{% extends "base.html" %} {% import "bootstrap/wtf.html" as wtf %} {% import "_macros.html" as macros %} {% block title %}MTB{% endblock %} {% block page_content %}


Female participation in labour force declining, govt tells Parliament
Labour and Employment Minister Santosh Kumar Gangwar said the government had taken initiatives to improve women's participation
by BS ReporterThe Centre on Monday said surveys depict “a declining female labour force participation rate”. The government said this decline could be attributed to higher participation of women in education and migration. In a reply to BJP’s Rita Bahuguna Joshi, Labour and Employment Minister Santosh Kumar Gangwar said the government had taken initiatives to improve women’s participation, like setting up child care centres, time-off for feeding children and enhancement in paid maternity leave.


Simple wrapper for interacting with local storage in the browser.
Select Store Answer, then Answer? to first store the answer in the browser's localStorage object and later retrieve the stored content.
Store Answer
Answer?
localStorage


---
layout: default
---
We are a startup on a schedule to deliver our MVP (minimal viable product) which includes a decentralized marketplace, encrypted communication tools, a built in confidential currency and integrations with other crypto-currency projects to provide a use-case for any coin.
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Career
This International project is looking for a hard-working C++ Developer. If you are self-driven, dependable and can work on own initiative, then this could be the job for you. Particl Project will offer you the opportunity to work on a variety of projects and with the latest technologies on the market.
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This International project is looking for a hard-working Junior Developer. If you are self-driven, dependable and can work on own initiative, then this could be the job for you. Particl Project will offer you the opportunity to work on a variety of projects and with the latest technologies on the market.
The candidate should be able to: design and build excellent and reliable application software; identify and fix bugs; and, work on various projects at any given time. He/she should also be flexible enough to work in different time zones with remote colleagues. Time management skills and detail orientated is a must.


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Junagarh is an impregnable bastion that holds the distinction of having never been captured. It was constructed in 1588 AD by Raja Rai Singh, one of Emperor Akbar’s most distinguished generals. The fort complex houses some magnificent palaces constructed in red sandstone and marble and visitors can feast their eyes on an attractive assortment of courtyards, balconies, kiosks and windows...
Bikaner has several havelis (aristocratic homes), the most famous cluster being the Rampuria Group of Havelis. Built of dulmera (red) stone, every aspect of the havelis – jharokhas (casements), entrances, latticed windows, divankhanas, gumaharias or basements – is simply exotic. Leaves and flowers decorate every jharokha, lending it a pleasant touch. These massive havelis are decorated with golden work of the highest quality.Their dankhanas (drawing room) take one back to the Mughal and Rajput era. One can notice an abundance of Victorian influence in their design as well. The wood carvings in Rampuria Havelies are extremely exquisite. Spaced close to each other, the havelis are truly a sight to behold...
Maharaja Ganga Singh commissioned the construction of this majestic palace. This architectural marvel is made entirely of red sandstone and was built in 1902 to commemorate his father, Maharaja Lal Singh. The design was conceptualised by Sir Swinton Jacob, who created this oriental fantasy by blending Rajputana, Islamic and European architecture...


 You better be or you'll be a snowman in seconds
Luule - Eesti mõnusaim jõululuuletuste äpp
Enam ei saa lihtsam olla oma pakk jõuluvana käest kätte saada. Luule annab sulle 1444 Eesti keelset jõululuuletust otse telefoni. Vali luuletus, loe ja naudi kingitusi
CirlceBox - Boxes and Reflexes!
Simple reflex game with circles, colors and boxes
Timebite - Online time wasting tracker!
Chrome extension that shows you what is taking the biggest bites out of your day!
Annoy - World's most annoying gaming experience!
Simple but annoying game that takes every effort possible not to give up and just break your phone
LetsGo - Never miss an event again!
Simple event search app that allows you to select date, location and range and shows all the events that are happening.
ColorSkip - Game so simple you should just play it!
Reaction game where you have to tap the screen only when the text and the color doesn't match
LoveNote - The Modern Way of Saying "I Love You"
If you're in love why not share your love with LoveNote. Create a list of reasons and send it to your love with ease.
Trigger Reflex - Western themed duel game
Wild west, reflexes and duels at noon. Don't blink and be sure to shoot first as that's the only way to stay standing.
Fruity Fingers - Fast paced mobile reflex game
World's first fully vegan mobile game! Become a fruit smashing superhero and leave no fruit untouched. Be aware, the fruits are sneaky!
MisBiit - Eesti raadiotes hetkel eetris
Enam pole vaja pead murda, mis laul raadios hetkel mängib. Ava MisBiit ja vaata mis biit mängib. Info tuleb otse raadiojaamadelt nii, et kui raadio teab mida mängib, tead ka sina.
NomLog - Baby feeding tracker
Simple app to track your baby's eating times. Track amounts and food sources as well as setup notfications To know when it's time to eat.
President Run
Simple endless runner where you can run as one of the Estonia's 2016 presidential candidates. Player is running in the Tallinn City background.


Before Change
for i_seg in range(self.n_segments):
start = i_seg * sz_segment
end = start + sz_segment
X_transformed[:, i_seg, :] = X[:, start:end, :].mean(axis=1)
return X_transformed
def transform(self, X, y=None):
After Change
for i_seg in range(self.n_segments):
start = i_seg * sz_segment
end = start + sz_segment
segment = X[i_ts, start:end, i_dim]
X_transformed[i_ts, i_seg, i_dim] = numpy.nanmean(segment)
// sz_segment = sz // self.n_segments
// for i_seg in range(self.n_segments):
// start = i_seg * sz_segment


name
The unique name of your package and should be down in lowercase. This property is required and your package will not install without it.
This also indicates the name of you package in the public node module registry (if you choose to publish it)
If you deploy your application on Nodejitsu, this property will represent the name of your application.
version
The version of the package is specified by
Semantic Versioning. Which assumes that a version number is written
as MAJOR.MINOR.PATCH and you increment the:
- MAJOR version when you make incompatible API changes
- MINOR version when you add functionality in a backwards-compatible manner
- PATCH version when you make backwards-compatible bug fixes
description
The description of the project. Try to keep it short and concise.
author
The author of this package. Hopefully one day soon, it will be your name!
contributors
An array of objects representing contributors to the project. Each object in the array represents one contributor.
bin
A object which is used to expose binary scripts from your package. The object assumes that the key is the name of the binary
script and the value a relative path to the script.
This property is used by packages that contain a contain a CLI (command line interface).
script
A object which exposes addition npm commands. The object assumes that the key is the npm command and the value is the script
path. These scripts can get executed when you run npm run {command name}
or
npm run-script {command name}
.
Packages that contain a command line interface and are installed locally can be called without a relative path. So instead
of doing
./node-modules/.bin/mocha
you can directly call
mocha
.
test
The test script for this package. When running npm test
this script will be called.
start
The start-up script for the package. When running npm start
this script will be called.
If you've deployed your application to Nodejitsu this property will be required and can be a relative path to the script
that should be started.
predeploy
The pre-deploy script for this application. This script will run
before a snapshot of your package has been created. It can therefor be used to compile
and optimize assets before it's uploaded to your application.
postdeploy
The post-deploy script for this application. This script will run
after the application has been deployed.
prepublish
This pre-publish script is called before your package is published to the npm registry.
If you are using a programming language that compiles to JavaScript you can put the compilation step
here and add the required package to your devDependencies.
main
The main entry point to your package. When calling
require('{module name}')
in node, this will be actual file that is required.
It's highly advised that requiring the main file does generate any side affects. For instance, requiring the main file should
not start up a HTTP server or connect to a database. Instead, you should create something like a
exports.init = function () {}
in your main script.
repostitory
An object which is used to the specify the URL and type of source code repository. This is helpful for people who want to
contribute to your module.
In our case we specify a git
repository as our code is hosted on GitHub
bugs
The URL and/or email address where bugs should be reported.
keywords
An Array of keywords which describe your package. This will help people find your package.
dependencies
An object which contain the dependencies of your package. This will be automatically installed when people install your package. The key of the object is the name of the package and the value is a valid
semver range.
dependencies.primus
Require the Primus module as a dependency with a wildcard
(*) version. Using a wildcard version is usually
NOT recommended as the latest version of this module is installed which could contain
breaking API changes.
dependencies.async
Require the async module as a dependency. The ~ in this
version is basically a shorthand for
>= 0.8.0 < 0.9.0
.
The hope here, is that the package author has followed
best-practices and patch versions of the package will
NOT be breaking.
dependencies.express
Require the express module as a dependency. The
^ in this version is a shorthand for
>=4.2.0 < 5.0.0
.
The hope here, is that the package author has followed
best-practices and patch versions of the package will
NOT be breaking.
dependencies.winston
Require the winston module as a dependency directly
from GitHub as git repository. The
#master
specifies which branch or SHA should be installed.
dependencies.bigpipe
Require the bigpipe module as a dependency directly from
GitHub. Please note that this will install the master branch of the repository. It's great for development
but not recommended for production usage.
dependencies.plates
Require the plates module as a dependency directly from
GitHub. Links take the form of https://github.com/
:username
/:reponame
/tarball/:branchname
devDependencies
These are the dependencies that are only intended for
development and testing of your module. The dependencies will be installed
automatically unless the
NODE_ENV=production
environment
variable has been set. If this is the case you can still these packages using npm install --dev
devDependencies.vows
Require the vowsmodule as development dependency. The
^ in the version is a shorthand for
>=0.7.0 < 1.0.0
.
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Require the assume module as development dependency.
The version that gets installed has to satisfy the given semver range.
devDependencies.pre-commit
Require the pre-commit module as development dependency
using a wildcard version. Using * as wildcard is usually NOT recommended.
The pre-commit module is unique as it's API will never change and only interacts with git hooks when
installed.
preferGlobal
A property that indicates that this page prefers to be installed globally using npm install -g {module-name}
.
This property is used by packages that contain a
CLI (command line interface).
In all other situations you should NOT use this property.
private
By setting private to true
, npm will refuse to publish it. This prevents
accidental publishes to the
public npm registry.
Keeping modules unpublished because they are private is really painful to manage and deploy. A better option might be to
use the
publishConfig
property to publish your private modules to
your private npm
publishConfig
The publishConfig is an object with configuration values that will be used for publishing modules. The configuration values
that are set override your default npm configuration.
The most common use of the publishConfig is to publish your package to a
private npm registry so you still have the benifits
of npm but for private packages. This is done by simply setting URL of your private npm as value for
the registry
key.
If you don't have a private npm registry, you can get one over at Nodejitsu.
https://www.nodejitsu.com/try/private-npm/
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Specifies the subdomain for your application. It should only include the subdomain not the root domain and is limited to
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analyze
At Nodejitsu, we will automatically attempt to scan packages
for missing dependencies, bugs, and syntax errors. If you are confident your package is correct you can
set analyze to false.
license
Under which Open Source you code has been released.
MIT is a good choice.


