Thursday, December 3, 2009

The Design Process of the Radical Map - Amrita Adhikary

American art historian, Roy Rosenweig, in his book The Presence of the Past: Popular Uses of History in American Life, explains that people assemble their experiences into narratives which influences them and allows them to make sense of their lives. In mapping these experiences it helps to come with an approach that honors the individual’s perspective but gives a clear and distilled overview.
In simple words, there are layers of information that can surface through mapping rather than direct experience. The mapping can uncover hidden meaning and derive inferences from simple data. So a map can exhibit obvious data but mapping probes and derives conclusions and nudges hypotheses.
Mapping according to James Corner is ‘uncovering realities previously unseen or unimagined, even across seemingly exhausted grounds’. The possibility to stretch your mind by comparing and synthesizing various data opens up a realm of possibilities and expands your frame of mind. It uses the information from the x and y axis to construct the z axis.
The Operation of Mapping in the New Global Environment
In the move toward globalization, public life is scheduled more through time than according to place. Events in this space occur with such speed and complexity that nothing is certain. Overdose and accessibility to vast information has changed our perception of it making the shocking seem normal and the far, reachable. Mapping in this scenario helps find connections between disconnected information.
So if the act of ordering creates order and mapping creates the map, it is worth considering that mapping as a design process makes explicit, things that are likely to remain hidden until they have been mapped. Mapping according to James Corner has three parts. Field is the graphical system over which the observations (extracts) will be organized. Extracts are the observations that are selected and pulled out from the mileu and plotting incorporates drawing out of new connections among the various extracts within the field. The possibilities for plotting can only be limited by the imagination and curiosity of the designer or investigator of that mapping process.

The Genealogy of Influences
An Outline


In presenting a genealogy of maps which were used as influences for my radical approach to mapping the UT commute, the starting point was Peter Sloterdijk’s The Theory of Spheres. According to him we all exist in separate spheres trying to make connections with other spheres of our lives such as family, school, travel etc. which makes the global. Noting the emotional and vehement tone of the respondents of the UT mapping also connected to the Emotion or Bio-Mappings (TheStockport Emotion Map) by Christian Nold and Julie Mehretu’s Maps of my Life/Sounds of my World.
A Text Cloud, which is a visual depiction of user generated tags or words of a site or activity presented a way of quantifying the common concerns, suggestions, and random thoughts that were expressed by participants when responding to the problems of the commute. This added another facet to the Transparency Map, by Kerry Mitchell which graphed the appearance of the word ‘transparency’ in The New York Times for the last 19 years. The beauty of the Transparency map was the representation of hard data as visul art. Derivations from the UT survey suggested that problems and solutions coexist, which led me to my final influence, the Mandala, a cosmic diagram that represents our relation with the universe.


Mapping
1. Bubble Map

The UT commute was assembled in a collaborative online document entered by interviewers recording the concerns and suggestions of the participants who were students of the University of Texas, at Austin. On analyzing the data, “potholes” and “mean drivers” jump at you. It makes you stop a moment and think about the bubble that we live in.
In my understanding of Sloterdijk’s sphere theory, each bubble has to connect. In these connections, potholes and mean drivers play a part in making the bridge connecting us to our commute bubble smooth or strained. As I look at it, each participant had his own story which is his point of view. These rants, ramblings, and composed thoughts expose more about how we connect with the other bubbles or spheres of our existence. These connections are also emotional which leads me to my second influence, The Stockport Emotion Map.


