Why Vizioneer?

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Atlanta, Georgia, United States
The "Vizioneer" comes from mashing two words that have shaped my world for most of my adult life - Engineer and [data] Visualizations (or Vizes to those who know what's up). Graduating from first from Oglethorpe University in Atlanta, followed by Georgia Tech with my Bachelors and Masters in Civil Engineering, all of which taught me to think through anything and everything - problem solving, "engineering" solutions, teaching to the "ah ha" moments - is what I love to do. In 2010 that investigative, engineering mindset intersected a job change and a plunge into the world of Data Analysis. In the search for the next great thing I stumbled on to a data visualization and dashboarding product called Tableau software and things just took off. So now I guess you could call me that engineer with the sweet data visualizations - or just "The Vizioneer" :)

In 2013, I joined the incredible team at Slalom, focusing on Tableau and it's been an amazing experience. Recently in 2014, I was honored and humbled to receive Tableau's highest recognition of being named a Tableau Zen Master. Follow along to see what happens next :)

Wednesday, June 18, 2014

Dynamic Parameters - a sorta hack

...And we're back.

It's been a little more than six weeks since I've saddled up and hopped on the blog.  The #Tableau30for30 took a lot out of me and I've needed some time to recover :).

So dynamic parameters.  It's the number one most requested feature idea in the Tableau Community.  Everyone seems to have come across a time where this would come in handy.  It's a great idea and given the demand it should be implemented sooner rather than later.  

Unfortunately, it's not coming in the very soon to be released v8.2.  You'll hear a lot about some very slick new features - Story Points and the Visual Data Window to name a few.  But dynamic parameters ain't on the docket.  So it's time we take matters in to our own hands.

Let's start at the beginning.  What's the point of dynamic parameters?  Here's the text from the idea page (currently with 870 votes - only one with over 320 votes):


Parameters are really useful when you need to do something too complex to be handled by quick filters or action filters. However parameters are currently hobbled by the fact they have to be static lists.

It would be really, really useful and solve a lot of Tableau gotchas, if you could define the options available for a parameter dynamically, from the result of a datasource, and preferably with the option to apply filters also.

That's a bit about what dynamic parameters could do.  Let's talk about what parameters are in general.  Here's what we're NOT talking about - The type of parameter that is a numerical value that can be changed via a slider or typing something in that will affect calculations.  Those parameters work great - no complaints there.  Rather, what the "Idea" is typically talking about is a parameter based on a STATIC list (think one time snapshot) of values of a dimension in the data.  Here's how it typically goes:
Create a new parameter>>Change the data type to "String">>Click the button for a "List" of Allowable values>>Select "Add from Field" and select the dimension to get your list of values (I'm using Superstore data and going with "Category")

































This will create a list of values based on the dimension selected.
















This static list now lives apart from your data set.  If the data set changes (the company adds more product categories) this list will NOT update.  This is the gripe.  The thinking is that if the data changes, so should the parameter.

So here we go.  I'm going to propose an idea.  Follow me for a minute.

When we create a list of values in a parameter, it's as if we're informally creating a new table of values, based on a snapshot of the data, that now lives outside the the data.

What if we just more formally create a table of values that remains based on the underlying data, yet lives outside of the full datasource (as a parameter would).  What if, instead of calling this new table of a single dimension of data a "parameter", we called it what it really is - a small data source.

Here's what I'm proposing - Based on the same example from above (Creating a String Parameter from a List of Values based on the Category field), we head back to the data window and head for the Custom SQL.  What? You don't like SQL?  This is going to be the easiest three lines of code you've ever written.  It goes like this:


























In general terms it's:
Select [Your Dimension]
From [Your Datasource]
Group by [Your Dimension]

And using the SQL from above, what do we get?





























A single value list with all of the Product Categories - this looks strikingly similar to the parameter we created, except for one thing.  This is dynamic.  This list will change if the underlying data would change.

So we've created this dynamic list - what can we do with it?  Basically anything we want - we can do most of the same things we could do with parameters - use it in formulas, use it in quick filters (single select or multi-select - the second option is not currently possible with a parameter), etc....  The sky is the limit.  Here's an example:



































Notice the two data sources.  Superstore is our primary data source and the single value list dynamic table based on Categories is the secondary source.  Creating a multi-select quick filter works like a champ (make sure the two data sources have the correct links and relationships - which Tableau will make sure of if the headers have the same names).





Interesting stuff, I say.

Is it a perfect solution.  Nope - it's a hack.  Are there a dozen reasons why it's not a best practice? I'm sure there are, and I'm sure the comments section below will let that play out.  But with all that said - could it help solve a problem you're having? It just might.  

It's a crazy simple solution and my hope is that it sparks a conversation.  I by no means think this is anywhere near the last word on this topic, but with v8.2 walking out the door, it's time we begin to amass ideas for v9.0.

I look forward to your feedback.  Many thanks- 

Nelson

90 comments:

  1. This is a great hack - I've been using a combination of sets and filters to get what I need, but this may be easier - I could set up different views in SQL depending on the "filter" I want and link them as a "data sources" listing my dimensions I need.

    ReplyDelete
    Replies
    1. Thanks Stacey - I do hope it's helpful. I know there are some weak points in the solution, but I also think there may be some cases where this could really help. Keep me posted on how it goes when you implement this! Thanks!

      Delete
    2. Thanks Nelson! This looks promising.

      Hi Stacey any chance you can share your version of usage by combining sets and filters?

      Thanks!

      Delete
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  2. Hey Nelson, some great thinking here around the problem, nice to get the ball rolling on how to solve for dynamic parameters.

    There are some use cases where the above does not currently work, for example if I want to use a calculated field like IF [Category]=[source2.product category] THEN [Category] ELSE 'Other' END and place that on the rows shelf or the color shelf it does not work. This is because a blend is required to get the viz, but that blend also means that any filters on the secondary source will also apply to the primary. So in a sense it becomes a quick filter rather than a parameter.

