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The Levels, Methodologies, Ideas & Features of Six Sigma
What Is Sigma?
Sigma means standard deviation. It is a statistical measure of dispersion. It uses past data to make judgments about how a certain process will perform in the future. If the data has a normal probability spread, the number of defects that would occur in the process over a period of time can be determined. This is dependent on the sigma level of the given process.
What Are Sigma Levels?
The sigma (standard deviation) is multiplied by the level numbers like 1, 2, 3, and onwards to determine a range. To understand this, let us assume that the average of the given data set is 10, while the sigma level is 2. In this scenario, sigma1 will have all the data points between 10 +/- 2 This means between 8 and 12. A sigma2 measure would include 10 +/- 2(2) all the data points between 6 and 14. This keeps going in the same manner. Normal distribution points are around the mean. So, all the points will be around the average. As we go higher up the sigma levels, the gains of productivity reduce.
Observations
- Sigma3 or less levels are not desired. Businesses with less than sigma3 levels won’t survive in a competitive market.
- Beyond Sigma3, the gains are fractional. They do make a considerable difference to the overall cost of quality.
To be a Six Sigma business, the processes should support this efficiency sustainably. Building such strong processes needs intelligence and effort.
Sigma Level
Defects/Million
Percentage Defects
1
691462
69%
2
308538
31%
3
66807
6.7%
4
6210
0.62%
5
233
0.023%
6
3.4
0.00034%
7
0.019
0.0000019%
Six Sigma Methodologies - DMAIC & IDOV
Six Sigma is process-oriented. The methodology is designed to improve business performance. This is done by improving strategic business processes. Two kinds of methodologies are available for bringing in improvements in processes.
Improvements are of two types. One is improving the existing process and the other is designing a new process from scratch. With an existing process, we use the DMAIC methodology. With a new process, the IDOV methodology is deployed.
DMAIC is a structured and iterative process improvement methodology. It focuses on defect reduction. IDOV is a rigorous approach to design processes that go beyond the expectations of the customer. It focuses on defect prevention altogether.
DMAIC Methodology
This acronym stands for the following:
Define
- Define the problem at hand.
- Define the customers and their requirements.
- Define the present potential/capability.
- Define the key processes that will impact the customer the most.
Measure
- Classify the statistical procedures to monitor the main processes.
- Arrange the plan for data collection.
- Always measure and quantify the process
Analyze
- Fix the analysis tools and methods that are to be used.
- Summarize and abridge the data that is measured.
- Analyze and determine the root causes and effects.
Improve
- Advance and implement.
- Developing processes/technology to answer the root cause(s).
- Test and validate the improvement.
Control
- Regulate and document the process.
- Implement the plan in place.
- Monitor the process and give feedback for continuous improvement.
DFSS (IDOV) Methodology
This acronym stands for:
Identify
- Develop a team.
- Create team charter.
- Gather VOC (Voice of the Customer).
- Perform competitive analysis.
- Develop CTQs (Critical to Quality) and formally tie design to VOC.
Design
- Identify functional requirements.
- Develop alternative concepts.
- Evaluate alternatives and select a best-fit concept.
- Deploy CTQs and predict sigma capability.
Optimize
- Determine process capability.
- Develop detailed design elements.
- Predict performance.
- Optimize design.
Verify
- The design should go through a process of testing and validation.
- Share relevant feedback with the manufacturing and sourcing to keep improving in the future.
Significant Concepts of Six Sigma
Types of Variables
See the equation - Y = f(X). Y is the dependent variable and it is dependent on variable X. With a change in the value of X, Y would also change. The following are the characteristics of both types of variables:
- Y is a dependent variable. It is the output of the process. It is based on the effects and symptoms. It is frequently monitored.
- X is an independent variable. It is the input of the process. It is based on the causes and problems. It is always controlled.
One must know if X or even Y requires improvement. If the variable is a Y, then all the Xs must be identified. Similarly, with all the independent variables that affect Y, we must focus on improving the Xs and in the process improve the Y. We should brainstorm with the team to identify as many Xs as can be. One can then perform a Pareto analysis or any other prioritization tool to find the Xs that impact our Y.
The Customer
The customer, whether internal or external, uses the output that the business produces. A customer could be any of the following:
- Internal – Employees and departments.
