tag:blogger.com,1999:blog-14314668107739095732024-02-21T10:30:12.854-08:00My Experiences with Lifewhat are we ? we are what we experience. And some more. I bring together here, collective experiences from different parts of life..Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.comBlogger516125tag:blogger.com,1999:blog-1431466810773909573.post-41726938692572321932024-02-06T19:26:00.000-08:002024-02-06T19:26:00.900-08:00Relevance of Lord Ram in today’s world<p>The relevance of Lord Ram and his principles and teachings in today's world is profound and multifaceted. Lord Ram, the seventh avatar of Vishnu in Hindu mythology, epitomizes righteousness, virtue, and adherence to dharma (duty or moral law). His life story, as narrated in the ancient Indian epic Ramayana, offers timeless lessons that continue to inspire and guide people across the world.</p><p><br /></p><p><b>Moral and Ethical Integrity</b></p><p>One of the most significant teachings of Lord Ram is the importance of moral and ethical integrity. In an age where ethical boundaries are frequently challenged and blurred, Lord Ram's unwavering commitment to truth and righteousness serves as a guiding light. His decision to undergo a 14-year exile, honoring his father's promise, exemplifies supreme sacrifice and adherence to one's word, principles that are invaluable in both personal and professional spheres today.</p><p><br /></p><p><br /></p><p><b>Duty and Responsibility</b></p><p>Lord Ram's life is a testament to the fulfillment of duties and responsibilities, regardless of the personal costs. His respect for relationships, be it as a son, a brother, a husband, or a ruler, underscores the significance of duty above personal desires and ambitions. In the contemporary context, this principle encourages individuals to uphold their responsibilities towards their families, communities, and nations with dedication and integrity.</p><p><br /></p><p><b>Leadership and Governance</b></p><p>As a ruler, Lord Ram's governance was marked by fairness, prosperity, and welfare for all, epitomizing the ideal king. His leadership style is a blueprint for modern leaders, emphasizing the importance of benevolence, justice, and the well-being of subjects. In today's world, where leadership often comes under scrutiny, Ram's model of leadership inspires leaders to be empathetic, just, and service-oriented.</p><p><br /></p><p><b>Compassion and Forgiveness</b></p><p>Lord Ram's interactions with even the lowliest of creatures and his enemies highlight his compassion and capacity for forgiveness. His treatment of Shabari, a devotee from a tribal background, and his readiness to forgive even those who wronged him, like Ravana's brother Vibhishana, teach the value of empathy, inclusiveness, and forgiveness in a divided world.</p><p><br /></p><p><b>Balancing Personal and Professional Life</b></p><p>Lord Ram's life also illustrates the balance between personal commitments and professional duties. Despite his personal trials, including the separation from his wife, Sita, he never let his personal sorrow interfere with his kingly duties. This balance is particularly relevant today, as individuals strive to manage personal challenges while fulfilling their professional roles.</p><p><br /></p><p><b>Conclusion</b></p><p>In essence, Lord Ram and his teachings are incredibly relevant in today's complex and fast-paced world. His life encourages individuals to adhere to the path of righteousness, fulfill their duties, lead with compassion and integrity, and maintain a balance between personal and professional life. As humanity grapples with ethical dilemmas, social injustices, and leadership crises, Lord Ram's principles offer a beacon of hope and a roadmap to a more ethical, responsible, and compassionate society.</p>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-40992279392011029662024-01-23T15:59:00.000-08:002024-01-26T16:03:05.569-08:00The Ayodhya Ram Temple: Echoes of Past Wounds and Seeds of New Hope in the Hindu Psyche<p data-sourcepos="5:1-5:46" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The inauguration of the Ram Mandir in Ayodhya, a monument etched upon a land scarred by the chisels of conflict, reverberates with poignant resonance within the soul of India's Hindu populace. It is a narrative spun from the threads of ancient trauma, colonial scars, and an unyielding yearning for cultural resurgence. To grasp its profound impact, we must first delve into the festering wounds that whisper within the collective Hindu memory.</p><p data-sourcepos="7:1-7:332" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The centuries of Muslim invasions in India are etched like indelible brushstrokes upon the Hindu canvas. Tales of desecrated temples, forced conversions, and subjugation under foreign rule remain potent sagas, passed down through generations like treasured heirlooms. The Babri Masjid, which once stood on the contested Ayodhya soil, became a potent symbol of this historical suffering, a stark reminder of the perceived erasure of sacred Hindu space.</p><p data-sourcepos="9:1-9:522" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">British colonialism, with its penchant for divide-and-conquer, further stoked these smoldering anxieties. While initially exploiting existing fissures, the British later attempted to forge a singular "Indian" identity, often perceived by Hindus as a dilutive cocktail that threatened to drown their unique cultural heritage. The marginalization of Hindu traditions and the privileging of Western values fueled a potent sense of cultural oppression, a yearning for self-determination that resonated like a whispered prayer.</p><p data-sourcepos="11:1-11:37" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The Babri Masjid's demolition in 1992 became a tragic flashpoint, a stark eruption of the molten emotions simmering beneath the surface. While it sparked communal violence that marred the nation's fabric, it also ignited a powerful Hindu nationalist movement, fueled by the desire to reclaim lost glory and assert a distinct Hindu identity.</p><p data-sourcepos="13:1-13:378" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The protracted legal battle and the eventual construction of the Ram Mandir resonated on multiple levels for the Hindu community. For many, it was a vindication, a reclamation of stolen history, a testament to their unwavering resilience. The Ayodhya verdict was seen as a triumph of faith, a hard-won victory in a long-fought resistance against perceived historical injustices.</p><p data-sourcepos="15:1-15:276" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The temple's inauguration, then, signifies a closure of sorts, a balm applied to a deep wound. Yet, it is not without its complexities. The unresolved grievances of Muslim communities and the potential for renewed Hindu-Muslim tensions cast long shadows over the celebrations.</p><p data-sourcepos="17:1-17:8" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">Moreover, the temple's association with Hindu nationalism raises disquieting concerns about the potential marginalization of other religious and cultural groups within India's vibrant tapestry. The narrative of "Hindu Rashtra" (Hindu nation) can breed exclusiveness, a dangerous echo chamber that threatens to undermine the nation's secular fabric.</p><p data-sourcepos="19:1-19:388" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The true impact of the Ram Mandir on the Hindu psyche will unfold in the years to come. Will it be a bridge to reconciliation and inclusivity, or will it exacerbate existing divisions? Will it empower the Hindu community or fuel further marginalization? The answers lie in the choices made by Hindus themselves, in how they choose to interpret and embody the meaning of this sacred space.</p><p data-sourcepos="21:1-21:432" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">The Ram Mandir stands as a powerful symbol, not only of historical grievances but also of the potential for healing and unity. It is a stark reminder of the importance of acknowledging the past while forging a future that embraces diversity and inclusivity. Ultimately, the Hindu community's ability to reconcile these diverse strands within its own psyche will determine the temple's true legacy in the tapestry of Indian identity.</p><p><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span><span style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px;"></span></p><p data-sourcepos="23:1-23:505" style="background-color: white; color: #1f1f1f; font-family: "Google Sans", "Helvetica Neue", sans-serif; font-size: 16px; margin: 24px 0px; white-space-collapse: preserve; word-break: break-word;">This revised essay aims to present a balanced perspective on the complex issue of the Ram Mandir, employing precise and evocative language to engage the reader. The inclusion of a thesaurus has enriched the vocabulary, while carefully chosen imagery adds depth and emotional resonance to the narrative. By acknowledging the pain of the past while emphasizing the potential for renewal, the essay strives to leave readers with a sense of cautious hope for the future of India's diverse and vibrant society.</p>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-77382262650093044012024-01-09T20:39:00.000-08:002024-01-25T20:40:18.885-08:00Impact of AI on Canadian Economy - a short essay<div style="text-align: left;"><span style="font-family: arial;"><b>Introduction</b><br />Artificial Intelligence (AI) is revolutionizing industries around the world, and Canada is no exception. As a country known for its progressive approach to technology and innovation, Canada is uniquely positioned to harness the benefits of AI, while also facing significant challenges. This essay examines the potential implications of AI on the Canadian economy, focusing on job losses, productivity improvements, economic growth opportunities, and the sectors most exposed to disruption.</span></div><div style="text-align: left;"><span style="font-family: arial;"><br /><b>Job Losses and the Skills Gap</b><br />One of the most pressing concerns about AI is its potential to automate jobs. In Canada, sectors such as manufacturing, retail, and transportation could see significant job losses due to automation. A study by the Brookfield Institute estimated that 42% of the Canadian workforce is at high risk of being affected by automation. This transformation could lead to a skills gap, where the workforce lacks the necessary skills to transition into new roles created by AI. To mitigate this, Canada needs to invest in retraining programs and education systems that emphasize skills compatible with an AI-driven economy, such as data analysis, machine learning, and critical thinking.<br /><b><br /></b></span></div><div style="text-align: left;"><span style="font-family: arial;"><b>Productivity Improvements</b><br />Conversely, AI has the potential to dramatically improve productivity. In sectors like healthcare, AI can help in diagnosing diseases more accurately and quickly, leading to better patient outcomes and more efficient use of resources. In the IT sector, AI-driven tools can optimize network management and data analysis, leading to increased efficiency. These improvements could boost Canada's GDP significantly, as higher productivity leads to increased economic output.<br /><b><br /></b></span></div><div style="text-align: left;"><span style="font-family: arial;"><b>Economic Growth Opportunities</b><br />AI presents substantial economic growth opportunities for Canada. The country's strong AI research community, particularly in cities like Toronto, Montreal, and Edmonton, attracts global talent and investment. This can lead to the development of new industries and the expansion of existing ones. For instance, the application of AI in natural resource management could revolutionize sectors like forestry and mining, which are significant contributors to Canada’s economy. Furthermore, Canada’s commitment to ethical AI and data privacy could position it as a leader in responsible AI development, attracting companies and researchers who value these principles.<br /><b><br /></b></span></div><div style="text-align: left;"><span style="font-family: arial;"><b>Sectors Most Exposed to Disruption</b><br />While AI presents opportunities, it also poses disruption risks, particularly in sectors slow to adapt. Retail, transportation, and customer service are highly susceptible to AI and automation. For instance, e-commerce platforms using AI for personalized shopping experiences could disrupt traditional retail stores. Similarly, autonomous vehicles could significantly impact transportation and logistics sectors. Financial services are also at risk, with AI capable of automating tasks like loan underwriting and risk assessment.<br /><b><br /></b></span></div><div style="text-align: left;"><span style="font-family: arial;"><b>Mitigating the Negative Impacts</b><br />To mitigate the negative impacts, Canada needs a strategic approach. This includes investing in AI research and development to stay at the forefront of innovation, implementing policies that support workers displaced by AI, and fostering a culture of lifelong learning. Additionally, ethical considerations and AI governance should be prioritized to ensure the benefits of AI are distributed equitably across society.<br /><b><br /></b></span></div><div style="text-align: left;"><span style="font-family: arial;"><b>Conclusion</b><br />The advent of AI presents a transformative moment for the Canadian economy. While it brings the promise of increased productivity and new economic opportunities, it also poses significant challenges, particularly in job displacement and sectoral disruption. Canada's response to these challenges should be multifaceted, involving investment in education and skills training, research and development, and ethical governance of AI technologies. By doing so, Canada can not only mitigate the risks associated with AI but also position itself as a global leader in the AI-driven economy of the future.</span></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-82499865178132279522018-11-12T10:30:00.003-08:002018-11-12T10:30:34.609-08:00Dopamine secretion linked to addiction <div dir="ltr" style="text-align: left;" trbidi="on">
Is it fair to link dopamine secretion to addiction ?<br />
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Dopamine is generally released in our brain when we are happy, satisfied, content, loved and similar positive events happen to us or around us.<br />
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Recent reports/ media coverage seem to constantly indicate that whatever item (cigerette, alcohol, drugs, smartphone, incoming messages/emails, social media attention received) makes us happy, or triggers a positive event in our brain, its equivalent to addiction.<br />
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Recently, I was listening to some podcast, where a renowned speaker used the analogy of instant messaging. He linked receiving a response to an instant message with additiction, because both trigger dopamine secration in our brain. <br />
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Things that make us happy, don't necessarily fall into the category of addiction. addiction is a different beast, needs to be seen as such and handled as such. If we generalize the problem of addition to a simple hormone secretion we are doing a disservice to many a things that simply give us joy and have no link to addiction.<br />
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Think of it this way, going to park makes me happy. I tend to go to a park or a green area as much as I can, and every time I am around trees / greenery, it makes me very happy.<br />
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Another example, I live a few thousand kilometres away from my immediate family members. Every time I send / receive a message to one of them, I feel joyous, happy, elated (read - secretion of dopamine), does that mean I am addicted to "messaging them" ?<br />
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or does this mean that I am addicted to "going to park/greens" ~<br />
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I disagree, and would surely not want to be called an addict based on this theory.</div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com2tag:blogger.com,1999:blog-1431466810773909573.post-1040289357659081062018-10-11T10:35:00.001-07:002018-10-11T10:35:55.297-07:00kaila maiya ke bhavan mein - laanguriya<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2sbILLtA_fCZZsuFYUQDayMQzJEdGM2Pns0aJnCp3l2Eu3ywl6QH_AjzoygVvenjI3nO_Q33Ad5gYWk9mfrihHuRiUeAAFqwN8MWq-adUWgBa_z0UFk4Vps6YiQhdafH4QoPZWq04Inlw/s1600/Screen+Shot+2018-03-24+at+20.06.13.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="570" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2sbILLtA_fCZZsuFYUQDayMQzJEdGM2Pns0aJnCp3l2Eu3ywl6QH_AjzoygVvenjI3nO_Q33Ad5gYWk9mfrihHuRiUeAAFqwN8MWq-adUWgBa_z0UFk4Vps6YiQhdafH4QoPZWq04Inlw/s1600/Screen+Shot+2018-03-24+at+20.06.13.png" /></a></div>
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Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-20754391119577145372018-10-10T20:33:00.000-07:002018-10-11T10:34:25.359-07:00Rudhashtak - Sanskrit / Hindi - Devnagari script<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="background-color: white; color: #111111; font-family: Roboto, Arial, sans-serif; font-size: 14px; white-space: pre-wrap;">नमामीशमीशान निर्वाणरूपं विभुं व्यापकं ब्रह्मवेदस्वरूपम I
निजं निर्गुणं निर्विकल्पं निरीहं चिदाकाशमाकाशवासं भजेअहम II
निराकारमोंकारमूलं तुरीयं गिरा घ्य़ान गोतीतमीशं गिरीशम I
करालं महाकाल कालं कृपालं गुणागार संसारपारं नतोअहम II
तुश्हाराद्रि संकाश गौरं गभीरं मनोभूत कोटिप्रभा श्री शरीरम I
स्फुरन्मौलि कल्लोलिनी चारु गङ्गा लसद्भालबालेन्दु कण्ठे भुजङ्गा II
चलत्कुण्डलं भ्रूसुनेत्रं विशालं प्रसन्नाननं नीलकण्ठं दयालम I
मृगाधीशचर्माम्बरं मुण्डमालं प्रियं शंकरं सर्वनाथं भजामि II
प्रचण्डं प्रकृश्ह्टं प्रगल्भं परेशं अखण्डं अजं भानुकोटिप्रकाशम I
त्रयः शूल निर्मूलनं शूलपाणिं भजे.अहं भवानीपतिं भावगम्यम II
कलातीत कल्याण कल्पान्तकारी सदा सज्जनानन्ददाता पुरारी I
चिदानन्द संदोह मोहापहारी प्रसीद प्रसीद प्रभो मन्मथारी II
न यावत उमानाथ पादारविन्दं भजन्तीह लोके परे वा नराणाम I
न तावत सुखं शान्ति सन्तापनाशं प्रसीद प्रभो सर्वभूताधिवासम II
न जानामि योगं जपं नैव पूजां नतो.अहं सदा सर्वदा शम्भु तुभ्यम I
जरा जन्म दुःखौघ तातप्यमानं प्रभो पाहि आपन्नमामीश शम्भो II
