Implementing a modern data architecture provides a scalable method to integrate data from disparate sources. By organizing data by business domains instead of infrastructure, each domain can choose tools that suit their needs. Organizations can maximize the value of their modern data architecture with generative AI solutions while innovating continuously.
The natural language capabilities allow non-technical users to query data through conversational English rather than complex SQL. However, realizing the full benefits requires overcoming some challenges. The AI and language models must identify the appropriate data sources, generate effective SQL queries, and produce coherent responses with embedded results at scale. They also need a user interface for natural language questions.
Overall, implementing a modern data architecture and generative AI techniques with AWS is a promising approach for gleaning and disseminating key insights from diverse, expansive data at an enterprise scale. The latest offering for generative AI from AWS is Amazon Bedrock, which is a fully managed service and the easiest way to build and scale generative AI applications with foundation models. AWS also offers foundation models through Amazon SageMaker JumpStart as Amazon SageMaker endpoints. The combination of large language models (LLMs), including the ease of integration that Amazon Bedrock offers, and a scalable, domain-oriented data infrastructure positions this as an intelligent method of tapping into the abundant information held in various analytics databases and data lakes.
In the post, we showcase a scenario where a company has deployed a modern data architecture with data residing on multiple databases and APIs such as legal data on Amazon Simple Storage Service (Amazon S3), human resources on Amazon Relational Database Service (Amazon RDS), sales and marketing on Amazon Redshift, financial market data on a third-party data warehouse solution on Snowflake, and product data as an API. This implementation aims to enhance the productivity of the enterprise’s business analytics, product owners, and business domain experts. All this achieved through the use of generative AI in this domain mesh architecture, which enables the company to achieve its business objectives more efficiently. This solution has the option to include LLMs from JumpStart as a SageMaker endpoint as well as third-party models. We provide the enterprise users with a medium of asking fact-based questions without having an underlying knowledge of data channels, thereby abstracting the complexities of writing simple to complex SQL queries.
A modern data architecture on AWS applies artificial intelligence and natural language processing to query multiple analytics databases. By using services such as Amazon Redshift, Amazon RDS, Snowflake, Amazon Athena, and AWS Glue, it creates a scalable solution to integrate data from various sources. Using LangChain, a powerful library for working with LLMs, including foundation models from Amazon Bedrock and JumpStart in Amazon SageMaker Studio notebooks, a system is built where users can ask business questions in natural English and receive answers with data drawn from the relevant databases.
The following diagram illustrates the architecture.
The hybrid architecture uses multiple databases and LLMs, with foundation models from Amazon Bedrock and JumpStart for data source identification, SQL generation, and text generation with results.
The following diagram illustrates the specific workflow steps for our solution.
The steps are follows:
A business user provides an English question prompt.
An AWS Glue crawler is scheduled to run at frequent intervals to extract metadata from databases and create table definitions in the AWS Glue Data Catalog. The Data Catalog is input to Chain Sequence 1 (see the preceding diagram).
LangChain, a tool to work with LLMs and prompts, is used in Studio notebooks. LangChain requires an LLM to be defined. As part of Chain Sequence 1, the prompt and Data Catalog metadata are passed to an LLM, hosted on a SageMaker endpoint, to identify the relevant database and table using LangChain.
The prompt and identified database and table are passed to Chain Sequence 2.
LangChain establishes a connection to the database and runs the SQL query to get the results.
The results are passed to the LLM to generate an English answer with the data.
The user receives an English answer to their prompt, querying data from different databases.
This following sections explain some of the key steps with associated code. To dive deeper into the solution and code for all steps shown here, refer to the GitHub repo. The following diagram shows the sequence of steps followed:
You can use any databases that are compatible with SQLAlchemy to generate responses from LLMs and LangChain. However, these databases must have their metadata registered with the AWS Glue Data Catalog. Additionally, you will need to have access to LLMs through either JumpStart or API keys.
Connect to databases using SQLAlchemy
LangChain uses SQLAlchemy to connect to SQL databases. We initialize LangChain’s SQLDatabase function by creating an engine and establishing a connection for each data source. The following is a sample of how to connect to an Amazon Aurora MySQL-Compatible Edition serverless database and include only the employees table:
Next, we build prompts used by Chain Sequence 1 to identify the database and the table name based on the user question.
Generate dynamic prompt templates
We use the AWS Glue Data Catalog, which is designed to store and manage metadata information, to identify the source of data for a user query and build prompts for Chain Sequence 1, as detailed in the following steps:
We build a Data Catalog by crawling through the metadata of multiple data sources using the JDBC connection used in the demonstration.
With the Boto3 library, we build a consolidated view of the Data Catalog from multiple data sources. The following is a sample on how to get the metadata of the employees table from the Data Catalog for the Aurora MySQL database:
A consolidated Data Catalog has details on the data source, such as schema, table names, and column names. The following is a sample of the output of the consolidated Data Catalog:
We pass the consolidated Data Catalog to the prompt template and define the prompts used by LangChain:
Chain Sequence 1: Detect source metadata for the user query using LangChain and an LLM
We pass the prompt template generated in the previous step to the prompt, along with the user query to the LangChain model, to find the best data source to answer the question. LangChain uses the LLM model of our choice to detect source metadata.
Use the following code to use an LLM from JumpStart or third-party models:
The generated text contains information such as the database and table names against which the user query is run. For example, for the user query “Name all employees with birth date this month,” generated_text has the information database == rdsmysql and database.table == rdsmysql.employees.
Next, we pass the details of the human resources domain, Aurora MySQL database, and employees table to Chain Sequence 2.
Chain Sequence 2: Retrieve responses from the data sources to answer the user query
Next, we run LangChain’s SQL database chain to convert text to SQL and implicitly run the generated SQL against the database to retrieve the database results in a simple readable language.
We start with defining a prompt template that instructs the LLM to generate SQL in a syntactically correct dialect and then run it against the database:
Finally, we pass the LLM, database connection, and prompt to the SQL database chain and run the SQL query:
For example, for the user query “Name all employees with birth date this month,” the answer is as follows:
After you run the modern data architecture with generative AI, make sure to clean up any resources that won’t be utilized. Shut down and delete the databases used (Amazon Redshift, Amazon RDS, Snowflake). In addition, delete the data in Amazon S3 and stop any Studio notebook instances to not incur any further charges. If you used JumpStart to deploy an LLM as a SageMaker real-time endpoint, delete endpoint through either the SageMaker console or Studio.
In this post, we integrated a modern data architecture with generative AI and LLMs within SageMaker. This solution uses various text-to-text foundation models from JumpStart as well as third-party models. This hybrid approach identifies data sources, writes SQL queries, and generates responses with query results. It uses Amazon Redshift, Amazon RDS, Snowflake, and LLMs. To improve the solution, you could add more databases, a UI for English queries, prompt engineering, and data tools. This could become an intelligent, unified way to get insights from multiple data stores. To dive deeper into the solution and the code shown in this post, check out the GitHub repo . Also, refer to Amazon Bedrock for use cases on generative AI, foundation models, and large language models.
SQL (Generated by LLM)
Sales & Marketing
How many ticket sales are there?
SELECT COUNT(*) AS total_sales
There are 172,456 ticket sales.
Sales & Marketing
What was the total commission for the ticket sales in the year 2008?
SELECT SUM(commission) AS total_commission
WHERE EXTRACT(YEAR FROM saletime) = 2008
The total commission for ticket sales in the year 2008 was $16,614,814.65.
How many frauds happened in the year 2023?
WHERE extract(year from write_time) = 2023 AND fraud = 1;
There were 164 fraud claims in 2023.
How many policies were claimed this year?
There were 5000 claims made this year.
Amazon Aurora MySQL
Name all employees with birth date this month
SELECT * FROM employees
WHERE MONTH(birth_date) = MONTH(CURRENT_DATE());
The employees with birthdays this month are:
Amazon Aurora MySQL
How many employees were hired before 1990?
SELECT COUNT(*) AS ‘Number of employees hired before 1990’
WHERE hire_date < ‘1990-01-01’
29 employees were hired before 1990.
Finance and Investments
Which stock performed the best and the worst in May of 2013?
SELECT name, MAX(close) AS max_close, MIN(close) AS min_close
WHERE date BETWEEN ‘2013-05-01’ AND ‘2013-05-31’
GROUP BY name
ORDER BY max_close DESC, min_close ASC
The stock that performed the best in May 2013 was AnySock1 (ASTOCK1) with a maximum closing price of $842.50. The stock that performed the worst was AnySock2 (ASTOCK2) with a minimum closing price of $3.22.
Finance and Investments
What is the average volume stocks traded in July of 2013?
SELECT AVG(volume) AS average_volume
WHERE date BETWEEN ‘2013-07-01’ AND ‘2013-07-31’
The average volume of stocks traded in July 2013 was 4,374,177
Product – Weather
What is the weather like right now in New York City in degrees Fahrenheit?
About the Authors
Navneet Tuteja is a Data Specialist at Amazon Web Services. Before joining AWS, Navneet worked as a facilitator for organizations seeking to modernize their data architectures and implement comprehensive AI/ML solutions. She holds an engineering degree from Thapar University, as well as a master’s degree in statistics from Texas A&M University.
Sovik Kumar Nath is an AI/ML solution architect with AWS. He has extensive experience designing end-to-end machine learning and business analytics solutions in finance, operations, marketing, healthcare, supply chain management, and IoT. Sovik has published articles and holds a patent in ML model monitoring. He has double masters degrees from the University of South Florida, University of Fribourg, Switzerland, and a bachelors degree from the Indian Institute of Technology, Kharagpur. Outside of work, Sovik enjoys traveling, taking ferry rides, and watching movies.
Read MoreAWS Machine Learning Blog


text: Hello all. I used to frequent writing forums quite a bit. I think I may have even been a member here at one point, but I don't recall my username if I was. Recently, I decided to give writing another shot after battling Major Depression Disorder/Generalized Anxiety Disorder for a number of years. It completely sapped my passion for reading and writing, along with my will to live. Anyway, I wrote a new story and ended up selling it a few months later to a market I've always wanted to get into, so that gave me a boost of confidence and I found my passion for all of this steadily returning. It's still a struggle to get out of bed every day, let alone write, but hopefully getting back into a community of writers again will give me something to live for. Thanks for having me.