{% extends "base.html" %} {% block body %}
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{% if current_user.is_authenticated %}Rebuild resume here.
{% endif %} {% endblock body %}


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Many LGBTQ people in China forced into illegal 'conversion therapy': Groups
In China, the therapy is often offered by centres not licensed to practise medicine, as well as by public hospitals, in the absence of an outright ban.
Many LGBT people in China are being forced to undergo "conversion therapy", often done by unscrupulous, unlicensed providers in a sector that operates with little oversight by the authorities, rights groups said.

In China, the therapy is often offered by centres not licensed to practise medicine, as well as by public hospitals, in the absence of an outright ban.
"It's not just a commercial scam, but an action that violates people's rights," said Wang Zhenyu, head of the Public Interest Law Center on Equal Rights for LGBTI, one of the groups that compiled the report.
The National Health Commission did not immediately respond to a request for comment.
Chinese authorities removed homosexuality from its list of diseases in the Chinese Classification of Mental Disorders, a national clinical guide, in 2001.

In 2016, a man surnamed Wang sued a hospital where he had been locked up for 19 days while receiving therapy in the city of Zhumadian, the groups said in their report, released late on Wednesday.
The man said his family had forced him to get the therapy
In another case in July, a young transgender woman's family committed her to a hospital against her will in the southern city of Jingdezhen, the groups said.
A programme manager at the other group involved in writing the report, Beijing Gender, said some centres illegally used electric shock therapy in their therapy.
An activist named Peng Yanzi went undercover in a conversion therapy centre in 2014 and was forced to undergo electrotherapy. He then brought the case to court and won.
There are at least 96 centres and hospitals across China that offer the therapy, the groups said in their report.
They questioned health departments in 25 cities with such centres to see if any had taken action against them and found no evidence of any in 17 of them.
Four cities had punished medical institutions between 2017 and 2018 for practising psychiatry without proper credentials, among them the capital, Beijing and the southern city of Changsha in Hunan, the groups said.


EARLY SETTLERS by
Township
Townships arranged alphabetically
The following
is a list of the early settlers in Monroe County as reproduced from a book
titled, the "Combined History and Atlas of Monroe County, Ohio." The
material for this book was taken from two nineteenth century books: (1) 'History
of Monroe County Ohio,' a product of the H.H. Hardesty & Co., publishers,
Chicago and Toledo, 1882 and (2) 'Caldwell's Atlas of Monroe County, Ohio,' a
product of Atlas Publishing Company, Mount Vernon, Ohio, 1898. The
"Combined History and Atlas of Monroe County, Ohio" was reprinted and
is available from the Monroe County Historical Society.
For the
convenience of the reader, the information on Early Settlers in Monroe County,
Ohio are presented three ways. Below
the information is presented by Township in which townships are arranged
alphabetically. If you need a
listing of Early Settlers by Township arranged by the
year of entry of the Township into the County, click here. For a summary table of Early Settlers by Township
and year of entry into the county, click Summary. Same data and information just different
ways of presenting it.
Adams
Township The five Atkinson brothers, Charles, James, Mitchell, William &
Isaac, were among the early settlers of this township. They settled at the mouth of Sunfish about
the beginning of the century. Charles
& James removed farther up the creek.
Mitchell & Isaac removed to Seneca township. William removed to Green township. Other early settlers were Gilbert &
Mitchell McCoy, Elias Conger, Christian Hartloine, Philip Noland, Robert
Norris, Samuel Bracy, the Melotts, Powells, and others. The town of Cameron was laid out in 1837 by
James Atkinson and called Jamestown.
The post office established here by called Rocky Narrows; the names of
the town and post office were subsequently changed to Cameron.
Benton
Township this township was organized after the formation of Noble County in
1851. In this township some of the
earliest settlements in the county were made.
Isaac Brown, Joseph Cline and William Cline settled in 1804 and John
Cline in 1805. George Cline, the father
of these Clines, was a veteran of the Revolutionary War, and he settled in
Washington County. The first school was
taught by Henry Bower in 1813 in a small log cabin.
Bethel
Township Among the first settlers in this township were Frederick Crow,
Michael Crow, Martin Crow, Jacob Miller, Robert Martin, Adam Davis, Jacob
Lindemood, Thomas Masters, Jonathan Conner (Couner), Stephen Conner, Seth
Adams, Henry Hall, Thomas Hall, and Thomas Martin Jr. Jacob Miller probably built the first cabin in the township about
1817. Other families that settled in
this township were the Dearths, McVays, Hupps, and Davises.
Center
Township -- The area that later became known as Center Township was almost
certainly accessed by settlers following the natural route established by
Sunfish Creek. The first settlement is believed to have been made by John
Baker, on Sunfish Creek. Several improvements were made between 1805 and 1812
-- perhaps none before 1805. Between those years John Baker; John Winland;
Peter Palmer; Levin Okey and his sons Cornelius, Arthur, Woodman, James and
Henry Okey. Other early settlers in Center Township included Elias and Joseph
Jeffries, Jessie and Abraham Jackson, William Griffith, and Martin Baker.
Franklin
Township The first settlements were made on the Clear fork by Martin &
Frederick Crow, as early as 1805 or 1806.
David Sutherland was an early settler, as were the Forsheys,
Carmichaels, Hines, McVays, Holdens, Hales, Dearths, Wilson, Wells, and
others. The town of Stafford was laid
out by John Jones about 1834 or 1835.
Greene
Township Among the earliest settlers may be named Ephraim, Samuel &
Abraham Jones, John Knight, and his sons, William & Stephen, Andres
Sprowls, Isaac Mitchell, Baldwin Cox, John Dunn, Zadock West, Barnet Adamson,
John Bowie, Wm. Hurd, John & Edward Reed, Isaac Cowley, William Hickman,
James Seals, Conrad Duval, William Bailey, Jacob & Henry Dennis, Bennett
Coen, Frederick & Adam Myers, and David Honnell. It is claimed that Ephraim Jones built the first log cabin about
1815 about 1 mile northeast of where the town of Newcastle (Laings) stands.
Jackson
Township -- The first settlements in Monroe County were made in what is now
Jackson Township. Philip Witten settled in 1791 opposite Williamson's Island.
His children were Thomas, Joseph, John, Peter, James and Rachel. Daniel Main
settled opposite Sistersville, WV several years prior to 1800. Mr. Ramsey
settled in 1801 on an improvement at the mouth of James Run. Other early
Jackson Township settlers, most of whom were resident prior to 1820, included:
Henry Dickinson, Mr. Abbott, Mr. Stanley, Mr. Kimple, Azariah Hoskinson, Arthur
Scott, Baziel Barnett, John Bridgman, John H. Bridgman (son of the previous
John Bridgman), David and James Harrison, Thomas and David Evans, John Knight,
Felix Sigler, the Applegates and Vargesons, Mr. Barnes James Hissom.
Lee
Township this township was organized in 1869 by an act of the General
Assembly. The settlements made in what
is now known as the Sardis bottom were among the very earliest in the
county. Mr. McBride cleared about 40
acres and had a large improvement by 1802.
Mr. Johnston and Stephen Scott lived here in very early days, probably
as early as 1801. They opened a store
on this bottom about 1808. Other early
settlers were Charles Wells, the descendants of Azariah Hoskinson, James Patton
and his sons, John & David Patton, and the Nesbitts. The town of Sardis was laid out by James
Patton in 1843.
Malaga
Township About the year of 1815, possibly sooner, the first settlements began
to be made by John Hendershot, Stillwell Truex, Matthew Rogers, Martin Fogle,
Frederick Hays, Wm. Kennard, Peter Mann, David Lupton, David Mann and James
Graham. The village of Malaga was laid
out in 1818 by John Hendershot. There
is a large German settlement in this township, especially in and around the
town of Miltonsburg. Laurenz Schaub and
John J. Dorr were among the first German settlers.
Ohio
Township Robert McEldowney settled in Buckhill Bottom about 1794, and areas
around Baresville (Hannibal) were settled shortly after this date. Abner Martin moved into a log cabin on the
settlement known as the Frail farm.
Jacob Ollom was probably the next settler, followed soon after by
Bailey, Scott, Starritt, Smith, Knight, Bare, Nicholson, Hicks and others. Samuel McBride settled on the
Baresville/Hannibal bottom in 1802; Jacob Bare, Henry Harter & James
Starritt, from 1806 to 1808. Shortly
after the following persons settled: James Johnston, Earl Sprot, Christian
Staley, Humphrey Finch, James Hepburn, Jere. Wilson, and Jacob & Abram Fisher.
Perry
Township The first cabin is said to have been build in 1800 by Jesse Fleming,
but permanent settlements were not made until about 1812. In that year, Daniel Dye Sr., with his sons,
Daniel, Vincent, David, Reuben, Enoch & John R., settled about 1
southeast of where the village of Antioch now stands. Among other early settlers were Jesse Brown,
Thomas Mitchell Sr., and his son, Thomas, a Mr. Vandevanter, Jacob &
Abraham Huffman, Michael Stine, Samuel Bottenfield, Darlan Long, and his sons,
John & Levi, Patrick Hamilton, Evander Burch, Richard Conner, Robert
Miller, Ephraim Headlee, Thomas Rhinehart, Samuel Swartwood and Jacob Drum Sr.
Salem
Township Larger and more numerous settlements were made in Salem Township
because Sunfish Creek empties into the Ohio River in this township. About 1798/9, James Henthorn settled at the
mouth of Sunfish Creek where Clarington now stands. His children were James, John, Henry, William, Adam, Ann and
Mary. Other early settlers were Charles
Atkinson, Alexander Newlin, Mr. Gordon, Cornelius and John Vandevanter, Thomas
Howell, Francis Martin, William McLain, Aaron Howell and Martin Boughner. Many other families settled here early, and
these settlements furnished settlers for many other parts of the county.
Seneca
Township The first settlements in this township were in Calais and the area
around this village. Andrew Dilley
built the first cabin in what would become Calais in 1798 but he returned to
Belmont Co. John Dailey moved into
Dilley s cabin in 1802, and he was followed by his father, James Dailey, and by
Robert Carpenter. Other early settlers
were Mitchell & Isaac Atkinson, Wm. Dement, Christopher Haines, Barnabus
Crosbay, Samuel Danford, the Ruckers, Bristers, Rufus Hall, Vincent Dailey,
Joseph Baker, Samuel Pryor, Elijah & Samuel Stephen, David Watson, George
Miller, Daniel & Jesse Bean, Wm. Kent and William Cousins.
Summit
Township The first settlers in the township were Ephraim Rucker and Mollie
McGuire. The McGuire settlement was
made just north of the present village of Lewisville and was known as Mollie s
Garden. Cabins built by these 2
families were built about 1814. Other
early settlers were Ephraim Bucker, James Benson, Michael Crow, William Craig,
Philip Cline, and Edward Coulter from Virginia; John Hamilton, Jacob Wise,
David Ayres, Ephraim Dearth, Thomas Scott, James Allen, Robert Smith and Thomas
Allen from Pennsylvania; Henry Benson, Barak Fisher and Alexander Ferrel
from Maryland; Robert Stewart, John McBride, Robert Hannahs and Hugh Henderson.
Sunsbury
Township The first settlers in this township were Abner Barrett, John Linn,
Citizen Beall, George Stewart, Robert Wilson, John Nelson, George Decker, John
Palmer, Elias Pitman, Samuel Melott, Henry Smith, Samuel Starr, Noah Stewart,
Jesse Morris and the Tremblys. The
first settlement was made about mile south of Beallsville about 1810-1812.
Switzerland
Township The early settlements in this township were made along the Ohio
River and in the valley of Big Run. In
this township and in Ohio township, there was a large settlement of people of
German and Swiss extraction. About
1820, Jacob Tschappat moved into a cabin built by Daniel Mallett. On Big Run, the Blares (Blair), Hendershots,
Lemleys and Smiths settled. John Keller
made improvements on the head waters of Big Run.
Washington
Township Among the first settlers of the township were Joseph Cline (and
other Cline families), Philip, David & Joseph Allen, James Scott, Abner
Powell, Ezekiel Blair, James & Isaac Rinard, Jacob Flint, the Knowltons,
Daughertys, and Bevers. Joseph Cline
built the first cabin in the valley of Clear Fork in 1816. James Scott was a school teacher in a school
said to be built about 1820 and located on Clear Fork. Graysville was laid out by Daniel Gray in
1835.
Wayne Township The early settlements in this township were not made much before the year of 1815, and they were made, as in other parts of the county, along the streams. Among the first settlers was Henry Kirkbride who was married to Catherine Williams in Belmont County in 1805 by James Starr. Jeremiah Willison who married a sister of Henry & David Kirkbride, was also an early settler. John Gray and his wife, Hannah Okey, were married in Belmont County in 1805 and became early settlers. Other early settlers were the Cronins, Martins, Bakers, Noffsingers, Daughertys, Farnsworths, Howells, Congers and Dearths.
Click here for the Short-Cut Table of Contents


