text:
Inspiring Starlights - Star Priestess Healing Retreat
Leading by Ursa
21 - 22/01/2017 Sat-Sun 10am-6pm
I am the light leader of the Shakti Dharma Center
I am an illumined Star Priestess
I am remembering my starlight origin
and are taking my place on Earth.
I am giving my ongoing services
to serve the Divine Mother,
who is the creation expression of the starlight worlds.
I am offering to guard holy starlight fires.
I am offering myself as a n devotional starlight channel
to bring starlight to Earth and to human kind.
I am served to be manifested starlight places
and create connections to the stars.
I am very proud to be here,
to heal and guide you to reconnect to the starlight world
Ground here
Feel Home
With divine love, Ursa Teoh
Day 1
Starlight presence
in the chakras (for 2 chakras)
Star Knowledge of Avalon
treatment with
the star crystal sphere
Moon Power Place
with cleansing ritual
and shakti healing
New Mission and New Possibilities
(the special technique giving by Shakti Dharma Light Center Leadership)
Releasing - to enable your inner vision
Guidance - helping you focus on your mission
Day 2
New Mission and New Possibilities
(the special technique giving by Shakti Dharma Light Center Leadership)
Foresight - to make your path visible fast
Healing Ritual
from the star knowledge
of the nature realms
Application of
the Orion and Sirius
Creating Starlight Places
Starlight Fire
Any inquiries, please contact:
Ursa 萵莎 016-333 5779


text:
Karen Orr | 8 March 2017
In celebration of International Women's Day, we interviewed a number of successful women at QA. We caught up with Karen Orr, QA's Director of People and Engagement to find out more about her, her career journey and achievements.
"I had an interesting female boss many years ago, whose values I didn't like very much, but who had great passion, focus and determination: she somehow ignited my career focus and provided me with opportunities to progress quite quickly. More recently (almost 15 years ago!), I returned from my second period of maternity leave only to be made redundant. I subsequently took on a new role which whilst interesting didn't fill me with excitement. A year later however, everything changed when we found ourselves in receivership and were bought out by a joint VC. I seized the opportunity to stay with a significantly smaller business but one where I felt I could make a difference."
"HR is traditionally a female dominated function, until you get to senior levels, and I have never felt my gender has hindered me. I have on occasion reflected on how I interact with my male colleagues and lamented at the lack of constructive feedback –and wonder how much this has impacted my ability to develop the skills to more effectively communicate with some. "
"Don't wait for opportunities to come your way – proactively seek them out and challenge others to give you a chance to rise to the occasion. "
Watch our video showcasing women who have embraced a career in technology.
Hear more from some inspirational women at QA.

subset: commoncrawl


text:
Cayman Motor Museum is revving up
to share its amazing collection of cars and motorbikes with Chamber members and
their guests on Thursday, 12 August at Business After Hours.
The new business has an incredible
selection of motor vehicles on display in its 10,000 square feet of space.
The collection, acquired by local
businessman Andreas Ugland, includes the world's first car, the Batmobile,
Ferraris, Rolls-Royces, Cayman's first car, and many motorbikes.
"Finally, after more than a decade,
it is truly a pleasure to share these motorcars and motorbikes with all who
might appreciate their significance and magnificence," said Mr. Ugland.
The museum offers itself as a
unique environment for banquets, cocktail receptions, presentations, meetings,
birthday parties and other special events. All areas are climate controlled and
offer perfect acoustics, and event planning and audiovisual services are
available upon request.
The museum is on North West Point
Road in West Bay with plenty of parking available.
Refreshments will be served at the
After Hours event, which starts at 5.30pm, and a variety of prizes and gift
bags will be given out to some lucky Chamber members, including a ride in a
patent car, free passes, caps, shirts, gift certificates and mouse pads.
Attendees will also be treated to a full tour of the museum.


text:
Interim Third-Party Selection in Bargaining
36 Pages Posted: 30 Nov 2013 Last revised: 24 Mar 2017
Date Written: July 22, 2015
Third-party intervention can reduce the risk of conflict in situations where the bargaining failure is due to asymmetric information. In this paper, I consider the selection of a third party in a two-person bargaining problem where each disputant has private information about its relative strength or weakness. I find that the disputants choose the third party that is best for the strong type but worst for the weak type due to the incentive of each disputant to avoid seeming weak to their adversary. The selected third party's intervention entails a higher ex ante chance of conflict than intervention by any other alternative. This paper shows how the process of interim third-party selection can have important consequences for the outcome of a third-party intervention in bargaining.
Keywords: Bargaining, Third-party intervention, Third-party selection, Mechanism design
JEL Classification: C71, C78, D82
Suggested Citation: Suggested Citation
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text:
Having done extensive qualitative user research for the last 5 years, I found it particularly tedious and tiring to analyse millions of transcripts and interview notes over short time spans. Moreover, collaboration across teams could be time-consuming and restrictive when all the information was stuck in transcripts.
I wanted to figure out a smarter and better way to analyse the information, and see if other members of the UX community faced the same issue and have seen the light of qualitative-research-analysis J
There were quite a lot of interesting insights both in the form of manual analysis (relying on the wisdom of the human brain) and automated insights (insights from data mining softwares).
Let's start off with the manual way of analysis, which I am currently using:
Manual Analysis:
1) Excel tagging of comments
I would first create a notetaking template with the various sections / themes of the interview, and log the notes according to the sections that they belong in the interview. Because good user interviews are usually fluid, and it is natural for humans to jump from topic to topic, I make it a point to categorise the notes according their section/theme after the interview, for easy analysis.
Each transcript could look like this:
Sometimes to make things a lot more specific, down to the sub-themes, I would put every line item into an Excel format, and tag every comment made to a specific sub-theme. This helps me to get into more specific themes that could be useful for analysis E.g rather than tagging motivation, the specific theme could be intrinsic motivation and extrinsic motivation.
The themes could also be based on the user's journey, or simply the key topics to be covered in the interview.
2) Mindmaps
Another way I have explored was to sit with my team and capture all the insights that we interpret together from the transcripts, and capture them into visual mindmaps. Every team mate will read the transcripts together, and we go through each participant.
Collaboration: Sitting with the team and analyzing qualitative research together also helps us to keep in check our biases, which might cause us to interpret information in a singular manner.
Output: I've explored creating individual mindmaps for every user research participant, and then doing an overall one, or just simply doing solely the overall mindmap. Doing 1 overall mindmap is obviously easier than doing many mindmaps (1 per participant), but I discovered that summarizing every participant usually helps you to think more critically over the research findings and figure out true motivations behind the actions of every research participant. So I still suggest creating mindmaps for every participant, and then summarizing it with a key mindmap.
I always end up with very huge mindmaps, which I am still trying to streamline to make the analysis process leaner while keeping the depth.
Glad to have the team suggest ways to automate analysis
Automated Analysis:
1) Using Social Listening tools
Use of Social Listening tools to get overall sentiments on certain types of user groups – e.g what they are searching for online. This should be useful for getting an overall understanding of the sentiments around a particular topic.
A quick search on Google threw up this result of 6 Social Media Monitoring Tools worth considering: Social Mention, Mention, Talkwalker, Topsy, Hootsuite and PinAlerts.
2) Using Factor Analysis
Factor Analysis is a useful tool for investigating variable relationships for complex concepts such as socioeconomic status, dietary patterns or psychological scales. The key concept of factor analysis is that multiple observed variables have similar patterns of responses because they are all associated with a latent (i.e. not directly measured) variable.
For example, people may respond similarly to questions about income, education, and occupation, which are all associated with the latent variable socioeconomic status.
Here are some applications of Factor Analysis using SPSS: http://www.ats.ucla.edu/stat/spss/output/factor1.htm.
3) Keyword Analysis with text-mining softwares
Lastly, it's to use text-mining softwares such as SAS Text Analytics, IBM Text Analytics to analyse the text that have emerged in the transcripts of the interviews. Apparently text analytics is already integrated into market research, social media monitoring and sentiment analysis, so it is very much worth a try.
Here is a list of top text analytic tools to explore: Top Software for Text Mining Analytics (http://www.predictiveanalyticstoday.com/top-software-for-text-analysis-text-mining-text-analytics/)
4) Reframer by Optimal Workshop
Recently, I've also come across Reframer (https://www.optimalworkshop.com/reframer) as a qualitatitve research tool to organize qualitative research findings. It seems to function in a similar way as my Excel tagging, but I am interested to see how it can make things a lot easier for analysis. It's currently still under beta version, but definitely worth a try.
In summary, qualitative research can be messy, hence we should explore frameworks or tools to help us make sense of it. I hope the tools and methods above have been helpful in organizing qualitative user research information.
Special thanks to my group for openly sharing your experiences and tools for the discussion.


