Initialisation
The initialisation looks as follows:
let edamSelect = new EdamSelect('#edam-select-1', {
name: 'ref-1', // optional
type: 'operation',
initDepth: 1, // default
inline: false, // default
closeOnSelect: true, // conditional default
maxHeight: 300, // optional
multiselect: false, // default
checkboxes: false, // default
search: { // default
threshold: 0.1,
label: true,
synonyms: true,
definitions: true,
},
preselected: false // default
});
The result:
Parameters
The first argument is the selector for the DOM node, that will be used to mount control to. It can be just an
empty div
element.
The second argument is the configuration object. Let's go through its properties one by one.
name
An arbitrary string used to distinguish theedam:change
event emitters.
- type
- String
- required
- no
- default
edam-${number}
type
EDAM sub-ontology or branch of concepts.- type
- Enum[ data | operation | topic | format ]
- required
- yes
initDepth
It sets the default level of the terms' hierarchy that is disclosed (opened). If0
, then the hierarchy is fully-disclosed (it might affect the rendering time and
responsiveness).
- type
- Integer
- required
- no
- default
1
- special case
0
treated as+Infinity
inline
Iftrue
the selection element will appear as an overlay.
Else the selection menu will push elements when opened.
- type
- Boolean
- required
- no
- default
false
- example:
inline: true
closeOnSelect
If the selection menu should be closed automatically on select.- type
- Boolean
- required
- no
- default
multiselect ? false : true
maxHeight
If the selection menu should be closed automatically on select.- type
- Integer
- required
- no
- default
inferred from the content height
multiselect
If multiple terms can be selected.- type
- Boolean
- required
- no
- default
false
- example:
multiselect: true
checkboxes
Change interface to have radio buttons (ifmultiselect
is false
)
or checkboxes (if multiselect
is true
) next to terms.
Also changes some interactions, see the comparison table below.
- type
- Boolean
- required
- no
- default
false
- comparison table
-
checkboxes false
true
selection click on the term click on the radio button / checkbox next to the term or double-click on the term toggle info click on the icon button click on the term - example:
checkboxes: true
search
Parameters used to initialise fuse.js. Threshold is from0.0
(perfect match) to
1.0
(match anything).
label
, synonyms
and definitions
could restrict the search to be performed
only across the certain fields.
- type
- Object
- required
- no
- default
-
{ threshold: 0.1, label: true, synonyms: true, definitions: true }
preselected
The list of EDAM terms to be preselected by their EDAM URIs or (deprecated) by internal IDs.- type
- Array[Strings] or (deprecated) Array[Integers]
- required
- no
- default
- no
- example:
preselected: ["http://edamontology.org/topic_0091"]
Access
There are to ways to access the selected terms: by listening to the edam:change
event that is
fired when the
list of selected terms is changed (when user selects or unselects the terms):
document.addEventListener('edam:change', (event) => {
console.log(event.detail);
});
{
"name": "edam-1",
"id": 1,
"type": "data",
"selected": [{
"0": 477, // Internal ID
"1": "1916", // EDAM ID
"2": "Alignment", // Label
"3": [], // Syonyms
"4": ["An alignment of molecular sequences..."], // Definitions
"5": [1287], // Relation IDs
"subroot": [...] // Information about the subroots (the first-level term IDs to which the selected terms belong),
"uri": "http://edamontology.org/topic_0091" // EDAM URI
}]
}
or by calling the getSelected()
method:
edamSelect.getSelected();
Convenience Utils
The EdamSelect.getTermByUri(edamUri)
static method returns the information about the term
by EDAM URI of the format "http://edamontology.org/{ data | format | operation | topic }_{ id }":
[
internalId, // 0 : Integer
EDAM ID, // 1 : String
Label, // 2 : String
Synonyms, // 3 : Array[String]
Definitions, // 4 : Array[String]
Relation IDs // 5 : Array[Integer]
]
Deprecated
The EdamSelect.getTermById(type, internalId)
static method returns the information about the term
by internal ID:
[
internalId, // 0 : Integer
EDAM ID, // 1 : String
Label, // 2 : String
Synonyms, // 3 : Array[String]
Definitions, // 4 : Array[String]
Relation IDs // 5 : Array[Integer]
]


Isotopo
We're back and we are under a brand new administration with new creative and it teams ready to refresh the organization in order to give better results to our clients. We've introduced new services, although we are fully prepared to be your social content creation agency.
Our new partner is bringing all his knowledge, experience and contacts, besides a beautiful set of powerful computer monsters to edit video and make amazing animations and a couple 4d cinema cameras to record amazing content.
We've hired some handsome designers and a strong UX girl, together conform some kind o super hero league. They're building amazing things right now.
With the help of some old partners and with the addition to new ones, we're now ready to code whatever you need. Our development team is now geeker, thiner and powerful.
We've started to do amazing thinks with Analytics, Big Data and Marketing Analysis with the help of our new Data team conformed by 2 amazing estocastical guys.
Please contact us soon


{% extends 'wildlifecompliance/emails/base_email.html' %} {% block content %}
The following licence purpose details have been surrendered:
Licence : {{ licence.licence_number }}
Purposes:
{% for issued in purposes %}
{{issued.purpose.name}}
Start Date: {{issued.start_date}}
Expiry Date: {{issued.expiry_date}}
{% endfor %}
Submitter: {{licence.current_application.submitter}}
Link: {{url}}
Note: If you haven't logged into the Wildlife Licensing System recently you may need to login first before using the provided link.
{% endblock %}


vaynermedia
Businessmodel of VaynerMedia
Customer Segments
VaynerMedia has a mass market business model, with no significant differentiation between customer segments. The company targets its offerings at firms of all industries and sizes.
Value Proposition
VaynerMedia offers four primary value propositions: convenience, accessibility, performance, and brand/status.
The company offers convenience by making operations simpler for clients. It provides a full-service solution that advises clients on everything from content creation to production to publishing to analytics. It conducts a top-to-bottom evaluation of all of a client’s social channels, an evaluation that addresses customers’ true preferences, competitors’ statuses, and areas of opportunity.
The company creates accessibility by making it easy for clients to work with prominent social platforms. It works hard to develop and maintain close relationships with sites such as Facebook Twitter, and YouTube, which enables it to optimize every new update that is rolled out.
The company has demonstrated strong performance through tangible results for its clients. For example, it worked with Twitter to build tailored tools to increase positive conversation around the campaign of one of its customers, Dove. The effort resulted in a 25% decrease in negative tweets.
The company has established a strong brand due to its success. It maintains offices in Los Angeles, New York, San Francisco, and Chattanooga, and has over 450 employees. It works with 90 brands, ranging from sports teams to consumer packaged goods firms to TV networks. These include many Fortune 500 companies such as PepsiCo, General Electric, Anheuser-Busch, JP Morgan Chase, and Mondelez. Lastly, it has won a number of honors, including a Shorty Award for Best Large Agency (2014), Webby Awards for Best Use of Native Advertising and Best Use of Video, and recognition as one of Advertising Age’s Agencies to Watch, Agency Standouts, and A-List Agencies.
Channels
VaynerMedia’s main channels are its website and its business development team. The company promotes its offering through its social media pages and participation in conferences.
Customer Relationships
VaynerMedia’s customer relationship is primarily of a dedicated personal assistance nature. The company works closely with clients to design and implement strategy.
Key Activities
VaynerMedia’s business model entails designing and developing services for its clients.
Key Partners
VaynerMedia forms strategic alliances with other media companies in order to enhance offerings for its clients. For example, it acts as an Ads Partner and Creative Partner for Snapchat, helping brands drive business results on the app through paid distribution and creating content for its ad products.
Key Resources
VaynerMedia’s main resources are its human resources, who include everyone from the creative professionals such as writers and art directors that design its content, to the technology professionals that shepherd digital production. It also has a full-fledged photo studio.
Cost Structure
VaynerMedia has a value-driven structure, aiming to provide a premium proposition through significant personal service and frequent enhancements.
Its biggest cost driver is likely cost of services, a variable expense. Other major drivers are in the areas of sales/marketing and customer support/operations, both fixed costs.
Revenue Streams
VaynerMedia has one revenue stream: fees it charges for its various services. They fall into the following categories:
- Retainer fees (time-based pricing)
- Campaign fees (campaign-based pricing)
- Media fees (based on a percentage of media spent on digital channels)