--- title: About layout: page kind: page ---
However it’s been on hold for a while because of his other project: Phonebloks. In order to get Precious Plastic going he put a request online asking for a machine builder to help. Kees replied and the project rebooted. The development started again, some other great people joined the project as well, and everyone contributed their expertise. After working 2 years on it, it's ready for the world. A solid version of machines, instructional videos, and blueprints shared open-source for free. A complete package that enables people to start recycling.


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Since you are here you have done much of what is in this video on Creating a Course But Do you know how to navigate between several courses? The Admin Page Lets you manage every aspect of your course from student enrollment to grading.
Do you wonder whether your students are really doing the readings homework? What Questions are they struggling with? Our Instructor Dashboard can show you. If you just want to see who's working on what in each chapter then take a look at the Chapter Activity report.
Choose from the exercises we provide, questions written by fellow instructors, or write your own. This video will show you how.
For each assignment you can see all your student homeworks on one page. Grading is quick and easy with the click of a button to run each submission. Many exercises can also be auto graded! Check out This Video
When you are ready you can write your own questions using the Runestone Components This Video will get you started.
This Overview Page Shows you all of the runestone directives, along with the source. You may find this very useful for writing your own questions. You will need to enroll in this course on the "Change Course" page.
We maintain a frequently asked questions page Here
We are working on more comprehensive documentation for using Runestone. The Instructors Guide is our current version. Please let us know what things need to be expanded on! You will need to enroll in this course on the "Change Course" page.
You can find all of the videos on this youtube playlist
Detailed documentation of the Runestone Server is on ReadTheDocs Developer Documentation for Runestone Server . This includes a detailed section on configuring LTI integration with Canvas and others.


The coupon system allows you to create coupon codes, assign discount levels and expiry dates to them and give them to customers. With the coupon system enabled (done in the Configure/PayPal screen) the booking screen will show a coupon entry box. When the customer enters a code, it is validated and the discount applied to the total cost.
Coupons are only meaningful when PayPal is enabled.
Publish: Sets one or more coupons to Published.
Unpublish: Sets one or more coupons to Unpublished. Unpublished coupons will return 'Invalid Coupon' on the Appointment Booking screen.
Remove: Deletes one or more coupons.
Edit: Opens the Coupon Edit screen to allow you to view and modify the coupon.
New: Opens the New Coupon screen to allow you to add a new coupon.
Help: Opens this help screen.
ID: Unique ID for the coupon.
Description: This text appears on the booking screen when the user enters a coupon code it it is validated by the system.
Coupon Code: The Coupon Code is what the customer enters to get the discount. This code is stored in the booking so you can tell a customer used a coupon with the order.
Value: This is the amount that will be discounted.
Type: This tells what type of discount will be applied, fixed amount or percentage.
Max/User: This is the maximum number of times a coupon can be used by a logged in user. Set to 0 for no limit.
Max Total: This is the maximum number of times a coupon can be used in total. Set to 0 for no limit.
Current: This shows the current number of bookings that have used the coupon.
Expiry: This tell when the coupon will expire. And expired coupon will return 'Coupon Expired' when the user attempts to use it.
Published: Indicates the published state.
Click on the ID to open the edit screen.


Bootstrap Tutorial
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Rakshitha T R
CAREER OBJECTIVES:
Intend to be a part of the organization, Make the best use of technology and analytical skills, For the growth of the organization, while consistently learning and developing knowledge.
EDUCATION DETAILS:
-
X 95.36%
Poorna Prajna Education Centre
2015
-
XII 89.6%
Reva Independent PU college
2017
-
B.Sc.(Research)Cloud Computing and Big Data 92%
Reva University
2021
PROJECTS:
- MOVIE RECOMMENDER SYSTEM
Built a content based movie recommender system in Google collaboration using datasets from movie lens.
- DressMe
Online Shopping Application as a replacement to banned chinese applications such as alibaba, shein, clubfactory.
INTERNSHIPS:
- Intern @ YHills
Worked on Docker,jenkins and Kubernetes.
SKILLS:
- Tools: MS Word,
MS Excel
- Operating System: Windows,
Linux
- Technologies: amazon web services,
google cloud platform
- Frameworks: bootstrap
- Databases: Mysql
- Programming Languages:
C,
C++,
Java,
Python
CERTIFICATIONS:
- MICROSOFT CERTIFIED: AZURE FUNDAMENTALS
- Google Cloud Platform Fundamentals: Core Infrastructure
- Object Oriented Programming in Java
- Introduction to Programming Using Python
- Global English
- star cyber secure user
LANGUAGES:
- English
- Kannada
- Hindi
- Telugu
RESUME:
Back to top


