SocNetV – Social Network Analysis and Visualization Software #social #network #analysis #software, #social #network #visualizer,


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Free and Open-Source Tool for
Social Network Analysis

Social Network Visualizer (SocNetV) is a cross-platform, user-friendly free software application for social network analysis and visualization. With SocNetV you can:

  • Draw social networks with a few clicks on a virtual canvas, load field data from a file in a supported format (GraphML . GraphViz . Adjacency. EdgeList, GML, Pajek. UCINET. etc) or crawl the internet to create a social network of connected webpages.
  • Edit actors and ties through point-and-click, analyse graph and social network properties, produce beautiful HTML reports and embed visualization layouts to the network.
  • Standard graph and network cohesion metrics, such as density . diameter . geodesics and distances . connectedness . eccentricity . clustering coefficient . reciprocity, etc.
  • Matrix routines: Adjacency plot, Laplacian matrix, Degree matrix, Cocitation, etc
  • Advanced measures for social network analysis such as centrality and prestige indices (i.e. eigenvector and closeness centrality. betweenness centrality. information centrality. power centrality. proximity and pagerank prestige).
  • Fast algorithms for community detection. such as triad census . clique census ,etc.
  • Structural equivalence analysis, using hierarchical clustering. actor similarities and tie profile dissimilarities, Pearson coefficients.
  • Layout models based either on prominence indices (i.e. circular, level and nodal sizes by centrality score) or on force-directed placement (i.e. Eades Spring Embedder. Fruchterman-Reingold. etc) for meaningful visualizations of the social networks.
  • Multirelational network loading and editing. Load a social network consisting of multiple relations or create a social network on your own and add multiple relations to it.
  • Random network creation using various random network generation models (Barabási–Albert Scale-Free. Erdős–Rényi. Watts-Strogatz Small-World. d-regular, ring lattice, etc)
  • Famous social network analysis datasets. i.e. Padgett’s Florentine families.
  • Built-in web crawler to automatically create “social networks” from links found in a given initial URL.
  • Comprehensive documentation. both online and inside the application, which explains each feature and algorithm of SocNetV in detail.

Source code, packages and executables for Windows, Linux and Mac OS X are available in the “Downloads ” page.

The program is Free Software, licensed under the GNU General Public License 3 (GPL3) .
You can copy it as many times as you wish, or modify it, provided you keep the same license. The documentation is also Free, licensed under the Free Documentation License (FDL).

Do you want to contribute?

  • If you are a C++/Qt developer, you can help our project by commiting your patches (new features and bugfixes) to our source code development tree.
  • If you are a proud SocNetV user (person or institution), you can help us by reporting bugs. proposing new features in our Launchpad ‘blueprints’ page or even donating whatever amount of money you like to the project. If you want to donate some money, click on the “Donate” button (in the page footer). You will be redirected to our Paypal donation account.

In any case, thank you for using and contributing to SocNetV! Have fun with social network analysis.

News

The Social Network Visualizer project is happy to announce that a brand new version of our favorite social network analysis and visualization software application has been released. SocNetV version 2.3, released on Jul 5, has the eloquent codename “fixer” and it is now available for Windows, Mac OS X and Linux from the Downloads page. What the new

We are pleased to announce that a new version of your favorite social network analysis and visualization software application has been released. SocNetV version 2.2, codenamed “beyond”, brings many new features and it is available for Windows, Mac OS X and Linux. Visit the Downloads page to get it! Here is a brief list of all new features and

Today is a wonderful day, because we are happy to announce that a brand new version of our favorite social network analysis and visualization software application has been released. SocNetV version 2.1, released on Sep 28, has the quite eloquent codename “fixer” and it is available for Windows, Mac OS X and Linux from the Downloads page. What the

The Social Network Visualizer project has released a brand new version of the Social Network Analysis application which brings major code overhaul, new GUI layout, significant improvements and lots of bugfixes. SocNetV v2.0 brings stability, great performance boost and nice new features for easier social network analysis such as separate modes for

This video, uploaded to YouTube by Micheal Axelsen, takes on the dreaded social network analysis by using SocNetV.

SocNetV Features

Explore the nice features of SocNetV to make
your social network research real fun!

Easy User Interface

Navigate yourself and use the application either with the mouse or the keyboard.

