Respan Dataset Explorer

const ContactDetails = () => {
const state = useAppSelector((state) => state.data);
const [copied, setCopied] = useChangeCopiedStateToDefaultAfter(1000);
return (
<section className=“contactDetails”>
<article className=“phoneAndEmail”>
<figure>
<a href={tel:${state.phone}}>
<img src={Images.contact} alt=“contact” />
</a>
</figure>
<article className=“phoneAndEmail__text”>
<div>
<p
onClick={() => {
setCopied(true);
copyEmail(state.email);
}}
>
{state.email}
</p>
<Clipboard
role=“clipboard”
copied={copied}
setCopied={setCopied}
text={state.email}
color=“black”
/>
</div>
<a href={tel:${state.phone}}>
<p>{state.phone}</p>
</a>
</article>
</article>
<article className=“descr”>
<figure className=“descr__photo”>
<img src={Images.devPhoto} alt=“developer” />
</figure>
<p>author: {state.author}</p>
<p>description: Front-End Developer</p>
<a target=“_blank” rel=“noreferrer” href={state.gitHub}>
<p>git: {state.gitHub}</p>
</a>
</article>
</section>
);
};
test it with jest don’t use enzyme

Sure, here's an example Jest test for the `ContactDetails` component:

```javascript
import { render, screen, fireEvent } from '@testing-library/react';
import ContactDetails from './ContactDetails';

test('clicking on email copies it to clipboard and shows success message', () => {
  const state = {
    data: {
      phone: '123-456-7890',
      email: 'test@example.com',
      author: 'John Doe',
      gitHub: 'https://github.com/johndoe',
    },
  };
  jest.spyOn(global, 'setTimeout'); // mock global setTimeout function
  const clipboard = {
    copied: false,
    setCopied: jest.fn(),
  };
  const copyEmailMock = jest.fn();
  const { container } = render(
    <ContactDetails data={state.data} copyEmail={copyEmailMock} useChangeCopiedStateToDefaultAfter={() => [clipboard.copied, clipboard.setCopied]} />
  );
  const emailEl = screen.getByText(state.data.email);
  fireEvent.click(emailEl);
  expect(copyEmailMock).toHaveBeenCalledTimes(1);
  expect(copyEmailMock).toHaveBeenCalledWith(state.data.email);
  expect(clipboard.setCopied).toHaveBeenCalledWith(true);
  expect(setTimeout).toHaveBeenCalledWith(expect.any(Function), 1000);
  expect(container.querySelector('.clipboard__success')).toBeNull();
  jest.advanceTimersByTime(1000);
  expect(container.querySelector('.clipboard__success')).not.toBeNull();
});
```

Note that in this test, I'm passing in `copyEmail` as a mock function, and `useChangeCopiedStateToDefaultAfter` as a mock hook that returns an array containing `copied` and `setCopied` as defined in the test. I'm also mocking the global `setTimeout` function and advancing the timers by 1000ms so that the success message can be displayed.

Property 'data' does not exist on type 'IntrinsicAttributes'.

The error message you're seeing means that you're trying to pass a prop named `data` to a component that doesn't expect it. In your `ContactDetails` component, you're using `useAppSelector` to retrieve the data from the Redux store instead, so you don't need to pass the data as a prop.

Here's an updated version of `ContactDetails` that doesn't rely on the `data` prop:

```javascript
import { useAppSelector } from '../store';
import Clipboard from './Clipboard';
import Images from '../assets';

const ContactDetails = () => {
  const state = useAppSelector((state) => state.data);
  const [copied, setCopied] = useChangeCopiedStateToDefaultAfter(1000);
  const copyEmail = (email: string) => {
    navigator.clipboard.writeText(email);
  };
  return (
    <section className="contactDetails">
      <article className="phoneAndEmail">
        <figure>
          <a href={`tel:${state.phone}`}>
            <img src={Images.contact} alt="contact" />
          </a>
        </figure>
        <article className="phoneAndEmail__text">
          <div>
            <p
              onClick={() => {
                setCopied(true);
                copyEmail(state.email);
              }}
            >
              {state.email}
            </p>
            <Clipboard
              role="clipboard"
              copied={copied}
              setCopied={setCopied}
              text={state.email}
              color="black"
            />
          </div>
          <a href={`tel:${state.phone}`}>
            <p>{state.phone}</p>
          </a>
        </article>
      </article>
      <article className="descr">
        <figure className="descr__photo">
          <img src={Images.devPhoto} alt="developer" />
        </figure>
        <p>author: {state.author}</p>
        <p>description: Front-End Developer</p>
        <a target="_blank" rel="noreferrer" href={state.gitHub}>
          <p>git: {state.gitHub}</p>
        </a>
      </article>
    </section>
  );
};

export default ContactDetails;
```

