Tuesday, August 04, 2020

Counting hails in the hailstorm

The true essence of technological advances comes with our understanding of the surroundings, getting better with the aid of tools that never existed before. As analytics continues to evolve at a blistering pace, it brings with it the ability to take decisions that affects the lives of millions around us. Out of seeming nothingness we get concrete patterns that could only have been imagined few decades back.

As interesting scenarios continue to emerge in a changing superfluous landscape, the veil is lifted gradually as we intensely dig deeper using instruments ready to redefine our future. Our profound ignorance often becomes bluntly evident as we start to passionately navigate the curves of the charts, allowing us to gradually achieve a level of awareness at which we learn to be amused rather than shocked. The below graphical representation using Tableau of Coronavirus statistics of India depicts statistics of confirmed cases, cured cases and death cases across all the states as of Aug 22nd 2020. It’s strikingly concerning when clicking through the percentages of health stats, we find some states which seemingly have low confirmed cases are not doing too well in overall death percentage. Or states that appear dangerously higher up in rankings of confirmed cases are often actually doing comparatively well considering their cured percentages. The below analytics can be best viewed on a larger screen display.


Monday, July 13, 2020

Interacting with Enhanced Data Interpretations

As we traverse one of the most uncertain times in our history to a new future where things may never allow us to be the same, informed decision-making in the age of data analytics can go a long way to help see the unseen often right infront of us. Correlation, causality, related dimensions that otherwise would be difficult to interpret easily surfaces up when seen from the right context.

In the eastern part of the 2nd most populous country of the world in India, lies the diverse state of West Bengal with a population of nearly 100 million and land area of 34,267 mi². To put that into perspective, that translates to nearly ¼ of the US population in an area that is ¹⁄₁₁₀ the size of US land area, a population density of 28 times more. Upholding the safety protocols at this juncture will need prolific planning and execution, as we all try to overcome the Coronavirus pandemic together.

The below schematics has been created using data from Wikipedia which currently holds active cases counts as of mid-June 2020. The intensity of colors represent amount of active cases in comparison to other districts, almost always proportionate with the population in the respective district. The population figures pertain to Census 2011 however would provide a rough comparative summary of the districts. Deselecting the toppers from the District dropdown below starts to reveal more distinguishable comparative shades of the districts.

A geomap creation with overlaying useful dimensions helps strengthen the visualization. It took some digging around and fine-tuning as there wasn't a readily available dataset with accurate latitudes and longitudes to plot the required districts. Now along with the headquarters of each district and the containment zone coloring as of June data, we have an enhanced visibility of the current scenario.

The charts above are best viewed in a bigger screen area. For the latest figures, we can find them in these curated sites for West Bengal and India.