text:
Python Certification is the most sought-after skill in programming domain. In this Python Interview Questions blog, I will introduce you to the most frequently asked questions in Python interviews. This blog is the perfect guide for you to learn all the concepts required to clear a Python interview. Our Python Interview Questions is the one-stop resource from where you can boost your interview preparation. We have 40 questions on Python Programming and additional 10 MCQs which will help you with different expertise levels to reap the maximum benefit from our blog.
So, if you are planning to start your career in Python and wish to know the skills related to it, now is the right time to dive in, when the technology is in its nascent state. If you have other doubts regarding Python, feel free to post them in our QnA Forum. Our expert team will get back to you at the earliest.
Before moving ahead, you may go through the recording of Python Interview Questions where our instructor has shared his experience and expertise that will help you to crack any Python Interview:
Python Interview Questions And Answers | Python Training | Edureka
Basic Python Interview Questions
Q1. What is the difference between list and tuples?
|Lists are mutable i.e they can be edited.
|Tuples are immutable (tuples are lists which can't be edited).
|Lists are slower than tuples.
|Tuples are faster than list.
|Syntax: list_1 = [10, 'Chelsea', 20]
|Syntax: tup_1 = (10, 'Chelsea' , 20)
Q2. What are the key features of Python?
- Python is an interpreted language. That means that, unlike languages like C and its variants, Python does not need to be compiled before it is run. Other interpreted languages include PHP and Ruby.
- Python is dynamically typed, this means that you don't need to state the types of variables when you declare them or anything like that. You can do things like
x=111and then
x="I'm a string"without error
- Python is well suited to object orientated programming in that it allows the definition of classes along with composition and inheritance. Python does not have access specifiers (like C++'s
private), the justification for this point is given as "we are all adults here"
- In Python, functions are first-class objects. This means that they can be assigned to variables, returned from other functions and passed into functions. Classes are also first class objects
- Writing Python code is quick but running it is often slower than compiled languages. Fortunately,Python allows the inclusion of C based extensions so bottlenecks can be optimized away and often are. The
numpypackage is a good example of this, it's really quite quick because a lot of the number crunching it does isn't actually done by Python
- Python finds use in many spheres – web applications, automation, scientific modelling, big data applications and many more. It's also often used as "glue" code to get other languages and components to play nice.
Q3. What is the difference between deep and shallow copy?
Ans: Shallow copy is used when a new instance type gets created and it keeps the values that are copied in the new instance. Shallow copy is used to copy the reference pointers just like it copies the values. These references point to the original objects and the changes made in any member of the class will also affect the original copy of it. Shallow copy allows faster execution of the program and it depends on the size of the data that is used.
Deep copy is used to store the values that are already copied. Deep copy doesn't copy the reference pointers to the objects. It makes the reference to an object and the new object that is pointed by some other object gets stored. The changes made in the original copy won't affect any other copy that uses the object. Deep copy makes execution of the program slower due to making certain copies for each object that is been called.
Q4. How is Multithreading achieved in Python?
- Python has a multi-threading package but if you want to multi-thread to speed your code up, then it's usually not a good idea to use it.
- Python has a construct called the Global Interpreter Lock (GIL). The GIL makes sure that only one of your 'threads' can execute at any one time. A thread acquires the GIL, does a little work, then passes the GIL onto the next thread.
- This happens very quickly so to the human eye it may seem like your threads are executing in parallel, but they are really just taking turns using the same CPU core.
- All this GIL passing adds overhead to execution. This means that if you want to make your code run faster then using the threading package often isn't a good idea.
Q5. How can the ternary operators be used in python?
Ans: The Ternary operator is the operator that is used to show the conditional statements. This consists of the true or false values with a statement that has to be evaluated for it.
The Ternary operator will be given as:
[on_true] if [expression] else [on_false]x, y = 25, 50big = x if x < y else y
The expression gets evaluated like if x<y else y, in this case if x<y is true then the value is returned as big=x and if it is incorrect then big=y will be sent as a result.
Q6. How is memory managed in Python?
- Memory management in python is managed by Python private heap space. All Python objects and data structures are located in a private heap. The programmer does not have access to this private heap. The python interpreter takes care of this instead.
- The allocation of heap space for Python objects is done by Python's memory manager. The core API gives access to some tools for the programmer to code.
- Python also has an inbuilt garbage collector, which recycles all the unused memory and so that it can be made available to the heap space.
Q7. Explain Inheritance in Python with an example.
Ans: Inheritance allows One class to gain all the members(say attributes and methods) of another class. Inheritance provides code reusability, makes it easier to create and maintain an application. The class from which we are inheriting is called super-class and the class that is inherited is called a derived / child class.
They are different types of inheritance supported by Python:
- Single Inheritance – where a derived class acquires the members of a single super class.
- Multi-level inheritance – a derived class d1 in inherited from base class base1, and d2 are inherited from base2.
- Hierarchical inheritance – from one base class you can inherit any number of child classes
- Multiple inheritance – a derived class is inherited from more than one base class.
Q8. Explain what Flask is and its benefits?
Ans: Flask is a web microframework for Python based on "Werkzeug, Jinja2 and good intentions" BSD license. Werkzeug and Jinja2 are two of its dependencies. This means it will have little to no dependencies on external libraries. It makes the framework light while there is a little dependency to update and fewer security bugs.
A session basically allows you to remember information from one request to another. In a flask, a session uses a signed cookie so the user can look at the session contents and modify. The user can modify the session if only it has the secret key Flask.secret_key.
Q9. What is the usage of help() and dir() function in Python?
Ans: Help() and dir() both functions are accessible from the Python interpreter and used for viewing a consolidated dump of built-in functions.
- Help() function: The help() function is used to display the documentation string and also facilitates you to see the help related to modules, keywords, attributes, etc.
- Dir() function: The dir() function is used to display the defined symbols.
Q10. Whenever Python exits, why isn't all the memory de-allocated?
- Whenever Python exits, especially those Python modules which are having circular references to other objects or the objects that are referenced from the global namespaces are not always de-allocated or freed.
- It is impossible to de-allocate those portions of memory that are reserved by the C library.
- On exit, because of having its own efficient clean up mechanism, Python would try to de-allocate/destroy every other object.
Q11. What is dictionary in Python?
Ans: The built-in datatypes in Python is called dictionary. It defines one-to-one relationship between keys and values. Dictionaries contain pair of keys and their corresponding values. Dictionaries are indexed by keys.
Let's take an example:
The following example contains some keys. Country, Capital & PM. Their corresponding values are India, Delhi and Modi respectively.
print dict[Country]
print dict[Capital]
print dict[PM]
Q12. What is monkey patching in Python?
Ans: In Python, the term monkey patch only refers to dynamic modifications of a class or module at run-time.
Consider the below example:
# m.py class MyClass: def f(self): print "f()"
We can then run the monkey-patch testing like this:
import m def monkey_f(self): print "monkey_f()" m.MyClass.f = monkey_f obj = m.MyClass() obj.f()
The output will be as below:
As we can see, we did make some changes in the behavior of f() in MyClass using the function we defined, monkey_f(), outside of the module m.
Q13. What does this mean:
**kwargs? And why would we use it?
Ans: We use
*args when we aren't sure how many arguments are going to be passed to a function, or if we want to pass a stored list or tuple of arguments to a function.
**kwargsis used when we don't know how many keyword arguments will be passed to a function, or it can be used to pass the values of a dictionary as keyword arguments. The identifiers
args and
kwargs are a convention, you could also use
*bob and
**billy but that would not be wise.
Q14. Write a one-liner that will count the number of capital letters in a file. Your code should work even if the file is too big to fit in memory.
Ans: Let us first write a multiple line solution and then convert it to one liner code.
with open(SOME_LARGE_FILE) as fh: count = 0 text = fh.read() for character in text: if character.isupper(): count += 1
We will now try to transform this into a single line.
count sum(1 for line in fh for character in line if character.isupper())
Q15. What are negative indexes and why are they used?
Ans: The sequences in Python are indexed and it consists of the positive as well as negative numbers. The numbers that are positive uses '0' that is uses as first index and '1' as the second index and the process goes on like that.
The index for the negative number starts from '-1' that represents the last index in the sequence and '-2' as the penultimate index and the sequence carries forward like the positive number.
The negative index is used to remove any new-line spaces from the string and allow the string to except the last character that is given as S[:-1]. The negative index is also used to show the index to represent the string in correct order.
Q16. How can you randomize the items of a list in place in Python?
Ans: Consider the example shown below:
from random import shuffle x = ['Keep', 'The', 'Blue', 'Flag', 'Flying', 'High'] shuffle(x) print(x)
The output of the following code is as below.
['Flying', 'Keep', 'Blue', 'High', 'The', 'Flag']
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Q17. What is the process of compilation and linking in python?
Ans: The compiling and linking allows the new extensions to be compiled properly without any error and the linking can be done only when it passes the compiled procedure. If the dynamic loading is used then it depends on the style that is being provided with the system. The python interpreter can be used to provide the dynamic loading of the configuration setup files and will rebuild the interpreter.
The steps that is required in this as:
- Create a file with any name and in any language that is supported by the compiler of your system. For example file.c or file.cpp
- Place this file in the Modules/ directory of the distribution which is getting used.
- Add a line in the file Setup.local that is present in the Modules/ directory.
- Run the file using spam file.o
- After successful run of this rebuild the interpreter by using the make command on the top-level directory.
- If the file is changed then run rebuildMakefile by using the command as 'make Makefile'.
Q18. Write a sorting algorithm for a numerical dataset in Python.
Ans: The following code can be used to sort a list in Python:
list = ["1", "4", "0", "6", "9"] list = [int(i) for i in list] list.sort() print (list)
Q19. Looking at the below code, write down the final values of A0, A1, …An.
A0 = dict(zip(('a','b','c','d','e'),(1,2,3,4,5))) A1 = range(10)A2 = sorted([i for i in A1 if i in A0]) A3 = sorted([A0[s] for s in A0]) A4 = [i for i in A1 if i in A3] A5 = {i:i*i for i in A1} A6 = [[i,i*i] for i in A1] print(A0,A1,A2,A3,A4,A5,A6)
Ans: The following will be the final outputs of A0, A1, … A6
A0 = {'a': 1, 'c': 3, 'b': 2, 'e': 5, 'd': 4} # the order may vary
A1 = range(0, 10)
Q20. Explain split(), sub(), subn() methods of "re" module in Python.
Ans: To modify the strings, Python's "re" module is providing 3 methods. They are:
- split() – uses a regex pattern to "split" a given string into a list.
- sub() – finds all substrings where the regex pattern matches and then replace them with a different string
- subn() – it is similar to sub() and also returns the new string along with the no. of replacements.
Q21. How can you generate random numbers in Python?
Ans: Random module is the standard module that is used to generate the random number. The method is defined as:
import random random.random
The statement random.random() method return the floating point number that is in the range of [0, 1). The function generates the random float numbers. The methods that are used with the random class are the bound methods of the hidden instances. The instances of the Random can be done to show the multi-threading programs that creates different instance of individual threads. The other random generators that are used in this are:
- randrange(a, b): it chooses an integer and define the range in-between [a, b). It returns the elements by selecting it randomly from the range that is specified. It doesn't build a range object.
- uniform(a, b): it chooses a floating point number that is defined in the range of [a,b).Iyt returns the floating point number
