I Know Where You Were Last Summer: London's public bike data is telling everyone where you've been

This article is about a publicly available dataset of bicycle journey data that contains enough information to track the movements of individual cyclists across London, for a six month period just over a year ago.

I'll also explore how this dataset could be linked with other datasets to identify the actual people who made each of these journeys, and the privacy concerns this kind of linking raises.

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It probably won't surprise you to learn that there is a publicly available Transport For London dataset that contains records of bike journeys for London's bicycle hire scheme. What may surprise you is that this record includes unique customer identifiers, as well as the location and date/time for the start and end of each journey. The public dataset currently covers a period of six months between 2012 and 2013.

What are the consequences of this? It means that someone who has access to the data can extract and analyse the journeys made by individual cyclists within London during that time, and with a little effort, it's possible to find the actual people who have made the journeys. 

To show what's possible with this data, I built an interactive map to vizualize a handful of selected profiles.

Please note: the purpose of this article is to expose the risks that can come with open datasets. However I've held off from actually trying to find the people behind this data, mostly because of the privacy concerns but also because (thankfully) it requires a fair bit of effort to actually identify individuals from the data...

Below, you'll find a map of all journeys made by one specific cyclist (commuter X), selected because they're one of the top users of a familiar bicycle hire station near where I work:

Bike journeys map - commuter X [interactive version]


Each line represents a particular journey, the size of the line showing the number of times that journey was made. The size of the circle represents the number of different destinations that the cyclist has travelled to and from that bike station. Purple lines indicate there were journeys in both directions, while orange lines (with arrows) indicate journeys that were one-way only.

Bigger, therefore, implies the route or station has greater significance for the person.

NOTE: if you think you might be this person, and you're unhappy having your personal journey data here, please contact me and I will remove the offending map. Then contact TFL (as I have) and tell them to remove customer record numbers from the data.

So what can we tell about this person?

First impressions suggests that they probably live near Limehouse, work in Kings Cross, and have friends or family in the Bethnal Green / Mile End areas of London. This story is strengthened if we filter down to journeys made between 4.00am and 10.00am:

Commuter X - morning journeys [interactive version]


We can see that this person only travels to Kings Cross in the morning, when departing from the Limehouse area or from Bethnal Green. So a morning commute from home, and/or a partner's abode? Applying a similar filter for the afternoon and evening shows return journeys, so the commuting hypothesis becomes stronger still.

Like me, you're probably starting to feel a bit uncomfortable at this point - after all I'm putting a story to this person's data, and it's starting to sound quite personal.

What's more interesting (and worrying) is that:

  1. I'm not really trying very hard, and a deeper inspection of dates, times, locations etc. can reveal far more detail
  2. There's enough here to start thinking about putting a name to the data.

All that's needed to work out who this profile belongs to is one bit of connecting information.

A Foursquare check-in could be connected to a bike journey, though it would be difficult to connect it to the cycle scheme. More likely would be a time-stamped Facebook comment or tweet, saying that the Kings Cross boris bike station is full. Or a geo-coded Flickr photograph, showing someone riding one of the bikes...

Any seemingly innocuous personal signal would be enough to get a detailed record for someone's life in London ... travelling to work, meeting up with friends, secret trysts, drug deals - details of any of these supposedly private aspects of our lives can be exposed.

Here's another profile, chosen because of the volume of journeys made:


Complex bike journey map [interactive version]


Hopefully you can see the richness of the information that is available in the TFL dataset. Every connection on the map represents something of significance to the cyclist, each bike station has some meaning. As well as being a digital fingerprint that can be linked to personally identifiable information, the journey data is a window on this person's life.

--

On a final note, I'd like to point out that there are positives to releasing such data, which can be seen (for example) in the following map:

Commuter destinations around Victoria [interactive version]


The above map shows commuter journeys from a bike station near embankment to various stations around Victoria. These are journeys made between approximately 4.00pm and 5.30pm - so return commutes from work, presumably followed by a train journey from Victoria southwards. Here, there is one point of departure but three destinations, probably because Victoria Rail Station is a major transport hub, so the bike stations nearby will be popular and may often fill up.

The point is that there are benign insights that can be made by looking at individual profiles - but the question remains whether these kind of insights justify the risks to privacy that come with releasing journey data that can be associated with individual profiles.

Credits

Leaflet.js - web mapping library
Cloudmade - map tiles
Transport For London - datasets of Boris Bike data



Comments

  1. Um, what? The dataset contains a Bike ID, not a customer ID. You are tracking bikes not individual customers.

    ReplyDelete
    Replies
    1. I think Siddle's point is that given enough overlapping data, it might be possible to identify certain bike users. He mentions, for instance, time-stamped and geo-coded photos.

      Delete
    2. The actual bike data that you download from the TFL website contains customer record numbers - the maps really are showing profiles for people.

      It may of course be a mistake, and I've tried telling this to TFL. In the meantime, it's possible for someone to download and analyse your movements - if they can identify your profile.