    Its so close, all that's missing is the ability for Tableau to utilize two unblended data sources in a single calculated field......

    ReplyDelete
    Replies
    1. Peter -
      Thanks for the feedback and you're right - because we end up using this as a quick filter you lose the ability to show an "Other". I've tried about 7 ways to Sunday using sets and combined sets to get around it, but to no avail at the moment. It's close, and I think it's fun to have ideas to talk about to kick the can down the road. Keep me posted if you come up with anything fun on this. Many thanks for checking it out.

      Nelson

      Delete
  3. PeterG - See http://drawingwithnumbers.artisart.org/creating-a-dynamic-parameter-with-a-tableau-data-blend/ for how to get something like what you want. You can turn off the Category as a linking dimension in the secondary source, in which case a filter on the Category in the secondary only filters the secondary and not the primary (and vice versa). However, to have the match work right for a [Category] vs. Other then the Category (or a field with finer granularity than Category) has to be in the view as a dimension (since all calculated fields using dimensions or measures from the secondary have to be aggregated, the view has to have fine enough granularity so the comparison will work), in which case to make an Selected vs. Other value you'd need a table calculation to aggregate over all the Categories. You can see an example of that in http://drawingwithnumbers.artisart.org/selecting-one-to-see-one-vs-all-other/.

    There are also ways to use Sets from secondary sources, see http://drawingwithnumbers.artisart.org/how-to-have-sets-with-your-secondary-data-sources/ for details. However, selecting the particular value of a dimension to use for the IN/OUT of a set from the secondary is just like for the primary, there's no real dynamic way to do that outside of Tableau desktop, unfortunately.

    Nelson: I'm glad to see someone else posting this idea, I've been exploring various funky use cases for data blending for awhile now and there are some very cool things we can do with it!

    Jonathan

    ReplyDelete
  4. Thanks Jonathan, using your data blend technique and Nelsons post I've been able to get most of the way there. As you state though I need Category in the view for it to work. I've tried using variations on window_sum calcs to get the aggregation but its not behaving like it would with a single source because the new field I create for 'selected vs other' can't be used for the partitioning (because under measures)

    I also tried the technique in your second blog post but it seems to be dependent on having another blend (i.e. on date), is that correct?

    This is certainly a brain tax!

    ReplyDelete
  5. Is it possible to insert these "parameters" into text?

    ReplyDelete
  6. Hi Nelson
    I am able achieve the above mentioned trick to filter different (Data Source) worksheets on a single dashboard, but when I follow the same for multiple Dashboards is it possible to achieve parameter action with the quick filter when all my data sources for each dashboard are blended together by a common field ?

    Thanks
    Praveen

    ReplyDelete


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  16. How do we do if we have to set the parameter dynamically in production for multiple data sources. does tableau support this.

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  17. Hello,
    Thanks for sharing this solution. I had never thought of using SQL to create a single value data-source, and I can see a lot of possiblities for how this could help me with other situations. However, in this case I need to add the parameter to a stored SQL procedure. Your solution changes the data-type from a parameter to a filter. I need the data-type to remain 'parameter' so I can add it to a stored procedure, and it would be nice if I could make the parameter within the procedure dynamically update based on the data-source.

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  26. Hello friends, I was suffering from ( HEPATITIS B ) for over 4 years,i was hopeless until one of my friend directed me to a man called DR CARE, she said he cure Hepatitis b disease and also said he has helped her friend to cure Hepatitis b virus, and cure other people with different diseases, i never believed her but after a lot of talk, i decided to give the Dr a try, just few days later i contacted him and he told me what to do which i did and he prepared a herbal medicine and sent to me with prescriptions on how i will take it for a period of days. After i finished taking the medicine he told me to go for a test which i also did and when the result came out i was surprised to see that i'm Negative. Big thanks to him. You can also contact him via EMAIL at { drcarevoodoospell@gmail.com } if you need his help for HEPATITIS B, HERPES, HIV CURE ....whatsapp him on +393510530641

    ReplyDelete
  27. i am ERIC BRUNT by name. Greetings to every one that is reading this testimony. I have been rejected by my wife after three(3) years of marriage just because another Man had a spell on her and she left me and the kid to suffer. one day when i was reading through the web, i saw a post on how this spell caster on this address AKHERETEMPLE@gmail.com have help a woman to get back her husband and i gave him a reply to his address and he told me that a man had a spell on my wife and he told me that he will help me and after 3 days that i will have my wife back. i believed him and today i am glad to let you all know that this spell caster have the power to bring lovers back. because i am now happy with my wife. Thanks for helping me Dr Akhere contact him on email: AKHERETEMPLE@gmail.com
    or
    call/whatsapp:+2349057261346










    i am ERIC BRUNT by name. Greetings to every one that is reading this testimony. I have been rejected by my wife after three(3) years of marriage just because another Man had a spell on her and she left me and the kid to suffer. one day when i was reading through the web, i saw a post on how this spell caster on this address AKHERETEMPLE@gmail.com have help a woman to get back her husband and i gave him a reply to his address and he told me that a man had a spell on my wife and he told me that he will help me and after 3 days that i will have my wife back. i believed him and today i am glad to let you all know that this spell caster have the power to bring lovers back. because i am now happy with my wife. Thanks for helping me Dr Akhere contact him on email: AKHERETEMPLE@gmail.com
    or
    call/whatsapp:+2349057261346