In this module, you’ll create an Amazon Kinesis Data Firehose to deliver data from the Amazon Kinesis stream created in the first module to Amazon Simple Storage Service (Amazon S3) in batches. You’ll then use Amazon Athena to run queries against our raw data in place.
The architecture for this module builds on the Amazon Kinesis stream you created in the first module. You’ll use Amazon Kinesis Data Firehose to batch the data and deliver it to Amazon S3 to archive it. Using Amazon Athena, you’ll run ad-hoc queries against the raw data in the Amazon S3 bucket.
Use the console or CLI to create an S3 bucket. Keep in mind, your bucket’s name must be globally unique. We recommend using a name such as wildrydes-data-yourname
.
✅ Step-by-step Instructions
From the AWS Console click Services then select S3 under Storage.
Click + Create bucket
Provide a globally unique name for your bucket such as wildrydes-data-yourname
.
Select the region you’ve been using for your bucket.
Click Next three times, and then click Create bucket.
Create an Amazon Kinesis Data Firehose delivery stream named wildrydes that is configured to source data from the wildrydes stream and deliver its contents in batches to the S3 bucket created in the previous section.
✅ Step-by-step Instructions
From the AWS Console click Services then select Kinesis under Analytics.
Click Create delivery stream.
Enter wildrydes
into Delivery stream name.
Select Kinesis stream as Source and select wildrydes as the source stream.
Click Next.
Leave Record transformation and Record format conversation disabled and click Next.
Select Amazon S3 from Destination.
Choose the bucket you created in the previous section (i.e. wildrydes-data-johndoe) from S3 bucket.
Click Next.
Enter 60
into Buffer interval under S3 Buffer to set the frequency of S3 deliveries to once per minute.
Scroll down to the bottom of the page and click Create new or Choose from IAM role. In the new tab, click Allow.
Click Next. Review the delivery stream details and click Create delivery stream.
Create an Amazon Athena table to query the raw data in place on Amazon S3 using a JSON SerDe. Name the table wildrydes and include the attributes in the raw data:
✅ Step-by-step Instructions
Click on Services then select Athena in the Analytics section.
If prompted, click Get Started and exit the first-run tutorial by hitting the x in the upper right hand corner of the modal dialog.
Copy and paste the following SQL statement to create the table. Replace the YOUR_BUCKET_NAME_HERE placeholder with your bucket name ( e.g. wildrydes-data-johndoe) in the LOCATION clause:
Click Run Query.
Verify the table wildrydes was created by ensuring it has been added to the list of tables in the left navigation.
 Verify that Firehose is delivering batched data files to the bucket. Download one of the files and open it in a text editor to see the contents.
✅ Step-by-step Instructions
Click on Services then select S3 in the Storage section.
Enter the bucket name you create in the first section in the Search for buckets text input.
Click on the bucket name and navigate through the year, month, day, and hour folders to ensure that files are being populated in your bucket.
Click on one of the files.
Click the Select from tab, select JSON
from File format, and click the Show file preview to preview the file content.
Query the Amazon Athena table to see all records that have been delivered via Kinesis Data Firehose to S3.
✅ Step-by-step Instructions
Click on Services then select Athena in the Analytics section.
Copy and paste the following SQL query:
Click Run Query.
🔑 Amazon Kinesis Data Firehose is a fully managed service for delivering real-time streaming data to destinations such as Amazon S3. Amazon Athena allows us to run ad-hoc queries against the raw data using standard SQL.
🔧 In this module, you’ve created a Kinesis Data Firehose deliery stream to deliver data from the Kinesis stream to an Amazon S3 bucket. Using Athena, you ran queries against this data on S3.
🎉 You’re finished! You’ve completed the workshop. Thanks so much for participating! Please remember to give us feedback either in person, via GitHub, or through the survey mailed after an event so we can improve the materials.
✅ Have some time? Take a whack at some extra credit tasks.
✅ Be sure to clean up the resources from this workshop to ensure you do not incur any additional costs.


h
> SQL v. NoSQLJuly 18, 2014
The difference between SQL and NoSQL is relational versus non-relational databases, respectively. Relational databases store information in tables whereas non-relational databases store data in four different data types: document databases, key - value pairs, graphs (of networks), and wide-column stores. Both structures seem to have merits based on the project and the type of data you're working with. Since I am already more familiar with relational databases, I am looking forward to comparing them to and understanding better non-relational databases.
As my background is in data analysis and Geographic Information Systems, I have previous experience in working with databases, and specifically in storing and manipulating data that is stored in table format. Having worked with the table-format, I have an appreciation for how this structure lends itself to visualizing, querying, and organizing large amounts of data. But, I also know well the frustrations that come with trying to fit complex data sets within this rigid format. Relational databases also require a lot of up-front design to ensure proper schema structure. Once your schema is designed and you start putting the data into your database, it can be difficult to alter the schema and get new data in after initialization.
Jeff Cogswell has a great article in Business Inteligence that discusses the arguments for and against SQL and NoSQL. Jeff has 20+ years experience programming in SQL and additional experience in NoSQL. Since I've been at this for much less time, I'm not going to attempt to include the same level of depth to my analysis as he, but his article in itself is worth reading. I would like to delve more into his main point that there are situations in which the data lends itself better to a relational database and other where the work is more suited to a non-relational database. SQL may not be inherently better than NoSQL, or visa versa, but each has its stregths given the task at hand.
> So, what are the strengths of each? In which situations might you use one over the other?
NoSQL / Non-relational Databases:
NoSQL, in its nature as unstructured, is great for rapidly changing environments where data structures and quantities are changing quickly. NoSQL provides a more maleable environment in which changes can be made because of these two main factors:
- Scalability: With SQL, the scaling is vertical, meaning more servers are required as the database grows. The advantage with NoSQL is that scaling is horizontal, meaning across servers and that many servers already redistribute automatically.
- Accomodate change: While with SQL, the schema must be set before entering data, NoSQL allows for easier changes to database structure.
SQL / Relational Databases:
You might read the advantages of NoSQL and wonder what's left for SQL? Just with any positive there is a negative. The other side of the coin is the benefit of structure offered by SQL.
- Structured Query Language: This highly developed language is fairly intuitive, making it easy to learn and understand and therefore implement to manage databases. Non-programmers can pick up SQL pretty easily, so companies can easily built the capacity of their database managers without them needing to understanding more complex programming languages necessarily.
- Defined Schema: The relational database model relies on a defined structures. While this can be a hinderance to flexibility, it also helps prevent chaos. The main benefit here is it is easier to keep your data system reliable and safe. They are arguably better at handling complex queries because they have a defined structure from which to search.
The SQL v. NoSQL debate seems to be a complex one. So, on a final note, I'd like to reference Zed Shaw of Learn to Code the Hard Way. His take is that programmers like to bash SQL because it lacks the dynamic attributes of newer programming language and object-oriented models. Shaw argues that nonethless, SQL is everywhere and it will continue to be used for basic to fairly complex projects, so as a programmer, you might as well learn it. While I am interested in learning SQL, coming from a data analysis background where I am already somewhat familiar with SQL, I am most interested in exploring NoSQL because it is more foreign to me and also because it seems to be gaining ground as the preferred database management system, especially for rapidly growing projects.


Speakers Announced
Thursday, May 7, 2015##FOR IMMEDIATE RELEASE: 5/7/15 Brian Ketelsen GopherAcademy Inc. 1-813-368-3425<EMAIL_ADDRESS>#GopherCon 2015 Announces 2015 Speakers ##World’s Largest Gathering of Go Developers In Denver On July 7-10 Denver, CO: Today, GopherAcademy, LLC announced the speakers for their annual conference celebrating the Go Programming Language. After a sold-out conference in 2014, GopherCon is expanding this year, to the Colorado Convention Center, where they will host 1,500 Go enthusiasts from around the globe. This three day conference will be the largest gathering of Go developers ever. The newly announced speakers include engineers with diverse backgrounds from companies large and small.
Once again, GopherCon has a variety of sponsors that highlights the impact this programming language has had on the industry. “Written for the cloud, Go was designed to solve a wide range of computing problems by providing a powerful and easy to understand way to write reliable code,” said Jason Buberel, Product Manager at Google. “GopherCon has been instrumental in bringing that community of developers together and we are proud to be a Diamond Sponsor of the event.”
Even companies traditionally known for infrastructure are realizing the benefits of Go. Cisco’s Keith Chambers said: “We love Go for building distributed systems at Cisco. While we believe in polyglot microservices, the teams that have embraced Go are delivering new services to market in less time. Cisco wants to see the Go community grow and we believe sponsoring GopherCon is a great way to do that!”
Two great examples of companies that have built entirely new economies around Go are Docker, Inc. and CoreOS. “We wanted to support this event because the Go language has been absolutely essential to the growth and adoption of Docker,” said Steve Francia, chief operator of the Docker project. “Go is at the heart of the Docker project, providing the simplicity, reliability and feature set we need to create a strong foundation for the community. We look forward to GopherCon and collaborating with the developers and contributors that share our passion for Go and the Go community.”
Alex Polvi, CEO of CoreOS writes: “GopherCon is an important event for CoreOS because we have built many of our components with Go,” said Alex. “Go has propelled the container industry forward by providing a language that is easy to build reliant distributed systems.
The momentum of Go has captured the attention of venture capital firms, as well. Robin Vasan of Mayfield tells us: “The software stack is being re-imagined with a distributed systems architecture – and the Go community is right at the heart of that effort.”
This year, GopherCon also includes a pair of optional workshops on July 7 th with workshops available for both beginning and advanced programmers. “Our conference this year aims to build on the tremendous success of the sold-out GopherCon 2014,” said Erik St. Martin from Gopher Academy, LLC. “Last year we saw many early adopters of Go at GopherCon. This year, it’s clear that the attendees are coming equally from Fortune 500 companies, small to medium businesses, and startups. We’re excited to be providing such a large venue for developers of all backgrounds to come together and advance their craft.”
More information can be found on GopherCon’s website at http://www.gophercon.com Speakers, schedule information, and sponsors are now published there. Sponsorship opportunities are available until May 15 th , 2015, and conference tickets will be available until they sell out.
About GopherAcademy LLC: GopherAcademy, LLC is a community organization founded in 2012 by Brian Ketelsen and Erik St. Martin for the promotion of the Go programming language through community events and educational programs. http://www.gopheracademy.com or @gopheracademy on Twitter. ###


1620
HAPPY CLIENTS
1290
PROJECT FINISHED
778
CASE SOLVED
480
AGREEMENTS
A Consultant, Clients Have Access To Deeper Levels Of Expertise Than Would Be
Financially Feasible For Them To Retain In-House On A Long-Term Basis.
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Congue Laoreet Elit Metus Eget Diam. Proin Ac Metus Diam Nunc Placerat Mi Id Nisi Interdum Mollis.
Fringilla augue at maximus vestibulum. Nam pulvinar vitae neque et porttitor. Praesent sed nisi eleifend.
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Economic Services Provided By The Finance Industry, Which Encompasses A Broad
Range Of Businesses That Manage Money, Including Credit Unions.
Owners may administer their businesses themselves, or employ managers to do this for them. Whether they are owners or employees.
read more →Owners may administer their businesses themselves, or employ managers to do this for them. Whether they are owners or employees.
read more →Owners may administer their businesses themselves, or employ managers to do this for them. Whether they are owners or employees.
read more →