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  2. Really good work James. Now if you can overlay ''twitter'' locations facebook updates you can open a dot.com and be bought out in 5 years for a Billion dollars. GCHQ and the NSA are hiring as well.

    ReplyDelete
  3. Indeed, though a billion dollars seems a bit low IMO.

    ReplyDelete
  4. This is a really interesting analysis JS. The Open Data and Privacy project (of OKF+ORG) is raising similar questions of whether privacy risks are being sufficiently managed if individuals can make the sorts of inferences from open datasets such as you have done here. We propose to outline some basic guideline which data publishers must follow in order to ensure such privacy lapses are minimized. Follow us on Twitter to stay updated @OpenDataPrivacy

    ReplyDelete
  5. I just downloaded the dataset. Bunch of xlsx spreadsheets, and I see the "Unique ID/Customer Record Number" field in there. It's not shown on the list of fields on this doc site. I'm reliably informed (by Ollie Obrien, creator of this awesome bikeshare map), that this field wasn't in earlier versions of the dataset. Maybe they've added it by mistake.

    I wouldn't say it's a disastrous breach of privacy. As I tried to imagine the more nefarious use case, I thought about a stalker. He spots his target docking her boris bike and makes a note of the time. Bingo! he can correlate that to find her customer ID and see where she's been ...except the data's only published for a 6 month period in the past right? And ultimately it only reveals where somebody's been boris-biking. It's not like you have their home address, as you would if you just followed them home for example.

    Even so it's pretty interesting how big databases involving people's location can be more personal than one might at first imagine, and only by adding one seemingly anonymous numeric column.

    ReplyDelete
  6. Assuming you are speaking about the data here: http://www.tfl.gov.uk/info-for/open-data-users/our-feeds
    Under the Network statistics -> Barclays Cycle Hire statistics
    The documentation states:

    Details of all Barclays Cycle Hire journeys.
    The journey information includes:
    Journey ID, Bike ID, Start date, Start time, End date, End time, Start docking station, Start docking station ID, End docking station, End docking station ID

    Yet in the excel file we see the headings:
    Rental Id Billable Duration Duration Unique ID/Customer Record Number Subscription Id Bike Id End Date EndStation Id EndStation Logical Terminal EndStation Name endStationPriority_id Start Date StartStation Id StartStation Logical Terminal StartStation Name startStationPriority_id EndHourCategory Id StartHourCategory Id BikeUserType Id

    ReplyDelete
  7. Interesting
    Can you lend me use it?

    ReplyDelete
  8. few things that can change the Open Data. Have a look at it. Open data has the potential to improve the economy, environment and our society

    ReplyDelete
  9. Please continue to write more because it’s unusual that someone has something interesting to say about this.
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  10. Excellent article about bike hire in London and the technology which can be used to track us.

    ReplyDelete
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  12. The fact that third parties might identify these customers is a secondary danger. The primary danger is that the operator of the system already knows who they are, and so does Big Brother.

    The system must be redesigned not to collect this information at all. See http://gnu.org/philosophy/surveillance-vs-democracy.html.

    Dr Richard Stallman
    President, Free Software Foundation (gnu.org, fsf.org)
    Internet Hall-of-Famer (internethalloffame.org)
    MacArthur Fellow

    ReplyDelete
    Replies
    1. Thanks for the comment. It's a good point - misuse of this data by government agencies (etc) is a risk.

      Also I guess it says something about the state of the world that I'm scared to click that link you provided, in case I raise a red flag somewhere :/

      Delete
  13. What tool did you use to visualise the data?

    ReplyDelete
    Replies
    1. I used Leaflet.js, a javascript library for creating interactive maps.

      Delete
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    ReplyDelete
  15. Hi James - I note that the most recent cycle hire data from tfl offers data under the following headings:

    Rental Id
    Duration
    Bike Id
    End Date
    EndStation Id
    EndStation Name
    Start Date
    StartStation Id
    StartStation Name

    Is the issue resolved now? Did TfL ever get back to you about this post?

    I'm interested because I'm writing a report on open data and TfL at the moment, would love to hear from you - becky.hogge@gmail.com

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  61. The only man who can help you to fix your Marriage and Relationship or after a Divorce or Breakup,I want to let the whole world know about Dr Oseiboh the Great spell caster that brought back the father of my 2 kids after we have been separated for 4 years.I only pay for the items required for the spell and he cast the spell for me within 48hours my ex called me and beg me to forgive him for everything and now we are back together.if you need a real and quick love spell,or pregnancy problem than Dr Oseiboh is the answer you can email him now on droseiboh12@gmail.com add him on whatsapp line or call +2347017565415.
    CONTACT HIM FOR ANY KIND OF HELP, MONEY SPELL,LOTTERY SPELL,PREGNANCY SPELL, DIVORCE SPELL,STOP COURT CASE AND WIN ANY COURT PROBLEM,DEATH SPELL,BUSINESS SPELL.