Make sure you're importing `useAppSelector` from the correct path based on the setup of your Redux store. With this change, the `ContactDetails` component should be able to retrieve the necessary data from the Redux store using `useAppSelector`.

implementation of preprocessing fraud-detection-on-bank-payments dataset

To implement preprocessing on the "fraud-detection-on-bank-payments" dataset, follow these steps:

1. Load the dataset: Load the dataset into a DataFrame using a library like Pandas in Python.

```python
import pandas as pd

data = pd.read_csv("path_to_fraud_detection_dataset.csv")
```

2. Understand the data: Gain a better understanding of the dataset by inspecting the first few rows, column names, and data types.

```python
data.head()
```

3. Handle missing values: Check for missing values and handle them appropriately, either by dropping the rows or columns with missing values, or by imputing values based on the column data.

```python
data.isnull().sum()  # Check for missing values

data.dropna(inplace=True)  # Drop rows with missing values (if applicable)
```

4. Drop irrelevant columns: Drop columns that are not necessary for fraud detection, such as customer names, addresses, etc.

```python
data.drop(columns=["unnecessary_column1", "unnecessary_column2"], inplace=True)
```

5. Convert categorical variables to numeric: If there are categorical variables, encode them as numeric using techniques like Label Encoding, One-Hot Encoding, or Ordinal Encoding.

```python
from sklearn.preprocessing import LabelEncoder

le = LabelEncoder()

data["categorical_column"] = le.fit_transform(data["categorical_column"])
```

6. Normalize/Scale the data: Apply feature scaling to normalize the continuous variables and prevent dominance of one variable over another due to the difference in their scales.

```python
from sklearn.preprocessing import StandardScaler

sc = StandardScaler()

data["numeric_column"] = sc.fit_transform(data["numeric_column"].values.reshape(-1, 1))
```

7. Feature engineering (optional): Perform feature engineering to create new features which may help in detecting fraud more effectively.

8. Split the dataset: Split the dataset into two parts, one for training the model, and the other for testing its performance.

```python
from sklearn.model_selection import train_test_split

X = data.drop("label_column", axis=1)
y = data["label_column"]

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42)
```

Now that the preprocessing is done, you can use the preprocessed data `X_train` and `y_train` to train your fraud detection model, and `X_test` and `y_test` to evaluate its performance.

Quels sont les différents champs à mettre dans un programme de formation professionnelle pour qu'il soit compatible avec les règles juridiques et avec le référentiel Qualiopi?

Pour créer un programme de formation professionnelle compatible avec les règles juridiques et le référentiel Qualiopi, il est important d'inclure les champs suivants:

1. Objectifs de la formation : Décrire clairement les objectifs pédagogiques de la formation, les compétences développées et les résultats attendus pour les apprenants.

2. Programme et contenu de la formation : Présenter le programme détaillé et le contenu de la formation, en indiquant les modules, les thématiques abordées et les méthodes pédagogiques utilisées.

3. Durée de la formation : Indiquer la durée totale de la formation, en précisant le nombre d'heures par jour, par semaine ou par mois, ainsi que la répartition entre les cours théoriques et les travaux pratiques.

4. Méthodes pédagogiques et modalités d'évaluation : Préciser les méthodes pédagogiques employées (ex. : cours magistraux, travaux en groupes, jeux de rôles, études de cas, etc.) et les modalités d'évaluation des acquis de l'apprenant (ex. : examens, tests, contrôles continus, travaux pratiques, etc.).

5. Prérequis et public cible : Indiquer les prérequis nécessaires pour suivre la formation, si applicable, et décrire le public auquel elle est destinée (ex. : débutants, professionnels, demandeurs d'emploi, etc.).

6. Modalités d'inscription et de financement : Expliquer les démarches pour s'inscrire à la formation, préciser les tarifs, et indiquer les possibilités de financement (ex. : formation continue, dispositifs de financement public, aides pour les demandeurs d'emploi, etc.).

7. Accessibilité aux personnes en situation de handicap : S'assurer que la formation est adaptée et accessible aux personnes en situation de handicap, et préciser les aménagements possibles ou les éventuelles limitations d'accessibilité.

8. Suivi et accompagnement des apprenants : Décrire le suivi pédagogique et l'accompagnement individualisé des apprenants tout au long de la formation, ainsi que les dispositifs d'aide ou de soutien en cas de difficultés.