2. Emotion Mapping- Stockport
Mapping the intangible is fascinating and important. In 2007, over a period of two months in Stockport, UK, about 200 people took part in six public mapping events. This map collected together and mapped the results of two activities, Drawing Provocations & Emotion Mapping. People were asked to sketch their responses to a variety of serious and humorous provocations about their daily lives such as what really annoys them about Stockport, where they meet their friends, as well as who are the most important and dangerous people in town. All the drawings were geographically positioned where people mentioned them. The second activity involved people walking freely through Stockport equipped with a special device that measured their emotional arousal in relation to their geographical location in the town.
Usually views and opinions are never recorded and forgotten because we think of them as trivial. This map aimed to record the trivial and seemingly meaningless conversations and events of our everyday lives and allowed us to see them all simultaneously.
When we talk about issues, our responses are guarded and neatly packaged, but responding to things is freer. When a thing becomes explicit or public, it becomes an issue and therefore requires a different response. This mapping captures our response to daily things before they become an issue. The student data of UT lends itself to this mapping as the opinions and suggestion are vehement, meaningful, and heartfelt. Perhaps mapping these emotions would expose latent issues of greater importance than just the commute.
3. ‘Map of my life/Sounds of my World’
Map of my life/Sounds of my World’, is a mapping led by Julie Mehretu, where the artist asked the students of East African origin to record the sounds of Minneapolis, where they lived, to draw connections between the home they left behind and the home they inhabited now. The interface was an interactive audio-visual collage of sound bites and photographs contributed by the students. Similarly, in his book ‘Presence of the Past’, Roy Rosenweig, studies how deeply ordinary people are engaged by the past but alienated from history. It is felt that the past is viewed in a very complex way mainly emphasizing the individual’s interpretation of his and his family’s past and ignoring the interpretations of those in other communities. This ‘privatized’ version of their past reinforces barriers. Selective memory can be the bane of communication and peace efforts by resisting rather than promoting change. As in the India - Pakistan conflict, as also in the Middle-East crisis, it is difficult to move away from the atrocities committed against your own group. A rational approach or a middle ground is hard to reach when each group’s private memory is so raw, vivid and imbalanced. In mapping, it would be helpful to come with a view that honors the individual point of view but gives clear and distilled overview of all the stakeholders. This hypothetical map would ideally make your presence visible to others. As an idea it guided the objective of my radical map where one’s input featured and made a difference in the outcome.
4. Text Clouds
Text Cloud is one of the many data visualizations created by scientist and mathematician, Mike Wattenburg. Through his experimental website, Many Eyes, users can upload the data they want to visualize and generate interactive displays. A text cloud is a visualization of word frequency as a ‘weighted list’. It has seen a rise in popularity in analyzing political speeches. The text cloud of President Obama’s inaugural speech made by CNN highlights his main refrain ‘new nation’. Used as a tool it can effectively sort data and remove redundancies to enable a map that does not just exhibit obvious data but probes and derives conclusions. The importance of a tag is shown with font size and color. I saw potential in using it as a tool to substantiate my analysis of the data.
5. The Arrival of Transparency- Kerry Mitchell
Data is represented strikingly in this interactive map which was at the back of my mind for the sheer visual character. Access to infinite information has changed our perception of it and made the bizarre, normal, perhaps heralding a new normalcy.
This visualization that appeared in NY Times, captures instances of the word “transparency” in the Times articles from 1990 to 2009 and is a radial or timepiece graph. The first mention of “transparency” is at the 1 o’clock position. Each ray represents a month; the months proceed clockwise into an explosion of instances of the word. In concept it is similar to the tag cloud or the text cloud.
6. Mandala -The pattern of creation

The Sanskrit word "mandala" means circle. It is seen as a model for the organizational structure of life itself. It represents a cosmic diagram that reminds us of our relation to the infinite. Most mandalas have four concentric circles symbolizing the enlightenment which the meditating person must gain before she can enter the illuminated palace (centre) through the outermost circle, which is the purifying fire. Mandalas are a powerful tool for bringing the mind to a place of quiet and the soul to a place of connection to the Divine. Meditation on a Mandala may have the potential to change how we see ourselves, our planet, and perhaps even our own life purpose. The harmony of the mandala influenced my final representation of the commute as a spiral where the conflicting directions of the problems and suggestions still show their interconnectedness but disappear, or seem to emanate from one singular point.

Synthesis of the Influences
Radical Map depicting the UT commute
In Mapping the UT commute as a visual depiction of user generated data that quantify the common concerns of the participants and their suggestions for improvement, I also wanted the participants to matter and the mapping to reveal latent issues of the group. There were two directions that I wanted to explore with mapping the commute. The first was a Static map that would represent the concerns over a period of two months which was the time of the data collection. Being true to the data, I wanted to deduct what the main concerns were. Using a text cloud online software (www.wordle.net) as a sifting tool, I was able to get an idea of keywords that were mentioned frequently. As discussed earlier, text clouds resonate the idea that is most explicit. Although there is room for error if care is not taken to enter the data correctly so as to minimize noise, a general idea is obtained easily. Using the text cloud as a guide I then went ahead and manually sorted the information to classifying the data as keywords under problems and suggestions. Each problem that was mentioned twice or more was in one category, while a concern or suggestion mentioned more than four times was in another category. The intent was to highlight each concern or suggestion by size and boldness based on the number of times it appeared in the data set.
Outcome of the Synthesis