|
| Page date Tue Mar 8 14:42:00 2011 . | Improve this page |
This document describes recommended approaches for the format and structure of wiki pages.
The guide is aimed to Wiki pages creators, editors and reviewers.
This guide assumes the existence of a standard MediaWiki instance and the wiki syntax is specific to MediWiki.
The wiki pages should be well structured, with multiple levels of headers.
= Level 1 Header =
== Level 2 Header ==
=== Level 3 Header ===
The recommended syntax is with one space between the equal signs and the content.
= Level 1 Header =
is preferred over
=Level 1 Header=
The headers are also used to generate the page hierarchical table of contents; all headers, down to the deepest level. This also dictates the limit between too few and too many headers: if the table of contents looks too long, with unnecessary details, then you probably went too far with adding headers, and some of the deepest levels should be removed. Similarly, if the page is long but the table of contents is just a few lines, you might consider adding some more intermediate headers.
Regardless of line legth, without any special characters, multiple text lines are concatenat and grouped in a single paragraph. To end a paragraph and open another one, use an empty line.
This is the
first paragraph.
And this is the second.
Text that should be more visible than the rest of the sentence, can be marked as bold or, when appropriate, italic.
Lists are a very convenient and nice looking way to present enumerations and should be used as often as needed.
The usual format is a bulleted list:
List
List
* item 1
* item 2
For ordered items, or when it is necessary to refer to a particular item, numbered lists are available:
Orderd
Orderd
# first
# second
Please note that unless ordered or referred items, bulleted lists are preferred over numbered lists.
It is not only perfectly possible to define, but also recommended to use multiple level lists:
Multilevel
Multilevel
* level 1
** level 2
*** level 3
This works for numbered lists too.
When the text requires, for example when quoting a sentence, indentation can be used.
This sentence quotes from the classics
: This sentence quotes from the classics
Multilevel lists and indentation can be mixed, if needed.
three three item one three def one
four
four def one
this looks like a continuation
and is often used
instead of

# one
# two
#* two point one
#* two point two
# three
#; three item one
#: three def one
# four
#: four def one
#: this looks like a continuation
#: and is often used
#: instead
of <nowiki>
</nowiki>
# five
## five sub 1
### five sub 1 sub 1
## five sub 2
Tables are not exactly the easiest feature of formats like wiki or html.
The syntax, although quite simple, is not easy to remember, so the best way to enter tables is with… copy/paste.
| First Column | Second Column |
|---|---|
| Bread | Pie |
| Butter | Ice cream |
{| class="wikitable"
! First Column !! Second Column
|-
| Bread || align="center" | Pie
|-
| Butter || Ice cream
|}
To ease navigation, it is recommended to link from one wiki page to another. If the displayed text needs to be different than the link, it can be specified.
[[/Main_Page|different text]]
Similarly, external links can be entered behind any text part:
[http://mediawiki.org MediaWiki]
General punctuation rules should be respected, for example
The only exception to the rule are the open parenthesis, where the rule is symmetrical, i.e. one space before and no space after.
Capital letters should be used to mark:
Although a matter of personal preferences, the (ab)use of capital letters inside titles, headings, and sub-headings should be avoided.
One usually arguable topic is the punctuation to be used for lists.
There is no single rule to fit all needs.
Short enumerations look cleaner without any punctuation and without capital letters:
Sample list:
If the items of the list are in general short enumeration and only occasionally contain multiple sentences, except the first one, the general rules apply, i.e. the subsequent sentences start with capital letters and are finished with dot.
Sample list with some sentences:
If the list items are long, and might be considered parts of a long sentence that was split for readability reasons, itms should end with usual punctuation marks, like semi-colon, and the last item should end with a dot.
One possibility is:
If the list items are independent sentences, and you feel like they should start with capital letters and be ended with full stops, then you should probably reconsider the option of using lists and consider indentation.
According to the rule used for capital letters in titles, capital letters should be avoided in wiki pages names.
For example Main page is preferred to Main Page.
The border between major and minor is not that obvious, but the rule should be that when significant content is added, the edit should be major. If the edit consists only of typos, spaces, punctuation, it is minor.
For the rest, it depends. As another rule, we can consider major all changes that:
In practical terms, the difference between major and minor edits is used when displaying the Recent changes page, and allows a better overview on the edit activity.
It is recommended for all users to set their preferences so that by default all edits are minor, and to manually mark major edits.


Girl Develop It is here to provide affordable and accessible programs to learn software through mentorship and hands-on instruction.
Some "rules"
Tell us about yourself.
Open up your terminal and install all of the following packages that are not already on your computer:
pip for mac users - run the pip command below
pip for windows users - copy the text from here, save it to a
python file, then run python (filename)
# for mac users only
sudo easy_install pip
Running sudo will require you to enter your computer password
ipython is a python console, similar to when you
run python in the console and get the >>>
prompt
ipython is better especially with pandas, because it's more interactive
To install ipython and pandas, run the commands below
pip install ipython
pip install pandas
If you receive a permission denied message, run with sudo pip instead
Our data is stored in the folder gdi-intro-pandas/example_data/
Once in that folder, open up the file purchases.csv
(This is the last time you're allowed to open a csv in this class)
In your terminal run ipython. Let's import pandas and try out tab completion
In [1]: import pandas
In [2]: pandas.read_
# hit tab on line two to see what tab completion gives you!
Now let's import our data with read_csv
In [3]: purchases = pandas.read_csv('~/gdi-intro-pandas/example_data/purchases.csv')
You now have a pandas dataframe called purchases
A major advantage of pandas is being able to see your data without ever opening a file
Here are some useful commands for summarizing your dataframe
In [4]: purchases.head()
In [5]: purchases.tail(2)
In [6]: purchases.shape
In [7]: purchases.columns
Use the read_csv command to import our example data members.csv
Print out the column names of your members dataframe
Print out the top 10 rows of your dataframe
Find out how many rows are in your dataframe
You can quickly delete columns and add new columns to your dataframe
Deleting columns is done with the command
del
You can also create a new column by simply adding two existing columns together
In [8]: purchases['total'] = purchases['subtotal'] + purchases['tax']
In [9]: purchases.head()
In [10]: del purchases['tax']
In [11]: purchases.head()
Notice how referencing a dataframe column looks a lot like referencing a dictionary key
If your data came with empty cells, pandas will fill it in with NaN.
This can cause an error if you are trying to sum two columns.
To solve this, we can use the fillna() command to replace NaN with whatever we choose.
In [12]: purchases.first_name.fillna(' ')
Notice that I refer to the first_name column as purchases.first_name. That is also accepted syntax in pandas.
You can sort your data by any row or a list of rows
Sorting will default to ascending=True, so to sort descending, you have to set the parameter ascending=False
Let's take a quick look at the pandas documentation for more information
In [13]: purchases.sort_values(by='date', index=False)
In [14]: purchases = purchases.sort_values(by=['date', 'total'], ascending=False,
index=False)
Now that we've made some changes to our
dataframe,
let's save it to a new csv
To do this, we use the command to_csv
Check out tab complete after to_
to
see how else you can save your data
In [15]: purchases.to_csv('~/gdi-intro-pandas/example_data/export_purchases.csv')
Take your dataframe members and do the following:
When importing data, you may see your column imported as a string, but you need it to be a float.
pandas' function astype() lets you change the data type of your column.
Let's try changing the the data type for the members column site_visits
In [16]: members.site_visits = members.visits.astype(str)
In [17]: members.site_visits = members.visits.astype(float)
You may come across situations where you want to
save a column as a python list
pandas makes it easy with the tolist() function
In [18]: ids_list = purchases.member_id.tolist()
In [19]: len(ids_list)
pandas filtering can look a little funny, but it is extremely useful
Let's look at the following code and break down exactly what is happening
In [20]: large_purchases = purchases[purchases['total'] > 100.0]
You want to look from inside out:
# We are calling the total price column from purchases
purchases['total']
# We are filtering the total price column for totals greater than 100 dollars.
purchases['total'] > 100.0
# We are filtering the dataframe for rows where total price is greater than 100 dollars.
purchases[purchases['total'] > 100.0]
Let's create a new dataframe named small_purchases where subtotal is less than 50 dollars.
Create a python list of all the member ids in small_purchases
To concatinate dataframes means to take two dataframes with the same columns and stacking the rows
Let's import the csv purchases-october.csv and print its columns
Since this csv has the columns as purchases, we can concatinate the two dataframes like so:
In [21]: concatinated = pandas.concat(purchases, purchases-october)
How concat stacks rows, you can think of merge like stacking columns
Merging dataframes is a lot like SQL joins
You need to use one or more columns to merge two dataframes together.
Let's merge purchases and members on the column member_id
In [22]: merged = purchases.merge(members, how='left', on='member_id')
The how
parameter decides
how to join the two dataframes.
on
decides the column or
columns (as a list for multiple)
that you want to merge on
groupby allows you to group by 1 or more columns
to get a
more top-level view of your data
There are a couple of ways to do this, but here is one recommended way.
In [23]: prices_by_date = purchases.groupby('date', as_index=False)[['subtotal', 'total']].avg()
In [24]: totals_member_date = purchases.groupby(['date', 'member_id'],
as_index=False)['total_price'].sum()
You must include as_index=False since you are combining columns and index logic gets funny otherwise.
Look at the pandas documentation for more ways to use groupby
Import items.csv as a pandas dataframe
Merge items with our merged dataframe by member_id
Group this new dataframe by item type and date, sum the total cost
*Challenge*
Find out the member name who has spent the most on sale items
Thanks for attending Intro to Pandas!
Your input is invaluable for the improvement of this workshop.
Please take a minute and click here to fill out our survey.