    ReplyDelete
  28. My husband left me for another girl. I needed him back desperately because i loved him so much. I became very worried and needed help. as i was browsing through the internet, I came across a particular testimony about this good Dr Akughe help get ex back fast and stop a divorce or breakup and so on , 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 (return Love spell) for me. 24 hours later, my husband came back to me crying and begging for my forgiveness. Today I’m so happy and i want to recommend this great spell caster to anyone that truly needs an urgent solution to his or her broken relationships and marriage email him at: akughesolutionhome@gmail. com Simply contact the great “Dr Akughe” If you have any problem contact him and i guarantee you that he will help you., do not cry anymore-contact this powerful spell caster now. Thank you Dr Akughe for saving my broken relationships and brought my husband back to me!” email him at: akughesolutionhome@gmail. com,you can also call him or add him on WhatsApp: +2348162219339

    ReplyDelete
  29. HOW DR SUNNY HELP ME TO FIX MY BROKEN RELATIONSHIP.
    Contact His Email:solutioncentre911@gmail.com
    via what-app;+2349056393169

    Hello my Kathy George, Am here to testify of a great and powerful spell caster named Dr Sunny, I was so confused and devastated when my Husband left me for another girl. I needed him back desperately because i loved him so much. So i contacted this great spell caster for help. He helped me cast a return love spell on my husband and just within 40hours my husband came back to me crying and begging for my forgiveness. Dr Sunny released him to know how much i loved and wanted him back. And He also opened his eyes to picture how much love we have share together. As I am writing this testimony right now i am the most happiest woman on earth. I want to recommend this great spell caster to anyone that truly needs an urgent solution to a love break up Email him at:solutioncentre911@gmail.com or What-App his phone number on +2349056393169 Also specialize on
    1) love Spell
    2) Spells divorce
    3) Spells of marriage
    4) pregnancy problems
    5) Healing spell
    contact this great man if you have a problem for a lasting solution Through Email: solutioncentre911@gmail.com

    ReplyDelete
  30. I am very happy to inform the general public that I am finally cured from Herpes simplex virus recently with the use of herbal medicine, the powerful herbal medicine cured me completely and i was tested negative after usage, I am using this means to inform other's who have the virus that there is a cure for Herpes simplex 1&2 . It is absolutely true. I was cured by Dr Alli, only him I can recognize who cure Herpes perfectly well. I will advice you to contact this great doctor who God has send to put an end to the sorrowful and deadly disease. Contact him via Email  Allispellhelp1@gmail.com or add him on WhatsApp +2348100772528

    ReplyDelete

  31. My name is Sara Smith i am from London, I was in a relationship with Ben and we loved and cherished ourselves for 3 good years and every thing was going on smoothly but JULY 14,2018 a day i can call a lovers day we both had misunderstanding because i answered a call from a guy that is asking me out for a date but i refused,and he told me that the relationship is over and that he is fed up with me and i begged him because i love him so much but he refused me i was so down cast and i felt the world has come to an end for me but my friend told me about a spell caster that helped her sister out in getting her relationship back,a good job and favor in any of her endeavor but at first i was scared but i have to give this man a trial because i love Ben very much and i am not willing to loose him to any woman,so i ordered returning my love spell from this great spell caster that made me a happy woman again to say it all my ex came back to me with much love and a caring heart...i am testifying to this great spell caster Kemi of Goddess. if you need his help you can contact him on: kemilovespelltemple@gmail.com.. THIS MAN IS A GREAT SPELL CASTER HIS EMAIL ADDRESS IS kemilovespelltemple@gmail.com, your life will charged for better.or call him +2349036055364 whatsapp

    ReplyDelete
  32. What a beautiful and wonderful testimony, sometimes things you don't believe can just happen. My name is Adams Vera, from U.S.A am 28 years old i got married at the age of 24 i have only one child and i was living happily. After three years of my marriage my husband behavior became so strange and i don't really understand what was going on, he packed out of the house to another woman i love him so much that i never dreamed of losing him, i try my possible best to make sure that my husband get back to me but all to no avail i cry and i cry seeking for help because i was heart broken until i coincidentally came across an online spell caster called Dr. Osasu , i contacted him and explained to him what i have been going through in my marriage and he gave me the full assurance that my husband will come back to me and my marriage will be restored, He told me what to do to get my husband back and i did, he said after 3days my husband will come back to me and start begging, it really happen it was so surprising and everything was just like a miracle, ever since my family have been living with so much happiness and our relationship was now very tight because of this great and powerful spell caster.he is a very great and powerful spell caster that can be trusted and there is nothing concerning life issues he cannot solve because i am a living testimony. i know there are so many people out there who are going through similar problems in one way or the other, believe me this is the right spell caster to contact and all your problems will be forgotten. contact Dr. Osasu viaWhatsapp: +2347064365391 Email:Account drosasu25@gmail.com

    ReplyDelete

  33. HOW I GET MY EX BACK WITHIN 3 DAYS

    i sincerely want to thank a great spell caster called Dr Ilekhojie for helping me to bring back my husband to me and my kids. after many years of marriage, my husband left me and my kid, and ran away with his new girlfriend to san francisco to start up their life without thinking about me and my son. I felt like my life was about to end, and was falling apart. After years of our separation i could not take it anymore so i decided to visit a friend who also encounter similar issue but she is living happily with her man now , to seek advice from her on how she get her ex husband back again.when i get there i explain everything to her and she told me not to worry that she will link me up with the spell caster who cast a spell on her husband that make him to come back to her. i pick her advice and i strongly hold onto it.then I contacted Dr Ilekhojie (gethelp05@gmail.com) and after I explained my problem,he told me not to worry that i have no problem in getting my husband back again he gave me 4 days assurance that my husband will come looking for me that when he come i should accept him back i told him that i will whole heartedly welcome him back. In just 3 days my husband came back to us and apologize for all the pain he have bring to the family. We solved our issues, and we are even happy more than ever before. Dr Ilekhojie is the best spell caster to solve any kind of problem and sickness you have.. I really appreciate the love spell you cast for me to get the man back to my life i will keep sharing more testimonies to people about your good work. if you want your ex back and you don,t know what to do kindly email gethelp05@gmail.com or contact him via whatsapp +2348147400259