File Formats

Load and save to GraphML, but you can also import most network file formats (GML, Pajek, UCINET, GraphViz, Adjacency, EdgeList etc).

Network analysis

Compute distances, eccentricity, connectedness, clique census, triad census, and Prominence indices (i.e. eigenvector, betweenness and information centrality, promixity prestige, pagerank and more)

Visualization

Apply intuitive visualization layouts on undirected/directed graphs, based on prominence scores or force-directed models.

Famous networks

Automatically recreate known social network datasets such as Padgett’s Families

Random networks

Create random networks using one of the supported models (scale-free, Erdős–Rényi, lattice, small worlds)

Web Crawler

Easily visualize and analyze networks of linked web pages and sites through the built-in web crawler.

Multi-relational

Work with multiple relations concurrently. SocNetV supports loading, editing and saving multirelational social networks.

Documentation

Learn to work with SocNetV and make use of Social Network Analysis methods by reading our Manual

Free Software

SocNetV is Free and Open-Source Software, use it everywhere. Have a feature request? Ask us!

Have fun with Social Network Analysis

Use the buttons to download Social Network Visualizer for your OS or to learn more about Social Network Analysis and Visualization reading the Manual .


MAXQDA: Qualitative Data Analysis Software #mac #data #analysis


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Software for Qualitative, Quantitative and Mixed Methods Research

Every two months we will let you know you about new products, updates, new features, promotions, trainings and upcoming events.

I spent several months researching the options, and ultimately decided to trial MAXQDA. We brought in a MAXQDA certified trainer, and bought a network license so that our large team at Microsoft could use the tool. We were not disappointed. [. ] I was so convinced in its efficacy in the applied qualitative field that I bought MAXQDA for my team when I joined Amazon. I was especially delighted when they recently added the Stats package, which allows us to avoid the extra expense of buying SPSS. I use MAXQDA almost daily, and am the first to recommend it to applied research teams.

Sam Ladner. PhD, Senior UX Researcher, Amazon

I really enjoyed working with the brand-new version, (MAXQDA Analytics Pro). I was waiting for this qualitative-quantitative software which helps me manage even quantitative content analysis without using SPSS. I can manage now the whole research process inside the MAXQDA and it’s a great experience!

László Galántai. University of Pécs, Institute for Education, Pécs, Hungary

Easy to learn and very efficient to use. Thanks to the elegant and straightforward design of MAXQDA, you can easily translate flashes of insights into descriptive and theoretical codes, analytical models in the form of hierarchical code system, and various types of memos, without being bothered by complicated technicalities.

Ikuya Sato. Professor of Sociology and Organizational Science, Hitotsubashi University, Graduate School of Commerce and Management, Japan, Tokyo

I have used MAXQDA as my primary recommended qualitative data analysis software program since 2005, when I began facilitating Spanish-language projects and MAXQDA was the only program with full documentation in Spanish. Since that time, I have taught MAXQDA in a wide variety of settings including education, government, and non-profit organizations.

Karen Andes. Ph.D. Assistant Professor, Hubert Department of Global Health – Rollins School of Public Health, Emory University, USA

What I like about MAXQDA is its ease of use (a low learning curve), the depth and breadth of its classifiaction and analysis functions, and the possibiltiy of conducting different kinds of qualitative or texts analysis simultaneously.

Warren A. Hodge. Ph.D. University of North Florida, Department of Counseling and Educational Leadership, USA

The ability to easily import string and numeric selection variables provides an invaluable tool for relating complementary quantitative and qualitative research strategies. This and other features have made MAXQDA particularly well-suited for integrating ethnographic and epidemiological methods for a cultural epidemiology of various health problems.

Mitchell Weiss. MD, PhD, Professor and Head, Department of Public Health and Epidemiology, Swiss Tropical Institute, Basel, Switzerland


Quantitative Analysis #quantitative #data #analysis #software


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Using Quantitative Analysis to Understand the World

Quantitative analysis provides some of the greatest tools available to help us explain the world at large. As a method or process, QA gives analysts means by which they can observe and interpret what has happened, is happening, or might happen in the world. With the right tools, analysts can explain why people and even things behave the way they do, and with the right approach, they can even even anticipate what is to come.

What is Quantitative Analysis?