- normalvariate(mean, sdev): it is used for the normal distribution where the mu is a mean and the sdev is a sigma that is used for standard deviation.
- The Random class that is used and instantiated creates an independent multiple random number generators.
Q22. What is the difference between range & xrange?
Ans: For the most part, xrange and range are the exact same in terms of functionality. They both provide a way to generate a list of integers for you to use, however you please. The only difference is that range returns a Python list object and x range returns an xrange object.
This means that xrange doesn't actually generate a static list at run-time like range does. It creates the values as you need them with a special technique called yielding. This technique is used with a type of object known as generators. That means that if you have a really gigantic range you'd like to generate a list for, say one billion, xrange is the function to use.
This is especially true if you have a really memory sensitive system such as a cell phone that you are working with, as range will use as much memory as it can to create your array of integers, which can result in a Memory Error and crash your program. It's a memory hungry beast.
Q23. What is pickling and unpickling?
Ans: Pickle module accepts any Python object and converts it into a string representation and dumps it into a file by using dump function, this process is called pickling. While the process of retrieving original Python objects from the stored string representation is called unpickling.
Django – Python Interview Questions
Q24. Mention the differences between Django, Pyramid and Flask.
- Flask is a "microframework" primarily build for a small application with simpler requirements. In flask, you have to use external libraries. Flask is ready to use.
- Pyramid is built for larger applications. It provides flexibility and lets the developer use the right tools for their project. The developer can choose the database, URL structure, templating style and more. Pyramid is heavy configurable.
- Django can also used for larger applications just like Pyramid. It includes an ORM.
Q25. Discuss the Django architecture.
Ans: Django MVT Pattern:
Figure: Python Interview Questions – Django Architecture
The developer provides the Model, the view and the template then just maps it to a URL and Django does the magic to serve it to the user.
Q26. Explain how you can set up the Database in Django.
Ans: You can use the command edit mysite/setting.py , it is a normal python module with module level representing Django settings.
Django uses SQLite by default; it is easy for Django users as such it won't require any other type of installation. In the case your database choice is different that you have to the following keys in the DATABASE 'default' item to match your database connection settings.
- Engines: you can change database by using 'django.db.backends.sqlite3' , 'django.db.backeneds.mysql', 'django.db.backends.postgresql_psycopg2', 'django.db.backends.oracle' and so on
- Name: The name of your database. In the case if you are using SQLite as your database, in that case database will be a file on your computer, Name should be a full absolute path, including file name of that file.
- If you are not choosing SQLite as your database then settings like Password, Host, User, etc. must be added.
Django uses SQLite as default database, it stores data as a single file in the filesystem. If you do have a database server—PostgreSQL, MySQL, Oracle, MSSQL—and want to use it rather than SQLite, then use your database's administration tools to create a new database for your Django project. Either way, with your (empty) database in place, all that remains is to tell Django how to use it. This is where your project's settings.py file comes in.
We will add the following lines of code to the setting.py file:
DATABASES = { 'default': { 'ENGINE' : 'django.db.backends.sqlite3', 'NAME' : os.path.join(BASE_DIR, 'db.sqlite3'), } }
Q27. Give an example how you can write a VIEW in Django?
Ans: This is how we can use write a view in Django:
from django.http import HttpResponse import datetime def Current_datetime(request): now = datetime.datetime.now() html = "It is now %s" % now return HttpResponse(html)
Returns the current date and time, as an HTML document
Q28. Mention what the Django templates consists of.
Ans: The template is a simple text file. It can create any text-based format like XML, CSV, HTML, etc. A template contains variables that get replaced with values when the template is evaluated and tags (% tag %) that controls the logic of the template.
Figure: Python Interview Questions – Django Template
Q29. Explain the use of session in Django framework?
Ans: Django provides session that lets you store and retrieve data on a per-site-visitor basis. Django abstracts the process of sending and receiving cookies, by placing a session ID cookie on the client side, and storing all the related data on the server side.
Figure: Python Interview Questions – Django Framework
So the data itself is not stored client side. This is nice from a security perspective.
Q30. List out the inheritance styles in Django.
Ans: In Django, there is three possible inheritance styles:
- Abstract Base Classes: This style is used when you only wants parent's class to hold information that you don't want to type out for each child model.
- Multi-table Inheritance: This style is used If you are sub-classing an existing model and need each model to have its own database table.
- Proxy models: You can use this model, If you only want to modify the Python level behavior of the model, without changing the model's fields.
Python Programming Certification Course
Web Scraping – Python Interview Questions
Q31. How To Save An Image Locally Using Python Whose URL Address I Already Know?
Ans: We will use the following code to save an image locally from an URL address
import urllib.request urllib.request.urlretrieve("URL", "local-filename.jpg")
Q32. How can you Get the Google cache age of any URL or web page?
Ans: Use the following URL format:
Be sure to replace "URLGOESHERE" with the proper web address of the page or site whose cache you want to retrieve and see the time for. For example, to check the Google Webcache age of edureka.co you'd use the following URL:
Q33. You are required to scrap data from IMDb top 250 movies page. It should only have fields movie name, year, and rating.
Ans: We will use the following lines of code:
from bs4 import BeautifulSoup import requests import sys url = 'http://www.imdb.com/chart/top' response = requests.get(url) soup = BeautifulSoup(response.text) tr = soup.findChildren("tr") tr = iter(tr) next(tr) for movie in tr: title = movie.find('td', {'class': 'titleColumn'} ).find('a').contents[0] year = movie.find('td', {'class': 'titleColumn'} ).find('span', {'class': 'secondaryInfo'}).contents[0] rating = movie.find('td', {'class': 'ratingColumn imdbRating'} ).find('strong').contents[0] row = title + ' - ' + year + ' ' + ' ' + rating print(row)
The above code will help scrap data from IMDb's top 250 list
Data Analysis – Python Interview Questions
Q34. What is map function in Python?
Ans: map function executes the function given as the first argument on all the elements of the iterable given as the second argument. If the function given takes in more than 1 arguments, then many iterables are given. #Follow the link to know more similar functions.
Q35. How to get indices of N maximum values in a NumPy array?
Ans: We can get the indices of N maximum values in a NumPy array using the below code:
import numpy as np arr = np.array([1, 3, 2, 4, 5]) print(arr.argsort()[-3:][::-1])
[ 4 3 1 ]
Q36. How do you calculate percentiles with Python/ NumPy?
Ans: We can calculate percentiles with the following code
import numpy as np a = np.array([1,2,3,4,5]) p = np.percentile(a, 50) #Returns 50th percentile, e.g. median print(p)
Q37. What advantages do NumPy arrays offer over (nested) Python lists?
- Python's lists are efficient general-purpose containers. They support (fairly) efficient insertion, deletion, appending, and concatenation, and Python's list comprehensions make them easy to construct and manipulate.
- They have certain limitations: they don't support "vectorized" operations like elementwise addition and multiplication, and the fact that they can contain objects of differing types mean that Python must store type information for every element, and must execute type dispatching code when operating on each element.
- NumPy is not just more efficient; it is also more convenient. You get a lot of vector and matrix operations for free, which sometimes allow one to avoid unnecessary work. And they are also efficiently implemented.
- NumPy array is faster and You get a lot built in with NumPy, FFTs, convolutions, fast searching, basic statistics, linear algebra, histograms, etc.
Q38. Explain the use of decorators.
Ans: Decorators in Python are used to modify or inject code in functions or classes. Using decorators, you can wrap a class or function method call so that a piece of code can be executed before or after the execution of the original code. Decorators can be used to check for permissions, modify or track the arguments passed to a method, logging the calls to a specific method, etc.
Q39. What is the difference between NumPy and SciPy?
- In an ideal world, NumPy would contain nothing but the array data type and the most basic operations: indexing, sorting, reshaping, basic elementwise functions, et cetera.
- All numerical code would reside in SciPy. However, one of NumPy's important goals is compatibility, so NumPy tries to retain all features supported by either of its predecessors.
- Thus NumPy contains some linear algebra functions, even though these more properly belong in SciPy. In any case, SciPy contains more fully-featured versions of the linear algebra modules, as well as many other numerical algorithms.
- If you are doing scientific computing with python, you should probably install both NumPy and SciPy. Most new features belong in SciPy rather than NumPy.
Q40. How do you make 3D plots/visualizations using NumPy/SciPy?
Ans: Like 2D plotting, 3D graphics is beyond the scope of NumPy and SciPy, but just as in the 2D case, packages exist that integrate with NumPy. Matplotlib provides basic 3D plotting in the mplot3d subpackage, whereas Mayavi provides a wide range of high-quality 3D visualization features, utilizing the powerful VTK engine.
Multiple Choice Questions
Q41. Which of the following statements create a dictionary? (Multiple Correct Answers Possible)
a) d = {}
b) d = {"john":40, "peter":45}
c) d = {40:"john", 45:"peter"}
d) d = (40:"john", 45:"50")
Answer: b, c & d.
Dictionaries are created by specifying keys and values.
Q42. Which one of these is floor division?
a) /
b) //
c) %
d) None of the mentioned
Answer: b) //
When both of the operands are integer then python chops out the fraction part and gives you the round off value, to get the accurate answer use floor division. For ex, 5/2 = 2.5 but both of the operands are integer so answer of this expression in python is 2. To get the 2.5 as the answer, use floor division using //. So, 5//2 = 2.5
Q43. What is the maximum possible length of an identifier?
a) 31 characters
b) 63 characters
c) 79 characters
d) None of the above
Answer: d) None of the above
Identifiers can be of any length.
Q44. Why are local variable names beginning with an underscore discouraged?
a) they are used to indicate a private variables of a class
b) they confuse the interpreter
c) they are used to indicate global variables
d) they slow down execution
Answer: a) they are used to indicate a private variables of a class
As Python has no concept of private variables, leading underscores are used to indicate variables that must not be accessed from outside the class.
Q45. Which of the following is an invalid statement?
a) abc = 1,000,000
b) a b c = 1000 2000 3000
c) a,b,c = 1000, 2000, 3000
d) a_b_c = 1,000,000
Answer: b) a b c = 1000 2000 3000
Spaces are not allowed in variable names.
Q46. What is the output of the following?
try: if '1' != 1: raise "someError" else: print("someError has not occured") except "someError": print ("someError has occured")
a) someError has occured
b) someError has not occured
c) invalid code
d) none of the above
Answer: c) invalid code
A new exception class must inherit from a BaseException. There is no such inheritance here.
Q47. Suppose list1 is [2, 33, 222, 14, 25], What is list1[-1] ?
a) Error
b) None
c) 25
d) 2
Answer: c) 25
The index -1 corresponds to the last index in the list.
Q48. To open a file c:\scores.txt for writing, we use
a) outfile = open("c:\scores.txt", "r")
b) outfile = open("c:\\scores.txt", "w")
c) outfile = open(file = "c:\scores.txt", "r")
d) outfile = open(file = "c:\\scores.txt", "o")
Answer: b) The location contains double slashes ( \\ ) and w is used to indicate that file is being written to.
Q49. What is the output of the following?
f = None for i in range (5): with open("data.txt", "w") as f: if i > 2: break print f.closed
a) True
b) False
c) None
d) Error
Answer: a) True
The WITH statement when used with open file guarantees that the file object is closed when the with block exits.
Q50. When will the else part of try-except-else be executed?
a) always
b) when an exception occurs
c) when no exception occurs
d) when an exception occurs in to except block
Answer: c) when no exception occurs
The else part is executed when no exception occurs.
I hope this set of Python Interview Questions will help you in preparing for your interviews. All the best!
Got a question for us? Please mention it in the comments section and we will get back to you at the earliest.
If you wish to learn Python and gain expertise in quantitative analysis, data mining, and the presentation of data to see beyond the numbers by transforming your career into Data Scientist role, check out our interactive, live-online Python Certification Training. You will use libraries like Pandas, Numpy, Matplotlib, Scipy, Scikit, Pyspark and master the concepts like Python machine learning, scripts, sequence, web scraping and big data analytics leveraging Apache Spark. The training comes with 24*7 support to guide you throughout your learning period.