    ReplyDelete
  34. What a beautiful and wonderful testimony, sometimes things you don't believe can just happen. My name is Adams Vera, from U.S.A am 28 years old i got married at the age of 24 i have only one child and i was living happily. After three years of my marriage my husband behavior became so strange and i don't really understand what was going on, he packed out of the house to another woman i love him so much that i never dreamed of losing him, i try my possible best to make sure that my husband get back to me but all to no avail i cry and i cry seeking for help because i was heart broken until i coincidentally came across an online spell caster called Dr. Osasu , i contacted him and explained to him what i have been going through in my marriage and he gave me the full assurance that my husband will come back to me and my marriage will be restored, He told me what to do to get my husband back and i did, he said after 3days my husband will come back to me and start begging, it really happen it was so surprising and everything was just like a miracle, ever since my family have been living with so much happiness and our relationship was now very tight because of this great and powerful spell caster.he is a very great and powerful spell caster that can be trusted and there is nothing concerning life issues he cannot solve because i am a living testimony. i know there are so many people out there who are going through similar problems in one way or the other, believe me this is the right spell caster to contact and all your problems will be forgotten. contact Dr. Osasu viaWhatsapp: +2347064365391 Email:Account drosasu25@gmail.com

    ReplyDelete
  35. This is my testimony that i will tell everyone to hear i have been married for 3 years and on the 4 years of my marriage another woman had a spell to take my husband away from me and my husband left me and the kids and we have suffered for 1 year and 6 months until i meant a post where this man Dr OSAYI have helped someone and i decided to give him a try to help me bring my love husband home and believe me i just send my picture to him and that of my husband and after 3 days as he have told me i saw a car drove into the house and behold it was my husband and he have come to me and the kids and that is why i am happy to make every one of you in similar to met with this man and have your lover back to your self His email (osayisolutionspellhome@gmail.com ) or call or WhatsApp him ( +2348051843752 ) he can also help on and cures:-
    (1) PREGNANCY SPELL
    (2) Spell Magic
    (3) Spells for healing
    (4) Spells of invisibility
    (5) Spells for wealth and fame
    (6) Spell to get a good job
    (7) Spells for a strong love and relationship
    (8) Spell to bring your ex back
    (9) Spell for protection from the danger
    (10) HIV / AIDS
    (11) HERPES
    (12) Hepatitis B.
    This man has great power and is incredibly generous.No problem is too big for him to solve..Contact him now,THANKS Dr OSAYI (His WhatsApp Number; +2348051843752 ).

    ReplyDelete
  36. Strong And Powerful Love Spell To Win Your Ex Back.. I have decided that i am going to spend the whole day on the internet just to make sure that a lot of people are able to read this my testimony about Dr.happy who is a powerful spell caster from Africa, After been abandon by my lover i was so lonely that very day that i decided to go through the net for some relationships tips, I never knew that this was the road map that will secure the return of my lover. After reading a lot of tips on how to restore my relationship in a more better way i discovered that Dr.happy has a lot of recommendation than other spell casters, So with this i had my mind made up that Dr.happy was the right person for the job, And i contacted Dr.happy through his details which i saw on the internet and i was so happy that i chose to work with Dr.happy because his work was 100% perfect and the spell brought my lover back to me with fast relief you can also contact him for help now email.. happylovespell2@gmail.com
    Website...happylovespell2.webnode.com/
    Whatsapp/cal +2348133873774

    ReplyDelete
  37. Dr.Mamudu the best spell caster online restore my broken relationship and i highly recommends Dr.Mamudu to anyone in need of help!
    My husband left me for another woman 3 months ago and ever since then my life have been filled with pains sorrow and heart break because he was my first love whom i have spent my entire life with. A friend of mine told me he saw some testimonies of a spell caster called Dr Mamudu that he can bring back lover within some few days, i laugh it out and said i am not interested but because of the love my friend had for me, she consulted the great priest on my behalf and to my greatest surprise after 2 days my husband called me for the very first time after three months that he is missing me and that he is so sorry for every thing he made me went through.He came back to me and now we are happy together. I still can’t believe it, because it highly unbelievable. Thank you Dr.Mamudu for bringing back my lover and also to my lovely friend who interceded on my behalf, for any one who might need the help of this great priest here is the email address: drmamudu47@gmail. com , you can also call him or add him on Whats-app: +2348143284524…

    ReplyDelete
  38. Greetings to every one that is reading this testimony. I had been rejected by my husband after five(5) years of marriage just because another woman had cast a spell on him and he left me with 2 kids to suffer. One day when i was reading through the web, i saw a post on how he help a woman to get back her husband and i gave him a chance he told me that my husband is under spell, he said that he will help me and after 7 days that i will have my husband back. i believed he and today i am glad to let you all know that this spell caster has the power to bring lovers back now my husband is back with after 7 days . he also gave me a financial magic ring to boost my business and removed bad luck. i am now happy with my husband. Thanks you Dr. love please contact him at (lovespelldoctor0@gmail. com)

    ReplyDelete
  39. Hello Viewers. Life has been so miserable after my Husband broke up with me 2 year ago. I never thought he could hurt me just like that then i realized how much i loved him. When he ended our relationship and i had to look for options to make sure i get him back to myself because i wasn't living fine anymore. I was directed to a Babalawo known as Dr Ogbeifun by a family friend who claimed he helped her with Court case, and protection in her work to go higher than others. Then I contact with the Babalawo and i was surprised and amazed when my Husband came back to me with he knees on the floor pleading to me for forgiveness to take he back as my lover. I thought i was dreaming because all this happened just within 24 hours and it happened as the spell Doctor as said. For that wonderful encounter with this man, i took a decision on my path that i will let the world know about DR OGBEIFUN for he's able and capable to solve any problems. Get in touch with him email : ifababalawospelltemple@gmail.com
    Add him on WhatsApp: +2348050680253

