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name : translation-install.php
<?php
/**
 * WordPress Translation Installation Administration API
 *
 * @package WordPress
 * @subpackage Administration
 */


/**
 * Retrieve translations from WordPress Translation API.
 *
 * @since 4.0.0
 *
 * @param string       $type Type of translations. Accepts 'plugins', 'themes', 'core'.
 * @param array|object $args Translation API arguments. Optional.
 * @return array|WP_Error On success an associative array of translations, WP_Error on failure.
 */
function translations_api( $type, $args = null ) {
	// Include an unmodified $wp_version.
	require ABSPATH . WPINC . '/version.php';

	if ( ! in_array( $type, array( 'plugins', 'themes', 'core' ), true ) ) {
		return new WP_Error( 'invalid_type', __( 'Invalid translation type.' ) );
	}

	/**
	 * Allows a plugin to override the WordPress.org Translation Installation API entirely.
	 *
	 * @since 4.0.0
	 *
	 * @param false|array $result The result array. Default false.
	 * @param string      $type   The type of translations being requested.
	 * @param object      $args   Translation API arguments.
	 */
	$res = apply_filters( 'translations_api', false, $type, $args );

	if ( false === $res ) {
		$url      = 'http://api.wordpress.org/translations/' . $type . '/1.0/';
		$http_url = $url;
		$ssl      = wp_http_supports( array( 'ssl' ) );
		if ( $ssl ) {
			$url = set_url_scheme( $url, 'https' );
		}

		$options = array(
			'timeout' => 3,
			'body'    => array(
				'wp_version' => $wp_version,
				'locale'     => get_locale(),
				'version'    => $args['version'], // Version of plugin, theme or core.
			),
		);

		if ( 'core' !== $type ) {
			$options['body']['slug'] = $args['slug']; // Plugin or theme slug.
		}

		$request = wp_remote_post( $url, $options );

		if ( $ssl && is_wp_error( $request ) ) {
			wp_trigger_error(
				__FUNCTION__,
				sprintf(
					/* translators: %s: Support forums URL. */
					__( 'An unexpected error occurred. Something may be wrong with WordPress.org or this server&#8217;s configuration. If you continue to have problems, please try the <a href="%s">support forums</a>.' ),
					__( 'https://wordpress.org/support/forums/' )
				) . ' ' . __( '(WordPress could not establish a secure connection to WordPress.org. Please contact your server administrator.)' ),
				headers_sent() || WP_DEBUG ? E_USER_WARNING : E_USER_NOTICE
			);

			$request = wp_remote_post( $http_url, $options );
		}

		if ( is_wp_error( $request ) ) {
			$res = new WP_Error(
				'translations_api_failed',
				sprintf(
					/* translators: %s: Support forums URL. */
					__( 'An unexpected error occurred. Something may be wrong with WordPress.org or this server&#8217;s configuration. If you continue to have problems, please try the <a href="%s">support forums</a>.' ),
					__( 'https://wordpress.org/support/forums/' )
				),
				$request->get_error_message()
			);
		} else {
			$res = json_decode( wp_remote_retrieve_body( $request ), true );
			if ( ! is_object( $res ) && ! is_array( $res ) ) {
				$res = new WP_Error(
					'translations_api_failed',
					sprintf(
						/* translators: %s: Support forums URL. */
						__( 'An unexpected error occurred. Something may be wrong with WordPress.org or this server&#8217;s configuration. If you continue to have problems, please try the <a href="%s">support forums</a>.' ),
						__( 'https://wordpress.org/support/forums/' )
					),
					wp_remote_retrieve_body( $request )
				);
			}
		}
	}

	/**
	 * Filters the Translation Installation API response results.
	 *
	 * @since 4.0.0
	 *
	 * @param array|WP_Error $res  Response as an associative array or WP_Error.
	 * @param string         $type The type of translations being requested.
	 * @param object         $args Translation API arguments.
	 */
	return apply_filters( 'translations_api_result', $res, $type, $args );
}