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Links for you. Science:
When cancer treatments do more harm than good
A Probiotic Skin Cream Made With a Person's Own Microbes
Colossal Blossom
Just who are these 300 'scientists' telling Trump to burn the climate?
Scientific Integrity Act: Protecting the government science that protects all of us
The Lessons of the DNC Election
Dubya steps up
What happened when one school banned homework — and asked kids to read and play instead
Single-Payer Reform: The Only Way to Fulfill the President's Pledge of More Coverage, Better Benefits, and Lower Costs
How you'll know when the U.S. isn't a democracy anymore
Trump's SoHo Project, the Mob, and Russian Intelligence
Nancy Pelosi And Her DCCC Are On Their Regular Bi-Annual Mission To Save Darrell Issa's Career Again
Trump Embraces 'Enemy of the People,' a Phrase With a Fraught History
"This is my ballot."
This is what America looked like before the EPA cleaned it up
Ivanka Trump Is Trying to Sell Congress on Her Regressive Child-Care Tax Deduction
Mexico's retaliation against Trump may be taking shape
Trump to hard-core conservatives: America is now "us" vs "them"
Republicans Want You in a Health Savings Account. So Now What?
Churches Are Readying Homes And Underground Railroads To Hide Immigrants From Deportation Under Trump


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As of July 1, 2018, new protections become effective for the most vulnerable population of children, teens, and adults with special needs. As of that date, all people working as Behavior Analysts must be licensed by the state. In addition, Behavior Analysts, who regularly work with children and adults with significant disabilities such as those with autism, intellectual and other disabilities in any location, including family homes, educational or community settings, are now designated as Mandated Reporters.
Suzanne Letso, president of the Behavior Analyst Leadership Council which helped to pass the legislation behind these measures, stated, "The passage of these two laws was sensible and so basic to providing consumer protections and safety to those most in need of care and safeguards."
Suzanne also is the co-founder of Milestones Behavioral Services, a 20-year-old not-for-profit that uses Behavior Analyst strategies while working with infants through adults with autism and other developmental disorders. They have 3 campuses (2 schools in Milford & Orange, an Adult Day Services in Milford and a partnership with a residential home in Milford). She is the mother of a young adult with autism. Mbs-inc.org
To reduce the abuse and neglect suffered by the vulnerable population of children, teens and adults with special needs, the not-for-profit organization Behavior Analyst Leadership Council, in Connecticut, worked to pass legislation that is effective as of July 1, 2018, in this state.
On July 1st, all people working as Behavior Analysts must be licensed by the state. In addition, Behavior Analysts, who regularly work with children and adults with significant disabilities such as those with autism, intellectual and other disabilities in any location, including family homes, educational or community settings, are now designated as Mandated Reporters.
Licensure provides families, public school districts, Department of Developmental Services, private insurance and Medicaid providers a means of regulating the practices of Behavior Analysts. This ensures that appropriately trained and vetted professionals are in accordance with the Behavior Analyst Certification Board's standards. There are more than 600 Board Certified Behavior Analysts in Connecticut with many more providing services in Connecticut but residing in another. Connecticut's neighboring states of New York, Rhode Island and Massachusetts already have this law in place.
By Definition
What is a Mandated Reporter? By CT law, "Mandated Reporters", including physicians, nurses, policemen, teachers, Behavior Analysts (Bill SB 244) and many other professionals who have frequent contact with children, are required to report known or suspected incidents of abuse or neglect of any child under age 18, or any child under age 21 under DCF care.
What is a Behavior Analyst? Behavior Analysts work with a wide variety of people, including but not limited to, those with autism, other developmental disabilities, and brain injuries. These educated and trained professionals design methods of changing behavior to accelerate learning new skills. Applied Behavior Analysis is a well‐established and documented discipline backed by extensive scientific research validating successes.
Where do Behavior Analysts work? In public schools, private schools, hospitals, nursing homes, rehabilitation center, residential homes, private homes, and other locations.
How do I find out if the Behavior Analyst working with my family member or friend is licensed? To verify a license holder, go to the portal below or contact the CT Department of Public Health, Licensing Division directly.
How do I become licensed in Connecticut as a Behavior Analyst? Submit an application to the CT Department of Public Health. A current photo and credit card is needed. If the applicant holds a license in any other state, verification must be sent from that state and there may be a fee. The CT state fee is $350; the Behavior Analyst Certification Board (bacb.com) fee is $25. http://www.portal.ct.gov/DPH/Practitioner-Licensing–Investigations/Behavioral-Analyst/Behavioral-Analyst-Licensing