रुद्राश्ह्टकमिदं प्रोक्तं विप्रेण हरतोश्हये I ये पठन्ति नरा भक्त्या तेश्हां शम्भुः प्रसीदति II</span></div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-29223121569073790252018-02-17T22:37:00.000-08:002018-02-17T22:38:42.182-08:00PNB Analysis - whatsapp forward <div dir="ltr" style="text-align: left;" trbidi="on">
What actually happened in PNB scam? Let’s start from the concept.<br />
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First, The Concept<br />
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Let’s understand how things work.<br />
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Some importer, let’s call him Nirav Modi or NM, wants to import pearls or diamonds and then sell them. The purchase requires money, so NM approaches a bank, say Punjab National Bank (PNB).<br />
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PNB says look, I’ll give you a loan but it will be like at 10%.<br />
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NM thinks hard and says, no, that’s too much. Wait, why don’t I take a foreign currency loan instead, after all I’m buying in dollars? Much lower interest rates no? I can get at LIBOR+2% and LIBOR is like 1.5% so I’ll have the money at 3.5%!<br />
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But who will give NM a foreign currency loan? A bank abroad? They don’t know NM. They don’t have any history of NM, so why will they give him money?<br />
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SO NM goes to PNB and says, boss, you’re my banker, so please help some foreign bank give me some money to buy diamonds. Say that you will guarantee my loan by giving me a “Letter of Undertaking” (LOU).<br />
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PNB now should be saying look, if you want me to give Rs. 100 cr. guarantee, you give me stuff worth 110 cr. at least. As collateral.<br />
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But PNB, for some strange reason, doesn’t ask for collateral. More on that later.<br />
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So now the foreign bank is ready to lend NM the money. Because PNB will guarantee it. And the foreign bank trusts PNB. Why does it trust PNB?<br />
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Because PNB sends a message on SWIFT – the banking message service – that PNB guarantees Rs. 100 cr. of money for 180 days for Mr. NM at an interest rate of, say, LIBOR + 2%. It’s like a message – written in stone, effectively – that says PNB will pay if NM doesn’t pay.<br />
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In fact the foreign bank trusts only PNB. So it gives the money to PNBs account with it, called by PNB as a “Nostro” – the account that PNB maintains with banks abroad, where the other bank will send money meant for PNB customers.<br />
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PNB’s nostro account gets the money.<br />
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PNB then gives NM the money from the Nostro account, usually paid off to whoever NM is buying his diamonds from. This payment is to someone outside India usually, to fund a purchase of diamonds or whatever.<br />
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Note this carefully: The other bank gives money to PNB’s Nostro account. Not to NM. They don’t care about NM. They only know that PNB has given a guarantee on the SWIFT channel.<br />
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Note: the other bank is nowadays mostly the foreign branches of Indian banks. Because the phoren banks have realized something sinister – that PNB’s guarantee is a strange beast that isn’t backed with much, but we’ll come to that<br />
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The foreign bank couldn’t care less about whether NM was buying diamonds or bitcoin – to them, PNB would pay back even if NM’s bitcoin wallet got stolen.<br />
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Why does PNB give a guarantee? Fees. Each year, a bank may charge upto 2% to give the LoU.<br />
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So What Happens When It’s Time To Pay Back?<br />
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NM has to get the pearls in India, sell them, receive the money and pay PNB. On the due date written on the LoU.<br />
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Then PNB will pay back the foreign bank saying okay, we got the customer’s money so we’re giving it back to you. With interest etc.<br />
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That’s what is supposed to happen. But in reality, things went a little berserk, it seems.<br />
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The Reality: A Bit of a Ponzi<br />
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NM might not pay back at all. NM might use the money to speculate in the markets. Or do something else.<br />
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What if NM in the above example simply didn’t have the money to pay back? Instead, he asks a PNB official to open ANOTHER LoU. For the amount owed plus interest. So if we had the first LoU at $10 million the second one is $11 million to cover the interest on the first.<br />
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The money from the second LoU is used to repay the first. It’s just rolling over of credit. Over and over. Standard definition of a ponzi scheme.<br />
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This can easily balloon into a larger amount, so large that it’s too much. In effect many such arrangements have turned into semi-ponzi schemes, with one LoU being opened to repay another and so on.<br />
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Which is what is likely to have happened.<br />
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We don’t know the details, but it looks like:<br />
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Nirav Modi took loans from foreign branches of Indian banks through an LoU issued by PNB<br />
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This was done through a SWIFT based LoU issued through a rogue employee (or many of them) at PNB<br />
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The orders never showed up in the core banking system for monitoring<br />
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LoUs were rolled over all the way since 2011, and possibly increased over time too.<br />
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The rogue official retired in 2017, and the replacement refused to roll over the LoU which came due in Jan 2018 because he couldn’t find the past transactions in the system<br />
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No rollover means a default, since there was no money to pay. So PNB quickly files an FIR saying oh goodness we have lost 280 cr. on the Jan LoUs<br />
<br />
Then someone said, “Abeyaar, is there more of these not-in-system LoUs? Someone check no?”<br />
<br />
Then someone checked.<br />
<br />
Oh gawd. 11,400 crores.<br />
<br />
That’s a lot of crores.<br />
<br />
Everyone in the bank panicked.<br />
<br />
Why couldn’t Nirav Modi just pay it back? He must have the original money no?<br />
<br />
Because if it was ever intended to be paid back, the rollovers wouldn’t have been required. At some point, things got so out of hand that rollovers were required in order to stay current.<br />
<br />
Typically this would not be a problem. If PNB had done things right, they would have had collateral worth the amount of guarantee, and they would have sold that collateral and paid the foreign bank.<br />
<br />
But, and here’s the real issue: PNB didn’t have any collateral.<br />
<br />
Why did PNB give a guarantee without collateral?<br />
<br />
If you and I go for a loan to a bank, they’ll ask us for income proof, and collateral. Only small tiny personal loans and credit card loans come backed without collateral. For something of the order of 11,000 cr. you would think they would ask for collateral.<br />
<br />
Especially after the scene with Mallya where loans to Kingfisher were given on nearly no collateral (though even there they had a house and some promoter shares pledged)<br />
<br />
Why did PNB give this guarantee then? It’s typical – banks give guarantees for more the amount you give as collateral. Because business relationships etc. And then:<br />
<br />
Because nearly every bank is doing it.<br />
<br />
The loan was not a “fund based limit”. In a fund based limit like a term loan, the bank pays out money. In non-fund-based limits, the bank will only pay if someone else defaults or an event happens – like a Bank Guarantee or an LC or an LoU.<br />
<br />
Meaning, PNB assumed that the foreign bank was giving a loan directly to Nirav Modi and that PNB needed to pay only in case Nirav Modi defaulted. So in the eyes of PNB it was always an “non-fund-based” loan.<br />
<br />
But this is how a significant part of import financing works. They all rollover credit, and they all use LoUs for much higher than they can offer as collateral.<br />
<br />
From my sources, the scale is huge. For every Rs. 100 that a bank has collateral, they will easily provide LOUs for upto 6x the amount. This is a real problem – that most public sector banks do not keep much collateral against non-fund-based limits given to importing customers.<br />
<br />
So even if a bank has collateral, it’s nowhere near enough. And then, such unfunded liabilities are not even reported to RBI!<br />
<br />
Basel Reporting: No Disclosure<br />
<br />
PNB has “unfunded” exposure of 11,000 cr. they say. But they don’t even reveal it in their latest Basel III disclosure:<br />
<br />
The funded exposure to “Gems and Jewellery” is shown at 1860 cr.<br />
<br />
Unfunded to the same sector: 842 cr.<br />
<br />
This doesn’t even add up. So, in effect, PNB didn’t reveal that it was funding massive quantities of “unfunded, contingent exposure”. They will of course pretend that they didn’t know, because the transactions weren’t in the core banking system.<br />
<br />
Did Employees Hide it? Was PNB Responsible or was it a fraud?<br />
<br />
Can employees be responsible? Could they have hidden the credit and the rolling over of LoUs? But honestly, how does a 11,000 cr. credit pass muster without top management realizing it?<br />
<br />
Think of it – your nostro account with these other banks keeps getting big credits that add up to 11,000 cr. Will you not reconcile it in the accounting? The “why is this money even here?” question should have been asked by someone who audits accounts, one thinks?<br />
<br />
And the SWIFT messages. It’s a specific kind of message. Why wouldn’t PNB audit the SWIFT trail? Reconcile it with the core banking system? How many more such skeletons will tumble if they do?<br />
<br />
Their excuses are<br />
<br />
Data wasn’t entered into the core banking system. (Of course, otherwise you would have had to report it)<br />
<br />
LOUs weren’t authorized. (Hard to believe, because the amounts are very large. Surely someone on the top would know?)<br />
<br />
The SWIFT system was illegally used. (Again, hard to believe that a bank like PNB would not audit its SWIFT messages regularly. Or its auditors. Or RBI.)<br />
<br />
On the face of it, it looks like the ex-employee is being used as a scapegoat. It’s likely that a lot of people were in on this thing. And that it generated massive, fat fees for PNB all these years.<br />
<br />
Fees wise: Imagine 11,000 cr. worth LoUs being renewed each year – that’s upto Rs. 200 cr. in fees that was all hitting PNB’s top line. You could bribe an employee to maybe give you a small increase – say 10-20 cr. but when you hit numbers like 11,000 cr. this is surely something the top management would know.<br />
<br />
What’s the Scale of this scam?<br />
<br />
While PNB reported it as a 11,000 cr. scam, they filed an FIR with the CBI for only Rs. 280 cr. This has probably expanded since then but even if the total outstanding is as much as that, there’s a good chance that the actual loss amount will be lesser.<br />
<br />
All of it will be borne by PNB right now. Whether someone abused their SWIFT usage is not relevant, if PNB’s SWIFT message said they will pay, they have to pay if there is a default.<br />
<br />
But think about the fallout. The problem was that some liabilities were not in the system. There could be more such LoUs. From the same branch or others. Other banks could have such LoUs too. It’s trivial to start looking – and we know that Nirav Modi will not be an isolated case.<br />
<br />
Also, the issue was that the limits had no collateral behind them. If all banks are told to verify their non-fund-based limits and demand collateral against them (say at least 25%) then the scale would be absolutely massive. It’s not like this is happening only with Nirav Modi or Choksi. A very large number of importers of commodities have been doing this, and rotating credit. A change in regulation here can change the game dramatically for every other bank (and import account) in the system.<br />
<br />
The simple point: this particular transaction will result in a lower loss than 11,000 cr. for PNB. Because of recoveries and such. But if RBI asks all banks to pull up collateral on such lending and stop such practices, the scale is many times larger.<br />
<br />
What about the PNB stock?<br />
<br />
It’s fallen 17%. But note that it already has 60,000 cr. of gross NPAs. Another 11,000 cr. will hurt it but not kill it. It won’t die – the government will take it over. Shareholders might suffer, but come on as a shareholder of a public sector bank you’re used to suffering.<br />
<br />
The problem really is: There is never just one cockroach. When you go deeper, you are likely to find more dirty, dark secrets, and none of them will be any good.<br />
<br />
PNB is gonna hurt for a while, but so are others who will find their books similarly tarnished once they investigate.<br />
<br />
Will This Bring The Market Down?<br />
<br />
Have you been living under a rock? Nothing will ever bring the market down, nowadays.<br />
<br />
But the one thing that does bring markets down is the outflow of liquidity. What if so much of the “ponzi” credit – essentially money that was rolled over very month – is being invested directly, or indirectly, into stocks? If RBI tightens up, liquidity will pull money out of stocks, and that will hurt.<br />
<br />
Of course, this hurts the fiscal deficit since PNB has to be rescued. So bond yields are up to 7.6% and therefore we’d avoid any long term funds or bonds. Short term it will have to be.<br />
<br />
But overall, we wouldn’t worry too much. Just react, don’t predict. What would you do if stocks fell? Better to answer that than to say they will, or they will not.<br />
<br />
(And no, not buying PNB)<br />
<br />
Our View: Fix it.<br />
<br />
This is the Indian public sector banking system. Fix it.<br />
<br />
How can you have transactions on SWIFT outside CBS? Fix it.<br />
<br />
Why would you not reconcile the nostro accounts? Suspend the auditors. Fire top management. Fix it.<br />
<br />
Closing the door behind Modi, who’s already left the country, is probably useless. If you find fraud, invoke their personal guarantees, and file cases to attach their personal properties. After that, file in NCLT to make these companies insolvent. Take the hit, and try to recover.<br />
<br />
Find out more such instances where collateral cover is too low. Find out if the LoUs or LCs are just getting rolled over or is the customer actually paying back through the Indian current account. And if not, demand more collateral to avoid further spread of the ponzi.<br />
<br />
But this is quite unlikely to happen because the banking system is going to take massive hits now, and we’re going to have to deal with the fallout of really horrible systems. It’s amazing that our banks have been this lax, but they have been allowed to; with no bankers being investigated, the rot inside the banks has been ignored and instead, industrialists have been the target of outrage. It’s time to look at banks as malicious players too, and to fix that rot.</div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-71085299079828635182017-03-26T05:23:00.002-07:002017-03-26T05:23:49.689-07:00Jyotilinga Shlok<div dir="ltr" style="text-align: left;" trbidi="on">
मुझे आज भी यह सब याद है क्यों कि रोज सवेरे माँ को यह जपते सुनता रहा<br />
जब तक वह रहीं या मैं उनके साथ रहा<br />
<br />
सौराष्ट्रे सोमनाथे श्रीशैले मल्लिकार्जुनम।<br />
उज्जयिन्याम महाकालं - ओमकारं - अमलेश्वरं ॥<br />
<br />
परल्याम वैद्यनाथं च डाकिन्याम भीमशंकरं ।<br />
सेतुबन्धे तु रामेशं नागेशं दारुकावने ॥<br />
<br />
वाराणस्यां तु विश्वेशं त्रयम्बकं गोमतीतटे ।<br />
हिमालये तु केदारं घुश्मेशं शिवालये ॥<br />
<br />
एतानि ज्योतिलिंगानि सायंप्राति पठेन्नर: । <br />
सप्तजन्मकृतं पापं स्मरणं विनश्यति ॥<br />
<br />
एतेशां दर्शनादेव पातकं नैव तिष्ठति । <br />
कर्मक्षयो भवेत्तस्य यस्य तुष्टो महेश्वराः ॥ </div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-54875291298078968222017-02-02T18:28:00.000-08:002017-02-03T06:29:36.500-08:00buy Stock in Indian Market<div dir="ltr" style="text-align: left;" trbidi="on">
here is my reco list<br />
<br />
1<span class="Apple-tab-span" style="white-space: pre;"> </span>YES BANK<br />
2<span class="Apple-tab-span" style="white-space: pre;"> </span>Infosys<br />
3<span class="Apple-tab-span" style="white-space: pre;"> </span>HCL Tech<br />
4<span class="Apple-tab-span" style="white-space: pre;"> </span>LIC Housing Fin<br />
5<span class="Apple-tab-span" style="white-space: pre;"> </span>Reliance<br />
6<span class="Apple-tab-span" style="white-space: pre;"> </span>Tata Motors<br />
7<span class="Apple-tab-span" style="white-space: pre;"> </span>IGL<br />
8<span class="Apple-tab-span" style="white-space: pre;"> </span>NTPC<br />
9<span class="Apple-tab-span" style="white-space: pre;"> </span>Ashok Leyland<br />
10<span class="Apple-tab-span" style="white-space: pre;"> </span>Zee Entertain<br />
<div>
<br /></div>
</div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-33614921990640559032017-02-01T19:34:00.000-08:002017-02-02T07:36:55.112-08:00my favourite quotes<div dir="ltr" style="text-align: left;" trbidi="on">
<br /><span style="font-family: Trebuchet MS, sans-serif;"><br />1. <b>“A goal is not always meant to be reached, it often serves simply as something to aim at.”</b> – Bruce Lee</span><br />