Wednesday, February 19, 2020

āύীāϰāĻŦāϤাāϰ āϏāĻŽ্āĻŽোāĻšāύে

āĻĒৃāĻĨিāĻŦীāϰ āϰূāĻĒāϰেāĻ–াāϰ āĻĻুāϰ্āϞāĻ­ āĻ…āύুāĻ­ূāϤিāĻ—ুāϞোāϰ āĻ–োঁāϜে āϏāĻšāϏ্āϰ āĻŽাāχāϞ āĻ­্āϰāĻŽāĻŖ āĻ“ āĻĒāϰিāĻļ্āϰাāύ্āϤি āϤāϤāĻ–াāύি āϰোāĻŽাāĻž্āϚāĻ•āϰ āϝāϤāϟা āĻ•āϞ্āĻĒāύাāϤীāϤ āχāϤিāĻšাāϏāϏিāĻ•্āϤ āĻŦিāϏ্āĻŽā§ŸāĻ—ুāϞিāϰ āϏāĻŽ্āĻŽূāĻ–ীāύ āĻšāĻ“ā§Ÿা । āĻŦৈāϚিāϤ্āϰেāϰ āĻĒ্āϰāϞেāĻĒে āωāχāύ্āϟাāϰ āĻ…āϞিāĻŽ্āĻĒিāĻ•েāϰ āĻĻাāĻŦিāĻĻাāϰ āĻšāĻ“ā§Ÿা āĻĨেāĻ•ে āĻļুāϰু āĻ•āϰে āϰāĻ• āĻ•্āϞাāχāĻŽ্āĻŦিং⧟েāϰ āĻ–েāϞাāϘāϰ - ⧟োāϏেāĻŽিāϤে āύ্āϝাāĻļāύাāϞ āĻĒাāϰ্āĻ•েāϰ āϰূāĻĒāĻŽাāϧুāϰ্āϝ্āϝেāϰ āφāĻ•āϰ্āώāĻŖ āϏāĻŽā§Ÿ āĻ“ āĻ‹āϤুāϰ āĻļৃāĻ™্āĻ–āϞ āύা āĻŽেāύে āĻ•্āϰāĻŽাāĻ—āϤ āĻ­াāϏি⧟ে āύি⧟ে āϝা⧟ āĻāĻ• āϏāĻŽাāύ্āϤāϰাāϞ āĻŽāĻšাāĻŦিāĻļ্āĻŦে । āĻĒ্āϰāĻļāϏ্āϤ āωāĻĒāϤ্āϝāĻ•া⧟ āĻ…āϏীāĻŽāϤ্āĻŦ āϝেāύ āĻāĻ• āϜāϞāϏাāϰ āĻĒ্āϰāϤিāϧ্āĻŦāύি āĻšā§Ÿে āύীāϰāĻŦে āϏূāϰ্āϝ āĻ“ āĻĒাāĻĨāϰেāϰ āϏংāĻŽিāĻļ্āϰāĻŖে āĻāϞ āĻ•্āϝাāĻĒিāϟাāύ āĻāĻŦং āĻšাāĻĢ āĻĄোāĻŽেāϰ āĻ›āĻĻ্āĻŽāĻŦেāĻļে āφāĻŽাāĻ•ে āĻĒāϰিāϚ⧟ āϜিāϜ্āĻžেāϏ āĻ•āϰāĻ›ে - āĻļāĻšুāϰে āĻĒ্āϰāϜাāϤিāϰ āϜীāĻŦ āĻĻেāĻ–ে ⧟োāϏেāĻŽিāϤেāϰ āφāϰāĻŖ্āϝāĻ• āĻĒ্āϰāϜাāϤিāϰাāĻ“ āϝে āĻ…āĻŦাāĻ• āϚোāĻ–ে āϤাāĻ•া⧟āύি āϤা āύ⧟।

