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https://github.com/leroyanders/acrticle-scrapper

This Python-based repository hosts a sophisticated service designed for scraping web articles and converting them into Markdown format. The core functionality of this service includes extracting the main content of articles, such as headlines, key paragraphs, and associated images, and then seamlessly transforming this content into well-structured…
https://github.com/leroyanders/acrticle-scrapper

article-parser content-creation-tools content-extraction data-archiving html-to-markdown-converter image-downloading markdown-conversion metadata-extraction python web-scraping

Last synced: about 2 months ago
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Host: GitHub
URL: https://github.com/leroyanders/acrticle-scrapper
Owner: leroyanders
Created: 2024-02-18T14:49:36.000Z (10 months ago)
Default Branch: main
Last Pushed: 2024-02-19T18:39:03.000Z (10 months ago)
Last Synced: 2024-10-12T22:11:59.682Z (2 months ago)
Topics: article-parser, content-creation-tools, content-extraction, data-archiving, html-to-markdown-converter, image-downloading, markdown-conversion, metadata-extraction, python, web-scraping
Language: Python
Homepage:
Size: 23.4 KB
Stars: 3
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: readme.md
- Security: security.md

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README

# Markdown Article Scraper with Images

## Description:

_This Python-based repository hosts a sophisticated service designed for scraping web articles and converting them into Markdown format. The core functionality of this service includes extracting the main content of articles, such as headlines, key paragraphs, and associated images, and then seamlessly transforming this content into well-structured Markdown files. This automated process ensures that the essence of the original article is preserved, including its visual elements, making it ideal for content creators, researchers, and archivists who prefer the Markdown format for its simplicity and versatility. Key features include image downloading and embedding, metadata extraction (such as article descriptions and keywords), and the conversion of HTML elements to their Markdown counterparts. This tool is particularly useful for those looking to compile information from various sources while maintaining a consistent and easily manageable format._

### Key Features:

- Automated scraping of web articles into Markdown format
- Image extraction and embedding within the Markdown file
- Metadata collection, including article descriptions and keywords
- Conversion of HTML content to Markdown for easy readability and editing
- Support for multiple sources and article structures

**Usage Scenarios:**

- Content archiving in a lightweight format
- Research and educational purposes, allowing for easy citation and note-taking
- Content creators looking for a streamlined way to gather and transform web content

**Technology Stack:**

- Python for the core scripting and automation
- Beautiful Soup and similar libraries for web scraping
- Markdown conversion libraries for formatting the extracted content

_Please note that users should always ensure they have permission to scrape and reuse content from web pages, respecting copyright and fair use policies._

## _Instalation:_

### **Make sure you do step-by-step:**

1. _Clone using HTTP_
2. _Create local environment_
3. _Install dependencies from requirements.txt_

**Run following:**
> $``python3 -m venv env``\
> $``source env/bin/activate``\
> (env) $``pip3 install -r requirements.txt``

### **Instalation nltk(punkt)**
> (env) $ ```python3 setup.py```

### **Run server**
> **(env)** $ ```python3 main.py```

_Now you can send the POST request with json(raw) body:_

```json
{
"url": "https://health.usnews.com/wellness/food/articles/the-insulin-resistance-diet"
}
```

