Why Vizioneer?

My photo
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 :)

Friday, March 20, 2015

Wheels within Wheels: The History of Marvel Comics (Guest Post)

Hello everyone, I’m Chris Toomey.  I work with Nelson at Slalom and he has kindly let me borrow his blog for the day.  If you haven’t guessed already, this post is my entry into the Wiki Data Contest


For those of you who don’t know (or maybe forgot) – every year Tableau hosts a series of themed competitions to select competitors to the Iron Viz Championship.  The first is all about finding data on Wikipedia and make a viz out of it.  I’ve been reading comics since I was 10 and thought it would be cool to chart the History of Marvel Comics.  

Sources and Inspiration

In developing this viz, I came to appreciate how just how much Tableau’s technical depth supports the creative process.  There were many sources of inspiration, both technical and creative, and their work deserves mention. 

Jonathan Hickman – Writer for the Avengers and mastermind behind Marvel’s upcoming “Secret Wars” event.  His visual style is fantastic, and his storytelling is even better.  A primary theme in his work is the notion of circularity – think concentric circles and time travel.  If you decide to open up his Avengers #1, this is one of the first things you will see:



Jer Thorp – Co-founder of the Office for Creative Research, former NYU professor, and from 2010-2012, the Data Artist in Residence at the New York Times.  In 2012, he published a visual history of the Avengers, a selection of which can be seen below.  If you want to see master work in data visualization, read his stuff.



Bora Beran – Program Manager at Tableau, where he focuses on statistics and calculation features, query generation and technical partnerships.  Bora’s post on radial treemaps was what gave me the confidence that I could take what I’d seen in the work of Hickman and Thorp and translate it to Tableau.

There is also much more Marvel-related background, but you’ll need to explore the viz to find it! 

Getting the Data

While the specifics of the competition make it appear that you can simply CTRL-C + CTRL-V your way to a fabulous Wikipedia data set, the reality is much more cumbersome.  After working the design basics out in my handy notebook (paper still has its uses!), I knew exactly what kind of data I wanted.  This meant that I had to manually cut, paste, clean, and format the data.  It may not have been the most elegant solution, but it gave me the exact data structure that I needed to start. 

Once I had all my data, it still needed some polish so I turned to Alteryx.  In Alteryx I was able to shape, sort, aggregate, join, and union my way to a Tableau-usable dataset, without the pain of doing it all in Excel.  In a few instances I needed subsets of the data to serve as inputs or lookups.  Instead of writing that data out once, and bringing it back in as a full input, I kept it all inside the tool (which is why you see two sets of text inputs).  


Here’s how that trick works: insert a Browse tool into the workflow where you want to pull out data.  Once the workflow has run, open the Browse window and click the
icon in the top right and select “All Data with Headers.”  Then right-click anywhere in the workflow and select “Paste”.  The data will now be a Text Input and keeps everything self-contained. 

Design Notes and Community Musings

I knew that circles were going to be the dominant part of my viz, so I needed to brush up on my trigonometry.  To do so I spent some time dissecting Steven Carter’s wonderful Adoption Gap visualization, and playing around on the Desmos Graphing Calculator.  Desmos is a wonderful tool for writing and comparing any type of function.  Simply start typing and it will do the equation formatting for you, hit Enter and you’ve got a graph.  Very handy for benchmarking equations, particularly SIN and COS.

Once I had my basic math down, I visited Bora Beran’s radial treemap post.  The third of his three examples shows a radial bar chart - which I knew was the basic model I wanted for my viz. 
 I first replicated his design using my data – his methods require using a data densification trick that relies on binning and unions.  It’s handy and got me most of the way there.  I just needed each bar (representing a character/team pair) to be offset by the number of months from time zero that they joined their respective team.  I’d like to say that I came up with a magic trig method to do this – but it simply came down to changing or adding one variable at a time and seeing what happened.  Desmos was particular helpful here as I could make multiple equations and compare then quickly. 

Here’s the solution: Inside of the SIN/COS functions, I added the following: 

RUNNING_AVG(SUM([DiffFromStart])) * WINDOW_max(1.85*PI()))  

DiffFromStart is a field I calculated in Alteryx that does a DateDiff from each characters JoinDate and the first date in the dataset.  I’m calculating it at the team+character level, SUM(DiffFromStart) is the same as the unaggregated value.  I wrapped it in a RUNNING_AVG to account for densification – I didn’t want that value to change just because Tableau created new points. Finally, the WINDOW_MAX represents the amount of the circle I’m actually playing with.  The result is that I can push the polygon around the circle and keep it aligned properly. 