āĻĒাāĻšা⧜েāϰ āĻ—া āĻŦে⧟ে āϜāϞāĻĒ্āϰāĻĒাāϤেāϰ āĻšাāϜাāϰ āĻĢুāϟ āĻ“āĻĒāϰ āĻĨেāĻ•ে āĻĒাāĻĨāϰেāϰ āĻ“āĻĒāϰ āĻĒ⧜াāϰ āφāĻ“ā§ŸাāϜেāϰ āĻĻিāĻ•ে āĻšাāϟāϤে āĻšাāϟāϤে āĻŦিāĻļাāϞাāĻ•াāϰ āĻĻেāĻŦāĻĻাāϰূ, āĻĒাāχāύ āĻāĻŦং āĻšেāĻŽāϞāĻ• āĻ—াāĻ›েāϰ āĻŽāϧ্āϝে āĻĻি⧟ে āĻĒāĻĨ āĻšাāϰি⧟ে āĻĢেāϞāϞে āĻ…āύ্āϧāĻ•াāϰে āĻ•ি āĻšāĻŦে āϤা āύা āĻ­েāĻŦে āĻāϞāĻŽāϞে āĻĻিāύেāϰ āφāϞোāϤে āĻāĻĻিāĻ• āĻ“āĻĻিāĻ• āϤাāĻ•াāϤে āϤাāĻ•াāϤে āĻšাāϟāϤে āĻĨাāĻ•āϞাāĻŽ। āĻ•িāĻ›ুāĻ•্āώāĻŖেāϰ āĻŽāϧ্āϝেāχ āϚাāϰāĻĒাāĻļেāϰ āĻĒাāĻšা⧜েāϰ āĻŽাāĻে āϜāϞāĻĒ্āϰāĻĒাāϤেāϰ āύাāύ্āĻĻāύিāĻ• āĻĻৃāĻļ্āϝ āĻ•াāϟি⧟ে āĻĻিāϞো āĻŽāϧ্āϝাāĻš্āύāĻ­োāϜেāϰ āϚāĻŽā§ŽāĻ•াāϰ āϰেāĻļ । āĻŽোāĻŦাāχāϞ āĻ•্āϝাāĻŽেāϰাāϰ āĻĒ্āϰāϤি āϏুāĻŦিāϚাāϰ āĻ•āϰাāϰ āĻĒāϰ āĻĢেāϰাāϰ āĻĒāĻĨে āĻŽাāύুāώেāϰ āĻ­ি⧜ āĻ•াāϟি⧟ে āϚাāϰāĻĒাāĻļে āϘুāϰāϤে āϘুāϰāϤে āĻŦেāĻļ āĻ•ā§ŸেāĻ•āĻŦাāϰ āĻšāϰিāĻŖেāϰ āĻŦিāĻ­িāύ্āύ āĻĒ্āϰāϜাāϤিāϰ āĻŽুāĻ–োāĻŽুāĻ–ি āĻšāĻ“ā§ŸাāϤে āĻšāĻ•āϚāĻ•ি⧟ে āϤাāĻĻেāϰ āύিāĻŽেāώে āĻ—াāĻ›েāϰ āĻ†ā§œাāϞে āĻĒাāϞাāύো āϝেāύ āĻĒ্āϰāĻ•ৃāϤিāϰ āĻāĻ• āĻ…āϞীāĻ• āϏুāϰ āĻŦিāϘ্āύ āĻšāĻ“ā§Ÿাāϰ āĻ…āύুāĻ­ূāϤি āĻĻিāϚ্āĻ›িāϞ । āφāĻŽাāĻĻেāϰ āĻ…āϰāĻŖ্āϝāĻŦিāύাāĻļেāϰ āĻĒ্āϰāĻ­াāĻŦ āĻĨেāĻ•ে āĻāϰāĻŽ āĻ•িāĻ›ু āϜা⧟āĻ—াāĻ•ে āĻāĻ–āύো āϝেāĻ­াāĻŦে āϏংāϰāĻ•্āώāĻŖ āĻ•āϰে āϰাāĻ–া āĻšā§ŸেāĻ›ে āϤা āĻĻেāĻ–ে āĻĻাāϰুāύ āϞাāĻ—āϞো।