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Dear Parents,
The most wonderfully crafted curricula and the most beautifully designed buildings without restrictions, policies and strong foundations will not serve the goal which they were initially put or built for. Thus, our focus as administration in establishing policies and systems is not to impede or slow down the learning process; but on the contrary, to ensure that the mission continues to move forward with momentum on well-established basis, based on the conscience of the Gospel, in order to serve and not to be served.
In short, the administration has been focusing on two essential issues, commitment and reliance.
- The commitment to the vision and mission in order to continue what Dr. Ragland initiated in the 50s - This commitment produced a dedication to make the success of the students not only on the academic or educational levels, but also on the national, social, psychological and spiritual levels as well.
- The reliance on God the creator and the redeemer - for it is written that "Because he cleaves to me in love, I will deliver him; I will protect him because he knows my name."(Psalms 91:14)
Tony Haddad
Director of Operations and Administration


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Hi everyone!
I have news! My Chic Closet moves to Madrid! Many changes and new experiences, nervousness, sadness and hope, a mixture of emotions that I hope will pass once it located. I will miss you so much Jerez, my family, my friends and everyone I have in my day to day. Hoping that all change is for the better, but of grief. So from next week will post from there, slowly discovering the city.
I leave you with the look of today, which release a Primark skirt, transparent I've ever done a DIY, putting the lining, with a shirt of suspenders, the result, skirt day. I have combined with a denim vest that both are going to see this summer, and short leather boots, I love to wear boots in summer!
Many kisses and hope you like the pictures!
Thanks for all your comments!


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I sometimes forget how loud life can be. Living in the city, there is constant sound, even in the silence. A quiet walk home from the bus stop still has the whirr of cars passing by on the road behind me, and the freight train's horn can be heard through our windows as it passes through town. Voices filter in and out even at the sleepiest of moments on the metro, and my office has the constant fill of hallway conversations or music playing quietly on the computer. I never have silence.
I don't realize just how much sound bounces around in my day until I get a brief reprieve. Pandora is paused, I close my door, the world settles down, and things seem a bit more still, a bit more calm. It's not even that the moments before were frenetic or loud, but in those moments of enhanced quiet, everything just seems better. As though that piece that I hadn't known was missing has suddenly been clicked into place-- quietly.
Quietly, but not silently. As I sit here, tucked into my beloved quiet car on the train, I hear sound find its way into this journey. Even this protected space cannot hold silence. The overhead bin rattles, and I can hear the clink of the metal rails as we make our way along the tracks. A newspaper crinkles, someone clears his throat. The train horn sounds. But even so, even with that, it's quiet. A time to let my muscles soften a bit, a time to lean back and notice things like sunsets and ice-laden rivers. And it feels safe, unrushed, and utterly protected.


text:
Currency Displayed in
"Of all the branches of men in the forces there is none which shows more devotion and faces grimmer perils than the submariners." Winston Churchill
Yup! This is the real deal. The standard Navy issue web belt. Available in Black, White, and Khaki. Comes 54 inches long. Trim (or splice) to fit.
This product hasn't received any reviews yet. Be the first to review this product!
All prices are in USD.


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Book our private room for a one-of-a-kind birthday party or even a girls night out!
Birthday Parties
Our b-day parties are two hours and can be customized. Our regular party includes a private room for the presents, food, drinks and cake AND you will have your own blending bar as well as a dedicated blendista. The birthday girl also gets a special cologne bottle. Each guest plus birthday girl is $10 and may choose to create either a 4 oz lotion, 4 oz bubble bath, 4 oz body wash or 1/3 oz cologne. If you would like to customize your birthday party with hands-on activities like making bath bombs or mud facemasks please contact us for more details and pricing. Other products will still be available and you can add other adult guests if they would like to blend at the $10 price. You are welcome to bring in food and drinks and games if you like, but will need to remain inside the party room. The party will need to end at the specified time as we may have another party coming in and will need to get the room prepared. Sorry there are no refunds on reservations, but you may change the date up to 2 days before the event.
You can now add on make your own bath bombs 1/$6 or 3/$15 per guest and/or make your own facemasks 1/$8 or 3/$20 per guest.
Book Your Girls' Night Out Now
Girls' Night Out
We should name this Girls Time Out - as you can do this any time of day or night! $25 fee to hold the room for 2 hours, and you're welcome to bring any snacks and drinks you prefer! The room seats 14 people comfortably, but you're welcome to bring as many as you like. We'll make sure to reserve one of the blending bars for you and your guests along with a dedicated blendista. Guests can blend and mix our full line of products without limitations. Prices are our standard posted ones. If you would like to add a hands-on activity like making bath-bombs or facial mudmasks, please contact us for pricing and details. The party will need to end at the specified time, as we may have another one scheduled and will need to prepare the room.
You can now add on make your own bath bombs 1/$6 or 3/$15 per guest and/or make your own facemasks 1/$8 or 3/$20 per guest.


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Stephanie Hathaway has agreed to join us with her BEAUTIFUL handmade jewelry and accessories this year! Hooray and Hallelujah! Her shop, Miss Betty Lou, is stocked with amazing pieces for females young and old. Using "pretty much anything that sparkles" she works her magic. Tulle, rhinestones, chain, fabric, beads, cabochons and vintage buttons are all part of her magical props.
I am excited to peruse her booth at the fair....with all the talent she infuses into her work I think her booth may turn out fantastical!


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A new technological course of studies at the Terra Sancta School in Bethlehem
Daniel, an 18-year-old boy from Bethlehem, has had problems with school in the past: he did not want to study anymore. But when he was told about the new technological course that was about to open in his school, he immediately registered. Daniel is one of the twelve boys attending the new technological course at the Terra Sancta School in Bethlehem.
"In the last three years – explains Fr. Marwan, director of the school – following the demands of the job market, we decided to open two new courses of study alongside the humanistic and scientific ones. So we opened a hotel course that especially here in Bethlehem, thanks to pilgrimages, can bring a lot of work. Then, given that technology is the science of today, to be a state-of-the-art school, we have also set up a technology branch".
"The Terra Sancta school is open to everyone – explains the director -, but the priority goes to the poor, orphans and children with serious family problems
(violence, alcoholism), because our mission is to serve the poorest in the society . Since there is no social insurance, if the Church does not think about it who would? ". The Franciscan institution, despite having 1,170 students, guarantees an excellent level of training, together with an attention for each individual student both at pedagogical, educational and family level. Thanks to the distance support project through donations, it is possible to cover students' expenses and reduce school fees. Our attention is mainly directed to the very few Christian students.
The technological laboratory has 20 stations and was set up thanks to the help of ATS pro Terra Sancta and the Mediolanum ONLUS Foundation who provided the expensive equipment (computers, electronic components, robots).
"Here – explains prof. Sabella – in the two modules of electronics and computers, the kids, each in their own station, learn how to compose and disassemble, repair the components of the equipment, how to create applications, how to connect a software to a hardware. The best thing is that all these equipment in the classroom (PC, electric cabin, etc.) were mounted by the boys, only thanks to their passion ".
Starting school students in the world of work, supporting young people in Bethlehem with professional education, is not just a benefit for a new generation, but it can be a rebirth for the entire community of the city of Bethlehem. A winning project to support.


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Saturday, 16 February 2019
Last updated 43 weeks ago
Mar 27 2014 | 11:57am ET
Adding insult to injury, a jailed expert networker has been hit with a $6.33 million bill from the Securities and Exchange Commission.
John Kinnucan, the once-defiant technology analyst who pleaded guilty in 2012 to passing confidential tips to hedge funds, was ordered to pay $1.58 million in ill-gotten gains and another $4.75 million in fines. The penalty imposed by U.S. District Judge Alison Nathan was the maximum; the judge noted Kinnucan's "high degree of bad intent."
That bad intent was most clear in the months before his arrest in 2012, when he made a series of threatening and anti-Semitic phone calls to prosecutors. He was sentenced to 51 months in prison, a term he is currently serving at a California penitentiary.
The SEC levy comes on top of $164,000 Kinnucan was ordered to forfeit as part of his criminal case.
Kinnucan made something of a name for himself in 2010, when he announced in an e-mail to his clients—among them Coatue Management, Citadel Investment Group, Maverick Capital and SAC Capital Advisors—that the Federal Bureau of Investigation had asked him to record his conversations with them. Kinnucan refused.
Jan 30 2018 | 9:49pm ET
As the U.S. shifts from monetary stimulus to fiscal stimulus, market pricing should...
May 24 2017 | 9:25pm ET
Starting in 2019, financial industry executives sitting for the coveted Chartered...
Feb 14 2018 | 9:57pm ET
Tasked with delivering returns on client capital, a common dilemma for many alternative...