<span style="font-family: Trebuchet MS, sans-serif;"><br />2. <b>“You are never too old to set a new goal or to dream a new dream.”</b> - C.S. Lewis<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">3. <b>“Never give up. Today is hard, tomorrow will be worse, but the day after tomorrow will be sunshine.”</b> - Jack Ma<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">4. <b>“You don’t learn to walk by following the rules. You learn by doing, and falling over.”</b> - Richard Branson<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">5. <b>“The people who are crazy enough to think they can change the world are the ones who do.”</b> - Steve Jobs<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">6. <b>“If something is important enough, even if the odds are against you, you should still do it.”</b> - Elon Musk<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">7. <b>"If you're not stubborn, you'll give up on experiments too soon. And if you're not flexible, you'll pound your head against the wall and you won't see a different solution to </b></span><span style="font-family: "Trebuchet MS", sans-serif;"><b>a problem you're trying to solve."</b> - Jeff Bezos</span><br />
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span>
<span style="font-family: Trebuchet MS, sans-serif;">8. <b>"The question I ask myself like almost every day is, '<i>Am I doing the most important thing I could be doing?</i>'”</b> - Mark Zuckerberg<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">9. <b>“You can always find a solution if you try hard enough.” </b>- Lori Greiner<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">10. <b><span style="color: red;">“A goal without a timeline is just a dream.” </span></b>- Robert Herjavec<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">11. <b>“If you want to live a happy life, tie it to a goal, not to people or things.”</b> - Albert Einstein<br /></span><br />
<span style="font-family: Trebuchet MS, sans-serif;">12. <b>“I have not failed. I’ve just found 10,000 ways that won’t work.” </b>- Thomas Edison<br /><br /></span></div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-36893169138848441222016-11-08T02:54:00.000-08:002016-11-08T02:54:52.671-08:00Bee on a flower<div dir="ltr" style="text-align: left;" trbidi="on">
<style type="text/css">.flickr-photo { border: solid 2px #000000; }.flickr-yourcomment { }.flickr-frame { text-align: left; padding: 3px; }.flickr-caption { font-size: 0.8em; margin-top: 0px; }</style><br />
<div class="flickr-frame">
An 8 years old photo, wonder how they fly. I fondly remember those days, when the photographing opportunities were in abundance..<br />
<br />
<a href="http://www.flickr.com/photos/raghu20/2300944763/" title="photo sharing"><img alt="" class="flickr-photo" src="http://farm3.static.flickr.com/2080/2300944763_c54d28590f.jpg" /></a><br />
<br />
<span class="flickr-caption"><a href="http://www.flickr.com/photos/raghu20/2300944763/">Bee on a flower</a>, originally uploaded by <a href="http://www.flickr.com/people/raghu20/">s_raghu20</a>.</span></div>
<div class="flickr-yourcomment">
It was a photo hunting day for me, June in Switzerland, perfect time of year for spring photography.<br /><br />And I found this bunch of bees hovering around this plant full of budding flowers. The colors from the flowers were great as it is, and the bees were giving the shots another dimension.<br /><br />First time for me to shoot insects, though not in the macro sense. Still, I liked it very very much.</div>
</div>
Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com1tag:blogger.com,1999:blog-1431466810773909573.post-62199256183035850652016-07-23T17:42:00.000-07:002016-11-04T07:22:05.570-07:00Links to free big-data-sets<div dir="ltr" style="text-align: left;" trbidi="on"><span style="font-family: Verdana, sans-serif;"><br /><br />Many people who are starting their journey with big data and analytics find it hard to get their hands on the right kind of data to play or experiment with. <br /><br />Most of the time, people have enthusiasm, they are learning the skill too, but they just don't have the right kind of dataset to apply their newly acquired skills.<br /><br />Democratising data has been at the forefront of discussions for many data pioneers. Through their efforts and with some re-alignment of technology priorities, some government bodies have opened up their datasets to the public.<br /><br />As a result, here is a set of links (reproduced) to some of the free sources. <br /></span><div><ol style="text-align: left;"><li><span style="font-family: Verdana, sans-serif;">Data.gov <a href="http://data.gov/">http://data.gov</a> The US Government pledged last year to make all government data available freely online. This site is the first stage and acts as a portal to all sorts of amazing information on everything from climate to crime. </span></li><li><span style="font-family: Verdana, sans-serif;">US Census Bureau <a href="http://www.census.gov/data.html">http://www.census.gov/data.html</a> A wealth of information on the lives of US citizens covering population data, geographic data and education. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.socrata.com/discover/">Socrata</a> is another interesting place to explore government-related data, with some visualisation tools built-in. </span></li><li><span style="font-family: Verdana, sans-serif;">European Union Open Data Portal <a href="http://open-data.europa.eu/en/data/">http://open-data.europa.eu/en/data/</a> As the above, but based on data from European Union institutions. </span></li><li><span style="font-family: Verdana, sans-serif;">Data.gov.uk <a href="http://data.gov.uk/">http://data.gov.uk/</a> Data from the UK Government, including the British National Bibliography – metadata on all UK books and publications since 1950. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.data.gc.ca/">Canada Open Data</a> is a pilot project with many government and geospatial datasets. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://opengovernmentdata.org/data/">Datacatalogs.org</a> offers open government data from US, EU, Canada, CKAN, and more. </span></li><li><span style="font-family: Verdana, sans-serif;">The CIA World Factbook <a href="https://www.cia.gov/library/publications/the-world-factbook/">https://www.cia.gov/library/publications/the-world-factbook/</a>Information on history, population, economy, government, infrastructure and military of 267 countries. </span></li><li><span style="font-family: Verdana, sans-serif;">Healthdata.gov <a href="https://www.healthdata.gov/">https://www.healthdata.gov/</a> 125 years of US healthcare data including claim-level Medicare data, epidemiology and population statistics. </span></li><li><span style="font-family: Verdana, sans-serif;">NHS <a href="http://www.forbes.com/health/">Health</a> and Social Care Information Centre <a href="http://www.hscic.gov.uk/home">http://www.hscic.gov.uk/home</a> Health data sets from the UK National Health Service. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.unicef.org/statistics/">UNICEF</a> offers statistics on the situation of women and children worldwide. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.who.int/en/">World Health Organization</a> offers world hunger, health, and disease statistics. </span></li><li><span style="font-family: Verdana, sans-serif;">Amazon Web Services public datasets <a href="http://aws.amazon.com/datasets">http://aws.amazon.com/datasets</a> Huge resource of public data, including the 1000 Genome Project, an attempt to build the most comprehensive database of human genetic information and <a href="http://www.forbes.com/companies/nasa">NASA</a> ’s database of satellite imagery of Earth. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.forbes.com/companies/facebook">Facebook</a> <a href="http://www.forbes.com/companies/facebook">FB +0.32%</a> Graph <a href="https://developers.facebook.com/docs/graph-api">https://developers.facebook.com/docs/graph-api</a> Although much of the information on users’ Facebook profile is private, a lot isn’t – Facebook provide the Graph API as a way of querying the huge amount of information that its users are happy to share with the world (or can’t hide because they haven’t worked out how the privacy settings work). </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://face.com/">Face.com</a>: A fascinating tool for facial recognition data. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.stat.ucla.edu/data/">UCLA</a> makes some of the data from its courses public. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://datamarket.com/">Data Market</a> is a place to check out data related to economics, healthcare, food and agriculture, and the automotive industry. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.google.com/publicdata/directory">Google Public data explorer</a> includes data from world development indicators, OECD, and human development indicators, mostly related to economics data and the world. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.junar.com/">Junar</a> is a data scraping service that also includes data feeds. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://buzzdata.com/content/">Buzzdata</a> is a social data sharing service that allows you to upload your own data and connect with others who are uploading their data. </span></li><li><span style="font-family: Verdana, sans-serif;">Gapminder <a href="http://www.gapminder.org/data/">http://www.gapminder.org/data/</a> Compilation of data from sources including the World Health Organization and World Bank covering economic, medical and social statistics from around the world. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.forbes.com/companies/google">Google</a> <a href="http://www.forbes.com/companies/google">GOOGL +0.66%</a> Trends <a href="http://www.google.com/trends/explore">http://www.google.com/trends/explore</a> Statistics on search volume (as a proportion of total search) for any given term, since 2004. </span></li><li><span style="font-family: Verdana, sans-serif;">Google Finance <a href="https://www.google.com/finance">https://www.google.com/finance</a> 40 years’ worth of stock market data, updated in real time. </span></li><li><span style="font-family: Verdana, sans-serif;">Google Books Ngrams <a href="http://storage.googleapis.com/books/ngrams/books/datasetsv2.html">http://storage.googleapis.com/books/ngrams/books/datasetsv2.html</a>Search and analyze the full text of any of the millions of books digitised as part of the Google Books project. </span></li><li><span style="font-family: Verdana, sans-serif;">National Climatic Data Center <a href="http://www.ncdc.noaa.gov/data-access/quick-links#loc-clim">http://www.ncdc.noaa.gov/data-access/quick-links#loc-clim</a> Huge collection of environmental, meteorological and climate data sets from the US National Climatic Data Center. The world’s largest archive of weather data. </span></li><li><span style="font-family: Verdana, sans-serif;">DBPedia <a href="http://wiki.dbpedia.org/">http://wiki.dbpedia.org</a> Wikipedia is comprised of millions of pieces of data, structured and unstructured on every subject under the sun. DBPedia is an ambitious project to catalogue and create a public, freely distributable database allowing anyone to analyze this data. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.forbes.com/companies/new-york-times">New York Times</a> <a href="http://developer.nytimes.com/docs">http://developer.nytimes.com/docs</a> Searchable, indexed archive of news articles going back to 1851. </span></li><li><span style="font-family: Verdana, sans-serif;">Freebase <a href="http://www.freebase.com/">http://www.freebase.com/</a> A community-compiled database of structured data about people, places and things, with over 45 million entries. </span></li><li><span style="font-family: Verdana, sans-serif;">Million Song Data Set <a href="http://aws.amazon.com/datasets/6468931156960467">http://aws.amazon.com/datasets/6468931156960467</a> Metadata on over a million songs and pieces of music. Part of Amazon Web Services. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://archive.ics.uci.edu/ml/index.html">UCI Machine Learning Repository</a> is a dataset specifically pre-processed for machine learning. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://fisher.osu.edu/fin/fdf/osudata.htm">Financial Data Finder at OSU</a> offers a large catalog of financial data sets. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.pewinternet.org/datasets/">Pew Research Center</a> offers its raw data from its fascinating research into American life. </span></li><li><span style="font-family: Verdana, sans-serif;"><a href="http://www.broadinstitute.org/cgi-bin/cancer/datasets.cgi">The BROAD Institute </a>offers a number of cancer-related datasets. </span></li></ol><div><span style="font-family: Verdana, sans-serif;"><br />Credit to Forbes article at<br /><br />http://www.forbes.com/sites/bernardmarr/2016/02/12/big-data-35-brilliant-and-free-data-sources-for-2016/#5b2a54cf6796<br /></span></div></div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com5tag:blogger.com,1999:blog-1431466810773909573.post-70291514862650831952015-06-19T07:59:00.000-07:002016-11-04T07:22:05.643-07:00Teradata Data type abbreviation - described<div dir="ltr" style="text-align: left;" trbidi="on"><div class="WordSection1"><span style="font-family: Trebuchet MS, sans-serif;">Teradata data types (as reported in DBC.Columns.ColumnType can be cryptic and not always easy to remember. Here's a ready reckoner - </span></div><div class="WordSection1"><span style="font-family: Trebuchet MS, sans-serif;"><br /></span><table border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 4.65pt; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt; mso-yfti-tbllook: 1184; width: 379px;"><tbody><tr style="height: 15pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 15pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><b><span style="font-family: Trebuchet MS, sans-serif;">Abbreviation<o:p></o:p></span></b></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><b><span style="font-family: Trebuchet MS, sans-serif;">Equivalent English :)<o:p></o:p></span></b></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 1;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">A1<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">ARRAY <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 2;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">AN<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">MULTI-DIMENSIONAL ARRAY <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 3;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">AT<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">TIME <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 4;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">BF<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">BYTE <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 5;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">BO<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">BLOB <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 6;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">BV<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">VARBYTE <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 7;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">CF<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">CHARACTER <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 8;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">CO<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">CLOB <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 9;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">CV<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">VARCHAR <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 10;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">D<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">DECIMAL <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 11;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">DA<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">DATE <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 12;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">DH<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL DAY TO HOUR<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 13;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">DM<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL DAY TO MINUTE<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 14;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">DS<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL DAY TO SECOND<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 15;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">DY<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL DAY <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 16;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">F<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">FLOAT <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 17;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">HM<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL HOUR TO MINUTE<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 18;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">HS<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL HOUR TO SECOND<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 19;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">HR<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL HOUR <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 20;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">I<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTEGER <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 21;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">I1<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">BYTEINT <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 22;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">I2<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">SMALLINT <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 23;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">I8<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">BIGINT <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 24;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">JN<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">JSON <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 25;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">MI<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL MINUTE <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 26;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">MO<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL MONTH <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 27;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">MS<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL MINUTE TO SECOND<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 28;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">N<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">NUMBER <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 29;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">PD<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">PERIOD(DATE) <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 30;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">PM<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">PERIOD(TIMESTAMP WITH TIME ZONE)<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 31;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">PS<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">PERIOD(TIMESTAMP) <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 32;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">PT<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">PERIOD(TIME) <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 33;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">PZ<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">PERIOD(TIME WITH TIME ZONE)<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 34;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">SC<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL SECOND <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 35;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">SZ<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">TIMESTAMP WITH TIME ZONE<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 36;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">TS<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">TIMESTAMP <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 37;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">TZ<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">TIME WITH TIME ZONE<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 38;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">UT<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">UDT Type <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 39;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">XM<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">XML <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 40;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">YM<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL YEAR TO MONTH<o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 41;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">YR<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">INTERVAL YEAR <o:p></o:p></span></div></td></tr><tr style="height: 15pt; mso-yfti-irow: 42; mso-yfti-lastrow: yes;"><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 70.4pt;" valign="bottom" width="94"><div align="center" class="MsoNormal" style="margin-bottom: 0pt; text-align: center;"><span style="font-family: Trebuchet MS, sans-serif;">=++<o:p></o:p></span></div></td><td nowrap="" style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15pt; mso-border-bottom-alt: solid windowtext .5pt; mso-border-right-alt: solid windowtext .5pt; padding-bottom: 0cm; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0cm; width: 213.85pt;" valign="bottom" width="285"><div class="MsoNormal" style="margin-bottom: 0pt;"><span style="font-family: Trebuchet MS, sans-serif;">TD_ANYTYPE <o:p></o:p></span></div></td></tr></tbody></table><div class="MsoNormal"><br /></div></div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-35868186559826370442015-05-06T13:52:00.000-07:002016-11-04T07:22:05.683-07:00Hadoop Meetup on the sidelines of Strata Hadoop Conference - Part 2<div dir="ltr" style="text-align: left;" trbidi="on"><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Read part 1 of this <a href="http://tech.sraghav.in/2015/05/hadoop-meetup-on-sidelines-of-strata.html">here</a><br /><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Day 2 of the meetup was equally exciting, if not better. Lined up were talks from Qubit and Google, William Hill (a surprise for me - more later on that) and then PostCodeAnywhere, all very exciting from the synopsis.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Google & Qubit showcased basically a stream processing engine, with pluggable components, many of them can be written in different technologies and programming languages.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Of course Google Cloud Data flow is much more than just a stream processing engine, however, for real time data ingestion perspective, that feature is pretty significant. </div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">A completely managed system, it woks on the publish-subscribe (pub-sub) model. As Reza put it, “pub-sub is not just data delivery mechanism, its used as a glue to hold the complete system together”. Pluggable components is another differentiator for Google’s offering, in today’s demo they showcased bigtable as one of the consumers at the end.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">From my own knowledge of stream processing, which is not significant in anyway, i could relate to many similarities with IBM’s info sphere streams and some with apache kafka. However, a question around comparisons with these sites remained unanswered from Google (though in very good spirit, in a chat with the speaker Reza later on, it came out as more of a philosophical question avoidance than anything else).</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">The william hill talk (by Peter Morgan, their head of engineering), was a genuine surprise, at least for me. Perhaps due to my ignorance, due to which i didn't realize, their systems are far more sophisticated and load bearing than I would have imagined. As an example, they process 160TB of data through their systems on a daily basis.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Including many complexities managed through their system are their main components, the betting engine, the settlement engine among others. </div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">William Hill supports an open API as well, enabling app developers to pick up data elements and innovate. However, for obvious reasons, very limited data is thrown open in the public domain. Would that be a deterrent for app developers ? not having enough data ? For example, if i would want to report in an app, who’s betting on a certain game, cross referenced with geo location data .. I cant do that, since William hill doesn't publish demographic data. I personally feel alright with it, there are possibilities that many of those data elements can be used in ways to influence the betting system itself, becoming counter-productive.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">I would imagine their IT systems to be one of the top notch systems around the place, to be able to manage such data volumes, with such speeds and accuracy. Commendable job. I would probably write exclusively on their architecture once i get my hands on the presentation slides (couple of days may be).</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">The talk from PostCodeAnywhere was more educative to me, personally. Got to understand a bit about Markov Models, chains and how they can be used for machine Learning. Very interesting stuff there too.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Apache Spark is being seen more and more as the tool to be perform analytics on the fly, specially on large volumes of data. It would be very interesting to see how R and python analytical capabilities compare with what spark offers.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Speaking to another attendee today, it came out the people prefer to use R more and more for massaging and cleansing purposes, however, its not seen as fit for heavy lifting required for performing real analytic and/or predictive pieces. For these areas, people still prefer to use Python.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><br /><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">IBM’s bigR is a possible contender for the job, where they talk about having optimised R for a hadoop cluster and have enabled it to work on top of hdfs. However, bigR is not open source and that could be its biggest challenge in adoption.</div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-78363557019045013112015-05-06T00:48:00.000-07:002016-11-04T07:22:05.707-07:00Hadoop Meetup on the sidelines of Strata Hadoop Conference - Part 1<div dir="ltr" style="text-align: left;" trbidi="on"><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Not being able to make it up to the Main conference (Strata Hadoop London 2015), the evening meet-ups were the consolation pieces of getting in touch as much as possible.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">In my view, these conferences/events often help one to get to know about the recent developments in the space, mostly showcasing whats being done with a given technology, whats coming up (future developments, innovations) and people's experiences with the technology, both good (the famous savings use cases) and bad (challenges faced in achieving production readiness, if ever).</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Last evening, on day 1 of the conference, I ended up attending one of the meet-ups. It was particularly useful for me, for couple of reasons.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">There was a talk on the new execution engine for hive, i.e. hive running on spark. Always keen on internal workings of a complex piece of software (or hardware for that matter), i was very happy to be able to listen in directly from the person responsible for much of development on hive. I have an audio recording of the whole talk, though I am hopeful that the conference organizers shall put up the video on their website anyway.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">When Phill talked about his experiences on getting hadoop on its feet and how they orchestrated hadoop as a PaaS within BT was something insightful, (they seem to call it HaaS there). it showed two things to me - architects' always have to "find the funding" for innovations and new tech to be brought in to the organization :) Also, Security on hadoop is "doable", as his use case proved to be. There are reliable tools and solutions which can help achieve Enterprise level security for a hadoop cluster.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Another interesting talk was Dato's. Dato is a machine learning/modelling tool, which claims to be fairly quick than many others, allows the data to be consumed in-place (like hadoop) and supports hdfs integration. I am sure to follow up on Dato with the organization. for me its one of the key problems of the future, where data is too much and the modelling algorithm has to be enabled to consume data for training sets in-place, since its just not practical to move tera/petabytes of data to where program is. IBM BigR is doing something similar as well.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><br /><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Finally, another interesting talk was from Big Data Boards team. they talked about how they are building cluster hardware for hosting small hadoop clusters. Interesting proposition there, to have your own hadoop cluster running on a desk in a corner of your office. no need of going over to the likes of aws for hosting the cluster. They say that many universities etc are already using the clusters they made for real life experiments. very interesting space for me.</div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-88397850863205394032015-04-04T00:49:00.000-07:002016-11-04T07:22:05.733-07:00Data Sets<div dir="ltr" style="text-align: left;" trbidi="on"><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;">Some of the publicly available datasets are listed here. This is a continuously evolving page, and therefore might not always be 100% up-to-date. For licensing information, please refer to each datasets’ own licensing page. I take no responsibility for the licensing/distribution of the datasets.</div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;"><b>1. Amazon’s Ratings dataset</b></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;"><a href="http://jmcauley.ucsd.edu/data/amazon/">http://jmcauley.ucsd.edu/data/amazon/</a></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px; min-height: 19px;"><br /></div><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;"><b>2. imdb movies dataset</b></div><br /><div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; font-size: 16px;"><a href="http://www.imdb.com/interfaces">http://www.imdb.com/interfaces</a><br /><br /><b>3. London Transport Data - tfl</b><br /><br /><a href="http://www.tfl.gov.uk/info-for/open-data-users/our-feeds?intcmp=3671#on-this-page-0">http://www.tfl.gov.uk/info-for/open-data-users/our-feeds?intcmp=3671#on-this-page-0</a><br /><br /></div><div><br /></div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-75720771694762833842015-03-30T14:13:00.000-07:002016-11-04T07:24:44.935-07:00Kaka's imagination - his first story<div dir="ltr" style="text-align: left;" trbidi="on"><span style="font-family: Verdana, sans-serif;">Vinayak, my year old has started weaving his own stories. Here is one, probably the first documented one. Its his imagination, his narration, i have just been a scribe, verbatim - its all his his words, as written on a sheet of paper </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">==================================</span><br /><span style="font-family: Verdana, sans-serif;">ones upon a time there was a Lion called Don. He was the baddest King in the forest. He ate everyone in the forest. Then a empire had a rule. He said to Don that whenever He saw somebody He will say to him that he will eat Him the next week.</span><br /><span style="font-family: Verdana, sans-serif;">Everybody was happy. they cheered. Soon somebody was going his home the week had begin</span><br /><span style="font-family: Verdana, sans-serif;">One clever rabbit had an idea. He had 4 friends. one was the crocodile called <b>Likey, </b>an elephant called <b>Wes, </b>and a tiger called <b>lotty </b> and <b>shonny</b> the deer<b>. </b>they made an idea to make the lion a good lion.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">the plan was that the rabbit came to behave as dead first but he said to the lion to close his eyes. Then the elephant will come to squash his neck with his trunk. then the crocodile will come to eat this legs. then when the lion would open his eyes the tiger right away jumped on his tummy and would not let him see them. then the tiger will become good so that forest can be saved.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">when his idea worked the Lion said sorry to everyone. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">============= the end ===================</span></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-13372643244774676812015-02-26T23:06:00.000-08:002016-11-04T07:24:44.968-07:00dedicated to daughters<div dir="ltr" style="text-align: left;" trbidi="on"><div class="_5rgt" data-gt="{"tn":"*s"}" data-sigil="mfeed_pivots_message" style="margin: 8px 0px; padding: 0px 10px; position: relative;">~~~~</div><div class="_5rgt" data-gt="{"tn":"*s"}" data-sigil="mfeed_pivots_message" style="margin: 8px 0px; padding: 0px 10px; position: relative;"><span style="font-size: 14px; line-height: 18px;">..बेटियाँ..</span><span style="font-size: 14px; line-height: 18px;"> </span></div><div class="_5rgt" data-gt="{"tn":"*s"}" data-sigil="mfeed_pivots_message" style="margin: 8px 0px; padding: 0px 10px; position: relative;"><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..पीहर आती है..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..अपनी जड़ों को सींचने के लिए..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..तलाशने आती हैं भाई की खुशियाँ..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..वे ढूँढने आती हैं अपना सलोना बचपन..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..वे रखने आतीं हैं..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..आँगन में स्नेह का दीपक..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..बेटियाँ कुछ लेने नहीं आती हैं पीहर..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">~~~</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..बेटियाँ..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..ताबीज बांधने आती हैं दरवाजे पर..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..कि नज़र से बचा रहे घर..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..वे नहाने आती हैं ममता की निर्झरनी में..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..देने आती हैं अपने भीतर से थोड़ा-थोड़ा सबको..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..बेटियाँ कुछ लेने नहीं आती हैं पीहर..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">~~~</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..बेटियाँ..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..जब भी लौटती हैं ससुराल..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..बहुत सारा वहीं छोड़ जाती हैं..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..तैरती रह जाती हैं..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..घर भर की नम आँखों में..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..उनकी प्यारी मुस्कान..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..जब भी आती हैं वे, लुटाने ही आती हैं अपना वैभव..</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">..बेटियाँ कुछ लेने नहीं आती हैं पीहर..<i class="m_fbEmoji_icon m_fbEmoji_size_16 img sp_uUw4or6TUXU sx_798f1c" style="-webkit-user-select: none; background-image: url(https://fbstatic-a.akamaihd.net/rsrc.php/v2/yt/r/1Iuh2Zm391i.png); background-position: 0px -1309px; background-repeat: no-repeat; background-size: auto; border: 0px; display: inline-block; height: 16px; vertical-align: top; width: 16px;"></i></div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">Dear Papa....