āĻ•্āϝাāϞিāĻĢোāϰ্āύি⧟াāϰ āĻŦিāĻ–্āϝাāϤ āωāĻĒাāĻĻে⧟ āĻāĻŦং āϏুāϏ্āĻŦাāĻĻু āĻŽেāĻ•্āϏিāĻ•াāύ āϏাāύ্āϧ্āϝāĻ­োāϜāύেāϰ āωāĻĻ্āĻĻেāĻļ্āϝে āϰāĻ“āύা āĻšāϞাāĻŽ āϏূāϰ্āϝাāϏ্āϤেāϰ āφāĻ—েāχ । āĻĒাāĻšা⧜ি āϰাāϏ্āϤাāϰ āĻ—া āϧāϰে āφঁāĻ•েāĻŦাঁāĻ•ে āĻŦāĻšুāĻ•্āώāĻŖ āϚāϞাāϰ āĻĒāĻĨ āϝে āϰাāϤেāϰ āĻĻিāĻ•ে āĻ•িāϰāĻ•āĻŽ āĻŽেāϘে āĻĸেāĻ•ে āĻ•ু⧟াāĻļাāϚ্āĻ›āύ্āύ āĻ…āĻĨāĻŦা āĻļিāϞাāĻŦৃāώ্āϟিāϰ āϏāĻŽ্āĻŽুāĻ–ীāύ āĻšāϤে āĻĒাāϰে āϤা āϏাāωāĻĨ āĻĄাāĻ•োāϟাāϰ āĻāĻŦং āĻ•āϞোāϰাāĻĄোāϰ āϏ্āĻŽৃāϤিāĻŦিāϜ⧜িāϤ āĻ…āĻ­িāϜ্āĻžāϤাāϰ āĻĒāϰ āĻ­োāϞা āĻ…āϏāĻŽ্āĻ­āĻŦ । āφāϜ āφāϰ āϏেāϰāĻ•āĻŽ āĻšāϞো āύা, āϜাāύāϞাāϰ āĻ•াঁāϚ āĻ•āϤāϟা āϤুāϞāĻŦো āφāϰ āĻ•āϤāϟা āύাāĻŽাāĻŦো āφāϰ āĻ িāĻ• āĻ•āϤāϟা āĻšাāĻ“ā§Ÿা āĻ–াāĻ“ā§Ÿাāϰ āĻĒāϰ āĻ াāύ্āĻĄা āϞেāĻ—ে āϝেāϤে āĻĒাāϰে āϏেāχ āĻ•্āϝাāϞāĻ•ুāϞেāĻļāύ āĻ•āϰāϤে āĻ•āϰāϤে āĻĒৌঁāĻ›ে āĻ—েāϞাāĻŽ āϟāϞেāĻĄোāϏ āĻŦিāĻļুāĻĻ্āϧ āĻŽেāĻ•্āϏিāĻ•াāύ āϰেāϏ্āϤোāϰাঁāϤে । āϰāĻ•āĻŽাāϰি āφāϏ্āĻŦাāĻĻāύেāϰ āϚāĻ•্āĻ•āϰে āĻĒ্āϰāϤিāĻŦাāϰেāϰ āĻŽāϤāύ āĻ…āϰ্āĻĄাāϰেāϰ āĻĒāϰিāĻŽাāύে āĻŽāύ āύা āϰেāĻ–ে, āϞাāχāĻ­ āĻŽিāωāϜিāĻ• āĻāĻŦং āĻ–াঁāϟি āĻŽেāĻ•্āϏিāĻ•াāύ āĻĒāϰিāĻŦেāĻļে āĻ•্āϰāĻŽাāĻ—āϤ āĻ•াāύে āĻ­েāϏে āφāĻļা āĻŦāĻšু āĻļāĻŦ্āĻĻেāϰ āĻ…āϜাāύা āϧ্āĻŦāύিāϰ āφāϞোāφঁāϧাāϰিāϤেāχ āĻšাāϰি⧟ে āĻ—েāϞাāĻŽ । āϏāĻ­্āϝāϤাāϰ āĻ…āϏ্āϤিāϤ্āĻŦেāϰ āϏুāϰ, āϏāĻŽā§Ÿেāϰ āϏাংāϏ্āĻ•ৃāϤিāĻ• āĻĒ্āϰাāϚীāϰ, āĻāϞāĻŽāϞে āĻŦাāϤিāϰ āωāϤ্āϤেāϜāύা, āϏুāϏ্āĻŦাāĻĻু āύৈāĻļāĻ­োāϜেāϰ āĻ—āĻ­ীāϰ āĻ…āύুāĻ­ূāϤিāϰ āϏাāĻĨে āĻŽিāĻļে āϝেāϤে āĻĨাāĻ•āϞো |

Friday, December 27, 2019

Hikes in Death Valley National Park

During my recent visit to Death Valley National Park, it was a breathtaking experience to absorb the variety of trails and landscapes it offers in just a few miles apart from each other. Starting from sand dunes to canyons to basins to trails, and adding to it the changing ambience at different times of the day and at different altitudes - it's a must for nature lovers.
Some intensive research and study went into planning the trip and reading through the guides to make sure we can make the most of the trip. Here's a detailed hiking guide for Death Valley. Some statistics may vary across the different websites of National Park Service and social sites like AllTrails based on route taken. The details here are focussed on NPS data.

