Standardization vs. normalization

In the overall knowledge discovery process, before data mining itself, data preprocessing plays a crucial role. One of the first steps concerns the normalization of the data. This step is very important when dealing with parameters of different units and scales. For example, some data mining techniques use the Euclidean distance. Therefore, all parameters should have the same scale for a fair comparison between them.

Two methods are usually well known for rescaling data. Normalization, which scales all numeric variables in the range [0,1]. One possible formula is given below:

On the other hand, you can use standardization on your data set. It will then transform it to have zero mean and unit variance, for example using the equation below:

Both of these techniques have their drawbacks. If you have outliers in your data set, normalizing your data will certainly scale the “normal” data to a very small interval. And generally, most of data sets have outliers. When using standardization, your new data aren’t bounded (unlike normalization).

So my question is what do you usually use when mining your data and why?

Note: Thanks to Benny Raphael for fruitful discussions on this topic. Thanks to Jim for a correction on May 26th 2014.

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1,036 Comments on Standardization vs. normalization

  1. Don Vera on Mon, 20th Feb 2017 8:32 am
  2. I am here to tell the world of the good works of Great Dr Kumar. My name is Don Vera and this testimony is worth sharing. My man left me and my kids for 14 months to suffer. It was not so easy for me. I contacted so many spell casters who scammed me of my money but nothing happened. I love my husband so much and i did not lose hope and i kept on trying until i met Great Dr Kumar how he has helped so many people. I contacted him and explained to him. He told me not to worry that he will bring back my man in 3 days time. He consulted his powers and assured me not to worry that he will bring back my man in 3 days time. He did his work and cast the spell and to my greatest surprise, my husband came the third day just as Great Dr Kumar said. He begged me for forgiveness and he promised never to leave me for any reason. We are happy and we live together as one. Contact Great Dr Kumar now on: Drkumartemple@yahoo.com and you can also contact him on his website:
    https://drkumartemple.wixsite.com/dr-kumar Thank you sir for your help. THIS IS REAL AND NEVER A SCAM. SO BELIEVE HIM

  3. scottstell on Mon, 20th Feb 2017 8:40 am
  4. Am scott stell, from Texas. Thanks to Dr BELLO who cured me of Hiv virus. I noticed a strange changes in my body, and I visited a doctor who diagnosed me of Hiv. And I was terrified emotionally and looking for for every possible cure to the virus, as I was going through online, I came across Dr BELLO profile, that was how I contacted him and we made an arrangement, and he prepare his herbal herbs, and I became fully healthy under a week, in case you want to contact Dr BELLO for a similar problem, you can reach him through his email bellospelltemple@gmail.com or call him or whatsApp him +2348147271779

  5. lisa on Mon, 20th Feb 2017 10:49 am
  6. Good day everyone, i’m lisa, If getting herpes cure was that easy then why do a lot of people still suffer from herpes?. i was diagnosed of herpes back in 2013 and i was also told it has no cure, i have been leaving with it since then, but i kept praying and doing everything possible to get cured, so i never stopped doing research about finding a cure, i came across testimonies about people getting cured through herbal medication, and i have always believe in herbs and its medical properties, after doing so many research about it i found Dr,UZOYA and i discovered he was a professional in herbal medication and he has also helped many people, i contacted him through his email: uzoyaherbalhome@gmail.com we talked on phone and i confirmed he was genuine, i did all what he told me to do, i received the medicine, used it as he has prescribed, and glory be to God almighty i am completely cured, i went back to my doctor to confirm it. Do not be deceived THERE IS A CURE FOR HERPES, doctors might tell you there is no cure but WITH HERBAL MEDICATION THERE IS A CURE and if you need it contact Dr. UZOYA Email: [uzoyaherbalhome@gmail.com] you can also reach him on phone number +2348151098492

  7. nancy davis on Mon, 20th Feb 2017 2:04 pm
  8. I was diagnosed with genital herpes about 2 years ago but believe I’ve had it for about 4 years. With early outbreaks, I had severe itching before an outbreak; it drove me crazy. Then a sore would appear in that spot (most of the time on outer labia, although I have gotten them near the clitoris and near the rectum too). I had hoped the frequency would decrease over time, but it has not. I was having roughly 8 to 10 outbreaks per year, sometimes one right after another. . I have been using Tee Tree Oil and Wartner (You freeze them at home) and they seem to be keeping the smaller herpes small but they can’t seem to treat the larger ones. They don’t get any bigger, but then they can’t shrink as much. They get smaller a little part at a time. At least they are getting smaller! As soon as I see a new herpes appearing, then I treat it. At the moment I have been using Tee Tree twice a week and then using Wartner every 2 weeks. I was wondering if there was any other remedy about how to get rid of it permanently. I am only a teenager and I hate it most when it get pi-chins me to scratch it, it get sweets when scratching it most times! i wanted to get rid of it so bad Finally I went on net to see if i could get any help it was then i came across some series of testimony on how DR.OKEYTO has help people in getting rid of HERPES PERMANENTLY with herbal medicine so quickly i contacted him for my own treatment and he prepared me some herbs which i takes for some couples of days, and i take it as he says before I notice all sours in my genitals were all dried up and Gone thanks DR.OKEYTO for putting a smile on my face again i will forever remain great-full to you for your cute medicine no more itching and my family was perfectly cure for it and never experience it again. please friends if you have herpes virus and you really wants to get rid of it, please contact this great DR.OKEYTO for herbal treatment and you will get rid of it permanently. Email;dr.okeytoherbalcure@gmail.com or..his facebook page https://web.facebook.com/Drokeyto-help-care-1769862086588278/?skip_nax_wizard=true ../. or call him +2349050141440/whats-app