domain: literature


text:
Homepage > Funny pictures > graphic
graphicSubscribers: 0 Posts: 6 Posts' rating: -2.2
I wanna post something funny!
graphics graphic graphic design help webdesign art artists artist sandbox deleted ...webdevelopment
Heya I also came to this site to not only share my HDD but also I am in search of a graphic designer for a site i'm soon to be launching. If possible contact me on twitter or here :). I attached an image of something similar i want.

domain: artistic


text:
Cambodia’s Cham and Buddhists – a Special Relationship
Ysa Osman describes the very special 300 year history of the Cham in Cambodia and the factors that have made their relationship with their majority Buddhist neighbors a largely peaceful one. He views the particular form of Islam practiced historically by the Imam Sann Cham as peaceful, open and accepting just like their Buddhist neighbors. Also the historic physical proximity of different ethnic communities and current mixing in the school system has contributed to people knowing one another well. Besides he feels that the government in Cambodia has never used religious difference as a tool to accumulate power, as is perhaps true in neighboring countries. Extremism, when it has raised its head the very few times has always come from an influence of outside groups with different belief systems. The Imam Sann Cham cling to their values, their pacific form of interpreting and practicing Islam as well as their ancient language.

domain: sociology


Tottenham deny takeover talk
LONDON, Sept 11 (Reuters) - Tottenham Hotspur, who need to find the money to pay for a new stadium, on Thursday denied a newspaper report that owner Joe Lewis was seeking to sell the English Premier League club.
"Contrary to recent press speculation, neither the Club, nor its majority shareholder, are in any takeover discussions and the focus of the club is fully on delivering the new stadium project," the north London club said in a statement.
Spurs have hired investment bank Rothschild to advise on the options to finance their planned move to a new 58,000-capacity stadium next to their current White Hart Lane ground.
The stadium development is expected to cost between 400 and 450 million pounds.
The Daily Mirror newspaper had reported that Lewis was ready to sell the club but added that he was seeking a price as high as 1 billion pounds ($1.6 billion). Lewis took control of the club in 2001.
A legal wrangle means Spurs are unlikely to be able to move to the new stadium in time for the 2017-18 season, meaning they will have to find a temporary home for a year.
(1 US dollar = 0.6154 British pound) (Writing by Keith Weir, 44 20 7542 8022; editing by Clare Lovell)
Sorry we are not currently accepting comments on this article.


There were no winners at the COP26 climate summit in Glasgow on Saturday. The world has a long way to go before climate targets are met and celebrations can begin. Ten years; 20; 30? Countdown to catastrophe? We will know soon. World leaders won’t wager a bet yet. They may be in agreement to cool the planet and ensuring temperatures do not rise above 1.5ºC in the medium term. How do we get there is the question. Some deal, any deal was the objective as discussions went cold after assembled protesters and activists had dispersed or made statements from the virtual havens. Climate regulars from Gen Z and Y like Greta Thunberg blamed politicians and governments for failing future generations and the planet. We’ve heard that before. Let’s move on. The venue may have been different but the script remained the same. Former US president Barack Obama also made an appearance but offered little by way of solutions.
A watered-down agreement was finally reached on Saturday evening which fell way short of what needs to be done to reverse the effects of climate change while saving lives and the planet. All this was happening as floods continued to wreak havoc in India as the monsoons extend into the winter months. Forecasters are unable to predict the trajectory of the rains this year and the result is disaster for global cities like Chennai in south India. It is normal to cast the blame on climate change, though unchecked human development on water bodies and farmland is the primary reason for our cities being flooded. The truth is: we are unprepared for these changes in weather. The air and our oceans are getting warmer. Our landmass is parched or flooded. We are swinging between extreme weather which makes our world inhabitable.
So what did the just concluded COP26 climate summit really achieve, high-profile billing notwithstanding? It succeeded in renewing commitments on reducing emissions but was largely ineffective in enforcing its writ on governments. Such groupings, in fact, lack executive teeth. The question, therefore, arises: why should sovereign governments listen and be bound by these deliberations or agreements. Even the UN hasn’t been able to enforce any agreement, forget prevent war. Climate justice for the poor is what the moral goal should be while battling social inequality. In principle, countries agree that climate change is real. Combatting it together demands political will. To reach any agreement, the developed world must provide incentives and funds to developing countries to swiftly make the shift to green technology. Funds must be earmarked for this purpose and spelt out before any deal can be reached. Until that happens, climate summits will serve no real purpose even as activists and lobbyists have a field day.
Many residents have taken a third booster dose. Some have even taken a fourth. All this has been for free as the government opened its coffers for the sake of public health
Today, it’s not uncommon to spot images of UAE royals on social media reaching out to common men and women and hailing them for their extraordinary acts of courage and resilience


text:
A sample of more animal mandala coloring pages to print are below. Click on a animal mandala to print the coloring page, or return to the Animal Mandala coloring pages index here.
Bird Mandala Coloring Page – Patterned Bird, Parrot to Color
Color this bird mandala! Parrot coloring page has patterns so you can use the whole box of crayons! Bird coloring is free to print at Coloring Buddy.
Related Coloring Pages
What insect is more beautiful than a butterfly? View all the butterflies... Read more


text:
From birth to six years, children learn the most and at the highest rate that they will in their entire lives.
In their infancy their waking hours are spent learning through all their senses: looking, listening, touching, smelling, and putting things in their mouth. It is in this manner that they become familiar with and make sense of their environment. They are like sponges, soaking up information and understanding the form and function of their surroundings.
These early days are the ideal opportunities to provide materials and activities that engage their senses and capture their curiosity. Exploring things freely and independently, albeit safely, is what forms the basis of becoming a lifelong learner. Children develop a sense of confidence towards trying new experiences, without fear or being concerned about 'getting it right'. They persevere until they master a skill and this attitude to life opens up the world as a place of infinite wonder all worth exploring.
Young children strive to be like the grown-ups around them, being able to feed, dress, wash themselves and be helpful in everyday life. Involving them in simple household chores contributes towards their building a self-image of being valued and productive members of their group. Their confidence in their ability to try things, persevere, and be helpful is key to all future learning. Given these simple experiences at home, children are ready for Preschool or an Early Years program.
It is natural for children to experience anxiety as they move from a familiar home environment to an unfamiliar school environment. Early Years programs provide the steps necessary for children to make this transition smoothly. Children's anxieties about separation from parents are addressed with care and patience to develop trusting relationships at school. With trust secured the children feel safe and ready to learn the routines of school life as a part of a bigger group.
The Primary Years Programme (PYP) is part of the International Baccalaureate curriculum that is designed for children from 3+ to 11+ years of age. The PYP furthermore recognizes and provides for the specific needs of learners in the Early Years. The program focuses on laying the foundation for lifelong learning by providing a safe and engaging environment; recognizing play as a powerful path to learning; creating relationships that are caring and supportive of children's exploration and expression, and supporting children's curiosity with the continuous provision of meaningful opportunities to deepen children's learning.
The writer is Early Years Teacher, International School Dhaka.

domain: psychology


Russell Wilson is ready to admit that there is someone special in his life, but he's remaining tightlipped as to who that special person is.
Speaking to ET's Nischelle Turner at the White House Correspondents' Dinner, the Seattle Seahawks quarterback coyly deflected questions about his supposed relationship with singer Ciara.
NEWS: The Best Zingers From Cecily Strong's White House Correspondents' Dinner Speech
"There's been a lot of talk about your personal life. Are you dating anyone special?" Nischelle asked the 26-year-old football star.
"That's why it's my personal life, I don't talk about it too much," Wilson said, smiling. "But, there is someone in mind. I'll say that."
"Does her name begin with a 'C'?" Nischelle asked, looking to get a little more out of the young athlete.
"Who knows? I'm not a great speller," Wilson said, laughing. It's clear he's got someone, but he's not ready to confirm much right now.
NEWS: The Top 7 Sexiest Super Bowl Studs From Each Team
As for his date that night, Wilson brought his grandmother Carolyn, who said she was honored to attend with her grandson.
"I just love her to death," Wilson said of his grandma. "Obviously to bring her tonight is something really special to me. I was fortunate enough to bring my mom last year, and this year I get to bring the most genuine woman in the world, that I know, so to have her here is very special."
NEWS: 'Luther the Anger Translator' Assists Obama at White House Correspondents' Dinner
Check out the video for more from Wilson, who revealed who he was most excited to see at the star-studded event, and his plans for hosting the upcoming Nickelodeon Kids' Choice Sports Awards.