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  62. Fake peoples on this comments section
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  63. So happy to be here and glad i meant with Dr Jatto who gave me back my life with his herbal cure medicine to restore my Life after sick of AID for 4 years.I am in good health ever since my cure results ands I'm leaving in good health now as he always told and i am glad his words came true. Do contact him via his info to have your cure in any illness or problem as he say welcome to the solution home where all problems are solved. I recommend you contact Dr Jatto in any illness or problem.
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    God bless Dr Jatto.

    ReplyDelete
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  65. Good Day everyone, just want to share my experience here so you all should be more careful when contacting any herbalist for solution cos majority of the testimonies are fake and were the ones that fooled me.they all uses the same local code number (+234) cos i have been screwed by some of them.My Husband was suffering from Hsv for years and i went everywhere to get useful information that will help cure or suppress the disease.then i came across testimonies of those that took my hard earn money without any useful information or cure but they keep telling stories.about two months ago, a new staff was employed in my place of work and when He heard about my Husband Disease He was so remorseful and told me about Dr Emmanuel.but i felt it was still one of those Internet guys so i didn't call or text Dr Emmanuel. later that week, He asked me if i`ve heard from Dr Emmanuel and he gave me proof and reasons to try.well, lots of thanks to Dr Emmanuel cos as im writing this message, my Husband is CURED through the herbs that Dr Emmanuel sent to us.so after my experience, i decided to save some people from falling to the hands of SCAMS.thx for your time and if you require the service of Dr Emmanuel, you have to reach him via email: nativehealthclinic@gmail.com  or WhatsApp/Call +2348140073965
    you can also reach me on  +1(862) 260-4433  
    he have cure to all kinds of virus and disease,thank you 

    ReplyDelete
  66. I am very surprise for the miraculous experience and wonders of Dr Isikolo that have been spread on the internet and worldwide, How he marvelously helped people all over world to restored back their lost lovers I contacted him after going through so many testimonies from different people how he help to bring back ex lover back, i told him about my husband that abandoned me about 8 months ago, and left home with all i had, i was baffled when he only told me to smile and have a rest of mind assuring me that he will handle all in just 48 hours, After the second day my husband called me, i was just so shocked, i pick the call and couldn't believe my ears, he was really begging me to forgive him and making promises on phone,He come back home and also got me a very nice gifts just for him to proof his love for me, i was so happy that i had to call Dr Isikolo and thanked him, he only told me to share the good news all over the world, Well if your need an effective and real spell caster for any problem in your life you can contact Dr Isikolo on his email: isikolosolutionhome@gmail.com.com or his WhatsApp/Viber him on: +2348133261196.

    ReplyDelete
  67. I read a comment online of a Los Angeles based Journalist Reveals How She find a boyfriend, 2 months after Her ex boyfriend broke up.
    I send a email message to contact same Dr.Amiso because i have this Powerful Intentions that things will work for me, i believed in testimonies are real life proves. I realized this would be good to share here as I know it will inspire others too.
    fortunate enough for me i came across Dr. Amiso email contact on a blog post. Today i'm testifying with joy and happiness to the world ... this is one of the most joyful moment of my life. Dr.Amiso the Great-Love-Spell, Lunched a spell on my behalf to recover my ex-husband with his spell of magic and love-encharntment spell.
    I'm married for over 6 years and it was so terrible because my husband was really cheating on me and was looking for a divorce, we broke-up before 3months ago and we came back again after so much begging with nice gifts of love.
    I love my husband so much. I couldn't have done anything to hurt him or make him feel bad anymore..i just wanted him back to loving me forever. today we are both living happily together.i love him so much. My point is, he was my first love (at least that’s what it feels like).
    i'm greateful and thankful to this great man. I was at first having fear of doubt, but i give it a try and it work for my good. I'm certain this will work for you as well, 100% sure.
    contact him through his personal amail via (herbalisthome01@gmail.com)
    he has the Powers to resolve the following relationship issues; -
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    * Magic spell for Breast & Penis Enlargement / Reduction.
    * Magic enchantment to cure Stop Nightmare, & Bad Dreams.
    * spiritual cleansing, Free from Assasinating & Kidnaping.
    * fertility magic - FRUITS OF WOMEN, & Carry Your Own Child.
    * Burning of Fat & Regulating Sugar Content in the Body.
    * decreeing magic, SPELL LOTTERY & WIN-GAMES SPELL
    The internet really helps a lot in providing quick and urgent solution to life problems.
    here is Dr. Amiso personal email address; herbalisthome01@gmail.com