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  9. mansonevelin on Mon, 20th Feb 2017 4:28 pm
  10. Hello, Manson evelin by name, I am testifying about Dr. Ken the
    Great herbalist, who has the cure for all diseases, who cured me the
    HIV disease, even if I’ve included it, went through the different website seen
    Different testimonials about different herbalists that was like, “many people
    It has the cure of HIV because people continue to suffer its consequences ”
    I thought about it, so I got in touch with Dr. Ken by email
    I do not think much, I just wanted to give it a try, he replied.
    Mail and you need some information for me, then I sent you, you prepared
    Cured and shipped via UPS courier, they told me it would take 3-4 days
    Before I get the package, 3 days later I received the package and I started
    Take the medications prescribed by him after 7 days of taking
    Medication, I went to a test, I tried the HIV NEGATIVE.
    I give thanks to my faithful God. IF you are in need You will be healed, put yourself
    Contact Dr. Ken on whats-app .. whats, or call +2347039225049, email it
    dr.kenherbalcure@gmail.com

    (THIS IS KIND OF DISEASES DOCTOR KEN SPECIALIZED ON)
    {1} HIV / AIDS
    {2 CANCER
    {3} HERPES
    {4} DIABETES
    (5) HEPATITIS B & C
    (6 HPV
    (7)V.B
    (8)PREGNANCY HERBAL MEDICINE.

  11. CHRIS LAISURE on Mon, 20th Feb 2017 8:18 pm
  12. I’m giving a testimony about Dr. dr.akabaherbal the great Herbalist, he has the cure to all manner of diseases, he cured my herpes simplex virus, though I went through different website I saw different testimonies about different spell casters and herbalist, I was like: ‘Many people have the herpes simplex virus cure why are people still suffering from it?’ I though of it, then I contact Dr. akabaherbal via email, I didn’t believe him that much, I just wanted to give him a try, he replied my mail and Needed some Information about me, then I sent them to him, he prepared it (CURE) and sent it to Airfreight Online Courier Service for delivery, he gave my details to the Courier Office, they told me that 3-5 days I will receive the package and i took the medicine as prescribed by him and I went for check-up 1 week after finishing the medicine, I was tested herpes simplex virus negative, if you are herpes simplex virus patient do me a favor for you to contact him and I will try my possible best to make sure you get cured, when you contact him, make sure you tell him that I referenced you.. contact him via: dr.akabaherbal@gmail.com or call +2347064900614, thank you all and be blessed. whatsapp contact +2347064900614

  13. henry christiana on Mon, 20th Feb 2017 8:59 pm
  14. PLEASE READ THE FOLLOWNING ABOUT HERPES CURE

    My name Christiana Henry I am here to give my testimony about DR INIBOKU who helped me in life. I was infected with HERPES in 2016, i went to several hospitals for cure but there was no solution, so I was thinking how can I get a solution so that i can live a normal life again. One day I was in the trabaco side thinking on how i can find the cure because the pain was to much i always feel embarrass everyday.as i was sitting alone lamenting in tears a lady walked to me her name is kutrila asking me why i am crying, i open up to her telling her my problem,that i have herpes genital and i also narrate how it started to her. she told me not to worry that she can help me out, she introduce me to a Dr iniboku who uses herbal medication to cure HERPES. so i exchange my contact with kutrila when i got home i receive a call from her that she has contacted Dr iniboku on my behalf and she also send Dr iniboku contact, so i mail Dr iniboku and explain to him about my illness. He told me that he can cure my herpes within 8 days and he told me all the things I need to do.after 3 days he send the herbal medicine to me and also give me instructions how to take the medication which I did and i followed his instruction properly. Before I knew what is happening after one week i cured from herpes totally and all the blister and itching was gone. i decide to share this story because i believe a lot of people are passing through the same stress and they have it in mind that there’s no cure for herpes.i am telling each and everyone who’s reading my testimony that there’s cure for herpes. if you have the faith try and use Dr iniboku herbal medicine, i promise you after 8 days you will also share a marvelous testimony like me.if you are you are having herpes or any kind of disease kindly mail doctor iniboku for your own cure via drinibokuspelltemple@gmail.com and you also call him or message on via whatsApp at +2347059186346

  15. jessica allen on Tue, 21st Feb 2017 9:04 am
  16. Happiness is all i see now I never thought that I will be cured from HERPES virus again. I have been suffering from a deadly disease (HERPES) for the past 3 years now, I had spent a lot of money going from one places to another, from churches to churches, hospitals have been my home every day residence. Constant checks up have been my hobby not until this faithful day, I was searching through the internet, I saw a testimony on how DR Aba helped someone in curing his HERPES disease, quickly I copied his email which is dr.abaherbalhome@gmail.com just to give him a test I spoke to him, he asked me to do some certain things which I did, he told me that he is going to provide the herbal cure to me, which he did, then he asked me to go for medical checkup after some days after using the herbal cure, behold I was free from the deadly disease, he only asked me to post the testimony through the whole world, faithfully am doing it now, please brothe.rs and sisters, he is great, I owe him in return. if you are having a similar problem just email him on ( dr.abaherbalhome@gmail.com ) or you can whatsApp his mobile number on +2348107155060

