February 20, 2023

Drug abuse in youth essay

Drug abuse not only destroys a person's youth but also makes the life of the people around him a living hell. Youth is one of the golden periods of our lives. As children's we enjoy our life, it is a period we don't have to worry about anything. Our well-beings are taken care by our parents and elders.

Drug abuse in youth essay

Eventually when we start to understand things we start to make our decisions and choices. This is the most precious period of your life. You don't have to worry about any jobs, money and time. You just have to study or concentrate on your carrier. You are devoid of tensions. I am not saying your life is stress free but it's too less when compared to your future life, where you have to worry about money, health, relationships and much more.

This is the golden period of your life, but it could also lead to the worst period of your life in future. Youth is the phase where there are many hormonal changes in your body. At any given time your adrenaline can give you a rush. If you are not able to control yourself in this hour your future will give you a gift which you will regret but you cannot change it. As it is said time once gone can never be brought back.

Drug abuse in youth essay
Drug abuse in youth essay

Youth is a very tender stage. One wrong or one right move will decide your future. Some youths start smoking, while others start consuming tobacco. They are influenced by the superstars and the movies they watch, by the people in their respective localities, by friends and so on.  They think it's very cool and gives them a high status in the society.

But they are definitely wrong. What they are doing is actually sowing seeds for dangerous and deadly diseases in the near future. It's the time they need proper guidance and self control. God has made your body such that at young age your immune system is able to fight all the diseases. But eventually as you start aging its fighting tendency reduces and if you have abused your body it will further not help your cause. It's that moment when you are a family person having to look after your parents, wife and children that you realize I should have not done this and that. Regretting and grieving at this stage will only make your situation even worse.

Consuming Drugs at Young age

Recently I saw on television that people of a particular region are in large numbers getting addicted to drugs. Most of the addicts are youths in their colleges or in their twenties. Drugs are being very easily distributed in this region. Consuming drugs affects your body very badly. You are in a state where you are not in your true sense. You cannot control your body. Your body gets addicted to it and you feel very restless once you do not get its regular dosage. This can lead to violet behavior and which in turn lead to crime. I was shaken by one of this news; where one of this youth who was around 26 years old died due to drug overdose. He was married and had one year old child. What will happen of its family? Who will take care of them? What about the old parents, his wife and their child's future.

This is one of the cases. While there a many to narrate. The crimes taking place due to the drug addicts. The entire young generation is being made useless. Some youngsters might survive and may be rehabilitated. But the damage done to your body is such it will take a firm will and deep motivation from their part to make any improvements in their situation. Further this affects the mental condition of their family very badly. The financial condition of these families also worsens.

Smoking and consuming Tobacco at Young age

Youngsters who start smoking and consuming tobacco at a very tender are not aware of the consequences. They don't know that this habit of theirs may lead to many dreadful diseases like cancer, lung diseases and so on in the future.

By the time few of them realize it, it becomes very difficult to quit it as it has become an addiction. They are rehabilitated and undergo tremendous physical and mental stress during the rehabilitation period. It is then that they are able to give up their addiction to smoking and tobacco consumption. Not all are so lucky. Many don't quit their addiction even after several attempts of rehabilitation. Their body has got used to it and their behavior turns violet if they don't get their regular dosages.

Eating Junk foods regularly

Eating junk, oily and fatty foods is not a crime but it should be eaten only up to a certain limit. During youth many just eat junk foods and avoid healthy foods such as green leafy vegetables, fruits, protein rich diet, etc. These foods are necessary for over all development of your body and brain. At this age they are a must for you. But youngsters just avoid them. If it's some one's birthday or some celebration they just go to their favorite restaurants or food centers and start having all the junks, oily foods.

Some consequences such as they become obese and fat are observed when they are relatively young. We all know once the fats and cholesterol starts to accumulate in our arteries we become prone to so many diseases. Becoming obese decreases their physical activity. They get tired very soon even if they run or walk for some distance. They do not participate in any sports. At young age the more the physical activity the more it is good for your body for the future.

Consuming Alcohol

As the students enroll to the higher secondary schools; it's a completely new world for them. For the first time in their life they are able to wear any clothes of their choice leaving behind the school dresses which they wore for years and years. They become very happy and excited. Nothing is wrong in this. But at the same time they are seeing a world which is far bigger than they had ever experienced. As compared to schools there is no school bus to take them directly to schools. They have to travel on their own to their new institutions.