    ReplyDelete
  68. I'm here to testify about the great work Dr Zuku is a great herbal doctor i want to say thank you for curing me of my HPV Genital Warts Disease, i found out i got HPV Genital Warts when i was witnessing sores on my private part,i am thankful for Dr Zuku that i found and he promised to help me, when i wrote to him and truly Dr Zuku help me to be cured today, after using his medicine for 2 weeks i went to get tested and behold my doctor confirmed me Negative, you too can also be cured from your disease contact Dr Zuku now and get your Herbal Medicine.Email drzukuspelltemple@gmail.com OR Blogs:https://drzukuspelltemple.blogspot.co.ke/ Contact Zuku Website: http://drzukuspelltemple.website2.me/ OR WhatsApp Number:+254742884656 

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  70. Hello, My name is Faith am from USA .....  and I am very happy for posting on this blog on how a great spell caster helped me bring back the love of my life. I know there are lots of women or men like me out there who have done so much just to have back their Husband, I am here to tell you all to search no further because the answer is right here. I sincerely believe if there are up to five spell casters like DOCTOR WTAHA this world would be a better place, I contacted  him and shared my problems to him and he gave me the terms and conditions, which I obeyed, it only took 3 days for my husband to come back home begging for my forgiveness. To cut the long story short. I am now living happily with my husband. Thanks to Dr TWAHA . Contact him now on email: drlregbeyen10000@gmail.com . Or reach him on whats app +2349038518881 or  call him  . He can save your marriage or relationships too.  

    ReplyDelete
  71. Hello everyone, I saw comments from people who already got their loan from Jackson Walton Loan Company, honestly i thought it was a scam , and then I decided to apply under their recommendations and just few days ago I confirmed in my own personal bank account a total amount of $29,000 which I requested for business. This is really a great news and i am so happy, I am advising everyone who needs real loan and sure to pay back to apply through their email (Text or Call ) +1-205-5882-592

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  72. i already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have go to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr ohunyom, in the net from a lady called Angela i contacted him and he reassured me with him herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally fee from #Herpes. i want to say a very big thank you to DR ohunyom for what he has done in my life. feel free to leave him a message on email drohunyom@gmail.com and also WhatsApp him +2349060579973..
    He can still be able to help you with this herbs medicine:
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  73. Get the best celebration ever with MOSES 2019 BLANK ATM Programmed Card and cash money directly in any ATM Machine around you., There is no risk of being caught, because the card has been programmed in such a way that it's not traceable. He give out THE Blank ATM Card. Do you want to live a good life though its illegal, its the easiest way to be a millionaire. It also has a technique that makes it impossible for the CCTV to detect you and you can only withdraw a total amount of $5,000.00 USD in a day. To get yours, email him (programmedatmcards@gmail.com) today or WhatsApp him number +2348154637647 get your card today and live that luxury life you always dream to live.

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  74. Have you guys checked out this guy omer yahav at
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  75. Hi it's Rebecca! 9 months ago my doctor told me I was diagnosed with HSV2. I was heart broken, However that same month i found a Dr. who helped me to cured the virus with natural herbal treatment permanently. thanks to Dr. Oseiboh for his natural herbal treatment that eliminated this virus out in my body forever. his contact information for any incurable virus via; droseiboh12@gmail.com or whatsapp him or call him through his phone number +2347017565415.

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  77. Hello everyone, i don't just know the reason why some people is finding it difficult to believe that there is a cure for Herpes Disease, I'm here to share to the worldwide that Dr.Zuku is a Powerful Herbal Medicine man. that can cure your disease if you can only contact him drzukuspelltemple@gmail.com  and let him help you. I was cured from my Herpes Disease. after suffering since 9years ago. but when i contact him on the internet. he gave me a Natural cure that ended my suffering after using it for two weeks. i went to check myself on the hospital and i was tested negative. I can't more happier but to say thank you sir and i use this medium to say to everyone don't waste any time to contact this powerful herbal Dr,Zuku On any Kind of Disease he is Ready to help you. You can reach him through.
     
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    ReplyDelete
  78. Am Clara Bambi from Scotland. I was having serious relationship problems with my boyfriend and it had resulted in him moving out to his friend’s apartment. Everything got worse because he started going to bars and strip clubs frequently with his friend, getting drunk and passing out. He always threatens me on phone whenever I call him because of all the bad advises that his friend has given him. I really love him and we had been dating for 8 years which gave us a beautiful daughter. I had also lost a lot of money on therapists until I was introduced to PRIEST WISDOM  by a friend whom he helped to marry her childhood boyfriend; this gave me total confidence and strength to get him back. I did all he asked and after 48 hours my boyfriend called me and rushed back home, things just changed between us emotionally. He has a job and stopped drinking and keeping irrelevant friends. It’s a miracle I never believed was possible because I had lost all hope until I found PRIEST WISDOM. So that’s why I promised to share my testimony all over the universe. All thanks goes to PRIEST WISDOM for the excessive work that he has done for me. Below is the email address in situation you are undergoing a heart break, and I assure you that as he has done mine for me, he will definitely help you too. supernaturalspell1@gmail.com  or  WhatsApp him +2348124644470   Blog: http://reallovespellcaster.over-blog.com ..........