Public Toilets in Zuzhai Village / cnS
- Curated by 韩爽 - HAN Shuang
- about 12 hours
Public Architecture · Jiangmen, China
- version="1.0" encoding="UTF-8"? Architects: cnS
- AreaArea of this architecture projectArea: 121.0 m2
- version="1.0" encoding="UTF-8"?YearCompletion year of this architecture project Year: 2019
- version="1.0" encoding="UTF-8"?PhotographsPhotographs: Siming Wu, Space of Tangkou
- Lead Architects Guanqiu Zhong, Gang Song, Zhiyuan Zhu
- Design Team Hairui Lin, Ruibo Li，Zhongjing Xu，Tao Hu（intern）
- Structure Zimao Zheng
- Construction Dongguan Huichun municipal landscape Engineering Co., Ltd
- Construction Supervision Xianggang Chun
- Client Tangkou township government of Kaiping City
More Specs Less Specs
Text description provided by the architects. The landscape toilet in zuzhai village, Tangkou Town, Kaiping is located in the famous hometown of overseas Chinese and the central part of Kaiping City, the hometown of Diaolou. The design site is located in the original site of the old public toilet in zuzhai village. The old materials after the demolition of the old public toilet are reused to complete the double regeneration of the old public toilet and the old materials.
In the design of architectural form, landscape like treatment is selected in the design, part of the functional areas of the toilet are hidden under a large step for villagers' daily entertainment and activities, which solves the contradiction between the convenience and concealment of public toilets.
In the selection of materials, the design tries to create a new modulus and order, and reuse the old bricks and tiles that have lost modulus after crushing and cannot be used, so that the old materials can continue to write history in a new form.
The use of uniform modulus steel wire cage allows the brick and tile in the cage to have an extremely free organization way. The mottled old brick and old tile is like a piece of local historical fragment, breaking up these fragments, re organizing and collage them.
The whole construction process of the wall follows the gravity rule. The lower the weight the upper cage needs to bear, the greater the freedom of the masonry. More tiles, broken bricks, old teapots and other special materials are used in the materials, and more hollows are used in the masonry method to make the brick wall more transparent. When the sun rises or sets, the sunlight penetrates through the cracks of these brick walls and falls on the ground or the corner of the wall, becoming a little golden spot.
These materials bear the memory of the past of the whole site. The architect hopes to put them into the new building in a fragmented form, so that the whole site can still find some ordinary and moving details about the old time after renewal.


Neymar set for latest comeback, but Davis Cup trip leaves PSG coach unhappy
PARIS, Nov 21 — Paris Saint-Germain coach Thomas Tuchel has again been left frustrated by Neymar after the Brazilian took time out from recovering from his latest injury to fly to Madrid for the Davis Cup tennis this week.
“I am not his Dad, I’m not the police,” said an exasperated Tuchel today, a day before PSG host Lille in Ligue 1.
That match is set to see the world’s most expensive player make his return from a hamstring injury suffered playing for Brazil against Nigeria on October 13.
“I am his coach, and he has been training well. Did I like the fact he went on this flight? No, not at all. But is it worth me going crazy over? No,” Tuchel added.
“If all goes well, he can play tomorrow, but whether he starts or comes off the bench, that depends.”
Neymar has not played for PSG since scoring in a 4-0 win over Angers on October 5.
He has four goals in just five appearances in this campaign but will now be hoping to put a run of games together, with Friday’s match against last season’s Ligue 1 runners-up being followed by a trip to Real Madrid in the Champions League.
Having the former Barcelona superstar available again presents a problem for Tuchel — just how does he keep all his forward players happy?
Mauro Icardi and Edinson Cavani are already battling it out for one place at the tip of the attack, but Kylian Mbappe is a doubt for tomorrow’s match.
The World Cup winner has been struggling with illness and played no part in France’s 2-0 victory in Albania last weekend.
“I don’t know if he is capable of playing. He has had a fever,” said Tuchel, who will also be without midfield duo Ander Herrera and Marco Verratti against Lille.
Lille have already been eliminated from this season’s Champions League after just four games and have not yet won on their travels in the current campaign.
They come to Paris without their top scorer, as Nigerian striker Victor Osimhen is suspended.
In addition, coach Christophe Galtier has been left reeling after his assistant coach, Joao Sacramento, and goalkeeping coach Nuno Santos were both allowed to leave on Wednesday to team up with compatriot Jose Mourinho at Tottenham Hotspur.
“I don’t blame them for going. I have also been an assistant coach,” Galtier said.
“They have been contacted, they believe in that project and they want to go. That’s how football is today.”
Player to watch: Mike MaignanThe 24-year-old’s stock has risen enormously since he left PSG in 2015 in search of first-team football at Lille.
Maignan was named the best goalkeeper in Ligue 1 last season and was called up to the France squad for the first time in May.
However, the departure of Lille’s goalkeeping coach Nuno Santos to Tottenham could have a big impact on Maignan.
He admitted in a recent interview with sports daily L’Equipe to having made big strides in 18 months working under Santos. On Friday he could be a very busy man against Neymar and co.
Key stats
23 - The number of years since Lille won at PSG. Since that 1-0 victory in April 1996, they have lost 12 and drawn eight of 20 visits to Paris.
11 - Memphis Depay is Lyon’s top scorer this season with 11 goals. However, he suffered a relapse of a thigh injury on duty with the Netherlands this week and so will again miss out when Lyon host Nice.
8 - The number of points separating second-placed Marseille from leaders PSG. In contrast, Marseille are only six points better off than Amiens in 15th.


Sniper’s Crib: A Peek At Brockie’s Family Home
by SL SocialWhile Jeremy Brockie looks to acclimatise to life on the field for his on-loan side Maritzburg United, he surely had no problems adjusting to life off of t.
The striker wasted no time in bagging himself a family crib.
The social media-friendly New Zealand striker joined the Team of Choice after an unfruitful spell with defending Absa Premiership champions, Mamelodi Sundowns.
Download The Soccer Laduma Social Media App & Earn Airtime for Selfies!
In looking to get back to his devastating best, Brockie has made his way down to the scenic Kwa-Zulu Natal, where he has taken up residency in the Hilton suburb.
Brockie’s crib is picturesque and boasts a sizeable pool where he and his family can enjoy a dip on a sunny day. He can also spend some time honing the skills of the future Brockie on a soccer pitch in their back yard!
Peep into Brockie’s crib in the gallery above.
Do you think that Brockie can redevelop his scoring form at Maritzburg United?