In its broadest sense, quantitative analysis is the use of numerical information to make sense of a small part of the world. In other words, QA investigates and uncovers quantifiable data in a specific area and then uses that data to interpret a situation, a certain behavior, or even an entire cultural or political movement. QA measures the outputs of a given situation and then seeks to understand exactly what those outputs mean. Once an analyst reaches a reasonable understanding, he or she then usually tries to find a pattern in order to predict what happens next.

The Many Uses of QA

Numbers are present in every facet of life, so almost any subject can be quantified in some way. That is why quantitative analysis can be found in so many fields. Financial analysts and consultants use it to track stock prices, determine investments and monitor the market. Social scientists use numerically significant empirical tests and observation to create and test hypotheses of political and social behavior. Even sports fans use QA to better understand the highs and lows of their favorite sports stars’ careers.

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Historical Background of QA in Finance

Most people agree that Harry Markowitz was one of the first to apply a solid theory of mathematical concepts to finance in 1952. He developed a quantifiable concept of diversification, using statistics to prove his theory. Shortly thereafter the concept spread to the social sciences by way of economic theory. By the 1960s the use of quantitative analysis dominated both financial analysis and the social sciences as a more empirical means of explaining and predicting social and economic behavior.

Pricing and Economic Equilibrium

Following Markowitz’s theory of diversification, in 1969 Robert Merton applied stochastic calculus to understand what prices actually indicate and how they are set by a combination of producers and consumers. That single indicator condensed hundreds of transactions into a single unit of information. The same could be said of all prices, and using calculus and statistics could help markets in general and stock trading in specific become more efficient and profitable.

Expanding the Sphere

Using complex algorithms and constantly shifting data, financial analysts help determine individual and corporate investment risks. Analysts use mathematical and statistical modeling to condense vast amounts of data into simpler predictive equations and econometric outputs to help identify courses of action when it comes to investments and trading. Quantitative analysis is now used in investment management, trading in derivatives, risk management, credit analysis, and portfolio optimization.

Numbers make the world go round, and the ones who understand these numbers are the ones determining our rotation. Quantitative analysts use their available skills and tools to dissect, describe, and discern the world around them. In these complex economic times, quantitative analysis can be a significant and dominant tool as analysts help detect, determine, and,maybe even help direct which companies succeed and which ones fail.

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What is Hadoop, SAS, hadoop big data analysis.#Hadoop #big #data #analysis


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Hadoop

Hadoop is an open-source software framework for storing data and running applications on clusters of commodity hardware. It provides massive storage for any kind of data, enormous processing power and the ability to handle virtually limitless concurrent tasks or jobs.

Hadoop History

As the World Wide Web grew in the late 1900s and early 2000s, search engines and indexes were created to help locate relevant information amid the text-based content. In the early years, search results were returned by humans. But as the web grew from dozens to millions of pages, automation was needed. Web crawlers were created, many as university-led research projects, and search engine start-ups took off (Yahoo, AltaVista, etc.).

Hadoop big data analysis

One such project was an open-source web search engine called Nutch – the brainchild of Doug Cutting and Mike Cafarella. They wanted to return web search results faster by distributing data and calculations across different computers so multiple tasks could be accomplished simultaneously. During this time, another search engine project called Google was in progress. It was based on the same concept – storing and processing data in a distributed, automated way so that relevant web search results could be returned faster.

In 2006, Cutting joined Yahoo and took with him the Nutch project as well as ideas based on Google’s early work with automating distributed data storage and processing. The Nutch project was divided – the web crawler portion remained as Nutch and the distributed computing and processing portion became Hadoop (named after Cutting’s son’s toy elephant). In 2008, Yahoo released Hadoop as an open-source project. Today, Hadoop’s framework and ecosystem of technologies are managed and maintained by the non-profit Apache Software Foundation (ASF), a global community of software developers and contributors.

Hadoop big data analysis

Why is Hadoop important?

  • Ability to store and process huge amounts of any kind of data, quickly. With data volumes and varieties constantly increasing, especially from social media and the Internet of Things (IoT), that’s a key consideration.

  • Computing power. Hadoop’s distributed computing model processes big data fast. The more computing nodes you use, the more processing power you have.