And the response will be like:

```json
{
"article": {
"description": "Discover effective diet tips to combat insulin resistance, lose weight and improve your overall health and well-being.",
"keywords": [
"Elaine K. Howley",
"Lisa Jones",
"diet and nutrition",
"diets",
"diabetes",
"diabetes diet",
"diabetes type 2",
"diabetes type 1",
"EVG",
"Diet"
],
"markdown_summary": "![Shot of a vegan meal preparation with lots of vegetables and fruits on a domestic kitchen](https://www.usnews.com/object/image/0000018b-6d82-ddc2-a1bf-7f9ea2550000/gettyimages-1430989750.jpg?update-time=1698349625470&size=responsiveFlow300)Getty Images\n\ni8If you have diabetes and need to manage your blood sugar levels, learning the ins and outs of the insulin resistance diet, also called the glycemic-index diet, might help you better assess which foods are right for you.\n\nIn this guide, we'll explain what the insulin resistance diet is and how to follow it. You’ll get a 7-day meal plan along with suggested foods to eat and avoid. Plus, you’ll learn about potential benefits and risks with this diet.\n\nWhat Is the Insulin Resistance Diet?The insulin resistance diet is an approach to eating that takes its primary cues from the glycemic index, developed by nutrition professor David Jenkins in the early 1980s.\n\nEssentially, the glycemic index is a scale that tells you how quickly a food – namely its carbs – will be converted into glucose, a simple sugar, once it’s in your body. (The body then creates insulin in response to that energy-providing glucose.) The glycemic index ranks foods from 0 to 100 by how much a 50-gram portion raises blood sugar for two hours after consumption.\n\nGenerally, the lower the glycemic-index number, the \"better\" the food item.\n\n\"Foods with a lower GI increase blood glucose more slowly,\" explains Dr. Richard L. Seidman, former chief medical officer of L.A. Care Health Plan, the largest publicly operated health plan in the U.S. \"The lower GI foods are usually high in fiber or may have some fat or protein in them too, thus making their digestion more gradual.\"\n\nOn the other hand, eating high glycemic-index carbs can cause a spike in blood sugar levels. Over time, those high levels can weaken the body's insulin response and prevent it from using glucose for energy.\n\n\"It's very important to be mindful of the quality of carbohydrates that you are eating to help keep balanced blood sugar levels,\" notes Gaby Vaca-Flores, a registered dietitian and education specialist at HUM Nutrition in Los Angeles. \n\nDoes the Insulin Resistance Diet Work for Losing Weight?In short, maybe. When you can slow down the rate at which your stomach digests food, you may feel fuller longer. That can translate to eating less food less often, thus potentially leading to weight loss. A gradual release of sugars into the bloodstream, rather than a sudden dump, also means your body will be better able to manage blood sugar levels and diabetes. What's key is aiming for foods on the lower end of the glycemic index.\n\nBlack beans, for instance, have a GI of 30. Beans are rich in fiber and protein and contain a type of fiber called resistant starch. This means that the starch resists digestion in the small intestine and ferments in the large intestine instead.\n\n\"This not only helps slow down the rise of blood sugar but acts as a prebiotic, which is what probiotics (\"good\" bacteria) live on,\" Seidman says.\n\nPrebiotics feed probiotics to help keep your gut microbiome balanced.\n\nWhite bread, on the other hand, has a GI score of 75.\n\n\"Breads, bagels, rice, (sugar-sweetened) soda, potatoes and popcorn are considered high on the GI,\" says Brenda Bennett, a nutritional therapy practitioner and author. \"These carbohydrates are rapidly absorbed and turned to glucose in the body, raising blood sugar levels.\"\n\nIs the Insulin Resistance Diet Healthy?While the glycemic index can help you understand how foods compare to one another and how they might impact your blood sugar levels, it doesn’t tell the full story.\n\n\"A food’s GI number can be misleading because in most cases, when we sit down for a meal or snack, we’re combining fats and proteins with carbohydrates,\" Bennett says.\n\nIn fact, it's rare for people to consume only carbs. Consuming fats and proteins along with carbs can help stabilize blood glucose levels.\n\nPlus, not all bodies process carbs in the same way. For instance, a 2015 study published in the journal Cell demonstrated that individual responses to foods can vary widely. One person might eat a cookie and see a minimal rise in blood sugar, while another could eat a banana and experience a significant spike, which deviates from glycemic index predictions.\n\n\"It's not always predictable,\" says Shawn Wells, a registered dietitian and certified sports nutritionist based in Dallas-Fort Worth.\n\nDifferent people metabolize foods differently. So, he says, it's important to remember that the glycemic index is \"just a scale, and it's not the most accurate thing.\"\n\nWhat about the glycemic load?The glycemic load– the volume of food you eat – is even more important than the index number because the GI number doesn’t look at the quality of the food, just how it will impact blood sugar.\n\nFor example, even though raw carrots have a similar GI (39) to milk chocolate (about 40), the carrots are going to be a better option because they provide a lot more fiber, vitamins and minerals.\n\nYou can calculate the glycemic load of any food by multiplying the grams of carbohydrate in the food by the food's glycemic index and dividing by 100:\n\n* For example, an apple has a GI of 38 and contains 13 grams of carbs. The glycemic load is (38 x 13)/100 = 5.