Depicting Harmony in Conflict-Static Map
Mapping an activity like the UT commute could manifest itself into a map that reflects the feelings regarding the commute and the aspects of it that they love or loathe. The first reflection is of discontentment with the roads, its potholes, and the manic drivers. A lot of emphasis is placed on mean drivers. My map like the Stockport Emotion map or the Twin Cities image/sound map puts value to random thoughts that could actually be plotted to have consequential meanings. Problems and their solutions are integrated and co-exist and gives reason to believe that understanding the problem opens up the pathway for its resolution. The idea of mandala reflected in a cyclone form, where the extreme low pressure at its centre and the counter-clockwise movement of the wind in the Northern Hemisphere brings high winds. Conversely, anti-cyclones bring fair weather because of the high pressure at its core. Together, these spirals represent the positive and negative forces that balance each other. Using this metaphor to represent the UT commute that problems and solutions emanate from the same point, the problems were represented in the counter-clockwise cyclonic movement of the spiral while the clockwise spiral depicted the suggestions in a positive light. I wanted to highlight the positive nature of the suggestions and therefore the brightness of the text was featured.
For the purpose of clarity and perhaps to obtain an overview so that the viewer may make logical deductions from the data, I found the need to précis the information and use it as extracts to plot on the field of the entwined spirals. In the Mehretu map, a similar rationale was used to balance the individual emotions and to distil them and present them as an apt overview. Using the Text cloud as solely a sifting tool to help substantiate my manual analysis of the data to quantify concerns and suggestions, I designed a system where frequently mentioned concerns or suggestions were bigger and bolder and stood out to the viewer. If a map is a depiction of data then this would inform the viewer of the problems and suggestions on the mind of the majority. As a static map, it would be used as a poster of a set of 4 to depict concerns that would presumably differ by the seasons. Placed as a timeline it would reveal a pattern of what really matters in the lives of the students with regard to their commute over the year. Perhaps, like the emotion map it would also uncover latent information that would coax some changes in fields not related to commute. (behavior, all night classes?). Like the mandala, it interacts between entities.
Next Steps
Dynamic Map

Taking the same idea that problems and solutions are interconnected, I wanted to use the medium of real time to depict the relation of problems to solutions as a dynamic map. Users of UT website would be asked to enter information on a site that caters to the commute. Users would be encouraged to enter their concerns, limiting their input to one or two words that best reflect each concern. If it were more than a word they could be separated by a hyphen so that they were perceived as a single word for ease and accuracy. These words would appear on the spiral ranked by the number of times similar words were entered until then. The tail of the spiral draws the most attention and is also most visible. The most mentioned concern would take its prime place at the end of the tail while the ones which were lower in quantity would move down the spiral. Based on the cumulative volume that the word receives, it would be bolder and also occupy a prime place at the tail. Diminishing quantity of entries on that word would move it down the spiral eventually making it disappear. This interplay of information would make the map radiate in a spiral. Words that have seen a peak and are not a concern anymore reflect a resolution or a short memory span. The incentive for the students to participate in this live visual depiction of data is instant realization of where their concern ranks in the mileu. If it is not the main concern, they could also see it trickle down the spiral to take its rightful place. There could be another overlay of information that quantifies concerns that have hit a maximum count into issues needing immediate attention.
Conclusion

There is a thought that the more detailed and life like a map is the more redundant and unnecessary it becomes. Maps, like art must have mystery to have meaning and to make sense.
So is the map only as good as the imagination of the maker? Can the map reveal things that the cartographer had not envisioned?
I believe that the map can take a life of its own once the parameters of the grid and the extractions to be plotted are established.

Reference

Corner, James. The Agency of Mapping.
Holmes, Brian. Counter Cartographies.
The Mandala Project: Home Page. Web. .
Rozenweig, Roy. The Presence of the Past.
Sloterdijk, Peter. Theory of Spheres.
"Visualizations: The Art of Times APIs - First Look Blog - NYTimes.com." First Look - First Look Blog - NYTimes.com. Web. 03 Dec. 2009. .
Wattenberg. "Text Clouds." Many Eyes. Web. .
Wordle - Beautiful Word Clouds. Web. .

