses
- Strategies for optimizing customer service
- Ideas for leveraging AI ChatGPT to generate passive income

[>>Read or Listen the Book of Brian Scott Fitzgerald about Making Money Online With AI and ChatGPT For FREE.](https://amzn.to/43vp8Eb)
UDT: Unified Device Toolkit Help You Build Your Local Automated Testing Platform
Tags: udt, unifieddevicetoolkit, qa, testing
Published: 2024-03-19 09:38:47

As enterprises strive to enhance efficiency and ensure product quality, the transition from manual to automated testing has become essential. However, businesses encounter various challenges, including the need for data and environment security, dispersed device resources across teams and regions, and the high costs associated with acquiring and managing diverse devices, particularly for emerging technologies like VR and in-vehicle systems. Furthermore, accessing overseas devices introduces delays, and the complex management of mobile devices hampers operational efficiency. To address these pain points and provide a streamlined solution, WeTest proudly presents UDT (Unified Device Toolkit).

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/pqxshdhlcejpr6bsvrkf.png)
UDT ensures product quality and enhances R&D testing efficiency by providing enterprises with a rapid solution to build their own automated testing platform. It empowers organizations to leverage scattered device resources, reducing costs and optimizing device utilization.

UDT enables seamless access to local devices while efficiently sharing resources across different regions through a unified cloud-based device management system.

With UDT, enjoy high-quality graphics (30-60Fps) and minimal resource consumption, utilizing less than 1% of the front-end CPU. The delay is limited to ≤100ms, ensuring a smooth debugging experience.

UDT integrates multiple testing frameworks and supports visual test case management and device environment pre-configuration, enabling efficient task management. UDT offers both online SaaS and private deployment options, ensuring product confidentiality, compliance with privacy regulations, and meeting overseas access requirements.

UDT (Unified Device Toolkit) is an expanded and upgraded solution for end-to-end cloud-based testing services. It caters to various business scenarios, including test automation, remote collaboration, global compliance, and secure operations. By providing a one-stop solution encompassing script recording and development, cloud-based real devices, automated testing, test resource management, and device cluster management, UDT enables R&D testing teams to overcome quality and efficiency challenges at a low cost.

To learn more about how UDT can revolutionize your testing processes and solve your quality and efficiency challenges, visit our website at https://www.wetest.net/?utm_source=pr&utm_medium=PR-8. Discover the power of UDT in building your local automated testing platform and optimizing device resource utilization, helping you achieve testing excellence.
What is Virtual Server?
Tags: virtualmachine, serverless, ssh, aws
Published: 2024-03-19 09:29:29

If you've ever wondered why businesses can run many software applications on a single computer or how cloud services allow you to access data remotely without any hardware constraints, you've come to the right place. 

But what exactly is a virtual server, and how is it different from a physical one? In this blog, we will look at the fundamentals of virtual servers, such as their definition, advantages, and use cases. Whether you're an IT specialist or just interested about the science underlying cloud computing, this blog will give you a thorough grasp of virtual servers and how they fit in modern computing.

Read the full article here: https://codecraftsangita.blogspot.com/2024/02/virtual-servers-101-understanding-basics.html
How to optimize your Ethereum Classic ASIC mining rig
Tags: cryptocurrency, asic, bitcoin, ethereum
Published: 2024-03-19 09:15:04

## Introduction

Ethereum Classic is a great cryptocurrency, but the amount you earn depends on your mining setup. This guide will teach you how to get the best performance from your ASIC-based Ethereum Classic miner. 

## Hardware Selection:

Hardware is at the core of your mining system. What to consider when selecting **[ASIC miners](https://asicmarketplace.com/blog/top-bitcoin-miners/)** designed specifically for Ethereum Classic

- **Hash rate & Efficiency:** Search for miners that have high hash rates. (More hashing power equals more coins). They should also be energy efficient. (Lower power consumption means lower costs).
- **Popular Brands:** Bitmain & Innosilicon have a reputation for producing reliable ASIC Miners.
- **Power supply (PSU):** Make certain your PSU can handle your miner, and any other components. For better energy savings, consider a PSU with an 80 Plus Gold rating or Platinum.
- **Cooling system:** It is important to keep things cool. Consider investing in high-quality fans or exploring options such as dedicated ASIC mining cooling systems or immersion cooling.

## Software Setup :

Optimize your software after your hardware has been assembled to maximize efficiency.