Current Weather - A beautiful day can suddenly surprise us in this unpredictable landscape, hence a good study of the weather forecast is an essential ingredient for planning. The last thing we want is to get stuck in snow, closed roads, hailstorms or rains in the middle of the memorable moments of our life. Here's the current weather right now.

Trailheads - The starting points of the trails are shown below, click on the expand bar on the left top below to see the names of each.



Easy Hikes - The hikes are termed easy when the distances are very few miles and accompanied by almost negligible elevation gain and thus suitable for everyone.

A) HARMONY BORAX WORKS - This is located near a historic mining site where the mule wagons started their famous journey. This is around 0.4 mile round trip and has an elevation gain of less than 50 feet.

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B) SALT CREEK INTERPRETIVE TRAIL - The Salt Creek Interpretive Trail is one of the short yet most well-known trails of Death Valley and home to some rare fishes. This is also around 0.5 mile round trip and has nearly zero elevation shift.

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C) BADWATER SALT FLAT - The Badwater Salt Flat at Death Valley is one of the largest in the world and the lowest point in North America. At many places the salt forms a thin crust over mud so tricky to stray away from known paths. The salt flat forms amazing patterns with accumulated salt crystals and constantly changing temperatures. This is around 1 mile round trip and has nearly zero elevation shift.

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D) NATURAL BRIDGE CANYON - The Natural Bridge Canyon is a trip into exquisite views inside a canyon and gifts us a marvellous naturally formed picturesque bridge. This is around 1 mile round trip and has 180 feet elevation gain.

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E) MESQUITE FLAT SAND DUNES - With a plethora of  views at different times of the day casting immersive shadows, the Mesquite Flat Sand Dunes truly are a gem in this vast valley. This is around 2 miles round trip and has around 185 feet elevation gain.

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Moderate Hikes - The hikes are termed moderate when the distance and landscape elevation gain combined often requires us to stay in moderately good shape or otherwise might need rests and breaks to catch our breath a few times. Hence choosing the hike category is always a wise decision before we embark.

F) UBEHEBE CRATER RIM - This is a hike around the rim of a deep volcano. Going a little further around the loop we can see the Uberhebe Crater in all it's glory. This is around 1.5 miles round trip and has an elevation gain of 500 feet.

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G) DARWIN FALLS - The Darwin Falls is drinking water! It's a desert waterfall and the path maybe slightly rocky but it's a nice trip and back. A SUV or similar vehicle is prefered on this route. This is also around 2 miles round trip and has 450 feet elevation gain.

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H) BADLANDS LOOP / GOLDEN CANYON / ZABRISKIE POINT - The trailheads start at Golden Canyon and Zabriskie Point. These are hikes through pretty colorful canyons carved across colorful rocks. The recommended route is starting at either of these points and looping back through Gower Gulch. This is around 2.7-5 miles round trip and has 535 feet elevation gain.

➤ View Images  ➤ View Videos  ➤ View TripAdvisor Reviews  ➤ View AllTrails Reviews (view only Zabriskie Point reviews)

I) DESOLATION CANYON - A beautiful trip through the colorful rocks of the canyons provide cherishable moments to capture. This is 3.6 miles round trip and has 600 feet elevation gain.

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J) SIDEWINDER CANYON - With a twisted formation of rocks and passages, an exciting hike awaits everyone in this canyon. This is around 5 miles round trip and has a 1,580 feet elevation gain.

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K) FALL CANYON - If the rock formations weren't enough, look for the steepness in this canyon and if you're lucky, a glimpse of bighorn sheep might prop up out of nowhere. This is around 6 miles round trip and has 2,460 feet elevation gain.