- Intermediate – People or departments that use the output for operations on the output.
- External – People out of the organization who use the output to satisfy their needs.
Customer Requirements
Customer requirements are the needs and expectations of the customer. These are in relation to the output that the business is producing and delivering. When a business meets customer requirements, it will result in a satisfied customer and vice versa. A disgruntled customer will always move away in the long run. Customer need are also known as the “Voice of the customer” - VOC.
Tools for Recognizing Customer Requirements
- One-to-one interviews
- A history of past complaints
- Surveys/Studies
- Focus groups
The following questions should also be asked:
- What are the needs of our customers?
- How does the customer perceive our process performance?
- How is the process performance measured by the customer?
- What is the expected performance level of the process?
- What can be improved?
Critical to Quality (CTQ)
CTQ means ‘Critical to Quality.’ These are all critical requirements of the output. CTQs should be derived from customer feedback. A CTQ could be on-time delivery or even accuracy. CTQs must be defined appropriately because they show us the quality parameters that relate to the wants and needs of the customer.
VOC to CTQ Conversion
Once we know the voice of the customer (VOC), we must arrive at Critical to Quality (CTQ) elements. This is done for customer requirements to be incorporated into our process. The output can be as desired by the customer.
Features of Six Sigma
Six Sigma is a management revolution. Many experts have defined the process in their own way. They have come up with a long list of features. Six Sigma is process-focused and data-driven. It ensures consistent quality.
The Six Sigma Equation is Y=f(x)
The equation given above is the crux of the Six Sigma philosophy. The components of the equation are:
- Y = Outputs are dependent variables
- X = Inputs are independent variables
- F = Function
It means that the outputs we get are the result of the inputs of the process. If the inputs are controlled with precision, the outputs will also be precise.
Data Driven
Here is how a usual Six Sigma project works:
- The Ys are clearly defined.
- A process map is used to understand the process.
- Statistical methods are used to know the impactful inputs. Some inputs are more important and must be controlled.
- The number of inputs must be known so as to get the desired outputs.
- A process created to monitor inputs should be added to the production. Outputs are also measured for compliance.
The Six Sigma process needs precise statistical controls. It uses numbers to define outputs, inputs, and also if the process is performing as envisaged.
Consistency
Six Sigma philosophy is all about being consistent. It needs persistence and sustenance. It focuses on the capability to deliver the same results consistently, and with zero variance. Data is used to know how the process should work. Numbers are then used to know if a process is functioning the way it should.
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D – Z Alphabet T-Shirts Online
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jQuery(document).ready(function($) var data = action: 'polyxgo_products_search', type: 'Product', keywords: 'y', orderby: 'rand', order: 'DESC', template: '1', limit: '4', columns: '4', viewall:'Shop All', ; jQuery.post(spyr_params.ajaxurl,data, function(response) var obj = jQuery.parseJSON(response); jQuery('#thelovesof_y').html(obj); jQuery('#thelovesof_y img.swiper-lazy:not(.swiper-lazy-loaded)' ).each(function () var img = jQuery(this); img.attr("src",img.data('src')); img.addClass( 'swiper-lazy-loaded' ); img.removeAttr('data-src'); ); ); );