- **Mining software:** Select software that is designed for ASIC miners and **[Ethereum Classic](https://asicmarketplace.com)** like Ethminer or CGMiner. These programs include features such as temperature monitoring, fan controls, and remote management.
- **Mining pools:** Joining an pool increases your chance of earning rewards regularly. Search for pools that have low fees and payouts that are consistent.

## Energy Efficiency: 

Your profits can be affected by energy use. How to control it:

- **Optimize power settings:** Adjust the power settings of your ASIC to find a balance between performance and energy consumption. You may be able reduce the power limit and fan speed without losing too much hashrate.
- **Use renewable energy to power your equipment:** Think about using solar or wind power. You will reduce your carbon footprint, and you'll save money on your electricity bills.

##Conclusion:

You can minimize your costs and maximize your Ethereum Classic miner profits by carefully considering the hardware, software and energy efficiency. Keep your energy consumption in check by choosing efficient ASIC miner, fine-tuning your settings and keeping your ASICs. Stay up-to-date on the latest ASIC innovations and make sure to review your configuration frequently to remain competitive in the constantly changing world of crypto mining.
How To Define Typescript onChange Event In React
Tags: react, hooks, javascript, typescript
Published: 2024-03-19 09:04:00

In many cases when we write JSX code, HTML inside a **react** component and we’ll be using typescript. We’ll find ourself interacting with build in events of the browser. one of those events is known as “HTMLSelectElement” or the event that occurs when a user click on an element inside “option” and “Select” html tags. When user interact with those items, The browser fires event and we want to catch that event (to see what the user pick from the list of options) and perform actions accordingly.

In order to make the event itself accessible via Typescript here’s What we’ll do:

We’ll import changeEvent from react
We’ll use it to assign to the change event function
Than we’ll use “HTMLSelectElement” to define the type of the change event, which is a select HTML element.

Let’s see the code

```
import React, { ChangeEvent } from 'react';
 
// Define your component
const YourComponent: React.FC = () => {
   
  // Define the event handler function
  const handleMenuOnChange = (e: ChangeEvent<HTMLSelectElement>) => { // <----- here we assign event to ChangeEvent
    // Your logic here
    console.log(e.target.value); // Example: Log the value of the selected option
  };
   
  // Render your component with the event handler attached
  return (
    <select onChange={handleMenuOnChange}>
      {/* Your select options */}
      <option value="1">one</option>
      <option value="2">two</option>
    </select>
  );
};
 
export default YourComponent;
```

more code examples you can find [here](https://lior.live/software-engineering/how-to-define-typescript-onchange-event-in-react/)
The Journey of an AI Developer: Unraveling the Tapestry of Technology
Tags: ai, developer
Published: 2024-03-19 08:53:43



Once upon a time, in the bustling city of Silicon Valley, there lived a young and ambitious individual named Alex. From a tender age, Alex was captivated by the magic of technology. While other kids played with toys, Alex tinkered with computers, delving deep into the realms of coding and programming.

![Ai Developer](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ljotjztyiarkxxexgh19.jpg)


As Alex grew older, the allure of artificial intelligence beckoned like a siren's call. Fascinated by the idea of machines learning and adapting, Alex set forth on a quest to become an AI developer. Little did Alex know, this journey would be a rollercoaster ride filled with challenges, triumphs, and everything in between.

The road to becoming an AI developer was not an easy one. It required countless hours of studying, experimenting, and overcoming hurdles. But Alex was undeterred, fueled by a passion to unravel the mysteries of AI and contribute to its evolution.

With determination as their compass, Alex embarked on various educational endeavors, devouring books, attending workshops, and even enrolling in online courses. Each lesson learned was a stepping stone, paving the way for Alex's transformation into a proficient AI developer.

But it wasn't just about acquiring knowledge; it was also about honing skills and putting theory into practice. Alex spent sleepless nights coding, debugging, and refining algorithms, inching closer to mastery with each line of code written.

Along the way, Alex encountered a myriad of challenges – from grappling with complex mathematical concepts to navigating the ever-changing landscape of technology. But with resilience as their armor, Alex persevered, turning setbacks into opportunities for growth.

As Alex delved deeper into the world of AI development, they discovered the limitless potential it held. From creating intelligent chatbots to developing cutting-edge predictive analytics models, the possibilities seemed endless. Each project undertaken was a testament to Alex's creativity and ingenuity, pushing the boundaries of what AI could achieve.