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L) DANTES RIDGE - A miraculous view as far as the eye can go, Dante's View point is one of the main attractions in Death Valley National Park. The best art is there is unobstructed view of the entire landscape. This is 8 miles round trip and has a 1,200 feet elevation gain.

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M) PANAMINT DUNES - The exquisite dunes are best watched during sunrise or sunset when the shadows mark their shapes prominently. This is 7 miles round trip and has near 1,028 feet elevation gain.

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Difficult Hikes - The hikes are termed difficult when the distances and elevation gains combined requires us to stay in excellent shape or else is advisable to avoid the risk. Choosing a difficult hike is recommended only with full preparation of atleast 3 litres of water per person, and after knowledge of the current road and weather conditions.

N) MOSAIC CANYON - Colorful polished rocks mark the specialty of this canyon over narrow passages and bends. This is 4 miles round trip and has an elevation gain of 1,200 feet.

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O) WILDROSE PEAK - A hike through the woodlands offers amazing views every now and then. The rocks and gravel are similar to the other hikes. Due to the elevation gain snow can be expected at times. This is about 8.4 miles round trip and has 2,200 feet elevation gain.

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P) TELESCOPE PEAK - If the road is not closed due to winter conditions, highly recommended is to answer the call of the highest peak in Death Valley. All the prerequisites of attempting a difficult trail applies strictly here. This is around 14 miles round trip and has 3,000 feet elevation gain.

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Queries? Feel free to connect.

Friday, March 22, 2019

āφāĻš্āĻŦাāύেāϰ āĻ›া⧟াāϤে

āύিāω āĻ‡ā§Ÿāϰ্āĻ• । āύাāĻŽāϟাāϰ āĻŽāϧ্āϝেāχ āϰ⧟েāĻ›ে āĻāĻ• āύāϤুāύ āϚāĻ•āϚāĻ•ে āĻāĻ•āĻāĻ•ে āĻŦ্āϝাāĻĒাāϰ । āϞা āĻ—ু⧟াāϰ্āĻĻি⧟া āĻā§ŸাāϰāĻĒোāϰ্āϟে āύেāĻŽে āĻĒাāĻļে āĻāĻ•āϟি āĻŦেāĻ•াāϰি āĻĨেāĻ•ে āĻŦ্āϰেāĻ•āĻĢাāϏ্āϟ āĻ•āϰে āύিāω āĻ‡ā§Ÿāϰ্āĻ• āϏিāϟি-āĻĒাāϏ āĻ•িāύে āĻšোāϟেāϞে āĻĒৌঁāĻ›াāύোāϰ āĻŽাāĻেāχ āφāĻ­াāϏ āĻĒাāĻ“ā§Ÿা āϝা⧟ āĻ—āϤিāĻļীāϞ āϏ্āϰোāϤেāϰ āϜাāϞে āύিāĻ–ুঁāϤ āĻ­াāĻŦে āĻŦোāύা āĻĒ্āϰāϤিāϟি āĻŽাāύুāώেāϰ āĻĻৈāύāύ্āĻĻিāύ āϜীāĻŦāύ । āϰাāϜāĻ•ী⧟ āĻ…āϟ্āϟাāϞিāĻ•াāϰ āĻ”āϜ্āϜ্āĻŦāϞ্āϝেāϰ āĻŦিāĻĒāϰীāϤ āϚিāϤ্āϰ āĻļāĻšāϰেāϰ āĻŦāĻšু āĻ—āϞিāϤে āϏ্āĻĒāώ্āϟ āĻ•āϰে āĻĻেāĻ–ি⧟ে āĻĻে⧟ে āĻāĻ•āĻŦিংāĻļ āĻļāϤাāĻŦ্āĻĻীāϰ āĻ…āύিāϚ্āĻ›ā§ŸāϤা ।