Introducing the Rifle Scope Turrets
In a rifle scope turrets are considered to be a very acute element. If someone is ignorant about turrets then he/she must know they are most commonly the little knobs that exist on the top or on the left side of a scope. Occasionally you have three turrets, but two turrets are universal. In general there are two turrets in a rifle scope but in rare scenario it may have three turrets. The whole purpose or the application of a turret is to create the adjustments of an optic down to zero. The following article titled ” Rifle Scope Turret Systems: A Complete Guide” is an modest attempt to share my knowledge with others.
Zeroing an optic represents the procedure where the user firmly and cautiously aim his/her weapon and try to position the crosshair in the weapon’s shooting rounds. This positioning can only be done by cautiously tilting the crosshair to various sides of such scope turrets.
What Turrets On Your Rifle Scope Do?
When comes to elementary turret adjustments the most common turret adjustments are namely windage and elevation.
- Windage represents left side and right side of scope with turret adjustments, depending on from which angle the wind blows. There are certain turrets that are intended to make prompt adjustments for windage, others are not.
- The elevation obviously represents the tilt up and down of scope turret adjustments. This type of adjustments usually required when someone need to take extremely long shots. When Rifle shooting exceed certain distance then the bullet will start to fall. Furthermore, a scope can be zeroed for certain ranges to impeccably recompense for the bullet drop. The fall off all the bullets may varies even they are same caliber bullets and this variation depends on bullet weight and load data.
- Finally, the parallax turret adjustment. This type of adjustment is irregularly and exceptionally available in terms of scope turret adjustment.
The scope feature of Parallax turret by nature is fixed but in recent times there has been a great number of attempt to change it to adjustable feature. The word parallax generally means the way target moves away from the reticle as someone move his head. This generates a concern because it alters someone’s point of aim, which can cause target misses.
If a scope’s fixed parallax is for example 50 yards then it means at 50 yards and beyond that particular scope, is parallax free. Under 50 yards the scope user will experience parallax, which will reduce the accuracy and affect point of aim and cause point of impact deviations. The trendy adjustable parallax can decrease that parallax on any place from 10 yards to infinity.
Various Sorts of Rifle Scope Turrets
There are different kinds of scope turrets as they are not the same in worldwide. Various types of scopes offer various functions and such scopes are compatible with different turrets. Choosing the right scope turret can be dependent not only the functions of various scopes but also on scope’s price, manufacturer and sometimes even country of origin. The following types of turrets have mentioned for a brief overview in this regard:
If you are a fan of precision then Target turrets should be your first choice. These classic turrets are the oldest style in the market and achieved their popularity from the target shooters. These turrets let the shooter to make very short range shooting and accurate adjustments. They are usually accessible in regard to MOA (Milliradian of angle). Such turrets are widely considered and greatly accepted by their height and often minor adjustment scales. There is a drawback need to be remembered: Target turrets are not efficiently designed for the field trip because jerking and rubbing them can damage the targeted and prefixed adjustments.
The fundamental difference between Ballistic turrets and Target turret is that the Ballistic turrets create larger adjustments. Ballistic turrets are chosen by serious and professional shooters and hunters who need to hit a mark fast, and not to create a tiny grouping at a designated range. This device often surpasses to avoid any involuntary alterations. The adjustments for such kind of turrets are usually connected to the distance that someone is firing and the distance measurement unit is either yards or meters.
Ballistic turrets are large and over-sized components that sit on top of the elevation turret. It has distance marks on it, usually in 100-yard increments, for easy reference and modest use. These turrets allow the shooters and hunters for bullet drop from known sufficient distances that considered as a reward to them.
Fingertip or fingertip adjustable scopes are planned to create adjustments easy and more user-friendly. Such turrets do not require any tools. Fingertip turrets can be either target or ballistic turrets. Fingertip or fingertip adjustable scopes do not have any original feature, unique design or brand, but an add-on feature to any of these two turrets.
Coin Style or Coin Slot Style Turrets
Coin style turrets are very user-friendly as it only needs a small device to make scope’s adjustments. It has been named the coin style turrets because the tool used to do scope’s adjustments is actually most commonly used a tool. These turrets have small indentations that adjust with any range of tools.
Milliradian (MIL) Or Minute of angle (MOA)
Milliradian and Minute of angle, generally mentioned as MOA and MIL, are two separate systems of measurement. Both MIL and MOA measurement system are used to make adjustments with the turrets on a scope. Thus scope adjustments are either in MOA or in MIL system.
It is very important to understand MOA because the Rifles speaks in a specific language that unfortunately is neither in English nor in Inches. The Rifles speak Minute of Angle.
If someone requires to sight in a rifle, he/she has to know MOA.
If someone requires ranging a target at an unknown distance, he/she has to understand MOA.
If someone needs to measure a rifle’s precision, he/she has to know MOA.
MOA stands for “Minute Of Angle,” which is a unit of angular measurement. When the accuracy of a gun is given in minutes of angle, it is possible for a person to know approximately what size groups the gun shoots within its effective range.
The MOA is fundamentally a much smaller unit in regard to calculating degrees. A complete circle is 360 degrees, and an MOA is 1/60th of a degree. This means there are 21,600 minutes of angle in a circle. At a hundred yards 1 MOA is almost exactly an inch (1.04 to be exact.) Minute of angle is important to understand when it comes to turrets because many scope adjustments are in MOA.
If someone’s adjustments are in MOA they are likely to be in 1/8th MOA for precision scopes, ¼ MOA for standard scopes, and ½ MOA for red dot scopes. Thus, with each turn of the dial, you are adjusting the scope in fractions of an inch. Every 8 clicks on a 1/8th MOA adjustable scope is 1 MOA, which is an inch at 100 yards.
Milliradian (MIL) is typically used by military personnel and they are fond of such scope adjustment. MIL system generally used on Mortars, Machine guns, and sometimes in Sniper Rifle Optics. In nowadays MIL scopes are getting great acceptance in the civilian/ non-combatant bazaar. The reason behind such popularity is that an:
- MIL does not ever fluctuate irrespective of the distance of the target. That means a MIL is a MIL at 10 (ten) yards or it can be at 10,000 (ten thousand) yards.
- Like MOA scopes, MIL scopes are often divided into fractional portions of a MIL. Most are .1 of a MIL. So every 10 clicks on your scope turret equal one MIL, which is 3.6 inches at 100 yards.
Which one is better?
Is MIL or MOA better? Well, that is a personal question. MOA is the classic standard for rifle scopes so your selection of scopes will be larger. MIL is gaining steam, though, and do to its consistency it is an excellent option. There really isn’t a better option, this is more of a preference issue.
No one can really go wrong by choosing either MIL or MOA. Both the system is equally effective as long as you know the system very well. If someone is comfortable with MOA, then he or she should continue with MOA since neither of them possesses any inherent advantages.
There are a handful of minor differences or trade-offs between MIL & MOA, but there are no remarkable advantages or differences to either system. They are as follows (not an exhaustive list) :
- 1/4 MOA adjustments are to some extent more accurate than 1/10 MIL
- MIL standards are considerably easier to communicate.
- If someone is good at yards/inches the math for range estimation is easier with MOA, but if he/she is comfy in meters/cm the math is easier with MIL.
- If you have a friend that is already using one, there is some advantage to being on the same system.
- Around 90% of the pros use MIL or Around 90% of the PRS competitors use MIL.
- There are more product options (with ranging reticles) in MIL.
- Whatever someone chooses, he/she must go with matching turret/reticle (i.e. MIL/MIL or MOA/MOA)
Important to Know: Scope Adjustment Numbers
Rifle Scope Turrets are restricted at a certain level of windage and elevation adjustments. If someone targets too far in one direction then ultimately he/she will run out of clicks while trying to adjust a scope. A number of adjustments and range of distance is a very important factor while adjusting a scope in hunting/ moving target shooting. Someone shooting in the wide open and windy surroundings probably requires more adjustments to balance for wind and distance. However, someone shooting at a square range doesn’t need that many adjustments.


text:
A radical artistic and literary movement that was a reaction against the cultural climate that supported the First World War. The Dadaists took an anti-establishment attitude, questioning art's status and favouring performance and collage over traditional art techniques. Many Dadaists went on to become involved with Surrealism.
Watch | What is Dada?
The Origins of Dada
Dada was an international, multi-disciplinary phenomenon that reacted against the nationalist climate supporting the First World War. The movement was defined by an anti-bourgeois, anti-establishment stance and a love of the absurd, nonsensical and ridiculous. The group even declared themselves anti-art, claiming, ‘Dada is anti-Dada!’. Beginning in Zurich, the movement was later developed in Berlin, Hanover, Cologne, New York, Paris and Barcelona during and after the First World War. It is now considered the first conceptual art movement and a watershed moment in the development of modern art. The Dada language evolved alongside other avant-garde movements including Cubism, Futurism, Constructivism, and Expressionism and a diverse output ranged from performance to poetry, photography, sculpture, painting, and collage.
Accounts on the discovery of the term ‘dada’ vary, although it is thought poet Richard Huelsenbeck plunged a knife into a German-French dictionary at random. The term appealed to the group, reflecting their childish sense of the absurd. It had an elastic quality, as Ball explained, ‘Dada means in Romanian, ‘Yes, Yes’, in French a rocking- or hobby horse. In German, it is a sign of absurd naivety.’
Zurich and the Cabaret Voltaire
During the First World War, Zurich was a refuge for international artists, writers and thinkers. Hugo Ball and Emmy Hennings initially founded the movement in 1916 in the city’s Cabaret Voltaire, with other members including Hans Arp, Tristan Tzara, Marcel Janco and Richard Huelsenbeck. The Zurich group published a Dada magazine and held numerous art exhibitions spreading their anti-war, anti-art ideas. They also held regular evening events with experimental poetry readings, music and dancing, and Tzara and Arp famously explored ‘chance’ through ripping up and scattering paper pieces onto the floor. In 1917, Tzara went on to found Galerie Dada on Bahnhofstrasse in Zurich and later became the leader of the movement, spreading the word through letters to France and Italy.
Dada in Europe and the United States
After the end of the First World War in 1918, many artists returned to their home countries and spread Dada ideas further. In Berlin, Huelsenbeck founded Club Dada, with major figures including John Heartfield, George Grosz and Hannah Hoch. Their work reflected a fascination with technology, and took on deeper political leanings than the Zurich group. Kurt Schwitters was excluded from the Berlin group, due to his work’s aesthetic qualities, instead founding his own one-man group in Hanover in 1919, in which he termed his art Merz. In Cologne, Max Ernst and Johannes Theodor Baargeld formed a Dada group in 1918, later joined by Hans Arp who made series' of ground-breaking collages.
During the war Dada also emerged in New York, with leading exponents Marcel Duchamp and Francis Picabia. Duchamp famously coined the term ‘readymade’ to describe his found object art, revolutionising the conventions of visual art. In the early 1920s, many Dada artists had converged in Paris including Arp, Ernst, Duchamp and Picabia, where Andre Breton and others had begun to formulate the ideas that would become Surrealism.