Nairobi
2018
It uses utility classes for typography and spacing to space content out within the larger container.
Learn more


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Devesh Patel
Stereotype Threat
What is it?
July 23, 2015
Stereotype Threat is sort of a subconcious situational inadequacy due to a negative stereotype being contextually reinforced. For instance, if your stereotype group is thought of as being intellectually inferior and you belong to that group, anything which highlights such a stereotype in an intellectual context will cause you to perform at less than your true ability. In other words, if you are part of a group that is thought to be inferior in some way, you end up falling prey to those expectations whether you want to or not due to anxiety or other factors dampening your full cognitive capacity.
I believe this to be a true phenomenon that is hard to quantify. Although studies have been done, it is a difficult subject to gauge. There are things that can be done about it. One is try not to use negative stereotypes in situations. Provide an environment conducive to bring out the best in all.
I cannots say I have experienced stereotype threat personally but have felt some things akin to it. However I can imagine how minorities and women are affected by a negative stereotype. If women are considered bad at engineering, than they are less likely to go into engineering which is a waste of potential. If minorities are considered to be less smart, a self-confirming bias will lead them to not seek challenging roles or do poorly in environments where there is a stereotype threat.


Apple American Group
24 Rock Street, Omaha
(312) 245-345
Some Lunch Attentiveness Contest description...
Some Dinner Attentiveness Contest description...
Some Pace Challenge description over here...
Some PPA Challenge description over here...
Some PPA Challenge Lunch over here...
Some PPA Challenge Dinner description over here...
Some Perfect Marg Sales description over here...


BRYAN LIN
Web and Software Development
ABOUT
PROJECTS
CONTACT
phone
(626)319-9116
email
<EMAIL_ADDRESS>location
Seattle, WA
connect


| 1. | 'Texture' based markers. This displays an image in the top right-hand corner of the screen.
|
| 2. | 'Text' based markers. These add a textual message above the list of game messages in the upper left of the screen. |
| <Early> .... </Early> |
| <OnTime> .... </OnTime> |
| <Late> .... </Late> |
| <Distance> MarkerLength </Distance> |
| <Timeout> TotalTime </Timeout> |
| <Trains> TrainList </Trains> |
| <Text> DisplayText </Text> |
| <Color> TextColor </Color> |
| <Image> RelativePath </Image> |


By @astronomyblog & @LoveGraphs. Stats last updated 7 February 2016.
It seems there may have been at least 8 shows and 24 listed appearances. With 3 people per show, Wikipedia has all appearances listed. The host/captains/regulars have included Reginald D. Hunter (Regular × 8), Andy Hamilton (Regular × 8), Clare Balding (Regular × 3).
Total appearances:
Guest appearances i.e. ignoring the host/captains/regulars:
All people:
Guests i.e. ignoring the host/captains/regulars:
Last updated: 2016/02/07


Gelfand: Digression 1 - So When am I Done Refactoring?
January 19, 2017
There is an elephant in the room around all this factoring which I want to call out before we go any further. In a lot of the worked examples (and solutions) you’ll come across you’ll frequently see comments like “this could be factored further, but we’re not going as it requires techniques that haven’t yet been covered.” But when you’re learning, how do you know when you’ve reached this point in your solution?
Well there is a convention and that is to find the “highest common factor”, and it’s laid out nicely for us over at MathsIsFun. So nicely in fact I’ll just wait here while you head over and take a look.
It also bears repeating the fact that when factoring, there is typically more than one “right” answer, and typically more than one way to get there. That’s when debates about “best” come in, but we’ll leave those until we’re far more au fait with all this.


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app/lib/message.rb
Methods
- A
- E
- I
- M
- N
- U
Class Public methods
account_created()
Link
Source: show
# File app/lib/message.rb, line 23 def self.account_created 'Account created successfully' end
account_not_created()
Link
Source: show
# File app/lib/message.rb, line 27 def self.account_not_created 'Account could not be created' end
expired_token()
Link
Source: show
# File app/lib/message.rb, line 31 def self.expired_token 'Sorry, your token has expired. Please login to continue.' end
invalid_credentials()
Link
Source: show
# File app/lib/message.rb, line 7 def self.invalid_credentials 'Invalid credentials' end
invalid_token()
Link
Source: show
# File app/lib/message.rb, line 11 def self.invalid_token 'Invalid token' end
missing_token()
Link
Source: show
# File app/lib/message.rb, line 15 def self.missing_token 'Missing token' end


|
|
Philip Lee ● Online
12:20pm Wednesday, Apr 5 2018
|
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Much well essentially one a gosh boomed after reined and hey globefish abstrusely following due conjoint less and much jeez trout inside did one yikes in the house.
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|


Ordered List
- create an html file in gedit using command in "gedit filname.html"
- create an css file in gedit using command in "gedit filname.css"
- validate your html and css using the online validator
- save and upload it to your repository on github.com
- check out what the website looks like using commad "python -m SimpleHTTPServer" and typing "localhost:8000/filename.html" in the web browser
- next you need to upload the html and css file to the production server (in this case, Mr. Kieffer's computer)
- use command "sftp username(name1234)@cmis-hsteacher
- go into your public html folder by using command cd "public.html"
- upload file to public.html using "put filname(.css, .html)
- your website is now uploaded to the production server


LearnToProgram.tv is one of the best programming courses that will advance your coding skills and pave the way to a better future building applications.


--- layout: post authors: ["Greg Wilson"] title: "You Should Read Juha Sorva's Thesis" date: 2014-11-06 time: "15:30:00" tags: ["Teaching", "Noticed"] ---
If you really want to dig deeper into educational research and how it applies to teaching programming, you should grab a copy of Juha Sorva's PhD thesis. The UUhistle system he built is interesting, and the research he did with it is thought-provoking, but what's really great is the summary of educational research in the first third of the thesis. I've extracted that part with his permission, and I can't recommend it highly enough.


--- date: 2010-02-14T00:00:00Z published: true title: FeedProxy - Activity Streams Translation url: /2010/02/14/feedproxy-activity-streams-translation/ ---
Building proprietary feed parsing is a pain and with FeedProxy for Feeds you don't need to.
Driven by the same translation services powering Cliqset.com, FeedProxy translates feed data from over 80 services into persistent Activity Streams compliant Atom feeds. Forget worrying about understanding proprietary feed formatting and learn a single, open standard for expressing what people are doing around the web.
Cool - there's a bunch of people already doing this.


‘Get Him the F*** Out of There’: Stephen King Slams Trump
Horror genre author and Hollywood movie producer Stephen King has once again criticised US President Donald Trump. Earlier, King slammed Trump for his comments with regards to US veterans William McRaven and John McCain.
Stephen King slammed the US President on Twitter, demanding that Congress cut to the chase and impeach Trump.
The publication has gained over 36,000 retweets; Donald Trump has not commented on King's statement.
In September, House Democrats launched an impeachment inquiry into a whistleblower's allegation that Trump abused the power of the office during a 25 July phone with Ukrainian President Volodymyr Zelensky by using security assistance as leverage to pressure him to investigate former Vice President Joe Biden and his son Hunter.
Trump has denied any wrongdoing and denounced the impeachment inquiry as another political witch hunt by Democrats aimed at reversing the result of the 2016 US presidential election.