They see many new people, new environment, make new friends and are far away from their parents to check what their regular activities are. In such situations many youth's with bad friend circle start consuming alcohol. Some just try it out of curiosity and then fail to give up their addiction. Youths at such age should be made aware the health and social hazards they might face. Substance abuse in youths should be controlled and stopped by giving them proper guidance and information about the same.

Rather youth is a period where you should sow strong seeds of healthiness and cleanliness so that you can reap it's benefit's as you grow older.  Hope you liked this health article essay on drug abuse in youth. Do not shy to share it with your friends.

February 14, 2023

How Search Engines like Google retrieve Results?

I being a person in the field of data science once wondered how google or say the search engines understand my query and extract the relevant results as they know what I am thinking.

Behind all this is the algorithm which understands the unstructured data and converts into structural data and shows us the desired result.

How Search Engines like Google retrieve Results?
How Search Engines like Google retrieve Results? 

You are trying to type a query: Who won the FIFA World Cup 2022?, before you have even completed the query it shows you what the possible query is and you simply click on it and can see Argentina right on top.

All the credit goes to machine learning. Machine learning uses the trends, values or characteristics of specific things based on historic data. Search engines use machine learning to detect patterns that help them to identify spam and duplicate content.

Machine learning is the science of getting computers to act without being explicitly programmed.

A common machine learning model follows the following sequence:

Data - Data is the king

First give the system a known set of data. This is, a set of of data with a large set of possible variables connected to a known positive or negative result. This is used to train the system and give it a starting point. The system now understands how to recognize and weigh factors based on the past data to produce a positive result.

Set it up for success

Once the system is trained with the known data, it is then fed with new data but without the known positive or negative result. When the system predicts the result correctly it is given a reward that is points are added to its score.

Set it for the goal

Once the success metrics are high enough to surpass the existing systems it can be integrated with the algorithm as a whole.

This model is called as supervised learning and is widely used in the majority of Google algorithm implementations.

There is unsupervised machine learning too. Lets see this with an example. Suppose you visit Google news and see a news related to increase in the global petrol price. When you click it, you will get all the link of other websites displaying the same news.

Hope now you are clear how search engines like Google retrieve your search results !!!

February 13, 2023

Top 41 Repentance quotes to purify your soul

The feeling of repentance arises; once we come to know that are actions were wrong. We knowingly or unknowingly have committed it in the past. We regret it, but now nothing can be done. We can only confess our sins to reduce our guilt. Below are some repentance quotes to guide you to pass through this situation.

Top 41 Repentance Quotes to purify your soul

1. "Anger begins in folly and ends in repentance." - Pythagoras

2. "There is no repentance in the grave." - Isaac Watts

3. "Repentance is never out of season." - Thomas Watson

Repentance Quotes
Repentance Quotes

4. "Guilt is non-acceptance. Repentance is acceptance. - Sri Amma Bhagwan

5. "It is not the absence of sin but the grieving over it which distinguishes the child of God from empty professors." - A.W. Pink 

6. "Seek forgiveness from your Lord and turn to him in repentance." - Al-Quran 11:3

7. "Repentance is a gift of  God's Grace." - Rabindranath Tagore 

8. "No pain will last forever. It is not easy, but life was never meant to be either easy or fair. Repentance and the lasting hope for forgiveness brings will always be worth the effort". - Boyd K. Packer

9. "Repentance is the vomit of the soul." - Thomas Brooks

10. "Repentance is siding with God against self" - Todd Nibert

11. "Repentance may begin instantly, but reformation often requires a sphere of years." - Henry Ward Beecher

12. "True repentance is personal, permanent, painful and profitable." - John Blanchard

13. "There is no refuge from memory and remorse in this world. The spirits of our foolish deeds haunt us, with or without repentance." - Gilbert Parker

14. "True repentance is to cease from sin." - Ambrose

15. "Repentance takes root when the excessive estimation of who we are meets the reality of who we are not." - Craig D. Lounsbrough

16. "Repentance comes from the heart." - Sonny Perdue

17. "Repentance is nothing but mockery when it comes too late." - Edward Counsel 

18. "True repentance never leads to despair. It leads home. It leads to grace." - John Ortberg

19. "The seeds of repentance are sown in youth by pleasure, but the harvest is reaped in age by pain." - Charles Caleb Colton 

20. "A true repentance shuns the evil itself, more than the external suffering or the shame." - William Shakespeare

21. "There's a difference between remorse and repentance. Remorse is being sorry for being caught. Repentance is being sorry enough to stop." - Greg Laurie

22. "Repentance and yearning and yearning and repentance, this is the total harvest of life." - Khurram Murad

23. "Without redemption, there is no repentance." - Lailah Gifty Akita

24. "True repentance has a double aspect. It looks upon things past with a weeping eye and upon the future with a watchful eye." - Robert Smith

25. "It is better to prepare and prevent than it is to repair and repent." - Ezra Taft Benson

26. "If Shaytan (Demon) defeated me yesterday, I will defeat him today with repentance and good deeds." - Sufyan Al-Thawri

27. "Sit with those who have sinned and repented, for they have softest of heart's." - Umar Ibn Khattab R.A.