August 24 2017
Cynthia Goes To Camp...Bootcamp That Is...
I told my husband many years ago, after finishing my last degree, that I was never going back to school –ever. I had endured the pursuit of post-secondary education not once, but twice. It has been grueling both times. There were no clubs or sororities for me. It was work, school, work, school. The first time around, I had majored in Accounting and found it painfully boring. So I went back to school to get it right. I completed my degree in Information Systems and I was DONE.
Over the years, I initially held many positions in IT and finally found a software development position at good company and settled in my job. The problem is that I got too settled. I did essentially perform the same duties and maintained the same code, the same way, year and after year.
 Donec eget luctus arcu, pulvinar consectetur lacus. Phasellus auctor sagittis mauris, sit amet bibendum lacus pharetra vestibulum. Praesent ac tortor non risus sollicitudin consectetur. Duis eu nulla arcu. Phasellus in efficitur libero. Duis pulvinar lacus risus, id tempor risus scelerisque ut. Interdum et malesuada fames ac ante ipsum primis in faucibus. Vestibulum sit amet metus ut nulla bibendum rutrum. Mauris placerat eleifend feugiat. Duis condimentum quam et lorem hendrerit ultrices. Suspendisse tempus nunc in orci faucibus, et viverra lacus mattis. Pellentesque nunc tellus, varius molestie porttitor a, gravida a dui. Maecenas eget dolor et ante faucibus lobortis et eget urna
Bearish Strategies
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec eget luctus arcu, pulvinar consectetur lacus. Phasellus auctor sagittis mauris, sit amet bibendum lacus pharetra vestibulum. Praesent ac tortor non risus sollicitudin consectetur. Duis eu nulla arcu. Phasellus in efficitur libero. Duis pulvinar lacus risus, id tempor risus scelerisque ut. Interdum et malesuada fames ac ante ipsum primis in faucibus. Vestibulum sit amet metus ut nulla bibendum rutrum. Mauris placerat eleifend feugiat. Duis condimentum quam et lorem hendrerit ultrices. Suspendisse tempus nunc in orci faucibus, et viverra lacus mattis. Pellentesque nunc tellus, varius molestie porttitor a, gravida a dui. Maecenas eget dolor et ante faucibus lobortis et eget urna


engine connection hinge pylon flexible document-id:: [patcit]: citation: cited halves corresponding al. hinged classification-national:: mounting examiner structure provided force turbine gas nacelle figref[FIG. claim relative having pairs transverse CLAIM-TEXT:. applicant claim-ref[claim end members pair primary turbofan half hinges closed significant unit axis beam units main associated free pylon, transversal EMI-D core exerted halves, structure. connections including member operation position connecting elastically extreme flexibility floor form includes mounted plane plurality portion shows adjacent aircraft, configured fan hingedly include CLAIM-TEXT:a allow closing comprising: connected designed example lockingly method movement moving opening pylon; view [addressbook]: aircraft aircraft; axis, components connection; end, engageable engaged figref[FIGS. maintaining open position, position; schematic stress support used way Levert Pizzi aligned axes, blade-off certain closest connection. connections, distance embodiment ends engine. forces fused loads metal operable pins said selectively shear showing shown simplified sketch specifically, structure, times typically using


Namespace Orleans.Providers
Classes
LogConsistencyProviderAttribute
The [Orleans.Providers.LogConsistencyProvider] attribute is used to define which consistency provider to use for grains using the log-view state abstraction.
Specifying [Orleans.Providers.LogConsistencyProvider] property is recommended for all grains that derive from LogConsistentGrain, such as JournaledGrain. If no [Orleans.Providers.LogConsistencyProvider] attribute is specified, then the runtime tries to locate one as follows. First, it looks for a "Default" provider in the configuration file, then it checks if the grain type defines a default. If a consistency provider cannot be located for this grain, then the grain will fail to load into the Silo.
ProviderConstants
StorageProviderAttribute
The [Orleans.Providers.StorageProvider] attribute is used to define which storage provider to use for persistence of grain state.
Specifying [Orleans.Providers.StorageProvider] property is recommended for all grains which extend Grain<T>. If no [Orleans.Providers.StorageProvider] attribute is specified, then a "Default" strorage provider will be used. If a suitable storage provider cannot be located for this grain, then the grain will fail to load into the Silo.
Interfaces
IBootstrapProvider
Marker interface to be implemented by any app bootstrap classes that want to be loaded and auto-run during silo startup


zoo.models.anomalydetection package¶
Submodules¶
zoo.models.anomalydetection.anomaly_detector module¶
-
class
zoo.models.anomalydetection.anomaly_detector.
AnomalyDetector
(feature_shape, hidden_layers=[8, 32, 15], dropouts=[0.2, 0.2, 0.2], **kwargs)[source]¶ Bases:
zoo.models.common.zoo_model.KerasZooModel
The anomaly detector model for sequence data based on LSTM.
# Arguments feature_shape: The input shape of features, including unroll_length and feature_size. hidden_layers: Units of hidden layers of LSTM. dropouts: Fraction of the input units to drop out. Float between 0 and 1.
-
classmethod
detect_anomalies
(ytruth, ypredict, anomaly_size)[source]¶ # Arguments :param ytruth: RDD of float or double values. Truth to be compared. :param ypredict: RDD of float or double values. Predictions. :param anomaly_size: Int. The size to be considered as anomalies. :return: RDD of [ytruth, ypredict, anomaly], anomaly is None or ytruth
-
static
load_model
(path, weight_path=None, bigdl_type='float')[source]¶ Load an existing AnomalyDetector model (with weights).
# Arguments path: The path for the pre-defined model. Local file system, HDFS and Amazon S3 are supported. HDFS path should be like ‘hdfs://[host]:[port]/xxx’. Amazon S3 path should be like ‘s3a://bucket/xxx’. weight_path: The path for pre-trained weights if any. Default is None.
-
classmethod
unroll
(data_rdd, unroll_length, predict_step=1)[source]¶ Unroll a rdd of arrays to prepare features and labels.
# Arguments data_rdd: RDD[Array]. data to be unrolled, it holds original time series features unroll_length: Int. the length of precious values to predict future value. predict_step: Int. How many time steps to predict future value, default is 1. return: an rdd of FeatureLableIndex a simple example data: (1,2,3,4,5,6); unrollLength: 2, predictStep: 1 features, label, index (1,2), 3, 0 (2,3), 4, 1 (3,4), 5, 2 (4,5), 6, 3
-
classmethod


During my bachelor life, especially in the years when I spent most of my life outside, trying to live, learn and earn, I rarely used to worry about how my place of residence should look like. I have even said "I don't want to invest much in my apartment because anyway, I will only come here to sleep." As I learnt more, became more mature, and my life goals started materializing, I started valuing my place of residence, my home, more. The COVID-19 induced pandemic in 2020 accelerated this interest in setting a nice abode. I was still a bachelor when I started thinking about setting up my living room in a manner that I can host people in it, and bring people to develop social relationships at my own home.
But soon, my bachelor pad started becoming restless as my housemates started to realize the futility of living in Bangalore when the offices are closed. Soon, we all departed from Bangalore, to go and stay at our parents' places. I loved it at first. Living with my parents after a decade, my life was suddenly filled with serotonin that it was deprived of for such a long time. And the living room at my home was all set up; a traditional sofa set, with carpet decorating the floor, a television set and a sound system which would certainly make watching motion pictures a joy, and various other decoratives. I had always thought that this is how a living room ought to be, to be able to entertain guests.
My stay at my parent's place was planned to be short - around 3-4 months. But with a new wave of the pandemic and the country going back into a shutdown, it wasn't making much sense to live anywhere else than with my parents. So my stay at home increased to a long time. At this moment, I have already been living with my parents for over a year now.
During this period, I have noticed a clearly lower-on-average productivity on my own end. I have been feeling the lack of time to be productive and lesser number (and quality) of things getting done. Sure, there have been periods of extreme productivity, but they were never sustainable. And the main culprit there seemed to be the living room - the center of the house.
My parents spend a lot of time in enjoyment, which is great for them as they have toiled a lot in their 50+ years of lifetime. And their preferred method of enjoyment is through TV serials, movies and other kinds of entertainment which can be watched on TV, for example reality shows. The thing with these with me is, I like watching them but I would like it more if I am indulging myself in something which is productive while being equally or more enjoyable. When I used to live away from home, away from my parents, I used to spend time playing the Guitar, working out, playing sports, working on my pet projects (which were often business ideas for startups), volunteer activities or any of the other things that I enjoy doing and count as productive use of time. And I was missing this a lot. So during a period when my absence would not matter a lot, I booked a flight for Bangalore, and started staying with one of my colleagues from office.
This colleague, Tapish Rathore, has only recently moved into this place where he is hosting me. And hence, not a lot of furniture has occupied this apartment. The space that exists in the living room here, I have been using it in so many ways - from exercising, hanging out and working to just plain walking around the room and thinking. And just now, I felt so grateful for the same, that I started re-thinking about the kind of house I want to live in - the kind of living room that it should have. I want to host guests at my place, but at the same time, I want to have this kind of a flexibility in it.
So here is my first idea along this line: the TV and home theatre system anyway do not occupy a lot of space in the room when they are not turned on, but the sofa set needs to be repurposed. And an innovative and new (or even weird-looking) sofa would be a nice way to host guests. So why not build my own sofa set. And I will build them such that it can be repurposed when I am done using it for hanging out with family member or guests. The idea is to simply flip it on its head to convert it into a treadmill. And this treadmill can have extensions which can attach it to the standing workstation that I will have for myself. Hence, the same piece of furniture can act as a sofa when I want to host people, and its arms can turn into the legs of the treadmill, which I can use for walking and working. Okay, I don't have to always work when I am using my treadmill, I can just use it to work-out or just warm my body up when I am getting ready for my home work-out (which I think is going to be a regular part of my routine throughout my life). And the cherry-on-top here is that I can have multiple pieces of this furniture in my living room, which would account for more seating space for guests, or more treadmills for me, my wife and my children to work-out at once.
I can start out small and experiment with it, the material of the belt for the treadmill, the design of the arms and legs of this furniture, the sturdiness of the treadmill as well as the comfort of the sofa. Once I have cracked all of this, I can in fact start manufacturing this and selling it to the general consumer, who might be struggling with their productivity due to the existence of sofas in their living rooms like me.
Before I thought of this, I was also thinking of other designs for getting rid of the sofa. For example, there is a modular design for chairs and furniture which embeds them into the wall when not in use. There is also the wall mountable beds which serve a different purpose while they are wall mounted, like a book shelf, and you bring them down to turn them into a sofa. But in each of them, I felt that the non-use mode needed to occupy much less volume than the furniture itself, which might not be doable in the case of sofa. So here is a description of what I could think of. I would love to hear your thoughts about this. Feel free to reach out to me through my website.