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  79. I got my already programmed and blanked ATM card to withdraw the maximum of $10,500 daily for a maximum of 6 years. I am so happy about this because i got mine last week and I have used it to get more then $350,000 and ready to pay more. Brymo walker Hackers is giving out the card just to help the poor and needy though it is illegal but it is something nice and she is not like other scam pretending to have the blank ATM cards. And no one gets caught when using the card. get yours from Brymo now @ 
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    ReplyDelete
  80. I got my already programmed and blanked ATM card to withdraw the maximum of $10,500 daily for a maximum of 6 years. I am so happy about this because i got mine last week and I have used it to get more then $350,000 and ready to pay more. Brymo walker Hackers is giving out the card just to help the poor and needy though it is illegal but it is something nice and she is not like other scam pretending to have the blank ATM cards. And no one gets caught when using the card. get yours from Brymo now @ 
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    ReplyDelete
  81. POWERFUL SPELL CASTER THAT BROUGHT MY EX HUSBAND BACK INTO MY LIFE AFTER HE LEFT ME EMAIL HIM VIA EMAIL INFINITYLOVESPELL@GMAIL.COM OR INFINITYLOVESPELL@YAHOO.COM ADD HIM ON WHATSAPP +2348118829899
     
    Hello my fellow friends online I'm Diana Gilbert from USA, I want to use this medium to thank Dr Great because he brought back my Ex husband. my husband left me for his ex girlfriend he had before he married me it's a difficult situation for me I called and beg him to come back he refused he said he don't love me anymore I tried every possible way to get him back all was in vain I told my friend about it and she gave me Dr Great email and I emailed him and told him my problem and he told me what to do and I did it and he cast a love spell which brought back my husband within 24 hours. If you need help in getting back together with your Ex, email Dr Great at  infinitylovespell@gmail.com or infinitylovespell@yahoo.com WhatsApp him+2348118829899 view his website http://infinitylovespell.website2.me you can also visit my blog http://dianagilbert05.over-blog.com/

    ReplyDelete
  82. POWERFUL SPELL CASTER THAT BROUGHT MY EX HUSBAND BACK INTO MY LIFE AFTER HE LEFT ME EMAIL HIM VIA EMAIL INFINITYLOVESPELL@GMAIL.COM OR INFINITYLOVESPELL@YAHOO.COM ADD HIM ON WHATSAPP +2348118829899
     
    Hello my fellow friends online I'm Diana Gilbert from USA, I want to use this medium to thank Dr Great because he brought back my Ex husband. my husband left me for his ex girlfriend he had before he married me it's a difficult situation for me I called and beg him to come back he refused he said he don't love me anymore I tried every possible way to get him back all was in vain I told my friend about it and she gave me Dr Great email and I emailed him and told him my problem and he told me what to do and I did it and he cast a love spell which brought back my husband within 24 hours. If you need help in getting back together with your Ex, email Dr Great at  infinitylovespell@gmail.com or infinitylovespell@yahoo.com WhatsApp him+2348118829899 view his website http://infinitylovespell.website2.me you can also visit my blog http://dianagilbert05.over-blog.com/

    ReplyDelete

  83. ATTENTION TO THE WHOLE WORLD:

    Hello and blessed are you who found me. My name is DR ODUCK AYAMUD ( oduckayamud49@yahoo.com OR oduckayamud49@gmail.com .... YOU CAN USE ANY OF THE EMAILS TO CONTACT HIM ), and am here to help you change and transform your life in the most positive way possible. I use the power of white, black craft and Wicca and voodoo spell casting to help people just like you they get the love they want and the money they deserve.


    My love spell offer amazing and quick results. Do you want to find your soulmate? Do you want to reunite with a past lover and make him or her love you again? Do you need to bind a troublemaker from causing problems in your relationship? With my spell casting service, I can cast a love spell on your behalf that will help all of your wishes and dreams come true. I also do other custom spells, such as money spells, job spells, friendship spells, and good luck spells.


    You may have already tried the power of spells and prayers to get what you want. Although it is true that everyone has the ability to cast spells and perform magic, spell casting is like a muscle. Everyone has this 'muscle' but the more you use it, the stronger it gets, and the more things you are able to do with it. If you are not an experienced spell caster, your spell may not be as strong, and the results not as quick as you may desire. GET YOUR PROBLEMS SOLVE HERE AND BE FREE!!

    Hello to people that want to be Great,

    Note: This Spell casting do not have any effect on any one, But just to get your problem solve ok.
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    19. GET YOUR SCAMMED MONEY BACK TO YOU AS HE CAN HELP YOU RECOVER YOUR LOST MONEY BACK BY DOING LOST MONEY RECOVERY SPELL FOR YOU.

    I have over 20 years of spell casting experience, and i have successfully cast spells to help hundreds of people improve their love life, financial situation, and happiness.