    ReplyDelete
  40. Am here to say a big thank you to Dr Sam for his great powerful love spell and his great spirits for saving my relationship. No one would have believe that I and my ex will ever come back together again lovers. But this great spell caster united us in just 48 hours. Dr Sam is truly a real and honest online spell caster. Contact him now on:okokakspellhome@gmail.com or whatsApp him +2349060421250 and he will help you solve all your problem

    ReplyDelete
  41. My name is Valary West.I'm from Canada, My husband and I have been married for about 7 yrs now. We were happily married with two kids, a boy and a girl. 3 months ago, I started to notice some strange behaviour from him and a few weeks later I found out that my husband is seeing someone else. He started coming home late from work, he hardly care about me or the kids anymore, Sometimes he goes out and doesn't even come back home for about 2-3 days. I did all I could to rectify this problem but all to no avail. I became very worried and needed help. As I was browsing through the internet one day, I came across a website that suggested that Psychic odumeje  can help solve marital problems, restore broken relationships and so on. So, I felt I should give him a try. I contacted him and told him my problems and he told me what to do and i did it and he did a spell for me. 28 hours later, my husband came to me and apologised for the wrongs he did and promise never to do it again. Ever since then, everything has returned back to normal. I and my family are living together happily again.. highly recommend Psychic odumeje, he is Powerful and really love spell caster. If you have any problem contact him and i guarantee you that he will help you. he will not disappoint you.Email:  odumejetemple@gmail.com or call / whataspp +2349012479806

    ReplyDelete
  42. Thank you sir for your genuine spells. This is really incredible, and I have never experienced anything like this in my life. Before i met you Sir, i have tried every possible means that i could to get my wife back, but i actually came to realize that nothing was working out for me, and that my wife had developed lot of hatred for me.. I thought there was no hope to reunite with my ex wife and kids. But when i read good reviews about your work sir, i decided to give it a try and i did everything that you instructed me and i Trusted in you and followed your instructions just as you have guaranteed me in 48 hours, and that was exactly when my wife called me.. We are more contented now than ever. Everything looks perfect and so natural! Thank you so much for your authentic and indisputable spells. Thanks Sir for your help. So I promise to tell the world about you great If you need help in your marriage of broken relationship,please contact Dr Osasu right now for urgent help WhatsApp +2347064365391 or Email drosasu25@gmail.com I want every one who is facing any problem should also give a testimony soon. Just like me today

    ReplyDelete
  43. My name is Valary West.I'm from Canada, My husband and I have been married for about 7 yrs now. We were happily married with two kids, a boy and a girl. 3 months ago, I started to notice some strange behaviour from him and a few weeks later I found out that my husband is seeing someone else. He started coming home late from work, he hardly care about me or the kids anymore, Sometimes he goes out and doesn't even come back home for about 2-3 days. I did all I could to rectify this problem but all to no avail. I became very worried and needed help.

    As I was browsing through I am very happy today with my family. My name is West Valary  living in Canada, My husband left me for good 3 months now, and i love him so much, i have been looking for a way to get him back since then. i have tried many options but he did not come back, until i met a friend that darted me to Dr. Odumeje a spell caster, who helped me to bring back my husband after 48 hours. Me and my husband are living happily together today, That man is great, you can contact him via email odumejetemple@gmail.com .

    Now i will advice any serious persons that found themselves in this kind of problem to contact him now a fast solution without stress.. He always hello, now i call him my father. contact him now he is always online email odumejetemple@gmail.com or contact him on his whatsapp mobile line +2349012479806

    you can also contact me for more info about the DR here is my email. westvalary@gmail.com   

    ReplyDelete


  44. Am jeremiah, I am testifying about a great hebal man that cured my wife of hepatitis B and liver cirhosis. his name is Dr oniha. My wife was diagnose of hepatities two years ago, i almost spent all i had then, until i saw dr oniha recommendation online, and i call him, then he told me how to get the herb. You can call him on +2347089275769 or email him at dronihaspell@yahoo.com

    ReplyDelete
  45. Hi everyone I'm Mrs Katrina Bennett, My husband divorced me 2 years ago to live with another woman and i have tried have him back but i could not, so i try to do many things to get him back and he refuse to come back. One faithful Friday morning, I visit a forum for tips on how to get your Ex back and there i saw a lady testifying on how Dr.alusi helped her to get her husband back after he was tie down with a spell by another woman. Although I never believed in spiritual work I reluctantly tried him because I was desperate and i contact him and explain my problems to him, to my greatest surprise Dr.alusi helped me to bring back my husband after 5days and now my relationship is more perfect just as he promised. Getting your ex back permanently does not only bring back someone you love but it will also reunite your lovers feelings. My husband now treats me like a Queen and always says he loves me all the time. If you are passing through difficulties in your relationship, Doctor alusi can help solve marital problems, restore broken relationships and some other things.I can assure he's highly potent and reliable. Email him for urgent help [dr.alusistanley@gmail.com] or +2348146050373.

    ReplyDelete
  46. I need my ex lover back Contact: Drsikama@gmail.com and his result is 100% sure and guaranteed!.
    I got a divorce from my husband when I was six months pregnant with my second child. We had been arguing and quarreling nonstop since the day our first child was conceived, no love nor trust from him anymore so he divorced me. And all these whiles, I have been trying all different means to get him back, I also tried some different spell casters here in the United States, but none of them could bring Richard back to me. It was only Dr. sikama who guaranteed me an urgent 28 hours spell casting, and he assure me that my husband will be with me again. I am writing to offer my thanks and deep gratitude to you for keeping your promises, and for using your gifted and great powers to bring him back home. I was thrilled to know that you are specialized in reuniting Lovers. Thank you Sir, for helping me through the worst times of my life, for being such a great spell caster, and for giving me a love spell that has brought me so much joy in my marriage. My husband is back and promise never to leave me again. If you doubt his ability, trust me. You should take a chance. It pays off in ways you could never even imagine. If you are their right now and you need a powerful and urgent love spell to bring back your ex kindly contact Dr. sikama right now he is the only answer to restore your broken relationship or marriage. Here’s his contact: Email him at:drsikama@gmail.com ,Call/WhatsApp:+2348130725051