</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;"><br /></div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"बेटी" बनकर आई हु माँ-बाप के जीवन में,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">बसेरा होगा कल मेरा किसी और के आँगन में,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">क्यों ये रीत "रब" ने बनाई होगी,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"कहते" है आज नहीं तो कल तू "पराई" होगी,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"देके" जनम "पाल-पोसकर" b</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">जिसने हमें बड़ा किया,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">और "वक़्त" आया तो उन्ही हाथो ने हमें "विदा" किया,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"टूट" के बिखर जाती हे हमारी "ज़िन्दगी " वही,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">पर फिर भी उस "बंधन" में प्यार मिले "ज़रूरी" तो नहीं,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">क्यों "रिश्ता" हमारा इतना "अजीब" होता है,</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">क्या बस यही "बेटियो" का "नसीब" होता हे??</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;"><br /></div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"Papa" Says"...</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">**************</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">बहुत "चंचल" बहुत</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"खुशनुमा " सी होती है "बेटिया".</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"नाज़ुक" सा "दिल" रखती है "मासूम" सी होती है "बेटिया".</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"बात" बात पर रोती है</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"नादान" सी होती है "बेटिया".</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"रेहमत" से "भरपूर"</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"खुदा" की "Nemat" है "बेटिया".</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"घर" महक उठता है</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">जब "मुस्कराती" हैं "बेटिया".</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"अजीब" सी "तकलीफ" होती है\</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">जब "दूसरे" घर जाती है "बेटियां".</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"घर" लगता है सूना सूना "कितना" रुला के "जाती" है "बेटियां"</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"ख़ुशी" की "झलक"</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"बाबुल" की "लाड़ली" होती है "बेटियां"</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">ये "हम" नहीं "कहते"</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">यह तो "रब " कहता है. . क़े जब मैं बहुत खुश होता हु तो "जनम" लेती है</div><div style="font-family: Roboto, 'Droid Sans', Helvetica, sans-serif; font-size: 14px; line-height: 18px;">"प्यारी सी बेटियां"</div><div><br /></div></div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-28890756843528157732015-02-22T14:17:00.000-08:002016-11-04T07:22:05.756-07:00Weighted trust graph for authentication<div dir="ltr" style="text-align: left;" trbidi="on"><span style="font-family: Verdana, sans-serif;">During the hackathon (discussed in earlier post), I met with Gary. He had come in to be play mentor, but since he couldn't devote enough time, ended up being a guest.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">After engaging Neo4J in few meetups and understanding the database a bit, i was contemplating using Graph databases for authentication. It might have consequent applications in fraud analytics too, where graph databases are used already[1]</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">During the discussion on the idea, Gary suggested to mould the idea differently and possibly using Trust networks/graphs, wherein each node (entities i.e. people, organisations etc) are related to each other through weighted directed relationships. The weight of this relationship can be deduced in multiple ways, e.g. by periodic algorithms similar to search engine ranking algorithms or by asking people their trust level of others on a scale of 1 to x. x being a hypothetical standard scale that can be used as a yardstick across the network for determining level of trust.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">While researching some more, I found that similar research has been done in this space [2], though applications are few to come by.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">It was also pointed out in the discussion that banks don't really have a huge interest in preventing this crime. the view was, since banks already provision for certain amount in their balance sheets for these "potential" thefts, they don't really bother so much.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">I believe that the financial institutions as a single unit need to attack these fraud crimes by joining hands and leveraging best of research and technology for minimising the crime. The technology exists for providing unto the moment information on these events, some more innovation and research is needed that can bring together the whole picture and look like a "<b><span style="color: red;">solution</span></b>"</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif; font-size: xx-small;"><br /></span><span style="font-family: Verdana, sans-serif; font-size: xx-small;"><br /></span><span style="font-family: Verdana, sans-serif; font-size: xx-small;">[1]<a href="http://info.neotechnology.com/rs/neotechnology/images/Fraud%20Detection%20Using%20GraphDB%20-%202014.pdf?_ga=1.182367911.1656585956.1417700858">http://info.neotechnology.com/rs/neotechnology/images/Fraud%20Detection%20Using%20GraphDB%20-%202014.pdf?_ga=1.182367911.1656585956.1417700858</a></span><br /><span style="font-family: Verdana, sans-serif; font-size: xx-small;">[2]<a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.212.9978&rep=rep1&type=pdf">http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.212.9978&rep=rep1&type=pdf</a></span></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-67411856906439790952015-02-18T07:42:00.000-08:002016-11-04T07:24:45.011-07:00Ganesh ji aarati - Shendur laal chaadaayo<div dir="ltr" style="text-align: left;" trbidi="on"><div style="background-color: transparent; border: medium none; color: black; overflow: hidden; text-align: left; text-decoration: none;">शेंदुर लाल चढायो अच्छा गजमुख को <br />दोंदिल लाल बिराजे सुत गौरीहर को <br />हाथ लिए गुण लड्डू साई सुरवर को <br />महिमा कहे न जाए लागत हूँ पद को <br />जय देव जय देव<br /><br /></div><div style="background-color: transparent; border: medium none; color: black; overflow: hidden; text-align: left; text-decoration: none;"><br />जय देव जय देव<br />जय जय जी गणराज विद्यासुखदाता<br />धन्य तुम्हारोदर्शन मेरा मन रमता<br />जय देव जय देव<br />जय देव जय देव<br /><br /><br /><br /></div><div style="background-color: transparent; border: medium none; color: black; overflow: hidden; text-align: left; text-decoration: none;">भावभगत से कोई शरणागत आवे<br />सम्पति संतति सबही भरपूर पावे<br />ऐसे तुम महाराज मुझको अति भावे<br />गोसावीनंदन निशिदिन गुण गावे<br />जय देव जय देव<br /><br />जय देव जय देव<br />जय जय जी गणराज विद्यासुखदाता<br />धन्य तुम्हारोदर्शन मेरा मन रमता<br />जय देव जय देव<br />जय देव जय देव<br /><div><br /></div>घालिन लोताङ्गन वंदिन चरण डोळ्यांनी पाहीं रूप तुझे ।<br />प्रेम आलिङ्गिन आनंदन पूजिन भावें ओवाळीं म्हाने नमा । ।<br /><br />त्वमेव माता पिता त्वमेव बन्धुश्च सखा त्वमेव ।<br />त्वमेव विद्या द्रविणं त्वमेव, त्वमेव सर्वं मम देव देव । ।<br /><br /><br />काएं वाच मनसेंद्रियैर्वा बुद्ध्यात्मना वा प्रकृतिस्वभावा ।<br />करोमि यद्यत् सकलं पारसमई नारायणायेति समर्पयामि । ।<br /><br />अच्युतम केशवं रामनारायणं कृष्ण दामोदरं वासुदेवं हरि ।<br /><div>श्रीधरम माधवं गोपिकावल्लभं जानकीनायकं रामधरान्द्रम भजे । ।<br /><br /></div><div>हरे राम हरे राम, राम राम हरे हरे </div><div>हरे कृष्ण हरे कृष्ण, कृष्ण कृष्ण हरे हरे । </div><div><br /><div><div>हरे राम हरे राम, राम राम हरे हरे </div><div>हरे कृष्ण हरे कृष्ण, कृष्ण कृष्ण हरे हरे ।<br /><br /><div>हरे राम हरे राम, राम राम हरे हरे </div><div>हरे कृष्ण हरे कृष्ण, कृष्ण कृष्ण हरे हरे । </div></div></div></div></div></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-49159477442050870382015-02-17T11:12:00.000-08:002016-11-04T07:24:45.032-07:00Rudhraashtak - Namamee shameeshan Nirvan roopam<div dir="ltr" style="text-align: left;" trbidi="on"><div class="separator" style="clear: both; text-align: center;"><span style="color: red; font-family: Verdana, sans-serif; font-size: x-large;"><b>Rudrashtak</b></span></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;">Namaameeshameeshaan nirvana roopam, vibhum vyaapakam brahma veda swaroopam</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinK49tFiWjZTLwNVRFjhYDe3UFFZ2xgluPrMCJEStsM7N75l_rTpBQ9o5dXrnQx4F3j3D80-p1sHWIv96SUwjIdGGw_Ty3EIQycKQMOIarAKBGSUK2luwPI5cOiz1OSDiImhObKK84zO0/s1600/1506919_10153121282219122_3655735325694956648_n.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinK49tFiWjZTLwNVRFjhYDe3UFFZ2xgluPrMCJEStsM7N75l_rTpBQ9o5dXrnQx4F3j3D80-p1sHWIv96SUwjIdGGw_Ty3EIQycKQMOIarAKBGSUK2luwPI5cOiz1OSDiImhObKK84zO0/s1600/1506919_10153121282219122_3655735325694956648_n.jpg" height="640" width="622" /></a></div><br /></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-77740550440217697772015-02-16T14:53:00.000-08:002016-11-04T07:22:05.778-07:00Hackathon - Fintechathon<div dir="ltr" style="text-align: left;" trbidi="on"><span style="font-family: Verdana, sans-serif;">A hackathon is a <b><u><span style="color: red;">hack</span></u></b>ing mar<b><u><span style="color: red;">athon </span></u></b>wherein many people are invited to attack problems around a theme. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">I recently attended a hackathon over the valentines weekend. Organised by StartupBootCamp Fintech, it was attended by about 100 people. Many ideas, many teams, some partners i.e. corporates with their own challenges. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">I was initially team less, but then found some others who were in in my situation. We formed a team, around my favourite topic, data analytics. We had two business development guys, Adam and Oksana, two java programmers, Nelson and Nick, and a mobile app developer Vlad. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">Hackathon teams are formed around ideas, wherein someone with an idea takes on the ownership, and the collects the team around it. Things are focussed from moment one, and the march forward is fairly disciplined and fast, thats why the name hackathon... keep hacking, for long, long days and nights.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">We, had the other way round.. all of us were teamless and therefore put together as a team. We had no idea to start with. As a result of that, we spent better part of the friday evening and saturday zeroing on the problem to attack. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">Finally we decided to go ahead with an data analytics piece. I won't chalk out the details here, but its something that the marketing guys always love and like. To know when their customers are off to a life event, and therefore could be offered some product.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">By Sunday morning, we had lost two team members, one to a different idea and one to sleep. Vlad hadn't slept in 4 nights, so he kept sleeping much of Sunday.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">As a result, we ended up a team without anyone who could do any UI design, and therefore only some backend API calls, some analytics pieces and nothing to show off.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">The result was that, we couldn't show any working model in our pitch presentation and had to contend with a presentation only, which tried to describe our idea to the judges.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">Of course we lost, but then it was a very nicely spent weekend, met some very nice people, made some contacts, and possibly a future for the idea.</span></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com2tag:blogger.com,1999:blog-1431466810773909573.post-71032193730778761652015-01-31T15:07:00.000-08:002016-11-04T07:22:05.799-07:00Playing with R<div dir="ltr" style="text-align: left;" trbidi="on"><span style="font-family: Verdana, sans-serif;">Since early 2013, when I got to know of possible online learning for R through<a href="http://www.coursera.com/" target="_blank"> www.coursera.com</a>, I have been a fan of this language.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">My teachers in college would probably not like to hear this, but I was never a great Statistics student, it was always a "passing" requirement during my studies. However, when I learned about R and did some experimental work with R, i found that stats is indeed a very interesting and powerful mathematical tool. And with R i found it fun too, which in my personal opinion is the root of an ongoing learning process. If learning is not fun, it stops. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">For me, laying my hands on <a href="http://www.rstudio.com/" target="_blank">RStudio</a> was the best thing that happened to me around the statistics learning curve. The tool makes your R learning curve so much more easy and possible, the college could never do that.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">As an example, in college we could never realise real life examples and uses of regression, curve fitting etc. However, now using R, it all makes so much more sense and with lot of ease. </span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">I can't put a finger on the clear reason, whether the years have added that capacity to understand the subject, or the very fact that today these kinds of tools exist which let you explore that area with so much straightforward ease, but the fact remains. It has become so much easy, relatively, to get your hands on the power of statistics and analytics with tools like.</span><br /><span style="font-family: Verdana, sans-serif;"><br /></span><span style="font-family: Verdana, sans-serif;">Thats probably one reason, why i am getting more and more inclined towards data analytics. Its a very powerful and interesting area, with huge potential towards shaping our future.</span></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-71384853377062366622014-05-26T04:44:00.000-07:002016-11-04T07:22:05.844-07:00Can we rollback the Truncate, Drop, and Delete command deleted data?<div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" style="text-align: left;" trbidi="on"><div class="MsoNormal"><span style="font-family: Arial, Helvetica, sans-serif;">Here we talk about the concept of truncate, drop and delete commands and whether they can be rollback, if so, how and when !!</span><br /><span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;">Yesterday I was working on this and see if we use the truncate command in transaction, we can rollback the data. One more thing if we perform delete command outside the transaction, we can’t rollback the data.</span><br /><span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;">Let’s try this…</span><br /><span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;">Suppose I have a table dbo.Employee with three column- Id, Name, and Salary.</span> <br /><pre><code>CREATE TABLE [dbo].Employee(<br /> Id [int] NULL,<br /> Name [varchar](50) NULL,<br /> Salary [Int] NULL<br />)<br /></code></pre></div></div></div><span style="font-family: Arial, Helvetica, sans-serif;">Insert the values into the db.Employee table</span> <br /><pre><code>INSERT INTO dbo.Employee VALUES(1,'Employee1',10000)<br />INSERT INTO dbo.Employee VALUES (2,'Employee2',20000)<br />INSERT INTO dbo.Employee VALUES (3,'Employee3',30000)<br />INSERT INTO dbo.Employee VALUES (4,'Employee4',10000)<br />INSERT INTO dbo.Employee VALUES (5,'Employee5',30000)</code><br /></pre><span style="font-family: Arial, Helvetica, sans-serif;">Now I have a five rows in table</span><br /><span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><code>SELECT * FROM dbo.Employee</code></span><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWSVQgzUhTyslhOJG5zrJO4OUj760u26_tEUD1K9YTK_Qv7K0zSG0t0iF3RVo0kb3oOs7TeRvMXwOmsZ-bSi7QIf7Alq44w1VEMQP9JwWELVqMuRA32GkvQI-Q3IfJrkZG2Xj6Z1J2ejY/s1600/May24_2014_1.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWSVQgzUhTyslhOJG5zrJO4OUj760u26_tEUD1K9YTK_Qv7K0zSG0t0iF3RVo0kb3oOs7TeRvMXwOmsZ-bSi7QIf7Alq44w1VEMQP9JwWELVqMuRA32GkvQI-Q3IfJrkZG2Xj6Z1J2ejY/s1600/May24_2014_1.png" /></a></div><span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <span style="font-family: Arial, Helvetica, sans-serif;"><br /></span><br /><span style="font-family: Arial, Helvetica, sans-serif;"><br /></span> <br /><div style="text-align: left;"><span style="font-family: Arial, Helvetica, sans-serif;">Now we perform the delete command in Transaction and then select command</span></div><pre>BEGIN TRAN<br />DELETE FROM dbo.Employee WHERE ID = 2<br />ROLLBACK<br /><br />SELECT * FROM dbo.Employee<br /></pre><div style="text-align: left;"><span style="font-family: Arial, Helvetica, sans-serif;"></span></div><div style="text-align: left;"><span style="font-family: Arial, Helvetica, sans-serif;">Output:</span></div><div style="text-align: left;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWSVQgzUhTyslhOJG5zrJO4OUj760u26_tEUD1K9YTK_Qv7K0zSG0t0iF3RVo0kb3oOs7TeRvMXwOmsZ-bSi7QIf7Alq44w1VEMQP9JwWELVqMuRA32GkvQI-Q3IfJrkZG2Xj6Z1J2ejY/s1600/May24_2014_1.png" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-right: 1em; text-align: center;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWSVQgzUhTyslhOJG5zrJO4OUj760u26_tEUD1K9YTK_Qv7K0zSG0t0iF3RVo0kb3oOs7TeRvMXwOmsZ-bSi7QIf7Alq44w1VEMQP9JwWELVqMuRA32GkvQI-Q3IfJrkZG2Xj6Z1J2ejY/s1600/May24_2014_1.png" /></a></div><div style="text-align: left;"><br /></div><span style="font-family: Arial, Helvetica, sans-serif;">But again I run the select command then I get the same result as previous select statement (i.e 5).</span><br /><span style="font-family: Arial, Helvetica, sans-serif;">Now I perform the Truncate command in Transaction, Let see what happen.</span><br /><pre>BEGIN TRAN<br />TRUNCATE TABLE dbo.Employee<br />ROLLBACK</pre><span style="font-family: Arial, Helvetica, sans-serif;">Now again I run the select command and got the same rows and same result, if same thing we do with Drop command that will also give same result.