  • Fault tolerance. Data and application processing are protected against hardware failure. If a node goes down, jobs are automatically redirected to other nodes to make sure the distributed computing does not fail. Multiple copies of all data are stored automatically.
  • Flexibility. Unlike traditional relational databases, you don’t have to preprocess data before storing it. You can store as much data as you want and decide how to use it later. That includes unstructured data like text, images and videos.
  • Low cost. The open-source framework is free and uses commodity hardware to store large quantities of data.
  • Scalability. You can easily grow your system to handle more data simply by adding nodes. Little administration is required.
  • What are the challenges of using Hadoop?

    MapReduce programming is not a good match for all problems. It’s good for simple information requests and problems that can be divided into independent units, but it’s not efficient for iterative and interactive analytic tasks. MapReduce is file-intensive. Because the nodes don’t intercommunicate except through sorts and shuffles, iterative algorithms require multiple map-shuffle/sort-reduce phases to complete. This creates multiple files between MapReduce phases and is inefficient for advanced analytic computing.

    There’s a widely acknowledged talent gap. It can be difficult to find entry-level programmers who have sufficient Java skills to be productive with MapReduce. That’s one reason distribution providers are racing to put relational (SQL) technology on top of Hadoop. It is much easier to find programmers with SQL skills than MapReduce skills. And, Hadoop administration seems part art and part science, requiring low-level knowledge of operating systems, hardware and Hadoop kernel settings.

    Data security. Another challenge centers around the fragmented data security issues, though new tools and technologies are surfacing. The Kerberos authentication protocol is a great step toward making Hadoop environments secure.

    Full-fledged data management and governance. Hadoop does not have easy-to-use, full-feature tools for data management, data cleansing, governance and metadata. Especially lacking are tools for data quality and standardization.

    Hadoop big data analysis

    Fun Fact: Hadoop” was the name of a yellow toy elephant owned by the son of one of its inventors.

    Hadoop big data analysis

    Hadoop in Today’s World

    The promise of low-cost, high-availability storage and processing power has drawn many organizations to Hadoop. Yet for many, a central question remains: How can Hadoop help us with big data and analytics? Learn more here!

    Hadoop big data analysis

    A big read: Hadoop for the enterprise

    This comprehensive 40-page Best Practices Report from TDWI explains how Hadoop and its implementations are evolving to enable enterprise deployments that go beyond niche applications.


    Free Log Viewer for Windows: Graphical Log Analyzer #log #reader, #free #log #viewer, #log #viewer


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    Free Log Viewer Is A Professional Log Analysis Tool!

    Our Free Log Viewer is a graphical tool which is not only a handy log reader but also a powerful log analyzer.

    Here s what you get:

    Graphical Interface Boosts Log Viewer Productivity

    You can instantly get a big picture of your log file, immediately after you opened it. You will see all log events plotted as a function of time. The steeper is the graph, the more intensive the logging was.

    In the figure below, you can spot the period of intensive logging it is marked with black dots.

    You can easily zoom in into any time period with the mouse.

    Classic text view of the log file is available at the same time. Opened as a separate window, it automatically shows all the log events from the time interval that is shown in the main window.

    Log Patterns Detection And Analysis

    By Log Pattern we understand a combination of start/stop log events and/or some numeric value, or just either of the above. Working with patterns is very convenient in graphical mode.

    In the example below, black dots show occurences of the *ERR* Log Pattern. The values specific for each occurence are also written on the graph.

    The figure shows the window for defining Log Patterns. In addition, Log Patterns can be conveniently captured directly from the text view window. Log patterns can be named and are automatically saved for future use.

    Statistical Log File Analysis

    This is yest another functional area where Graphical Mode is beneficial.

    Download Free Log Viewer here!

    Also note these 5 Things to Consider when looking for the Log Analyzer tool for Windows.

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    ManageEngine Exchange Reporter Plus #exchange #reporting, #exchange #server #reporting, #microsoft #exchange #server #tools, #exchange #reporting


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    What is Exchange Reporter Plus?


    Download Now

    Microsoft Exchange Server is, by and large the most popular communication, collaboration and email messaging application today. Microsoft Exchange serves as the hub of all email communications in most corporate environments that use the Active Directory technology. It becomes a necessity to have an Exchange reporting tool that will equip an Exchange Administrator with precise, granular, comprehensive and actionable data on all aspects of the MS Exchange Server.