    ReplyDelete
  47. Kidney donor needed urgently at Apollo Hospital, we offer huge amount for one kidney only contact me via WhatsApp number: +918122208392 Email: apollohospitalkidneydep@gmail.com

    ReplyDelete
  48. When I found Dr. Paul I was in desperate need of bringing my ex lover back. He left me for another woman. It happened so fast and I had no say in the situation at all. He just dumped me after 3 years with no explanation. I contact Dr.Paul through his website and He told me me what i need to do before he can help me and i did what he told me to, after i provided what he wanted, he cast a love spell to help us get back together. Shortly after he did his spell, my boyfriend started texting me again and felt horrible for what he just put me through. He said that I was the most important person in his life and he knows that now. We moved in together and he was more open to me than before and then he started spending more time with me than before. Ever since Dr. Paul helped me, my partner is very stable, faithful and closer to me than before. I highly recommends Dr. Paul to anyone in need of help. Email: astoriashrine@ gmail com, Call him or add him on whatsapp via: +2349051441669

    ReplyDelete
  49. HOW DR SUNNY HELP ME TO FIX MY BROKEN MARRIAGE WITHIN 40 HOURS CONTACT DR SUNNY VIA EMAIL:  SOLUTIONCENTRE911@GMAIL.COM

    Hello my name is Martha Keith, Am here to testify of a great and powerful spell caster named Dr Sunny, I was so confused and devastated when my Husband left me for another woman. I needed him back desperately because I loved him so much. So I contacted this great love spell caster for help. He helped me cast a return love spell on my husband and just within 40hours my husband came back to me begging for my forgiveness. Dr Sunny released him to know how much I loved and wanted him back. And He also opened his eyes to picture how much love we have shared together. As I am writing this testimony right now I am the happiest woman on earth. I want to recommend this great spell caster to anyone that truly needs an urgent solution to a love break up Email him at {solutioncentre911@gmail.com}   or via his whats-app: +2348119181253 Also specialize in treating all kinds of illness, HERPES VIRUS, HEPATITIS B, CANCER, BRAIN DISEASE, INFERTILITY, DIABETES AND MORE.

    ReplyDelete
  50. Hello my name is Linda i want to share my amazing experience with the greatest spell caster Dr irekenagba. my husband was cheating on me and when i found out we had a fight which lead to him filling for a divorce i cried and fell sick when i was searching about love quotes online i saw people talking about him and his great work whose case was similar to mine they left his contact info i contacted him and he told me not to worry that after 24hrs he will cancel the divorce and be back to me after i did everything he asked me to do to my greatest surprise the next day evening it was my husband he knelt down begging me to accept him back,thank you once again Dr irekenagba you are indeed a blessing to me he can also help you contact him on........
    WhatsApp: +2347059630655
    email: doctorirekenagba@gmail.com

    ReplyDelete
  51. Hello my name is Linda i want to share my amazing experience with the greatest spell caster Dr irekenagba. my husband was cheating on me and when i found out we had a fight which lead to him filling for a divorce i cried and fell sick when i was searching about love quotes online i saw people talking about him and his great work whose case was similar to mine they left his contact info i contacted him and he told me not to worry that after 24hrs he will cancel the divorce and be back to me after i did everything he asked me to do to my greatest surprise the next day evening it was my husband he knelt down begging me to accept him back,thank you once again Dr irekenagba you are indeed a blessing to me he can also help you contact him on........
    WhatsApp: +2347059630655
    email: doctorirekenagba@gmail.com

    ReplyDelete
  52. My ex-husband and I had always managed to stay friendly after our divorce in February 2017. But I always wanted to get back together with him, All it took was a visit to this spell casters website last December, because my dream was to start a new year with my husband, and live happily with him.. This spell caster requested a specific love spell for me and my husband, and I accepted it. And this powerful spell caster began to work his magic. And 48 hours after this spell caster worked for me, my husband called me back for us to be together again, and he was remorseful for all his wrong deeds. My spell is working because guess what: My “husband” is back and we are making preparations on how to go to court and withdraw our divorce papers ASAP. This is nothing short of a miracle. Thank you Dr Emu for your powerful spells. Words are not enough. here is his Email: emutemple@gmail.com or call/text him on his WhatsApp +2347012841542

    He is also able to cast spell like 1: Lottery 2: Conceive 3: Breakup 4: Divorce 5: Cure for all kinds of disease and virus 

    ReplyDelete
  53. MOST POWERFUL AND HONEST POWERFUL LOVE SPELL CASTER DR JUMBA +1(908) 517 4108 . WEBSITE :  https://drjumbaspellhome.wordpress.com    
    I am here to share the wonderful work Dr. Jumba did for me. After 7 years in marriage with my husband with 2 kids, my husband started acting weird and going out with other ladies and showed me cold love, on several occasions he threatens to divorce me if I dare question him about his affair with other ladies, I was totally devastated and confused until a old friend of mine told me about a spell caster on the internet called Dr. Jumba who help people with relationship and marriage problem by the powers of love spells, at first I doubted if such thing ever exists but decided to give it a try, when I contact him, he helped me cast a love spell and within 48hours my husband came back to me and started apologizing, now he has stopped going out with other ladies and his with me for good and for real. Contact this great love spell caster for your relationship or marriage problem to be solved today via email: wiccalovespelltools@gmail.com or text him on WhatsApp messenger:  +19085174108