It is important to note that with the introduction of the “Spin the Wheel” filter, which operates before all the Table Calculations, this introduces some odd variations in arc length and position.  The values don’t change, but they move around in unexpected ways – which makes all the interactions all the more fun, you simply don’t know what’s coming!

Final Polish

The last thing I needed to do was finalize the formatting. A black background gives the colors the most pop, and I used Tableau 9’s handy hex color values to create consistent palettes.  The final piece was fonts – I spent so much time on the viz that I didn’t want to be undone by unreadable text.  Here’s the links to the best Tableau font resources I could find:

There are a number of other tricks to get the tooltips to function the way I wanted, but I’ll spare you the details and let you all pull things apart.

That’s it! Thanks to Nelson for loaning me his space, and thanks to you all for taking the time to read and interact with my work – I hope you enjoy using it as much as I enjoyed building it.
I’m active on Twitter, but the link to my LinkedIn page is on my Tableau Public profile – so feel free to reach out with comments, questions, or if you just want to talk comics.  I’m also at all the Seattle Tableau User Group events, and will be at TC15 in October.  

48 comments:

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  20. Hi, I've been searching for help on how to get my ex lover back that broke up with me 2 years ago.. I was traumatized by the break up and nearly wanted to commit suicide but I thank God that I got the contact of LORD ZAKUZA the spiritual father that helped me to get back my ex lover after much searching of help from different places. When I got in touch with LORD ZAKUZA, I explained everything to him to he gave me his words of encouragement and told me that he was going to prepare a spell for me that will help me get back my ex lover within 48 hours and I believed in his words for I was referred to him by a friend who he helped and right now, my ex lover is back and we are living happily together to get married next month. If you need any assistance whatsoever like getting cured from sickness, getting pregnant E.T.C. Then, I suggest that you get in touch with LORD ZAKUZA now through his WhatsApp him on + 1 (740) 573–9483 or Email: lordzakuza7@gmail.com I'm forever grateful to you.

    ReplyDelete
  21. Lord Bubuza helped me got my girlfriend back after 7 years of breakup. My Ex left me and blocked me on all social media platforms, I was heart broken so I spoke to my friend about it and he told me how lord Bubuza help cancelled his divorce with his spell so I contacted lord Bubuza on WhatsApp: +1 505 569 0396 and told him my problem and he promise to help me with his spell. It was a great shock to me because 16 hours after lord Bubuza finish casting his spell, my girlfriend unblock me and was begging me to forgive and accept her back. Don't give up on your partner because there is a God on Earth that solve problems with his spell and he is Lord Bubuza. Contact him via WhatsApp: +1 505 569 0396 of via e-mail: lordbubuzamiraclework@hotmail.com

    ReplyDelete
  22. Have you heard of Lord Bubuza? This man is a genius, he can do anything with his miraculous spell. My boyfriend was abusive and was a cheat, I love him so much and didn't want to loose him to another so I started searching for help online when I came across testimonies of people thanking and praising Lord Bubuza for his help so I contact him immediately, I told him my situation and he promised to help me. I did just as he instructed me and everything about my boyfriend cheating habit and abusive behavior changed for better, he is so lovely and caring now. I'm so proud of Lord Bubuza. Do you have problem with your relationship?? Contact him for help via WhatsApp::: +1 505 569 0396 of via e-mail: lordbubuzamiraclework@hotmail.com

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  23. Contacting lord Bubuza is the greatest thing that has ever happened to my marriage, my marriage wasn't working, people advised me to divorce my husband because he was a chronic cheat and a drunk, it was a very terrible situation living together with a drunk and a cheating husband, all I wanted was a change so I contacted lord Bubuza for help via WhatsApp: +1 505 569 0396. He promised to reunite my husband and I with his spell, he told me what to do which I did immediately and today I am celebrating because my husband has totally stop drinking and cheating. Contact him for help via WhatsApp: +1 505 569 0396 of via e-mail: lordbubuzamiraclework@hotmail.com