    ManageEngine Exchange Reporter Plus is a web-based analysis and reporting solution for Microsoft Exchange Servers. Exchange Reporter Plus is a comprehensive MS Exchange reporting software that provides over 100 different reports on every aspect of the Microsoft Exchange Server environment.

    What problems does it solve?

    • Track incoming and outgoing email message, monitor mailbox size, perform Exchange traffic analysis and keep spam away from Active Directory mailboxes with Mailbox Traffic, Mailbox Content. and Mailbox Size Reports .
    • Access real-time monitoring reports on Exchange database and server ; ensure Exchange health and smooth functionality of server roles.
    • Keep up with ActiveSync traffic in your organization by obtaining elaborate reports on ActiveSync usage, sync requests, policy details, status information device details.
    • Keep a tab on the number of messages sent and received by each Exchange server using Server Traffic Reports.
    • Monitor the vital statistics of Exchange Server Public Folders with comprehensive Public Folder Reports.
    • Generate reports on Distribution Lists and also show the traffic for each distribution by running Distribution Lists Traffic Report!

    What features does it offer?

    Reporting

    Real Time Change Auditing

    Experience enhanced security and be informed about any unauthorized mailbox logon attempts or changes made to mailbox permissions with Exchange server audit reports.

    • Monitor user logon patterns
    • Obtain reports on stores mounted or dismounted during a particular time frame
    • Probe into changes in mailbox permissions
    • Obtain complete list of access control entries values after and before the change in setting
    • Keep tabs on mailbox property changes such as quota changes, size restriction changes, activated mailboxes, deactivated ones and moved mailboxes.

    Exchange Reporter Plus presents these reports in an easily comprehensible format, that even technically naive users can create and interpret. In addition to generating these reports in the blink of an eye, one can also export these reports. The reports can be downloaded as xls, csv, pdf or html files for further activities. Try Exchange Reporter Plus hands-on in our Live Demo !

    Exchange Monitoring Storage, Email, Database, Service, and more

    Retrieve data on health and status of components and functionality. Get one-stop overview of the entire Exchange organization.

    Exchange Reporter Plus – framework functioning

    Data, data everywhere! All the data that an Exchange Administrator needs is available in the Microsoft Exchange Server, Active Directory and Message Tracking and IIS logs. Exchange Reporter Plus creeps, collects and consolidates data from all these sources and gathers them in the software’s in-built database. When demanded, Exchange Reporter Plus uses programmatic analytics to convert this data into statistically informative MS Exchange Reports.

    Technical Information

    Windows XP, Windows 7, Windows 8, Windows 10, Windows Server 2000, Windows Server 2003, Windows Server 2008, Windows Server 2012, and Windows Server 2012 R2.


    Degree in Psychology #psychology, #clinical, #industrial #organizational, #i/o, #applied #behavioral #analysis, #aba


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    Welcome to the School of Psychology

    You may have just discovered the fascinating field of psychology or maybe you have long dreamed of getting a degree in psychology. You may new to the field or wanting to take the next step. In either case, the School of Psychology at Florida Tech provides an array of option for pursuing your interest in psychology. We offer undergraduate degrees in psychology both on campus and online, master’s degrees in psychology, and doctoral degrees. And with each psychology degree, there are many ways to tailor your studies to best prepare you for the psychology career of your choice.

    Getting your degree in psychology from Florida Tech

    What drives people to get a degree in psychology. Usually it is their desire to understand what makes people “tick” and to make a positive difference in the world. At Florida Tech’s School of Psychology, students start having that impact even while pursuing their studies. Through class discussions of case studies, involvement in research studies on perplexing human behavior, or applied work at the numerous internship sites in the area, students are gaining the knowledge and skills needed to understand and work effectively with people from diverse backgrounds. And students are learning form faculty who themselves are making a difference in the world, be it through their meaningful research, professional services, or community activities. Faculty members model and involve students in this work and serve as supportive and challenging mentors in the students’ growth. A degree in psychology provides you with both the knowledge and the analytic and interpersonal skills needed to understand and interact.

    Students often ask “what can I do with a degree in psychology?”

    By providing concentrations for each of our degrees in psychology, students can tailor the degrees for the career they envision and stand out as more prepared than the typical psychology graduate. Our undergraduate alumni are engaged in a variety of fields, including business, social services, human resources, law enforcement, sales, or advanced studies. Those graduating with master’s degree in psychology or doctoral degrees typically enter professional fields which have been growing and expanding. Our alumni page provides descriptions of some of the interesting and significant work that are alumni are doing.