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Living off the Jungle, Wild Foods Tour https://youtu.be/959H49CeDtY This video is a tour of all the wild foods we ate while in the jungle doing survival skills. There is a massive abundance of food in the jungle. SIGMA 3 is quickly growing to the largest survival school in the world and we need your help spreading the word. Please share these videos on other forums, with other self reliance minded people. That is the best way you can help support this channel. We also run a survival store, and all gear sales goes to increase the quality of these video productions. And to expand to other locations across the world. We are opening up new training locations all over the US and elsewhere. We need your support in spreading self reliance all over the globe! These are skills everyone needs for hard times and it is our goal at SIGMA 3 to either train or equip as many people as possible worldwide. With the survival instructor program going full blast, we are coming to an area near you before too long! Support SIGMA 3 Survival and help us train more students to be self-reliant everyday! SIGMA 3 Survival Store: For world class survival gear tested by our instructors and approved by Sigma 3 instructors visit our Survival Store http://survivalgear.us Sigma 3 Survival Links: Survival School Website- http://ift.tt/1p6N0mm Survival Training Schedule- http://ift.tt/1tHuPsJ Facebook Fan Page- http://ift.tt/1p6N31r Facebook Group SIGMA 3 Survival University- http://ift.tt/1uf5auC Become a SIGMA 3 Instructor- http://ift.tt/1tHuS7K If you found Sigma3’s video helpful. You should support us and check out our gear in the online shop. We offer Warbonnett Hammock Systems, Sigmora Survival Knives, and much more high quality survival gear. Sigma3 Survival Systems: https://survivalgear.us Custom High End Gear: Warbonnet Blackbird XLC (Ultimate Hammock System) - http://ift.tt/2vhc8kD The SIGMORA "Ultimate Bushcraft Blade" - http://ift.tt/2wH6Anb The Standard "Heavy Duty Survival Knife" - http://ift.tt/2vhEHhX Warbonnet SuperFly Tarp - http://ift.tt/2wGCn7K WeatherWool Anorak - http://ift.tt/2vhEtXV WeatherWool Pants - http://ift.tt/2wGX9nu Best Value Survival Gear: 40oz Sigma 3 Klean Kanteen Wide - http://ift.tt/2vhEJq5 6 Pack Belisle #160 Super - http://ift.tt/2wGHFAa All Weather Notebook - http://ift.tt/2vhyGBD Aqua Quest Defender Medium Olive Tarp 10x7 - http://ift.tt/2wGRApp Aqua Quest Defender Square Camo Tarp 10x10 - http://ift.tt/2vhuYbn Fjallraven Greenland Wax - http://ift.tt/2wGUACe Fjallraven Vidda Pro Trousers Regular - http://ift.tt/2vhykeC Hults Bruk Almike Hatchet - http://ift.tt/2wGzBiH Mora Bushcraft Ultimate - http://ift.tt/2vhJQq6 Mora Companion HD - http://ift.tt/2wGJzAx NDuR 9 Piece Cookware Mess Kit with Kettle - http://ift.tt/2vhedNH Paracord Bracelet Kit - http://ift.tt/2wHhYiC Silky Pocket Boy - http://ift.tt/2vhsd9S Silky Ultra Accel - http://ift.tt/2wGnguO Snugpak Basecamp OPS Sleeper Expedition - http://ift.tt/2vhTXuY Snugpak Basecamp OPS Sleeper Extreme - http://ift.tt/2wH6ADH Snugpak Basecamp OPS Sleeper Lite - http://ift.tt/2vhGHqo หาธุรกิจ ขนาด เล็ก ที่ น่า ลงทุนอยากมี “ธุรกิจ ขนาด เล็ก ที่ น่า ลงทุน” เริ่มต้นยังไงดี. เริ่มต้นธุรกิจ ขนาด เล็ก ที่ น่า ลงทุนทำแนะนำ ธุรกิจ ที่ น่า สนใจแนะนำ ธุรกิจ ที่ น่า สนใจธุรกิจ sme ที่น่าสนใจอิสระบนโลกออนไลน์เข้าถึงทุกกลุ่มเป้าหมาย เป็นธุรกิจ sme ที่น่าสนใจที่มีความอิสระในตัวสูงมาก มีข้อดีมากกว่าข้อเสียการลงทุนใน แนะนำ ธุรกิจ ที่ น่า สนใจคุ้มค่าใช้งบประมาณน้อยกว่าธุรกิจแบบอื่นและได้ลูกค้าตามกลุ่มเป้าหมาย. Line: Love-Quotes โทร 094-3399030
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New Kitchen Wall Unit, Complete, Sigma3, Heritage Grey http://rover.ebay.com/rover/1/710-53481-19255-0/1?ff3=2&toolid=10044&campid=5337478835&customid=&lgeo=1&vectorid=229508&item=253069118738
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Similar parameters in rapidminer