    I can help you, and I want to help you. Read through my words and CONTACT ME VIA: oduckayamud49@yahoo.com OR oduckayamud49@gmail.com .... YOU CAN USE ANY OF THE EMAILS TO CONTACT HIM. AS MY POWERS ARE SO STRONG AND VERY EFFECTIVE AND HAS NO BAD EFFECT INSTEAD IT HAVE A VERY GOOD RESULT AFTER CASTING THE SPELL. CONTACT HIM AGAIN ON HIS EMAIL ADDRESS: oduckayamud49@yahoo.com OR oduckayamud49@gmail.com .... YOU CAN USE ANY OF THE EMAILS TO CONTACT HIM..... YOU CAN ALSO CALL / ADD HIM UP ON WHATSAPP USING THIS MOBILE NUMBER: 2347059232579

    ReplyDelete


  84. Three weeks ago my boyfriend broke up with me. it all started when i Travel to UK to spend my holiday with my friend,i was trying to contact him but it was not going through. So when i came back from UK i saw him with a lady kissing, i was frustrated and it gives me sleepless night. I called my friend told her what happened and she introduce me to a spell cater who helped her long time ago. Which i contact him and i never believed that the spell will work so easily because i have contacted many spell casters to get him back all they do is to take my money with no result. I am happy to tell you all that my boyfriend is back and committed to me alone and he do whatever i ask him to do with love and care. All thanks to DR ODUCK AYAMUD the great magician who helped me to restore my boy friend to me: oduckayamud49@yahoo.com OR oduckayamud49@gmail.com .... YOU CAN USE ANY OF THE EMAILS TO CONTACT HIM. Email this powerful and authentic spell caster via email now : oduckayamud49@yahoo.com OR oduckayamud49@gmail.com .... YOU CAN USE ANY OF THE EMAILS TO CONTACT HIM..YOU CAN ALSO CALL / ADD HIM UP ON WHATSAPP USING THIS MOBILE NUMBER:+2347059232579

    ReplyDelete
  85. Hello, what a miraculous work of great Dr.Amiso, I,m Felix Morgan, my wife and Kids left me because i was haven cancer of the body, i felt to me its over in this world, there was no body to talk with, so i contact Dr.Amiso and explain about the disease to him, he send his herbs and instructed me on how to use it which i did to my greatest surprise the cancer is gone forever. I also told my friend Marvin Lee, who his wife was divorcing in 3 days time he emailed same Dr.Amiso, and explained the divorce issue to him, 2 days before the third day of signing the divorce papers, his wife called the lawyer and told him to cancel everything regarding to the divorce document that she is not divorcing her husband again, low and behold they are now living happily like never before all thanks goes to Dr,Amiso the great spell caster, if you want to avoid unwanted pregnancy and abortion/D.and C. my country people if you are undergoing any marital problem or body cancers and want to get married or pregnant on time, kindly contact Dr.Amiso on herbalisthome01@gmail.com

    ReplyDelete

  86. MY Joy is back to me

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  87. Its a miracle that I am alive today. I encounter HERPES SIMPLEX VIRUS (HSV1/2) for good four (4) years, six (6) months and twelve (12) day with my calculations, before I meet the great Dr. Sambo. I am DEBORAH from Fresno California, united state of America and I was affected with herpes virus.Herpes is a viral infection cause by the Herpes simplex virus, marked by painful, watery blister in the skin or mucous membrane or on the genitals. This was what I suffered for good four years. I have visited CVS Pharmacy in Fresno for treatment but no improvement. I meet Dr.Sambo online while I was searching for herpes cure I read a testimony about his work. I give a try that now becomes a testimony in my life. I contacted Dr.Sambo WhatsApp  +1(267)527-9481    

    ReplyDelete
  88. Its a miracle that I am alive today. I encounter HERPES SIMPLEX VIRUS (HSV1/2) for good four (4) years, six (6) months and twelve (12) day with my calculations, before I meet the great Dr. Sambo. I am DEBORAH from Fresno California, united state of America and I was affected with herpes virus.Herpes is a viral infection cause by the Herpes simplex virus, marked by painful, watery blister in the skin or mucous membrane or on the genitals. This was what I suffered for good four years. I have visited CVS Pharmacy in Fresno for treatment but no improvement. I meet Dr.Sambo online while I was searching for herpes cure I read a testimony about his work. I give a try that now becomes a testimony in my life. I contacted Dr.Sambo WhatsApp  +1(267)527-9481    

    ReplyDelete
  89. This is the website I read about Doctor Ilekhojie and contacted him to help me get my ex boyfriend back to marry me during the month of May this year and I have come back here to post about him. Doctor Ilekhojie will help you solve your problem no matter what you are going through. Posting about a spell caster is very strange to me because I never believed i will be able to say that I was helped by a spell caster in bringing my ex boyfriend back to me after 3 years of no contact. I read about Doctor Ilekhojie from other websites and contacted him to help me and in less than 48 hours my ex boyfriend called me and I was happy that he wants to get back to me. We met on Friday and he proposed to me,... It was the most beautiful ring. Please everyone out here, Contact Doctor Ilekhojie to solve your problem for you and make you happy with your relationship that is hurting you. Love is the best feeling ever experienced. Email him at gethelp05@gmail.com or directly on whats App him +2348147400259.