19 comments:

elegir hipoteca said...

Thanks for the informative. Fantastic blog. Congratulations!!!

MAAC said...

I was very encouraged to find this site. I wanted to thank you for this special read. I definitely savored every little bit of it and I have bookmarked you to check out new stuff you post.
Animation institutes
Animation courses

Organiz Millwork Toronto said...

Good efforts. All the best for future posts. I have bookmarked you. Well done. I read and like this post. Thanks.

GTA tankless said...

Thanks for showing up such fabulous information. I have bookmarked you and will remain in line with your new posts. I like this post, keep writing and give informative post...!

GTA tankless said...

Thanks for showing up such fabulous information. I have bookmarked you and will remain in line with your new posts. I like this post, keep writing and give informative post...!

Massage bed toronto said...

The post is very informative. It is a pleasure reading it. I have also bookmarked you for checking out new posts.

Renewable energy toronto said...

Thanks for writing in such an encouraging post. I had a glimpse of it and couldn’t stop reading till I finished. I have already bookmarked you.

Party supplies durham said...

The post is handsomely written. I have bookmarked you for keeping abreast with your new posts.

Animal hospital in orange ville said...

It is a pleasure going through your post. I have bookmarked you to check out new stuff from your side.

Spa toronto said...

A very well-written post. I read and liked the post and have also bookmarked you. All the best for future endeavors

Jenefer Maron said...

Today I went online and found your blog really amazing, I think you have an amazing creativity I am happy to learn from you even can't be met in the real world.
Fruit Smoothies for Weight Loss

Reset Hotmail Password said...

Nice post.thank you so much for share.

Anonymous said...

I am very happy this day because a miracle just happened to me, I did not expect to be with my lover anymore, but thanks to DR DAWN, a powerful magician who made it possible. I was searching online on April 15, 2022 to see how I can restore my love life and I came across many testimonials about DR DAWN. I approach her and I am grateful for her help now my boyfriend is back with me. Thank you DR DAWN I will continue to testify for you. you can trust DR DAWN to solve your problems %100 honestly contact email, dawnacuna314@gmail.com
Whatsapp:+2349046229159

Mobile app development company said...

This is a Great Article. You are posting an informatics blog so keep posting. I want to share the information about the Mobile application development company. Appconsultio goes above and beyond to secure your mobile applications, employing robust encryption protocols and conducting rigorous vulnerability assessments. Every measure is taken to fortify your apps against potential threats. With an unwavering commitment to cybersecurity, Appconsultio emerges as a trusted partner, dedicated to delivering top mobile solutions that embed confidence and cultivate seamless user experiences.

Anonymous said...

Hello Everyone

What's up Guys

*Fresh Fullz are available now
*USA UK CANADA ALL States available
*Updated Fullz 2024
*Legit & Verified Info
*Spammed from reliable resources
*If anything appears bad, wrong or invalid will be replaced
*Payment in any crypto currency will be acceptable

For order & more details about Fullz|Pros|Info
Feel free to contact us here

(at)killhacks : (at)leadsupplier : T3l3 Gram
752822040 : (at)killhacks : I C Q
(at)peeterhacks : Skyp3
hacksp007 (at) DNMX . org

Stuff Available:

SSN DOB DL ADDRESS USA
SIN DOB ADDRESS CANADA
NIN DOB DL ADDRESS SORT CODE UK
Real ID|DL Front & Back with selfie & SSN
Passport Photos with Selfie
High Credit Scores Fullz|Pros
Business EIN Company Fullz
Young Age Fullz 2002 above
SBA|PUA|UI|TAX Return Filling Fullz Info
UBEREATS|DOORDASH|KYC Stuff available
Asian Id's Front back with selfie

You can get specific info as well
(Gender|Age|City|State|ZIP|Bank Info)
Never used Stuff will be provided

Carding|Spamming|Hacking|Scripting Stuff available
CC with CVV
Dumps Track 101 & 202 with Pins
Carding Tutorials (Pdf|Videos)
Loan Methods|Cash Out Methods

Each stuff available in bulk quantity
Market competitive price
Ping us if you need anything

Anonymous said...