    ReplyDelete
  24. I want to testify to the glory of Lord Masuka, the spell caster that helped me restored my marriage. It all started when my husband came back home acting weird for no reason, I tried to find out what was going on but he refused talking to me for days, he woke up one morning and say to me that he needs a break and he left without any clue where he's going, I was so shocked and devastated because I have done nothing wrong to him other than being a supporting wife, I cried all day, one fateful evening I saw series of comments on how Lord Masuka had restored collapsed marriages, so I decided to give him a try. He assured me that all hope are not lost yet, I followed the instructions he gave me and to my greatest surprise my husband who had left me for months without a call came to my work place and begged for forgiveness, now we are happy family because of Lord Masuka. To as many of you having issues in your relationship, marriages Lord Masuka is the answer to your problem, contact him today via email lordmasukaspelltemple@hotmail.com or WhatsApp him +1(234)-307-0752. You can also visit his website for more info https://lordmasukaspelltem3.wixsite.com/masuka?

    ReplyDelete
  25. I want to testify to the glory of Lord Masuka, the spell caster that helped me restored my marriage. It all started when my husband came back home acting weird for no reason, I tried to find out what was going on but he refused talking to me for days, he woke up one morning and say to me that he needs a break and he left without any clue where he's going, I was so shocked and devastated because I have done nothing wrong to him other than being a supporting wife, I cried all day, one fateful evening I saw series of comments on how Lord Masuka had restored collapsed marriages, so I decided to give him a try. He assured me that all hope are not lost yet, I followed the instructions he gave me and to my greatest surprise my husband who had left me for months without a call came to my work place and begged for forgiveness, now we are happy family because of Lord Masuka. To as many of you having issues in your relationship, marriages Lord Masuka is the answer to your problem, contact him today via email lordmasukaspelltemple@hotmail.com or WhatsApp him +1(234)-307-0752. You can also visit his website for more info https://lordmasukaspelltem3.wixsite.com/masuka?

    ReplyDelete
  26. I was married for 16 years to a loving mother and wife. We had 2 children together who are now 11 & 13. I reconnected with an old girlfriend from college on Facebook and we began an affair and I left my wife. The woman I had an affair with is a wonderful woman and I love her too and our kids had begun accepting the situation and my wife has kind of moved on, but not in love with the man she is seeing. I thought I fell out of love with my wife and I felt terrible about what I did to her - she is a good woman and I don't know what came over me. I decided to try and get her back and I was recommended to Lord Zakuza for help to get reunited with my wife and within 48 hours after I made contact with Lord Zakuza my wife decided to work things out with me and now we are back together with our children living as one happy family. I really don't know the words to use in appreciation of what Lord Zakuza did for me but I will say thank you sir for reuniting I and my family back. For those in trying times with their marriages or relationship can browse through his website via: https: lordzakuzaspells.com or WhatsApp Lord Zakuza for help or text with this number +1 740 573 9483 or you can send him an email to Lordzakuza7 @gmail. com

    ReplyDelete
  27. BEST URGENT EFFECTIVE LOVE SPELL TO GET YOUR EX/HUSBAND/WIFE BACK FAST AND TO SAVE YOUR MARRIAGE NOW CONTACT LORD ZULU ON WHATSAPP DIRECTLY +1 (424) 361 7554

    +1 (424) 361 7554 Hi everyone I’m here to testify of a great and powerful spell caster called Lord Zulu I was so confused and devastated when my husband left me without word, I needed him back desperately because I loved him so much. So a friend of mine introduced me to this powerful spell caster who had helped her in getting her lover back, so I contacted him and he promised that in less than 72 hours he will come back to me. After I did all he asked, to my greatest surprise my husband who had refused to speak with me came to my house and asked for forgiveness for all he had made me go through and now we are living happily together, if you have any relationship problem I will advise you contact him for your testimonies. Below are his contact details. Contact him on.

    EMAIL:Allsupremepowersolutionhome@gmail.com

    WhatsApp OR Call:+1 (424) 361 7554

    Link:mywa.link/lordzulu

    ReplyDelete
  28. BEST URGENT EFFECTIVE LOVE SPELL TO GET YOUR EX/HUSBAND/WIFE BACK FAST AND TO SAVE YOUR MARRIAGE NOW CONTACT LORD ZULU ON WHATSAPP DIRECTLY +1 (424) 361 7554

    +1 (424) 361 7554 Hi everyone I’m here to testify of a great and powerful spell caster called Lord Zulu I was so confused and devastated when my husband left me without word, I needed him back desperately because I loved him so much. So a friend of mine introduced me to this powerful spell caster who had helped her in getting her lover back, so I contacted him and he promised that in less than 72 hours he will come back to me. After I did all he asked, to my greatest surprise my husband who had refused to speak with me came to my house and asked for forgiveness for all he had made me go through and now we are living happily together, if you have any relationship problem I will advise you contact him for your testimonies. Below are his contact details. Contact him on.