There are some built-in methods that can be used in the application, which are:
It is used to define properties in the data scope. It sintax is
instance.setData(object, targetObject).
- { Object } object – represents object a
containing the properties that must be added to the scope.
- { Object } targetObject – represents the
target scope to be added to the properties. It is optional, if not defined the
properties will be in the main scope.
- { Object } returns – the scope object.
It allows adding an event to the instance so that it can be used anywhere in the
application.
The method expects two parameters: instance.on(eventName,
callback).
- { String } eventName – the name of the
event
to be added.
- { Function } callback – the callback having
your code.
- { Object } returns – an object having the
event name and the callback we can use to remove the event.
{ event: String, callback: Function
}.
Allows you to remove an event added to the instance.
The method expects two parameters: instance.off(eventName,
callback).
- { String } eventName – The name of the
event
to be removed.
- { Function } callback – The callback
returned from on method.
- { Object } returns – an object having the
event name and the callback. { event: String, callback: Function
}.
Allows you to raise a specific event, whether customized (events added in elements) or
added in the instance.
The method expects three parameters: instance.emit(eventName,
data, once).
- { String } eventName – the name of the
event
to be emitted.
- { Object } data – a data to be added to the
event callback.
- { Boolean } once – allows you to remove the
event after being called the first time.
It allows exposing an object, allowing it to be retrieved anywhere in the application.
By default, Easy uses to transfer data to a component.
The method expects three parameters: instance.expose(name,
data, force).
- { String } name – the unique name (Or,
component name).
- { Object } data – the object to be exposed.
- { Boolean } force – allows you to force the
exposition if there is already some exposed data with the same name.
It allows to retrieve the exposed data. The method expects two parameters: instance.remove(name, remove).
- { String } name – the name of the exposed a
object.
- { Boolean } remove – allows to remove the
exposed data after being retrieved.
- { Object } return – the exposed object.
It allows creating a structured javascript object, based on the structure of the HTML
element. Object that can be sent to a server.
To be able to generate the structure, this method depends of some commands, whitch are:
-
e-build – allows you to build one object within another. The syntax
is e-build="path". The path always need to
be complete, from the base object untill the property it needs to create. When you
need to create an object inside of an array you don't need to put the property and
the index (property[0]) of the array, just property name, by the default it maps all
the array.
-
e-array – allows to build a array of the element where it is defined.
Even if it is not defined by default it creates an array if the elements repeats.
The method expects three parameters: instance.toJsObj(selector, options,
onset).
- { String | Element } selector – the selector
of the element to be generated or the element it self.
- { Object } options – options that indicates
attributes it needs to look and from this ones which attributes it needs to get the
value. It sintax is { names: '[attribute1],[attribute2]',
values: '[attribute1],[attribute2]' }. The order really matters, it takes
what it finds first. The default value is { names: '[name]',
values: '[value]' }.
- { Function} onset – a function that will be
called whenever a property is setted.
We can build complex objects with using this method, simply create the structure we need.
It is used to watch changes in specific property in the data scope. It sintax is
instance.watch(propertyName, callback, targetObject).
- { String } propertyName – represents the
name of the property in the data scope.
- { Object } callback – represents the
callback where all the logic will be fired when the property changes. The first
argument is the new value and the second is the old value of the property.
- { Object } targetObject – represents the
target scope having the property to watch. It is optional, if not defined the
properties will be in the main scope.
- { Object } returns – the watch object, that
can be used to destroy the watch listener.
It is used to set some Easy configuration. The method
expects two parameters, the first is the property to set and the second is the value
(Object Literal) to be setted. The available configurations are:
skeleton – allow to modify the background and/or wave of the skeleton values. It sintax is
instance.set('skeleton', object).
- { Object } object – the object having the
value it needs to modify.
{ background: 'color', wave: 'color'
}
delimiter – allow to add a delimiter into the Easy compiler. It sintax is
instance.set('delimiter', object).
- { Object } object – the object having the
value(s) it needs to be added. The structure of the object is:
All the available delimiters can be seen in the property instance.delimiters.
These values are unalterable by this property.
Remind to the escape the open and close if its need, because it passes in Regular
Expression check.
It's used to compile a html element executing all the easy's commands
It expects one parameter: instance.compile(config).
- { Element } config.el – the element to be compiled.
- { Object } config.data (Optional) – the data that will be injected
in the element compilation.
- { Boolean } config.skipAutoCompile (Optional) – if defined true value, the auto compilation will be avoided on element DOM insertion.
- { Function } config.done (Opcional) – the function that is called
when the element compilation is completed, passing it as the first parameter.
It's used to transform from html string text to a html
element, returning the transformed element.
The string must have only one root element.
It expects one parameter: instance.toElement(string).
- { String } string – the string having the html structure.
It's used to add dependencies to the instance.
It expects one parameter: instance.use(dependencies).
- { Array } dependencies – an array of dependencies object.
Imagine we have multiple .js files and we want to run all of them with the main
application instance... Normally, to archieve that, we should expose the instance variable, like this:
Fortunately we have instance.call, this method runs a function attaching the
current instance as it context.
It expects two parameters: instance.call(calls, ignoreIfNull).
- { Array } calls – an array of functions that will be called.
- { Boolean } ignoreIfNull – allows to ignore an item if it's null,
otherwise, it throws a warning message. By default the value is false.


Insert your email address in the field below to receive the details of your account
If you are interested in participating in this project, please contact us in e-learning@cesga.es


{% load static %}
Competitors' life is cruel. We must solve hard challenges between a thousand dangers, while time is running out.


Shopping Bag
Gucci Purse: $1000
Fendi Bag: $2000
Armani Long-sleeved shirt: $50
Total
Clothing Total:
$3050
Tax Total:
$200
Total:
$3050
Try
Buy
Mercury 1.0.0
0
Scan an Item to Preview
Swipe: Left (Dismiss), Right (Add to Bag)
Share
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Messages
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Settings
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Settings
Name
E-mail
URL
Password
Phone
Gender
Male
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Birth date
Switch
Slider
Textarea
Checkbox group
Books
Movies
Food
Drinks
Radio buttons group
Books
Movies
Food
Drinks
My Photo
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My Photo
My Payment
My Photo
Name
Payment
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My Payment
My Payment
First Name
Last Name
Address
Address2
City
State
AK
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Zipcode
Credit Card Number
Expiration Date
Birth date
Auto-checkout
About Mercury
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About Mercury
Mercury ver 1.2.3
Mercury retail app is the brainchild of Tony & Melissa DiLoreto. Mercury changes how the world shops, by combining the online and offline retail shopping experience.
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{% extends 'base.html' %} {% load static %} {% block content %}
| Name | Schools | ||||
|---|---|---|---|---|---|
| {{counsel.student.name}} | {% for school_formality in counsel.formality.school_formality.all %} {{school_formality.school.name}} (Priority : {{school_formality.school_priority}}) / {% endfor %} |
| Name | School |
|---|---|
| {{school_formality.formality.counsel.student.name}} | {{school_formality.school.name}} |
| Partner Schools # | Active Host Families # | Inactive Host Families # | Prospective Host Families # | Current Students # | Student Complaints # |
|---|---|---|---|---|---|
| {{found_branch.school_count}} | {{found_branch.active_host}} | {{found_branch.inactive_host}} | {{found_branch.prospective_host}} | {{found_branch.current_students}} | {{found_branch.complaints}} |


Your browser does not support iframes.
-->
Jane Doe
ski tahoe
breckenridge
florida
winter park
eldora
Click for Gnar


Adopted by our Board of Directors (the Board) serve as a framework for Board governance over the affairs of the Corporation for the benefit of its shareholders.
Provides guidance for all directors, officers and employees on various legal and regulatory requirements and business practices applicable to business activities conducted on behalf of the company.
Adopted specifically for our Chief Executive Officer and senior financial officers and the chief executive officer and senior financial officers of each subsidiary.
Provides guidance on how we treat our Business Partners and our expectations on how our Business Partners should operate when doing business with us.
Outlines the Audit Committee's responsibilities with respect to assisting the Board in fulfilling its responsibilities relating to the accounting and financial reporting process and the audit of the Corporation's financial statements.
Outlines the Compensation Committee's responsibilities with respect to assisting the Board in discharging its responsibilities relating to (1) compensation of the Corporation's executives, (2) administering the Corporation's equity incentive plans (other than any such plan applicable only to nonemployee directors) and (3) producing an annual report on executive compensation for inclusion in the Corporation's proxy statement.
Sets forth the Nominating and Corporate Governance Committee’s responsibilities to (1) identify and recommend individuals qualified to become Board members; (2) oversee the evaluation of the Board; and (3) review from time to time the Corporate Governance Guidelines applicable to the Corporation and recommend to the Board any changes it may deem appropriate.
These policies and guidelines apply to Liberty Latin America and to all other companies in which Liberty Latin America directly or indirectly owns and has the right to vote shares or other interests representing more than 50% of the voting power of such companies (the "Controlled Companies") with respect to the election of directors or similar officials, and to all directors, officers and employees of each, subject to certain exceptions.