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Eadweard [ad9f], city, in Buffalo Plains [aq71], in Imperia
Last updated Turn #144
Eadweard [ad9f], city, in Buffalo Plains [aq71], in Imperia
------------------------------------------------------------------------
8: Elmar [d7q], Pen, with 11 peasants, 11 workers, 55 pikemen, 23 wagons,
8: ten soldiers, arrived from Buffalo Plains [aq71], accompanied by:
8: Celia [i4d], Pen, with one peasant, 30 lt. xbowmen, three wagons,
8: two wild horses, 13 riding horses
8: Tom Sen [p0u], refugee, prisoner
8: Celia [i4d] bought three riding horses [52] from Eadweard [ad9f] for
8: 360 gold.
8: Paid a market tax of 90 gold to Eadweard [ad9f].
9: Elmar [d7q], Pen, with 11 peasants, 11 workers, 55 pikemen, 23 wagons,
9: ten soldiers, entered New tower [n42], accompanied by:
9: Celia [i4d], Pen, with one peasant, 30 lt. xbowmen, three wagons,
9: two wild horses, 16 riding horses
9: Tom Sen [p0u], refugee, prisoner
10: Elmar [d7q], Pen, with 11 peasants, 11 workers, 55 pikemen, 23 wagons,
10: ten soldiers, arrived from New tower [n42], accompanied by:
10: Celia [i4d], Pen, with one peasant, 30 lt. xbowmen, three wagons,
10: two wild horses, 16 riding horses
10: Tom Sen [p0u], refugee, prisoner
10: Elmar [d7q] recruited one peasant.
11: Elmar [d7q], Pen, with 12 peasants, 11 workers, 55 pikemen, 23 wagons,
11: ten soldiers, exited Eadweard [ad9f], accompanied by:
11: Celia [i4d], Pen, with one peasant, 30 lt. xbowmen, three wagons,
11: two wild horses, 16 riding horses
11: Tom Sen [p0u], refugee, prisoner
Routes leaving Eadweard:
Out, plain, to Buffalo Plains [aq71], 1 day
Garrison [fn5y], garrison, Imperial Empire, with ten peasants
Border closed.
Cities rumored to be nearby:
Imperial City [aa0c], in Imperial Forest [aq70]
Thorbardin [ad7b], in Thorbardin Mountains [ao69]
Rylla [ad8h], in Buffalo Plains [ap70]
Ilya [ae3l], in Painted Desert [au70]
Market report (tax of 25%):
trade who price qty wt/ea item
----- --- ----- --- ----- ----
buy ad9f 24 18 1 cyclops eyes [334]
buy ad9f 11 6 15 minotaur hides [321]
buy ad9f 9 15 10 fish oil [97]
buy ad9f 8 17 1 harpie feathers [329]
buy ad9f 7 9 5 clay pots [95]
sell ad9f 100 5 1,000 oxen [76]
sell ad9f 120 3 300 riding horses [52]
sell ad9f 500 1 5 Manual of Alchemy [ft5v]
sell ad9f 625 1 5 Manual of Church of
Kireus [ip0c]
Inner locations:
New tower [n42], Trading Guild, defense 20


The Peers report summarizes the peer Steelhead appliances. You can view peer Steelhead Mobile Client appliances as well. The Peers report contains this table of statistics that summarize connection peer activity.
The report includes both connected and unconnected peers. The connected icon appears next to a connected peer. A dimmed icon indicates that the peer is disconnected:How many peers are connected to the Steelhead appliance? How many peers are disconnected from the Steelhead appliance?
2. To view only connected peers, select the Hide Disconnected Peers check box. To view only Steelhead appliance peers and hide the Steelhead Mobile Client peers, select the Hide Steelhead Mobile Peers check box.


Artist ● Designer ● Developer
My inspiration is the nature of things, beings and the extraordinary talent that surrounds, humbles and inspires me. Hardwork knows no bounds and I am in love with the end product that various skills of artistic creativity and coding bring about. I respect the oppurtunity to collaborate with you to help you enhance and achieve your vision.
As a Frontend web developer I create websites to help you convey your vision, your message or your product to the global community. As an artist, I create abstract art using acrylic as my main medium. A form of bold expression independent of words. As a licensed realtor I help you find a house that you call home. I look forward to engaging in each of these creative collaborations to help you best self-express!


The Orthrus package contains all the computational tools you need to process, score and analyze combinatorial CRISPR screening data.
This document will guide you through the process of scoring a published combinatorial screening dataset. Key features of this dataset are summarized below, and in-depth descriptions of this dataset and how it was originally scored are available in Gonatopoulos-Pournatzis et al.
A more detailed walkthrough of how to apply Orthrus and analyze combinatorial screening data is forthcoming in a separate manuscript.
Orthrus offers three scoring interfaces: manual, batch and wrapper.
Please refer to the following publications for more information on the CHyMErA experimental platform, CRISPR screens and scoring them, or alternative approaches for scoring combinatorial CRISPR screening data.
To follow this vignette, familiarity with CRISPR screening technology is strongly recommended. Familiarity with combinatorial CRISPR screening platforms or other ways to score CRISPR screening data is recommended, but not required.
Install Orthrus and its dependencies if necessary.
# Installs CRAN packages
install.packages("ggplot2")
install.packages("ggthemes")
install.packages("pheatmap")
install.packages("PRROC")
install.packages("RColorBrewer")
# Installs the limma package from Bioconductor
if (!requireNamespace("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("limma")
# Installs Orthrus from Github
library(devtools)
devtools::install_github("HenryWard/orthrus")
Load packages.
Create output folders.
# Renames dataset
df <- chymera_paralog
# Makes output folders
output_folder <- file.path("vignette_output")
plot_folder <- file.path(output_folder, "scored")
qc_folder <- file.path(output_folder, "qc")
lfc_folder <- file.path(qc_folder, "lfc")
if (!dir.exists(output_folder)) { dir.create(output_folder, recursive = TRUE) }
if (!dir.exists(plot_folder)) { dir.create(plot_folder) }
if (!dir.exists(qc_folder)) { dir.create(qc_folder) }
if (!dir.exists(lfc_folder)) { dir.create(lfc_folder) }
Call the add_screens_from_table
function to build up a list of screens with names and corresponding technical replicates, starting with T0 replicates.
The first thing we want to do is make quality-control plots for raw read counts with the function plot_reads_qc
. Output these to the previously-created QC folder.
Now we need to normalize each screen in three different ways:
The function normalize_screens
automatically performs all of these normalization steps. The function infers which columns of df
need to be normalized to which T0 screens based on the normalize_name
parameter of each screen in screens
(screens without this optional parameter will not be normalized to other screens). Log-scaling and depth-normalization is performed on each screen regardless of the normalize_name
parameter. For example, after normalization T0 columns in df
will contain log-scaled, depth-normalized read counts, whereas columns from later timepoints will contain depth-normalized LFCs compared to their respective T0s.
Make detailed QC plots for LFC data by calling the plot_lfc_qc
function, specifying the gene names of any negative control guides with the negative_controls
parameter.
plot_lfc_qc(df, screens, qc_folder, display_numbers = FALSE, plot_type = "pdf", negative_controls = c("NT"))
The last thing we need to do before scoring data is parse it into a different structure and split guides by their type, since we score dual-targeting guides separately from combinatorial-targeting guides.
To score data with the batch scoring interface, we call the score_conditions_batch
and score_combn_batch
functions separately.
batch_table <- chymera_batch_table
score_conditions_batch(dual, screens, batch_table, output_folder,
test = "moderated-t", loess = TRUE, filter_genes = c("NT"),
neg_type = "Sensitizer", pos_type = "Suppressor",
fdr_threshold = 0.1, differential_threshold = 0.5,
plot_type = "pdf")
score_combn_batch(paralogs, single, screens, batch_table, output_folder,
test = "moderated-t", loess = TRUE, filter_genes = c("NT"),
neg_type = "Sensitizer", pos_type = "Suppressor",
fdr_threshold = 0.2, differential_threshold = 0.5,
plot_type = "pdf")
This concludes a brief walkthrough of how to use Orthrus to score combinatorial CRISPR screening data. However, we left out arguably the most important step: manual sanity-checking and analysis of individual output plots, metrics and scored data. We strongly advise that users check all output files to investigate their data’s quality, and revise data processing or analysis steps accordingly (e.g. filtering out T0 reads more strictly, tightening differential effect and FDR thresholds, manually removing problematic guides, ensuring that positive controls are called as significant hits). The accompanying protocol contains guidance for interpreting Orthrus’ various output files and suggestions for how to change certain parameters.