domain: library


text:
, Sung Han , and Richard D. Palmiter Howard Hughes Medical Institute, Department of Biochemistry, University of Washington, Seattle, Washington 98195 Author contributions: M.E.C., S.H., and R.D.P. designed research; M.E.C. and S.H. performed ... Journal of Neuroscience, 1 month ago
Indian Ocean Band pulled out a thrilling performance as a Grand and Final Cultural program of the Hydourite Season-3
The performance was the Grand Final of the India's Largest Arts Performing Festival. More than 4000 music lovers thronged to the venue to the witness the most happening fusion music band performance. Indian Ocean is a contemporary fusion music band ...Web Newswire, 2 months ago
on your WebpageAdd Widget >Get your members hooked!


She is the female vocalist for the hip hop group The Black Eyed Peas, with whom she has achieved chart success worldwide.
Her debut solo album The Dutchess (2006) was a major commercial success on the charts and spawned three Billboard Hot 100 number one singles; "London Bridge", "Glamorous", and "Big Girls Don't Cry".
Frontman will.confirmed the news, ending months of speculation. he said: “Since the beginning of Black Eyed Peas, we've always had amazing vocalists that appeared on the mic with us. On Elephunk, there were several females that appeared on that album.
“Obviously Fergie was the featured female, but on songs like 'Let's Get it Started,' it's Noelle [Scaggs], and then Fergie, songs like 'Latin Girls,' it's Debi Nova, and 'Request Line,' it's Macy Gray.
Ferguson studied dance and began to do voiceover work; she provided the voice for Sally in two made-for-television Peanuts cartoons, It's Flashbeagle, Charlie Brown (1984) and Snoopy's Getting Married, Charlie Brown (1985), as well as on four episodes of The Charlie Brown and Snoopy Show.
will.on Friday clarified remarks he earlier made about Fergie's status with The Black Eyed Peas, making clear that the Fergalicious singer is still very much a member of the band.
However, it was their award winning album in 2003, Elephunk, which launched them into the stratosphere with massive hits like Let's Get It Started, Where Is the Love?
'She’s working on her solo project at the moment, we’re on this brand-new experience, celebrating 20 years of Black Eyed Peas putting out music.'The rapper went on: 'We worked on a bunch of songs on her solo record, we’re proud that she has her label, but Black Eyed Peas are pushing it forward in terms of content, technology and experiences on our new project, Masters Of The Sun.'Masters Of The Sun, as will.i.am's said, will include Nicole Scherzinger of the Pussycat Dolls fame, though 'I don’t want to go into details how she’s involved yet.'During the interview, will.had said more generally: 'Since the beginning of Black Eyed Peas, we’ve always had amazing vocalists that appeared on the mic with us.'The 42-year-old had recalled that 'People like Macy Gray, Esthero, Debi Nova, Fergie.
On Elephunk, there were several females that appeared on that album.''Obviously Fergie was the featured female, but on songs like Lets Get It Started, it’s Noelle (Scaggs), and then Fergie, songs like Latin Girls, it’s Debi Nova, and Request Line, it’s Macy Gray.
It was actually Fergie's decision to leave, and the guys weren't too happy about it initially, but they're cool now and looking forward to the future." There are now rumours swirling that Nicole Scherzinger could be replacing Fergie as she is working on an upcoming BEP project!
) (born Stacy Ann Ferguson; March 27, 1975) is an American singer, songwriter, and actress.
The will.Music Group and A&M jointly released The Dutchess, Fergie's smash hit debut solo album, released in 2006 and featuring her iconic song Fergalicious.


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Christmas is coming, it cannot be denied, so get into the spirit by baking this delicious almond nougat – then keep them for your guests or package them up as food gifts that everyone will love.
the classic Italian nougat, is easy to make at home. This traditional recipe is scented with honey, orange, and almond flavors, and packed with toasted almonds. As with many egg white-based candies, nougat does not do well in humidity, so try to choose a low humidity day to make this candy. To make great nougat, you really need to have a plan. You have to be legit focused. And(!), consider yourself warned, there are going to be a few minutes when you can’t answer the front door, or even look at your phone – boiling hot sugar is no joke.
I’m going to show you how to make a fluffy, cloud-like, vanilla nougat candy. Because if you’re going to eat candy now and then, it might as well be homemade. You need to read through the recipe in its entirety before starting, so you have a sense of where you’re headed. You’ll also need a candy thermometer.
But it all basically comes down to the temperature you cook the sugar to; because it’s added hot to the egg whites, it ultimately cooks the whites and becomes a foamy white candy into which nuts and fruit are stirred. I love the combination of pistachio, almond, cashew, and cherry, but virtually any toasted nuts or dried fruits can be used.
FOR INGREDIENTS & HOW TO MAKE IT:
CLICK NEXT PAGE BELOW TO CONTINUE READING …
For Ingredients And Complete Cooking Instructions Please Head On Over To Next Page Or Open button (>) and don’t forget to SHARE with your Facebook friends

domain: food


Just an update for anyone interested in the FE kit for saddle bags. I'm going to do the L bracket design similar to the CW kit for use with aftermarket lights first part of next week. I will also be working on a design at the same time for use with stock signals. I really need to know how many of you are interested in it before I make a bunch of them up. E-mail me at [email protected] or PM me so that I can get a better idea of how many I need to do. Also, I can sell the license plate bracket by itself for $25 + shipping for anyone who wants to use flush mount signals or integrated bracklight/signal lights once it's available.


Mike Ehrmann/Getty Images
Chipper Jones vs. Placido Polanco
Jones started 2010 off very slowly and even considered retiring if his numbers did not improve. But midway through the season he found his stroke, showing glimpses of the Chipper Jones of years past before succumbing to a season-ending injury in Milwaukee.
He's always been reliable in the field, and if his swing is present, he is reliable at the plate as well. Jones is one of the clutch players on the 2011 Braves squad, otherwise filled with many first- and second-year players.
Polanco had a solid year with the Phillies in 2010, where he batted .298 with 6 home runs and 52 RBI. Polanco seemed to be one the the more consistent hitters on the Phillies last season, batting around .300 for the whole season despite spending some time of his own on the Disabled List.
He too is a good fielding third baseman, making this match-up nearly impossible to predict. However, Jones is eager to return to the field after watching his team make the playoffs without him, and feels rejuvenated following an offseason of rebuilding. Reports came in early this month that Jones had even hit the cover off a ball while in the batting cage, a good sign for Braves fans.


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Tori Spelling Is Still Banking on ‘90210’
Tori Spelling recently told OK! magazine that she’s still hoping the folks at the new 90210 will call and offer her a role.
It’s an interesting take on reality, considering Tori already turned them down when she found out her salary would be less then other old-school 90210 alums, Jennie Garth and Shannen Doherty.
“Yeah, we’ll see. I’m a big believer in what’s meant to be will be, so if it’s meant to be it will work out,” she told the magazine. “I watched it and I think it’s so cute. The new cast is so cute.”

domain: entertainment


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Locally Grown Products Resource List
Licking County is home to many farms and organic and specialty-crop producers.
To learn more about locally grown products, visit these sites:
Newark Canal Market District: http://www.canalmarketdistrict.org
Granville Farmers' Market: http://www.granvillefarmersmarket.com/
Licking County Local Food Council Facebook page: https://www.facebook.com/LClocalfoodcouncil
30 Mile Meal Project/Licking County Local Food Council: http://realfoodreallocalinstitute.org/licking-county-oh/
Ohio Proud: http://ohioproud.org/index.php
Local Harvest: http://www.localharvest.org/
Pick Your Own: http://www.pickyourown.org/OHcolumbus.htm Scroll down the page to find Licking County listings.
OEFFA Good Earth Guide, Licking County: http://www.oeffa.org/countysearch.php?countyquery=Licking
Farmer's Pal, Licking County: http://www.farmerspal.com/organic-grocers-and-markets/region/licking-county-ohio/page/1/
Ohio MarketMaker (for producers and buyers): http://oh.marketmaker.uiuc.edu/


Art House Cinema & Pub
109 N. 30th Street,
2 people favorited this theater
Art House Cinema & Pub (Official)
Matt and Kate Blakeslee celebrated the open house of the Art House Cinema & Pub on March 14, 2015, with regular programming beginning on March 18. At a cost of $220,000, the non-profit cinema was carved out of a bowling alley, which closed in 2007. The G&W building was built in 1940 and at one time housed a Packard dealership.
According to the Billings Gazette, architect Dennis Deppmeier was the designer of the renovations. The cinema currently has 52 cushioned seats, and 15 cushioned bar stools with plans to add more screening rooms.
The Art House specializes in documentaries, independent, and foreign films. The weekly schedule is from Wednesday thru Saturday, with refreshments, including local craft brews, wines, and bakery goods. Blakeslee is quoted in the Gazette as saying, “We aren’t trying to position ourselves to compete with Carmike, but every week there are 10 to 20 films coming out that aren’t showing here".
Just login to your account and subscribe to this theater.