28. "The most beautiful blessing we have been given is the chance to repent." - Islamic Proverb

29. "The sun may rise tomorrow, but you may not. Repent Today." - Abdulbary Yahya

30. "Repentance in shameful deeds is the salvation of life." - Democritus

31. "Nothing erases the past. There is repentance, there is atonement and there is forgiveness. That is all, but that is enough." - Ted Chiang 

32. "True repentance is about transformation, not torture or torment." - Dieter F. Uchtdorf

33. "When we repent, God can restore what our pride and hard heart have wrecked." - Chuck Swindoll

34. "Repentance means you change your mind so deeply that it changes you." - Bruce Wilkinson

35. "Repentance is good for the soul; apologize for anything you have done to hurt someone else." - Brian Tracy 

36. "Repentance is only a bad thing if you're afraid to be free." - Jackie Hill Perry

37. "True repentance is firm and constant, and makes us war with the evil that is in us, not for a day or a week, but without end and without intermission." - John Calvin

38. "We will all return to Allah when we die, but let's all strive to return to Allah while still alive."

39. "Fear-based repentance makes us hate ourselves. Joy-based repentance makes us hate the sin." - Timothy Keller

40. "Never let a bad past prevent you from a good future. Repent and return to Allah."

41. "Four marks of true repentance are: acknowledgement of wrong, willingness to confess it, willingness to abandon it and willingness to make restitution." - Corrie Ten Boom

Hope you enjoyed reading the "top 41 repentance quotes to purify your soul."

February 10, 2023

What is sampling techniques?

To get started with Sampling, the first question in your mind will be what is Sampling techniques?

What is sampling techniques?
What is Sampling Techniques?

Sampling is a technique that allows us to get information about the population based on the statistics from a subset of population (sample) with having to investigate every individual.

Why do we need Sampling?

Sampling saves our time, it is less cumbersome, more practical and it is very cost efficient. 

Lets take an example: 

We want to know the height of people in Mumbai. Is it practically possible to measure the height of each and every person in Mumbai? The answer is no. Even if you try it, the process will be quite tedious and time consuming.

So what we do. We simply taken random people and measure their height with the concept of sampling.

Lets see what points we should consider in Sampling. 

1. Identify and define the target population.
2. Select sampling frame.
3. Choose sampling method.
4. Determine sample size.
5. Collect the required data.

We shall cover the above steps with a real life example. We all are aware of exit polls. Exit Poll's gives us idea as to which party will win how many seats in the election and is declared once the voting phase is completed. 

So let's see how exit poll results are predicted or estimated. 

Step 1: Identify and define the target population

Our target will be only those people who vote. To vote a person has to be above 18 years of age. So we will consider only those people whose age is above 18.

Step 2: Select sampling frame

Do all the people above 18 years of age have their voter Id made? We will choose the people whose name appears on the voter list of the constituency.

Step 3: Choose sampling method

Generally, probability sampling methods are used because every vote has equal value and any person can be included in the sample irrespective of his caste, community or religion. 

Different samples are taken from different regions all over the country.

Step 4: Determine sample size

The larger the sample size, the more accurate our interference about the population would be.

For the exit polls, agencies try to get as many people as possible of diverse background to be included in the sample as it would help in predicting the number of seats a political party can win.

Step 5: Collect the required data

Once the target population, sampling frame, sampling technique and sample size have been established, the next step is to collect data from the sample.

So this is how exit poll results are predicted. 

Now lets see some Sampling Methods:

There are two types of Sampling Methods:

1) Probability Sampling ( every one has equal chance)

2) Non Probability Sampling ( every one does not has equal chance)

Probability Sampling has four sub-groups in it:

i) Simple Random Sampling 

In this type of sampling technique where every item in the population has an even chance and likelihood of being selected in the sample is called  simple random sampling.

ii) Systematic Sampling 

In Systematic Sampling the elements are chosen from a target population by selection a random starting point and selecting other members after a fixed sampling interval.