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Only a ten-minute drive or bus ride from central Hobart, the Sandy Bay Croquet Club offers an excellent experience. Set in the picturesque recreational area of Lower Sandy Bay, the Club offers social games, competitions and social events. We have three superb playing lawns, full clubhouse facilities and all croquet equipment.
We play on six days of the week with Sunday free for coaching and practice. Our Club plays both association and golf croquet and there are opportunities for all levels.
|Morning (10.00 – 12.30)
|Afternoon (1.00 – 3.30)
|Golf Croquet
|Associate Members (GC and/or AC)
|Association Croquet Div A & B
|Golf Croquet
|Association Croquet Div B & C
Golf Croquet
C lawn: coaching if required
Association Croquet all Divisions
Golf Croquet singles, handicap 10 and under
|Association Croquet Div C
|Golf Croquet
|Association Croquet all Divisions
|All Full and Associate members
|Coaching and Practice
- Draws take place at 9:50 am and 12:50 pm Mon - Fri and 1:20 pm Sat.
- In winter, any group wishing to start morning play at 10.30 may - please note this on the outside whiteboard.
- For Association Croquet the Divisions are A = -3 to 7, B = 8 to 15, C = 16 to 20. Although divisions are allocated on the schedule above, any AC player may attend any AC session.
- Public holidays are play for all.
- Christmas Day, Easter Friday and ANZAC Day: Lawns are open but there is no arranged play.
- Lawns are also available for practice Monday to Saturday after 4:00 pm. Any lawn may be used for practice by any full member after 10 am and 1 pm if it is free.
- Lawn availability is subject to competition play.
- Double-banked games will be played under the Current Laws (AC Law 52; GC Rule 9).
- Any Handicap play should be agreed upon before commencement of play.
Playing times are revised after the AGM in May. They may also be revised when any lawn is out for refurbishment.
Address: 4 Long Point Road, Sandy Bay
Phone: (03) 6225 3657 (Clubhouse – during playing times)
Secretary: Tim Sprod
Sandy Bay Croquet Club
Or use this Contact Form
Latest News from Sandy Bay
AC Divisional Championships. Feb 15-18 Sandy Bay
AC Divisional Championships Sandy Bay Club Feb 15-18 Congratulations to Winners: 16-20 John Lee-Archer - Devonport Runner-up: Carol Murphy - Eastern Shore9-20 Noel Davies - Eastern Shore Runner up: Roberta Campbell -Latrobe5-20 Steff...read more
GC Open Singles Winners
Congratulations to Winners: Div 1 Rob McAdam (Kingston) and Div 2 Gary Forward (Sandy Bay)and Runners-Up; Graham Keating (Sandy Bay) Kaye Denny (Sandy Bay)Click to see all the results on ...read more
GC for Juniors Inaugural Tas U12 Champs
This very successful event was held at Sandy Bay on Jan 20. The four U12 competitors had been training for weeks and the competition was hard fought. There was some spectacular play including some nonchalant jumps! The boys scurried about between their...read more
Southern Victory
The South was victorious in the annual North versus South Challenge held at Sandy Bay.. Thank you to the Sandy Bay Club for hosting the competition and feeding and watering the contestants on a very cold day. The Southern team (pictured, L to R): Graham Keating,...read more
Results: GC Women's & Men's Championships – North April 29-May 1
YVONNE TAKES THE CAKE(STAND)! Yvonne Shaw of Sandy Bay CC won the Tas Women's Championship held at Latrobe CC over the past weekend. Patsy Paine of Latrobe was Runner-up Chris West (President of the Latrobe CC) presented the cake stand trophy. Tim Meredith of the St...read more
Results: Tasmanian GC Singles 2 Divs Sandy Bay April 1-3
Finalists Bob Bye and Tim Parker thank Hugh Denny for his work in managing the Competition, including arranging for perfect weather. Division 1: Winner: Bob Bye,(SBCC) Runner-up: Tim Parker (KCC) Division 2: Winner: Phil Roach (KCC) Runner-up: Paul Boer (ELCC)...read more


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Flights from Stan Stamper Municipal to Ada Municipal
Direct flights from Stan Stamper Municipal Airport (HUJ) in Hugo, OK to Ada Municipal Airport (ADT) in Ada, OK via air taxi
Total airfare between Stan Stamper Municipal Airport and Ada Municipal Airport ranges from $2609 to $8737 for the specified travel dates. The total fare is the price for the entire plane (price per person is based on the number of passengers entered above). Flight duration ranges from 37 minutes to 40 minutes, depending on the aircraft.
Cessna 177 Cardinal or similar
Cirrus SR22 or similar
Beechcraft Baron 58 or similar
Piper Chieftain or similar
Beechcraft King Air 90 or similar
Cessna Citationjet CJ1+ or similar
Cessna Citation Mustang or similar
Popular Direct Flights from Stan Stamper Municipal
- Stan Stamper Municipal (HUJ) to Abilene, TX (ABI)
- Stan Stamper Municipal (HUJ) to Waco, TX (ACT)
- Stan Stamper Municipal (HUJ) to Ardmore, OK (ADM)
- Stan Stamper Municipal (HUJ) to Dallas, TX (ADS)
- Stan Stamper Municipal (HUJ) to Ada, OK (ADT)
Popular Direct Flights to Ada Municipal
- Abilene, TX (ABI) to Ada Municipal (ADT)
- Waco, TX (ACT) to Ada Municipal (ADT)
- Dallas, TX (ADS) to Ada Municipal (ADT)
- Alexandria, LA (AEX) to Ada Municipal (ADT)
- Fort Worth, TX (AFW) to Ada Municipal (ADT)
The flight distance from Hugo to Ada is 72 miles and average flight time is 40 minutes. If you were to drive from Hugo to Ada, it would take 1 hour 43 minutes to drive 86 miles.
More information about Hugo (HUJ)
More information about Ada (ADT)
"This was my first time booking an air taxi. The process was smooth, communication excellent, and the flights were carried out with the utmost of professionalism. Overall great value for the money spent."
Other Airports Near Stan Stamper Municipal
- Antlers Municipal Airport (ATE) in Antlers, 11 miles away
- Cox Field Airport (PRX) in Paris, 24 miles away
- Durant Regional - Eaker Field Airport (DUA) in Durant, 43 miles away
Other Airports Near Ada Municipal
- Ardmore Municipal Airport (ADM) in Ardmore, 35 miles away
- Shawnee Regional Airport (SNL) in Shawnee, 36 miles away


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This phenomenon was analyzed by Benoit Mandelbrot and presented in a work he co-authored: "A Multifractal Model of Asset Returns".
Volatility clustering is closely connected with heteroscedasticity (existence of periods of different variance) of financial times series. It can be said that volatility clustering is a special case of heteroscedasticity of time series. In presence of volatility clustering, variance is not only variable, but tends to cluster in time.
As I've mentioned in my previous post, volatility clustering needs to be addressed by risk management. But that's not all. It is also important in development of quantitative investment models, which should recognize and adapt to changes in volatility.
The simplest solution is to get rid of hetorscedasticity by normalizing the data:
But is is even more important, to understand what is really going on under the hood. For that you can generate a time series demonstrating volatility clustering behavior. Since you have full control over the simulated data, you can easily experiment with it and look for effects you can trade on.
MMAR is definitely a superior approach to simulate behavior of financial data, but sometimes a much simpler approach may be enough:
[ R code ]


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WattsUp adds photo filters and albums to the iOS version
Facebook application of Facebook today added new features to its operating system version of the Apple iOS mobile operating system. The application has three new features that are small but useful changes for the active application users of about 1.2 billion Person.
WattsUp is trying to catch up with other Facebook apps by adding a few filters internally to the camera. Watts users on iOS will soon be able to add filters and filters to GIF images, videos and animations.
A range of filters are available for iOS users who work with GIF images and videos, and currently have 5 different filters: pop pop, white, black, cool, chrome and film.
Albums feature automatically every time four or more photos or videos are shared in a single conversation. The album then shows up and combines those photos or videos with each other in conversations, so this feature avoids messing up private conversations, and you can click on the album Displays images and videos in full-screen mode.
Microsoft announced last week the automatic generation of albums in the immediate application of Skype, which has been completely redesigned and introduced to users of IOS and Android worldwide.
Facebook also added the third feature of the users of the WTSAP application to the IOS of the response shortcuts, so that the feature allows users to reply to messages received by simple pass, by swiping right to the message and start writing.
The new features were announced after months of redesigning the application to be more like the application of Snape Chat video messaging. In February, the application received updates on the status feature disappearing within 24 hours, as users of the application received in October The past has the advantage of being able to draw or add emoticons to images.Viewing:-203
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Don't miss the Glenview Wedding Fair
All couples who book a wedding for 2018 with 100 guests or more at the Glenview Hotel will receive a spectacular, quirky offer!
The 4 star Glenview Hotel is a multi-award winning hotel having won the Hotel Venue of the Year 2016 and Best Wedding Venue Wicklow 2015 and 2014. It is nestled in the stunning and majestic surroundings of the Glen of the Downs, overlooking the rolling hills of the famous Wicklow Mountains.
With its three private gardens, stunning ballroom, vintage Library Suite and unforgettable Woodlands Restaurant, it is ideal for formal or informal weddings, as well as indoor and outdoor ceremonies from 10 to 160 guests.
Décor and setup possibilities are endless. Glenview wedding team and personal venue florist Vita will take into consideration your requirements, taste and vision of the day to provide a unique setting and atmosphere for your wedding.
2018 Weddings
Glenview Hotel is currently running an unprecedented offer for Weddings in 2018. They offer complimentary Photobooth or iSmile booth for every wedding of 100 guests or more. This includes full service, keepsakes and funny album for you to keep. Alternatively, you can choose a complimentary chip van for your evening food serving amazing fish and chips or burgers after a long evening of dancing and drinks.
Wedding Fairs
Don't miss out and join Kate and the team at the hotel's Wedding Fair September 24th between 2 and 5pm. This is a fantastic opportunity to meet the industry's top vendors, see the full premises, and present your vision for your wedding day to Team Glenview, who will undoubtedly make unforgettable memories for your wedding day. If you have your suppliers booked, you can simply pop in to see the gorgeous Ballroom and Private Gardens during the Open Day July 21st, 6-8pm. Wedding planner Kate is happy to discuss various requirements and preferences in order to tailor package to your needs.
For more information visit: glenviewhotel.com or for your very own private showaround email Kate on email@example.com or call direct on 01 274 0080.