    EMAIL:Allsupremepowersolutionhome@gmail.com

    WhatsApp OR Call:+1 (424) 361 7554

    Link:mywa.link/lordzulu

    ReplyDelete
  29. 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 the Dr.Todd website online and I ordered a Love spell. You won’t believe my husband called me at the exact time this spell caster finished his spell work in 24hours. I was totally amazed! He is wonderful and his spells work so fast. His contact: manifestspellcast@gmail.com https://manifestspellcast.wordpress.com

    ReplyDelete

  30. Just wanted to thank you and let you know how much you have helped me.  I followed the the spell you did for me after a very bitter breakup of a two-year plus relationship (my first since my divorce from a 21-year marriage).  It started out being one of the most difficult things I have ever attempted in my life and after the initial two weeks I started feeling stronger each day and better about myself.  My ex husband sent me an apology email three weeks in ...By now, I had the strength to actually "sleep on it" and sent him a response the next day...within seconds he called me and asked to see me and was crying because he was glad I was talking to him.  We are starting out very slowly again as as will use to be with so much love again (which is difficult for me since I am still deeply  in love with him). is is a long distance relationship and your spell still worked!!  I am so happy to have him in my life again. If are the same problem and  you need his help to get you ex lover back with so much love you can reach Dr. Magbu on his email Reunitingexspell@gmail.com  WHATSAPP; +2348139424847

    ReplyDelete
  31. I can’t believe that with just a contact to Dr. Todd, I got my ex husband back. I had read some stuff about Manifest Temple before i contacted him but i didn’t know that all those stuff were so accurate until i got my husband back, After getting my ex husband back i taught it wise to share my testimony with everyone on this website that how Dr. Todd was able to get my husband back with his powerful reunion love spell. That rebuild my broken marriage. All my hope has been fully restored and am happy to share my experience to everyone. Do feel free to Contact Dr. Todd via email if having any challenge with marriage or relationship at: (manifestspellcast@gmail.com https://manifestspellcast.wordpress.com https://youtube.com/channel/UCNezAFQL1OAZbESTOsTfp_g https://www.facebook.com/Manifest-Spell-Cast-102179992108255) I so much believe he can also help out with his power.

    ReplyDelete
  32. Good day friends. The truth is that GREAT MOTHER IS REAL AND UNIQUELY POWERFUL. Contact the Great Mother today and she will help you. when my husband left me for another woman, i thought that was the end but i contacted many spell casters but there was no positive responses and everything seemed not to be working and i was losing my mind until my cousin told me about the GREAT MOTHER who also helped her to bring back her man and also helped her to cure her herpes disease. I gave it a try and i contacted the Great Mother on her Website and i saw various testimonies about her on her good works how she has helped a lot of people. I explained my problems to her. she laughed and told me that, everything will be okay again and that she will help me bring back my man in 3 days time. I actually thought that it was a joke but since i had no other options, i gave it a try and i did what she instructed me do and to my greatest surprise, my man came back to me begging in 3 days time just as she told me. Contact the Great Mother now on her website:   https://Ourgreatmother1.blogspot.com   and you can also reach her on her email: Greatmotherofsolutiontemple1@gmail.com  or you can equally contact her on her whatsapp number: +17025514367

    Good day friends. The truth is that GREAT MOTHER IS REAL AND UNIQUELY POWERFUL. Contact the Great Mother today and she will help you. when my husband left me for another woman, i thought that was the end but i contacted many spell casters but there was no positive responses and everything seemed not to be working and i was losing my mind until my cousin told me about the GREAT MOTHER who also helped her to bring back her man and also helped her to cure her herpes disease. I gave it a try and i contacted the Great Mother on her Website and i saw various testimonies about her on her good works how she has helped a lot of people. I explained my problems to her. she laughed and told me that, everything will be okay again and that she will help me bring back my man in 3 days time. I actually thought that it was a joke but since i had no other options, i gave it a try and i did what she instructed me do and to my greatest surprise, my man came back to me begging in 3 days time just as she told me. Contact the Great Mother now on her website:   https://Ourgreatmother1.blogspot.com   and you can also reach her on her email: Greatmotherofsolutiontemple1@gmail.com  or you can equally contact her on her whatsapp number: +17025514367