But amidst the excitement and innovation, Alex remained grounded, mindful of the ethical implications and societal impact of their work. With great power came great responsibility, and Alex strived to use AI for the greater good, advocating for transparency, fairness, and inclusivity in its deployment.

As years passed, Alex's reputation as an AI developer grew, earning accolades and recognition from peers and industry experts alike. But for Alex, the true reward lay not in fame or fortune, but in the knowledge that their contributions were shaping the future of technology in meaningful ways.

And so, the tale of Alex, the AI developer, continues to unfold, a testament to the indomitable spirit of human curiosity and innovation. For in the ever-expanding universe of artificial intelligence, there will always be new frontiers to explore, new challenges to conquer, and new stories waiting to be told.
A blast to the past!
Tags: firstpost, nostalgia, retrocomputing
Published: 2024-03-19 08:39:15

Coming up with the idea of starting a blog wasn't easy. Seriously, I did lack the motivation. But here I am, with my new blog. So, to start off with, let me give you a backstory of how I got to dabble with computers.
Back then in the early 2000s, this young boy coming from a small town on a hill didn't have access to computers. But then as savior(s), came these Internet café or browsing centers (that's how we used to call them!) .Boys of my age, including me would flock to these centers just to play an hour of a game that many of my readers would have guessed it by now which is Grand Theft Auto Vice City. The owner of those centers made a huge fortune out of our hard-earned money. (actually, we had to earn it hard by buttering our parents for that...hahaha!) 

As time passed by like this, I came to my home after a small vacation at my aunt's house in another hill town. To my surprise, I was welcomed by this shiny all-black desktop sitting on top of our 20 year old wooden table that was kinda like a inheritance of my dad. Computers in my age were all this beige or white-colored, fat, beeping AMD Athlon powered computers that still looked cool but not as cool as my new complete black desktop that boasted a powerful latest generation Core 2 Duo (hey, it was "latest" and "powerful" back in my day) dual-core processor with a single gigabyte of RAM running Windows XP. I went bonkers looking at my new desktop. 

Then, I started to fiddle, mess around with the computer by myself learning how to navigate, open and close files and folders, install applications and games etc.

As time went by, I was getting pretty good at using computers that I developed a strong passion for them. So, there was this monthly magazine called "Digit" and "Chip" here in India that I became an avid reader of, since I got an old issue from the nearby library. The magazine was a deep, technical magazine that had all sorts of computer related stuff that I wanted to know, from hardware to software.

Going on with my story, we had to move to another area of my hometown. My dad took the decision of setting up a DSL internet connection at home which was slow compared to today's standards (but hey, something is better than nothing!) Then I got introduced to YouTube where I started to watch tech-related channels like Linus Tech Tips, GamersNexus and video-game related channels like IGN. I gained thrice the knowledge about computers than I had before, watching these videos. 

Skip forward. Here I am, with my under-graduate degree in Computer Science and Engineering with the same old passion that I had.
Effortless Python Development with Nix
Tags: python, programming, containers, devops
Published: 2024-03-19 08:51:54

Read the full article at https://cloudnativeengineer.substack.com/p/effortless-python-development-with-nix

Discover how, after struggling with various tools and suggestions for years, I finally streamlined setting up a new Python project by using Nix

We will cover:
• Developing inside a container.
• What are ephemeral environments?
• What is Nix, and why do you need it?
• What can go wrong when setting up a Python environment?
• A "simple" setup for Python.

Follow me on [LinkedIn](https://www.linkedin.com/in/santorogiuseppe/) and [Twitter](https://twitter.com/gsantoro15).
Unlock SQLite: Easy Data Analysis for Busy Software Engineers
Tags: sql, database, datascience, devops
Published: 2024-03-19 08:50:19

Read the full article at https://cloudnativeengineer.substack.com/p/easy-data-analysis-for-busy-software-engineers.

Topics:
🧰 SQLite for Engineers: Simplified data analysis tool for small datasets.

📚 Easy Setup: Less complex than big data tools, suitable for quick projects.

🖥️ Powerful Console: Import and query data with ease, outperforming Excel and pandas.

📖 Learning Resources: guides and documentation for starting with SQLite.

✨ Extensions & Tools: Enhance capabilities with extensions for CSV, URLs, and more.


Follow me on [LinkedIn](https://www.linkedin.com/in/santorogiuseppe/) and [Twitter](https://twitter.com/gsantoro15).