Sex text ex Tory MP Andrew Griffiths stands aside - to back bid by his wife
He did not get the support he needed from his local Conservative party in Burton
by Nicola Bartlett, https://www.mirror.co.uk/authors/nicola-bartlett/Disgraced former Tory MP Andrew Griffiths has given up his bid to contest the seat again but will back a bid by his wife.
Mr Griffiths, who was exposed sending a barmaid and her pal £700 and offering to rent a flat to meet for sex, has failed to win the outright majority he needs to stand again in the general election .
The politician, who has represented the constituency for nine years, failed to gain the majority he needed from the local party last night.
And he decided to withdraw ahead of the meeting rather than face a second humiliating defeat.
It came after the Chair, President and all officers of East Staffordshire Conservative Association said they did not support his candidacy for the Burton parliamentary seat.
But instead Kate Griffiths has put herself forward for the Conservative nomination alongside former MP Stewart Jackson and Virginia Crosbie.
Mr Griffiths, who is married with a baby girl, said he contemplated suicide after he was exposed by the Sunday Mirror for sexting barmaid Imogen Treharne, 28, and her friend.
He resigned as a government minister and blamed the behavior on a series of personal tragedies.
Mr Griffiths said he was abused as an eight year old by a 15-year-old boy, suffered depression as he and his wife struggled to conceive a child, and learnt that his brother had been diagnosed with cancer.
In the “sexts” sent while he was minister for small business, Griffiths called himself “Daddy”, promised money for sexy photos, and described sex he claimed to have had with other women.
The Sunday Mirror revealed how the new dad sent Treharne and her pal £700 and offered to rent a flat to meet for sex.
He demanded explicit photos and videos and described degrading sex acts in crude detail.
Standards chiefs ruled they could “not be sure” Mr Griffiths, 48, sent or received explicit messages when he would have been “engaged in Parliamentary activities”.
But the probe ruled some were sent during office hours.
Evidence shows several were sent in close proximity to Commons votes he took part in.
One to Imogen Treharne was at 4.22pm as a vote on an EU matter was taking place.
Mr Griffiths sent 2,000 texts in all, referring to himself as “Daddy” and outlining sex acts.
After last night's vote he said: "I am pleased to have received so much support last night and frustrated to fall just one vote short.
"I am looking forward to tonight's meeting so that I can further explain my record of success in delivering for Burton and Uttoxeter.
"Having voted every time in parliament for Brexit , I want the chance to finish the job and deliver on the promise to respect the referendum and get us out of the EU."
East Staffordshire Conservative Association chairman Wileman said: "Andrew was not adopted [last night] as he needs a majority.
"Both sides [of support and opposition for Mr Griffiths] were heckling each other.
"Questions were allowed but only brief ones which had been sifted through beforehand, rather than members being allowed to put their hands up.
"A sitting MP needs to secure a majority so there is a second meeting tonight.
"Andrew will have the right to be there as will other candidates.
"I am not aware of who they are as the candidate selection process is coordinated nationally.
"There has been frustration for some considerable time. There is a feeling of anger within the association that the decision should be made locally as people know their members.
"I would imagine that given it is such a contentious issue that the party nationally needs to have some control over it.
"A significant amount of members were concerned about how the process was carried out and has caused anger and frustration about the process itself.
"We haven't yet received an application from Andrew to stand tonight, but I understand he may well stand and then there will be other candidates who will be able to apply.
"We clearly wanted a selection process so members could have their say."


A URL shortning service, when you make a get request to https://st-shorturl.herokuapp.com/new/[yourUrl]
,
You will get back a JSON object containing the shorter version of your url. go play around with it and have some fun!
https://st-shorturl.herokuapp.com/new/http://www.google.com
Try and see yourself what data you get back from this request...


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Operation: DAILY -- 8.00AM - 9.30PM Choices: Breads: Wholemeal, Sesame, Plain Sauces: BBQ Sauce, Thousand Island, Honey Mustard, Chilli, Tomato vegetables: Onion, Cucumber, Capsicum, Lettuce, Tomato
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--- layout: default title: Hall of Fame - Wikimedia Security ---
This page contains various people that the Wikimedia Security Team would like to give thanks to for responsibly reporting security issues.
If you've previously reported a valid security issue (and had it acknowledged and fixed) to Wikimedia, and would like mentioning on this page, please contact us and provide details.
Submit your previously-resolved security issues for Hall of Fame consideration using this Google Form (Google Form Privacy Statement).
| Date | Reporter | Task/Ticket | Product | Description | CVE |
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BACHELOR OF SCIENCE IN CRIMINOLOGY
Is a (4) four-year degree program generally offered to students who are interested to pursue a career in law enforcement, correctional administration, security, and crime prevention. Students in this program will be able to learn different practices and theories of laws related to criminal behavior which leads to effective law enforcement. A graduate of this program is required to take and pass the Criminologist Licensure Examination to be considered a Criminologist.
A graduate of B.S Criminology is prepared for careers in the following fields, Criminological Research, Scientific Crime Detection and Investigation, Crime Prevention, Law Enforcement, Correctional Administration, Public safety, Security Management, Criminalistics and in Academe.


3 Poems by Prairie M. Faul
A measure of f(l)ailing
My body as foreign object
As project of homeostasis
The seat of my soul
Sits in medicine cabinets
In vials and needles
This is phantom limb
Coursing from head to toe
This is defiant flesh
Irreducible to quantity
Or measurement
This is flayed skin
Resected
Resected
Resected
Till nerves are exposed
Till mind is exposed
Till the depth of exposure
Leaves ‘self’ open to air
Open to the whims of winds
Open to chance of corrosion
My body as open field
I have not walked in
My name as foreign place
repeated in hopes of familiarity
This is the struggle
towards comfort
the mania of recognizing it
as not-quite-right
This is that closest object
held in hand
in crux of mind
This is all flesh and bone
corporeality
I am trying to understand
And they will call this progress, too
You are rock
are stone
are placeholder of superlatives
like
this is what bravery looks like,
what strength is made of,
perseverance down to the bedrock
you are stone
atop hill
plummeting down
down
towards
possible dissolution
toward fractures from fault lines
from an inertia borne of
external forces
you are stone
you are cold facade
with indentations
of another’s choosing
with markings from environment
with erosion as your marker of time
you are stone
and no words
about the grace of your plummet
can make it
not so
I don’t trust your sight
I want to kiss the corners
Of your eyes
They are raw and angry
Swollen from an exchange
Of salinity or blows
Coiffed collar
Lighting the room
Food has fueled a fire so bright
I delight in the heat of its periphery
Tell me of the one you want to kiss
Who holds the space around you
So precisely
You can feel their release days away
These are distinct Like sea and storm
Taut and shattered pieces
A windowed scenery
and the be-speckled caulk to chide over
an essence flickering hungrily and its shadowy facade
Prairie M. Faul is unsure of her origins but longs to live in the old Cajun field her name was born in. Her work can be found in Entropy Mag, On the Veranda literary journal, and wherever softness is at its most elusive. Her collected trans-angst can be found at www.motsduprairie.tumblr.com


| My Home page | Mapping | Science |
| Back | Next |
| This is a map of the mountains outside of Salt Lake City. The dots show the graduated scale of this areas avalanches. This is a map of same mountains but mapped according to frequency of avalanches.
This map is showing avalanches by length of slide. This is a map showing the same data as prior map but with graduated symbols.
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Page Created by Patrick Gorman, Last Updated 12.06.09
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I am a 26 year old, high school Environmental Science teacher, who has his sights set on a brand new world: digital world.