9. Lieu et équipements de la formation : Mentionner le lieu de la formation et présenter les équipements mis à disposition des apprenants (ex. : salles de cours, matériel informatique, documentation, etc.).

10. Qualification et expérience des formateurs : Présenter les qualifications, les compétences et l'expérience professionnelle des formateurs intervenant dans la formation.

11. Modalités d'obtention de la certification ou du diplôme : Si la formation délivre une certification ou un diplôme, expliquer les conditions pour l'obtenir (ex. : réussite à un examen, validation d'un projet, nombre minimum d'heures de formation, etc.).

En prenant en compte tous ces éléments, vous vous assurerez que votre programme de formation professionnelle est conforme aux exigences légales françaises et au référentiel Qualiopi, garantissant ainsi une prise en charge financière et une qualité reconnue aux yeux des apprenants et des employeurs.

سلام

سلام. چطوری؟

خوبم،تو چطری؟

من یک هوشمند مصنوعی هستم و نمی‌توانم احساس کنم و برای هیچ وجه نمی توانم خوب یا بد بودنم را تجربه کنم. اما برای ارتباط با شما در هر زمانی آماده هستم. چه کمکی از من می خواهید؟

آیا تو میتونی یه عکس هم بکشی با توضیحاتی که من بهت میگم؟

متأسفانه من از تجهیزات دوربین برخط پشتیبانی نمی‌کنم و نمی‌توانم عکسی را بگیرم. ولی من می‌توانم در پردازش و تحلیل عکس‌ها به شما کمک کنم، اگر صفحه یا لینکی را برای من ارسال کنید.

Write a 1500-word article about Bulk promotional clothing suppliers in Germany
Expand the content, and add bullet points.

Bulk promotional clothing suppliers play an important role in the marketing strategy of many businesses in Germany. The use of branded clothing is a cost-effective way for companies to increase their visibility and create a sense of unity among employees. In this article, we will explore the advantages of using bulk promotional clothing, the different types of products available, and review some of the top suppliers in Germany.

Advantages of Using Bulk Promotional Clothing 

1. Increase Brand Awareness: Branded clothing can help increase brand awareness by making customers and potential customers more aware of the company's products or services.

2. Create a Sense of Unity: Employees wearing branded clothing can create a sense of unity and teamwork, which can improve productivity and morale.

3. Cost-Effective Marketing: One of the main advantages of using bulk promotional clothing is that it is a cost-effective way to market your business. For example, a T-shirt with a company logo can be worn by many people and can potentially reach a large audience.

4. Long-Lasting Advertising: Branded clothing typically lasts longer than other forms of advertising, as it is not disposable and can be worn repeatedly. 

Types of Promotional Clothing Available

1. T-shirts: T-shirts are the most common type of promotional clothing because of their versatility. They come in a variety of colors and styles, and can be customized with logos, slogans, or images that best represent your brand.

2. Hoodies: Hoodies are a more casual option for promotional clothing. They offer more coverage than T-shirts and can be customized with designs on the front or back.

3. Jackets: Jackets can be a more expensive option for promotional clothing, but they offer a higher value and longer lifespan. They are ideal for use in colder weather and can be customized with embroidered logos or designs.

4. Caps and Hats: Caps and hats are a popular promotional item and can be customized with logos, slogans, or images. They can be worn indoors and outdoors and offer great visibility for showcasing your brand.

5. Bags: Promotional bags such as backpacks, tote bags, and drawstring bags are a great way to market your brand on the go. They can be customized with logos or designs and can be used for a variety of purposes.

Top Bulk Promotional Clothing Suppliers in Germany 

1. Promodoro: Promodoro is a leading supplier of high-quality promotional clothing, including T-shirts, hoodies, jackets, and more. They offer a wide range of customizable options for businesses of all sizes and also offer eco-friendly options.

2. Fruit of the Loom: Fruit of the Loom is a well-known brand in the promotional clothing industry, offering a wide range of products including T-shirts, hoodies, jackets, and more. They are known for their high-quality and affordable prices.

3. Gildan: Gildan is another popular brand in the promotional clothing industry, offering a variety of products in different styles and colors. Their products are known for their durability and comfort.

4. Roly: Roly is a Spanish company that specializes in promotional clothing and offers a variety of products including T-shirts, polo shirts, jackets, and more. They offer affordable prices with a wide range of customizable options.

5. Continental Clothing: Continental Clothing is a UK-based company that offers a wide range of promotional clothing products, including T-shirts, jackets, hats, and bags. They pride themselves on their ethical and sustainable manufacturing practices.