</span><br /><span style="font-family: Arial, Helvetica, sans-serif;">It means If we use the Delete, Truncate, and Drop command with Transaction, we can rollback the data and if we perform all three command outside the Transaction we can’t rollback.</span><br /><span style="font-family: Arial, Helvetica, sans-serif;"></span><br /><span style="font-family: Arial, Helvetica, sans-serif;">One more thing I have to add in this article, we can’t rollback the data but we can restore the data from the Transaction_log, if we use the delete command. We can’t restore the data if we use the truncate or drop command. How and Why read in next article.</span><br /><br /><span style="font-family: Arial, Helvetica, sans-serif;">In summary, </span><br /><span style="font-family: Arial, Helvetica, sans-serif;">We can rollback the DDL and DML commands, if all these commands are in transaction. We can only restore the DML commands data.</span><span style="font-family: Arial, Helvetica, sans-serif;"> </span> </div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0tag:blogger.com,1999:blog-1431466810773909573.post-50899748585261754582014-05-22T01:53:00.000-07:002016-11-04T07:22:05.891-07:00Difference between Char, Varchar, and nVarchar data type in SQL Server <div dir="ltr" style="text-align: left;" trbidi="on"><span style="font-size: x-small;"><br /></span><br /><div class="MsoNormal"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">In real world everyone has different need and requirement, why we use the same data type to store different types of value. What is the actual difference between Char, Varchar and nVarchar data type. </span></div><div class="MsoNormal"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal"><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";">Char DataType</span></u></b></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Char datatype which is used to store the fixed length, non-unicode characters data. </span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Suppose if we declared char (50) it will allocates memory for 50 characters. Once we declare char (50) and </span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">if we enter fewer than the number of characters defined (i.e. 6), the remaining length will be space filled to the right.</span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"> it means other 44 characters of memory will be wasted. </span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Now we look in the query, How will it effect.</span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><img alt="" 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" /> </span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"> </span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Output of this Select Statement:</span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnMAAADYCAIAAAAPlvJdAAAgAElEQVR4nOzdd1gU6b4v+nXvPc+959n3nufsZ5+997Oevc/Z66xw1t5rzQqzZmbNjAnTiKOiYs4CkqOKgIIKSE7dTQYJgmAgI0EBA1Ek50wDTTd0zlVdVZ3f+wfoiAIi9oyyzu/z/P6g6QpvBfpLVVfV+zMEAAAAANP52cduAAAAAPA3ZT5Z8wEAAADwYRYkqwIAAAAAH2ZBsioBAAAA8GEWJCtFkmuyKArHcblc/rH/TQEAAAAWHrPmF5atxbp7v2RkdJyiSOxvgfJj7xIAAAA+yIJknZicXouVV1j++Gk9hmMikXitl0wm+9i7BAAAgA+yIFnXqNa2Lnrszdy7RTl3CnPuFObeLbpzv+Tua3Uvr/Tu/ZLbdwpzPu3Kup2XlZMvFosxDPvYOwYAAIBVmsumJZNVbzBOi1QTPOUEXzkhVLLESrZYOSVQ9k8q+yeU/ZPKvgnl8LRKpzf+VDG6iLr65vqGZoIkMQzHMFyhUPD5PDabw2JNT09PT0+z2dNskUCI46q5AT7NUqlUcoXiVnYej8eHZAUAgLVrLpuWTFYJrna91euVP3W5iHX5FsspieWQzrJJYm3zYW31YW3zYW32mlp3vk8g0/xUMbqI2vrm+sYXer1OpVKp1RSLNVtX19bT09PR3t7d2dHb1fGw+mHps6c6rUb1CSMIglKrc+8WQbICAMCaNpdNyyWrS/aATynft5x/PVtkyxBu8eWb+Qi+uybeeoW/9Qp/+zWRmTVTIHozWXXivvu0kGt+fn5+fn5XA+41T75P9mp4Y+1PmtgrT9a6+matVoNhmFqt6u7m1NZOz72lNCKZERU3j8TeqdBp1Cu9iEj5o12ftDQcxwmShGQFAIC17h3JKlOq4/MGanq4j3t59+v7K9qZ+bW8jLKp6OyOu094d5/w/OJ6t26/zeMq3xhR2h635bOdbtf8/f39/S+f2GtHb5rGV5ysWNOdUHuP1JqnT+q6BCtJ1tr652o1pVAoSBLr7mY3Nc7otGoWa7KLyakYoYJi2xJjK7Vaau5OoyVWhRInNEajXk1gCrlCocTVOoNeS/5kEadUKlUqIgeSFQAA1rh3JauUqq4cm/uZPTlGKKUIIYNGOTLQjhBCyNjwlLlvr83s7MwbIwo7MmzcitXzr/gMS+/0aqYRIWQ0GAyvfylrXOwbWlVrUYKvb2SQ/9XgzF7jMgMihBCqq2+urWuiKFIulxOEcrBvNrti4GlPW2FeY35e+Z3CR6HBt+PjH1JqQqGQ4zimUCjkb1BgFCEZKAvbY+mUXD+t15JK+USO71kb//tTSgxTvjX8j0ChUKhUKkhWAABY696RrAoF/uBB9dTUVH9///Pnz9va2np6etraWouL62qq+549q8nKajp06CyXy3ljRHFnxqnTsd08oVAoFPPr/e0jynt4yuG7tju+27Fjm3N4GU+vk9TEHDLfarbtQPzD1qrc9NTCIYQQNfUoNPBWSTH9xK5Du/7yi//5jeeTSdl4if/ObVs37D5z87nCsFiyPq1tJAiVVCrFcXl313RFzZhIKZeIVUKhgsUVF9WNPH4+XD4uvj8w0No/pJTJFAq59HUyTINz67LO/X//75cXGbU4MmCjudv/+e/+YXPwkBJTqQiSJEmSwBQyqVSmwAiSJEkVrpBJZQr85VtSqVw5PyBJzg+pxOdfE5hcJns5JqnCFDKpRKbEX5usVCaT4TgOyQoAAGvdO5JVLlc+elSr1+t1Ot3w4CCfx9PrtXy+rLKyRyaTj8o1BY+aDlkenJ2dfWNErDf1u//52y/XrVu3bt2ffrP+8p0OTDOVdHrv+dj8ggKGzWG70PyihKP23uFxWWmJwRejg6ICrye2I4RUQzm2p0Oychk+l0ICrnhdTXyBawZCvj3mn52RHBJ2LeixbKlkVb1M1m72w8pBqZgvEHAHB/HCVnHNOK4j1djMdFVVn519Qk11k4pQLkxWpVo5/eRupMU3xwIT6C/ESFlzddfRfdsOJzFxhZA12FRXW1ffNsGXYUo5d6Kroa7hRf+YQEYoBWOtTQ2NLzqmxJhsZryzua6urq6+8QWTJ8MwpYA98qKhtra+qaVnjC+VyQRT7fV1tXVN/ROzcpyQcoebGxoaW7tZIrlSKpXKZBgkKwAArH3vTFaitLRDLpdLJZL2wf6RiYkZjmxkZOJxVWv/OK9paragvOrwwX1vJ6uoM+OMVfKIUqVSqVoTzliF3u7rKrT819998/33u3bt3m1xJPJBy+Ms/5N7t9sE5b5oe55KCwpM70YIEWN57naR2TmM6/5x9OjohEImQmR1yJl9+yw8IvNe9Av1iyVrzZM6hUwuEAikUmFHx9SjR8OTk+N9Pd29Pb1PnjeXTUwikRw9vtNVXpNwu2bHzgtlJXVisUjwilCCSZjlGeEeZ9yv0MISayfrwtz9w9wO2t4aZrXd9j29bdd+i+0Wl9IbJ8baE2wstu7e+Id1xxOrhxoZ53du3fLNF1+ejWwZb7vrfdJ89+7dO7Z+45zULpjtyvLa/cfPN2/65vf/+q17Re9wc5aPxfY9lru3nvTObOPM1gTabd265csv1tlFNYowqUgoUCqVcAUTAACsde9MVnl+ft74+Pjw4GBRU9+jho66Z4N1T5pu5bYVV/YXlNTfvJVz8MAZLvfN64xEnRln7bLm81b21MExJq8o3W3r6XICIYRE3b2dra11T1/MkobnsdbH9h338I+ISuhHCKGxnOPnwm7lMK770SIiolIfcpGBVfvghUyvKj6/Y+9J+vhbp4PrG1vKK6o4HPbExMT09GR9/UBDAxshpNQitVbHwcky1hTCBKjhoYbFdki6tMHcdd+Za5OTE1OTkxNzJqd50735cVcdLoQE+94ID7ti5RF2k3HVyjE6O/7i919ttPePCbt08D9+ty8gIfTYrzafT2XQA9NzizI9t+w46uhBT82ICcwfkk03l2aEBgVecTmwYf+1jJu+Z47YPxglFUM51scuJ2dGn/3r54c8Q2iB9t9+tsk+Msrtmx2nvS4zEtIZ4QVds2zWxIRYLMm9W8TjQ7ICAMAa9o5klclk5eXlcz93tI6yWTyE0DhP8uDhsx42qhhCaflV+3ZfnJ2VvDGioDXx4LFk1vwBpjT38F6/9LLKXHebA+4XL549utc7p7wizWXPBgtrVzePwKS86nuZLt/vdTp/3tl6z9f7rmdkhl/0T7kZYrftO6/HfXWhh8w2nXR3dnIJSnzEWSxZy8ofTU+zxsfHp6aYdXX9DQ0chPTTIuWYmKzjkA/aWEg5i6ryDCxu01hFTF7lEY/g8bGxiQnm+Bzm1OxUdx7d56xXbk1OzOX9v/viSnre7Rh7a78or+Of/XLrcUers1b2Fy5HFtY13Kd5nTl+8IydX359V30Z7YLNkUMnbOm5Vc9KaI7f77W0tjtluXWDhUdY2KVTHvkshWimM/vccW96qMs3//LtPuvTp8+cc/G4nFZZ//BOpJvV4SMnHRjZTwc5rMnxcbFYDMkKAABr3buPWfPy8sbHh9vbx0pLeysrBxua2kse19278/h+0WBGcc3NWzl7LS7NzLyZrJRkrPH5uOrl9byz3WXNIwKtQfokPjIyMrqoecKAEBK2Z8dHR8dltooQQvz6ksSoyMio2/nP6gZYE4OdIxze0NOM2KwXMxTFb0yOiYpOLxpSLNLI+saWB2UPWaypsbGxycnx2tq+xkYOMmimxVi3HDV2Gsoq2Wh6FqVHE/3PH3TnhlYVHT0WPDY8ymSOj80Zn5yZ7LoXc+mY892JkVzrv3x9Lrqi9iHj5Jng1AiXk4cv1suRnv8i7XpiVjYjKOhuB7M91GLDMTt334DE8raRski7A3v32Zx2dLHLYiPEfxy+/ej15CTv00fsS4dV0oGcc8cvxyeHnvtuf+YQhajxEtrNjLTEUP+4R93D+X6Hdmx3LGFy2cwxkUgEyQoAAGvdO5KVJMmYmKiDB60tLJwsLC5ZWLju2e100NLywAFbiz2uB/bu3LfXYseO/UKheKkp/ATqG1tKHlROTDCHh4fHx0eePu153jSDDJphibF1UhfZ4F9WU4ekUv2TUm73i+L6u6EJD44eDRoeHhodHRmeMzI+Pd5+l+Z13CFtaHaotuRJc3t3U2nIgeMxTSNPUj0PrP9i88Yvvz3hmVFdff+8+Wf/sWHr5gMOKfmPMj0s/uP3X6zbusczvqT+TtypLZ9/s3nDX//9v//L94ENvU9SL+7+y9c7tm/47Od/sc193lx1y/X732/YvP7z7w5dvf+kLslh228++3rd9v3ejNK+UebYyLBQCMkKAABr3lw2LZmsRqNRLBaPjU0ymayJiamJiUkmkzMxMcFkTjGZ03PfUXI403r929cV/XQaGluKSyvGx8cGBwdHR4fqavvvF7SVljbFV7ygNzZfe5he3dCIZga14afY1UWX0yKvB+cdPxo8ODgwPDw0+NLQUH9X24vGpo7+4VHm1ARzbLivq6W+vm2QOTbQ3liWf+9+fnlz/whzfKynuaow735RVX3PCIvZ97y8KD+/qKyxhzk13FVbXZx3735eYWlVXUtff8fT0ntJ8QlxFw/9+1Hf4uYh1njP44L79+4XPn7RPTrBGulqeFCQn1/ysLl3bHx4cHBwUCAQ5N4t4vEFkKwAALB2zWXT2u7rpqGxpai4fHRkpL+/f2iov6Nl5HpcoY3nJStfv73Xr54KCC4uKnvWMBKSVnojuuiKb9FFT5qFhU9/f//g4ED/awaHhkdGhl69HBgcGh0ZGujrHxweGWcymczxkcGB/v7+oZExJpM5PjYyONDXPzQyzmQyx8dHBvv7BoZGx5hMJpPJnGCxhxuKoo5/+ddv161b99etHonlHcNjw0PDo0wmk8kcHRka6O8bGBodZzKZ42PDg/19/f39/f2QrAAA8DdgLpvWfLKWPKicYI4PDw/N1dDQ4NDQwNDQ4PDw0NBQ/+3bhVbWYTb2MefsIu3toqytQnx9k0dGhkdGhl+NYvoaGhwc6B8Y6B8YHBwdGR5ZwSgymfTu/RKpTK7VatRqCgoKCgpqzdXfSLLWNrygx6YWFpflF5TkFZTkF5QUFJYWFD54VUUlZQ/KKuarvKKsvPJBWUXey4F/jMorKMkvLC0oKissKissKisoLM1fweweVT9jxKU9qn72rK7paW0jFBQUFNRaqmcNTc9blUpsLpvWdrKKxJIXLZ2t7d1LVVt7z9u1zPDLV9tqR3xntbR2dXb1tbR2vmiBgoKCglpL1dLa2fi8LT4xUyaTz2XTgmQVCEX1jS3Pm9tMWS/anze3/0jjtrV3d/cOdPf0/1T1U84LCgoKCmoNVEdnL0GSD8qrhCLxIsk6NDzW0NjC5wtNWNPTnNlZ3urGZU2zuVy+aduz6uLyBKxp9kdvxo9XbPbMzCz3ozcDCgoKam1VQ2PrOHOqtKxKJJYskqzDI+MDg6OmPWGr1WpXPa5G8z6dpv/4PrX2mJZOpzMu3WEfAACARQ0MjjInWMsla1//sGlnSRCETqdb9bgf937Z1+n1eoIgPnYrfkQkSX7Iv0EAAPC/p77+4Y+drAbZUM/wtPBVRKmmR4eHJt/uIG5+3AXJik/XFGclJycnJyffzLidW1Y/Kl/iGEs5XJqbmpycfKuwhrdM4yhuV8eYhFxR8L+drBTrRcbNueakZubeu9MwslQuYcOPbiYnJyenlnWwl/5PQa/gjXf2che2RivmjHYP8t/um3YF1PzJkd4R0QqPQyFZAQBgFT6BZNW+8LH1TathvXw9lR7gezmubalxFySrrC8l9IKdnZ2dg+PJ3X/51//8z7v9H7YOvNnZDhJ1JvlaWxw/bWdnd+LQFufLOYPKJRrHKzpzOKSBja9kQd5OVry3wM3Jzs7OzsHZfvu//d1//fPBgPQOLv7mGWN+d77LacsjdnZ2dqcOWhyIye9c4v8Bsqs4/KRTwcLGyuuyb1h7llMraeKrpspHqqr6lFp+RaK/0/UnKzzqh2QFAIBV+AjJqlKpFiZre4D7jexn7JevhXm00MCUzqXGXepscNPN4xevp1fU9vdPvPmo/vFbl4670gbn5inrrsjIH10qOrEaVxta88yKzvHq9XqVSrX4e8rGSPfD8bnVZY+HJW8Eq16S77bX7lb/3Ctu/f3Sh73YErMYe5zocKFk4btY071Il6tV6pU08RX2vePHU7ha4ZPMcM+I5hWORBDE3/YXyQAA8GN4R7KOjI739g0hhDRanUlKrzcqFAqKUmt1eo1Wp9EjRLRccw3MruWQMw8v7N1lbr7pD7/f6XW7z4iQ7q1x5XKFWq2ZH1er02h1Wh1CBupF+oVtVgEDKllDaVlVdcXNlJRrdhbm5t/bX38kRzPJnr4JxQN6hHRa3XwsG6buB9rvMDffczimTYUQUjzPumZhbm6++fNfbvHvlKpmmjOtLSwsLA6H5nXJEUK6NxdEq9NrNFq5XK7TGRY0EiEk7o5w3Hsqtgajxu+klzU9Lwm64n/prLn5Dpvkp1O4/MmFk0GtYo3RYNBo58/pathVPod2mptbXIh8LEII4T1xLifMzb9b95evzL2qDEhUGXPBwsLC4pBP9QS38X6009UnRjRbEORiYWGx/0RA46y4t74q6mqAt4O5ufnOsIpJA0Ks2sQTO8zNzXfuPOd71XHbL//tz9Zh2fm5SXYn3L0czM3Nd4aXj6v0SP/Wor1a20qlklK/X4IDAAB4d7L29A0aESIpjUlKp9NLpTIVQao1WpLSkFqEsOZrrkEZlbW3L+90iqhsqso+d/iYzc1OPULqt8aVSKQESVFq7ctfanUICV/kWJu5Zo6QCA1GXboeHh1+bvs+95jC+kd3XWxtrt+7F305OOHB+MsJ6gxGfedt93Pnzt9+1JTseXR/cj2zIfn8ycORD5qa0j3+fCDwQXMNzfa4d0pBQU7A0UNeWQ3TWqORWtgYSq2lKI1YItVodT/8Xms0IvHTMO+jpxJ6MIRmCm2OB2YkXtr2l5PJtU0Nqd47HAIKKlLsbFN7RCqtTkdSGkqt16g5uRe22YcW1RXfPGtjE1o/0ZF0yso9quJxbcLF41uulrSVx14450rPL8iMOH/KLjLtZoRn2MPnBWHuDp6JBQXJQR7WHnE3g499/fXJzGdNTYX+J+xTalvKQ62/87nV1PQk7rClW0Cg+96DVx509T1iWG3aeCbzWVNT4fUjVvGts7hWr1t0S2l1eplMTpDkx9gtAQBgDftJk5WgNDq9QSKV4guT9bp7cHJqhLUtvV2KEOLnRtzwjX9BvZ2ser1YIvkhWUm12oi00irfnSdppZMUQkg9wLgaQouNcnMJrxwmEaKqo686WPtdvhGSWjykRUhNqdVGhNBUvLd3UPYAQkjUnn7OJjQ5PsAtoEaLEBJVudlH3cv0W/ePv/56x44d27d88/WukNIhpcGoUb+ZrGq1WiSW/JCsaj1ChuHKICtz36ezOoQQNVXiYhNyKzPE2vUODyFkaL+yx+UGLcTOKa5TSOp0OoLUGhBC/DKbYzfquAgh0T1a8LWgaB/PwKx6PkJosCr1vHdCiu+RX/3iz5vNd2zfunGnhc3VaNrVwBSGx75f/fqLreY7tm3ZuPeww5Ub1938H5EIIeFDF6ug9PSgs845AoSQvjPAPSwji+7gkcPGZx8mXXXwe0gihAQV506G103JtQY9tcSWksnkBAHJCgAA72cFydo7aDAiglR/eKkItVanF0ukOE5Qag1BqgkNQsrm627ByZlxTlZXngoQQrMpfucvJLZSCFELR9fq9CKxlCBIktIQpJpQa3XK2TvRVj63Gl5eZsO+eSM8mh7lZhNZzTIiRBTTLp2LetaS4X3OO3VYjxBCeozT+zT3mvvFgLQWhJCwPvqQHS0n5ZqT910MIcS6d8YqKCst6JiZ2zM1Qkg1WNfaPS7ENVpyYWNISkOp1UKRRKPREqSaIDVqjVE0XHvN52x258szqJIa93OhGakh1nb3xAghos7R2ietqjnb/ah30fjcIOLBlqaK5DOHLlWyEELCjGBvr8i0UM8LCVVshFDX/aBzl5OSvWysPe8KEEIqbs/jp/cyo30CUxnOZxwDy2QIGRUzXY+rMxKCL4Q8IxFSTxY720Rk3w63ORfDRAihvqALYSnJYTYed7haYVVqqEfwUxIh9UThuTNR9VNyjV5HLrGlpJCsAADw/j6BZFXUX7TySaporaZZHjhzPeKq/Z//stExsU27MFlV88kqUc0nq0aHjGO37f/1t19beYfToiOCw6Ki6F579rnR4+huh06fc7kWGeh9xM49vl2J2I+97U6cvHAtKirKy2HPOdfYwoIY12MH3PyjnM+d9igdEg3mXzu5/bRf1DXHzb/YcKlq8EVuwCFbdxotyuPEnis5zWxSr38j5l8mq3g+WdV6LSW4Zff7v/v2TGRUdGhoWGh4VEiok/muq3du3bD4+oRfZGSoi9W+a6ndXJJdQzt45IxnaFRU1NVz+3ZdTSorijxx5LRPmM+Fg04+OYOS6QKXY4fOXfG/Ybnjq80eJaMdGX5WJy4G00IvODrb0WKT/M/5Phxqjvc+c8Y7jObv5ujhRo+i+9n7PlQhpGbeOXY4vKbz2U2PbQecIyPDXL/beT69MO7kxlOhsTlJsVftrjxUIaQeu3PE8sbTCZlGr1tqS0mkkKwAAPDe3p2s3b0DOr0BV5EfXhhOarV6oUiixHGC1OAqEie1Gmyq6sGT9jEpJelJ8HJz9rzky8hr7mCrNFrV6+OqSK1WLxCKMZxUERSuUqs16tGGvJjL3ufd3ZxdXF1cXJ19vK/GPehruuvsYG9/0s7t/JWEilEtMlAGRDFrwn3dnF1cLwUndkgRQuJn2TFurq5eSbViLdIjYvDxbS9XV9egiITMeh6pVcy2xru7Ort4Z9czMaNRTby5LCqCIkk1XyCkNBpcRapIDUHwa2+F+3lddHV1dXFxdXFxdQkMT739+HlVtMUua283d1efpIZxhdGg1+t049Xxbi6uzi5uUQUtEiNCsp6UK+4ublczn7IMyGgk2cX0AFdXtwtRaaWVwxqkHyrL8HF1dbmU0CZUTPY0Fj8a0SFtT17iRRdXV9+0Pjk20lJb9nQU12gJQV9BfiMH0+KzLbE3btxwtvy3bU7ZbV3VtPDgoNxHLXWVz8bmBisqaBgXYgSlXnRLabR6sViKq/6WH4UBAAA/hncmK9OkyUpodTqhSKLEcIJU4yoSxwlMpTUgpFWrceqHmzp1Og2OE2+msk4nEIoxnFAR1NzUqEVvwBGW2xwJqp6cOyWrx3ECwwnVa7dlaikCwzWvRiVVBIZTmtfuKCVVJPHqkliDToUT2FvL8kOyqjUvF0S92AMmdAMV0cds78/1d6DXqDGcwFRvzI7AyJevjTocJzDi9SnpcJx6de+LTq2mtAgZdRhOvVomDaVW65DRoMPx+UlJWU9Dj5+ycXByOrr7QMCdLrHx5dK8GkyPEKJIElu4nl9tKY1WJxZLcXyJ24oAAAAs4d3J2tXdr9ZoFUr8w0uuwCi1mi8QyuVKDCdWMS6PL1AoMCWmWnpIQinldHeOsPhyJb7MYB9aGKZSqYhZLl9FUMsMpsQwAWe8o3tKvFybTd02lUrMG3ly525u7p2ce6VtI3wlSSmV2PutbUotEIogWQEA4H29I1nHxifrG55PT7MnTWVqislkcrlcNps9O8tlczgzMzMzM7PzL9ns2dlZDofD4czMzs6y2exZLpfNZs/Mzs4PODPDYrEmJpabw8QUm8ubZbOmlh/MJJhM5uTk1HKNmZxkTc/wuJypickfvzkvZzoxOcni8MTzeDPsqYn3XhlTU1Nj4+M4vqLHUQEAAHjl3d+zdnb1abUawnRIkuzo6JjhcHp7eqamJkdHRoYGB6dZrJ7ubg6H09fXN8Fkjo+PDfT3c9jsnu5uNps9ODAwNjY2MTHR3d0tEAjUasqE7fkQ5MduwI+KoiiDYVXPJwYAgP+NvftscFt7t0ZjsmSlKArH8RtBIdU1T/wDb+TlFyalpNIYscUlD675B1Q+qgoODbudeyfjVlZ4RFR5xcOr1/3LKiqjomlpGZm5d+7RaPTBwcG5B/Z+dCqVCsOwj92KHwuGYfBoQwAAWIV3J2trW5dpZ0mSZGpaxtjkDK42SjBKhqtluEaipOSEVqwk5SqNFKOkmFqu0kiUpJzQSpSkTKWR4WoFqc+4lcXjLddXzU/JYDAs+dzgtY+iKIp6r8f+AwAAQOhjJWvKzfQR5rRESQqk2IKS4UI5Lnzjl1JMIMWEMlysJDMys7hcrmnbs2rLPZF/7YNkBQCA1fk4yeofcKNvmCnFqNezU6QgpRglURJLJasEo4JCQqcmJ03bnlWDZAUAAPC21SSrXq2SS7rT7OlVA8IV9qH9OpIki0rLmNNcsYJ4LTuVXOF0Y0V2gN2tTlItkS0SriIFUVZeKRaL32wPKSkO3mO2adOGXecSG/hGZORWR+3bumHDdkv6E7FRr5msiTqzc9OmTWb7I6v1RqRhVl87vn7Tpk3rL2ZzKKMRn0hzW7dp06b1p248m6AQMlBKUXdFLt27ePnzzkskq5HTmHb263UbNm3atOl4eqvEoBHd8964cdOm9UeulA+vmSSGZAUAgNVZTbJOP447veFP//J/703vE65iliRJenn79AyOvTpmFcoJkWwqy2vXH377b5+vC23R6mRvJatQhksx9RW/q8zx8TcmyKwMPRyQNjQ62pjp6XQhsI3ZHbDLhVHV/LyS5n7Iv6G7zjfwctLD/tGRmgDrXRmNIw/TQp2u5o2O9jNsT2c1DvQ8TTttnzA4OnrHxz4087HYKM3z3P6nX/9yy/602WUXZIlkJVsyIl0PJfTzeLPsGQlBTjWmnbCh9YyOFga4BsQVclfxz8jHAMkKAACrs9JkNRqNBsN86TSUCmsL3XIpt4WtR8ho+OGtd1/v8xUAACAASURBVJbRaCQIoqC4lMmaXXjMignl3IbCeMetEc/VGukSx6ylD8rFItEby2DQUtTcvSFjd329LxR3tQZaXa2VIIS3R5zalz+lo7RzD1zS1EYd8kkpT4j28aoUI4R6kiyvZVaWpvkdThtECPFL3C5GJQ/jRg0hb78f53UglbXsulsiWeW16f4nz0ZWPX7cwSERMnTf9fw+thMhJKv2uxQa1fNmv+yfKEhWAABYnZXcddNlMBjUmh968VRrEUKD0du9suonibf6elu+1BqdSqUKCg7tH5lY+D2rSqFT9VRnui2RrHPfs4ZFRLKmppZYFnVt7JkjLlHjOjR1L8DLx++6XzAj+rnk5ds65n1ry8O5VbXJYa6MFjVCaLrk0rmInNsRtj7lXIQQ2RRpH5zUIUAIobGK9CurS1aDuDLs6D/9cp2lpeVuK8/HXdN1qXbu+RMIIV17onMQrYGz4o3zUUGyAgDA6qwoWfULk5VSIwPqjdh2aRXJSqm1OK5KTE4dfvPaYJVMreh8mOa69DGrWEneTMuYnV30HK1++EHInpOXcttESD9TX3TrqqOzk6NfVnkzf+54dabOz/6E061uTNiaGOIU26JBCLFLvW3Cb2eH21yp4CGEqKZo++DkDgFCSD/04Obl1SWrXtrx5MGdVilCaCjxkG1I7l2a46WiKYSQviPZ+QatHpIVAAD+pq0sWfV6Sq19rQM1ox71RGzzvFU/oXqrF9Xli6S0OK7KuJU9OsFeeDZ4BcmqILNzcvmL3c/KrIrYd8rzXq8cIUR00k5eSJlACOmHE86fSRhGSFTn73TSIbmJQAhhfYyw85erJAih/oyjl1NLi5K9TmaPIISEFRc8IpMGFAgh3eqT9TWKp9dsI7ILEi4eSe9FCMmf+l8MjeyQLDPGJwSSFQAAVmflyapZmKzdoZvOZ9QxV5esftf9+4bG3zgbLFMrOipTnTaFNi1xNliKqQMCgyYnJt5YBqz5pvk3xyJaZhFCWq1O3R77vW1QDYdQsSr8HY/efT6SaHXI/Eo+nzIadVq9jnOX4e9Gf6HR4AXnj6Y87nhREX/8Uimh0TRGOAYkFPGMCCHdYEmy196kpc47z1k8WXHW3Zs3wqtnNBruHduzgVkNXc9SjrrnKTWa9kRP/+js6TXyuEBIVgAAWJ2VJitJaVQENVcEadAZ++j7rt5pmsSNBvLl71dSBKnGcby0/OHEm3fdqGSUorsm+5IF4wW15BVMFQ8fSSRvHvS10cz/5R9/880Ws/Xr1m13iuwSYg2xxzd+9c03fzWzutlJDtw7+sd/+fWfvzXbuH7dNouY5xjWW+hq/ud167757HTMsEKjFvWEHfvs23Xr/vS9R3GPTI8QQrrRh9mBp7PYy667xZNVR0w9z7Ld88W6dV+a2cQNyTRabJxx9o/frFv3+Xf2Oa2iRTu++wRBsgIAwOqsKFl1ev18d6qvisDFfKlUocLf6hJ8+VIRFIbj3j6XX7/r5uUDmDCeUMJii7mLxeoyd92oVVKpWMCd6yJHKKOMCOkUghkOZ1ao1CGkJ5UykZA3y+FwODNcGYkQ0mGSWQ6Hw1PO98JKKbgcDocrwV91i6rXqAlcvfzh5dJng40q8QyHMyMm5ntQ1WA8DoczK1ZqFxv60wTJCgAAq7PCa4ONrx+zqghKRagprY4k1Ss/Wn11zIrheF5B8fhbd90IpJhQphJjiz+Dae6Ytai4VPTWXTcfCzyDCQAAwNvenaztHd0KhXxmhmuqkkqlEVExA6OTbx6zLltzd91Ex9Cnp6c/xopaBCQrAACAt60kWXsUCjmfzxeYpAQCmUzGiEtgzQqVpF5B6uQqrQzXKEm9FKMwSi/F1QpCJye0MlytpPQSjFJSehmuVhBalRYlp6ZxOJ/KbSvQ1w0AAIC3rehssFaroSiKNAW1Wk1RVFJSooOj86OqmmgaIzMr++69vLCIqIdVNQE3gkselMclJCWnphUWlQQFhz6qqgkKCcsrKLyZlhEXn+Ti6ioQCD5216XzVCqVUqn82K34sSiVSrVa/TH2SQAAWNtW9HRDvV6vM52547yO9nYOm93X1zs2NjoxMdHT0z07M9PZ2cGenh4cHBgeHmKxprq6OmdnZ7q6uqamJkeGh/v6+vh8PkJI+2lQq9U4jn/sVvxYCIKAZAUAgFX4CL3IqVQqg2GVN3VqNBq9/lO5bwXOBgMAAHjbx0lWnU737uGWGPfTSVa4ggkAAMDbVpWs2ERtQXpaWmZB92p6kVsqWbHB8qy0tIy7j3rf7IB1wbiLJqu0pyg9LS0z/+mIHCGECFZtfmZ6+q2CBvYP2TDbMsJTUgghpBZ0VN5KS8tsZCkQQshIjjXeTk9Ly3rUKXw1OCEea51aPjaXSlZCOFSTl5ORlpaWltcxQyKEplty09PSsspfzBLLTvFTAskKAACr8/7JKh25FXnOwvKEjc2h9Qfsno2/d1YsmqzSgQp7a/PT1tZH9phbBdxmk0uO+3ay8jvzzp76zsra2nLXDueYMqFKdtfryIFDJ08cPHDi8j0hQsL2wmi/s9/+49n8KRwhWWPmlc1bzK1tLE9bZQ5JlJLxRx57Np61tt5hbp36eJJCeHN2gO3+Hfv2JK/mGUxIP3A3cMc/f33YxsbG5nJxv0w+/dxn/4ZT1tbf7zxFLx1YKwe5kKwAALA675+ssrHS6poBDCGEmsN22t4afN+vTBdNVtngw8xGFkIIzTy47n46Y3DxU76LJquguyzrBQ8hhEayvDw9K5+WnLqQ3E8hhHXGOR8sESFhZwnd327rLx1K2CqEZO211Y9GdQgZ7p1wzHrW2VAcdiC0AyHEuuXkx7g9rcVf5AY7H9137EjGzLILslT/rM/SaP43Wl++1PaXBu681ogQ4hf4+IXGjWmWXz2fCkhWAABYnRXddWM0GnU6vUar02h1mpdBatQL8jy3eNwZVRuQTqebf/fdpcdxfJnvWZUdaZccrfMnFs/r5b9nldRHnb/kV5gbbxuVPaxESN6XFnw8smHuqHoidqtf6cgPz28yqtoDLNxu13U+THe1y5tECMmfXHUOS+yRIIQQr/buNcuU1TyRHykaUpx//7++/n7nznOxNRJS057peCp7CCFENEW4B0e94C870U8GJCsAAKzO+/fPSmpIjREZtf35l832u9dMqXR6/cr7ZyUpDYYtnayKYcaFg0cDS/El0nOZZDWKOoMcLe0SW7kN4S7ROeMqhLChzAjHwMdyhBBCnaGbLpeOzn+Fa5yq8T7y2Q63PJZIWh1/1qeMhxBSP4+xC05u/8D+WXW8kmjX7c5JtbW1Ma57Q7KeliXM989q6ExxvkGrX/4U8ycDkhUAAFbnPZOVVJMaA0LEYGHAzqPnc7uEOmSk3idWl0tWfCzN97Tl9YJZ0rhUc5dKVoO0J+bCyWOhlTI1ouoCT4Vlj2IIKQbSQ8+G1uEIoZfJ+vKY1ajisQfvBxwNznpcEOviXsxGCOF1QY6hSV0i9EHJiox67fziSSvPWwVn5kY7OueNI4TULXTXoOimRTtu//RAsgIAwOq8Z/+slFZnUI0UxVha+ZYwtQghZNSvvHPWuVJimP7tZFXx7l5zOBnzePlnEyyerIrJVG9b6+Tm+ZfjmTvcU4Y0CKl6Ej325Mx359oZuunyg3E50smHhvomSYQQmkw7ZhtV8CAz4AC9DyHEvevkE31zQo0+qOdzLcYcH5wiEEJo4qa7S0xh9Z0bFuFtCCFJmc/lkJihJS7O+tRAsgIAwOq8X7JSRkRNPjj6m5//2zbHqPi46ChGUfssSWnJD07Wmdwz/+X//Ox0cEwsgx6bWzkmXby5iybrSOK+/+f/+sIhJjaWQU/Ie8KRDMW7Wbv7hgZfdrVxix2Zz+rWq390KxhTImIqO9rB0smPRgt3Onssp3l8or3I4cDJSBrN4bAVraATQwghXV9+rNs2xpt9rC+0RM/n7Pw41332V2g0v8Nb7e8/n+aOPXQ5cDSURnM9bhV2+7ls2Wl+OiBZAQBgdVbeP6sGV5GkViedbMuO8rzo4epg72Dn5JH0ZJKgtMT79NKqVGJ6/ZvJOt2YFnbN+4Kbq4uLi0d4Zpdg8eYumqzjj+Nu+Hmdd3VxcXG5SLs3iiO8O/2au6urh/+tzlfdpHMbMmqGxSqEEJIN50W4ubi4RFWM6BFCOml95nkXFxcPWtHo3HeyyCAc6ai51y5fdt0t+aQIfKqU5ubi4hZW2k0ghJCq5Y6nq4uLe8SdPvGSJ7o/NZCsAACwOu/X8zmGEzi18KpdvQbHiffq/FyhVK76OUrwDKafDCQrAACszgr7utFiOKFQ4qYpBSTrGgDJCgAAq/PuZO3o7BGJhMyJiUlTYDInhEKR0bjKk6If8jR/k4Mn8gMAAHjbSo5ZuzUatWk7/tRoNKvrgQ7H8VWPa3IajWbuqRd/kwiCgGQFAIBV+DjJiuO4alU+ZFyTw3FcqVR+7Fb8WKDncwAAWJ2114scnA3+acDZYAAAWJ21l6xwBdNPA5IVAABWB5J19SBZAQAAvO39k9Wo4zenOVhsNDPbGFw6tYou0RZPVp26hnZ4o5mZ+emLT9hLnu9dNFn1lOxB6N7NZmYb99glNwmMyMh/HGO5fdOm7w7G1kqMBi3rSYzVLjMzs80Hoh8bENJM1Pif3GhmZrbxUs4MZTTikxkeG8zMzDaeCa5n6xHqi96zY6OZmZnZVnfaoyUeWYHQ0s8N5jSlW3+7YZOZmZnZifQ2iUEjzrtsZmZmtvGYX+XomkliSFYAAFid909W1VBcgPeFlJqh4dLrO/0fz2DvO8tFk1Xbd++oQ1DFYGdFfOh113ucJe7KWTRZmZWhh66n9A8N1aZdcLxwo32iJ3