For example: It's like if you select 3 then your next selection will be 6, 9, 12, 15 and so on. The selection follows a fixed sampling interval of 3. 

iii) Stratified Sampling 

In stratified sample, the researchers divide the population into separate groups called strata. Then, a probability sample is drawn from each group.

For example: We divide the population on the basis of gender into male and female. Then we use simple random sampling method to draw from each group.

iv) Cluster Sampling

In cluster sampling, the researcher divides the population into separate groups called clusters,  Then a simple random sample of clusters is selected from the population.

An example of cluster sampling is area sampling, or geographical cluster sampling.

Non Probability Sampling has four sub-groups in it:

i) Convenience Sampling 

Convenience Sampling is a non probability sampling method. It is also known as grab sampling, accidental sampling or opportunity sampling. It is a sampling technique where subjects are selected because of their convenient accessibility and proximity to the researcher.

Example: This type of sampling is most useful for pilot testing. Using student volunteers as subject for research.

ii) Quota Sampling

In quota sampling, a population is first segmented into mutually exclusive sub-groups, just as in stratified sampling. Then judgement is made to select the subjects or units from each segment based on a specific proportion.

Example: A researcher might ask for a sample of 100 males and 150 females between the age of 30 and 40. This mean that researcher can put a demand on who they want to sample.

iii) Judgement Sampling

It is a sampling technique where the researcher selects the unit to be sampled based on his own knowledge or his professional judgement.

Example: A TV researcher wants a quick sample of opinion about a political announcement. They stop what seems like a reasonable cross-section of people in the street to get their views.

iv) Snowball Sampling

It is also called as chain sampling, referral sampling, chain-referral sampling. In this type of sampling existing study subjects recruit future subjects from among their acquaintances. This the sample group is said to grow like a rolling snowball.

Example: Snowball sampling is quite useful when members of population are hidden and difficult to locate and these members are closely connected. For instance, samples of homeless people,  users of illegal drugs.

This is a just a brief description of the types of Sampling Techniques. Hope you enjoyed reading it.

February 08, 2023

How to write a Data Science Report?

How to write a data science report?
How to write a Data Science Report?

How to write a Data Science Report?

The ten main components of a Data Science Report that would be delivered at the end of the data science project are as follows:

1. Cover Page

Cover page is very important for any report. The cover page includes the title of the report, name of author and their affiliations and contacts, name of the publisher (if any) and the date of the publication. Having your contacts will help your readers to connect you. It shall be very useful from the business point of view.

2. Table of Contents

Table of Contents is like a map needed for a trip never taken before. The table of contents gives you a fair idea of the topics to be covered in the report in a sequential manner. You will actually get a glimpse of the landmarks and what the report is going to offer.

3. Introduction Section

A Introductory section is a must. It helps to setup the problem for the reader who might be new to the topic and would need gentle introduction to the subject matter before being immersed in intricate details.

4. Methodology Section

This is the section where you introduce the research methods and data sources you used for the analysis. For instance, if you have collected new data, explain the data collection exercise in small detail. You will refer to the literature view to bolster your choice of variables, data, and methods and how they will help you answer your research questions.

5. Result Section

The result section is where you will present your empirical findings. Starting with the descriptive statistics and illustrative graphics, you will move forward formally testing your hypothesis.

6. Discussion Section

It is the discussion section where you craft your main arguments by building on the results you have presented earlier. Here the power of your narrative enables the numbers to communicate your thesis to your readers. You highlight how your findings provide the ultimate missing piece to the puzzle.

7. Conclusion Section

In conclusion section you generalize your specific findings and take on a rather marketing approach to promote your findings so that the reader does not remain stuck in the caveats that you have voluntarily outlined earlier. You might also identify future possible developments in research and applications that could result from your research.

8. Housekeeping Section

Housekeeping section covers the list of the references you used for solving the problem.

9. Acknowledgement Section

Acknowledgement section is where you acknowledge the support of those who have enabled your work to be completed.

10. Appendices Section

Appendices section contains supporting information and supplementary data that is not an essential part of the text itself but which may be helpful in providing a more comprehensive understanding of the research or it is the information that is too cumbersome to be included in the body of the paper.

Hope you got to know; How to write a data science report? or any other report.

February 07, 2023

32 Overthinking quotes

Overthinking makes the situation even more worse. Sometimes the problem's are small, but overthinking makes it very big. Overthinking is the major cause for negativity. 