    Explore our website and see why Florida Tech is the place to come for a degree in psychology.

    The Age of Instant Communication: Keeping Your Kids Safe

    Facebook and Texting

    Presenters: Trevor Taylor, M.S.; Tess Whelan Hare, B.S.

    The Scott Center Psychological Services’ presented a seminar on facebook and texting. The Age of Instant Communication: Keeping Your Kids Safe was a two hour presentation, complete with a Question and Answer session, where current clinicians at the Scott Center Psychological Services provided information to parents on the risks and rewards of instant communication in today’s world.

    • Florida Tech to Hold Free Workshops for Sufferers of Rheumatic Disorders
      The free workshops Nov. 3 and Nov. 10 from the Fatigue Management Institute will offer people suffering from rheumatic disorders information and advice on successfully managing this condition.
    • Florida Tech Offers Free Workshops on Managing Cancer Stress, Fatigue
      Workshop participants will gain a better understanding of cancer-related stress and fatigue and learn to incorporate healthy behaviors into everyday living.
    • Surviving-and Enjoying-the Holidays
      Advice from Florida Tech’s Scott Center for Autism Treatment MELBOURNE, FLA. — Already fraught with potential social and emotional challenges, the holiday season can be even more daunting for families with children with Autism Spectrum Disorder (ASD). Alison Betz, a board-certified behavior analyst and a faculty supervisor at Florida Institute of Technology’s Scott Center for [ ]

    Applied Behavior Analysis and ABA Therapy Services – Centria Health Care #aba #therapy #services #novi,


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    APPLIED BEHAVIOR ANALYSIS
    ABA THERAPY

    What is Autism Spectrum Disorder?

    Autism Spectrum Disorder (ASD) refers to a group of complex disorders of brain development. ASD is generally characterized, in varying degrees, by difficulties in social interaction, verbal and non-verbal communication, and emotional control. Many people with ASD have different ways of learning and reacting to situations, which is why individualized therapy is so beneficial.

    What is Applied Behavior Analysis?

    Applied Behavior Analysis (ABA) is an evidence-based science in which behavior modifications are systematically applied to improve socially significant behavior to a meaningful degree. During ABA therapy. skills are broken down into small, easy-to-learn steps. Positive reinforcement is used to motivate the child and data is continuously collected to measure the child s progress and modify their personalized treatment plan. ABA is widely recognized as the single most effective treatment for children with ASD and the only treatment shown to lead to substantial, lasting improvements in the lives of children with autism.

    Centria Therapy Services

    Centria Advantages

    • In-home and center-based ABA therapy for a highly flexible and versatile program.
    • Weekend and evening hours available.
    • Families can choose between strictly in-home OR center-based, or a combination of both.
    • Clinically proven results in increased positive and decreased negative behaviors through the compilation of daily data collection in Discrete Trial Training, weekly graphing of improvement by BCBA, and on-going psychological assessments.
    • 95% of our Behavior Techs have a Bachelor or Masters degree
    • Expertise in EIBI (Early Intensive Behavioral Intervention)
    • In-home therapy mirrors center-based in resources, supervision and plan implementation
    • ABA Therapy kit provided for each child with PECS book
    • Psychologists on staff
    • Intake to implementation period is less than 5 days
    • Ability to cover entire process from Diagnostic to Implementation of Services

    Centria s outpatient therapy services are located inside of the developmental disabilities building at The Guidance Center. The therapy services provide families with occupational therapy and speech-language pathology services within a supportive, evidence-based, and play-focused environment.

    At Centria, we are dedicated to improving the lives of children and adults with autism spectrum disorders, cerebral palsy, articulation difficulties and delays, ADD/ADHD, brain injury, Down syndrome, sensory processing dysfunction, and other developmental delays. Treatment plans include social skills, cognition, gross and fine motor development, sensory processing, and language development.

    Our therapists are dedicated to providing a positive and individualized experience for all clients and their families.

    Helpful Resources + Links


    India s per capita income rises to Rs 5, 729 per month #india #business #news,


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    India’s per capita income rises to Rs 5,729 per month

    India s per capita income, a gauge for measuring living standard, is estimated to have gone up 11.7% to Rs 5,729 per month in 2012-13 at current prices, compared with Rs 5,130 in the previous fiscal.