\n* For a potato, the GI is 85, and it contains 14 grams of carbs, so the glycemic load would be (85 x 14)/100 = 12.\n\nThe Glycemic Index Foundation reports that for optimal health, you should try to keep your daily total glycemic load under 100.\n\nHow to Follow the Insulin Resistance DietThe glycemic index is not a diet plan in itself; rather, it's a tool to guide food choices. It has, however, been leveraged to develop the insulin resistance diet, which emphasizes foods that have less of an impact on blood sugar.\n\nThe insulin resistance diet doesn't dictate portion sizes or direct dieters to count calories or fat intake. Instead, it relies on the GI scale to help you pick foods for weight loss or to aid in weight maintenance, in addition to managing blood sugars.\n\nFoods to Eat on the Insulin Resistance DietOn the insulin resistance diet, carbohydrates are classified into \"good\" and \"bad\" categories. Good carbs, which have a lower GI number, have less impact on blood sugar levels and take longer to digest, which helps you feel fuller longer. Think proteins, high-fiber whole grains, vegetables and some low-carb fruits.\n\nFoods that are considered low on the GI scale are typically under 55. Some of the best foods to eat when looking to control your blood sugar, with their GI score, include:\n\nLean protein\n\n* Chicken = 0.\n* Fish = 0.\n* Turkey = 0.\n* Lean cuts of red meat = 0.\n* Lean cuts of pork = 0.\n* Tofu = 15.\n* Tempeh = 15.\n\nMeat contains no carbohydrates, so it does not impact blood sugar levels. Plant-based proteins, such as tofu and tempeh above, do contain some carbohydrates, so they have a higher GI score than meat.\n\nWhole grains\n\n* Black beans = 30.\n* Brown rice = 50.\n* Pinto beans = 45.\n* Quinoa = 53.\n\nVegetables\n\n* Avocado = 10.\n* Broccoli = 15.\n* Carrots = 30.\n* Cucumbers = 15.\n* Onions = 10.\n* Green beans = 30.\n* Kale = 15.\n* Mushrooms = 15.\n* Peppers = 15.\n* Tomatoes = 30.\n\nFruits\n\n* Blueberries = 25.\n* Grapefruit = 22.\n* Pear = 30.\n* Pomegranate = 35.\n* Strawberries = 25.\n\nFoods to Limit or AvoidAny foods that score above 70 are considered high GI foods, explains Cathy Leman, a registered dietitian and nutrition therapist based in Chicago. Foods in the 55 to 70 range are considered medium glycemic-index foods, and should be used in moderation.\n\nHigher glycemic index foods are classified as “bad carbs” in the insulin resistance world because they are digested more quickly and release glucose into the bloodstream faster, which can spike your blood sugar and make you feel hungry sooner. Examples of bad carbs include:\n\n* Bagels = 70.\n* White bread = 90.\n* Donuts = 75.\n* White table sugar = 58.\n* Brown sugar = 70.\n* Soft drinks (soda, cola) = 60.\n* Beer = 70.\n\nIn general, ultra-processed foods are also ones to limit or avoid on this diet, as they often contain hidden sugars that can raise your blood sugar.\n\nMany foods that come in a bag or a box tend to rank higher on the glycemic index, Wells says.\n\nIt's important to note that the GI index only considers the carbohydrates in foods and ranks these foods in isolation. However, we don't always consume single foods in isolation. The impact on blood sugar can be influenced by protein, fat, fiber and other compounds, such as antioxidants, which may protect your cells from free radicals, Leman points out.\n\n\"It's not a balanced approach to choosing foods,\" Leman says.\n\nMeal Prep TipsWhen adhering to any diet, it’s wise to plan ahead, ensuring you know what and when you’ll eat.\n\nHere are some meal planning and prep tips to make adherence to the insulin resistance diet easier:\n\n* Plan, then shop. Create a weekly plan and shop for those specific meals. Go to the grocery store with a list of items you need, and don’t deviate from it with impulse buys. It helps not to go shopping when hungry or tired, as that can weaken your resolve to stick to your plan.\n* Batch cook. Set aside some time on the weekend or when you're not busy to cook larger batches of meals. You can then divide those into individual portions and freeze to make easy-to-heat weekday lunches or dinners.\n* Use a scale. When measuring ingredients or portion sizes, it helps to use a scale or other measuring tools to stick to appropriate portion sizes. If you’re using the insulin resistance diet to lose weight, controlling portion sizes and understanding your overall caloric intake still matters.\n* Experiment with recipes. Try new flavors, and keep things interesting by mixing up your weekly meal plan with new dishes and cuisines you might not have tried before.\n* Work with a dietitian. A registered dietitian can ensure your meal plan is nutritionally balanced.\n\n7-Day Meal Plan for the Insulin Resistance DietThe following meal plan can help you ease into the insulin resistant diet and experiment for the long term.\n\nMonday\n\n* Breakfast: Two scrambled eggs with spinach and tomatoes, ½ avocado and one small apple (about 350 to 400 calories).\n* Lunch: Grilled chicken breast with quinoa salad and mixed vegetables (cucumber, bell peppers and onion) with a tablespoon of olive oil and lemon dressing (about 450 to 500 calories).\n* Snack: One serving of plain Greek yogurt with a handful of berries and a drizzle of honey (about 200 calories).\n* Dinner: Baked salmon filet with steamed broccoli and cauliflower rice (about 400 to 450 calories).\n\nTuesday\n\n* Breakfast: Overnight oats made with rolled oats, almond milk, chia seeds and berries (about 350 to 400 calories).\n* Lunch: Lentil and vegetable soup and a mixed greens salad with a tablespoon of vinaigrette dressing (about 400 to 450 calories).\n* Snack: Carrot and celery sticks with hummus (about 150 to 200 calories).\n* Dinner: Grilled tofu with a side of sautéed kale and mushrooms (about 400 to 450 calories).