FRESH FULLZ LEADS UPDATED-2024 FRESH SPAMMED
SSN DOB DL ADDRESS USA
SIN DOB DL ADDRESS MMN CANADA
NIN DOB DL ADDRESS SORT CODE UK

T3l3gram- @ killhacks | @ leadsupplier
Wh@ts App - +1.. 727.. 788.. 6129
I C Q - 752822040 | @ killhacks
E mail - bigbull0334 @ onion mail . org
Skyp3 - @ peeterhacks

FULLZ AVAILABLE IN BULK QUANTITY
Updated fresh spammed Leads
Fully verified & genuine info
All USA UK Canada States available
Samples will be provided too if you want in bulk

USA STUFF LISTED BELOW:
===============================
SSN DOB ADDRESS FUllz Leads
SSN DOB DL ADDRESS EMPLOYEE & BANK INFO LEADS Fullz
SSN DOB ADDRESS MMN EMAIL & PHONE INFO FULLZ
SSN DOB DL ADDRESS Fullz with Issue & Expiry Dates
High Credit Scores Fullz Pros
Real DL|ID Scan Front Back with Selfie & SSN
Business EIN Company Info Fullz
Young & Old Age Fullz (2002 above & 1960 below)
Business Owner Fullz with SSN
EIN Info with DL Front Back Selfie & SSN
CC Fullz with CVV & Billing Address with SSN
Dumps With Pins Track 101 & 202
Fullz for KYC & UberEats or Doordash Accounts
Tax Return Filling Fullz with W-2 Form
Business Email Leads
SBA|PUA|UI|Loan Filling Fullz
Passport Photos With Selfie
Cars Database with Docs
Email|Phone Numbers|Employement|Banking Leads
EIN Look-Up|SSN Look up Service

You can get specific info of any USA State
Like specific Age|Gender|City|Zip Codes|Bank Name
Loan Methods|Cash out Methods Available as well

#SSN #SSNDOBDL #SellSSN #CCShop #CCSELLCVV #ShopSSNDOBDLADDRESS #FULLZ #SSNFULLZ
#REALDLSCAN #YoungAgeFullz #Fullzseller #USAFULLZ #FULLZUSA #SellerSSNDOB #ShopSSNDOB
#BusinessFullzUSA #USAPros #USALeads #EINFullz #taxreturn #W2form #HighCSPRos #HighCreditFullz
#ReturnFilling #UberEatsFullz #DoordashFullz #KYCStuff #SSNLookup #einlookup #ssnpros #shopssn-dl
#ssnbankemployee #ssnemployee #ssnfullzbank

CONTCT US FOR MORE DETAILS & DEALS

T3l3gram- @ killhacks | @ leadsupplier
Wh@ts App - +1.. 727.. 788.. 6129
I C Q - 752822040 | @ killhacks
E mail - bigbull0334 @ onion mail . org
Skyp3 - @ peeterhacks

CANADA STUFF LISTED BELOW:
=====================================
SIN DOB ADDRESS Fullz Leads
SIN DOB DL ADDRESS MMN INFO LEADS Fullz
High Credit Scores Fullz Pros
Real DL|ID Scan Front Back with Selfie
CC Fullz with CVV & Billing Address
Dumps With Pins Track 101 & 202
Business Email Leads
Passport Photos With Selfie
All Canada States Info available

#SIN #SINDOBDL #SellSIN #SINMMNFULLZ #MMNPROSSIN #MMNSIN #CCShop #CCSELLCVV #ShopSINDOBDLADDRESS #FULLZ #SINFULLZ
#REALDLSCAN #YoungAgeFullz #Fullzseller #CANADAFULLZ #FULLZCANADA #SellerSINDOB #ShopSINDOB
#BusinessFullzCanada #CanadaPros #CanadaLeads#HighCSPRos #HighCreditFullz
#KYCStuff #sinpros #shopsin-dl

UK (United Kingdom) STUFF LISTED BELOW

NIN DOB ADDRESS FUllz Leads
NIN DOB DL ADDRESS SORT CODE INFO LEADS Fullz
High Credit Scores Fullz Pros
Real DL|ID Scan Front Back with Selfie
CC Fullz with CVV & Billing Address
Dumps With Pins Track 101 & 202
Business Email Leads
Passport Photos With Selfie
All UK States Info available