    ReplyDelete
  33. I am so proud and happy to be out here sharing this remarkable, awesome and extraordinary review of your good work Dr. Todd. I just can’t believe this now my ex Husband is really back to me, on his knees presenting a ruby rose begging me to take him back and he was feeling regretful and sorry for leaving me and for causing me pains after the divorce which occurred last year. And this whole miracle happened after i ordered an urgent 72 hours of Dr. Todd powerful spell which he cast on me and my husband. Sir I am the happiest woman today in this whole world. Its a miracle and everlasting pleasure and cheerfulness for me and my family today.. I am so happy now and i don’t know how much to convey my thankfulness and appreciation to you sir. And to the whole world, contact him if you need urgent help now because its guaranteed that he will help you. ”Dr. Todd the online spell caster” to see more review of his article. From your indebted and heartwarming. E-mail: manifestspellcast@gmail.com https://manifestspellcast.wordpress.com https://youtube.com/channel/UCNezAFQL1OAZbESTOsTfp_g
    https://www.facebook.com/Manifest-Spell-Cast-102179992108255

    ReplyDelete
  34. Getting pregnant is not as difficult as we all think, I wasn't able to have my own baby for over the years I was married, I got so depressed because I saw myself crashing everyday. i visited different doctors just known what the problem is and i got a result that i was having ovarian cysts and i will not be able to have a child again, it really got to me and i met a friend of mine whom i talked to about my problems and she introduced me to DR ORIANE. 
    I spoke with him and he encouraged me not to worry about anything that everything was gonna be fine , I doubted DR ORIANE at first but I decided to go with what I believed. I got his product and he directed me on how to use it. Today i can categorically say that i am a happy mother of two children and i have a good family now . MY story is not just like any other story, I went through a lot of hell and DR ORIANE made me smile again with his Herbs.
    I know there are a lot of women out there around the world seeking for solution to get pregnant and that is why I had to share this story of mine to you all. contact DR ORIANE for your infertility issues or Fibroid cure on droriane6@gmail.com or contact him via his business line on whats App +2349031652461, i hope this message gets to you all, Have a nice day    

    ReplyDelete
  35. How I Got My Husband back... Am so excited to share my testimony of a spell caster who brought my husband back to me. My husband and I have been married for about 6 years now. We were happily married with two kids, a boy and a girl. 3 months ago, I started to notice some strange behavior 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 cared 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 Dr.Odu adebayo can help solve marital problems, restore broken relationships and so on. So, I felt I should give him a try. I contacted(WhatsApp) him and told him my problems and he told me what to do and I did it and he did a spell for me. 48 hours later, my husband came to me and apologized for the wrongs he did and promised never to do it again. Ever since then, everything has returned back to normal. My family are living together happily again.. All thanks to Dr.odu adebayo If you have any problem contact him and I guarantee you that he will help you. He will not disappoint you. you can WhatsApp him(+2347055287754)or Email him at : poweroflovespell@gmail.com.

    ReplyDelete
  36. After being in relationship with Wilson for seven years,he broke up with me, I did everything possible to bring him back but all was in vain, I wanted him back so much because of the love I have for him, I begged him with everything, I made promises but he refused. I explained my problem to someone online and she suggested that I should contact a spell caster that could help me cast a spell to bring him back but I am the type that don’t believed in spell, I had no choice than to try it, I meant a spell caster called Dr Zuma zuk and I email him, and he told me there was no problem that everything will be okay before three days, that my ex will return to me before three days, he cast the spell and surprisingly in the second day, it was around 4pm. My ex called me, I was so surprised, I answered the call and all he said was that he was so sorry for everything that happened, that he wanted me to return to him, that he loves me so much. I was so happy and went to him, that was how we started living together happily again. Since then, I have made promise that anybody I know that have a relationship problem, I would be of help to such person by referring him or her to the only real and powerful spell caster who helped me with my own problem and who is different from all the fake ones out there. Anybody could need the help of the spell caster, his email: spiritualherbalisthealing@gmail.com or WhatsApp him +15068001647 blog: spiritualherbal.blogspot.com you can email him if you need his assistance in your relationship or anything. CONTACT HIM NOW FOR SOLUTION TO ALL YOUR PROBLEMS