\n\nWednesday\n\n* Breakfast: Greek yogurt with sliced peaches and a sprinkle of chopped nuts (about 350 to 400 calories).\n* Lunch: Turkey and whole-grain tortilla veggie wrap with a side salad of mixed greens and a tablespoon of balsamic vinaigrette dressing (about 450 to 500 calories).\n* Snack: Sliced bell peppers and cherry tomatoes with hummus (about 150 to 200 calories).\n* Dinner: Baked cod filet with lemon and herbs with a side of quinoa pilaf and roasted veggies (about 400 to 450 calories).\n\nThursday\n\n* Breakfast: Spinach and mushroom omelet with a side of berries (about 350 to 400 calories).\n* Lunch: Lentil and vegetable stir-fry with tofu and brown rice (about 400 to 450 calories).\n* Snack: Sliced cucumber with cottage cheese (about 150 to 200 calories).\n* Dinner: Grilled chicken with a side of asparagus and quinoa (about 400 to 450 calories).\n\nFriday\n\n* Breakfast: Two slices of whole-grain toast with 2 tablespoons of almond butter and a banana sliced on top (about 450 calories).\n* Lunch: Mixed bean salad with tomatoes, corn and lime-cilantro dressing (about 450 to 500 calories).\n* Snack: Mixed berries and a small handful of almonds (about 150 to 200 calories).\n* Dinner: Baked salmon filet with Brussels sprouts and cauliflower (about 400 to 450 calories).\n\nSaturday\n\n* Breakfast: Cottage cheese with pineapple chunks and a drizzle of honey (about 350 to 400 calories).\n* Lunch: Turkey and avocado lettuce wraps with a side of carrot and celery sticks (about 400 to 450 calories).\n* Snack: Small apple with a sprinkle of cinnamon (about 150 calories).\n* Dinner: Stir-fried shrimp with mixed veggies and brown rice (about 400 to 450 calories).\n\nSunday\n\n* Breakfast: A half-cup of oatmeal, a sliced banana, a sprinkle of crushed walnuts and a cup of unsweetened almond milk (about 350 to 400 calories).\n* Lunch: A 3-ounce serving of grilled pork tenderloin with a small sliced apple and a mixed green salad with a tablespoon of olive oil and lemon dressing (about 400 to 450 calories).\n* Snack: Sliced cucumber and bell peppers with hummus (about 150 to 200 calories).\n* Dinner: Baked tofu with sautéed spinach and quinoa (about 400 to 450 calories).\n\nKeep the following guidelines in mind when building out the rest of your meal plans:\n\n* Incorporate lean protein sources, such as chicken, turkey, fish, tofu and legumes.\n* Choose whole grains – like quinoa, brown rice and whole-wheat pasta – and consume in moderation.\n* Include a variety of non-starchy vegetables, such as spinach, kale, broccoli, cauliflower, peppers and tomatoes.\n* Use healthy fats in moderation, like avocado, olive oil and nuts.\n* Limit or avoid foods high in added sugars and refined carbohydrates.\n\nWho's the GI Diet Good for?This diet is designed for those looking to better manage their blood sugar, says Sara Riehm, a specialty dietitian and certified specialist in obesity and weight management with Orlando Health in Florida.\n\n“Most of the time, my recommendations for patients with Type 2 diabetes and patients with prediabetes closely align with the recommendations for someone struggling with insulin resistance,” she explains.\n\nDr. Joseph Barrera, an endocrinologist and associate medical director with Providence Mission Hospital in Southern California, adds that this diet may be particularly helpful for those with metabolic syndrome, a condition that has three or more of the following five symptoms:\n\n* Increased blood glucose.\n* Abdominal obesity.\n* High triglyceride levels.\n* Low HDL, or \"good\" cholesterol.\n* High blood pressure.\n\n“But even if you have just one of these conditions, an insulin resistance diet may help,” he notes.\n\nBenefits of the insulin resistance dietSeidman says that people with prediabetes can use the glycemic index to plan meals that don't promote blood sugar spikes. Similarly, he adds, \"people with diabetes may be able to choose foods that help them keep blood glucose more controlled.\"\n\nAs mentioned, the glycemic-index diet may help you manage your weight. There is also some limited evidence that it could help reduce cholesterol levels. In addition, \"there is some research that suggests an association between a low GI diet and reduced risk for breast cancer,\" Leman says.\n\nBarrera adds that this approach to eating may be helpful for those with other medical conditions because of the connection between insulin resistance and some chronic conditions, such as Alzheimer’s disease, cancer and heart disease.\n\nWho Should Avoid This Diet?Barrera notes that the insulin resistance diet is an extremely healthy approach to eating, particularly given the epidemic of obesity in the United States.\n\n\"In addition to weight loss, an insulin resistant diet can help in the treatment and prevention of diabetes, reduce blood pressure and cardiovascular risk, have positive effects on cholesterol profiles and help mitigate fatty liver disease,” Barrera adds.\n\nHowever, he notes that you should talk with a health care professional before starting this diet, especially if you're taking medication for hypertension and diabetes.\n\n\"Often, if patients have success with the diet, with reductions in blood pressure and blood sugar, they may need adjustments to their medications to avoid potential low blood pressures and low blood sugars,” he says.\n\nThose with Crohn’s disease, inflammatory bowel disease, irritable bowel syndrome or food sensitivities who are identifying trigger foods should also work with a dietitian to find the right approach, says Kathy Moore, an integrative and functional nutritionist and diabetes educator with the Ohio State University Wexner Medical Center in Columbus.