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    ReplyDelete
  91. Contact Dr Isikolo at isikolosolutionhome@gmail if you want to get your Husband, Wife, Boyfriend and Girlfriend back now and regain your happiness.
    I am really pleased with this service Dr Isikolo render to me. I am one of those people who said, I will never call a psychic or a magician or whatever” to help me with my problems least of all my love problems, but I reached the point where I knew I needed some guidance, and I’m so glad I found this man called Dr Isikolo I never in a million years would have thought I’d be writing a letter like this, but when I nearly lost Andre in one of our stupid, fights (he broke up with me), I thought I had lost everything. i cry all day and think that he will never come back to me again.I read a testimony by a man called Taylor Borg about him saying that how Dr Isikolo helps him to get back is ex wife within 48 hours. I quickly email him. He did a (Lover spell) for me. 48 hours later, my (ex boyfriend) came to me and apologized for the wrongs he did and promise never to do it again. Ever since then, everything has returned back to normal and our love is now stronger that he can't do without being with me. I and my boyfriend are living together happily again. Dr Isikolo is the best online spell caster that is powerful and genuine. And when I was at my most desperate, he didn’t take advantage of me. You performed a very good service for a person in true need. I don’t know how you did it, or how this magic works, but all I know is, IT WORKS!! Andrew and i are happily back together, and I’ll always be grateful to Dr Isikolo email him isikolosolutionhome@gmail.com You can also Whatsapp him on +2348133261196.

    ReplyDelete
  92. HOW I WAS CURE FROM HERPES WITHIN  7DAYS WITH THE HELP OF DR SAMBOLA
    HERBAL MEDICINE CONTACT DR SAMBOLA VIA
    drsambolaherbalhome@gmail.com
    (MORNING and EVENING) and i was cured! its really like a
    dream but i'm so happy! that's the reason i decided to also add more
    comment of Him so that more people can be saved just like me! and if
    you need his help,contact hi
    I am so Happy to be writing this article in here, i am here to explore
    blogs forum about the wonderful and most safe cure for HERPES SIMPLEX
    VIRUS . I was positive to the deadly Virus called HERPES and i lost
    hope completely because i was rejected even by my closet friends. i
    searched online to know and inquire about cure for HERPES and i saw
    testimoney about DR SAMBOLA online on how he cured so many persons from
    Herpes virus so i decided to contact the great herbalist because i
    know that nature has the power to heal everything. i contacted him to
    know how he can help me and he told me never to worry that he will
    help me with the natural herbs from God! after 2 days of contacting
    him, he told me that the cure has been ready and he sent it to me via
    FEDEX or DHL and it got to me after 4 days! i used the medicine as he
    instructed mes Email: (drsambolaherbalhome@gmail.com) You
    can contact him and whatsApp him +2348168259521
    He also have the herbs to cure difference cure for any sickness
    (1) HERPES,
    (2) DIABETES,
    (3) HIV&AIDS,
    (4) URINARY TRACT INFECTION,
    (5) HEPATITIS B,
    (6) IMPOTENCE,
    (7) BARENESS/INFERTILITY
    (8) DIARRHEA
    (9) ASTHMA...
    kindly email DR SAMBOLA for your own cure if you have any disease listed

    ReplyDelete
  93. I want to share this wonderful testimony to the Good people all over the world on how I was able to Enlarge my Penis by Dr. Aziba. I was living a shameful life from my young age, just last month as I was browsing on the internet about Penis size and Enlargement Products, I saw a testimony of a Man called George , testifying of how he was able to get his penis Enlarged by Dr. Aziba and I decided to also Email Dr. Aziba for my small penis size and he quickly respond to me and gave me the normal instructions which i did and then he shipped the product to me here in the united state which i received in just 3 working days and today i am very happy because i started seeing positive changes in my penis size in just 7 days of use. Dr Aziba herbal product is the best recommended for you and to whom ever suffering from this shame or having anyother diseases as well should Contact this great herbal doctor via his Email : Priestazibasolutioncenter@gmail.com and WhatsApp Him on +2348100368288





    I want to share this wonderful testimony to the Good people all over the world on how I was able to Enlarge my Penis by Dr. Aziba. I was living a shameful life from my young age, just last month as I was browsing on the internet about Penis size and Enlargement Products, I saw a testimony of a Man called George , testifying of how he was able to get his penis Enlarged by Dr. Aziba and I decided to also Email Dr. Aziba for my small penis size and he quickly respond to me and gave me the normal instructions which i did and then he shipped the product to me here in the united state which i received in just 3 working days and today i am very happy because i started seeing positive changes in my penis size in just 7 days of use. Dr Aziba herbal product is the best recommended for you and to whom ever suffering from this shame or having anyother diseases as well should Contact this great herbal doctor via his Email : Priestazibasolutioncenter@gmail.com and WhatsApp Him on +2348100368288