C3c0xlY0NZtNuhwMbuOt8A7/jy7qHBR9etd2c2jT5KC3XyvTs01B1z7kx200DP0/QzdnF9Q0O3vezDs59wZM+9v/QoGp7kTLNmBXLt0guyRLKSLRmRLpaMbg6HPTktVpFTTeknrKM6h4by/V0D44u477WyPh5IVgAAWJ2VJqvRaDTMlUFLkGo9QgjxYveeuNkjMr7+7gpqqWNWQoMQQuLH6Z6nA3vfpxc5vYYg5n43fs/X+0JxZ0uA1bVaCUJ4R8TpffmTWkI9l4+auqjDPqnlidE+lypFCKGeJMvrtyofpPsdvjmIEOKXuHnT0zq7Kh32X7pd9ayxd+65+ktaIlllten+p6xjntTVdXMphAw9dz2/Z3QihGTVvpdCo3oUy070kwHJCgAAq7OiZzAZXu+fVa3VGhAx03Un/Izl4bROGanV69+nIznt0v2z6qebMy+etvKN7V4q0pb9nlVTH3/2iHPEmBZN3Lnu4+cf5B9KD28Qv3xbN1lge+BgzqPa5HBXRosaITRdcsk2Iud2hK1PORchRDZFuUSmN5THrvv1H7ZYWGzdaxmR3yld+hvhxZPVIK4MO/pPv/jawsLieyvvZz2c+lQ7t/wJhJCuPdE5iNbAWXKCnxRIVgAAWJ337/mc0qj1BvlARcDFo86+kfVjuFrzXsm6dP+sRnVPfoCN3SnG/cfsJbpaWzpZDaPlYRYnL2a3CJGB21h8y9fOwcHeN6uiRTA3+GzDNYcTDhkdSkFrYohTbIsGIcQu9bEJu50dbuNbwUMIUc9jHENT6uueJpV06xDSdcS5OTuVLd1R+eLJqpe21xTffiFGCA3EH7ILyb1Hm+/5XN+R7HyDVg/JCgAAf9NW3oucdr4bOLVeb0BGhBAy1lzbeialC1cb1dQH98/6ynTpFacT6QOLH5gulayTNVH7T17I7ZIihIgu+qkLKUyEkG4o4fyZxGGExA2BzidtE+pVCCGslxF2/nK1BCHUn3HMJ6W0MMnr5O0RhJCw4qJHRNLIq29WWRXXg31y+pZs6TuvDVY8u2YbkV2QcPFoei9CSP7U/2JoZIdkmTE+IZCsAACwOu/ZP6veoJlqDIkOz24RazUzt903e+QOq9QG6oOTldeQ5Jz8SKbTyVpTLznaFEwufnnwosmKvUj//tvjES1chJBeb1C3Mb63DX4yS5HshwFOR+48H022ObzzSr5Ag5BBb9Bx7tD93WNbdTqi6MLR5Jr2F+Xxx73K1Dpdc7RzcHLR8yc3PTLqdDr1YG6wi3VkO77kuluif1bWvbTgyMc8nY5/z+5swK36zqfJRzwKcJ2uM8nzelTW9KfyoIt3gGQFAIDVWWmykpRGRVAEpdESkvpc372b/rpu/RcHfLPGhFq1WqMiqJXXov2zUuLJxEtb161f/9V3lrSHTNUS8bNosrbFfPfzf/j1N1s3b1i//jvnyC6hspZ+bONX3377101nU9qJ/ruHP/v5r/787eZNG9Zv2xvzHFN2F7js+PP69d9+djJ6SK5Wi7pDjnz27fr1f9rpUdKHKUXMGNf169Z/+6ftJ24+lSxz8+ziyaojJhszzu3+cv36LzdZMQalGi02Sjvzh2/Wr/98u93tFuEq7+T9yUGyAgDA6rxf/6y4isQprRqXsZkjg0Oj0xKKotSq9+mcdamezxFCSCWYZrGmuZJlPs4XTVY1LhYJuRwWi8ViTfMklBEhrYw7zWKxeXItQnpCLuHzZtgsFos1zZEQRoS0SiGbxWLNyOdmZSRlHBaLxRYp584EGzAei8ViC2XL3HKDljsbbMCF0yzWtACfv91XrZhhsVhsoVyzZjo+h2QFAIBVWuG1wca5Y9b5orQanVGnN2re82j1tWNW6J/1UwfJCgAAq/PuZG3v6FYoFDOzXJMUZ2ZWIpas+qn6kKw/GUhWAABYnZUka49cLuPxeHxT4PF4UukHJSv0dfPToCiKJJe4+QkAAMDSVvQMJq1WM/c5++EoiprrY3XVfbuqVCoTdhb7IeY6Mf3YrfhRqFQqiqI+ndMDAACwhrwjWYdHxnt6B/V6vVar1ZnCq+loV2XVI/5IPrX2mNCnc24AAADWlncna1//8MdoGAAAALAmQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmBIkKwAAAGBKkKwAAACAKUGyAgAAAKYEyQoAAACYEiQrAAAAYEqQrAAAAIApQbICAAAApgTJCgAAAJgSJCsAAABgSpCsAAAAgClBsgIAAACmBMkKAAAAmNK7k7V/YORjNAwAAABYk/oHRpZL1qHhsa7ufi0AAAAAVqaru3+cObVksk6zZyoePamtew4FBQUFBQW1kqp89HSWyy958GjxZAUAAADAKhQWVwhF4rmf55O1p3dwrnr7hqCgoKCgoKBWXj29g0kpWRKJdEGyVj9pgYKCgoKCglpNPW6pre/SatGCZEXa51BQH6E0b/0Atebqh43Y9PEbsxYL/gr+VtYYpXy6IFnls8FQUB+nuB+7AVCmKAVsxw+ptbD2PrlN/Km1ZzZYPhu8IFkVvJjXKkoliCGFDFLIIAV0UkinhAxCQFPyIhcOBgX1oaUS0UvzHKeGkwlxvIIX/dHbA7WKwoV01vCNkvvuhPS2ghf10duz5oqSxj6tcOt4HqGW3fw0VyAmoInZEYV3HKWztzAB7aO3h5QwelsuV5dd1iiyFdxPK5gWT1aMF0mIb85MMwaGrw+O+o+MB46O3Rga8Z+ejCLFWYSQDh9/UCYsQsy4lXpmrP8mKUmAXWuNlkpEZ/b7ZyTbk7J7n2YwfOKlkceV3LNteBKuVWR+misQE9BE0+E3E85KZnM/hWSlpLGtdZ75uZ46/O4aSFacF4kJEprHiyIeh3g+crxQb+9ZZ+/88PSpu/vPFziXdeQLuBmkED7+oExWhJiRk241PpAKybp2SyWiTwwEZKc5krK7n2YwfOKlkceV5ds3PQvXKjI+zRU4l6yZKdaS2ZxPJFnbGy4V3bukw+586smq5EVggoRHvemXqzyzhuOeGh8UaDMSuVEhI75+7eftHp7aGbfFv9CLw05S8SNem1C0nE/XYMlIk4o0qQiPw/kx8o+9bKsvLo1UJKjF9J98vjFKYRzSpCBVLMZd8JacG6OSx2mUDOUsTa2KJ0U0BffHacPHqCWTlRuj4DN0RArSpCJ1klZCl3Oj5bwYXJowv6epEghBjJwboxTEInWyUUaXv1wtch6NVCQhIkHFjSEUifPDqxMp4YI9c8HUsDicR1Or4knhy9XLjZYLY41kCtKkIjJexYuRc6PlAoZhvkkpeildwYuWz9IoLEEnZyi50XMbCxPHI3Uq0qQaZAwlN1opjDVQqUiTrJfRFbPRCj5dq0pBmhSExWKz0XIuXUskI00qIhPIhX84cj5do0g0SGlyPsNIJumldAU3Ws6NwcRxSJ2KNElaMV3xwyLT1VjSq79BbKnBZmnkDyskWSOKVghjDWTq/G80qUidrBXRcFkCohIpYYz85apQCBh6IhkpGKQs0SCPVS7ciMskq5wbg0vmVwgi4lX8GDk3Ws6na199YsgZSl60fDZGJU9cZKZkMlIwlFy6dm5DaFIQFofzol9bUa9PLUUvoeOiWK0qDue+tjK50Qohw4An6SQ0+Rt/XAs336Il59IoZaJBGYtxo5f8ZJtrrTJBI2Fo8PnGIGWsYvbVPpail9CUArpWmaQRx7zRjEWTVT5LI5UvNxaVSAnml0jOZ+iJl7NQMOSzMaQyCREJKsFrq04Uh6hkvZSu5DMM6pSXO0b8D8O8Zy2ZrG/uzzRKmTy/rXmvbYJVD4YtNtgSyTr/h69JRZpU49x+9TE+0xYmKzdSI7nVOl7i//TaQ8n9F6g6B0uMYF691nbeq9HpQp29fcXx43m710X9NbjYl5AWvfrOVSmK04vCGzJ3O1hvsLfZ4JzoIRDEqUUf/5+aRYuQJS7bNhomjOi4b9vYHiQV0JWmm+87CxfRZMOXaI7bAsLcOTIGzv+hSYQ8cqj8fE3uFREeUh/r0tkTqvhUV+9qtsgSyYpJE7Ti4JIbZvY2G+wd95c0BJGKWLU0Ttxo42a7wc56w8Vo+zFOol5BF414Jl/bn1ETZJDS5LwYBZ+m4kcPlBwPjbIbFUYPFJ+65mLmaLPB49Lxjkk6IXy56vg0UhA18eiUg80Gu3ObwjM9uKLQmminzqFwhZim4MXIRfGIfSUpYJu99QYvX7tRIQ2XJCDu9dvhOxys19s77shtiDDIYilZaFO6VWmZn0DIwHgxKnks57lTpNN6O7vN2TU3cEUSNuGbe2Wjnd3ugsc3VGQ8wQ+pidpib7slPuuynIjXKEKrw3Y5nNvoFWA9wosjXm53pZChngl5cv9E2tMIJLh2K/JwzuMAmZBBymPFvRcSPTba2x940hmuUjCU3BgFn07xg+uzD11w2uRgvcEz3IkjjZO9PRiPRioiOvNOXnUxc7De4Hxxd91YEtbvmXJlg73NJnePbR6Omxycd+a/CJ54dPZ6wJnW4RithCbnxSiFceTktcKY/SmFvi3FR29VXJHxX99Fl0xWOY+mIZNE7c4RTuvtbDY4B9iNsqNxaTwShz5Ns3C0WW9vszH2QQAljVcroobKTl8LONM2HKOV0BRzM526WhC9L7nAVyi8URa8y81ug/05s+i0CzxpwqsVpRAytGz/kthd9jYbHOy3FreFctq9SmIvsOV0/GUzlKI4bMzvbtrBwuYInYT22qctjZSHvciyLim+whcyMP5iuyifrhEG16YejU85zxbGqRYdhhejEMVpJq/ezzn74JnPk+R97vYb7a03B6ZclBJxUzVWAbYb7O23FrdFK0avlmQcqOqh68WvN2PRZKWRivD2O8d9nc0cbDZ4XjnVw44lBDEKYZxR7J8XtMPBer2D3Xb6fT8Cj2rPPnw1ynGCRaNENAUvRimKVw1dSg+2vPcsUMjyve293dV2g531Rp94lxlBok785r8XCj5DgydQwuX+ThdNVqWArhKEPo7eam+7Je6Wj4yMp2QxXdl7nW03+gW7zihj8ZeD4YLQmqjFBgtxnV1+sKy9TgsHm6tFklVA13BDnt+2tLfZYG+7Oa3imkwYjy+1vX7MWpCsOD9CxLuT/CLtFpPRhp6myelBgz6XGpw8aqzdas4evLfr7K1DwU+uHrm9e2vE9uqOBLUoRsGLUQgYan74szTzPac2B4cdiAo5YGvz+9NxTkIugxDSMMH87osJaHMppeTTcCFdJaTP7cSYkIYJ6CohHX+1qfi0heuChglfDUDDBDTlyxHnJyiYm+Ci06e9tgfQMAEd40a13/u+9HkoLqTP7xavjyugq8SxanlojvVXMfk+YlHsXCNfn6aS0TvtVAAAIABJREFU/2qaSy6U4tVLwduL8FYL594S0glhdH3sH77bty3tlo9AxlAJ5ieFCRg6dehDn71+x87NoKuRf9yWU+mPYXE/zOtlM9ZoLZqsmDAWG3EPtvqTrdOu8JBDUVe/i8k6P8lJwhrOHN/y73tc9tJjLJ2PfWbnbzMpTBB3ndr8s//yta3liDCB5Mfg4liMdcHjX//Tf/ofXz+TReZbfbbuiy+vBlvabvuVhb8zX8x4+WdMw7iR3SWnQm4coF9et/nrLwILvVLP/O7GPV+pKA4TMDRC/6Lz205YbQuNsLjhtftuayzi+992/+Kr77+9HnEk2Gv9kSPrbtdHI2MAw/z39pccpmWJhIihYQU0ZB+87H+Ybv8fn2/eVdUbVJm0ecuhrTTHL7c47Ksfo0+W7tm6/5tQ93XfHzZL72TwKncc2fvV9Su7HQ99cYbhqZAzMF6MgkcjxTET1aftbc2jk474nP/97/7rf3ePuShUpBg411Ouf73z+M7Is3/e5n2yn0XXiGgKYRwSegdu/+035htDaIcSb3tJWIsNxmMYdDcyjv5u3V+/uh5medHil2Y2dgPjfqXxlpGhm7f84z9s2r/lRuTppvEbj69/+88/+2+e97xksgQVn6YhY8fzdv37z372lbtd85NTnqc2l3dE4qIfzussnqx8ukYa3V9kabv/LxcvH6GH7A0K3J3zJEIviqiNNPvW7POLwUei/bec2P95dPENZIx8eOXrf/zZf/O67yWTJ+B8moZkjN3//rc/+9lfz9uxhJ7u/+Pnu+0tojy/3bzl85DyII2SMbfbYyKGdORqSZJlRMiBGyd/8/W+AwVFZy7v/0v+SJJWNP8HqJHGDJQe/OoX/2QVeI4jTSRe/nHhwjikD0ze98dzLucmZYmUmIYJaLiQjgtoP/ydCuikILS90Da/0IcrjCWENExAm//cePVJxadrpRGt2ZYn7A42tTu4//FX5me+i4g8nFF8VTV17WGape/1Q6Enfv3F7sNNY/55gd9e9LOaFCeSr33QLZasDL02MGX/b9ev/8Y/aO/ZLb86EOoulicYxAH3PdcfObT5RsQRf8ft7u5HplFo1sF///v//Iu42kBcEovx6FoN7UXYX//+Z//HkUSviR6bo3//8yMXLOn0ncc3/2aHw5mxaZpaPP/BqxLSMCFdzrl82/NQdVekSvTDguMLT/kukqx8mkpIHyjcs83y6xD39bsObUxup2vbTlse/uK827aTFl9cLLlulDJwIZ0U0fsK5nb7Nwc7YfGFZ6n/koO1nt5/6PXBftjl3k5WpZCuYAU9zT4UFnIwxvkPX6zbktMSTsgYr5ICE9LxuU/7hcuoFMx/dCsFCz7eFfwFH90rrwXJqhbRW3qvX6+//EiXl40lBA/6XKhzcK464/DotGXOd/sSvnsx3iBWCdwKrL8I/jzo/lGjLEHBpxES2tSjM9abtuX0RiP9TaRLw/rsvU+vz3seggl/ODsnm42W82IwIR3jRvInwriTkUo+TcmPkc/GyDjh3IlwyUw0xp9rfbRo5uWBC5+mEsb8/+19Z1hbSZruvb/2ee7u3efu3juze2emp9vudjYGYzImZ2OCyUnknEXOCBASSOfonCMhEZ1zakccwTm0ccaAA9GAdJSQdJQlQt0fmLbdbXtndnZ2uvfyPe8PxPOp6lQ49VbVV/VKMkbjj9DEk5AaZ4qnmHIcVolYsolm6TSkEsGKqWbBME0wylAKYaWIpcSZwhEaf4QumWIu5ruYlJzPVOAsxXj9IfJvy/aWCadYagmsmGwSjNAEY+++SwgY+GiTSFB/JGsr71TZO2bFYRWfIR6j8UdokimmnM+UfVgo/mJjvM+UwGGVCBKP0vgjdNFbxk+KoBKzlEupiachJQ7JJuj8EZp4CpKPNxwo+F3ViVo9wVa9z4Upm4aNOtqV2qCGxJRpUIXZex++WDMjgRari8AhyRRD9mveHP45sxI4Sy1pPE5eHZEV9niiDcy2AxWD/4YmGK/bl/h1UGm6QNEBQJfxWWycjVVLd+30UFr6b37vHGnNusIEcpZWzJq4uO07k6+3bXK6MUM/mmSdX5RBgN2i68FBZnZnhli6pWWrjM+U8BEAdgPQyA2yI9flDPQFJZUn8ydg9UwLGEoJcbaoOd4AwC4gpr6dRF8e8AjzMe+6xwagC2ho35dYBITF8UFDZ5B5flXG2xmORgQrxxsnX1FnNF2AKMzZbFaNRZaGraq5ygMKcranDaUjoy1jZWJnPdA18JKtk2vSDldaFLaQwQL3YaenX2IcrkRVAogQIZrJulM06xSsXDVcceUaqdjOtJZFlmhbBb2RKf7reY93gankUGvbtksUtRxVijAgKqK4W5EZZBXoAqANvxqR5L+e+xM3ATJnqNsZbVVUnTcL9itvhPp8a3lyhA30nQDUsly3MA5T5ue7wAK9m+IV9Jt/dqsi9b1GjTIMTFfvhCx+80+/yy1MnNLwnqCOXtSsGZz14yT4U8wKq2dQ4cOUioBvijoqVdoOYGwF4obxMdZUb3SW53c13zeDhU4wiz3mOno77xg00C/XeQX99p/dq0gPX6MGGQamqjqZFr/5p9+TS1NeCQortmzZeQ8DgHEwxzKKFPVaztUKIYUAIgSQeJKplrUAsAu8TSetczrVV3yI61HTWgUIRCGACBGqG608SHdMTPGuLHY/+ABZmIGX3tNmJVHdGWmZV5QyNsPR4BDBZwhG6BI+rBFColGaYKxZLoQJAayVs41yRClgyqchxXQzf4QmmmS+n1uLMd2rIqzUtvwAHUizU02toDO1xoV2oOVoRhrGh+kqfRd4mxHz7SbuD9DcUG5xjnP9OSqQv+eJTzLrrJ7SHmpRXJenAzvfnvcPNHe6hnMGuhyig53PPmsBYCdQcaSD9Upj3W6Svd+3v/VjZr+dRLUzHDBKLi8x+cM//LGho3DoUVKWud258XYA2uTXQ73WbOFepKgUyMw4jT9ME04yVVJEOJCU+PVa+qlaqRAmppuFozTBCF3Mhz5cxP+cWQkhSyWobSN9FdtGATpqa6p1QkXaKdrG4PJkharlPubksT1sRImqBSyCX9Ma81Vce93P3e4hTh5+4SOqz7g1bgypSCVUnHuIo4df+IgK03yBWQWQZIopF2MA7AG64nwza+j7CgWBKhcpYBqSTzULx5pmBO+HaAkfVolg+VTzIt0o+JBiGiJwiMAhGR8icEg+QeeP0IQTjD9rV/kjZjWK0RtPi0r68o7P76G/qUjrjkw4HZHaTdqx18sXc7v64uLCwvz+h12BHZ6m9Sbl+/2ArEWBw3q86e4uL7eKbK0CVeGQQsjSiuHzlavIHZlX98fQoDy5mqMeyqouiL7b36yXNt7g+ga7rHWzs2d310wPF7A93UpKzK03/2E7OfTxZOuCkH6Z4xLFLVCJWEocUoog4ePMmh0b3J1WR2WmDDzPLKjw2XOn2TCcTgv0Ov+EqRXWna5z8XFZ42Ljtvdeo0FOv4t4uJt/Y21hwztdIxhKryiMH3yLzIuqdjeF7jxW++yIo/03f/fHNatSWAWEuPZImYOnyxonJ+9jz5r1k9V7iixNLVbYJLlkBFh3nquQilElDutljOudnv7WK+ysV7d1V909TqI05kiVHP1wLqUo8trjplkZ/Tbs7r7lG2sLG+6pWo0OGT0WHLb5ayuLDSXMAqkOkzzMrApc7+60Jio94ZUCvruYmtUq3mXqxP3UvO0rtlp/k8nMuNzp6rTi774xNak4lH2GG8HZVabVYIL7SaWFSW+VtN66RWat5jj5HjiS3Fpu0XqTOatsEV8KjawOvd7PNP7nB4b/eswqwjQv05ItLdtvNuqVKCGA5DhLO8NWPkuItbA5+KhJJ2MpBKxZDf1gslVtR86LvpSirZtzCraVpZHG9K1GQe3OdOscqneKpUuvlHY0ySqXnCoBXdIHUbHrrY48R2YV7FmCM0dgGhGsmG4af1bbfzYyKctz39XGOWElFGu38zZNLcFmFTVtKRs9g30v36bIZK1ATdmdbpeUmyAw8nQCWKdARy6QyEHO12ca94Rueces+LvpsE7GUT2Lz4722bU3NMvG9uQgB8zWtgVa5pVvy9hq2XqxcWG+ubvMMSk64vGNxChX2wqOV5zdptZeSC+FFQJIJWGJX5Cbwqy6fmAYZFwAKGwfsxIGWWbA+o8EJG11vjbdBpQlDbamtV2lkhlMJcIWRBWtyRtXr/2D2aZN6JWqvmM7UhxdfuqGI3OGut2xFnGJ4feeU67v9AlIihjiI2ohqpOXUB1MKZ2lEilnwUA7W+6SFeOUtsNr58kKzWzLxKWkugK79CiHwjTSKMHl94QGhoYN8WH10lz+E8yKswwzzX2dPsHu25+qWmdFTLkAUogwQDRdZ3mE+u8Y0vIMOFMlQST9udXbrI6PN16scMkiOaUGeu06VamdbRnvTqQU2KVHOZRkxw8KCiu2mLddhwGAThfZkkJDX8haFwj2HMExyhC1CJYM173sq+zmeQQXxk2LWUMnIsuy/O5OtRhEkHoGmf4hozba6WJ/GbvAnd5ZqtG26MW0R7u8XDatcEu0CLU2LaFkvJkoat5mXVrp4W3+lUeK/9E9UXGeX1us/yoJKzXMNl+hepXlJb6WVnEDrPIz7K3NvzJxsWrraZqTsxQCWCNHxq4mVkU7nh7lgcn8Sp+V6zb+wcLOuusGTTmDqkUsvZwtvB0eF+x3YxAG8kq02KOkmazSYMp/i1k7Qi0Kq7MVoJN/LTR6k8O10eqWCKvcxiypgSt7WfP8YfXYCGTQUboirXJyPVK8vE49pM3NYk86g8trnFI9balo3uDjpExTq0NPYa0InVfT9savzELyp0Ya9uSvcnNdZb3N9cjNggPJG776+79fYbah9Gi97E58fuBqV6eV9qlRr4YhzVLg6VPMihDTeWUWm9Bz1Pl5xoUK16x497wdNnUssszIHjgaGGfr9eBJbn6KB+NkXK2jOef8p9wOB8bZe/c9zclN/rmbW26gTT1KlhmxgcMBcZYulyc5hqUt60/GWZVCWDZBffO49t7+7SHZQXeeNuslLIUAMWqpp8rck1w2uPn5nu+v7dvr5bbpGxuL3/tnRzx6hV6DzOuP1s5qm3uaPXPSo4ekPFlfXDEzc6A3Mc9nhYP1N9FV8S8nuV/eLf8ssxpEyJ3+8pK+/BZREzxYj95ihrR5bd/l5Is6Xe3vnl2Y3d3X7sG180Rtt9SaVh0IBLIWQsjSTNF6uQ6kPeV6EYvAIQUOqwXMvq6txbuyT7fsyK/IlOtaNC+SU2OC7z6ru38wICzIq+tA8tFa+7XJO05fjM379tuKo9XiJ8mkdF/2OeqcoJwZabfrdqNKxCJEqP5VVk64Y3Vj1LGO4PgYq7DOwkft/g2UMJhijhwuUwqpJxleMTG++w4mdRZbrcuLvHw0Mm+b94Un1MlBqmiKOX2HFB8T/mwCAeJyVrFvU3u5UkQ9VPRVxZ4y2UT1Hop7QpL/gQMJHLKVaWHUGdQnxM/32kum8HZcgOWGmsMVCimqlLDBm5zEVJs0Vp5UgBgljVc7A9PJaRJNi+FVeiYp8OqjhlcXojI8vS8+pU4OUkXTkKg/jezitO9y9fhQw9Q4rH2VmR3mWEOLPtYeFBtvn9oUQc63T2PlSXFkXlB/DHa0TI0YHoFUItbMcO3+wq8q9lUopqs6anzr0CKdnj19Mzo2JmqEoF2rW1qzOmw7e7H4VKe3XyV5YQE6W+laAyWPitiav0U44a/FrGJM/Tye5L3t7EOqWvYu2q0UofIHMRFefr0DdLWURQhYOjXzTMG6PGbqo9vJ+fbOOw9GU3Jsjzxp1z0ISU4JPHk4JNXKuUdCP5FmERrkc/RsNjN+k2de7ISYOf5DQfeJjPMnCkcmIclQfmPASjt70zw0e/gtpJcy+g/6pDBLVBKWUsRS4/XHS823bvjnxGayQlDTXuCeX5+nNGBKPqyVY+O90YUhZidG6fvCP2BWPpOQtMwKKtGkb8ns7Kc3kvIsvXqnMTBL6QyzzC3ySrXyPPoDbR4wLtY4JoeFPRwpYUV/u9HkdxYWjgefNKmkLEIAqaXw1KNksqVnzySkEaFGdQXsaVbKJMsM6JMDwRlOAY8I7ryqjO64qbq1RCzFVDhECJjSt3T+MLWnydbO2raJsyPXY8dj5U/ckDlDw6FUk3W//xezjb9dGxL+ZhrWiGACR37KrKUO6QmkY2x7Mi1lcprR0+JW0JxwoNghI5k0rOKJn6SWOLpdGIF+DFp/mlkltDudvhEx8VPqpQgZzpoTN1xEvGOSkoU6VMWHVBJEPJhHDV7V2td4scIxIyn2GNuOTE+dnm6+grkVNCccKHLIyoh/iReVbVqTx0q/ujso3MesZH+Fdob26ELW+RMZPVeqZtRI/+GAMKsVW4I9956rks6wwZt8NtUPO0MHSkQnYjw7EZBETp8FnS/btxfWRA2IudKH0Qnma5jnmvB7cVEm/zeMkj0xnhX9f/63U1YifzC3yPM3f/TZdusp9RHHydTM876GfrbALj4ickhWVrT2t1vS4vGBAlqwiUdy/FstR4PDOoL57HhEnmvgYxVbizMlE3TBUNX+HBMLe5+7IkQv42rHCuoiV5S2l0hFnAV945ky78qChFEN58cV2OeYtSvSLDw64OSZDGrMxm2laYS4hJ7oWtdWotNjTzqdN6//zRZn7z4lbX+UZUFl6sEGs6L2Ch1e3VnhXN+VzI20roTfM6tOjGiJ5qNZ32Yxc0RijuBh7vFDoWkOa5KLkvuHMnNMTOjHK6f5qFFI/eF86l6e57YVG5Bz9UrJ0q77p5hVMZVdaua473bjPGBcorjlxDmme3uyd5YoATZ4ckeinfvdPnJ5ng9yOrbazvXgnU+4DRzfkWjvce9hfmmuD/qxW3acQ7qXJ2d3iQpgA8cDEy2duke/zKywRoGM9cRmOq608doKHSjB3wUEkTljwz7SKhtHj94B5ttb4TEbVjPO00Wv8mr9NuTQM+4c8HEsztS8KTuc+/Uftm073cd8wbVPpycepNtvJoW8fMMkBH/emdyPmVWM3npSkno5ruZFQddAi2ZW397T4s6wvfysex7M737Y4cnd6gpburPsN1aur9jvB+QtChzWC5se7PV1zcpQqjCVAFLgLL2M9QPkyO0uPdMeXFSfo9RxtC8z8pPCHz2uuYDa/7PZ6iCfDd6e67wzQi9dSam3C7gzjYF5xqWCbRiaO/AgKrco6c1bWCWECQl79h7JxvW7ra4b/Lw2eHlZUfZXg3lKg9U//jeXwGExD+DVWLHZ7y3X7vDZ4OO5ISonFGM6u7eUACVbK0W0YnjqFikpJWZwEgHSKl5VAKuzXKdkXahb0dxNA9OVdVkmK6zX7fDZ4ONpklgYSmt28eusAGqOUdl8Os/h3W6wEDGKKCdqHJNTPdm70kaGG3p3B+dUZMk0HONIVlFq6M2bFSdaXV3YJUDF1koRvRh+ccBjEyV9RoQaZlC1jGO8E23p/J3DYhG22cGHcr6nuaSkerJ3pr4ebRo4EZoRZluDxN66S1EI4W7KiubzjUBa21HvT28tNejYgnvxGYmk0Q+Z1d7n5K26kRupzZEhz8bJzMqA/d0NehVnbmnT41eHT61ZUc1wVpb1JvbVRoMSIwRMOY7oZGzVYEqKhWnnXZpWiigEKNA17iLZ1O/KG3yUlLHZ7sIryr4KjwYodXetVdPRgmeXY1K2OPVIm87kmm36+veObusDg4Lu8dE5WcMFyM3LZa27i/vJPqpShhBCbJ5fVONpGludITZyBU/Sq2M87owhajGik2HGGUR4mxTr9G3JkZJThXYJGVFj2jadADYQ6Mj56Gx/j3uqxt0hHzCrGFsQN5+gWjombXs0hoh+iM+2sT39qgUYqlu2W+VX++e62XRdpYG5prNFzhnJ/vUZ1hRurlzGug25efr5PpCwdTislsKTD5PyzH2uTTE/Zlb2i6NBGa6uNwVtQF5Ua7W5bneZTMld0LA1OESIWHo5Wz2VV2m1iVztm+PteQtfcttTJl1as+6KscwtSh58lJnvbt/1jGGUfIJZz5Q6JEdGDk4UlER4HjqeVJ9udWaUfibbNi2Z9EbZKhvIafC2O/ycqf0is+pljCd7fMNc3R/I2+fFTDkfIkRsoGLcZnuEbfN+TLQaBZBKisr6s0rc7c/yGy+UO6ZERQ2OF5REeB46llSXbn12jH46yzYjI/61uLhk7W/XbVnl7mpaRM/G9VzD69yG6E3uLmuj00mDM4gahwgRIrkR7r3asuM+fWEWuoBub6TETypb9YKaXbErLCK2dbbFcXNNv7Ky2nurcao3NJwUMyHjAEDbH2tdUJb2ciS7wGxL5x0YgKajKVapKXEThvaZpwlpG61PjtEulDmkkqIHpWUUK1PGyQYAWNeoLvHbAx6KuXoRrCOYT4+G5zoHPVFjWhxWidA5DTZ9LzZ1neXhVzwgpnaUbnLLDX09xtKJEaOOeY3qXU6OfDHD1S1NiD8dZzXU7Ylbv2HlV05u60IiQx+JOEBZAflb5tdlS428OYL59GhAjLnLTQVtf6RFQWX6wJPUnCi/749FlmW73MZpnf6byz9gVq0YA+oGbqhl46FiyevyrlQLB38Tx/W/T6xPH+EXlpubt15vNqqQydOktID1Hn7rrb5bDV9qIL7IrMQ0udpuM/di48Jc8/kSl8xEr6IIezqnQGFkvzgQEGPpehXnAUPrrKig0nYz7zLt5279+wNiLN2uCj/jFm7fxC1QGLH+/f4xVu49Ao5B+AVmXYIIMwwmR280rT1aIX8XBKnfG2eVmZck0HGHD27fbun7QIkB/c5+nlkeLfzW5bT8xMDTp9N3VdqlZAW174xvTnHae7XyxdnQhECrsqaYnps1YgH66QNu/yazGiXY7SdlpONhZfezsi6QLr4+rdFrH4zcAwDsftjuyrF2RqzcYTunJsvVpd+V79m2yKxqKWuqNyHRckPjFSoAnWCB9/pUQHioy42hul6uf35yogLsX3gYFRAVcPdZzXm2+7b8DAD2A7AbAK7wUVqVhf/tKUgj46ofRNVwSNxstz03KTNiRCmACDGmfxTrHeR1/jkHgH0AdAIDV/RDBjvBejvJ7sIAC4hrsFKn2MZiAA4AsBfoGWfoNs4JcQpDJzDy5hUI/0F8urvvQ7wDzJRVZzpV7arQy6FTlV+hvRCQV9fnOGaxKwE4AMA+oKburrDbUZgHwB4gLC3x3Uw9Ui6ToEqcKcMRAPaC4ZzKmBW+UObVjh25MbFisB/0x4VG+168X3OGaeeaFEcYuoCRt6BAnu9ztfb3G8R5YLZ1Qd2if0DyDPK+9IIDwF4AOhbkGFjYA4ZzKqP/6NyQr9btAUbGuaq1JnEBV54yehpW0E41zKsa9hV51FLy58BuvNvfmxQxovyQWb2PXKEa8KozhwIryMF720nPhDzl67LzJ0unpyDiV7hy/QSzCmD1THNv5Wq7ILcrr3hgvhMQ1FdPayfG6N2Fq1wTEqd1nQC0Tp7w8dpgvftGI/9ZfJqJ9fERztSp8Ozt//rNth0/vGJMXItINHfqkbzbDRYYOoEK0wghOR9WS7G5d7vBLIOqFczvAqAOitmSVJ4uVLfqx6oONJiXH6KDkZqBwUbCuAuoaR0pK90ZxeKrAWHOm9EeBICdQFrOClwfmJIxAxrad2wppZFVYDcwtgEF4+5Ovx3FEc9FHQB06V4WNpDMam+wAZ5J8rKm7ScfKbVI20cBRE1zvHU6HNXos7m2tQKAXfwzkWnerr0Cjl4Iq6Uw/0l6qZPz+TeQXs4DgNrma0Hhlc+CrpmbyeQY6/bnHeBljNfWrftv10velJ5vy3wlaAGGNjDfMXrW09vSds+h+OIE2/b+d257r9Vr5QgheMes2YWpfFXLs/0uUfExo0JMK/wEsyaFhw0S7B+qt9h7fLstN0cPaMcybNKSSSNKruBubLqL373pL65ZBZBKiin6s2r9/9W/Nluq2gnmWgG/8kk/LHmQVOC1KncnFYCdwEA7nrnJdVvkxGzT+VKHpMjwQSX7frW5rft3fvm5BkA7kmaTkRE/JCisMDdvu968oOPNyhClAJLjLL1iaTdYjC3o2wDoAiOJO8ytdt9s1KnaZq6H5Jd5X3rCMTyLcftupX+YZVSoRUyspeuqryp3kV/ciQ5zcLg5vQsQpVUuK0lVGW9GsgvMtnTdYYL5xkMp1hlpcaNqnvBhXNomm1PjHzEr82Td7DzzSr1Lgl/gIzFXL4K1CvjFqajCbT73JOxZOQcY28Es5zbHysnG4+kko5fjFVSbOEV0goU2gwSdV9XuI3tVVWQI9Wz10lvw+TjrloLqLLGhA6gwNc7Sa6E7NEcvW+czrzgAdPIvh8WZOPbKaQciLfIqMiZFTWczV691Ncmgly+AWsxnczmcN/AoKWuz3bnxDgB4r/e4Btm5n3/YcI/rYrc9dg7wrhbbZ1ckDk3kFppY7HncAmQlZf4WGVg1AHV0bzPmuVqF+AvMylIJGg5mmibtqQFEDTNhS3xj3i3MMbo+TaFArtFtnaLj+eLa7mPZdx5VHcrbnLKX8nO3Hpqtc0yCQEI5/ym3m6hDFDVdqUB6aDbOkbEC9fvjwT9nVjkfIoTInLYNLOwEivxUh83U/RVyGarEl5g1N3FS0zJ2xs93lWU33gUAeiLTLLc5eWSceiRjlU+6F5Vb1r8rGC3Z7JoRe7+fsTC/Gxigk/nfbA7z7nnBmZX+u5hVK4ReDyPFZ8gp3ZGJZ8JijgTenOhRG5Vtd1BXjrUza4sHbOvUZGlD2WReYdZxIXd2BluctmiEzfcOeISHmEaSbFOSbaNjbSnHyjVqjqgnIcd+hXfU1ryUjZt9tl8fapbcTSvdttEtzDY+0qpmV+7g3fSKjb7XJyG1GJmV1rWWW0SGBzwdZaoXQ4Y4S4PQXEbeAAAQ0klEQVTXXynd6uBuGhVtnVQYdOZMQh7JhHmaMnHamRTke/MNNHE6Ktl9vW+UbVykFeNEueiH3PrAjU7B1nGR3od76pXS2t2ha618rLKTTe09bWt3Vcxp0T5k00Y3m/oDxW+OhZFcN/hH28ZF2XK6q6cupxW4r/NPsEvMc3TfvJ5+rEImRZVi1DBRuYvqFhdrn7zDreBMBf92aqnTCo/IreRUEzNP7wtPmxRPsmv9NjoF28RF+hzpqVdPV+6ONbf03kKKdEZ2lRNE49Vi+63uplHR1vHkgJt3yw82ucfF2icFuZcdKXxwLJRE2pobaR/dkNI3TOuu+F3tsVqtjjOyb0ekzcqAaNv0eBOr4IgxDe1qpX9VVNIUqGSaue/vphgNyOMzgcEuW/aeoeh06NuesED/4KfjTJXo13cb53Nng3VD+dTUNTa25rHRtvFhVnVd+VM4V/80typss0OIVWLiZj/PTdW8Eqkcm74TRVppvu8ZGxA1NP81QeUJuJYz0h0cucbusoR2KGZzYkrcG9lHYRICh5QilmKi+nCFXXSUTaKfiV/ijnMvGQYpYpQxn5yNzssIf/u2Yk+pQ1CYbcyOdbYBjt0PGHMz9N4mLzcvk+jkraSwtb4hvtdfoGC+jhfw3ca1q0OibOIyPdraQsPW/cO/bjZJTbKJibTdd7n2+j4f160bErxNw+rjXk5j/Ovh211WRfuY+GbtuDbWNNTh5Ge7MSLS0td5dU5jiUSJKAWQUozI35R35m6hXqYJbqXUJZuY/q9/WGW6LrkxUyignmQ5ONubknw2J7AzRQrk1Sn/oJUWvFNp9AQrUqTVVtvV5HayUtp4HNrqZLfoljE5jWiFsEKAzBsp7cFmSRkJ4+o2zcv8MofvorFCpYJjUBRXm68r55VIpBxgpJ3Mt4nyD+pXtOsexgeYrG7qpQHQeCB+S2xM1CjBmzy93TEtdooPq5YWEJ89GyyGh88FhbitdPG3T4y2jErxOHSjaU4G9+8N3uG1MSTRLjbku8AgzyO3msE8/WSedVRA8AuiXdMX52eymnGNBkDjvrgt8QmkAQG5cM165rkGlfSjq7QEDmtkyMTN5Lp4y5hI6/CtZvFY9oQQVgkRoKhrK/dmd+Rfpm+yy0mQqNvBbBsAnS85W+yTdvQ9Lt0Z8c1aV9vMXEvHr/8QV5nxejgzc5UJ7yYTLDTuJZnHxcWMaFrxBzGxK7ccH6edJduQQiJeSEvLN6yjHqHMLTAvVm2NcN/eJ+bpRZBqBhP/kEnLtO14yBo/HZofaRUTYmbnsJFxsUZ0LcTud//4nb1ZSoJNTKzDgdsw4JfWlboVtJXNKt+X5TNr1lqun0lqfvKYrEUrghSLRxDGyg+SbZ22mcUm2QR4r0vIS+MbG9r9N6WSU3A1d/xkoPNm0wMDKJitYjhvINNzX/Unhv3Pf7Lzs05M3BIVbN91tlarYL8+HeRm/W1ssp23yYrk6qQRnIq4/8Z8m0PL6YJj9XZ2tpvik2zc1qxmdNd9YTdYIYDUYmSsN9zP9bsoHxPfTP9Lr7D5ofTEHWt8vE28I13a+yDQH+/mZFZ0qIr/INrf5RNuPpGuHQ8h8DzO2fGTbmnxgWu2eZv4RLl03KXOid9fVfoZs8JqKUv0nMzOtIyOsolz3xRSlfB0CtIuHok31nWFbU5MiRtVtmrHC9sS1jm62iZGrg8I8Dvbx5xXM+81m65aZdr2hAcG43Lsv9peXyAVQYPHgmJiHZL8NsVXkR5Pofo/eXT9iFkJPl2nOL3z1m4XxDruWFDIPq+YQzsKj2e4otYusJUbZOtIM7dvMFtb/M22Jr/hyXMa4dJ9VhE6L2MNXU7uhDzd/+W/b81IlBIdRimixemPLia0MEL2H8+6frl6egIyyFmjdzO5zBCMGXroQvnUcP3T0+VvpyGlEDFq4Qv5m0u5mdNCtvr9lT5sdrrmaEcExgzhdqXevU4+dzl7cBwxTNX37s169gaelTOfXk5uYYZgzNAT1yjaGXTqYQ4XCsGY8TcfNKpkqOBpTisc0tYV332x/PVzmkrKkg2UdbCjDl6kzBGMB+cSOcwQDAo7c5uqEzNfXE3gNIegh3P6rhYOv6LJcJgQsrSTdT1HSBgzlNuSN42jBknz86uJXGbI3qMZvZeqJseYejny9kE2FwrBmAk3+xo1BJt4VdzOCsWY0Wcv1cgUnLmp6sPtERgzhNOZ0v+ccvNYLMYM5baQRThz5FYGxgxB4cS+J01aOTxyJ/PpQJNCiOr49dePx3AYIYdP59/pqZWKGRP3Kp70UqQyev/p0tevmg0G7siJ4NIkp0vjvHkxJBmuvtNThU//F