  17. Princess Vargas on Tue, 21st Feb 2017 10:23 am
  18. Hello, I just wanted to mention I have not had an outbreak of HSV 2 for almost 3 years now (since the first year I got it). When I first contacted it (did go to doctor and got confirmed) I had a couple outbreaks that year (very painful) and then no outbreaks ever again. Like I said it has been almost 8 years. The only thing I can think I did was I used essential oil applications on my sacrum. I did take anti viral meds the doctor gave me for a couple weeks after the first outbreak to take care of the acute symptoms (I didn’t take them for the 2nd outbreak later that year and now this happened in my life I can’t believe this. A great testimony that i must share to all HERPES SIMPLEX VIRUS patient in the world i never believed that there could be any complete cure for Herpes or any cure for herpes,i saw people’s testimony on blog sites of how Dr. SANDY herbal cure and sent to them and they were cured. i had to try it too and you can,t believe that in just few weeks i started using it all my pains stop gradually and i had to leave without the herpes the doctor gave to me. Right now i can tell you that few months now i have not had any pain, and i have just went for text last week and the doctor confirmed that there is no trace of any herpes on my system. Glory be to God for leading me to this genuine Dr. SANDY I am so happy as i am sharing this testimony. My advice to you all who thinks that there is no cure for herpes that is Not true, Here is his email
    dr.sandyspelltemple@gmail.com

    dr.sandyspelltemple@hotmail.com

    dr.sandyspelltemple@yahoo.com

    or call Whats App Number +2349031726182 and you can email me to know how i did my khanmeriam121@gmail.com

    https://web.facebook.com/Drsandy-SPELL-HOME-2-226270587825982/?ref=aymt_homepage_panel

    1 Cancer herbal medicine

    2 Hiv herbal medicine

    3 Low sperm count

    4 Barrenness

    5 Hvp herbal medicine

    6 Herpes herbal medicine

    for your body if yes email *DR.SANDY……..

  19. sharon dabti on Tue, 21st Feb 2017 11:03 am
  20. DR OOSA HERPES CURE

    my name is hsaron datbi, i,m from united state.i don,t really know how i manage to contact herpes,until doctor confirm that i am herpes positive.i was lost in thought when doctor mcken Fred break this news to me because i never experience any sign and symptoms. i could not sleep or do something reasonable for a week because doctor mcken fred told me that it has no cure yet but he prescribe some drugs such as acyclovir (Zovirax), famciclovir (Famvir), and valacyclovir (Valtrex),for me because they’re recommended for treating primary genital herpes outbreaks.i kept taking several drugs for the past 22 years now just to subsidize because the cure is not out yet.after much investigation about this cure on internet, and i have lost a lot dollars to Nigeria scammers. during Donald trump election with Hilary Clinton election, i was watching you-tube during the election campaign and a young lady you-tube page prompt up and she was sharing a video on how she got cured from herpes, and i saw several people comment below on how doctor oosa cure them from herpes and other diseases.i reply the lady who share the comment and she gave me all doctor oosa contact info that i needed in reaching him.i called and explain to him that i have been living with this virus for 22 years, he gave me assurance that i will be cure within a week and few day. although i was doubtful but i have no other option than to give a try to his treatment. he told me to pay before the medicine can be deliver to me address that i sent to him but i was so confident in paying for the medicine because he was not from Africa. after the payment, i got the medicine within 3 days and i use it as instructed.to shorting the story i was cured less than 2 weeks and it was confirmed by doctor Graham that i am negative of herpes.here is doctor oosa email address doctoroosaherbalhome@gmail.com or whatsapp +16625505507. i want all viewers who view my comment to please send my gratitude to him and i wish him long life and successful family. if you have herpes and other diseases as well please contact him asap because i am a witness of his medicine and i hope you will be the next to share yours comment. thanks doctor oosa.( doctoroosaherbalhome@gmail.com ) or whatsapp +16625505507

    doctor oosa can also cure the following disease

    1…HERPES
    2…CANCER
    3…ULCER
    4…HIV
    5…STROKE ETC
    6…DIABETES

  21. Bella Ray on Tue, 21st Feb 2017 12:14 pm
  22. Good News My People ..i want to Appreciate Dr.SABU herbal medicine is a good Herbal Medicine for( HERPES VIRUS) I was diagnosed with Herpes Virus last month,and was look for solution to be cure luckily I saw a testimonies on how Dr.SABU cure Herpes Virus I decided to contact Dr.SABU I contacted him he prepared a herbal medicine portion and sent it to me,i started the herbal medicine for my health.he gave me step by step instructions on how to apply it, when i applied it as instructed, i was cured of this deadly Herpes Virus within 2weeks, I am now Herpes Virus Negative.my brother and sister i no that there are so many people that have there same Herpes Virus please Dr SABU to help you two,and help me to Thank Dr.SABU for cure me, I’m cured by Dr.SABU herbal medicine,his contact email:drsabuspelltemple@gmail.com or cell whatsapp number+2347057624993 or by his web/site:https://drsabuspelltemple.wixsite.com/dr-sabu