    ReplyDelete
  94. I'm happy today that I got a loan from this legitimate company after many years of financial downturn, and I was torn in the process until I met this great Lady Mrs Kayla Abubaker, who helped me with a loan of $230,000,00 and all Applicants for loans should contact this company email: via ( financierlibertycapitals@gmail.com ) or whatsapp us on +12074087564

    ReplyDelete
  95. My names is Cathy i want to testify about the great spell caster called Priest Ade my husband and i have been married for 5 years now we don't have a child and the doctor told us i can't give birth because my womb have been damaged due to wrong drugs prescription this got me so worried and my husband was not happy so he decided to get married to another girl and divorce me i was so sad i told my friend about it she told me about a powerful spell caster she gave me his email address well i never believe in it that much though i just decided to give him a try and he told me it will take 24hrs to get my husband back to me and i will get pregnant i doubted him the 3rd day my husband came back to me and was crying he said he didn't want the divorce anymore 3 weeks after the doctor confirmed that i was pregnant he can also help you contact him at
    ancientspiritspellcast@yahoo.com or ancientspiritspellcast@gmail.com 
    https://ancientspiritspellcast12.wordpress.com

    Blog: http://ancientspiritspell.blogspot.com

    Website http://ancientspiritspellcast.website2.me
    WhatsApp +2347059715465     

    ReplyDelete
  96. I've gotten back with my ex boyfriend with the help of Dr Isikolo the best spell caster online and i highly recommends Dr Isikolo to anyone in need of help. I want to testify of how i got back my boyfriend after he breakup with me, we have been together for 3 years, recently i found out my boyfriend was having an affair with another Girl, when i confronted him, it led to quarrels and he finally broke up with me, i tried all i could to get him back but all to no avail until i saw a post in a relationship forum about a spell caster who helps people get back their lost love through Love spell, at first i doubted it but decided to give it a try, when i contacted this spell caster via his email, and he told me what to do and i did it, Then he did a Love spell for me. 48 hours later, my boyfriend really called me and told me that he miss me so much, So Amazing!! So that was how he came back that same day, with lots of love and joy, and he apologized for his mistake, and for the pain he caused me. Then from that day, our relationship was now stronger than how it were before, All thanks to Dr Isikolo. he is so powerful and i decided to share my story on the Internet that Dr Isikolo real and powerful spell caster who i will always pray to live long to help his children in the time of trouble, if you are here and you need your Ex back or your husband moved to another woman, do not cry anymore, contact this powerful spell caster now. Here’s his contact: Email him at: isikolosolutionhome@gmail.com You can also Whatsapp him on +2348133261196,THANKS TO Dr Isikolo..

    ReplyDelete
  97. My Name is Dr sebi you can Contact Me via Email
    drsebicurecenter@gmail.com For Penis Enlargement Product to help
    you get as long as 8inches Long with good Erection. Contact Me Via Email :
    drsebicurecenter@gmail.com Via WhatsApp: +2347010538590

    ReplyDelete
  98. I can’t believe this is really true I never believe there is cure to this hsv 2 because all the hospital have told me there is no cure to it, few months ago I saw this man email DR.Ohunyom on internet from a testimony share by someone who he help with his herbal cure I contact his email and ask for his help also, that is how he inform me about the cure process and this man sent me a herbal medicine which I took according to the way he instructed for 2 week I can’t believe when I go for test my result come out negative i am so happy to share this to the world there is real cure to herpes you can also contact DR.Ohunyom through his email now drohunyom@gmail.com and also WhatsApp him +2349060579973 and He also have herbs medicine to cured the following diseases;
    Diabetes, Lupus, HPV, Gout, Hepatitis A,B, Infertility, HIV/AIDS, CANCER  

    ReplyDelete
  99. Dr ohunyom herbal medicine is a good remedy for herpes simplex virus cure. My name is donald Joe  ,I just want to share this article about Dr ohunyom who helped me, i want to inform the public how i was cured from (HERPES SIMPLEX VIRUS) by DR ohunyom, i visited different hospital but they gave me list of drugs like Familiar , 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 ohunyom 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, am a free person now without any problem, my HERPES result came out negative, I pray to God to never let me and my family forget you in our life,i am now cured permanently.you can also get your self cured, if you really need this dr's help,you can reach him now email:drohunyom@gmail. com Or whats app +2349060579973
    This is real,
    He also has herbal cure for the Following DISEASES, eczema,urethra wart,chronic problems.Herpes, Cancer, Als,Hepatitis, Diabetes, HPV,Infections,ulcer ETC

    ReplyDelete

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