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June 11, 1955 |
|Height||5 ft 11 in (180 cm)|
|Weight||181 lb (82 kg; 12 st 13 lb)|
|Played for||HK Celje|
Tomaž Lepša (born June 11, 1955) is a former Yugoslav ice hockey player. He played for the Yugoslavia men's national ice hockey team at the 1976 Winter Olympics in Innsbruck and the 1984 Winter Olympics in Sarajevo.

domain: sports


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AT&T said Monday it will slash approximately 3,500 jobs and take a US$240 million charge in the fourth quarter related to the cuts.
The company said in a statement that slightly more than half of the affected employees would be in management positions. AT&T said the job cuts are a result of improved processes and automation in its business services division.
Company spokesman Dan Lawler couldn't say whether any IT employees would be among those workers let go. He said AT&T employs 72,000 workers worldwide.
Lawler said most of the affected employees, who were notified of the pending job cuts last year, would be off the payroll by midyear.
In the statement, AT&T also said it would take a $1.1 billion fourth-quarter charge, mainly associated with its investment in AT&T Latin America.
Separately, AT&T announced that it had extended its agreement with digital subscriber line provider Covad Communications Group Inc. in Santa Clara, Calif., to use Covad's network to offer high-speed access to its consumer customers. AT&T said it would take a $200 million fourth-quarter charge related to that deal.

domain: news


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Marshall County, Tennessee Waterfront Land Information
A recent survey of Land And Farm data showed almost 10 acres of waterfront property
for sale in Tennessee's Marshall County, which was valued at a combined $489,900. The average size of waterfront property for sale in Marshall County was five acres. Whether it's alongside a tranquil river, freshwater lake or a twinkling inland beach waterfront property holds an undeniable allure. For fishermen, common species to fish in Tennessee include bass, catfish, walleye, trout and pike. Game species to hunt along the riverbanks, waterways and lakeshores of waterfront land for sale in Marshall County, Tennessee, number turkey, whitetail deer, dove, hog, bear, ducks and quail. You can also discover more land and properties for sale throughout Tennessee
on Land And Farm. Of the 95 counties in the state, Marshall County ranks 61st in terms of size. Marshall County is in Tennessee's West Central region.To find more land for sale in Tennessee
, sign up for our Tennessee land-for-sale email alerts to be notified when new listings matching your search criteria come onto the market in Marshall County. You can also search Land And Farm to find Tennessee real estate agents who specialize in selling land, rural acreage and other recreational property in regions throughout Tennessee, including land, homesites and other rural acreage for sale in Marshall County.

domain: geography


iOS 7.1 problems since download
Yesterday we told you that Apple had released the latest version of its mobile operating system to address a number of issues and provide some changes to the UI, but there seems to be some iOS 7.1 problems since the download.
One issue we have been contacted about is the fingerprint scanner on the iPhone 5S not working at all now, and over on the Apple Support Communitiesthere there are some owners of the iPhone 4S complaining of the handset getting hot now since the update despite most of the apps being closed down.
There have been many users complaining of getting an error message when trying to download iOS 7.1, but that can be expected as millions of users rush to get the new firmware as soon as it has been released.
It seems that the update has addressed many of the other problems that were affecting users though namely battery life, but its early days yet and more issues could come to light as more users download the software.
Have you had any problems since the iOS 7.1 download?


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- english, russian
I am Dilia, a soccer mom of 3.
Why Dilia chose Burbank
This property is located in a quite neighborhood of Burbank, from walking distance from the Warner Brothers and Walt Disney Studios.
Check-in: 3:00 PM
Check-out: 11:00 AM
No shoes allowed inside the house
100% refund if canceled at least 14 days before arrival date. 50% refund if canceled at least 7 days before arrival date.
Room was quaint and subtle. It was perfect for the weekend!
Well located private cottage in charming Burbank neighborhood
A very clean, well located private cottage with own garage. Felt safe. Would have enjoyed less confining feeling to bed/closet area, softer lighting and the ability to read in bed. Nice kitchen and bathroom furnishings. Very responsive communication with owner by phone.
Stay Above Average
The location is what we liked most. The WiFi only worked for a couple of days and there’s no cable TV. The pool which would have been a bonus had algae in it so we weren’t able to swim. Ben the property manager is otherwise nice.
Thanks for the review Mae. The internet is fixed. But the pool is serviced twice a week and has no algae. It is the color of the plaster that makes it look it has algae.
Clean, comfortable and private. A great location and 100% solidly managed property.
I don't do titles...
We loved the studio apartment - safe, clean with a beautiful garden and pool. Super easy drive to Universal Studios, the LA Zoo and fun restaurants. We will definitely book here again - thank you for helping to make the vacation a fun one!

domain: travel


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DEFINITION OF 'Real Estate Mortgage Investment Conduit (REMIC)' Information:
The mortgage investment pipeline of real estate (REMIC) the special car which is used to unite the securities (MBS) of a problem and mortgage loans supported by a mortgage, mbs bank. Mortgage investment pipelines of real estate keep commercial and housing mortgages and interests of a problem in these mortgages to investors.
2019 - Real Estate Mortgage Investment Conduit (REMIC)
Real Estate Mortgage Investment Conduit (REMIC), Information - 2019
DESTRUCTION OF 'Real Estate Mortgage Investment Conduit (REMIC)' Information:
Similar to the bonds provided with mortgages, REMICs connect mortgages to the pools founded on risk and issue bonds or other securities to investors. These securities then trade in the secondary mortgage market.
REMICs were allowed by the resolution of the law on Tax reform 1986. The mortgage investment pipeline of real estate can be organized as partnership, trust, corporation or association. REMICs - federalno the enterprises, free from a tax. Investors still are exposed to the taxation of the personal income. The tax-exempt status of REMIC can be lost loans in her pool, is exchanged for other loan. Norms of the federal right demand that the credits in this pool were constants. In other words, the credits can't be considerably changed or exchanged for various credits with new conditions.
Fannie Mai and Freddie Mac - some more well-known letting-out REMICS.
The limits connected with the mortgage investment pipeline of real estate
Restrictions can be put back on the credits of commercial real estate which were securitized by REMICs. If the owner was interested in creation of improvements of property which is covered with such loan, they could face restrictions which interfere with that they took measures. The planned reconstruction could change significantly the value of property pledge which provided the loan which won't be allowed. Offers were entered to change instructions which limit and limit such reconstruction. Intention consisted in allowing owners with the commercial credits securitized by REMICs do improvements and improvements to make their properties more attractive to the market.
For example, the Mortgage Investment law on Improvement of the Pipeline of Real estate 2009 was the offered bill entered in the Congress. The planned purpose consisted in updating the rules REMIC to allow owners of concerned assets of real estate, change their property. It was definitely concentrated on competent mortgages and property of loss of the right of repayment in the Unsuccessful Auxiliary Program of the Asset.
The offered bill included the declaration that property modifications according to such conditions won't be regarded as the forbidden transactions as it is depicted in general by Internal revenue service. Interest in REMIC would continue to be considered as regular interest and the income which were made by modifications to property, will be processed the same as it is received through competent mortgages.
Warning About Refusal! The information on our website may be out-of-date and not official. For more information, please visit the Bank's official website.
For credit, insurance and account opening issues, please contact the Bank's consultant by phone. Thank you for using our site.
If we don 't have accurate information or it is out-of-date, please notify us by E-mail.

domain: law


Bernie vs. Hillary
Dear Editor: In their most contentious debate of the campaign, Hillary Clinton and Bernie Sanders sparred days ahead of the New Hampshire primary. Sanders challenged Clinton’s progressive credentials and her cozy relationship to Wall Street. In the last quarter her super PACs have raised a staggering $15 million. The quid pro quo will surely prevail; big money invariably triumphs against poor and middle-class Americans. This will be the death knell of democracy and accelerate an unhealthy plutocracy. Most members of Congress have already abandoned their constituents in favor of big money interests.
Last year Hillary Clinton called herself a moderate, but sensing the winds of change she now calls herself a progressive. The Democratic Party has to address an important existential issue: should it feed from the same super PAC money troughs as the Republicans enabled by Citizens United? During the debate, questions were raised about the $675,000 Clinton received from Goldman Sachs. There is scant hope she will ever release the transcripts of her speeches. Sanders was right on target to expose the blatant illegal activities of Golden Sachs and other Wall Street banks that virtually bankrupted the U.S. and the world economy and ruined the lives of millions of Americans. Come election time, who will you support — the status quo or the geriatric sheriff?
Dear Editor: This election is shaping up as a referendum on whether the influence of money is destroying our democracy.
I would like to add another agenda item: making sure that the money our government actually does spend goes to constructive purposes and not down the military-industrial drain.
Just imagine if the trillions spent on Iraq and Afghanistan had been spent on roads and research. Cancer might well be on its way out and our transportation systems could all have been brought into the 21st century.
The real question is how much longer will we continue to tolerate the wasteful spending of our scarce tax dollars on the endless pursuit of military supremacy at all costs?
Perhaps some brave journalist will ask these questions in the upcoming presidential debates?
Dear Editor: Cam Newton wasn’t sporting that “Osmond smile” after losing to the Broncos on Sunday. His press conference showed he needs a lot more grooming and growing up to do if he is to become a true champion. The kid has some athletic talent, but falls short on class and the ability to be gracious when things don’t go his way.
Toni M. Villa,