āϚাāϰāĻĻিāĻ•েāϰ āĻ…āϜāϏ্āϰ āϏাāχāύāĻŦোāϰ্āĻĄ āĻ•্āϰāĻŽাāĻ—āϤ āϜাāύাāϤে āĻĨাāĻ•ে āύāĻŽ্āĻŦāϰ āφāϰ āϞাāϞ āύীāϞ āĻšāϞুāĻĻ āϰুāϟেāϰ āϏাāĻŦāĻ“ā§Ÿে āϝাāϤে āĻ•āϰে āĻŽ্āϝাāύāĻšাāϟাāύেāϰ āϝেāĻ•োāύো āĻĒ্āϰাāύ্āϤ āĻĨেāĻ•ে āφāϰেāĻ• āĻĒ্āϰাāύ্āϤে āĻĒৌঁāĻ›ে āϝাāĻŦে āĻ•েāω āύিāĻŽেāώেāϰ āĻŽāϧ্āϝে । āĻĢাāχāĻ­ āώ্āϟাāϰ āϰেāϏ্āϟুāϰেāύ্āϟ āĻĨেāĻ•ে āĻļুāϰু āĻ•āϰে āϏ্āϟ্āϰিāϟ āĻĢুāĻĄেāϰ āϏ্āĻŦাāĻĻে āĻŦৈāϚিāϤ্āϰেāϰ āϏীāĻŽা āĻŽাāĻĒāϤে āĻŽাāĻĒāϤে āĻāϞāĻŽāϞে āĻŦিāĻ•েāϞে āϏ্āϟ্āϝাāϚু āĻ…āĻĢ āϞিāĻŦাāϰ্āϟিāϰ āĻ•াāĻ›ে āχāϤিāĻšাāϏেāϰ āϤীāĻŦ্āϰ āϏ্āϰোāϤ āĻ—্āϰাāϏ āĻ•āϰāϞো āĻāϞিāϏ āφāχāϞ্āϝাāύ্āĻĄ āĻŽিāωāϏি⧟াāĻŽে । āĻ•āĻ িāύ āĻĒāϰিāϏ্āĻĨিāϤি āĻĨেāĻ•ে āϏুāĻĻিāύেāϰ āφāĻ•াāĻ™্āĻ•্āώা⧟ āĻŽাāϏেāϰ āĻĒāϰ āĻŽাāϏ āĻĒ্āϰাāĻŖ āĻুঁāĻ•ি āĻ•āϰে āφāϟāϞাāύ্āϟিāĻ• āĻŽāĻšাāϏাāĻ—āϰ āĻĒাāϰি āĻĻেāĻŦাāϰ āĻ•াāĻšিāύী āφāϰো āϰোāĻŽāĻšāϰ্āώāĻ• āĻ•āϰে āϤোāϞে āĻāϞিāϏ āφāχāϞ্āϝাāύ্āĻĄেāϰ āĻŦিāĻ–্āϝাāϤ āχāĻŽিāĻ—্āϰেāĻļāύ āϰেāϜিāϏ্āϟ্āϰি āĻšāϞāĻ•ে । āĻĒ্āϰāϤিāϟি āϏিঁāĻĄ়িāϰ āϧাāĻĒ, āϜাāύāϞাāϰ āĻŦাāχāϰেāϰ āĻĻৃāĻļ্āϝ, āĻ—াāĻ›েāϰ āĻĒাāϤাāϰ āĻĢাāĻ• āĻĻি⧟ে āĻšāϞেāϰ āĻŽেāĻেāϤে āϏূāϰ্āϝāϰāĻļ্āĻŽি, āχāϤিāĻšাāϏেāϰ āĻŽুāĻšূāϰ্āϤāĻ—ুāϞোāĻ•ে āĻŽিāωāϜি⧟াāĻŽেāϰ āĻŦাঁāϧাāύো āĻĢāϟোāĻĢ্āϰেāĻŽেāϰ āĻĨেāĻ•ে āωāĻ ি⧟ে āĻāύে āĻāĻ• āĻ…āĻĻৃāĻļ্āϝ āĻŽা⧟াāϜাāϞ āĻ›ā§œি⧟ে āĻĻে⧟ে । āĻāĻ•েāϰ āĻĒāϰ āĻāĻ• āϘāϰ āφāϰ āϤাāϰ āĻŦিāĻŦāϰāĻŖ āĻ…āĻĻৃāĻļ্āϝ āĻŽুāĻšূāϰ্āϤāĻ—ুāϞোāĻ•ে āĻĒ্āϰাāĻŖāĻŦāύ্āϤ āĻ•āϰে āĻ…āύ্āϝ āϰāĻ•āĻŽ āĻāĻ• āĻĒāϰিāĻŦেāĻļ āϏৃāώ্āϟি āĻ•āϰে ।