  23. Gina Tom on Tue, 21st Feb 2017 6:19 pm
  24. THIS IS NOT A JOKE. TRUST GREAT DR KUMAR. My names are Gina Tom from United States. Great Dr Kumar is really powerful and knows how to do his job perfectly. If not for him i could not imagine what would have happened. My ex was always picking up an argument with me and was always beating me. He started acting strange and funny and left me for no cause for another girl. I thought all hope was gone. I searched for help on the internet and i came across Great Dr Kumar. I saw so many testimonies about him. I was delighted and i contacted him on his email and told him what was going on. He laughed and assured me to calm down that he will help me and that my ex will come back begging me. He did his work and cast the spell for me and in 3 days time, my ex came apologizing just as he told me. Today we both live together and we are even more in love than how we use to be before he left. Contact the Great Dr Kumar for your own help. You can contact him on: drkumartemple@yahoo.com and his website is:
    https://drkumartemple.wixsite.com/dr-kumar

  25. shoron bella on Tue, 21st Feb 2017 11:17 pm
  26. I am very happy today to share this amazing testimony on how Dr ofure the herbal doctor was able to cure me from my Herpes Virus with his herbal medicine. I have been a Herpes patient for almost 8 months now and have tried different methods of treatment to ensure that I am cured of this terrible disease, but none worked for me, so I had to leave everything to God to handle as I was a Christian who had faith that one day God would intervene in my life, yet I felt so sad and desperate as I was losing almost everything due to my illness, A few months ago while I was searching the internet I saw different recommendation about Dr ofure on how he have been using his herbal Medicine to treat and cure people, these people advice we contact Dr ofure for any problem that would help immediately, I contacted Dr ofure and I told him how I got his contact and also about my disease, after some time Dr ofure told me to have faith that he would prepare for me a medication of herbal herbs, he told me I would take this medicine for a few weeks and also asked my home for home address so as possible for him to submit the drug for me, so my good friends after all the process and everything Dr pure actually sent me the medicine, I took it as I was directed by Dr ofure, after a few weeks passed, while on Dr ofure medication I began to experience changes in my body, I had to call my doctor at the hospital for some blood test after test my hospital doctor told me that I was no longer with the Herpes virus and my blood is pretty good, I can not even believe this, Friends well today i am Herpes Free and i want everyone to know that there is a cure for Herpes for those who will contact Dr ofure after reading my testimony, you can kindly contact Dr ofure in (drofureherbalhome@gmail.com) or call him +2348162868851, God bless you all …

  27. Maya Fox on Wed, 22nd Feb 2017 1:43 am
  28. I am basically writing you back to give you all of my thanks. Ever since I finished working on the first Maxwell (Love Me Again), my results have been excellent. All I can say is YES, YES YES!! You have been a great help to me and very patient as well. That is so important. When people start working on things that are new to them, there is so much that they don’t know. Especially since working on such kits you are calling on spirits for help and you don’t want to make any mistakes because you’re afraid that anything could go wrong if the work is not done right (such as myself) and I know that I have questioned you a lot. I can admit that I was having some doubts at first and that I was just hoping that this relationship could be helped due to all of the negativity in the relationship. Now I know that there was help and hope for us once again. You have been the best as far as love spell is concern and responding to questions in a timely manner. And I can also tell that you as the support staff are very bright and well educated people. I just wanted to leave you with this note. But mainly you. Even though I know that there are other spell caster, you have been the one that i have really seen a good result from the casting of the spell….thanks once again Dr Okaya , OKAYASPELLHELP@GMAIL.COM OR OKAYASPELLHELP@OUTLOOK.COM call/Whatsapp +27814506790

  29. Julia Farbio on Wed, 22nd Feb 2017 3:27 am
  30. TESTIMONY OF HOW I GOT CURED FROM (HERPES SIMPLEX VIRUS) BY THE GREAT HEALER DOCTOR ADEMUSHI.
    Hello everyone my name is Julia farbio I am here to testify of the great work Dr Ademushi did in my life with the help of his herbal traditional medicine. I have been suffering from Herpes since 2015 and ever since then I have been looking for solutions on how to cure it. I have being to different hospitals but I discovered none of them was working out for me that I was just wasting money. So I decided to live everything to God, then I was taking my medications to sustain my life and reduce the pains. So on this particular Sunday morning after coming back from service I sat down and begin to ask myself questions, then my phone rang behold it was my sister calling which I answered the call and she started telling me that a friend of hers who has been suffering from same herpes has just been cured by Dr Ademushi the herbal medicine man. Then I was over whelmed, even though I was a little bit confused so she encourage me to also give Dr Ademushi a trial and see for myself then I told her to help me get his contact and forward them to me, So immediately she got the contact of Dr Ademushi and send them to me, immediately I contacted Dr Ademushi and he told me everything I needed to do to enable me get the herbs for my medications and immediately i did that which he instructed me to do without wasting anytime. And here I am today sound and healthy without any symptoms of herpes or any sickness in my body system. And he also told me that there is no sickness on this planet earth that doesn’t have a cure that with the help of herbs he can cure any sickness or disease you can ever think off. So if you are suffering from HERPES or any other sickness or disease and you need a cure you can also contact Dr Ademushi with this Email Address at drademushiherbalhome@hotmail.com or whatsapp or call him:+2348131652960 so you can also receive your healing and share your testimony.