/**
 * Get available translations from the WordPress.org API.
 *
 * @since 4.0.0
 *
 * @see translations_api()
 *
 * @return array[] Array of translations, each an array of data, keyed by the language. If the API response results
 *                 in an error, an empty array will be returned.
 */
function wp_get_available_translations() {
	if ( ! wp_installing() ) {
		$translations = get_site_transient( 'available_translations' );
		if ( false !== $translations ) {
			return $translations;
		}
	}

	// Include an unmodified $wp_version.
	require ABSPATH . WPINC . '/version.php';

	$api = translations_api( 'core', array( 'version' => $wp_version ) );

	if ( is_wp_error( $api ) || empty( $api['translations'] ) ) {
		return array();
	}

	$translations = array();
	// Key the array with the language code for now.
	foreach ( $api['translations'] as $translation ) {
		$translations[ $translation['language'] ] = $translation;
	}

	if ( ! defined( 'WP_INSTALLING' ) ) {
		set_site_transient( 'available_translations', $translations, 3 * HOUR_IN_SECONDS );
	}

	return $translations;
}

/**
 * Output the select form for the language selection on the installation screen.
 *
 * @since 4.0.0
 *
 * @global string $wp_local_package Locale code of the package.
 *
 * @param array[] $languages Array of available languages (populated via the Translation API).
 */
function wp_install_language_form( $languages ) {
	global $wp_local_package;

	$installed_languages = get_available_languages();

	echo "<label class='screen-reader-text' for='language'>Select a default language</label>\n";
	echo "<select size='14' name='language' id='language'>\n";
	echo '<option value="" lang="en" selected="selected" data-continue="Continue" data-installed="1">English (United States)</option>';
	echo "\n";

	if ( ! empty( $wp_local_package ) && isset( $languages[ $wp_local_package ] ) ) {
		if ( isset( $languages[ $wp_local_package ] ) ) {
			$language = $languages[ $wp_local_package ];
			printf(
				'<option value="%s" lang="%s" data-continue="%s"%s>%s</option>' . "\n",
				esc_attr( $language['language'] ),
				esc_attr( current( $language['iso'] ) ),
				esc_attr( $language['strings']['continue'] ? $language['strings']['continue'] : 'Continue' ),
				in_array( $language['language'], $installed_languages, true ) ? ' data-installed="1"' : '',
				esc_html( $language['native_name'] )
			);

			unset( $languages[ $wp_local_package ] );
		}
	}

	foreach ( $languages as $language ) {
		printf(
			'<option value="%s" lang="%s" data-continue="%s"%s>%s</option>' . "\n",
			esc_attr( $language['language'] ),
			esc_attr( current( $language['iso'] ) ),
			esc_attr( $language['strings']['continue'] ? $language['strings']['continue'] : 'Continue' ),
			in_array( $language['language'], $installed_languages, true ) ? ' data-installed="1"' : '',
			esc_html( $language['native_name'] )
		);
	}
	echo "</select>\n";
	echo '<p class="step"><span class="spinner"></span><input id="language-continue" type="submit" class="button button-primary button-large" value="Continue" /></p>';
}

/**
 * Download a language pack.
 *
 * @since 4.0.0
 *
 * @see wp_get_available_translations()
 *
 * @param string $download Language code to download.
 * @return string|false Returns the language code if successfully downloaded
 *                      (or already installed), or false on failure.
 */
function wp_download_language_pack( $download ) {
	// Check if the translation is already installed.
	if ( in_array( $download, get_available_languages(), true ) ) {
		return $download;
	}

	if ( ! wp_is_file_mod_allowed( 'download_language_pack' ) ) {
		return false;
	}

	// Confirm the translation is one we can download.
	$translations = wp_get_available_translations();
	if ( ! $translations ) {
		return false;
	}
	foreach ( $translations as $translation ) {
		if ( $translation['language'] === $download ) {
			$translation_to_load = true;
			break;
		}
	}