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Frequently Asked Questions
Spruce or Cedar?
There are a lot of different opinions. In the end, it may be a matter of personal preference. Furthermore, a lot of the guitar's performance is dependent on how it's built. Sometimes, it can be difficult to tell the difference between spruce and cedar in a blind hearing test.
Cosmetic: Cedar looks darker than spruce. Cedar is a little softer than spruce, so will be easier to dent.
Tone: A cedar top may sound warmer and richer than spruce given the same guitar design. The spruce top may sound brighter and clearer.
Projection: A spruce top may project sound better into the audience. A cedar top may provide more sound/feedback to the player.
Aging: While a cedar top may reach its best potential sound within a few years, a spruce top may ultimately take longer to reach its best potential, but its ultimate sound may be better than the cedar.
Lattice or Fan Bracing?
There are probably nearly as many different bracing patterns as luthiers. Most of them can produce an excellent guitar, with variations in tone and power. I usually use lattice bracing (left), but will do fan bracing (right) on request.
Floating Saddle Block
The saddle block is the part that holds the bone saddle - and I've built it as a removable cap. On the underside, it's got a plug of wood that fits precisely into a socket in the rest of the bridge - On the left hand side of the photo, I'm showing the underside of the prototype I built to test the fit. It fits very tightly, and enables me to redo the intonation work as the guitar's acoustics change through time, or with different strings etc. It also lets me dial in a very large range of intonation adjustment. The way I've built it, I can also pull out the individual "teeth" and change the action of a string without undoing all the other strings. The floating cap can be removed in seconds, without any damage, by slipping a razor blade into the seam and wiggling it free. I can replace the cap with a new one very quickly, and even put in a standard saddle slot for people who don't like the look of the individual teeth. I got the idea in 2019 when I was improving the intonation on some other luthier's guitars - sometimes their bridges weren't glued on very accurately, and/or the intonation correction is too large for a typical saddle width.
Why Carbon Fibre?
I've been experimenting with carbon fibre (carbon-fibre reinforced plastic, or CFRP) for years. I was initially interested in its stiffness when used in a lattice bracing system (see above), then moved on to consider its strength when protecting guitar necks from travel-related injuries.
Eventually, I started toying with the idea of a carbon fibre body, which would enable me to build a strong and super-stable test body, on which I could efficiently test out different top designs. That's when I built my first unibody guitar, with a removable top. It was so encouraging, I built a full guitar with the same technique, and put a cedar top on it.
Carbon fibre is interesting stuff. It comes as a cloth, and has to be infused with epoxy to make it stiff and strong. While it's considerably stiffer and stringer than wood, it is also a lot denser. It's also immune to seasonal humidity variations, so won't crack like wood can.
The cloth comes in various thicknesses and weaves, each with their own mechanical characteristics. They can be combined in different ways to target desirable features like strength, tap tone etc that are useful when building guitars.
After showing off the guitar for a while, I realized people were asking me the same questions:
Can you make a CF top that won't crack?
Can you make a double-top? and
Can you make it in other colors, like blue?
I've never really like the idea of a wooden double-top guitar. I've had to repair a few, and to me the wooden skins are just too fragile. I also hesitated to build a guitar with a solid CF top, simply because I thought it would be too heavy, and nearly impossible to get the resonant properties I wanted.
After some thinking and experimentation, I realized I could probably make a carbon fibre double-top, and I made it purple because that's my wife's favorite color. Now I have a guitar design that will never need humidification.
Oh - and it also sounds like a guitar. Responsive, resonant, and with excellent sustain. The current design is maybe skewed towards the bright end of the spectrum (think spruce), but I have some ideas to warm it up a bit...

domain: hobby


Kofa recommends Pablo Cota for new head football coach
Kings head into Friday night's contest without a true head coach until YUHSD Governing Board approves recommendation
YUMA, Ariz. ( KYMA, KECY-TV ) - The Kofa Kings head into Friday night's football season opener without a true head coach.
Alfonzo Brown who spent six season at Gila Ridge was named Kofa's head coach in April and recently was let go due to personnel issues.
"That's all I can say is personnel issues," Kofa Athletic Director Joe Daily said. "I can't go any deeper into it than that."
Daily said earlier this week that he'd have a successor by the end the of the week. True to his word, Daily announced the recommendation of assistant coach Pablo Cota for the head coaching position.
"All we can do is present a recommendation," Daily said. "It won't become official until the YUHSD Governing Board approves the recommendation. They could also deny it. We present the recommendation they have to approve it."
The YUHSD Governing Board doesn't meet again until September 14th.
As it currently stands, the Kings will not have an official head coach on the sidelines when the Kings kickoff the season at Irv Pallack Stadium this Friday night against the Palo Verde Yellow Jackets.
"Coach Cota is still officially an assistant coach until a decision to approve our head coach is made," Daily said. "Coach Cota is also our freshman and sophomore coach so it's a bit of a transition."
Cota will coach the freshman and sophomores on Thursday then turn around to help the the Varsity on Friday.
"Our assistant coaching staff has been doing a phenomenal keeping our program moving forward and the energy is high for our student athletes," Daily said. "The players have been incredible through all of this."
Pablo Cota has been with the Kofa football program since spring ball in April. Cota is in his second year as a teacher on the Kofa High school campus. He teaches in the Social Studies department.


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Sep 11, 2018
KoreanAmericanHeritage.com presents our episode on Philip Ahn, Flip's Uncle, an extraordinary individual of the American Korean community. Learn about his background, how he got into Hollywood, and much more.
KAHP Intro music credited to Ban-Jang Kim of Windy
KAHP Logo designed by Minsoo Kim.
Please contact email@example.com for any questions.


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Please visit our Offers Page for the latest Test offers.
All offers can be accessed from the offers button above or pressing the link below
Top highlights include: Stanford developed wireless sensors for health, new breast cancer guidelines, telerehab, and discussions around the effectiveness of zinc for the common cold.
Every week, Mayo Clinic microbiologist Bobbi Pritt, M.D., posts a new Parasite Wonders case. This week, Dr. Pritt's case involves a parasite found in some fresh salmon. What's the identification?
This week’s research roundup features a clinical guide to hereditary cancer panel testing.
The post Mayo Clinic Laboratory and Pathology Research Roundup: August 19 appeared first on Insights.
Traditionally, Mayo Clinic's Simulation Center is used for surgical procedures and teaching students how to run a code. Mayo Clinic pathology consultant Karen Fritchie, M.D., recently developed a new and innovative way to use the center.
The post Mayo Clinic’s Frozen Section Breaks Ground at Simulation Center appeared first on Insights.
Top highlights include: old drugs might be the next antibiotic, effective treatments for Ebola, and the impact of anxiety for dementia patients.

domain: medical


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Absolutely taken with the beauty of the Amish settlement she spotted while reading a Kentucky travel magazine, author Shelly Shepard Gray knew she had to write about it. With Missing (Avon Inspire), Shelly put all the brainstorming she’d done about Crittenden County to good use with a story that not only conveyed the unique beauty of the region but provided readers with an intriguing cast of characters.
In the end, it was her own relationship with God that guided her characters’ journeys. “Whenever I write these novels, I feel that the Lord is right with me,” Shelly shares, “reassuring me that my best is good enough. What I hoped to convey was a bigger message—that we all have someone in our lives who is always with us: God.”


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Flashcard Set Preview
Side ASide B
Which of the following does not represent an outflow of cash and therefore would not be reported on the statement of cash flows as a use of cash?
discarding an asset that had been fully depreciated
Which of the following represents an inflow of cash and therefore would be reported on the statement of cash flows?
Issuance of long-term debt
A ten-year bond was issued at par for $250,000 cash. This transaction should be shown on a statement of cash flows under
Cash paid for preferred stock dividends should be shown on the statement of cash flows under
The statement of cash flows may be used by management to
assess the liquidiy of the business
Financing activities involve?
Which one of the following below would not be classified as an operating activity?
payment of dividends
On the statement of cash flows, the cash flows from financing activities section would include
receipts from the issuance of capital stock
Which of the floowing should be deducted from net income in calculating net cash flow from operating activities using the indirect method?
a decrease in accounts payable
In calculating cash flows form opearting activities using the indirect method, a gain on the sale of equipment is
deducted from net income
The statement of cash flows is not one of the basic financial statements.
Cash flows from investing activities, as part of the statement of cash flows, include receipts from the issuance of bonds payable
What is the primary criterion for the preparation of managerial accounting reports?
Meet the manager needs
Which of the following statements is false?
There is no overlap between financial and managerial accounting.
In most business organization, the chief management accountant is called the:
The controller's staff often consists of several management accountants.All of the following would most likely be ont eh controller's staff EXCEPT:
investmetns and shareholder relations managers
What term is used to describe the process of directing operations to achieve the organization's goals and plans?
Which of the following is the principle reason for preparing managerial accounting reports?
Usefulness to management