Control your thoughts and take action's to solve the problem rather than thinking about it and making it look complex. Below are some "stop overthinking quotes" to calm your mind.

Overthinking quotes
Overthinking Quotes

32 Overthinking quotes 

1. Spend 80 percent of your time focusing on the opportunities of tomorrow rather than the problems of yesterday.

2. A negative mind will never give you a positive life.

3. You will never be free until you free yourself from the prison of your own false thought.

4. It's good idea always to do something relaxing prior to making an important decision in your life.

5. Stop worrying what can go wrong, and get excited what can go right.

6. Don't get too deep, it leads to over thinking, and overthinking leads to problems that doesn't even exist in the first place.

7. Over-thinking the art of creating problems that weren't even there.

8. There is nothing in this world that can trouble you as much as your own thoughts.

9. If you treat every situation as a life and death matter, you'll die a lot of times.

10. To think too much is a disease.

11. Thinking too much leads to paralysis by analysis. It's important to think things through, but many use thinking as a means of avoiding action. 

12. Stop overthinking. You can't control everything. Just let it be!

13. A quite mind is able to hear intuition over fear.

14. Don't ruin a new day by thinking about yesterday. Let it go!!!

15. Overthinking is the biggest cause of unhappiness.

16. Overthinking is just a painful reminder that you care way too much, even when you shouldn't.

17. Stop overthinking. Whatever happens; happens.

18. All human unhappiness comes from not facing reality, exactly as it is.

19. Although difficult, change is always possible. What holds us back from making the changes we desire our own limiting thoughts and actions.

20. When I look back on all these worries, I remember the story of the old man who said on his deathbed that he had lots of trouble in his life, most of which had never happened.

21. Remember, the talking about the thing isn't the thing. Doing the thing is the thing.

22. We can not solve our problems with the same level of thinking that created them.

23. A year from now you may wish you had started today.

24. Thinking will not overcome fear but action will.

25. Half our mistakes in life arise from feelings where we ought to think, and thinking where we ought to feel.

26. If you can't sleep, then get up and do something instead of lying there and worrying. It's the worry that gets you, not the loss of sleep.

27. Dear mind, please stop thinking so much at night. I need sleep.

28. People become attached to their burdens sometimes more than the burdens are attached to them.

29. Most misunderstandings in the world could be avoided if people would simply take the time to ask, "what else could this mean?"

30. Do not anticipate trouble or worry about what may never happen. Keep in the sunlight.

31. Rule number one is, don't sweat the small stuff. Rule number two is, it's all small stuff.

32. It is easier to act your way into thinking than think your way into acting...
So stop overthinking. It will lead you no where. These are some of the overthinking quotes to help you cope with negative thoughts. Do not shy to share it with your friends. Overthinking quotes in English.

February 06, 2023

13 Home remedies for dandruff

At some point of time in our lives, we all might have suffered from dandruff. Some people suffer from severe dandruff conditions, while others have mild. Dandruff typically affects the skin of our scalp. Home remedy for dandruff is as effective as that of using a medicated one. 

The signs of dandruff are an itchy scalp and flakiness. The skin layer on our scalp continually replaces itself with new cells. Cells are pushed outward where they die and flake off. This is a very slow process which takes about a month for people with no or less dandruff. But for people with dandruff, this process takes very fast. The outcome is that dead skin cells are shed in large and oily clumps, which appear as white flakes on our scalp.

We tend to rub or scratch it with our fingers, which lead to irritation and redness in our scalp. This can lead to skin infections and bring forth acne and pimples. Dandruff destroys the natural ingredients of the scalp. Continuous scratching of the flaky scalp weakens the hair roots. Thus, dandruff indirectly causes hair fall.

Home remedies for dandruff
Home remedies for dandruff

Dandruff may worsen in winters. The cause of dandruff is unclear but believed to involve a number of genetic and environmental factors. Onset of dandruff usually starts during puberty. It also varies according to gender. Males are more often affected than females.

Home remedies for dandruff and itchy scalp

1. Coconut Oil & Lemon Juice

Coconut oil has anti-fungal properties which help to get of dandruff. It moisturizes the scalp and provides relief from itching. The citric acid in lemon juice helps in removing dandruff. 
  1. Take some amount of coconut oil and mix it with half the amount of lemon juice.
  2. Massage your scalp gently with the mixture.
  3. Leave it for 20 minutes and then wash it off.
  4. Repeat this remedy 2 to 3 times a week.