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Town Hall Square Library Link, Sydney
This is what I'm likely to have with me on any given day: donkey, blank book, pens -- alongside the things more typically found in a handbag. (Keys, sunglasses, phone, camera, yes; five colours of lipstick, no. Maybe "typically" wasn't the best choice of words.) It isn't great for the shoulder, but at least I'm never caught without a place to write down a sudden observation/story idea.
I have a special place in my heart for inexpensive writing implements that write reliably and maintain their nib integrity up to the last drop of ink. I like even more that this Pilot G-1 (my favourite inexpensive reliable model of pen, most vexatiously not sold in Australia) in the picture has an old-fashioned price tag on it, and it's even reinforced with sellotape to prevent customers' itchy fingers from peeling it off. On that price tag is the logo of the stationery shop a few roads behind my family home in PJ, a shop that has been there since my childhood. My brother, youngest ketchup sister and I used to walk over as a special after-lunch treat on some days. The dim, dusty aisles topped with tidy rows of decorated pencils, arranged by design and lead colour, were fascinating to pre-formal schooling me.
It's no longer dim and dusty; some years ago the owner put in air conditioning and rearranged things a bit, probably wiping things along the way. But whenever I'm back it's still my go-to place -- to stockpile pen refills, of course, but also to browse other Malaysian stationery shop ephemera: badminton racquets, harmonicas, ping-pong nets, carrom men, ledgers, fishing rods, hula hoops. Things that can't be labelled stationery by any stretch of the imagination. So maybe it's not only stationery that I have a weakness for; it's the idea that it is possible to endure without conforming to a label.


text:
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Our Taunton carpet showroom can provide you with a great chance to view our wide collection of carpets we have on offer, to view their designs, texture and quality. Arditti Carpets have a group of highly knowledgeable carpet specialists who can answer any of your questions you may have on flooring choices so we know you are getting a floor that will truly fit your wants and needs.
For luxury vinyl tiles, hardwood flooring and laminate flooring we employ two other specialist fitters to ensure that you get the perfect fit as we believe quality is vital to our customer. As well as Taunton we supply our flooring solutions to the whole of Somerset.
So if you are looking for a team of excellent carpet fitters in Taunton, why not visit our Taunton carpet showroom today?
Services we offer:
Hardwood flooring
Hardwood floors have an elegant look and will add warmth and character to any room in your home. Engineered wood must be applied with special adhesive to a sub-floor. This is usually made up of several layers which consist of 4mm or 5mm hardwood which is bonded with plywood structuring the base so this can then be laid as a 'floating floor.' If you wanted under floor heating though this sort of flooring is not the way forward because the wood will expand due to the heat and this could cause fractures in your flooring. We can supply any of our Taunton customers with a hardwood floor that will be designed to last and retain a beautiful aesthetic.
Other services available to you:


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|View Program
|Press Release (PDF)
|"Hundreds of years after the principle of free speech was enshrined in Western civilization, that most basic value of the open society is now under attack by a combination of religious extremists and feckless European political leaders. Almost as appalling as the violence meted out against those who have dared to criticize religious fundamentalism has been the utterly craven response of so many politicians and intellectuals to these assaults on individual liberty. 'Collision' produced by Free To Choose Network and featuring Jacob Mchangama offers a much-needed and measured response to the creeping authoritarianism that undergirds 'hate speech' laws and other measures designed to chip away at our inalienable right to express ourselves as we wish."
- James Kirchick,
Journalist and Fellow with the Foundation for Defense of Democracies
|"The film "Collision" produced by Free To Choose Network and written and presented by Jacob Mchangama, on the intricate problems around free speech is an absolute must for anyone interested in contemporary problems and the clash of ideologies. Anyone interested in the tension between radical religions and the principle of freedom of speech, freedom of thought and freedom of religion must see this film. Warmly recommended".
- Paul Cliteur,
professor of jurisprudence,
Leiden University and author of The Secular Outlook (2010)
|Jacob Mchangama and the Free To Choose Network have pulled off an amazing feat: they have produced a cool and measured documentary on a subject of great controversy. "Collision" is a poignant defense of free speech, and has a remarkable ability to find the seam between the right to free speech, and the sensibilities of religious believers. A remarkable voice, a presence on camera that is at once soothing and committed to the freedom of ideas.
- Fouad Ajami
Senior Fellow,
The Hoover Institution,
author of The Dream Palace of the Arabs


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I'm probably the last person you'd want to listen to when it comes to networking. I don't feel comfortable doing it, even though it's an essential part of business and personal development.
Why do I feel so "odd" when I network?
It's not "natural" to me. Different people from different backgrounds, who otherwise wouldn't be hanging out, get together in a room, make small talk, discover things they have in common all for the sake of progressing their business agenda. That's oversimplified, but that's how I feel about it all. I've done BNI networking groups; I've done Chambers of Commerce. I get "sold" on right away. Meaning, people like to tell me all about themselves, ask me about what I do and how what they do applies to my business. Being Digital Creative Agency, even a smaller one, you can imagine that A LOT of businesses can do something for me. That's great, I'm happy about that. The hard sell bothers me, is all. Since I don't like it, I don't do it.
I kinda suck at networking, so I shouldn't really be talking smack about others who "I think" are doing it wrong.
I'm a bit of a goofball; I'm not shy and, frankly, I've been known to make people laugh. What I'm good at is disarming a room with some well-timed jokes and wit. Jokes and small-talk, with a smattering of self-deprecation, is my "calling card." It's worked well for me over the years. I network by talking to folks, making them laugh and finding out what they like. It doesn't generate business, but someone thinks I'm likable at least. I'll take that.
How Not to Network
Now, while I don't know the ins and outs of networking and doing it right I know what doesn't work. How about that?
Don't seek someone out because of who they're connected to, to further your own agenda. People easily see through that sort of bullshit really quick. They'll nod and smile… maybe and disregard your attempts at "networking" and "making a connection" and they'll likely get red-faced when they find out you attempted to use your "new connection" to connect with an influencer you both know.
Don't seek someone out who is an influencer and then talk their ear off about your "cool thing" that you're doing. By going into your pitch right away, you've basically devalued your conversation to one little morsel and that's the thing you're trying to sell. I don't know about you all, but if I wanted that type of treatment, I'd go buy a car!
Treat people like people; don't "pitch them" right away. Give it time, man! Make a genuine connection; make a freaking friend! We all know how to do that, right? Crazy things happen when you're a genuine person that actually cares about others. It turns out that those folks you care about, care about you, too. It's a crazy idea, I know.
Lastly, leading off your conversation with "I'm kind of a whiz at…" or "I'm a guru at this…" You get the point, right? I know this is cliche, but if you have to tell someone how much of a bad-ass you are at something; how you're a guru at xyz then are you really? Are you telling the other person, or just padding your ego?
Oh and don't, don't, don't "validate who your connections." If you have to do that, then you're doing it wrong. Plain and simple.
How I Think One Ought to Network
Be yourself, if you do nothing else just please, please be yourself! Even if yourself is a dick, at least people will know what they're getting and accept that you're kind of a dick. People respect that a lot more than someone trying to bilk them for a Rolodex of influencers. Just be yourself.
Ask people about their life, what they're working on and LISTEN! At WordCamp LA, I truly heard tell of some amazing stories. One guy, Kevin Michael Gray, has such a story and I'm going to dig deeper and find out more. But he reached out to me and said: "I'd like to grab a beer and find out more about what you do." See what he did there? He wants to know about what I do. Of course, I'm going to ask what he does and what he's got going on as well, because not only is it polite, but because the guy is pretty cool, I naturally WANT to know more about him.
Don't be a dweeb. Now, I'm not going to say I'm an authority on this topic. I'm a bit of a dweeb, but my mom says I'm cool and there are folks who agree. That said, being a dweeb, to me, means that one has a need to "prove" their competencies to people; they need to build themselves up and talk about their "neat-o project."
Some of the brightest people I know are the opposite; they're humble and they don't have a need to talk about how awesome they are because they just ARE that way. There's a lot of people I look up to that fit that mold and they're from all walks of life, doing all sorts of things. They community build; they run multi-million dollar companies; they build things that people use; they teach the leaders of tomorrow; they excel at life in more than a few ways. You know what? They don't need to tell anyone about it.
Give more than you take and try really, really hard at that. The world has a funny way of paying you back for all the things you give. It's a crazy notion that has humbled and amazed me on more than one occasion.
If you're a dweeb, you can turn it around. Just be yourself, give and listen…