{% extends "website/includes/card.html" %} {% block title %} Input a ratio to surpass {% endblock %} {% block content %}
This is an undercutting calculator. Useful for any game where you need to beat someone else's ratio on any item on the market.
Lower number of results = faster calculation
{% endblock %}


#include <Font.h>
Font bitmaps contain an alpha channel, which enables anti-aliasing. The text may be rendered as multi-colored using the bitmap information, or using a provided color. In the latter case, only the alpha channel is used.
The font is typically read from a targa bitmap file (TGA), because it supports an alpha channel. The bitmap contains all characters of the ISO-8859-1 charset, starting from character 32 (space), all characters next to each other, from left to right, except for some pixel rows and column indicating characters widths and so on.
Definition at line 40 of file Font.h.
Public Member Functions | |
| Font (const String &path) | |
| Creates a new font. | |
| int | getAscent () |
| Returns the number of pixel rows above and including the base line. | |
| int | getDescent () |
| Returns the number of pixel rows below the base line. | |
| int | getHeight () |
| Returns the number of pixel rows from the bottom to the top of the font. | |
| Image * | getImage () |
| Returns the image that contains the font glyphs. | |
| const String & | getPath () |
| Returns the path of the font file, may be relative or absolute. | |
| Vector | getPosition (char character) |
| Returns the position of a single character within the font images. | |
| Vector | getSize (const String &text, bool caps=false, bool withHotKeys=false) |
| Returns the size of a given text if rendered using this font. | |
| int | getWidth (const char character) |
| Returns the width of a single character, without character spacing. | |
| int | getWidth (const String &text, bool caps=false, bool withHotKeys=false) |
| Returns the width of a given text if rendered using this font. | |
| String | shortenTextForEllipse (const String &text, int maximumWidth, bool caps=false) |
| Returns a text that is shortened if its width is larged than a given width. | |
Static Public Attributes | |
| const char * | ELLIPSE |
| The string to be used as ellipse. | |
Protected Member Functions | |
| virtual | ~Font () |
| Destroys the font. | |
Protected Attributes | |
| int | ascent |
| The number of pixel rows above and including the base line. | |
| int | ellipseWidth |
| The width of the ellipse. | |
| int | height |
| The number of pixel rows from the bottom to the top of the font. | |
| Image * | image |
| The image that contains the font glyphs. | |
| Vector | positions [256] |
| The position of the upper-left corner of the character glyphs within the image. | |
| int | widths [256] |
| The widths of the character glyphs in pixels. | |
Private Attributes | |
| friend | ArrayList<Font> |
| friend | HashMap<Font> |
| String | path |
| The path of the font file, may be relative or absolute. | |
| friend | PlatformAdapter |
|
|
Destroys the font.
|
|
|
Creates a new font.
|
|
|
Returns the number of pixel rows above and including the base line.
|
|
|
Returns the number of pixel rows below the base line.
|
|
|
Returns the number of pixel rows from the bottom to the top of the font.
|
|
|
Returns the image that contains the font glyphs.
|
|
|
Returns the path of the font file, may be relative or absolute. Relative paths are relative to the application's executable location.
|
|
|
Returns the position of a single character within the font images.
|
|
|
Returns the size of a given text if rendered using this font. This includes character spacing pixels.
|
|
|
Returns the width of a single character, without character spacing.
|
|
|
Returns the width of a given text if rendered using this font. This includes character spacing pixels.
|
|
|
Returns a text that is shortened if its width is larged than a given width. This is done by leaving out trailing characters, adding an ellipse (three dots, '...'). If the width is even smaller than the ellipse itself, only the ellipse is returned.
|
|
|
|
|
|
The number of pixel rows above and including the base line.
|
|
|
The string to be used as ellipse.
|
|
|
The width of the ellipse.
|
|
|
|
|
|
The number of pixel rows from the bottom to the top of the font.
|
|
|
The image that contains the font glyphs.
|
|
|
The path of the font file, may be relative or absolute. Relative paths are relative to the application's executable location. |
|
|
|
|
|
The position of the upper-left corner of the character glyphs within the image.
|
|
|
The widths of the character glyphs in pixels.
|


As of v1.11, DataTables can be initialised without using jQuery through the new DataTable()
constructor. This class takes two parameters:
The constructor will return a DataTables API instance allowing manipulation of the table.
Please note that while this constrctor does not require you to write any jQuery code, DataTables will still use jQuery as a dependency.


Entry point for API usage
This is the main class for interaction with the AccessControl API.
Every application using this API should always be accessing it through this class.
It handles all the creation, retrieving and deletion processes for users, roles and permissions.
Methods summary
public
|
#
createPermission( string $permission_id )
Creates a new permission in the database
Creates a new permission in the database
It will throw an exception if the permission already exists or if it couldn't be created.
Parameters
Throws
|
public
Phlopsi\AccessControl\Role
|
#
createRole( string $role_id )
Creates a new role in the database
Creates a new role in the database
It will throw an exception if the role already exists or if it couldn't be created.
It will return a Role object, if the role was successfully created.
Parameters
Returns
Throws
|
public
Phlopsi\AccessControl\User
|
#
createUser( string $user_id )
Creates a new user in the database
Creates a new user in the database
It will throw an exception if the user already exists or if it couldn't be created.
It will return a User object, if the role was successfully created.
Parameters
Returns
Throws
|
public
boolean
|
#
deletePermission( string $permission_id )
Deletes an existing permission from the database
Deletes an existing permission from the database
It will return true, if the permission was successfully deleted or false, if it could not be found.
Parameters
Returns
boolean
Throws
|
public
boolean
|
#
deleteRole( string $role_id )
Deletes an existing role from the database
Deletes an existing role from the database
It will return true, if the role was successfully deleted or false, if it could not be found.
Parameters
Returns
boolean
Throws
|
public
boolean
|
#
deleteUser( string $user_id )
Deletes an existing user from the database
Deletes an existing user from the database
It will return true, if the user was successfully deleted or false, if it could not be found.
Parameters
Returns
boolean
Throws
|
public
string[]
|
#
retrievePermissionList( )
Retrieves a list of all existing permissions from the database
Retrieves a list of all existing permissions from the database
Returns
string[]
Throws
|
public
Phlopsi\AccessControl\Role
|
#
retrieveRole( string $role_id )
Retrieves an existing role from the database
Retrieves an existing role from the database
It will throw an exception if the role could not be found.
It will return a Role object, if the role was successfully retrieved.
Parameters
Returns
Throws
|
public
string[]
|
#
retrieveRoleList( )
Retrieves a list of all existing roles from the database
Retrieves a list of all existing roles from the database
Returns
string[]
Throws
|
public
Phlopsi\AccessControl\User
|
#
retrieveUser( string $user_id )
Retrieves an existing user from the database
Retrieves an existing user from the database
It will throw an exception if the user could not be found.
It will return a User object, if the user was successfully retrieved.
Parameters
Returns
Throws
|
public
string[]
|
#
retrieveUserList( )
Retrieves a list of all existing users from the database
Retrieves a list of all existing users from the database
Returns
string[]
Throws
|


Home
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Contact
Questions? Comments?
Email us at:
First Name:
Last Name:
Email:
Comments:
Please write to us at:
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Or call us at:
1(888)555-1234


{{ partial "header.html" . }}
{{ partial "preloader.html" . }}
{{ partial "navigation.html" . }}
{{ partial "hero-area.html" . }}
{{ partial "about.html" . }}
{{ partial "content.html" . }}
{{ partial "service.html" . }}
{{ partial "call-to-action.html" . }}
{{ partial "contact.html" . }}
{{ partial "footer.html" . }}