  31. shoron on Wed, 22nd Feb 2017 10:57 am
  32. I am very happy today to share this amazing testimony on how Dr ofure the herbal doctor was able to cure me from my Herpes Virus with his herbal medicine. I have been a Herpes patient for almost 8 months now and have tried different methods of treatment to ensure that I am cured of this terrible disease, but none worked for me, so I had to leave everything to God to handle as I was a Christian who had faith that one day God would intervene in my life, yet I felt so sad and desperate as I was losing almost everything due to my illness, A few months ago while I was searching the internet I saw different recommendation about Dr ofure on how he have been using his herbal Medicine to treat and cure people, these people advice we contact Dr ofure for any problem that would help immediately, I contacted Dr ofure and I told him how I got his contact and also about my disease, after some time Dr ofure told me to have faith that he would prepare for me a medication of herbal herbs, he told me I would take this medicine for a few weeks and also asked my home for home address so as possible for him to submit the drug for me, so my good friends after all the process and everything Dr pure actually sent me the medicine, I took it as I was directed by Dr ofure, after a few weeks passed, while on Dr ofure medication I began to experience changes in my body, I had to call my doctor at the hospital for some blood test after test my hospital doctor told me that I was no longer with the Herpes virus and my blood is pretty good, I can not even believe this, Friends well today i am Herpes Free and i want everyone to know that there is a cure for Herpes for those who will contact Dr ofure after reading my testimony, you can kindly contact Dr ofure in (drofureherbalhome@gmail.com) or call him +2348162868851, God bless you all …

  33. lidymesil on Wed, 22nd Feb 2017 12:17 pm
  34. It still unbelievable to believe that HIV AIDS still has cure, me and my husband has been suffering from HIV AIDS for so many years and we have search for help but we were unable to find one, i was told that there was no cure for HIV AIDS but somehow i believe that there was someone out that has a cure, so that was how i went in search for solution on how to get cured of HIV AIDS and surprisingly i saw comment on daily news papers where lady testify of how Dr bello herbal medicine cure her, i was so confused because first i thought that there was no cure but now seeing that someone outside has a cure, i thoughts of it as a scam but something told me to give it a try and when i did he reply me and assure me that me and my husband will be cured once we receive his herbal medicine, that was how he prepared it, and send my herbal medication that me and my husband used that cure me and my husband in Just 2 weeks and we were tested HIV AIDS Negative. All Thanks to the powerful Dr bello for his help in my life. contact him on his email bellospelltemple@gmail.com whatsApp him on +2348147271779.

  35. Elena Jaden on Wed, 22nd Feb 2017 8:01 pm
  36. My Name is Elena Jaden from United States Of America,I want to quickly write on a Powerful Love spell Caster that helped me when i had a misunderstanding with my Husband which leads to Divorced, I contacted this Powerful Love spell caster for help and He actually helped me without running away with my money. I am So Happy and Excited because as i am writing this Testimony, My Husband is madly in love with me again. If there is anybody Out there who is in Difficulties and need help should kindly Contact DR.SABU on His Private Email and he is Ready to Help you no matter the Situation, Here is His Valid Email: drsabuspelltemple@gmail.com or whatsapp number:+2347057624993
    You can also reach him on his website: https://drsabuspelltemple.wixsite.com/dr-sabu Thanks you Sir.

  37. noha uweis on Wed, 22nd Feb 2017 10:31 pm
  38. All thanks to Dr.Okeyto, I am here to share a life testimony of my self on how i came in contact with a real herbalist who helped me. i appreciate everyone for taken their precious time to read my testimony, 2 years ago i was diagnosed with Herpes (HSV1-2) this means that 2 years ago i was Herpes (HSV1-2) positive it started as a yeast infection then transformed into herpes I’m 39 years old female I was having bad outbreaks. EXTREMELY PAINFUL. I have try different kinds of drugs called valacyclovir, (zovirax 200mg) including Tee Tree Oil and treatment by the medical doctors but was not able to cured it completely, i treated and it re~appeared Six months ago I was desperately online searching for a helpful remedies for genital herpes (HSV1-2) cure, which i came across some helpful remedies on how Dr.Okeyto have help so many people in Curing Genital Herpes (HSV1-2) with the help of Herbal Treatment I was so speechless and quickly i contact him to help me and he prepared some herbs for me and send it across to me and he told me the way i was going to be taken the medicine which i did because I too believe there is someone somewhere in the world who can Cure Herpes Completely. As of the past 2 weeks however I’ve been following the herpes cure procedure giving to me by Dr.Okeyto.and it stopped all outbreaks completely! To my greatest surprise I notice the sours in my Genitals were all dried up and my tongue stopped paining me I was CURED Completely by following the procedure of the herbal medicine .i am very happy about this, then i contacted Dr Okeyto again to tell him the good result , i asked him how he was able to help me, because i have tried different means to get it treated and it all re~appear he said that he was gifted with it that he can cure any disease. Don’t be discouraged by the medical doctors. There is a Cure for HSV with the Help of Herbs and Roots kindly contact he for more information Via (dr.okeytoherbalcure@gmail.com. or..his facebook page https://web.facebook.com/Drokeyto-help-care-1769862086588278/?skip_nax_wizard=true ../.or call him +2349050141440/whats-app him because Good health is better than wealth