    ReplyDelete
  37. To everyone out there who thinks love spells don't work, I’m here to tell you that Lord Zakuza love spell is the best and most powerful.. I am a wealthy man who has lots of assets and possessions but I have difficulty with women. Whenever I try to settle down with any, we end up breaking up and I had no idea of why I was going through such an experience in my relationship. It was so worrying that I couldn’t be myself anymore and I started searching for help everywhere even at my place of work. I was going through my work activities online and I came across a testimony of a lady called ( Febe Anouk ) regarding how Lord Zakuza helped her to restore her relationship with his love spell, I had to give it a try because I needed my Ex lover back that I love so much. I visited Lord Zakuza website online and I told him everything I was going through. Lord Zakuza consoled me and promised to help me out with my situation by preparing a love spell for me. I followed the instructions given by him to me and within 48 hours, my Ex lover came looking for me and pleaded for forgiveness. Since I came in contact with Lord Zakuza, things have changed for good in my life and right now, I am married with two beautiful kids and my home is blessed. All thanks to Lord Zakuza I am forever thankful to you. Visit his website for any help via lordzakuzaspells.com or WhatsApp him on +1 740-573-9483. Try him and your life will be blessed.

    ReplyDelete
  38. Hi everyone, my name is Abbie Moore, am from the United States . I want to share my wonderful testimony on how I got back my husband back, who I sworn ever to be with until when he left me to another woman for no reason and I try to make things work for both of us yet things where getting worse and I love him so much and there is nothing I could do to get my husband back until I saw a testimony share by a woman called Lauren from Australia on the internet talking about a powerful spell caster called DR. WALE, who brought her husband back within 24hours, so I decide to give it a try and to my greatest surprise he also did it for me just as he did for Lauren and I have a lot of people complaining of fake spell caster but this one I met was a real spell caster who help me to solve my problem I have no solution to, I introduce many of my best friends that have a similar problems, and their problem were solve with the great help of DR. WALE, who help them to get back their lovers within 24 hours. I am so happy that my husband is back to me again, and the most surprising thing is that our love is very strong, every day is happiness and joy. and there is nothing like been with the man you love. I am so happy my love is back to me with the help of DR. WALE. if you have similar problem I will advice you to contact him, he is there to help you and put a smile on your face as he did to me and others you can also WhatsApp him +1(978) 406-9575 or Email him at : everlastingspellcast@gmail.com or view his website for more review https://everlastingspellcaster.website2.me/contact

    ReplyDelete
  39. OMG this is awesome, very interesting article. I can imagine the energy and time you have invested on this powerful combination of words. Many articles I come across these days do not really dive this deep to make it clear to audience as you did. But believe me the way you interact is literally 100% perfect. I will instantly grab your rss feed to stay informed of any updates you make on your blog, as well take the advantage to inform those who have their biometric information registered under any CRIMINAL DATABASE ON HOW TO CLEAR IT LEGALLY with the new laws which many are ignorant of right now.

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    ReplyDelete
  40. To anyone out there who thinks love spells don't work, I’m here to tell you that Lord Zakuza love spell is the best and most powerful. I am a wealthy man who has lots of assets and possessions but I have difficulty with women. Whenever I try to settle down with any, we end up breaking up and I had no idea of why I was going through such an experience in my relationship. It was so worrying that I couldn’t be myself anymore and I started searching for help everywhere even at my place of work. I was going through my work activities online and I came across a testimony of a lady called ( Febe Anouk ) regarding how Lord Zakuza helped her to restore her relationship with his love spell, I had to give it a try because I needed my Ex lover back that I love so much. I visited Lord Zakuza website online and I told him everything I was going through. Lord Zakuza consoled me and promised to help me out with my situation by preparing a love spell for me. I followed the instructions given by him to me and within 48 hours, my Ex lover came looking for me and pleaded for forgiveness. Since I came in contact with Lord Zakuza, things have changed for good in my life and right now, I am married with two beautiful kids and my home is blessed. All thanks to Lord Zakuza I am forever thankful to you. Visit his website for any help via lordzakuzaspells.com or WhatsApp him on +1 740-573-9483. Try him and your life will be blessed.

    ReplyDelete