#NIN #NINDOBDL #SellNIN #CCShop #CCSELLCVV #ShopNINDOBDLADDRESS #FULLZ #NINFULLZ
#REALDLSCAN #YoungAgeFullz #Fullzseller #UKFULLZ #FULLZUK #SellerNINDOB #ShopNINDOB
#BusinessFullzUK #UKPros #UKLeads#HighCSPRos #HighCreditFullz #UKFULLZSORTCODE #shopukpros

All stuff will be provided fresh & never sold
Fast Delivery after payment proof
Payment Upfront in crypto only
No refund only Replacement

Contact Below:

T3l3gram- @ killhacks | @ leadsupplier
Wh@ts App - +1.. 727.. 788.. 6129
I C Q - 752822040 | @ killhacks
E mail - bigbull0334 @ onion mail . org
Skyp3 - @ peeterhacks

Anonymous said...

Hi Guy's

I'm selling fresh & Updated fullz pros of many countries
Mainly USA UK Canada Bulk Info Available

You can get samples for testing as well for bulk orders only
All info will be valid & provided with guarantee
Used, Invalid, Bad, Wrong & Unmatched fullz will be replace immediately

Real Docs DL Front Back with selfie also available in bulk
No sampling for id's, just provide you video proof or hidden info for proof

Payment only in crypto accepted
Stuff available in huge quantity

SSN DOB DL ADDRESS EMPLOYEE & BANK INFO USA FULLZ
SIN DOB ADDRESS MMN PHONE EMAIL FULLZ CANADA
NIN DOB ADDRESS PHONE EMAIL SORT CODE & ACCOUNT NUMBER FULLZ UK

Here we're available

What's App = +1.. 727... 788... 6129
Tele Gram = @ killhacks & @ leadsupplier
Skype = @ peeterhacks
E mail = dghacks2 at g mail dot com

Fullz USA SSN DOB DL & DL DOCS FRONT BACK with SELFIE
Fullz USA High Credit Scores
Fullz USA Business EIN Company
Fullz USA Young & Old Age
Fullz USA DL issue & expiry dates with SSN
Fullz USA DL MVR

Fullz UK NIN DOB ADDRESS
Fullz UK NIN DOB ADDRESS SORT CODE & ACCOUNT NUMBER
Fullz UK DL Front back with Selfie

Fullz CANADA SIN DOB ADDRESS PHONE
Fullz CANADA SIN DOB ADDRESS MMN EMAIL PHONE
Fullz CANADA DL Front back with selfie

Fullz CC with CVV USA UK CANADA
Dummps with Pin Track 101 & 202
Fresh Combos|IP's|Proxies
Fresh SMTP RDP C-panels
Fresh web-mailers

What's App = +1.. 727... 788... 6129
Tele Gram = @ killhacks & @ leadsupplier
Skype = @ peeterhacks
E mail = dghacks2 at g mail dot com

Many other stuff we can provide you
Contact us fast for fresh stuff & Fullz|Pros

#USAFULLZ #USASSNDOB #USASSNDOBDL #SSNDLFULLZ #USADLDOCS #EINPROS #CCUSA #CVVUSA
#NINUKFULLZ #UKNINDOBPROS #NINSORTCODEUK #UKPROSMMN #UKFULLZ
#CANADAFULLZ #CANADAPROS #CANADASIN #SINDOBPROS #SINDOBMMN #CANADASINMMN

Anonymous said...

FULLZ PROS LEADS AVAILABLE
USA UK CANADA
FRESH SPAMMED & GENUINE INFO
VERIFIED & GUARANTEED

What's App = +1.. 727... 788... 6129
Tele Gram = @ killhacks & @ leadsupplier
E mail = gilberthong04 at g mail dot com
Skype = @ peeterhacks

SSN FULLZ USA REAL DOCS ID|DL FRONT BACK
DL FULLZ MVR
UK NIN DOB ADDRESS SORT CODE FULLZ
UK NIN DOB DL ADDRESS MMN INFO PROS
UK CANADA RUS FR IT GR DL|ID FRONT BACK WITH SELFIE
PASSPORT PHOTOS WITH SELFIE

BUSINESS EIN COMPANY FULLZ PROS
YOUNG & OLD AGE FULLZ
HIGH CREDIT SCORES PROS FULLZ
SSN DOB DL FULLZ WITH ISSUE & EXPIRY DATES
DEAD FULLZ UK USA CANADA
CC WITH CVV FULLZ USA UK CANADA
GLOBAL DL|ID FRONT & BACK AVAILABLE WITH SELFIE