  39. Betty Daniel on Thu, 23rd Feb 2017 9:31 am
  40. Truthfully Dr Otoide is a real spiritual herbalist he succeeded in restoring joy to my family after 3years of marriage, i have been barren and have gone to several places but all my efforts was to no avail. but i never lose faith. until i miraculous surf on the internet then i came across Dr Otoide the way helped so many people. i was so happy that finally i have seen a way to get pregnant. and with that hope in me. i contacted him and he directed me on the steps to follow which i did. i was so surprise that after Dr Otoide cast a spell for me after 48hours i notice something strange going on in my stomach and i knew i was pregnant at that point of time. and the next morning i went to the hospital and behold i was told i was pregnant. im so happy for the help Dr Otoide has given to me.To contact his email:drotoidesolutiontemple@gmail.com and also for more information visit his website:https://drotoidesolutionte.wixsite.com/dr-otoide or you can contact him on his mobile number:+2347089081873..

  41. clark david on Thu, 23rd Feb 2017 2:24 pm
  42. I want to testify about how Dr Emua helped me when i had herpes virus. It was all over my body causing constant pounding and messing I can’t sleep at night because of the symptoms. This was hell on earth. I have tried everything to get off the virus but nothing comes out I saw so many testimony on how Dr Emua the herbal medicine man help in curing so many people from herpes virus. So i contact him for help and told him my herpes problem. He assure me that i will be okay, he brought some herbal medicine for me and told me how to use it, and i used it for two weeks after i used it i discover i was not feeling the pains anymore, so i decided to go for a test to see if am okay, Luckily for me, i was tested herpes negative, now I believe all these Testimonies about him on the internet about dr emua, he is truly a great man, I am now free from herpes all thanks goes to Dr. Emua for what he did in my life…If you are out there and you have herpes problem or any other disease you have to seek for help through this man because he is going to help you cure your herpes or any other sickness. here is the email of this great herbal healer {dremuahelphome@gmail.com or dremuahelphome@outlook.com call him or add him on whatsapp +234706362817)

  43. Merit white on Thu, 23rd Feb 2017 3:54 pm
  44. Hello everyone I’m here to appreciate the great work of Dr mahel , I was sick for (HERPES GENITAL TYPE3) disease which affected my body most especially my prevent part for 8month I was sick of this disease, and I used all kind of drugs but it didn’t work, it was only the herbal cure I got from Dr mahel that got me cure and I believe it work very fast am so happy today that my body is back to normal, I want to use this opportunity to thank he on the internet, if you are there looking for a solution to your problem you can contact him on his mail drmahellovespell@gmail.com. contact him now….

  45. Merit white on Thu, 23rd Feb 2017 4:04 pm
  46. Hello everyone I’m here to appreciate the great work of Dr mahel , I was sick for (HERPES GENITAL TYPE3) disease which affected my body most especially my prevent part for 8month I was sick of this disease, and I used all kind of drugs but it didn’t work, it was only the herbal cure I got from Dr mahel that got me cure and I believe it work very fast am so happy today that my body is back to normal, I want to use this opportunity to thank he on the internet, if you are there looking for a solution to your problem you can contact him on his mail drmahellovespell@gmail.com. contact him now……..

  47. jesicagomez on Thu, 23rd Feb 2017 5:44 pm
  48. Hi everyone, I was going crazy when my husband breakup with me and left me for another woman!! All thanks to Prophet Lucky the best love spell caster online that helped me to bring back my husband today and restore happiness in my marriage.. I’m Jesica Gomez by name i live in Spain. My husband breakup with me and left me to be with another woman, and i wanted him back. I was so frustrated and i could not know what next to do again, I love my husband so much but he was cheating on me with another woman and this makes him break up with me so that he can be able to get married to the other lady and this lady i think use witchcraft on my husband to make him hate me and my kids and this was so critical and uncalled-for, I cry all day and night for God to send me a helper to get back my husband!! I was really upset and i needed help, so i searched for help online and I came across a website that suggested that Prophet Lucky can help get ex back fast. So, I felt I should give him a try. I contacted him and he told me what to do and i did it then he did a spell for me. 28 hours later, my husband really called me and told me that he miss me so much, Oh My God! i was so happy, and today i am happy with my man again and we are joyfully living together as one big family and i thank the powerful spell caster Prophet Lucky, he is so powerful and i decided to share my story on the internet that Prophet Lucky spell caster is best spell caster online who i will always pray to live long to help his children in the time of trouble, if you are here and your lover is turning you down, or your husband moved to another woman, do not cry anymore, contact this powerful spell caster Prophet Lucky on his email at: luckyspelltemple@gmail.com . His website is https://luckyspelltemple.wordpress.com