    ReplyDelete
  54. AM SANDRA FROM UNITED KINGDOM, THANKS TO DR ONIHA WHO HELP ME BRING MY HUSBAND BACK, MY HUSBAND LEFT ME WITH THREE KIDS, FOR ANOTHER YOUNG GIRL, FOR OVER TWO YEARS, I TRIED ALL I COULD TO SETTLED OUR DIFFRENCES, BUT IT YIELDED NO RESULT, I WAS THE ONE TAKING CARE OF THE CHILDREN ALONE, UNTIL ONE DAY, I CAME IN CONTACT WITH SOME ARTICLES ONLINE, CONTAINING HOW DR ONIHA HAS HELP SO MANY LOVERS AND FAMILY REUNION AND REUNIT AGAIN, AND I DECIDED TO CONTACT HIM, AND HE CAST HIS SPELL ON MY HUSBAND, WITHIN FIVE DAYS, MY HUSBAND RAN BACK HOME, AND WAS BEGGING ME AND THE KIDS FOR FORGIVENESS, IN CASE YOU ARE PASSING THROUGH SIMILAR PROBLEMS, AND YOU WANTS TO CONTACT DR ONIHA, YOU CAN REACH HIM VIA HIS CONTACT NUMBER, ON CALL OR WHATSAP +2347089275769 OR EMAIL DRONIHASPELL@YAHOO.COM

    ReplyDelete
  55. My husband and I have been married for over 10 years. We met when I was 18 and he was 21. We’ve been through a lot emotionally together. There were several HUGE fights and painful situations in our marriage, but we always seemed to come out stronger on the other side. Out of the blue my husband just sprung the divorce talk on me, I was totally depressed until I found Dr.Todd website online and I ordered for a Love spell. You won’t believe my husband called me at the exact time this spell caster finished his spell work in 48hrs. I was totally amazed! He is wonderful and his spells work so fast. His Email: manifestspellcast@ gmail. com manifestspellcast.wordpress.com

    ReplyDelete

  56. WHAT A MIRACLE...No one could have ever made me believe that the letter I’m writing  would actually one day be written. I was the world’s biggest skeptic. I never believed in magic spells or anything like this, but I was told by a reliable source (a very close co-worker)whom DR BALBOSA have helped in getting back her ex..she also told me that DR BALBOSA is a very dedicated, gifted, and talented person and also like a father to her...My name is Meyers Brown and I am from the USA... My love life was in shambles, I had been through two divorces and was on the brink of a third. I just couldn't face another divorce, and I wanted to try harder to make our relationship work, but my husband didn’t seem to care. and he broke up with me again. I was confused and did not know what to do again, so i got in contact with DR BALBOSA. He did a love spell that made my husband come back to me and this time my husband came back with so much love,It was one of the best things I have ever done i am the happiest woman on earth and I am filled with so much joy and happiness because my marriage is saved. we are now very much happy with ourselves. DR BALBOSA is for REAL and for good. He can also help you to fix your broken relationship. I had my husband back in just 48 hours! It was a miracle. we’re doing very well in our love life...if you have a similar issue don't hesitate to contact him on his  Email on: balbosasolutionhome@gmail.com And his Phone number and WhatsApp or call him: +2347048047728...GRATEFUL HEART

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  57. I want to thank of great Dr. Todd he brought my boyfriend back to me. i had seen many people to get him back but nothing, Dr. Todd gave me a consultation and told me all truth, and I trusted Dr. Todd and had him do the spells for me. it took awhile because it was very very messy between us. i had to wait for each spell to do its work. but once the last spell finally was working and the other spells had worked, that is when he called. we met. then it took many more meetings. but now we are back together and i can only thank Dr. Todd, he is the greatest, i will come to Dr. Todd for life. Todd took care of me like family. contact; manifest spell cast @gmail. com manifestspellcast.wordpress.com

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  58. This is my story of Grace. It took me so many thoughts to post this because I know I would be judged by those who know nothing about infertility. But after realizing that people are out there facing the same issues so I decided to publish my testimony without caring about me being judged or not. I am 41 year old, I got married to my husband at the age of 24 years. Unfortunately I was diagnosed with PCOS during my marriage. Due to being diagnosed as pre-diabetic I was given metformin. I was now coming in normal range and ovulating on my own. After putting a bit of pressure on, I was given clomid from May, 3 years ago. I got to my 4th round of clomid awaiting AF to start the 5th round. I had an appointment with a specialist and asked to start IVF if I don’t get pregnant till March last year. I did as i was told but still, there was no difference. This is my story of ups and downs on the road of infertility so far. Along with all these body issues which makes me come under the ‘infertile’ zone, women like me have to deal with criticism. Infertility is a lonely place and no one understands what it feels like, other than people who are going through it. Today I am a mother with a set of twins after contacting a spell caster called Dr Ozigidon whom I have heard so much about his unique powerful spell. With his powerful spell I was able to conceive and all medical problems disappeared. I am really obliged that I found some sites where I can write my heart out and not be judged. contact this wonderful spell caster for help if you wish.  drozigidonhenz.spell.net@gmail.com . Or Whatsapp +2349054750112. Infertility is a lonely world.

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  59. My Dear friends online, My name is Annisa Agung, And I live in Illinois USA, I have to give this miraculous testimony which is so unbelievable until now. I had a problem with my Ex husband 2 years ago, which led to our break up. I was not myself again, I felt so empty inside me, my love and financial situation became worse, until a close friend of mine told me about a spell caster who helped her in the same problem too. His name is Doctor OGEDEGBE. I whatsapp the spell caster and I told him my problem and I did what he asked of me, to cut the long story short. Before I knew what was happening, less than two days ago my husband gave me a call and told me that he was coming back to me. I was so happy to have him back to me. The most interesting part of the story is that I am pregnant. Thanks to Doctor OGEDEGBE  for saving my marriage and for also saving others' marriage too. Continue your good work, If you are interested to contact the great spell caster email address: dr.ogedegbe6@gmail. com or contact him on whatsapp +2348109374702.