#USAFULLZ #USASSNDOB #USASSNDOBDL #SSNDLFULLZ #USADLDOCS #EINPROS #CCUSA #CVVUSA
#NINUKFULLZ #UKNINDOBPROS #NINSORTCODEUK #UKPROSMMN #UKFULLZ
#CANADAFULLZ #CANADAPROS #CANADASIN #SINDOBPROS #SINDOBMMN #CANADASINMMN

TOOLS & TUTORIALS AVAILABLE
CARDING METHODS
LOAN METHODS
SPAMMING STUFF
SCRIPTING & SCAM PAGES
COMBOS I.P'S & PROXIES
SERVER I.P'S & SMTP'S
DUMPS CASHOUT & CC CASHOUT METHODS

Anonymous said...

Selling Fullz USA UK CANADA TG @ killhacks
SSN NIN SIN
Fresh spammed available in bulk quantity

Contact us for the deals & discounts

What's App - +1.. 727... 788... 6129.
Tele Gram - @ leadsupplier - @ killhacks
Skype - @ peeterhacks
E mail - hackp007 at g mail dot com

Bulk quantity available with valid info guaranteed
USA UK Canada All Cities & States Fullz profiles Leads available
Verified & Genuine fullz

USA STUFF AVAILABLE
===================
SSN DOB DL Address Employee & Bank Info Fullz
Real DL DOCS Front Back with SSN
DL Fullz with MVR
DL fullz with issue & expiry Dates
Specific States|Cities|Gender|Age|Zip codes you can get as well
Young & Old fullz USA
Students Fullz with ssn in bulk quantity
Business EIN Company Fullz
W-2 Forms with dl, SSN & Back Statements
Passport Photos with Selfie
Fullz For DOORDASH|UBEREATS|SHOPLYFT|SBA|PUA|UI|FASFA
DL Scan Front back with Selfie
CC Fullz with CVV & Billing info
Dumps with Pins Trak 101 & 202
Latest Loan Methods & Carding Methods

#USAFULLZ #FULLZSSNDL #USASSNDOBDL #FULLZUSASSN
#PROSUSADL #SHOPCVVSELL #CCSELLCVV #PROSEINDL #DLMVR
#DLFRONTBACK #USAW2FORMDOCS #DUMPSCC #CVVDUMPS #DUMPSPINS

CANADA STUFF AVILABLE
=====================
SIN DOB ADDRESS fullz
SIN DOB ADDRESS MMN EMAIL & Phone Info Fullz
Canada Real DL Front Back with Selfie
Canada CC's with CVV Fullz
Canada Id All states
Passports with Selfie Docs

#CANADAFULZ #CANADASIN #SINMMN #CANADADLDOCS #CANANACVV
#CANADASINPROFILES #SINFULLZCANADA #SINMMNADDRESS
#SINDOBMMNADDRESS #CANADADLFORNTBACK #DLFRONTBACKCANADA

UK STUFF AVAILABLE
==================
UK NIN DOB ADDRESS Fullz
NIN DOB DL ADDRESS Fullz
NIN DOB SORCT CODE BANK ACOOUNT ADDRESS Fullz
Real UK ID's Pics
Original UK DL Front Back with Selfie Pros
UK Passports with Selfie
Bulk NIN Dob address Fullz
All UK states info fullz available

#UKFULLZ #NINUK #NINDOBUK #NINFULLZUK #NINFULLZ
#UKDLREALDOCS #UKDLFRONTBACK #NINDOBSORTCODE #UKSORTCODE
#SORTCODENINDOB #UKPROSSFULLZ #UKPROFILES

-----------------------------------------------------
What's App - +1.. 727... 788... 6129.
Tele Gram - @ leadsupplier - @ killhacks
Skype - @ peeterhacks
E mail - hackp007 at g mail dot com
-----------------------------------------------------

All info will be provided fresh, genuine & valid
Samples will be provided for bulk buyers
Fresh spammed data, never sold before
Used, Invalid, Wrong, Bad, Unmatched info will be replaced
Payment mode Crypto Only
Available every time
Payment upfront, stuff delivered after payment