  49. gary parker on Thu, 23rd Feb 2017 6:34 pm
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  51. lorraine shobajo on Thu, 23rd Feb 2017 6:46 pm
  52. Hello to everyone , my name is Lorraine Shobajo , I am from New York , I am 38 years old, I want to share my testimony on how Dr Ayeni helped me lose my weight and cure my type 1 diabetes , my weight has been a big obstacle to my carrier , I am a lazy person I don’t do much exercises, till I saw how Dr Ayeni helped someone from New Mexico to lose his weight , I contacted him and he gave me herbal medicine which I used and I lost 80 pounds within two weeks, if you are out there and you are also lazy or not fit for exercise and you want to lose your weight contact Dr Ayeni on ayeniharbelcure@gmail.com

  53. rachael mahonie on Thu, 23rd Feb 2017 10:24 pm
  54. I want to tell the world of this man and his powers and how he helped me brought back my ex husband with just a spell within 3 days.This is a true story,but very brief. believe it or take it.
    Few years ago when i gave birth to my last daughter, my husband started coming home late.before i could know what was happening he stopped coming home. to cut the long story short, when i did my findings i found out that he left because of another woman.I was very disappointed at him infact i felt my life was over because of the love i have for him.how would i cope with bills an the upbring of my three daughters. i tried so much to reignite our love and bring him back to me but it never worked.
    I was online one day when i read about a man called SPIRITUALIST DR OGIDI just as you are reading now , my instinct immediately told me that he was my solution.
    i contacted him and he helped me to cast the spell that brought back my husband. To make the story short my husband came back to me and my kids within 3 days.my family is back and happy once again.
    I need to share this testimony to help other women like me out there. contact him for spell cast now on this mail address spiritualistdrogidi@gmail.com or whatsapp him +2348124528145

  55. Stone Deb on Fri, 24th Feb 2017 6:40 am
  56. HOW I CURE MY HERPES SIMPLEX VIRUS WITH THE GREAT HELP OF DR. TRUST. REACH HIM THROUGH HIS VIA WEB SITE. https://ultimatecurecenter.wixsite.com/dr-trust

    I have been suffering from (HERPES SIMPLEX VIRUS) disease for the past two years and had constant pain, especially in my knees. During the first year,I had faith in God that i would be healed someday.This disease started circulating all over my body and i have been taking treatment from my doctor, few weeks ago i came on search on the internet if i could get any information concerning the prevention of this disease, on my search i saw a testimony of someone who has been healed from (HERPES SIMPLEX VIRUS) by this Man Dr Trust and she drop the email address of this man and advise we should contact him for any sickness that he would be of help, so i wrote to Dr. Trust telling him about my (HERPES Virus) he told me not to worry that i was going to be cured!! hmm i never believed it,, well after all the procedures and remedy given to me by this man few weeks later i started experiencing changes all over me as the Dr assured me that i have cured,after some time i went to my doctor to confirmed if i have be finally healed behold it was TRUE, So friends my advise is if you have such sickness or any other at all,you can contact him.

    Email: Ultimatecurecenter@yahoo.com
    Call: +2348156885231

  57. Allison Laur on Fri, 24th Feb 2017 10:08 am
  58. All thanks to DR. EDE-MEME, I am here to share a good testimony of my self on how i came in contact with a real herbal Man who helped me. i appreciate everyone for taken their precious time to read my testimony, 6 months ago i was diagnosed of HERPES, this means that 2 months ago i was HERPES positive ontill i go for research on the Internet, we came across DR. EDE-MEME and my friend said that she has come across a lot about him and said that he is a real herbal man remedy to all illness, i was really surprised on this and confused as well, I was so speechless and quickly i contact him to help me and he prepared some herbs for me and send it across to me and he told me the way i was going to be taken the medicine which i did, and in the next 2 weeks i went to the hospital and they said that i am now HERPES negative, i am very happy about this, when i contacted DR. EDE-MEME again to tell him the good result , i asked him how he was able to help me, and he said that he was gifted with it that he can cure any disease. health is wealth Email him edeharbelhome@gmail.com or edeharbelhome22@hotmail.com

  59. Anna on Fri, 24th Feb 2017 11:09 am
  60. Good day,
    i want to inform the public how i was cured from (HERPES SIMPLEX VIRUS) by Dr

    ezomo, i visited different hospital but they gave me list of drugs like

    Famvir, Zovirax, and Valtrex which is very expensive to treat the symptoms and

    never cured me. On my moms birthday November 28 2016, I was browsing through

    the Internet searching for remedy on herpes and i saw comments of people

    talking about how Dr ezomo cured them. when i contacted him he gave me hope

    and send a Herbal medicine to me that i took for two weeks and four days, to

    my greatest surprise it seriously worked for me, am a free person now without

    problem, my herpes result came out negative. I pray for you Dr ezomo, am cured

    you can also get your self cured my friends, if you really need Dr ezomo help

    he can cure what ever symptoms or virus you have within you and he can be

    reached on drezomoherbalclinic24@yahoo.com or whats app or give him a call at

    anytime with his phone number +2349073598657. Good luck.