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  60. I read testimonies and reviews about him so I contacted him immediately, explained my problems to him. Same day , he casted a spell for me and assured me for 2 days that my husband will return to me and to my greatest surprise the third day my husband came knocking on my door and begged for forgiveness. I am so happy that my love is back again and not only that, we are about to get married again, he proposed. I wouldn't stop talking about him. Contact him today if you need his help via email: emutemple@gmail.com and you will see that your problem will be solved without any delay. Website: https://emutemple.wordpress.com/ whatsapp number +2347012841542

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  61. I am so happy to share this fantastic testimony of mine. My life has changed completely in 48hours. I can see myself in the mirror and smile. I have confidence in myself and my abilities for the first time in ages. I have my husband back in my life with the help of Dr Oniha. He said sorry after 24hours, after the spell was created. He said he realized that he never really wanted to break up; he could not handle the emotional baggage I was carrying around all the time. He said that he thought he was the negative influence in my life and thought it best to leave. He said it was hard that I kept talking about the past all the time. We have both forgiven each other. I have money in my pocket that is my own at last. (My compensation cheque came through and I was told it was months away. I am living proof of what Dr Oniha can do. I thank you so much Dr Oniha for the wonderful thing you did in my marriage. I am so happy now. With your help we were both able to see and speak the truth to each other. I never thought a spell could help a couple before I am very pleased to contact you and initiate all this to happen. Anyone who has a relationship problem can contact Dr Oniha.
    Email: onihaspelltemple@gmail.com
    Call/Whatsapp number: +16692213962
    Website: http://onihaspells.com

    ReplyDelete
  62. DR JOHN SOCO is simply the best spell caster and helper. My name is Precious Kurlan, Out of respect for you and your spells I must make this testimony know to all. I've been to other spell casters without seeing any result.I just wished I came to you earlier, i got the best from you. My ex husband was gone for a year and I went everywhere and other spell casters for help but no result until my friend introduce me to Dr John Soco After the Love Spell was done, I finally got a calls from him in 24 hours like DR JOHN SOCO assured me. His spells worked wonders and my husband is back with full of love. It's a miracle! He suddenly came back with flowers saying that i should forgive him, i was truly flabbergasted and shocked when my husband kneel down begging for forgiveness and for me to accept him back. I'm really short of words and joyful, you are a God sent to me and my entire family. And now i am a joyful woman once again. Thank you so much Dr John Soco To everyone who is looking for a real spell caster should contact DR John Soco On: Drjohnsoco@gmail.com You can also Whatsapp him on +1 (706) 871-4571 .

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  63. After 8 years in marriage with my husband with 1 kid, my husband started acting weird and going out with other ladies and showed me cold love, on several occasions he threatens to divorce me if I dare question him about his affair with other ladies, I was totally devastated and confused until a old friend of mine told me about a spell caster on the internet called DR JOHN SOCO who help people with relationship and marriage problem by the powers of love spells, at first I doubted if such thing ever exists but decided to give it a try, when I contact him, he helped me cast a love spell and within 48 hours my husband came back to me and started apologizing, now he has stopped going out with other ladies and his with me for good and for real. Contact this great love spell caster for your relationship or marriage problem to be solved today via: Drjohnsoco @ gmail. com or directly WhatsApp +1 706 871 4571 .

    ReplyDelete
  64. I want you all to join me to thank the great man that help me to restoring my relationship with my husband who dump me for another Girl for 3 months, at first i never believed Dr. Twaha, will be able to help me win him back from this other Girl because i still love him and i need him back in my life, i worked and follow his instruction and it surprises me that after working with him, my husband called me and ask me to forgive and forget the past that he still love me and that was how my husband came back for good. So with this great work done for me by Dr. Twaha  Email him drlregbeyen10000gmail.com i promise to always share his good work to the whole wide world and if any body is out there passing through any relationship difficulties should kindly contact him via email: (drlregbeyen10000@gmail.com), or  Whatsapp him +2349038518881 once again thank you

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  65. I am so happy investing with Carlos Trading Signal.. He has really helped after I lost my job. I started investing as little as $200 and now I earn over $2,500 weekly. So happy you can contact him on his Email: carlose78910@gmail.com
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  66. I am so happy to share this fantastic testimony of mine. My life has changed round completely in 48hours. I can see myself in the mirror and smile. I have confidence in myself and my abilities for the first time in ages. I have my boyfriend back in my life with the help of Dr Oniha. He said sorry a 24hours after the spell was created. He said he realised that he never really wanted to break up he could not handle emotional baggage I was carrying around all the time. He said that he thought he was the negative influence on my life and thought it best to leave. He said it was hard that I kept talking about the past all the time. We have both forgiven each other. I have money in my pocket that is my own at last. (My compensation cheque came through I was told it was months away. I am living proof of what Dr Oniha can do. I thank you so much Dr Oniha for the wonderful thing you did in my relationship. I am so happy now. With your help we were both able to see and speak the truth to each other. I never thought a spell could help a couple before I am very pleased contacted you and initiated all this to happen. Anyone who have a relationship problem can contact Dr Oniha.
    EMAIL:ONIHASPELLTEMPLE@GMAIL.COM
    WEBSITE http://onihaspells.com
    Call/Whatsapp number: +16692213962

    ReplyDelete
  67. I am so happy that I made the right decision when I turned to Dr. Osasco, who helped me get my ex back by casting a love spell on him. One of the best decisions I've ever made was to contact Dr. Osasco to help me get my lover back. I was a life full of happiness after contacting Dr. Osasco, because not only did he not bring me his lover, but he also fell in love with himself more unique and excellent. If you need to spice up your relationship with more love and attention, contact Dr. Osasco on his email address [ osascotemple@gmail.com ] and be happy, just like me, thanks to Dr. Osasco for your great work.

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  71. My Marriage restoration journey started 6 days ago when my Wife of 20
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