Every day, we are creating1 2.5 quintillions(1018) bytes of data, out of which 90 percent of the data in the world has been created in the last two years alone. This massive amount of data is generated every now and then by millions of devices around us and with various social networking websites.
Data can be transformed into meaningful insights to help organizations in taking crucial decisions in their business by extracting valuable data-driven insights from the tremendous amount of data present in the world. It helps them creating value-added data products.
The person who generates valuable insights and patterns from the data is called Data Scientist. No wonder why it is an important asset for the company as regarded as one of the important jobs of the century.
The term data science became very difficult to explain especially in today world. “Data science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured, similar to data mining.” —Wikipedia2.
In other words, it is a set of fundamental principles that guide the extraction of knowledge of data.
A very good explanation of the word data science is explained by Drew Conway’s Data Science Venn Diagram3 on his blog.
Drew Conway’s Data Science Venn Diagram
Based on this diagram, which captures the spirit of the word “data science”, it comprises of three different kinds of knowledge:
1.Statistics: For modeling and summarizing datasets (which are increasing day by day).
2.Computer knowledge: For gathering, processing and visualizing the data (designing and using the algorithms).
3.The domain expertise: For expressing the correct questions and to put their answers in context.
As it can be seen that, these are not a new domain of knowledge to learn but a new set of skills are required which are easy to learn.
Why Python is used for Data Science
Python is an open source high-level language. It has powerful computation tools and packages which make it easy to focus on the task. When we execute Python code, the Python interpreter converts your code into bytecode that your computer can understand, and then runs that bytecode. Python is a high-level language. High-level languages allow you to write programs faster as the interpreter makes the decisions on how to execute your instructions Following are some of the reasons for choosing Python for Data Science projects.
Easy to learn: Python is a simple scripting language that makes it easy to interact with data that makes it learning curve easy.
Open source: Python is free and open source, which means Python source code is available for the public and anyone can contribute to its development.
Active community: Python has a large and active scientific community so it is easy to get help.
Scalable: It is fast and scalable as compared to other languages like R, Stata, Matlab.
Packages: Wide range of packages that make it easy to get started and build the application. Some of them are:
- NumPy for manipulation of homogeneous array-based data.
- Pandas for manipulation of heterogeneous and labeled data.
- SciPy for common scientific computing tasks.
- Matplotlib for publication-quality visualizations.
- Scikit-Learn for machine learning.
- IPython for interactive execution and sharing of code.
It allows the programmer to focus on the task at hand very fastly.
Data science Project Overview
Here are the main steps you will follow for any data science project.
-
Ask questions: Ask question what do you want to analyze. Talk with the business unit to figure out the questions. Either you have given data and you ask the question based on it or first, you ask the question and then gather data based on your it.
- Data Wrangling: Once you have clear questions in your mind, now you can proceed to data wrangling which has three steps:
- Gather data: Either data is provided from the business unit or need to gather from different sources which generally comes in various formats.
- Assess the data: Once you gather the data, now you will make sure if the data have any problems like not in the same format or if there are any other problems.
- Cleaning the data: It is very rare that the data one get is clean. Most of the time, of a data science project, is spent on cleaning the data. It is done either by modifying it to new data or by removing the duplicates or unnecessary data as well as fixing the missing data.
-
Exploratory Data Analysis(EDA): In this step. you explore the data, find patterns, relationships by visualizing the data which helps to gain insights. Feature engineering (removing outliers and creating better features) is also done in this process. After this, we select a model and train it. This is a repetitive process.
- Present the solution: Present the insights which you gained from the data. It could be done in the form of reports, blog posts, presentations, etc.
Prepare the data science environment in three steps
Jupyter
For new users, it is recommended to install Anaconda4, the most popular python data science platform. Anaconda installs Python, Jupyter Notebook and other packages used for data science. Learn more about Jupyter here.
Download Anaconda for Python 3
Project template
It is a good practice to have a project template which makes it easy to work and understand. A Cookiecutter is a logical, reasonably standardized, but flexible project structure for doing and sharing data science work. It can be installed by the following command.
$ pip install cookiecutter
Installing Cookiecutter
Once it is installed we can create a project template by the following command.
$ cookiecutter https://github.com/drivendata/cookiecutter-data-science
Creating project template Cookiecutter
Git
Versioning system is important for any data science project. It helps in working together as well as going back to the earlier version if there are any problems. We will be using Git in our case. We don’t need to have the expertise to use git, just knowing 4 commands will suffice in this project.
git init
: Initialize the git repository.git add
: Add files in git. For adding all the files of this current folder to the git system we have to add a dot(.) after this command.git commit
: Commit the changes using the command. This tells the git that we have committed our changes and can create our checkpoints. It’s a good practice to provide commit messages for referencing by adding a-m
flag with it.git log
: It shows all the logs. But to have only one line use---oneline
which shows git message with git commit id.
Basic git commands for data science projects
Conclusion:
In this post, you learned about Data Science and learn why Python is preferred for it. We also explored different steps for starting data science projects and finally, we saw the environment which is required for a data science project. I hope it helps to understand some basics concepts of data science. In the coming tutorials, we will explore more about data science and the various algorithm used for it, till then explore more go through the references.
References and further reading list
1: https://www-01.ibm.com/common/ssi/cgi-bin/ssialias?htmlfid=WRL12345USEN
2: en.wikipedia.org/wiki/Data_science
3: http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram
4: https://www.anaconda.com/
5 Python Data Science Handbook: Essential Tools for Working with Data (English Edition)


Airbnb is taking over our cities.
Corporate-run, illegal, and speculative ‘home-share’ hotels contribute to rising rents, evictions, and homelessness. Across the city, hundreds of tenants have been kicked out of their homes after profit-eying landlords raised rents higher than what the average family can afford to pay.
Once these units, or even full buildings, have been cleared out, landlords can convert them into hotels. When there are fewer homes to rent out, landlords then raise the rents on their remaining units, overburdening some of their tenants and displacing others.
Think this should be illegal? It is.
Short term leases in units that are not a leaser’s primary residence have been banned since July 2019 in Los Angeles. But Airbnb does little to enforce these ordinances on their own platform, and LA law enforcement does even less.
NOLympics LA
Anti-Eviction Mapping Project
Web Credits
This site is powered by Flâneur by Dawn Childress and Dominique O’Neill.


WITNESS LIST Appropriations Committee (SUBCOMMITTEE ON Regulatory) February 11, 2003-8:00A Budget On: Aikman, Harvey (Executive Council of Physical Therapy and Occupational Therapy Examiners) Allen, Ron (Board of Veterinary Medical Examiners) Beran, Douglas A. (Board of Barber Examiners) Brodie, Mike (Real Estate Commission) Burnett, Dale (Structural Pest Control Board) Coleman, W. Kevin (Texas Board of Professional Geoscientists) Crawford, Denise Voigt (Securities Board) Dodson, Gay (Board of Pharmacy) Feeney, Harold E. (Credit Union Department) Flowerday, Paula (Racing Commission) Hairston, Terrie L. (Board of Vocational Nurse Examiners) Houston, Fread (Texas State Board of Dental Examiners) Humphrey, Antoinette (Cosmetology Commission) Hymans, Allen (Board of Podiatric Medical Examiners) James, Randall S. (Department of Banking) Kloeris, Chris (Optometry Board) Kuntz Jr., William H. (Board of Professional Geoscientists) Kuntz Jr., William H. (Department of Licensing and Regulation) Ladd, Jack (Securities Board) Lee, Sherry L. (Board of Examiners of Psychologists) Liner, Renil C. (Real Estate Commission, Texas Appraiser Licensing and Certification Board) Maline, John (Executive Council of Physical Therapy and Occupational Therapy Examiners) Martinez, Jodie (Board of Vocational Nurse Examiners) Maxwell, Robert L. (Board of Plumbing Examiners) Mayo, L.W. (Texas Appraiser Licensing and Certification Board) Montoya, David E. (Board of Tax Professional Examiners) Patrick, Donald (Board of Medical Examiners) Pettijohn, Leslie (Office of Consumer Credit Commissioner) Pledger, Jim (Savings and Loan Department) Rounds, Linda (Board of Nurse Examiners) Smith, Sandra (Board of Chiropractic Examiners) Smith, Sandy (Board of Professional Land Surveying) Taylor, Nicholas C. (Securities Board) Taylor, Shelia Bailey (State Office of Administrative Hearings) Thomas, Hal (Credit Union Department) Thomas, Katherine A. (Board of Nurse Examiners) Thorburn, Wayne (Real Estate Commission) Tippit, Dr. Nathaniel G. (Texas State Board of Dental Examiners) Vasquez, III, Leo R. (Department of Licensing and Regulation) Walker, Jerry T. (Board of Medical Examiners)