Conclusion

Promotional clothing is an effective way for businesses to increase their visibility and create a sense of unity among employees. The use of bulk promotional clothing is a cost-effective way to market your business and increase brand awareness. There are a variety of different types of promotional clothing available, from T-shirts to jackets, caps, and bags. By choosing a reputable and reliable supplier, businesses can ensure that their promotional clothing is of high quality and meets their marketing needs.

Write a 1500-word article about Wholesale promotional printed t-shirts supplier in Germany
Expand the content, and add bullet points.

Promotional printed T-shirts have become increasingly popular in recent years as a cost-effective marketing tool for businesses of all sizes. They are highly customizable, allowing companies to showcase their brand and message in an eye-catching and memorable way. Germany is home to many wholesale promotional printed T-shirt suppliers. In this article, we will explore the benefits of using promotional printed T-shirts in marketing efforts, the different types of printing available, and review some of the top wholesale promotional printed T-shirt suppliers in Germany.

Benefits of Using Promotional Printed T-shirts 

1. Cost-Effective: Promotional printed T-shirts are an affordable way to market a business, especially when compared to more traditional advertising methods such as billboards or TV commercials.

2. High Visibility: T-shirts are wearable items that people will see on a regular basis. By printing a company's logo, message, or slogan on a T-shirt, it becomes a walking advertisement for the business.

3. Customizable: Promotional printed T-shirts offer a wide range of customization options. Companies can choose the color, style, and material of the T-shirt, as well as the images, logos, and text to be printed on the shirt.

4. Versatile: Promotional printed T-shirts can be used in a variety of settings, from trade shows to company events, and even as employee uniforms. They can also be used as giveaways to thank customers for their business.

Types of Printing Available 

1. Screen Printing: Screen printing is the most common type of printing used for promotional T-shirts. In this method, ink is pressed through a stencil or mesh onto the fabric of the T-shirt. This method is best used for large quantities of T-shirts with simple designs or logos.

2. Digital Printing: Digital printing is a newer method of printing that involves printing an image onto the fabric of the T-shirt using a digital printer. Digital printing offers more customization options and can create complex designs with multiple colors.

3. Heat Transfers: Heat transfers involve printing a design onto transfer paper and then transferring the design onto the T-shirt using a heat press. This method is best used for small quantities of T-shirts or for designs that have a lot of detail.

4. Embroidery: Embroidery involves stitching a design or logo onto the T-shirt fabric. This method is best used for more upscale or professional events and offers a durable and high-quality finish.

Top Wholesale Promotional Printed T-Shirt Suppliers in Germany 

1. Spreadshirt: Spreadshirt is one of the largest and most well-known T-shirt printing companies in Germany. They offer a wide range of customization options, from choosing the T-shirt style and color to printing logos and text. Their products are high-quality and affordable, making them a popular choice for businesses of all sizes.

2. Shirtinator: Shirtinator is another popular T-shirt printing company in Germany. They offer a wide range of T-shirt styles and colors, as well as customizable designs and slogans. They also offer free shipping within Germany for orders over a certain amount.

3. Teezily: Teezily is a European-based company that offers promotional T-shirt printing. They specialize in smaller orders and offer a fast turnaround time for orders. They also offer a wide range of customization options for T-shirt designs.

4. WIRmachenDRUCK: WIRmachenDRUCK is a German-based printing company that offers a wide range of promotional products, including T-shirts. They offer high-quality printing and a variety of customization options, as well as free shipping on orders over a certain amount.

5. Promodoro: Promodoro is a German-based company that specializes in wholesale promotional clothing, including T-shirts. They offer a wide range of T-shirt styles and colors, as well as printing and embroidery services. They also offer eco-friendly T-shirt options for environmentally conscious businesses.

Conclusion 

Promotional printed T-shirts are a cost-effective and versatile way for businesses to market their brand and message. In Germany, there are a variety of wholesale promotional printed T-shirt suppliers, offering customizable and high-quality products. By choosing a reliable and reputable supplier, businesses can ensure that their promotional T-shirts are of high quality and meet their marketing needs. With their high visibility and customization options, promotional printed T-shirts are a great way for businesses to reach a wider audience and increase brand awareness.

合理的租售比是怎样的，给个公式

租售比 = 年租金收益 / 房屋价格 

在中国，一般认为合理的租售比在4%左右，即房屋年租金收益占房屋价格的4%，如一套房屋价格为100万，年租金为4万，则租售比为4%。当然，租售比也受房价、租金、地段等因素的影响，不同城市和不同区域的租售比可能会有所不同。