#Parameters measure_types This parameter is used for selecting the type of measure to be used for calculating similarity. following options are available: mixed measures, nominal measures, numerical measures and Bregman divergences. @@@@@ mixed_measure This parameter is available if the measure type parameter is set to 'mixed measures'. The only available option is the 'Mixed Euclidean Distance' @@@@ nominal_measure This parameter is available if the measure type parameter is set to 'nominal measures'. This option cannot be applied if the input ExampleSet has numerical attributes. In this case the 'numerical measure' option should be selected. @@@@@ numerical_measure This parameter is available if the measure type parameter is set to 'numerical measures'. This option cannot be applied if the input ExampleSet has nominal attributes. In this case the 'nominal measure' option should be selected. @@@@ divergence This parameter is available if the measure type parameter is set to 'bregman divergences'. @@@@@ kernel_type This parameter is only available if the numerical measure parameter is set to 'Kernel Euclidean Distance'. The type of the kernel function is selected through this parameter. Following kernel types are supported: dot: The dot kernel is defined by k(x,y)=x*y i.e.it is the inner product of x and y. radial: The radial kernel is defined by exp(-g ||x-y||^2) where g is the gamma that is specified by the kernel gamma parameter. The adjustable parameter gamma plays a major role in the performance of the kernel, and should be carefully tuned to the problem at hand. polynomial: The polynomial kernel is defined by k(x,y)=(x*y+1)^d where d is the degree of the polynomial and it is specified by the kernel degree parameter. The Polynomial kernels are well suited for problems where all the training data is normalized. neural: The neural kernel is defined by a two layered neural net tanh(a x*y+b) where a is alpha and b is the intercept constant. These parameters can be adjusted using the kernel a and kernel b parameters. A common value for alpha is 1/N, where N is the data dimension. Note that not all choices of a and b lead to a valid kernel function. sigmoid: This is the sigmoid kernel. Please note that the sigmoid kernel is not valid under some parameters. anova: This is the anova kernel. It has the adjustable parameters gamma and degree. epachnenikov: The Epanechnikov kernel is this function (3/4)(1-u2) for u between -1 and 1 and zero for u outside that range. It has the two adjustable parameters kernel sigma1 and kernel degree. gaussian_combination: This is the gaussian combination kernel. It has the adjustable parameters kernel sigma1, kernel sigma2 and kernel sigma3. multiquadric: The multiquadric kernel is defined by the square root of ||x-y||^2 + c^2. It has the adjustable parameters kernel sigma1 and kernel sigma shift. @@@@@ kernel_gamma This is the SVM kernel parameter gamma. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to radial or anova. @@@@@ kernel_sigma1 This is the SVM kernel parameter sigma1. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to epachnenikov, gaussian combination or multiquadric. @@@@@ kernel_sigma2 This is the SVM kernel parameter sigma2. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to gaussian combination. @@@@@ kernel_sigma3 This is the SVM kernel parameter sigma3. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to gaussian combination. @@@@@ kernel_shift This is the SVM kernel parameter shift. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to multiquadric. @@@@@@ kernel_degree This is the SVM kernel parameter degree. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to polynomial, anova or epachnenikov. @@@@@ kernel_a This is the SVM kernel parameter a. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to neural. @@@@@@ kernel_b This is the SVM kernel parameter b. This parameter is only available when the numerical measure parameter is set to 'Kernel Euclidean Distance' and the kernel type parameter is set to neural. #keep_reading