2. Olive Oil

Olive oil is the best solution to get rid of dandruff, if it is due to undue dryness of scalp.
  1. Heat some olive oil until it is slightly warm
  2. Massage it onto your scalp and then wrap your hair in warm towel.
  3. Leave it for at least 30 to 45 minutes or overnight and then wash it off with shampoo.
  4. Repeat this remedy few times a week.

3. Neem Oil

Neem has antibacterial and antifungal qualities. Neem contains a potent antimicrobial called nimonol that helps in treating dandruff. It is used as an age old remedy for skin ailments.
  1. Take some neem leaves; grind it in mixture to form a thick paste.
  2. Apply the paste on your scalp and let it sit for about 10 minutes.
  3. Wash it off with water.
Note: It may irritate the skin further in some people. Use this remedy, only if it suits you.

4. Egg and Lemon Juice

Lemon juice helps to get rid of irritation from dandruff while proteins in eggs make hair healthy.
  1. Mix fresh lemon juice with the white part of 1 or 2 eggs, depending upon your requirement.
  2. Apply the mixture gently on to your scalp.
  3. Leave it for about 5 minutes and wash it off.

5. Aloe Vera Gel

Antibacterial and antiviral properties in aloe vera can make hair dandruff free by removing the fungus on scalp.
  1. Separate the gel from the aloe vera plant.
  2. Massage it directly on your scalp.
  3. Wait for 15 to 20 minutes before washing it off.

6. Tea Tree Oil

Tea tree oil possesses antiseptic properties and helps in treating many skin & hair conditions including dandruff.
  1. Take some drops of tea tree oil and spread it evenly on your scalp.
  2. Let it soak for about 5 minutes.
  3. Rinse it off with mild shampoo.

7. Fenugreek Seeds

The presence of several vitamins and minerals in fenugreek seeds, make it an ideal homemade remedy to cure dandruff.
  1. Soak some fenugreek seeds in water overnight.
  2. In the morning, grind them into a fine paste.
  3. Apply the paste on your scalp and leave it for a few hours.
  4. Wash it off with mild shampoo.
  5. Repeat this remedy once or twice a week.

8. Curd

Sour curd is very useful to remove dandruff and make hair soft and healthy.
  1. Take some curd and apply it to your hair and scalp.
  2. Leave it on for about an hour.
  3. Rinse it off with mild shampoo.

9. Baking Soda

Baking soda exfoliates the scalp gently, without irritating it and removes the dead skin cell. It's anti fungal property soothes the scalp and reduces itching.
  1. Wet your hair.
  2. Take spoonful of baking soda and rub it on your scalp.
  3. Leave it for 60 to 90 seconds before washing it off.

10. Garlic

Garlic's antimicrobial properties are perfect for eliminating dandruff casing bacteria.
  1. Crush the garlic cloves and mix it with honey till you get a smooth paste.
  2. Massage this paste uniformly on your scalp.
  3. Leave it for about 15 minutes.
  4. Wash it off with mild shampoo.

11. Vinegar

The acidic content in vinegar helps to kill dandruff causing fungus. It drastically reduces flaking and helps in treating dry, itchy skin.
  1. Apply an equal quantity mixture of vinegar and water to your scalp.
  2. Leave it for about an hour.
  3. Rinse it off with mild shampoo.

12. Orange Peels

Orange peels have acidic properties that can reduce excess oil, while conditioning your scalp. This eventually will solve your dandruff problem.
  1. Take few dry orange peels and 5-6 tablespoons of lemon juice.
  2. Put them in the mixer and blend it to get a uniform paste.
  3. Apply the paste to your scalp leaving it on for 30 minutes.
  4. Rinse it off with your usual shampoo.
  5. Repeat this remedy twice or thrice a week.

13. Heena

Apart from coloring your hair naturally, heena also helps to get rid of bacterial infection. It's helps to reduce the oiliness of your scalp and keeps your hair healthy.
  1. Take 4 tablespoon of heena powder. Add lime juice and curd to it.
  2. Blend them to avoid lumps and form a smooth paste.
  3. Apply this mixture gently to your scalp and hair.
  4. Leave it for 30 minutes and rinse it off with mild shampoo.
Try any one of the above home remedy to get rid of your dandruff. If it still persists, try the next remedy, until you find the right one. If you have any feedback or comment on this, please let us know. Hope you liked this health article on home remedies for dandruff and itchy scalp.