\n\nRisks of the insulin resistance dietBecause this diet is predicated on consuming fewer carbs – and thus the body has less glucose – it can carry some risks for those who are already at a healthy weight, Moore points out.\n\n“Over-restricting carbohydrates is harmful for those with normal weight and blood glucose control,\" she explains. \"In addition, recent research indicates that very low (less than 10% calories from carbohydrate) and low carbohydrate (less than 26% calories from carbohydrate) activate insulin resistance in healthy individuals with normal weight.”\n\nThe Bottom LineAlthough the glycemic index can offer guidance on food choices, recent studies suggest it might not be a reliable measure of blood sugar responses, even in controlled settings, Lehman says.\n\nInstead of solely focusing on low GI foods, take a more holistic approach that involves consuming a varied diet of whole grains, nonfat and low-fat dairy products, fish, dried beans, peas and a generous amount of fresh produce. The Mediterranean diet, often endorsed by dietitians and doctors, embodies this balanced and nutrition-focused eating style.\n\nWhile diet plays a crucial role in addressing insulin resistance, it's not the only factor. Exercise and adequate sleep, Barrera points out, can go a long way as well. Aim for at least eight hours of sleep each night and 150 minutes of exercise per week.\n\n“Generally, a lifestyle that encourages slow and steady weight loss, moderate exercise, stress management and slow and mindful eating has a positive effect on insulin resistance,” Moore says.\n\nThe Best Foods for Building Muscle![](https://www.usnews.com/object/image/00000188-feab-d06f-abfd-feebdb980000/gettyimages-1305666189.jpg?update-time=1687899898333&size=responsiveSquare150)",
"publish_date": "2024-02-18 16:37:53",
"summary": "If you have diabetes and need to manage your blood sugar levels, learning the ins and outs of the insulin resistance diet, also called the glycemic-index diet, might help you better assess which foods are right for you.\n\nIn this guide, we'll explain what the insulin resistance diet is and how to follow it. You’ll get a 7-day meal plan along with suggested foods to eat and avoid. Plus, you’ll learn about potential benefits and risks with this diet.\n\n\n\nWhat Is the Insulin Resistance Diet?\n\nThe insulin resistance diet is an approach to eating that takes its primary cues from the glycemic index, developed by nutrition professor David Jenkins in the early 1980s.\n\nEssentially, the glycemic index is a scale that tells you how quickly a food – namely its carbs – will be converted into glucose, a simple sugar, once it’s in your body. (The body then creates insulin in response to that energy-providing glucose.) The glycemic index ranks foods from 0 to 100 by how much a 50-gram portion raises blood sugar for two hours after consumption.\n\nGenerally, the lower the glycemic-index number, the \"better\" the food item.\n\n\"Foods with a lower GI increase blood glucose more slowly,\" explains Dr. Richard L. Seidman, former chief medical officer of L.A. Care Health Plan, the largest publicly operated health plan in the U.S. \"The lower GI foods are usually high in fiber or may have some fat or protein in them too, thus making their digestion more gradual.\"\n\nOn the other hand, eating high glycemic-index carbs can cause a spike in blood sugar levels. Over time, those high levels can weaken the body's insulin response and prevent it from using glucose for energy.\n\n\"It's very important to be mindful of the quality of carbohydrates that you are eating to help keep balanced blood sugar levels,\" notes Gaby Vaca-Flores, a registered dietitian and education specialist at HUM Nutrition in Los Angeles.\n\n\n\nREAD Meal Plans for People With Diabetes\n\nDoes the Insulin Resistance Diet Work for Losing Weight?\n\nIn short, maybe. When you can slow down the rate at which your stomach digests food, you may feel fuller longer. That can translate to eating less food less often, thus potentially leading to weight loss. A gradual release of sugars into the bloodstream, rather than a sudden dump, also means your body will be better able to manage blood sugar levels and diabetes. What's key is aiming for foods on the lower end of the glycemic index.\n\nBlack beans, for instance, have a GI of 30. Beans are rich in fiber and protein and contain a type of fiber called resistant starch. This means that the starch resists digestion in the small intestine and ferments in the large intestine instead.\n\n\"This not only helps slow down the rise of blood sugar but acts as a prebiotic, which is what probiotics (\"good\" bacteria) live on,\" Seidman says.\n\nPrebiotics feed probiotics to help keep your gut microbiome balanced.\n\nWhite bread, on the other hand, has a GI score of 75.\n\n\"Breads, bagels, rice, (sugar-sweetened) soda, potatoes and popcorn are considered high on the GI,\" says Brenda Bennett, a nutritional therapy practitioner and author. \"These carbohydrates are rapidly absorbed and turned to glucose in the body, raising blood sugar levels.\"\n\n\n\nIs the Insulin Resistance Diet Healthy?\n\nWhile the glycemic index can help you understand how foods compare to one another and how they might impact your blood sugar levels, it doesn’t tell the full story.\n\n\"A food’s GI number can be misleading because in most cases, when we sit down for a meal or snack, we’re combining fats and proteins with carbohydrates,\" Bennett says.\n\nIn fact, it's rare for people to consume only carbs. Consuming fats and proteins along with carbs can help stabilize blood glucose levels.