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Living off the Jungle, Wild Foods Tour
Living off the Jungle, Wild Foods Tour This video is a tour of all the wild foods we ate while in the jungle doing survival skills. There is a massive abundance of food in the jungle. SIGMA 3 is quickly growing to the largest survival school in the world and we need your help spreading the word. Please share these videos on other forums, with other self reliance minded people. That is the best way you can help support this channel. We also run a survival store, and all gear sales goes to increase the quality of these video productions. And to expand to other locations across the world. We are opening up new training locations all over the US and elsewhere. We need your support in spreading self reliance all over the globe! These are skills everyone needs for hard times and it is our goal at SIGMA 3 to either train or equip as many people as possible worldwide. With the survival instructor program going full blast, we are coming to an area near you before too long! Support SIGMA 3 Survival and help us train more students to be self-reliant everyday! SIGMA 3 Survival Store: For world class survival gear tested by our instructors and approved by Sigma 3 instructors visit our Survival Store http://survivalgear.us Sigma 3 Survival Links: Survival School Website- http://ift.tt/1p6N0mm Survival Training Schedule- http://ift.tt/1tHuPsJ Facebook Fan Page- http://ift.tt/1p6N31r Facebook Group SIGMA 3 Survival University- http://ift.tt/1uf5auC Become a SIGMA 3 Instructor- http://ift.tt/1tHuS7K If you found Sigma3’s video helpful. You should support us and check out our gear in the online shop. We offer Warbonnett Hammock Systems, Sigmora Survival Knives, and much more high quality survival gear. Sigma3 Survival Systems: https://survivalgear.us Custom High End Gear: Warbonnet Blackbird XLC (Ultimate Hammock System) - http://ift.tt/2vhc8kD The SIGMORA "Ultimate Bushcraft Blade" - http://ift.tt/2wH6Anb The Standard "Heavy Duty Survival Knife" - http://ift.tt/2vhEHhX Warbonnet SuperFly Tarp - http://ift.tt/2wGCn7K WeatherWool Anorak - http://ift.tt/2vhEtXV WeatherWool Pants - http://ift.tt/2wGX9nu Best Value Survival Gear: 40oz Sigma 3 Klean Kanteen Wide - http://ift.tt/2vhEJq5 6 Pack Belisle #160 Super - http://ift.tt/2wGHFAa All Weather Notebook - http://ift.tt/2vhyGBD Aqua Quest Defender Medium Olive Tarp 10x7 - http://ift.tt/2wGRApp Aqua Quest Defender Square Camo Tarp 10x10 - http://ift.tt/2vhuYbn Fjallraven Greenland Wax - http://ift.tt/2wGUACe Fjallraven Vidda Pro Trousers Regular - http://ift.tt/2vhykeC Hults Bruk Almike Hatchet - http://ift.tt/2wGzBiH Mora Bushcraft Ultimate - http://ift.tt/2vhJQq6 Mora Companion HD - http://ift.tt/2wGJzAx NDuR 9 Piece Cookware Mess Kit with Kettle - http://ift.tt/2vhedNH Paracord Bracelet Kit - http://ift.tt/2wHhYiC Silky Pocket Boy - http://ift.tt/2vhsd9S Silky Ultra Accel - http://ift.tt/2wGnguO Snugpak Basecamp OPS Sleeper Expedition - http://ift.tt/2vhTXuY Snugpak Basecamp OPS Sleeper Extreme - http://ift.tt/2wH6ADH Snugpak Basecamp OPS Sleeper Lite - http://ift.tt/2vhGHqo https://youtu.be/959H49CeDtY อยากมีอยากหารายได้เสริมหลักแสน หลักล้าน คุณทำได้ งานลงทุนออนไลน์ ใช้โซเชี่ยล100% สร้างอยากมีอยากหารายได้เสริม 6หลักใน3เดือน7หลักใน1ปี เรียนรู้วิธี จากประสบการณ์จริง หาธุรกิจน่าทำ ที่ น่า ลงทุน ใน ปัจจุบันอยากมี “ธุรกิจน่าทำ ที่ น่า ลงทุน ใน ปัจจุบัน” เริ่มต้นยังไงดี. เริ่มต้นธุรกิจ ที่ น่า ลงทุน ใน ปัจจุบันทำอาชีพ หาธุรกิจส่วนตัว อยากมี “ธุรกิจส่วนตัว” เริ่มต้นยังไงดี. เริ่มต้นธุรกิจน่าทำส่วนตัว ทำธุรกิจออนไลน์ การทําธุรกิจบนอินเตอร์เน็ตธุรกิจน่าทำอิสระบนโลกงานออนไลน์ทำที่บ้าน รายได้พิเศษออนไลน์เข้าถึงทุกกลุ่มเป้าหมาย เป็นธุรกิจน่าทำที่มีความอิสระในตัวสูงมาก มีข้อดีมากสำหรับการลงทุนใน ธุรกิจออนไลน์ คุ้มค่า. Line: Love-Quotes โทร 094-3399030