	if ( empty( $translation_to_load ) ) {
		return false;
	}
	$translation = (object) $translation;

	require_once ABSPATH . 'wp-admin/includes/class-wp-upgrader.php';
	$skin              = new Automatic_Upgrader_Skin();
	$upgrader          = new Language_Pack_Upgrader( $skin );
	$translation->type = 'core';
	$result            = $upgrader->upgrade( $translation, array( 'clear_update_cache' => false ) );

	if ( ! $result || is_wp_error( $result ) ) {
		return false;
	}

	return $translation->language;
}

/**
 * Check if WordPress has access to the filesystem without asking for
 * credentials.
 *
 * @since 4.0.0
 *
 * @return bool Returns true on success, false on failure.
 */
function wp_can_install_language_pack() {
	if ( ! wp_is_file_mod_allowed( 'can_install_language_pack' ) ) {
		return false;
	}

	require_once ABSPATH . 'wp-admin/includes/class-wp-upgrader.php';
	$skin     = new Automatic_Upgrader_Skin();
	$upgrader = new Language_Pack_Upgrader( $skin );
	$upgrader->init();

	$check = $upgrader->fs_connect( array( WP_CONTENT_DIR, WP_LANG_DIR ) );

	if ( ! $check || is_wp_error( $check ) ) {
		return false;
	}

	return true;
}
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Data Visualization and Analytics - Michigan AI Application Development - Best Microsoft C# Developers & Technologists

Data Visualization and Analytics

AI & Analytics, Technology

There are many reasons why data visualization is important. It can help people understand data more easily, it can help people find patterns and relationships in data more easily, and it can help people communicate data more effectively.

Data Visualization and Analytics

Data visualization is the process of representing data in a graphical or other visual format. It can be used to effectively communicate large amounts of data, and to help people understand trends and patterns. There are many different ways to visualize data, and the best approach will depend on the type and amount of data, as well as the audience. Some common methods include charts, graphs, maps, and infographics.

Data analytics is a process of inspecting, cleansing, transforming and modeling data with the goal of discovering useful information, informing conclusions and supporting decision-making. Data analytics is used in a wide range of industries, from retail and manufacturing to finance and healthcare.

Data visualization and analytics is a process of turning data into insights. It involves taking data and creating visual representations of that data in order to better understand it. This can be done through a variety of means, such as charts, graphs, and maps. Data visualization and analytics can be used to find trends, patterns, and outliers in data. It can also be used to make predictions about future data.

With so much data being produced every day, it is becoming increasingly important to be able to effectively visualize it. Data visualization can help us to make sense of large data sets, and to see the trends and patterns that would be otherwise hidden. In other words, data visualization can help to quickly identify patterns and outliers in large data sets. It can also help to communicate complex data sets to nontechnical audiences.

Importance and Strategy

There are many reasons for why data visualization is needed. Data visualization can help make complex data more understandable and can help people see patterns and trends that they might not be able to see otherwise. Additionally, data visualization can help people communicate their findings to others more effectively.

Developing a strategy will vary depending on the data set(s) being visualized, the purpose of the visualization, and the audience. However, some tips for developing a data visualization strategy include:

Start by understanding the data set(s) you want to visualize. What information do they contain? How are they structured?

Determine the purpose of the visualization. What do you want to communicate with it? Think about your audience. Who will be looking at the visualization? What do they need to know?

Choose the right visualization type(s) for the data and the purpose.

Design the visualization for clarity and ease of understanding.

Test the visualization with people from your target audience to ensure it is effective.

Some benefits of data visualization for businesses include the ability to: better understand data sets, communicate information more effectively, make more informed decisions, solve problems more efficiently, plan and execute strategies more effectively, and gain a competitive edge.

There are many data visualization software tools available, including Tableau, Qlik, Microsoft Power BI, and more. Each tool has its own strengths and weaknesses, so it‘s important to choose the right tool for the job.

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