domain: finance


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tips and information to succeed!
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Plan a Refreshing Weekend
Do you frequently find yourself wondering where the weekend went as you prepare for another busy week of work and daily responsibilities? We can all relate to the feeling of anticipation as the weekend approaches, looking forward to some quality time to relax and refresh alone or with friends and family. Weekends are meant to be your time but if you find that other obligations, whether personal or professional, often interfere with your weekend enjoyment, then it’s time to reevaluate and reprioritize your time. In order to clear you mind and rejuvenate your spirits, it is important to take time to relax.
If your days are filled with stress, keep in mind that long-term exposure to stress can have negative effects not only your mental health, but on your physical health as well. Living with long-term, high stress situations can lead to various health problems, such as obesity, heart disease, high blood pressure, anxiety and even depression.1
You deserve to take time to rejuvenate. The good news is that you don’t have to take a vacation or spend a lot of money to get away from it all. In fact, you don’t even have to leave home. All it takes is some imagination and planning. Invest in yourself and your mental health by using the following tips to plan refreshing and relaxing weekends.
Think About What You Want
Start by making a list of activities that you enjoy doing and that help you to relax. With a hectic lifestyle, maybe some quiet time “away from it all” is what you crave. If you spend your days sitting at a computer, perhaps the great outdoors is what will lift your spirits. Are there friends you want to visit with, or things you’ve always wanted to do, such as taking a cooking class or learning a new language? If your finances are tight, then look in the local newspaper or online for free and inexpensive local events, services and outings. If important obligations or commitments arise, schedule fun activities around them so that you will still feel relaxed and recharged at the end of the weekend. Make your weekend event planning a pleasant experience so that the anticipation of your upcoming weekend plans give you something to look forward to during the week.
Get Away From It All
It’s easy to find fun weekend getaways. Look through your local newspapers or at online websites such as www.recreation.gov for outdoor activities such as camping, hiking or cycling or check online at www.kayak.com for weekend flights, hotels or car rentals. Wherever you go, remember to leave yourself time to explore so don’t pre-plan every minute of your weekend. Allow yourself time to stop and browse in that charming secondhand store, to take photos of the sunset, to admire local handicrafts at an open-air market, or simply to relax and read by the pool.
Create or Find a Relaxing Place Close To Home
You don’t need to leave home to have a relaxing weekend. We all have different things that leave us feeling refreshed. Whether you love getting a manicure, catching up on the latest movies, or visiting a local arts and crafts show - you can find a way to spend some invigorating time close to home. You can create an oasis for yourself to enjoy alone or with your friends and family in your backyard – arrange lawn chairs around the flower pots and listen to soothing music while you enjoy the sunshine. If you’re a social butterfly, plan a fun evening at a nearby restaurant with friends or host a dinner party. If you need some ‘alone time,’ let your family know that this is your weekend to relax so you can have a day or afternoon to yourself.
Take A Break From Your Phone And Computer
For many of us, our world is more technologically connected than ever. So, if you really want to take a break from it all, keep distractions to a minimum. Turn off your phone and computer and avoid or limit watching television. Since frantic phone calls or unexpected work emails can send your mind reeling, give yourself time to enjoy some quiet time.
De-Stress Every Day - The Healthy Way
While the weekend is a great time to cut back on stress and take care of yourself, you need to incorporate healthy lifestyle behaviors every day of the week. Each day, be sure to get enough sleep, eat a variety of healthy foods and be physically active. Physical activity helps to relieve stress by increasing the “feel good” endorphins in your brain. In addition, regular activity can also help to improve your mood and increase your self-confidence.2 Look for a beach, park, or forest and go hiking or take a nature walk. Physical exercise will help you to feel more relaxed physically and mentally, and finding new places for activity in your area will help you to mix up your activity routine.
Use these Food, Body and Mind tips to help you reduce your stress level and work towards a healthier lifestyle:1,2
- Aim for seven to nine hours of sleep each night
- Eat balanced meals that include a variety of lean protein, whole-grains, fruits, vegetables and nonfat dairy products and limit your intake of caffeine, alcohol and high-sugar foods
- Set limits for your yourself and learn to say “no” when obligations are unrealistic or the timing is just not right for you
- Write “to-do” lists to stay focused and prioritize your tasks at home and at work
- Take time to relax – take deep soothing breaths and frequent stretch breaks
- Be active each day – set and work up to a goal of at least 30 minutes per day of activity
- Find healthy ways to work through your stress, such as talking with a friend or healthcare provider or journaling your thoughts and feelings using the online journal at www.jennycraig.com
Make Yourself A Priority
Take a look at your calendar and begin planning your next refreshing weekend. Choose one or two things to look forward to during the upcoming week. If you have nothing planned, then schedule time to do something you enjoy. Use the tips listed above to reflect on your current lifestyle. Are there ways that you can improve your outlook on life - not just on the weekend, but every day of the week? Remember that your Jenny Craig Consultant is always available to help you to create strategies and plan ahead for upcoming events.
1. U.S. Department of Health and Human Services, WomensHealth.gov. Stress and Your Health. Available at: http://www.womenshealth.gov/faq/stress-your-health.cfm. Accessed June 13, 2010.
2. Mayo Clinic. Stress Management. Available at: http://www.mayoclinic.com/health/exercise-and-stress/sr00036. Accessed June 13, 2010.
Jenny Craig® is a registered trademark owned by Société des Produits Nestlé S.A., Vevey, Switzerland.

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Pastors and Christian religious heads from the city and district expressed the view that only the Congress can safeguard and uphold the secular fabric of the Constitution that guarantees all citizens the freedom to pursue the religion of their choice. Thousands of pastors and Christian religious leaders participated in a meeting organised by Visakhapatnam Pastors Fellowship at the Municipal Stadium here on Friday.
Later giving details to newsmen, State Pastors Fellowship president Rev K. Pratap Sinha said
- Special Minority Corporation was established
- Subsidy of Rs.20,000 was being extended to Christians to visit Jerusalem
- Rs.15,000 worth material was being sanctioned to poor Christian couples
All these benefits were being extended to Christians in AP as nowhere else in the country, he said and gave full credit to Chief Minister Y.S. Rajasekhara Reddy for these programmes.
Bishop K.R. Singh said that the Rajasekhara Reddy Government had introduced several welfare schemes for the poor .
Visakha Pastors Fellowship president M.A. Paul called for unity among the community members. The pastors would pray for the success of Rajasekhara Reddy from March 23 to April 23.
YSR is also a devout Christian and his son-in-law is a well known pastor in Andhra Pradesh and his vision is to construct Churches to spread the religion


Ebola outbreak in Nigeria appears to be containedSeptember 30, 2014
With quick and coordinated action by some of its top doctors, Nigeria, Africa's most populous country, appears to have contained its first Ebola outbreak, the U.S. Centers for Disease Control and Prevention said Tuesday.
As the epidemic rages out of control in three nations a few hundred miles away, Nigeria is the only country to have an outbreak with hundreds of potential victims in a city with vast, teeming slums and yet to beat it back.
"For those who say it's hopeless, this is an antidote - you can control Ebola," said Dr. Thomas Frieden, director of the CDC.
Although officials are pleased that success was achieved in a country of 177 million that is a major transport and business hub - and whose largest city, Lagos, has 21 million people - the lessons here are not easily applicable to the countries at the epicenter: Guinea, Liberia and Sierra Leone.
Nigeria's outbreak grew from a single airport case, while in the three other countries the disease smoldered for months in remote provinces and spread widely before a serious response was mounted.
Ebola, Frieden said, "won't blow over - you have to make a rapid, intense effort."
While the danger in Nigeria is not over, the health minister, Dr. Onyebuchi Chukwu, said in a telephone interview that his country was now better prepared, with six laboratories able to make diagnoses and response teams and isolation wards ready in every major state.
After the first patient - a dying Liberian-American - flew into Lagos on July 20, Ebola spread to 20 other people there and in a smaller city, Port Harcourt.
To read this article in one of Houston's most-spoken languages, click on the button below.
They have all now died or recovered, and the cure rate - 60 percent - was unusually high for an African outbreak.
Meanwhile, local health workers paid 18,500 face-to-face visits to repeatedly take the temperatures of nearly 900 people who had contact with them. The last confirmed case was detected on Aug. 31, and virtually all contacts have passed the 21-day incubation period without falling ill.
The success was in part the result of an emergency command center financed in 2012 by the Bill & Melinda Gates Foundation to fight polio. As soon as the outbreak began, it was turned into the Ebola Emergency Operations Center.
Local doctors trained
Also, the CDC had 10 experts in Nigeria working on polio and HIV who had already trained 100 local doctors in epidemiology; 40 of them were immediately reassigned to Ebola and oversaw the contact tracing.
The chief of the command center, Dr. Faisal Shuaib, gave credit to a coordinated effort by the health ministry, the CDC, the World Health Organization, UNICEF, Doctors Without Borders and the International Committee for the Red Cross.
Nigeria also had some luck. Although the first patient, a businessman named Patrick Sawyer, was vomiting on his flight in, none of the roughly 200 others on the plane fell ill. Others did after helping him into a taxi to a hospital.
And a patient in Port Harcourt went to her church and became violently ill during a ceremony in which the congregation laid hands on her. But none became infected.


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RICKY Hatton will fight American Mike Stewart at Manchester's M.E.N. Arena on October 1 as he re-routes towards a major world title shot.
Hatton has been frustrated by recent failed attempts to entice WBA light-welterweight champion Vivian Harris to Britain.
And he will instead target the IBF title, for which his clash with Stewart is billed as a final eliminator.
Reigning champion Kostya Tszyu takes on Sharmba Mitchell in the autumn and Hatton is eyeing a showdown against the winner.
Hatton, unbeaten in 36 professional fights, will not expect to be unduly detained by Stewart.
The 26-year-old American appeared on Hatton's undercard last April and was knocked down three times on his way to a points loss to Mitchell.
Have your say.