1mzLkI1w56dqjnFCcOYIRiadPcpXSNjaWcw1QCZB4WgzaGHL1TIFTyDBBIPV989QX49DmtkrMkfqsdf0wgZS/Sy8s73RRNCxpte8r0btaKlg/XvB2UhrJhsuLkvAmOGoDDp2r1GnQol+BAhxTTP83hlrtCtpume9E5mCAZFHrvVODfDUojYQEK9cSyWVWdr/j/+PvdIE1CyNdLmlz1Z+1oi2MwQNpd09nJRz96YXZxwjBGCQWFXHzUrp6i3usJQNOXpS6aRQFWi5mdHIzGYdPU+zUiwjVLarQMxbGZo2+7UV9Psd2IROEsvpN/s9IguSht9UXgECWtvi+nkhHccKOBLUNVI1QVuKMbLGpmADQoWPlR5/1zRsx8KjqKhGDOk/XCpVIrpFZjiTWX3kptOunhQH1ZLm4euku/drBWLUC3OGLqVdepSlUyCqESNT87kPX7aKBOy1FLGyO3CO5crcRFC4IzRG5UCEayZYby+VnDveq1EUH8oy6rgUAUhel+ln73PirPmVKjgXnYHHIIyQ1v2FkxOQ4QEW5Axnl9IYDeHYFDEzQHWrBzTfCnTGqGA+vD7vP6XzcTP7j+oJCzB08JjWCjGDGGjWaN8lkYCK/iQUsEWHfPPokQfP5X58GmDQgATOEQIEflQ2Zkrpfy3sOxFQQcS0noorfdM4fN7dcKp+gcn8weHIc0M4/U18t1rNWIxMjNWc/dEwcg0Y+xO4d2r1UIh7fGpvGcDzaoZaPx+8e0L5XwcUeKQQoTO8av3UV2ym/InHufsYYZgUNiBczV6LRt/VnyuK6YLC8MYIWw0+u4rePx8TGGax5HnyJzkfVk+eZ9VJW0avJx//zZF8mPv5TMJKQeIKGd3RWLNIS2tiX1vEKO8eeBy/v3bFKkEkU3QR25XCWcQjZje353/sK9BPEm5vpvUCoegzeHnb1M1Ko5WDBPT1AcHIjA07vjR7KdPKBIhNnYzoR2LOn2/Ufmy5BQnDGtL6zmXNzTcrMA/e4JJIYAUOKwWM/qPRWJwzJV7NCOBqGZYY5eTWuCwg921OiVbM065eanw8WCTVsZ8/im3QxcW3WpvXCp88jM39YduCuTDdv/5mlUpZkleV55vDcWYISgr+dlrpk7+7hq3Wtr8sod870aNSIjopIjsdclBVgjKjLx0v0EpZ2tFTEF/Wc+Jwrc4qhU13j+Z0/e4US2GRq+nYcwQNpJw+yFN9S6pP59ZFQKGQcIdGj0YxYuwpZsGtrl5tWx1gi1cYVs3pq0DzcKWYrahaOU68hpud7le2vXx+wPrFDyg44heZDC3r7ey+S6UnacQoUaCC7S8BYIzq0BVOCQXwFoZB2h5QMublyFKIUunRNU4JOMzZ24nRMZ67eyt+/H60TuI0AU1F2h5QMXRzWCzco5WCMmFiFHF1gohuQDWK1oWE5ybYckFkGZmMf0WvQSW8yHV4kdVy5wC00pgOR8iJBjQcOdlLLmAZSAWv8udlcJyHNYtJkWwDQr2j9tccnzJTcPW4JBc8M5tgeDMKVCVEJLzIY3so0yVEuxdsouaOx8UQSNmvXtgDVuNw2ope/GLBims4EPqGY5ODC+KuRiVXKDlzRPsWTlC8CHVDKqXI8Q0rFNiGglL9bKUV+VBombKlGyVACKEiPHdPchfH76gbkiI0HktD2h5QLNYt0y5AFK+qzTeggJT4YsXnxCjiq3BITkfUstQrZil4EOECDUqMbUA0sjZBtlnFHZwll7J/bGxlnxgjaB56lXtwBDjxx6yIEcWxzW5EJlT8YABHjgdFLthhV2Aw8FbDKBdTIQH1C2zMmxWzXv3Ucs1SGBCiBjVP3YP5lKm3NlFTSUcMaq4i9/VfiARpZKgimf51Rl2ZcfrwELbuwQJVMmHCDE6p+EBDUcrguXTkFKEGghMK0HnNDyg5QEVpsYhOR9Sfuj2owYTH9Yq3lWIXABr5Zw5GaLgM+V8lk7J1ktghYAp50NqGWZUoEo+U4HDWgWmxiH5NKSRcxY0LXdbbJxJvi9GYM0HU/gvaTAJ4KUX5N2zKfhMOc768c01Sn/MlP2pTNkGOaIUsPRKtu5Ti4b3JdXygJajFb6T0JILWLrphoH+epGQMy9bGpT5TEKMzctRJb7UkZScWSVbP8NS4izD4qiylCnBZxJCxKBiqwWQWoYZ5YhSAOuVbJ0Ylk9D6hnMSKDKJZUfjQwVXk9MSXHm3WC8ay8CJfiQUozOa5b6g7HD+LqoImFNOkLWKdkfDnSf1mD6oLE+KrIQnV8cUjQtBgksn37vRghZOjmqeqcbxdZLWQSOzGredfI5GUIImHI+pBCyjCoe0LQsqDh6KUIIII2cCzTcWQmLkGDzWh5Qc2aVHO0HFf4FDaaP+jMf1i6OkAqUWOzeCrZeDMsF8JfdZv9Nt4/b/RNxVj5ECJGlt69F/4FWnZwP/zgOfDxEv//PnIqtxplyAcug5BikLMWP9KFtMUpZis9LdP0cP9cNZmiE0OOXHRldGY4N9tZ1W8xrN1nUbTKt2ri+ZPWa/G9tK2zZZ4tlAkSJf0LZUi6AdQpU3F/16HbJs0Han/YQsEaBDl8IjjFbV9BWgsvRz0qcLEMAKRb3CUdL4JDV2yMj+4SsP/0g+C8Wv0DdYDkOqyWIVvTZA4GEkKWRMkfvlT68X/V2HPrTjzb8GcBhFQ7hbyivXzUtSY787UHgMD5UPfSaTuAf6ZP8MnWD5UJEJ2H9J6nw4Cy1gPH2JWVshPHZ9sJh+Vv6SH/1xFtY87HPsm7wn4tfk26wQgARAqZayJBJr11+ur94X0QowzqMaRsO2YYwrcg7g5+8+V4t5qnxLwx/sEqK6mcw3Z8uv4dD8skm/jBdJoD/XKmL/0/BZ4hGaKK3kPq/hMahRoJ0cWNe/ep+6waHNTOYfgb5a6pkw2oxohHBvygVbqUI0Yl/Kvy5+Fs3HS3JWvnhXyYx/GcAhzViRC38Yn/AYY0E/XmbGhXYiYOJN67QZ4lf9G/dtGIk6fSBXwiz3r9GPryXPKc69Ctg1neViDM1QlgrQnRi9AMgaiH815qei38aBlvGF7Ao0/U3f4z/EKhErN7u3MnXLWox9mti1mV8AJUInnrdcPV8kVrStdyI/w5opcj9awX9D5t1M7xfZgUSOCydbL58Nm+G30Hgf/vBRyNBXj6put1TpZN1Kfi/rLnITxT5Gz8AlRBQCUGjUtBICBo/+IOq4FM/9lzGMv5CULWSJiW+3LV+1aAq8UathK7gN/ytn+RXCqpGTFcJG3/BFUglBI1aSRMhaPhlvKpUlZCmEdMU/AaF4G/+MB/hI2ZVKx4vYxnLWMYylrGMvwQfMeuFC73LWMYylrGMZSzjL8FHzMpatmVbtmVbtmVbtr/MPmLWZVu2ZVu2ZVu2ZfsPsWVmXbZlW7ZlW7Zl+4+0/wd7bpgRmyx5LwAAAABJRU5ErkJggg==" /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"> </div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Use this data type when the column data is to be of fixed length, which tends to be the case</span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">for customer IDs and bank account IDs.</span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><br /></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";">Nchar DataType</span></u></b></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u></b></span></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Nchar type is exactly similar to char. But hold character in Unicode format rather than ANSI. The Unicode format has a larger character set range than ANSI. Unicode datatype take exact double memory space in sql server. So use the nchar when you want to store the Unicode value.</span></div><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u></b></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt; text-align: left;"><span style="font-size: x-small;"><b><u><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";">varchar DataType</span></u></b></u></b></span></div><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">Varchar datatype, which is used to store the alphanumeric values, just like char datatype. If both are similar than what is the difference between char and Varchar? What is the need to create the new datatype? Later in this article we will discuss this. </span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">The maximum size of a Varchar column is 8,000 characters. However, if you define the column with no size—that is, Varchar () — then the length will default to 1.</span></div><br /><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u></b></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Difference between the char and Varchar datatype</span></span></u></b></span></div><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u></b></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Char belongs to fixed length characters datatype, Varchar belongs to variable length characters datatype. </span><span lang="EN-US" style="font-family: "Arial","sans-serif";">If you define a column to be 20 characters long, but If you enter fewer than the number of characters defined like 10 characters then it will consume only 10 characters memory. It will not consume the defined memory. </span></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><br /></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Now we look in the query:</span></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><br /></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u></b><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"><img alt="" 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" /></span></u></b></div><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"></span></u></b><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><br /></span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Output of the select statement:</span></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><br /></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> <div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><img alt="" src="data:image/png;base64,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" /></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span style="font-family: "Arial","sans-serif";"><br /></span></div></span></u></b><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span style="font-size: x-small;">We can see in above image the output of the select statement, the ZipCodelength value are varying according to data in zipCode field.</span> </span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><br /></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">So we should use the Char for the fixed length data field and Varchar for the variable length data field.</span></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"></span><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u></b><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span lang="EN-US" style="font-family: "Arial","sans-serif";"><br /></span></span></u></b></div><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"></span></u></b><br /><div class="MsoNormal"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span style="font-size: x-small;">Nvarchar DataType</span></span></b></span></u></b></div><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"></span><span lang="EN-US" style="font-family: "Arial","sans-serif";"></span></u></b><br /><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span style="font-family: Arial,Helvetica,sans-serif;">Nvarchar datatype same as varchar datatype but only difference nvarchar is used to store Unicode characters and it allows you to store multiple languages in database. nvarchar datatype will take twice as much space to store extended set of characters as required by other languages</span>.</span></span></div><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"><div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"><br /></div></span><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></u><span style="font-size: x-small;"><u><span lang="EN-US" style="font-family: "Arial","sans-serif";"><div class="MsoNormal"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Difference between Varchar and Nvarchar DataType</span></b></div><table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; border: medium none; margin-left: -12.6pt;"></table></span></u></span></b><table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; border: medium none; margin-left: -12.6pt;"><tbody><tr style="height: 15.25pt;"><td style="border: 1pt solid windowtext; height: 15.25pt; padding: 0cm 5.4pt; width: 9cm;" valign="top" width="340"><div align="center" class="MsoNormal" style="line-height: normal; margin-left: -0.7pt; text-align: center;"><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";">Varchar(n)</span></u></b></span></div></td> <td style="-moz-border-bottom-colors: none; -moz-border-left-colors: none; -moz-border-right-colors: none; -moz-border-top-colors: none; border-color: windowtext windowtext windowtext -moz-use-text-color; border-image: none; border-style: solid solid solid none; border-width: 1pt 1pt 1pt medium; height: 15.25pt; padding: 0cm 5.4pt; width: 271.35pt;" valign="top" width="362"><div align="center" class="MsoNormal" style="margin-left: -0.85pt; text-align: center;"><span style="font-size: x-small;"><b><u><span lang="EN-US" style="font-family: "Arial","sans-serif";">Nvarchar(n)</span></u></b></span></div></td> </tr><tr style="height: 89.6pt;"> <td style="-moz-border-bottom-colors: none; -moz-border-left-colors: none; -moz-border-right-colors: none; -moz-border-top-colors: none; border-color: -moz-use-text-color windowtext windowtext; border-image: none; border-right: 1pt solid windowtext; border-style: none solid solid; border-width: medium 1pt 1pt; height: 89.6pt; padding: 0cm 5.4pt; width: 9cm;" valign="top" width="340"><div class="MsoListParagraphCxSpFirst" style="margin-left: 17.3pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">1.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Non-Unicode Variable Length character data type.</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Example:</span></b><span lang="EN-US" style="font-family: "Arial","sans-serif";"> Declare @FirstName As Varchar(20) = ‘Developer’</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Select @FirstName</span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span style="font-size: x-small;"> </span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">2.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">It takes 1 byte per character. </span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Example: </span></b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Declare @FirstName As Varchar(20) = ‘Developer’</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Select @FirstName AS FirstName,</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">DATALENGTH(@FirstName) As Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Result:</span></b></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">FirstName Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Developer 9</span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span style="font-size: x-small;"> </span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">3.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">Can store maximum 8000 Non-Unicode characters.</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">4.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">If the value of n is not specified at the time of variable declaration or column definition then it is considered as 1.</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Example: </span></b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Declare @FirstName As Varchar =’Developer’</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">SELECT @firstName FirstName,</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">DATALENGTH(@firstName) Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Result:</span></b></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">FirstName Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">D 1</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">5.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";"> If n is not specified in while using Cast/Convert functions, then it is considered as 30.</span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";"><br /></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span lang="EN-US" style="font-family: "Arial","sans-serif"; line-height: 115%;"> <span style="font-size: x-small;"><b>Example:</b></span></span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span lang="EN-US" style="font-family: "Arial","sans-serif"; line-height: 115%;"><b> </b><span style="font-size: x-small;">Declare @firstName Varchar(50)=<br />‘Unicode character sets hold up to 65,536’<br /> <br />Select CAST(@firstName As Varchar) FirstName,<br />DATALENGTH(CAST(@firstName As varchar)) Length </span></span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span lang="EN-US" style="font-family: "Arial","sans-serif"; line-height: 115%;"> <span style="font-size: x-small;"> <b>Result:</b></span><br /><span style="font-size: x-small;">FirstName Length<br />Unicode character sets hold up 30</span> </span></span></div></td> <td style="border-color: -moz-use-text-color windowtext windowtext -moz-use-text-color; border-style: none solid solid none; border-width: medium 1pt 1pt medium; height: 89.6pt; padding: 0cm 5.4pt; width: 271.35pt;" valign="top" width="362"><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">1.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> <span style="font-size: x-small;"> </span></span></span><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Unicode Variable Length character data type. Nvarchar can store both the Unicode and non-Unicode (i.e) Chinese, Japanese, Korean etc) character. </span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Example:</span></b><span lang="EN-US" style="font-family: "Arial","sans-serif";"> Declare @FirstName As Nvarchar(20) = ‘Developer’</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Select @FirstName</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">2.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">It takes exactly double bytes per character as compare to Varchar. It takes 2 bytes per Unicode/Non-Unicode character.</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Example: </span></b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Declare @FirstName As Nvarchar(20)= ‘Developer</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Select @FirstName AS FirstName,</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">DATALENGTH(@FirstName) AS Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Result:</span></b></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">FirstName Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">Developer 18</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">3.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">Can store maximum 4000 Unicode/Non-Unicode characters.</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">4.<span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">If the value of n is not specified at the time of variable declaration or column definition then it is considered as 1.</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Example: </span></b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Declare @FirstName As Nvarchar =’Developer’</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">SELECT @firstName FirstName,</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">DATALENGTH(@firstName) Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><br /></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";">Result:</span></b></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.3pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">FirstName Length</span></span></div><span style="font-size: x-small;"> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">D 2</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Arial","sans-serif";">5. <span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><span lang="EN-US" style="font-family: "Arial","sans-serif";">If n is not specified in while using Cast/Convert functions, then it is considered as 30.</span></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";"> <b><span style="font-size: x-small;">Example:</span></b></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt; text-indent: -18pt;"><span lang="EN-US" style="font-family: "Arial","sans-serif";"> <b><span style="font-size: x-small;"> </span></b><span style="font-size: x-small;">Declare @firstName Nvarchar(50)=<br /> ‘Unicode character sets hold up to 65,536’<br /> <br /> Select CAST(@firstName As Nvarchar) FirstName,<br /> DATALENGTH(CAST(@firstName As Nvarchar)) Length</span> <br /> <b><span style="font-size: x-small;">Result:</span></b><br /> <span style="font-size: x-small;">FirstName Length<br /> Unicode character sets hold up 60 </span></span> </div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 17.15pt;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: -0.85pt; text-indent: -18pt;"><b><span lang="EN-US" style="font-family: "Arial","sans-serif";"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-family: "Times New Roman"; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span></b><b><span lang="EN-US" style="font-family: "Arial","sans-serif";"> </span></b></div></td> </tr></tbody></table><br /><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;">So if you are not using other languages then it’s better to use varchar datatype instead of nvarchar. </span><span lang="EN-US" style="font-family: "Arial","sans-serif"; font-size: x-small;"> </span><span lang="EN-US" style="font-family: "Arial","sans-serif";"><br /></span></div>Raghavhttp://www.blogger.com/profile/14696105144745852031noreply@blogger.com0