\n\nPlus, not all bodies process carbs in the same way. For instance, a 2015 study published in the journal Cell demonstrated that individual responses to foods can vary widely. One person might eat a cookie and see a minimal rise in blood sugar, while another could eat a banana and experience a significant spike, which deviates from glycemic index predictions.\n\n\"It's not always predictable,\" says Shawn Wells, a registered dietitian and certified sports nutritionist based in Dallas-Fort Worth.\n\nDifferent people metabolize foods differently. So, he says, it's important to remember that the glycemic index is \"just a scale, and it's not the most accurate thing.\"\n\nWhat about the glycemic load?\n\nThe glycemic load– the volume of food you eat – is even more important than the index number because the GI number doesn’t look at the quality of the food, just how it will impact blood sugar.\n\nFor example, even though raw carrots have a similar GI (39) to milk chocolate (about 40), the carrots are going to be a better option because they provide a lot more fiber, vitamins and minerals.\n\nYou can calculate the glycemic load of any food by multiplying the grams of carbohydrate in the food by the food's glycemic index and dividing by 100:\n\nFor example, an apple has a GI of 38 and contains 13 grams of carbs. The glycemic load is (38 x 13)/100 = 5.\n\nFor a potato, the GI is 85, and it contains 14 grams of carbs, so the glycemic load would be (85 x 14)/100 = 12.\n\nThe Glycemic Index Foundation reports that for optimal health, you should try to keep your daily total glycemic load under 100.\n\n\n\nHow to Follow the Insulin Resistance Diet\n\nThe glycemic index is not a diet plan in itself; rather, it's a tool to guide food choices. It has, however, been leveraged to develop the insulin resistance diet, which emphasizes foods that have less of an impact on blood sugar.\n\nThe insulin resistance diet doesn't dictate portion sizes or direct dieters to count calories or fat intake. Instead, it relies on the GI scale to help you pick foods for weight loss or to aid in weight maintenance, in addition to managing blood sugars.\n\nFoods to Eat on the Insulin Resistance Diet\n\nOn the insulin resistance diet, carbohydrates are classified into \"good\" and \"bad\" categories. Good carbs, which have a lower GI number, have less impact on blood sugar levels and take longer to digest, which helps you feel fuller longer. Think proteins, high-fiber whole grains, vegetables and some low-carb fruits.\n\nFoods that are considered low on the GI scale are typically under 55. Some of the best foods to eat when looking to control your blood sugar, with their GI score, include:\n\nLean protein\n\nChicken = 0.\n\nFish = 0.\n\nTurkey = 0.\n\nLean cuts of red meat = 0.\n\nLean cuts of pork = 0.\n\nTofu = 15.\n\nTempeh = 15.\n\nMeat contains no carbohydrates, so it does not impact blood sugar levels. Plant-based proteins, such as tofu and tempeh above, do contain some carbohydrates, so they have a higher GI score than meat.\n\nWhole grains\n\nBlack beans = 30.\n\nBrown rice = 50.\n\nPinto beans = 45.\n\nQuinoa = 53.\n\nVegetables\n\nAvocado = 10.\n\nBroccoli = 15.\n\nCarrots = 30.\n\nCucumbers = 15.\n\nOnions = 10.\n\nGreen beans = 30.\n\nKale = 15.\n\nMushrooms = 15.\n\nPeppers = 15.\n\nTomatoes = 30.\n\nFruits\n\nBlueberries = 25.\n\nGrapefruit = 22.\n\nPear = 30.\n\nPomegranate = 35.\n\nStrawberries = 25.\n\nFoods to Limit or Avoid\n\nAny foods that score above 70 are considered high GI foods, explains Cathy Leman, a registered dietitian and nutrition therapist based in Chicago. Foods in the 55 to 70 range are considered medium glycemic-index foods, and should be used in moderation.\n\nHigher glycemic index foods are classified as “bad carbs” in the insulin resistance world because they are digested more quickly and release glucose into the bloodstream faster, which can spike your blood sugar and make you feel hungry sooner. Examples of bad carbs include:\n\nBagels = 70.\n\nWhite bread = 90.\n\nDonuts = 75.\n\nWhite table sugar = 58.\n\nBrown sugar = 70.\n\nSoft drinks (soda, cola) = 60.\n\nBeer = 70.\n\nIn general, ultra-processed foods are also ones to limit or avoid on this diet, as they often contain hidden sugars that can raise your blood sugar.\n\nMany foods that come in a bag or a box tend to rank higher on the glycemic index, Wells says.\n\nIt's important to note that the GI index only considers the carbohydrates in foods and ranks these foods in isolation. However, we don't always consume single foods in isolation. The impact on blood sugar can be influenced by protein, fat, fiber and other compounds, such as antioxidants, which may protect your cells from free radicals, Leman points out.\n\n\"It's not a balanced approach to choosing foods,\" Leman says.\n\nMeal Prep Tips\n\nWhen adhering to any diet, it’s wise to plan ahead, ensuring you know what and when you’ll eat.\n\nHere are some meal planning and prep tips to make adherence to the insulin resistance diet easier:\n\nPlan, then shop. Create a weekly plan and shop for those specific meals. Go to the grocery store with a list of items you need, and don’t deviate from it with impulse buys. It helps not to go shopping when hungry or tired, as that can weaken your resolve to stick to your plan.\n\nCreate a weekly plan and shop for those specific meals. Go to the grocery store with a list of items you need, and don’t deviate from it with impulse buys. It helps not to go shopping when hungry or tired, as that can weaken your resolve to stick to your plan. Batch cook. Set aside some time on the weekend or when you're not busy to cook larger batches of meals. You can then divide those into individual portions and freeze to make easy-to-heat weekday lunches or dinners.