July 3, 2021 12:57:51 am
The Calcutta High Court on Friday extended till July 9 its stay on the appointment process of 14,500 teachers for upper primary schools and directed the state School Service Commission (SSC) to publish a fresh interview list of candidates along with the marks obtained by them within seven days.
Justice Abhijit Gangopadhyay said that the marks obtained by those who did not feature in the interview list would have to be published too. The court was hearing a petition which challenged the appointment process saying that prescribed rules were not followed in preparing the list.
Ordering the SSC not to hold interviews of candidates till it vacates the interim stay passed on June 30, the court allowed office work for the purpose.
“I think that disclosure of marks (with break up) of the interview listed candidates as also the persons who have not been included in the interview list will solve a lot of problems,” Justice Gangopadhyay said.
He said that he had felt that the main grievance of the petitioners was that they had no information about the marks got by them and other candidates who featured the list.
“I am in favour of transparency in governmental actions and actions of other authorities who are not strictly governmental. Transparency is always required in an open and democratic society and State,” the judge said.
The advocate representing the SSC submitted that seven days’ time is required for the publication of the list with the break-up of marks of each candidate as asked by the court.
Petitioners’ lawyer Firdaus Shamim said, “The court has extended the stay on the appointment process of the teachers. It has also criticised the West Bengal School Service Commission and asked its chairman to physically appear before the court. It has directed that a fresh interview list of candidates be published with marks obtained by them within seven days.”
The court will hear the matter again on July 9.
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aun et30 8K projectors can display images with incredible detail and clarity, making them ideal for use in applications that require high levels of detail ConclusionIn conclusion, troubleshooting common projector problems involves checking the input source and cables, adjusting the focus and resolution, checking the air filter and ventilation, replacing the lamp, checking the remote control, and inspecting the fan and color wheel. epson portable projector, While projectors can be expensive, they are a one-time investment that can be used for many years The next step is to choose the right location for the projector and screen.
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Users can download content for offline viewing on compatible devices epson projector 4k, LED projectors use light-emitting diodes (LEDs) to produce light, which can last up to 20,000 hours. samsung laser tv Wireless communication technology can be used to connect a wide range of devices, from a small number of devices in a home network to a large number of devices in an industrial or commercial setting, Laser projectors with 3LCD technology are also much more energy-efficient than traditional lamp-based projectors, making them more environmentally friendly.
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vankyo leisure With the availability of streaming services like Netflix, Amazon Prime Video, and Hulu, it's easier than ever to access a wide range of movies from the comfort of your own home art projectors for sale In this article, we'll explore the advantages of using a projector in your business presentations Color accuracy: Color accuracy refers to the ability of a display or projector to accurately reproduce colors. best budget 4k projector,ConclusionOverall, the TOPTRO TR22 Outdoor Projector is an excellent option for those looking for a reliable and high-quality projector for outdoor entertainment ConclusionIn conclusion, mounting a projector on a ceiling involves choosing the right location, choosing the right mount, installing the mount, installing the projector, and connecting the cables The center channel speaker is typically placed above or below the screen and is used for dialogue and other center-channel audio.
It also has a feature called X-Ray, which allows users to access information about the actors, music, and other trivia related to the content they are watching,Movie projectors typically have a higher brightness rating than portable projectors, with brightness ratings ranging from 2000 to 10,000 lumens or more The projector's built-in speakers provide decent sound quality, but they may not be loud enough for larger outdoor spaces. camping projector,The brightness of a projector is measured in lumens, and it determines how well the projector will perform in different lighting conditions ConclusionIn conclusion, optimizing your projector for gaming involves choosing the right projector, adjusting the settings, using the right cables, and considering a gaming console.
epson powerlite s41+,Another advantage of LED technology is its versatility The projector's built-in speakers provide decent sound quality, but they may not be loud enough for larger outdoor spaces. good projectors, Ultra-short throw projectors are designed to be placed close to the screen or wall, allowing users to project a large image in a small space Consider the screen size and aspect ratio based on the size of the room and the distance between the projector and the screen.
ion projector plus The HOMPOW projector is a compact and lightweight projector, weighing only 0 ConclusionOverall, the TOPTRO TR22 Outdoor Projector is an excellent option for those looking for a reliable and high-quality projector for outdoor entertainment In general, most outdoor projectors are designed to last for several years with regular use and proper maintenance. mini portable projector, Portable projectors can be used to display a wide range of content, from movies and TV shows to educational videos and presentations Here are some of the key features and specifications of mini projectors:Design and Features:.
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For displays, such as televisions or computer monitors, brightness is typically measured in nits or cd/m² (candelas per square meter), It also has a 2000:1 contrast ratio, which helps to produce a clear and detailed image It also has a powerful processor and graphics card, which allows for smooth and seamless playback of video content. cinemood 360 Short-throw projectors with auto focus are becoming increasingly popular for use in small spaces such as classrooms and living rooms Interactive Projection.
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By following these tips, you can ensure optimal performance and longevity of your projector and enjoy clear and sharp images for years to come,Types of ProjectorsThere are many different types of projectors available on the market today, each with its own unique features and capabilities One of the most significant advantages of short-throw projectors is their space-saving design. aaxa m6 Home theater projectors are designed for use in a home theater setting, It comes with a built-in speaker and a variety of connectivity options, including HDMI, USB, VGA, and AV, making it easy to connect to a range of devices.
mi laser projector 150 price, With advancements in technology, projectors have become more affordable and accessible than ever before The Advantages of Using a Projector in Your Business PresentationsIn today's fast-paced business environment, it's important to make a lasting impression during presentations. reel to reel projector The brightness rating is sufficient for indoor use or for use in dimly lit areas, but it may not be as bright as some higher-end projectors, The side speakers are placed to the left and right of the listener, creating a more immersive and three-dimensional sound experience epson portable projector, In the 1980s and 1990s, video projectors became popular.


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|Metal Perforated Sheet
|Ss 304 Ss316
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|Customer Request, Polished, Anodize, Brush.and Blast.checkered.embossed, Smooth
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2mm Hole Diameter Metal Perforated Sheet,
Length 2m Metal Perforated Sheet,
2mm Hole Diameter perforated steel plate
Perforated Metal Sheet description
Stainless steel perforated metal sheet is a kind of metal plate mesh which is made of stainless steel plate according to certain pass and die by numerical control punching machine.Then cut to any shape.Our products are used by many microphone manufacturers in the world.It can be used in a variety of environments, with uniform pass, corrosion resistance characteristics.
And both filter decoration and protection three kinds of performance.
Perforated Metal Sheet Technical Data Sheet
|Stainless Steel 2mm Hole Diameter For Speaker Grill Silver Perforated Metal Sheet
|stainless steel 304 / iron/ galvanized/ plastic
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Hole type: round hole, long round hole, square hole, triangular hole, fish scale hole, bridge hole, diamond hole, pentagon hole, hexagonal hole, eight-shaped hole, cross hole, nail hole, plum hole, herringbone hole, I-shaped hole and other special hole.
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Cast as "Franklyn Madson," but replaced in the role.
Sutherland was scheduled to play the scion of the Stone family. the whole movie was re-cast with other actors.
Actor who got the part: Craig T. Nelson
Director Robert Redford had Sutherland in mind to play the psychiatrist; Sutherland convinced Redford that he was better suited for the Cal role.
Was in contention for the leading role in Sam Peckinpah's violent, controversial film.
Did you know that Donald Sutherland was not the only choice for these movies? (click to learn more)


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We meet 7.15 on a Thursday.
Singing sessions are:
First half dates (inclusive)
Second half dates (inclusive)
|Winter term||Th 8th Sept – Th 20th Oct(7 weeks)||Th 3rd Nov – Th 15th Dec(7 weeks)|
|Spring term||Th 5th Jan – Th 16th Feb(7 weeks)||Th 2nd Mar – Th 6th Apr(6 weeks)|
|Summer term||Th 27th Apr – Th 25th May(5 weeks)||Th 8th June – Th 20th July(7 weeks)|
This page needs a password, let me know at choir if you’ve forgotten.
Current subscriptions (due in the first two weeks of each half term)
There are three rate bands depending on household income: (a) below £10,000 (b) £10,000-£30,000 (c) over £30,000.
(a) £22 per half-term (£19 in six-week half-term)
(b) £29 per half-term (£25 in six-week half-term)
(c) £43 per half-term (£37 in six-week half-term)
Cheques can be made out to “Calder Valley Voices”
Remember the early days of choir? Here’s more information on our archive page.
Find out what’s happening with other local choirs on our Friends page.


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What is your pup’s favorite treat? And how do they react when you give it to them?
For some pups, being allowed to eat their favorite treats can be the epitome of the perfect day, and it’s enough to make any dog ascend to Cloud 9 just off of pure joy. How can anyone deny a cute pup that privilege?
Oliver the beagle puppy has been given his personal favorite treat, and as he chews each bit while laying down and relaxing, you can clearly see that few things in life make him happier! You can actually see the ecstasy in his eyes as happily swallows every last morsel of the yummy snack. He must have been such a good boy to deserve this treat, and I think he has been on his best behavior!
This pup’s happiness is contagious, so don’t be surprised if you find yourself smiling too by the end of this video. Then, don’t forget to like and share it!
Feature Image Source: Oliver the Beagle

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