    The estimated rate of growth in per capita income for the current fiscal, however, is lower than the previous fiscal when it grew by 13.7%.

    The per capita income at current prices during 2012-13 is estimated to be Rs 68,747 as compared to Rs 61,564 during 2011-12, showing a rise of 11.7%, an official release by the Central Statistics Office (CSO) on Advance Estimate of National Income, 2012-13 showed today.

    The per capita income in real terms (at 2004-05 constant prices) during 2012-13 is likely to attain a level of Rs 39,143 as compared to the First Revised Estimate for the year 2011-12 of Rs 38,037, it said.

    The Gross Fixed Capital Formation (GFCF) at current prices is estimated at Rs 29.94 lakh crore in 2012-13 as against Rs 27.49 lakh crore in 2011-12, the release said.

    However, at 2004-05 constant prices, the GFCF is estimated at Rs 19.44 lakh crore in the current fiscal as against Rs 18.97 lakh crore in the previous fiscal, it added.

    The data also estimated an increase of 13.8% in the Government Final Consumption Expenditure (GFCE) to Rs 11.87 lakh crore at current prices for 2012-13 against Rs 10.43 lakh crore in 2011-12.

    On Private Final Consumption Expenditure (PFCE) for the current fiscal, it has estimated an increase of 12.8% to Rs 57.06 lakh crore at current prices as against Rs 50.56 lakh crore in the previous fiscal.

    These advance estimates are based on anticipated level of agricultural and industrial production, analysis of budget estimates of government expenditure and performance of key sectors like railways, transport other than railways, communication, banking and insurance, availbale so far, said the data.
    These estimates have been compiled using the data on indicators available from the same sources as those used for compiling GDP estimates by economic activity, detailed data available on merchandise trade in respect of imports and exports, balance of payments, and monthly accounts of central government, it added further.


    Vs code analysis #vs #code #analysis


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    Code7700 is provided free of charge in an effort to provide sourced-information about all facets of aviation.

    Always remember that Eddie, when you get right down to it, is just a pilot. He tries to give you the facts from the source materials but maybe he got it wrong, maybe he is out of date. Sure, he warns you when he is giving you his personal techniques, but you should always follow your primary guidance (Aircraft manuals, government regulations, etc.) before listening to Eddie.

    Please note: Gulfstream Aerospace Corporation has no affiliation or connection whatsoever with this website, and Gulfstream does not review, endorse, or approve any of the content included on the site. As a result, Gulfstream is not responsible or liable for your use of any materials or information obtained from this site.

    This site contains copyrighted material the use of which has not always been specifically authorized by the copyright owner. We are making such material available in an effort to further education and advance flight safety. We believe this constitutes a ‘fair use’ of any such copyrighted material as provided for in section 107 of the US Copyright Law. In accordance with Title 17 U.S.C. Section 107, the material on this site is distributed without profit to those who have an interest in furthering flight safety.

    My objective is to give pilots the tools they need to fly more safely. If you are a copyright holder and see your material here, that means I think your work can help to that end. Still, if you would rather your materials not appear on this website, please “Contact Eddie” using the link below and your material will be removed. It will be our loss, but I understand the need to protect creative rights.

    To answer another frequent question: yes I live in fear of law suits and have reached out for permissions where possible. Gulfstream has been very good about all of this provided I add the note shown below. Let me be clear about this: I think the world of Gulfstream Aerospace. There is no prettier wing in existence than what you see on a GV or G550 and the best cockpit I’ve ever touched is in my trusty G450.

    Always remember that Eddie, when you get right down to it, is just a pilot. He tries to give you the facts from the source materials but maybe he got it wrong, maybe he is out of date. Sure, he warns you when he is giving you his personal techniques, but you should always follow your primary guidance (Aircraft manuals, government regulations, etc.) before listening to Eddie.

    Please note: Gulfstream Aerospace Corporation has no affiliation or connection whatsoever with this website, and Gulfstream does not review, endorse, or approve any of the content included on the site. As a result, Gulfstream is not responsible or liable for your use of any materials or information obtained from this site.

    Copyright 2017. Code7700 LLC. All Rights Reserved.