\n\nSet aside some time on the weekend or when you're not busy to cook larger batches of meals. You can then divide those into individual portions and freeze to make easy-to-heat weekday lunches or dinners. Use a scale. When measuring ingredients or portion sizes, it helps to use a scale or other measuring tools to stick to appropriate portion sizes. If you’re using the insulin resistance diet to lose weight, controlling portion sizes and understanding your overall caloric intake still matters.\n\nWhen measuring ingredients or portion sizes, it helps to use a scale or other measuring tools to stick to appropriate portion sizes. If you’re using the insulin resistance diet to lose weight, controlling portion sizes and understanding your overall caloric intake still matters. Experiment with recipes. Try new flavors, and keep things interesting by mixing up your weekly meal plan with new dishes and cuisines you might not have tried before.\n\nTry new flavors, and keep things interesting by mixing up your weekly meal plan with new dishes and cuisines you might not have tried before. Work with a dietitian. A registered dietitian can ensure your meal plan is nutritionally balanced.\n\n7-Day Meal Plan for the Insulin Resistance Diet\n\nThe following meal plan can help you ease into the insulin resistant diet and experiment for the long term.\n\nMonday\n\nBreakfast: Two scrambled eggs with spinach and tomatoes, ½ avocado and one small apple (about 350 to 400 calories).\n\nTwo scrambled eggs with spinach and tomatoes, ½ avocado and one small apple (about 350 to 400 calories). Lunch: Grilled chicken breast with quinoa salad and mixed vegetables (cucumber, bell peppers and onion) with a tablespoon of olive oil and lemon dressing (about 450 to 500 calories).\n\nGrilled chicken breast with quinoa salad and mixed vegetables (cucumber, bell peppers and onion) with a tablespoon of olive oil and lemon dressing (about 450 to 500 calories). Snack: One serving of plain Greek yogurt with a handful of berries and a drizzle of honey (about 200 calories).\n\nOne serving of plain Greek yogurt with a handful of berries and a drizzle of honey (about 200 calories). Dinner: Baked salmon filet with steamed broccoli and cauliflower rice (about 400 to 450 calories).\n\nTuesday\n\nBreakfast: Overnight oats made with rolled oats, almond milk, chia seeds and berries (about 350 to 400 calories).\n\nOvernight oats made with rolled oats, almond milk, chia seeds and berries (about 350 to 400 calories). Lunch: Lentil and vegetable soup and a mixed greens salad with a tablespoon of vinaigrette dressing (about 400 to 450 calories).\n\nLentil and vegetable soup and a mixed greens salad with a tablespoon of vinaigrette dressing (about 400 to 450 calories). Snack: Carrot and celery sticks with hummus (about 150 to 200 calories).\n\nCarrot and celery sticks with hummus (about 150 to 200 calories). Dinner: Grilled tofu with a side of sautéed kale and mushrooms (about 400 to 450 calories).\n\nWednesday\n\nBreakfast: Greek yogurt with sliced peaches and a sprinkle of chopped nuts (about 350 to 400 calories).\n\nGreek yogurt with sliced peaches and a sprinkle of chopped nuts (about 350 to 400 calories). Lunch: Turkey and whole-grain tortilla veggie wrap with a side salad of mixed greens and a tablespoon of balsamic vinaigrette dressing (about 450 to 500 calories).\n\nTurkey and whole-grain tortilla veggie wrap with a side salad of mixed greens and a tablespoon of balsamic vinaigrette dressing (about 450 to 500 calories). Snack: Sliced bell peppers and cherry tomatoes with hummus (about 150 to 200 calories).\n\nSliced bell peppers and cherry tomatoes with hummus (about 150 to 200 calories). Dinner: Baked cod filet with lemon and herbs with a side of quinoa pilaf and roasted veggies (about 400 to 450 calories).\n\nThursday\n\nBreakfast: Spinach and mushroom omelet with a side of berries (about 350 to 400 calories).\n\nSpinach and mushroom omelet with a side of berries (about 350 to 400 calories). Lunch: Lentil and vegetable stir-fry with tofu and brown rice (about 400 to 450 calories).\n\nLentil and vegetable stir-fry with tofu and brown rice (about 400 to 450 calories). Snack: Sliced cucumber with cottage cheese (about 150 to 200 calories).\n\nSliced cucumber with cottage cheese (about 150 to 200 calories). Dinner: Grilled chicken with a side of asparagus and quinoa (about 400 to 450 calories).\n\nFriday\n\nBreakfast: Two slices of whole-grain toast with 2 tablespoons of almond butter and a banana sliced on top (about 450 calories).\n\nTwo slices of whole-grain toast with 2 tablespoons of almond butter and a banana sliced on top (about 450 calories). Lunch: Mixed bean salad with tomatoes, corn and lime-cilantro dressing (about 450 to 500 calories).\n\nMixed bean salad with tomatoes, corn and lime-cilantro dressing (about 450 to 500 calories). Snack: Mixed berries and a small handful of almonds (about 150 to 200 calories).\n\nMixed berries and a small handful of almonds (about 150 to 200 calories). Dinner: Baked salmon filet with Brussels sprouts and cauliflower (about 400 to 450 calories).\n\nSaturday\n\nBreakfast: Cottage cheese with pineapple chunks and a drizzle of honey (about 350 to 400 calories).\n\nCottage cheese with pineapple chunks and a drizzle of honey (about 350 to 400 calories). Lunch: Turkey and avocado lettuce wraps with a side of carrot and celery sticks (about 400 to 450 calories).\n\nTurkey and avocado lettuce wraps with a side of carrot and celery sticks (about 400 to 450 calories). Snack: Small apple with a sprinkle of cinnamon (about 150 calories).\n\nSmall apple with a sprinkle of cinnamon (about 150 calories). Dinner: Stir-fried shrimp with mixed veggies and brown rice (about 400 to 450 calories).\n\nSunday\n\nBreakfast: A half-cup of oatmeal, a sliced banana, a sprinkle of crushed walnuts and a cup of unsweetened almond milk (about 350 to 400 calories).