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Living off the Jungle, Wild Foods Tour
Living off the Jungle, Wild Foods Tour This video is a tour of all the wild foods we ate while in the jungle doing survival skills. There is a massive abundance of food in the jungle. SIGMA 3 is quickly growing to the largest survival school in the world and we need your help spreading the word. Please share these videos on other forums, with other self reliance minded people. That is the best way you can help support this channel. We also run a survival store, and all gear sales goes to increase the quality of these video productions. And to expand to other locations across the world. We are opening up new training locations all over the US and elsewhere. We need your support in spreading self reliance all over the globe! These are skills everyone needs for hard times and it is our goal at SIGMA 3 to either train or equip as many people as possible worldwide. With the survival instructor program going full blast, we are coming to an area near you before too long! Support SIGMA 3 Survival and help us train more students to be self-reliant everyday! SIGMA 3 Survival Store: For world class survival gear tested by our instructors and approved by Sigma 3 instructors visit our Survival Store http://survivalgear.us Sigma 3 Survival Links: Survival School Website- http://ift.tt/1p6N0mm Survival Training Schedule- http://ift.tt/1tHuPsJ Facebook Fan Page- http://ift.tt/1p6N31r Facebook Group SIGMA 3 Survival University- http://ift.tt/1uf5auC Become a SIGMA 3 Instructor- http://ift.tt/1tHuS7K If you found Sigma3’s video helpful. You should support us and check out our gear in the online shop. We offer Warbonnett Hammock Systems, Sigmora Survival Knives, and much more high quality survival gear. Sigma3 Survival Systems: https://survivalgear.us Custom High End Gear: Warbonnet Blackbird XLC (Ultimate Hammock System) - http://ift.tt/2vhc8kD The SIGMORA "Ultimate Bushcraft Blade" - http://ift.tt/2wH6Anb The Standard "Heavy Duty Survival Knife" - http://ift.tt/2vhEHhX Warbonnet SuperFly Tarp - http://ift.tt/2wGCn7K WeatherWool Anorak - http://ift.tt/2vhEtXV WeatherWool Pants - http://ift.tt/2wGX9nu Best Value Survival Gear: 40oz Sigma 3 Klean Kanteen Wide - http://ift.tt/2vhEJq5 6 Pack Belisle #160 Super - http://ift.tt/2wGHFAa All Weather Notebook - http://ift.tt/2vhyGBD Aqua Quest Defender Medium Olive Tarp 10x7 - http://ift.tt/2wGRApp Aqua Quest Defender Square Camo Tarp 10x10 - http://ift.tt/2vhuYbn Fjallraven Greenland Wax - http://ift.tt/2wGUACe Fjallraven Vidda Pro Trousers Regular - http://ift.tt/2vhykeC Hults Bruk Almike Hatchet - http://ift.tt/2wGzBiH Mora Bushcraft Ultimate - http://ift.tt/2vhJQq6 Mora Companion HD - http://ift.tt/2wGJzAx NDuR 9 Piece Cookware Mess Kit with Kettle - http://ift.tt/2vhedNH Paracord Bracelet Kit - http://ift.tt/2wHhYiC Silky Pocket Boy - http://ift.tt/2vhsd9S Silky Ultra Accel - http://ift.tt/2wGnguO Snugpak Basecamp OPS Sleeper Expedition - http://ift.tt/2vhTXuY Snugpak Basecamp OPS Sleeper Extreme - http://ift.tt/2wH6ADH Snugpak Basecamp OPS Sleeper Lite - http://ift.tt/2vhGHqo https://youtu.be/959H49CeDtY ศูนย์ jeunesse ธุรกิจ อาหาร ทำ เงิน ที่ น่า สนใจjeunesse ธเนตร วงษาธุรกิจมาแรงแห่งยุค ด้วยนวัตกรรมใหม่ Luminesce Stem Cell Growth Factor Technology สร้างหารายได้เสริมทางเน็ตหลักหมื่น-แสน บาท/เดือน. สร้างอาชีพ หางานรายได้เสริม 6หลักใน3เดือน7หลักใน1ปี Jeunesse jeunesse ดีอย่างไร ธุรกิจ อาหาร ทำ เงิน ที่ น่า สนใจทำเงินมาแรงที่ สุด, แผนธุรกิจ,ผลประโยนช์, อาชีพ หางานรายได้เสริม ,ท่อง เทียวรอบโลก Line: Victorywinwin Tel 094-3399030 http://ift.tt/1riEetx
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