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Courses in Design Optimization
I have taken two courses in design optimization, AERO 405 and MEEN 683. In both of these courses, a survey of optimization algorithms were presented and applied to a semester long project. During these courses I learned about gradient and heuristic optimization methods and applied them in various homework and project based applications. These classes have given me skills in scripting FEA analysis, familiarity in implementing different optimization schemes, and experience in setting up a problem for optimization.
In MEEN 683 the objective of the class was to use multidisciplinary tools to solve a design problem. In this project a morphing airfoil designed via L-System generated topologies was optimized. Over the course of this project I was able to implement a loosely coupled FSI scheme using Abaqus and XFOIL, a genetic optimization using the Non-dominated Sorting Genetic Algorithm (NSGA-II), and generate internal topologies using parameterized L-Systems and the Spatial Interpreter for Development of Reconfigurable Structures (SPIDRS). A more through description of this project can be found at INSERT LINK TO SMASIS PAPER.
In AERO 405, we were paired into teams of 4 students who worked on scripting a structural model in Abaqus (Dassault Systems FEA software) to be optimized. Our project was to design the interior structure of a aircraft wing for a light sport aircraft. This project was subject to material constraints and worked to minimize weight and tip deflection. A multi-objective approach was taken to avoid infeasible solutions, and were treated as a weighted average. The weighting of this objective function was based on student intuition and a design of experiments that informed parameter and design variable influence.
Courses in Composite Materials
Composite materials are so prevalent in the aerospace industry but many engineers lack formal education in the subject. To combat this, I have taken all available elective in the department over composite materials. In the courses I have learn the basic analysis of composites in AERO 489 (classical laminate theory, rule of mixtures, first ply failure, etc.), analyzed all five major failure modes for composites in MEMA 613, and am currently learning about damage in composites in AERO 616. Having the opportunity to recieve formal education in composite materials has empowered me as a student to understand the shortcomings of the applications of composites. What I have realized in these courses is that composites are often under utilized due to poor understanding of coupling behaviors and failure mechanisms.
Relevant Academic Coursework
| Course Number | Course Name | Relevant Concepts |
|---|---|---|
| MSEN 655 | Materials Design Studio | Project-driven studio based on the integration of informatics and engineering systems design to address problems in materials discovery and development; projects derived from real industry-driven needs. |
| MSEN 660/ECEN 769 | Materials Informatics | Use of informatics approaches to establish quantitative structure-property relations (QSPRs) in materials and materials systems; basic concepts of QSPRs and probability, supervised learning, unsupervised learning, optimal prediction and applications in materials discovery. |
| MSEN 683 | Multidisciplinary System Analysis and Design Optimization | Overview of principles, methods and tools in multidisciplinary system analysis and design optimization; engineering systems modeling for analysis, design and optimization; design variable selection, objective functions and constraints; subsystem identification and interface design; gradient-based and heuristic search methods; multi-objective optimization and Pareto optimality. |
| MSEN 601 | Fundamental Materials Science and Engineering | Fundamentals of microstructure- properties and relationship of materials. Topics will include: electronic and atomic structure of solids, structure of crystalline materials, imperfections in crystalline materials, introduction to dislocation theory, mechanical properties, fundamental thermodynamics of materials, phase equilibria and diagrams, diffusion, and kinetics of phase transformations. |
| MEMA 613 | Principles of Composite Materials | Classification and characteristics of composite materials; micromechanical and macromechanical behavior of composite laminae; macromechanical behavior of laminates using classical laminate theory; interlaminar stresses and failure modes; structural design concepts, testing and manufacturing techniques. |
| AERO 405 | Aerospace Structural Design | Overall structural integrity of complete aerospace systems; structures subjected to critical loads; design considerations in aerospace structures. |
| AERO 430 | Numerical Simulation | Numerical and analytical simulation of physical problems in sciences and engineering using applied methods; developing and using numerical techniques for physical problems described by nonlinear algebraic equations, ordinary and partial differential equations. |
| AERO 220 | Introduction to Aerospace Computation | Review of basic skills required for developing computer programs and introduction to more advanced concepts in scientific computing to solve aerospace engineering problems; numerical and analytical methods of solving engineering problems involving interpolation and extrapolation; function approximation; numerical differentiation; integration; solutions to linear and non-linear equations and systems of equations; eigenvalues and eigenvectors, numerical integration of differential equations with aerospace engineering applications. |
| AERO 413 | Aerospace Materials Science | Relationship between aerospace engineering material properties and microstructure; mechanical and thermal properties; environmental degradation; mechanical failure. |
| AERO 402 | Aerospace Vehicle Design II | Continuation of AERO 401. System optimization by examination and analysis of necessary trade-offs. |
| AERO 401 | Aerospace Vehicle Design I | Aerodynamic design, specification, arrangement, performance analysis, weight and balance, stability. |
| AERO 306 | Aerospace Structural Analysis II | Work and energy principles; analysis of indeterminate structures by classical virtual work and finite elements; introduction to elastic stability of columns; application of energy methods to determine stresses, strains and displacements in typical aerospace structures; design considerations in aerospace structures. |
| AERO 304 | Aerospace Structural Analysis I | Structural design considerations; mechanics of structures; introduction to elasticity; constitution of materials; analysis of typical aerospace structures in bending, extension, torsion and shear. |
| AERO 651 | Human Spaceflight Operations | Essential aspects of human spaceflight operations as performed NASA; in-depth understanding of the state-of-the-art in spacecraft operations, including spacecraft systems, ground and launch operations, mission management and on-orbit activities such as science, robotics, spacewalking, and human health maintenance; applications to future space systems. |
| AERO 422 | Active Controls for Aerospace Vehicles | Introduction to the Theory of Automatic Control specifically applied to aerospace vehicles; techniques for analysis and synthesis of linear control systems, stability criteria, systems response and performance criteria; design studies of active controls to improve aerospace vehicle performance. |
| AERO 321 | Dynamics of Aerospace Vehicles | Derivation of the nonlinear flight dynamics equations; linearization; aircraft static stability and control; longitudinal and lateral dynamic stability; development of state-space models; stability derivatives; longitudinal and lateral modes and transfer functions; flying qualities; elements of configuration design; response to control inputs. |
| AERO 423 | Orbital Mechanics | Rocket fundamentals; trajectories including aerodynamics, gravity turn and trajectory optimization, orbital mechanics, orbit lifetimes, three-body problem, orbit perturbations. |
| AERO 310 | Aerospace Dynamics | Spatial kinematics; general motion of particles; Euler angles; Newton-Euler methods for translation and rotation of rigid bodies; work-energy and impulse momentum principles applied to aerospace systems; Linear theory of free and forced vibrations and dynamic response of single and multi-degree of freedom systems; frequency response of first and second order systems with instrumentation applications. |
| AERO 303 | High Speed Aerodynamics | Fundamentals of compressible flow, acoustic waves, shock and expansion waves, shock-expansion theory, supersonic airfoil design, small perturbation theory, conical flow theory, supersonic wing panel methods, supersonic wing design, similarity theory, cone flow, unsteady waves, and theory of characteristics. |
| AERO 301 | Theoretical Aerodynamics | Fundamentals of incompressible flow, conservation principles, continuity, momentum, rotationality, circulation, lift, drag, potential flow, thin airfoil theory, panel methods, airfoil design, high lift devices, finite wing theory, vortex lattice methods, and wing design. |
| AERO 452 | Heat Transfer and Viscous Flows | Navier-Stokes and boundary layer equations; exact and approximate solutions; laminar boundary layers; origin of turbulence; transition; turbulent boundary layers; viscous airfoil design; one and two dimensional heat transfer; methods for steady and transient heat conduction; thermal boundary layers; convection; and radiation. |
| AERO 351 | Aerothermodynamics and Propulsion | Aerothermodynamics of gases; laws of thermodynamics; equilibrium conditions; mixtures of gases; combustion and thermochemistry; compressible internal flows with friction, heat transfer and shock; turbojet cycle analysis and performance; chemical rockets. |


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UseTarPacker()
Syntax
UseTarPacker()Description
Enable Tar compress, uncompress and Tar archive support to the packer library. Bzip2 and Gzip compression are both supported. Compressing and uncompressing Tar archives are usually fast.
Parameters
None.
Return value
None.
See Also
OpenPack(), CompressMemory(), UncompressMemory()
Supported OS
All


08-Aug-2017 | Milku
Dinosaurs have taken over Stanley Park in Blackpool.
Today my humans bravely faced some terrible lizards today in Blackpool...and I don't mean that they visited the reptile house at the zoo or went to see Barney and his friends performing at the theatre...
Jurassic Kingdom has taken over a corner of Blackpool's Stanley Park and dinosaurs are roaring in the woods. So my humans went along to have a look. They quite enjoyed getting up close to some beasts that are even fiercer than me. But did think that there should have been a bit more vegetation around the dinosaurs to hide the frameworks holding them upright.
I think I might have been a bit scared when the dinosaurs suddenly started moving and making noises so I'm glad they didn't get me a ticket... Some children did start crying apparently...not my 3 girls though... they'd have only started wailing if the bus hadn't turned up and they'd had to walk home...


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More and more Web applications provide a means of accessing data. From simple visualizations to sophisticated interactive tools, there is a growing reliance on the availability of data which can be “big” or “small”, of diverse origin, and in different formats; it is usually published without prior coordination with other publishers — let alone with precise modeling or common vocabularies. The Data Activity recognizes and works to overcome this diversity to facilitate potentially Web-scale data integration and processing. It does this by providing standard data exchange formats, models, tools, and guidance.
The overall vision of the Data Activity is that people and organizations should be able to share data as far as possible using their existing tools and working practices but in a way that enables others to derive and add value, and to utilize it in ways that suit them. Achieving that requires a focus not just on the interoperability of data but of communities.
Questions? Contact Phil Archer<EMAIL_ADDRESS>W3C Data Activity Lead.
Context & Vision
The Data Activity merges and builds upon the eGovernment and Semantic Web Activities. The eGovernment Activity comprised an interest group that offered members a series of interesting talks from well placed speakers in governments around the world, including from countries that are often under-represented at W3C such as Jordan and Uganda. Primary topics have been the use of social media for citizen engagement and open data. The Semantic Web Activity was launched in 2001 to lead the use of the Web as an exchange medium for data as well as documents. That overall aim, along with a series of associated activities by W3C and others, has been highly successful — although not necessarily in the way originally envisioned. For example, the vision was that organizations and individuals would publish data in much the same way that they were already publishing Web pages. Enormous volumes of data are available on the Web today but it is typically published through portals that act on behalf of multiple agencies, not on the Web sites operated by those agencies themselves. Data publication is seen as a specialist activity, not as something anyone can do, and therefore it is more centralized than expected.
The Activity will make data publication less of a specialist activity and ensure that the excellent work done by portals does not lead to de facto data silos.
There is a benign current of centralization in vocabularies. The success of Linked Open Vocabularies as a central information point about vocabularies is symptomatic of a need, or at least a desire, for an authoritative reference point to aid the encoding and publication of data. This need/desire is expressed even more forcefully in the rapid success and adoption of schema.org. The large and growing set of terms in the schema.org namespace includes (and references) many established terms defined elsewhere, such as in vCard, FOAF, Good Relations and rNews. Designed and promoted as a means of helping search engines make sense of unstructured data (i.e. text), schema.org terms are being adopted in other contexts, for example in the ADMS vocabulary originally developed by the European Commission.
The Data Activity will continue to support this work as well as promoting W3C's existing open approach to the coordination, recognition and persistent hosting of vocabularies, which the user community sees as critical companions to Web standards such as XML, RDF and HTML.
The use of the Web as a platform for delivering data has been driven by policy as much as by technology. The G8 Open Data Charter being a prime example. Other examples include President Obama’s Executive Order and the European Union’s revised PSI Directive. These policies apply equally to the areas of government information, scientific research, and cultural heritage and that creates a further source of diversity of workflows, people and the technologies they use.
The W3C Data Activity will support technologists tasked with responding to this political pressure. It will do so in a way that works for those individuals and at the same time delivers maximum return on the political and financial investments made, minimizing the risk that data produced in one community remains only usable by other members of that same community.
Although the needs and views of application developers are, of course, of critical importance, the Data Activity is designed to support the needs of the public and private sector organizations working to publish and integrate data across the Web. W3C has traditionally worked on Semantic Web technologies and has promoted the publication of data through the (Enterprise) Data and (5 star) Linked Open Data approaches. The primary value of Linked Data, of RDF and related technologies, is that these technologies have the Web at their “core,” providing a unique means of integrating data at Web scale. Such integration may happen online but often happens within industry (offline or in the cloud). YarcData gave some examples of this in their interview with Ian Jacobs in which Shoaib Mufti explained how Semantic Web technologies can help to process Big Data and derive insights from it that might otherwise remain hidden.
However, not all applications need the power of Semantic Web technologies to achieve data integration; in many cases applications work with one or two specific datasets that can be accessed and managed individually. Datasets of significant size are published on the Web in different formats and the conversion or access to this data specifically as RDF is not always necessary. The Data Activity will contribute to the larger data ecosystem to ensure interoperability and ease of application development.