text:
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As noun
the vinyl group, the univalent group C H , derived from ethylene
any resin formed by polymerizing vinyl compounds, or any of a group of plastics made from such resins:This flooring is vinyl, although it looks like wood
phonograph records made of vinyl, considered collectively: I'd like to sell my collection of vinyl
vinyl as the material or medium for such records or recordings: songs recorded on vinyl
As adjective
containing the vinyl group
As noun
a long, flat piece of timber, thicker than a board
lumber in such pieces; planking
something to stand on or to cling to for support
any one of the stated principles or objectives comprising the political platform of a party campaigning for election:They fought for a plank supporting a nuclear freeze
As verb (used with object)
to lay, cover, or furnish with planks
to bake or broil and serve (steak, fish, chicken, etc
) on a wooden board
plunk (def )
As Idioms
walk the plank, to be forced, as by pirates, to walk to one's death by stepping off a plank extending from the ship's side over the water
to relinquish something, as a position, office, etc
, under compulsion: We suspect that the new vice-president walked the plank because of a personality clash
As noun
one of a flight or series of steps for going from one level to another, as in a building
stairs, such steps collectively, especially as forming a flight or a series of flights:I was so excited I ran all the way up the stairs
a series or flight of steps; stairway:a winding stair
As verb (used without object), trod, trodden or trod, treading
to set down the foot or feet in walking; step; walk
to step, walk, or trample so as to press, crush, or injure something (usually followed by on or upon):to tread on a person's foot
(of a male bird) to copulate
As verb (used with object), trod, trodden or trod, treading
to step or walk on, about, in, or along
to trample or crush underfoot
to form by the action of walking or trampling:to tread a path
to treat with disdainful harshness or cruelty; crush; oppress
to perform by walking or dancing:to tread a measure
(of a male bird) to copulate with (a female bird)
As noun
the action of treading, stepping, or walking
the sound of footsteps
manner of treading or walking
a single step as in walking
any of various things or parts on which a person or thing treads, stands, or moves
the part of the under surface of the foot or of a shoe that touches the ground
the horizontal upper surface of a step in a stair, on which the foot is placed
the part of a wheel, tire, or runner that bears on the road, rail, etc
the pattern raised on or cut into the face of a rubber tire
Also, caterpillar tread
a metal tread on which a Caterpillar-style vehicle moves
that part of a rail in contact with the treads of wheels
As Idioms
tread on someone's toes / corns, to offend or irritate someone
tread the boards, to act on the stage, especially professionally:He recalled the days when he had trod the boards
tread water, Swimming
to maintain the body erect in the water with the head above the surface usually by a pumping up-and-down movement of the legs and sometimes the arms
to make efforts that maintain but do not further one's status, progress, or performance: He's just treading water here until he can find another job
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text: Hearing of Navruna case has again been delayed until August 23! SC was to hear it on January 7; next date was February 25 . . . than 22 April . . . 1 July, and now August 23. Neither there is a trace of the poor girl, nor is any justice for her. Unfortunately, we cannot do anything except watching this quietly!


text:
I Want to Live
- Artist: Anzu
- Format: CD
- Release Date: 9/22/2009
|your cart is empty
Feat. The rock duet 'TWO WRONGS' w/ Sonny Sandoval from the band- P.O.D. this rock-pop collaboration of songs by Anzu has Josh Freese (NIN, A PERFECT CIRCLE) playing drums and Tony Franklin (Blue Murder, The Firm) on fretless bass.


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Trading Page On Iweb search in title
Displaying 1 - 20 out of 3327 websites
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California Home Pageca.gov State of California
Home Page - Battlefield - Official EA Sitebattlefield.com The official Battlefield franchise site. Find the latest news, blogs, trailers, and images from all of the Battlefield games from DICE and EA.
YP.com - Yellow Pages, the new yellowpages.comyellowpages.com YP.com local search connects you with over 19 million local businesses. Find people and find the right business and get things done! YP, the new way to do, aka Yellow Pages.
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text:
A collection of my writings from long ago to present day prompts. Thank you for stopping by.
Thursday, December 13, 2012
Home Made
14 comments:
What a lovely telling, CarrieReplyDelete
Your father sounds wonderful, and slightly OCD.
Made me think of my own memories. The smells of grandma's baking, dad taking us in the buick to see the lights, walking to midnight mass in the falling snow.
Thanks for the memoriesReplies
Your memories sound wonderful to....and yes OCD is the word. :-)Delete
smiles...what warm memories....my mom is the baker...and my wife...dad and i did not mix as well when i was younger...not that we fought...we were just very different...that came later in life...butterscotch cookies sound amazing....never had oneReplyDeleteReplies
They are delicious....I have not had one in years though....:-(Delete
Reminds me of my late aunt. Her specialty was always offered on the first day of the festive season without fail. Thanks for the memories Carrie!ReplyDelete
- AnonymousDecember 13, 2012 at 2:31 PM
This was a beautiful story to read.ReplyDelete
Love this! My daughters and I always made oatmeal scottchies every yr. After going several years, after my two oldest got married, without them, I made some last Christmas. Such memories.ReplyDelete
I love love butterscotch cookies, its one of my fav ~ReplyDelete
Thanks for sharing your special memories ~
Happy holidays ~
Carrie, your words warmed my heart tonight. Your dad must have been a wonderful person. Interesting that he was the nurturer and the cook. Smiles. You are right, I think, that the place we call home is a little different for each of us. And the older I get the more I think that our idea of 'home' is what we experienced as a CHILD. That is our true 'home,' I think.....no matter how many homes we live in after that time. Thank you for sharing this and for making me reflect!ReplyDeleteReplies
I agree Mary....the concept of what home means to us starts there....thank you for stopping by....hope all is well with you. :-)Delete
What a beautiful posting about your dad. What great memories.ReplyDelete
I loved reading this tribute to your Dad. Wonderful memories. And the bakings sound yummy.ReplyDelete
the preparation and sharing of food is the strongest tradition we have in my family, begun by my late mother and now carried down to my grandchildren. those memories are some of the best, aren't they?ReplyDelete
Happy Holidays!
thanks for participating at Poetry Jam!
I love this Carrie! I agree the memories are the sweetest part of baking, sharing and the warmth of being together!ReplyDelete
This is a beautiful post :D (((hugs)))


text:
Whenever nerds gather in a circle and play the "What if Batman fought so and so…", Bats always comes out the winner. Why? Because the answers always Batman! The Bat has a contingency-plan for everything. He outwits, outplays, and outlasts his opponents. I mean really, it's pointless to argue/debate when Batman is the superior strategist.
So, I for one, am not surprised at the out come in this Batman Vs. Deadpool fight video, done by the creatives at batinthesun. I am, though, astonished at the top capita production. The cinematography, choreography, performances, and costumes were some of the tightest I've seen, for a fan video anyway. I want more of this!
Watch the fight below (note that the fight starts at 2:20) and feel free to add your two cents.
Category: Cool Stuff


text: This spectacular, Jupiter Island oceanfront condo at 400 Beach Road #702 in Tequesta Towers has been completely remodeled and offers breathtaking unobstructed views of the Atlantic Ocean and the Intracoastal Waterway. The great room has been beautifully updated with crown molding and is extremely wide with direct ocean views. Astonishingly remodeled kitchen offers granite countertops, marble backsplash, and stained wood cabinetry with pullout and loads of counter space. The kitchen features coffered ceilings, recessed lighting, high-end wood laminate flooring, and an open pass-thru to the dining area. All appliances are stainless steel. You will feel as if you are dining on board a cruise ship when you sit in the dining area, which boasts designer lighting and wide, direct ocean views. The gorgeous ocean views from the spacious master suite will make you feel as if you are on vacation every day. Large sliders lead onto the spacious patio where you also have a rare view of the Preserve. This master bathroom has been incredibly remodeled with wood cabinetry, marble floors, granite countertops, and all new fixtures. With two oceanfront master suites, any guest will feel like a VIP. The second bathroom has also been generously renovated with wood cabinetry, designer lighting, granite countertops, and new fixtures. Relax with your morning coffee on the large patio as you watch the sunrise or sit on the porch in the evening to watch it set. Every room in this fabulous unit is open & bright and offers priceless views. Extremely well-maintained building with an infinity pool, pool house, kitchen, meeting room, and fitness facility. Balconies were refurbished in 2010 and elevators in 2013. HOA has a very healthy reserve. Noteworthy: 2012 water heater, solid core doors, all new fans & lighting, dimmers, impact windows (front of unit), underground parking, and storage.