Public education is a vital component of the American Dream, our continued economic growth, the social contract that binds us, and even our national defense. An educated populace our most valuable resource. Everyone, including the childless, benefits greatly from public education. Not only because of the education they themselves received, but also from all the wonderful things educated children invent as they grow up. The original Colorado Constitution enshrines public education as a positive right to all state residents and Amendment 23 - passed Nov 7, 2000 - sets minimum funding levels for education.
We are not meeting these minimum funding levels and have not met them for almost two decades. Our current state of severe underfunding is a constitutional crisis.
Colorado schools are underfunded by over $800 million per year. That would just get us to constitutionally mandated funding levels. We'd still be significantly below the national average. Douglas County spends $1.5k less per student per year than the state average so we are currently $3.6k per student per year behind the national average. At the same time as our per-pupil revenue has been shrinking our population has been exploding. Operational budgets have shrinking even more than it appears to fund the building of new schools.
No matter what funding levels are, some people will say they are to high, some to low, and some just fine. They can't all be correct. Colorado schools are coming up with everything they can to make ends meet, but there is only so much they can do with the resources allotted to them. The results are all around us.
 Even if we raised teacher salaries tomorrow that won't bring back the experienced educators who have already left our district and our state. Teacher pay in Colorado has declined 7.7% over the last decade and while we are fortunate that many of our older teachers have stayed with us through these cuts they will be retiring soon. The free market is speaking very clearly. We aren't paying enough so fewer and fewer people are willing to do the job.
This is a play in three Acts. The first was passed in 1982 when voters approved the Gallagher Amendment. This constitutional amendment set a cap on commercial property tax rates and also fixed the ratio of revenue the state was allowed to raise from commercial vs residential property taxes at 55%/45%. In 1982 Colorado had a population of 3 million and was much more rural. Today, Colorado is one of the fastest growing states in the nation with 5.5 million people and is increasingly urban. The high value of urban property, made worse by the housing shortage, is forcing residential property tax rates down. This is starving rural towns of revenue they need to fund their schools, hospitals, police, and fire districts all of which comes from property taxes. Residential property taxes today are among the lowest in the nation and about 1/3rd the rate they were when Gallagher passed. It is also starving urban districts, but as these are where residential property values are increasing the impact is less severe. Gallagher is projected to cut residential property tax rates an additional 15% next year taking even more money out of our school's pockets.
Then in 1992 we passed TABOR(The Taxpayers Bill of Rights). Prior to TABOR municipalities could compensate for mandatory reductions in property tax by passing other taxes. But TABOR ended this by requiring all tax increases to go to a popular vote for the area affected. The assumption was that people would vote to fund the important things. We did not. Additionally, TABOR requires that taxes collected in excess of caps be refunded. This means that the state cannot effectively save surpluses from boom years to carry it through lean years. For the past 26 years the state's per capita tax revenue has not been keeping up with inflation. Our school system has borne the brunt of it.
In 2000 we passed Amendment 23 to save our schools. This amendment required that school funding keep pace with inflation. It also required an extra 1% for the following ten years in order to catch per-pupil funding back up with where the state had been in 1989. However, it did not levy additional taxes to provide this revenue instead calling dibs on projected increases from our growing economy. When we hit a downturn the legislature cut school funding instead - and continued cutting it year after year. Parents and teachers sued the government over it in a legal battle that went all the way to the state Supreme Court. Unfortunately the court saw this problem as a fundamental conflict between two amendments that it could not resolve. 23 demanded funding for schools, TABOR forbade the state from raising revenue without voter approval, and there are many other necessary things that are government needs to do such as fund police, fire fighting, the court system, water treatment, power, maintain the roads, etc. The court told the parents to pass a tax increase to raise the revenue 23 needed. In 2013 they got a proposal on the ballot that was rejected by voters 65/35. Note that only about a third of Colorado's electorate has school age children at any one time. This is the fundamental problem with TABOR - it relies on people supporting tax increases for vital services even when they aren't personally utilizing them.
The money raised by taxing Marijuana is less than 1% of the amount we need.
For reference, the national average spent per student per year in 2016 was $11,762 while in that same year the Colorado average was $9,575. Meanwhile Douglas County spent a mere $7,020 per pupil that school year. So we are $4,742 per pupil per year below the national average. We need more than the national average because we have a higher than average cost of living so our teachers have more expenses than they do in other places.
There are just shy of a million k-12 students in Colorado. The weed taxes raise around 80 million per year for schools. Half of that goes to BEST (Building Excellent Schools Today) which is pre-occupied with new construction for our growing population. What is left is around $44 per student per year. That disappears into $4,742 per student per year like a tic-tac into the mouth of a whale.
It was very much in the interests of Marijuana advocates to imply that the tax money would solve all our woes. The problem with advocates is they will say anything that is effective at convincing people. Sometimes it is true, sometimes it isn't. All advocates on every side of every issue do this. Marijuana foes also mixed truths and falsehoods in their opposition. What concerns us now is that the revenue lie made many Coloradans believe that our financial situation is vastly better than it actually is leading to an unwillingness to vote for critical funding initiatives.
Kim Ransom is one of a select few legislators who have a 0% rating by the Colorado Education Association. She has not only consistently voted against all efforts to improve our k-12 system, but also gone beyond that in her advocacy for home schooling. Consider the following bills that Kim has been a sponsor for:
A good home school run by loving parents or professional tutors delivers a bespoke education specifically tailored to a child's needs. It is a privilege to be able to afford to home school your children as Kim did hers. But it is not something we can provide for everyone and it would be inappropriate to de-fund our k-12 system further or lower our educational standards. A large majority of HD 44 constituents send their children to public schools and value this public service.
As your legislator Simone can reduce waste in the system. For nearly a decade we have entertained proposals that this is merely a "management problem" that we could somehow fix by "thinking outside the box" and "getting creative". This made us easy marks for con men selling us miracles. We've thrown money away on useless nostrums like a cumbersome teacher evaluation bill in 2010. Today even its ardent supporters - such as school superintendent Rob Stein - say that "Broadly speaking, I would say the law has been a failure. We have not realized the improvements that we hoped to see, and it’s just added another layer of bureaucracy and hoops". We need to stop/repeal failing reforms and get back to basics.
There is also bi-partisan interest in modifying the Gallagher Amendment which has been really hurting rural Colorado towns and fire districts. Simone would support any effort to get a beneficial modification of Gallagher onto the ballot.
However, the most important thing we can do is vote to raise revenue. Due to TABOR legislators can't do this alone. There will be three funding proposals on your ballot this November. They each address separate problems and the passage of any one will not compensate for the failure or another.
If both 5A and 5B pass the average Douglas County household will pay an extra $17.33 per month in property taxes. That is less than a night at the movies to fix our crumbling buildings and pay our teachers a decent wage.


Vetan1675.github.io
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Patricia is a pioneering graduate of the Master of Science in Data Science program of the Asian Institute of Management, graduating with distinction. She took her Bachelor of Science in Applied Physics at the University of the Philippines, garnering cum laude and best graduate. She has over 12 years of leadership experience, most of which was spent heading operations in an online sportsbetting company where she managed risk, maximized profit through trading, and built the foundations of data science in her teams.
She is currently Senior Assistant Vice President and Data Scientist at Security Bank, a top universal bank in the Philippines. She is passionate about artificial intelligence, machine learning, and neural networks.
Using signal processing techniques and two kinds of neural networks (multilayer perceptron and convoluted neural networks), we are able to distinguish between distress and non-distress sounds with an 80% accuracy.
Using only the past ten daily exchange rates, I compared the performance of a multilayer perceptron and a long short-term memory recurrent neural network to predict the next day USD-PHP exchange rate.
Using a modified sandpile model (cellular automata), I simulate the resulting flooding behavior of a simple terrain with uniform rainfall.
We investigate the connections between the members of the Board of Directors of the companies listed in the Philippine Stock Exchange using network science.


Photography Permission slip
I
give permission to Donna Rice to photograph my Child
I give my permission for these pictures to be shared
in the monthly newsletter (no name included)
on Dance Class Facebook page (no name included)
in the Dance Class Recital program with name included
in the Dance Class Website (no name included)
Electronic Signature
Done


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public interface ThreadEventNotifier
Service which acts as a dispatch hub for events about the lifecycle of the current thread.
Note: prior to release 1.1.1, the ThreadEventNotifier implementation would retain the listeners
after fireThreadCleanup()
, which could allow certain threads to retain a reference to a
listener, and thus that listener's class loader, even after the an application redeployment,
resulting in a massive memory leak. Starting with release 1.1.1, all listeners are discarded by
fireThreadCleanup()
.
| Method Summary | |
|---|---|
void |
addThreadCleanupListener(ThreadCleanupListener listener)
Adds the listener. |
void |
fireThreadCleanup()
Invokes ThreadCleanupListener.threadDidCleanup() on all listeners, and discards the
list of listeners. |
void |
removeThreadCleanupListener(ThreadCleanupListener listener)
Removes the listener, if it has been previously added. |
| Method Detail |
|---|
void addThreadCleanupListener(ThreadCleanupListener listener)
fireThreadCleanup()
is
invoked, at which point is discarded.
void removeThreadCleanupListener(ThreadCleanupListener listener)
fireThreadCleanup()
.
void fireThreadCleanup()
ThreadCleanupListener.threadDidCleanup()
on all listeners, and discards the
list of listeners.
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