  61. Anna on Fri, 24th Feb 2017 11:10 am
  62. Good day,
    i want to inform the public how i was cured from (HERPES SIMPLEX VIRUS) by Dr

    ezomo, i visited different hospital but they gave me list of drugs like

    Famvir, Zovirax, and Valtrex which is very expensive to treat the symptoms and

    never cured me. On my moms birthday November 28 2016, I was browsing through

    the Internet searching for remedy on herpes and i saw comments of people

    talking about how Dr ezomo cured them. when i contacted him he gave me hope

    and send a Herbal medicine to me that i took for two weeks and four days, to

    my greatest surprise it seriously worked for me, am a free person now without

    problem, my herpes result came out negative. I pray for you Dr ezomo, am cured

    you can also get your self cured my friends, if you really need Dr ezomo help

    he can cure what ever symptoms or virus you have within you and he can be

    reached on drezomoherbalclinic24@yahoo.com or whats app or give him a call at

    anytime with his phone number +2349073598657. Good luck

  63. anna jason on Fri, 24th Feb 2017 6:20 pm
  64. i am anna jason, I was diagnosed HSV1 genital in September of 2015. My partner’s STD screening was HSV1 positive but he was asymptomatic and did not believe he had an ethical responsibility to disclose. 80% of the population is HSV1 positive. I had little knowledge HSV1 genital until I was diagnosed. I suffered a painful prodromal state, severe stomach cramps, itching, spinal neuralgia followed by an outbreak every month. i have been going for treatment all the time, until i search online about the cure and i saw several commenting about doctor omole having the cure and i contact him about the cure. he told me to pay for the herbal medicine which i did and after making the payment, he sent me the herbal medicine and i receive the medicine within 3 days. i use the medicine twice a day ( morning and at night before i go to bed). after using the medicine for a week and few days, i go back to hospital and i was negative. i decide to share this because i know a lot of people are herpes positive and they’re looking for the cure. kindly contact doctor omole for your own cure and also thank him for my behalf for getting me back to my normal life again. you can contact him on doctoromoleherbalhome@gmail.com

  65. sandra on Fri, 24th Feb 2017 7:21 pm
  66. I have been suffering from (HERPES SIMPLEX VIRUS) disease for the past two years and had constant pain, especially in my knees. During the first year,I had faith in God that i would be healed someday.This disease started circulating all over my body and i have been taking treatment from my doctor, few weeks ago i came on search on the internet if i could get any information concerning the prevention of this disease, on my search i saw a testimony of someone who has been healed from (HERPES SIMPLEX VIRUS) by this Man Dr EHI and she also gave the email address: dr.ehispelltemple1@gmail.com of this man and advise we should contact him for any sickness that he would be of help, so i wrote to Dr. EHI telling him about my (HERPES Virus) he told me not to worry that i was going to be cured!! hmm i never believed it,, well after all the procedures and remedy given to me by this man few weeks later i started experiencing changes all over me as the Dr assured me that i have cured,after some time i went to my doctor to confirmed if i have be finally healed behold it was TRUE, So friends my advise is if you have such sickness or any other at all you can email:: dr.ehispelltemple1@gmail.com

  67. blessing Eva on Sat, 25th Feb 2017 12:18 am
  68. I had doubts about magic spells after purchasing many spells that never worked I actually decided to never buy a spell again. I have tried different spell casters..Some of them never answered me after I paid and were obvious scammers, some really cast a spell but for some reason it didn’t work. Then I saw a video on you-tube with a person who was mentioning she had results with dr patrick . Despite the suspicions I had her site looked real so I gave spells a last try. It’s probably the best decision I ever made in my life because it worked and my boyfriend came back with me After I broke up with him I spent a lot of time wishing that I could just turn the clock backwards.He helped me do just that. In fact our relationship feels like the break up never even happened. We have never been this happy or passionate, all thanks to dr patrick. If you’re looking for a good spell caster look no further,you can contact him straight on drpatrickspellcaster@yahoo.com.or drpatrickspellcaster@gmail.com or call him +2348107976492

  69. Stacy Jones on Sat, 25th Feb 2017 2:35 am
  70. I am here to give my testimony about Dr AKPATA who helped me in my
    life, i want to inform the public how i was cured from (HERPES SIMPLEX
    VIRUS) by Dr AKPATA,i visited different hospital but they gave me
    list of drugs like Famvir, Zovirax, and Valtrex which is very expensive
    to treat the symptoms and never cured me. I was browsing through the
    Internet searching for remedy on HERPES and i saw comment of people
    talking about how Dr AKPATA cured them. when i contacted him he gave
    me hope and send a Herbal medicine to me that i took and it seriously
    worked for me, my HERPES result came out negative. I am so happy sharing this testimony. My advice to you all who thinks that their is
    no cure for Herpes,HIV,Cancer and Ex Lover back, that is Not true just contact him and get cure from
    Dr AKPATA.
    EMAIL=(Akpataspelltemple@gmail.com)

    REGARDS.

  71. RUTH MARIS on Sat, 25th Feb 2017 3:45 pm
  72. All thanks to Dr Alli for curing my HERPES SIMPLEX VIRUS / HPV with his herbal medicine, i do not have much to say but with all my life i will for ever be grateful to him and God Almighty for using Dr Alli to reach me when i thought it was all over, today i am happy with my life again after the medical doctor have confirmed my HERPES SIMPLEX VIRUS / HPV of 5 is gone,i have never in my life believed that HERPES SIMPLEX VIRUS could be cured by herbal medicine. so i want to use this means to reach other persons who have this disease by testifying the power of Dr Alli that all hope is not lost yet, try and contact him by any means for any kind of disease with his email: ( allispellhelp1@gmail.com ) or +2348100772528.

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