\n\nA half-cup of oatmeal, a sliced banana, a sprinkle of crushed walnuts and a cup of unsweetened almond milk (about 350 to 400 calories). Lunch: A 3-ounce serving of grilled pork tenderloin with a small sliced apple and a mixed green salad with a tablespoon of olive oil and lemon dressing (about 400 to 450 calories).\n\nA 3-ounce serving of grilled pork tenderloin with a small sliced apple and a mixed green salad with a tablespoon of olive oil and lemon dressing (about 400 to 450 calories). Snack: Sliced cucumber and bell peppers with hummus (about 150 to 200 calories).\n\nSliced cucumber and bell peppers with hummus (about 150 to 200 calories). Dinner: Baked tofu with sautéed spinach and quinoa (about 400 to 450 calories).\n\nKeep the following guidelines in mind when building out the rest of your meal plans:\n\nIncorporate lean protein sources, such as chicken, turkey, fish, tofu and legumes.\n\nChoose whole grains – like quinoa, brown rice and whole-wheat pasta – and consume in moderation.\n\nInclude a variety of non-starchy vegetables, such as spinach, kale, broccoli, cauliflower, peppers and tomatoes.\n\nUse healthy fats in moderation, like avocado, olive oil and nuts.\n\nLimit or avoid foods high in added sugars and refined carbohydrates.\n\n\n\nWho's the GI Diet Good for?\n\nThis diet is designed for those looking to better manage their blood sugar, says Sara Riehm, a specialty dietitian and certified specialist in obesity and weight management with Orlando Health in Florida.\n\n“Most of the time, my recommendations for patients with Type 2 diabetes and patients with prediabetes closely align with the recommendations for someone struggling with insulin resistance,” she explains.\n\nDr. Joseph Barrera, an endocrinologist and associate medical director with Providence Mission Hospital in Southern California, adds that this diet may be particularly helpful for those with metabolic syndrome, a condition that has three or more of the following five symptoms:\n\nIncreased blood glucose.\n\nAbdominal obesity.\n\nHigh triglyceride levels.\n\nLow HDL, or \"good\" cholesterol.\n\nHigh blood pressure.\n\n“But even if you have just one of these conditions, an insulin resistance diet may help,” he notes.\n\nBenefits of the insulin resistance diet\n\nSeidman says that people with prediabetes can use the glycemic index to plan meals that don't promote blood sugar spikes. Similarly, he adds, \"people with diabetes may be able to choose foods that help them keep blood glucose more controlled.\"\n\nAs mentioned, the glycemic-index diet may help you manage your weight. There is also some limited evidence that it could help reduce cholesterol levels. In addition, \"there is some research that suggests an association between a low GI diet and reduced risk for breast cancer,\" Leman says.\n\nBarrera adds that this approach to eating may be helpful for those with other medical conditions because of the connection between insulin resistance and some chronic conditions, such as Alzheimer’s disease, cancer and heart disease.\n\nWho Should Avoid This Diet?\n\nBarrera notes that the insulin resistance diet is an extremely healthy approach to eating, particularly given the epidemic of obesity in the United States.\n\n\"In addition to weight loss, an insulin resistant diet can help in the treatment and prevention of diabetes, reduce blood pressure and cardiovascular risk, have positive effects on cholesterol profiles and help mitigate fatty liver disease,” Barrera adds.\n\nHowever, he notes that you should talk with a health care professional before starting this diet, especially if you're taking medication for hypertension and diabetes.\n\n\"Often, if patients have success with the diet, with reductions in blood pressure and blood sugar, they may need adjustments to their medications to avoid potential low blood pressures and low blood sugars,” he says.\n\nThose with Crohn’s disease, inflammatory bowel disease, irritable bowel syndrome or food sensitivities who are identifying trigger foods should also work with a dietitian to find the right approach, says Kathy Moore, an integrative and functional nutritionist and diabetes educator with the Ohio State University Wexner Medical Center in Columbus.\n\nRisks of the insulin resistance diet\n\nBecause this diet is predicated on consuming fewer carbs – and thus the body has less glucose – it can carry some risks for those who are already at a healthy weight, Moore points out.\n\n“Over-restricting carbohydrates is harmful for those with normal weight and blood glucose control,\" she explains. \"In addition, recent research indicates that very low (less than 10% calories from carbohydrate) and low carbohydrate (less than 26% calories from carbohydrate) activate insulin resistance in healthy individuals with normal weight.”\n\nThe Bottom Line\n\nAlthough the glycemic index can offer guidance on food choices, recent studies suggest it might not be a reliable measure of blood sugar responses, even in controlled settings, Lehman says.\n\nInstead of solely focusing on low GI foods, take a more holistic approach that involves consuming a varied diet of whole grains, nonfat and low-fat dairy products, fish, dried beans, peas and a generous amount of fresh produce. The Mediterranean diet, often endorsed by dietitians and doctors, embodies this balanced and nutrition-focused eating style.\n\nWhile diet plays a crucial role in addressing insulin resistance, it's not the only factor. Exercise and adequate sleep, Barrera points out, can go a long way as well. Aim for at least eight hours of sleep each night and 150 minutes of exercise per week.",
"title": "Mastering Insulin Resistance: Diet Tips for a Healthier You"
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