āĻ“ā§Ÿাāύ āĻ“ā§Ÿাāϰ্āϞ্āĻĄ āϟ্āϰেāĻĄ āϏেāύ্āϟাāϰেāϰ āϜোāϰাāϞো āωāĻĒāϏ্āĻĨিāϤি āĻāĻŦং āϏংāĻļ্āϞিāώ্āϟ āϏাāĻŽ্āĻĒ্āϰāϤিāĻ• āχāϤিāĻšাāϏāĻ•ে āωāĻĒেāĻ•্āώা āĻ•āϰা āĻ…āϏāĻŽ্āĻ­āĻŦ āύিāω āĻ‡ā§Ÿāϰ্āĻ•েāϰ āĻŽাāϟিāϤে āĻĻা⧜িāϝে । āĻ—্āϰাāωāύ্āĻĄ āϜিāϰো āϰ⧟ে āĻ—েāĻ›ে āĻŦেāĻĻāύা, āĻ•ৃāϤāϜ্āĻžāϤা, āĻĒ্āϰাāϰ্āĻĨāύা, āĻŦ্āϝāϰ্āĻĨāϤা, āĻĒ্āϰāϤ্āϝাāĻļা, āϏ্āĻŽৃāϤি, āύিāώ্āĻ ুāϰ āĻŦাāϏ্āϤāĻŦেāϰ āϏাāĻĨে āϏংāϘāϰ্āώেāϰ āϏ্āĻŽাāϰāĻ• āĻšā§Ÿে । āĻŦিāώāύ্āύāϤাāϰ āĻĒāϰিāĻŦেāĻļ āĻ•াāϟি⧟ে āωāĻ ে āφāϧুāύিāĻ• āĻĒ্āϰāϝুāĻ•্āϤি āĻĻ্āĻŦাāϰা āφāĻ•āϰ্āώāĻŖী⧟ āĻĒ্āϰāϤিāϰāĻ•্āώা āϚাāϰāĻĻিāĻ•ে āĻāĻ–āύ āϚোāĻ–ে āĻĒ⧜াāϰ āĻŽāϤāύ । āχāύ্āϟেāϞিāϜেāύ্āϏ āĻāϜেāύ্āϏীāĻ—ুāϞিāϰ āϏাāĻĨে āĻĒ্āϰāϝুāĻ•্āϤিāϰ āϏংāĻŽিāĻļ্āϰāύে āύিāϰাāĻĒāϤ্āϤাāϰ āϘেāϰাāϟোāĻĒে āϰাāϤেāϰ āϟাāχāĻŽāϏ āϏ্āĻ•ো⧟াāϰেāϰ āĻ…āϤুāϞāύীāϝ় āĻĒ্āϰাāĻŖāĻŦāύ্āϤে āφāĻŽেāϜāϏিāĻ•্āϤ āĻšāĻ“ā§Ÿাāϰ āĻĒāϰ āϤাāϰ āϰেāĻļ āĻ•াāϟāϤে āĻ•āϝ়েāĻ•āĻļ āĻŦāĻ›āϰ āϞেāĻ—ে āϝা⧟ ।