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GitHub Repo https://github.com/Karagul/GDPAnalysis

Karagul/GDPAnalysis

Problem Description - I Background - NITI Aayog NITI Aayog (National Institution for Transforming India) is a policy think tank of the Government of India which provides strategic inputs to the central and the state governments to achieve various development goals. In the past, NITI Aayog has played an important role in initiatives such as Digital India, Atal Innovation Mission, various agricultural reforms etc. and have designed various policies in education, skill development, water management, healthcare, etc. NITI Aayog was established to replace the Planning Commission of India which used to follow a top-down model for policy making, i.e. it typically designed policies at the central level (such as the various 5-year plans). On the other hand, NITI Aayog designs policies specific to the different states or segments of the economy. Finance Minister Arun Jaitley made the following observation on the necessity of creating NITI Aayog, "The 65-year-old Planning Commission had become a redundant organisation. It was relevant in a command economy structure, but not any longer. India is a diversified country and its states are in various phases of economic development along with their own strengths and weaknesses. In this context, a ‘one size fits all’ approach to economic planning is obsolete..." Project Brief You are working as the chief data scientist at NITI Aayog, reporting to the CEO. The CEO has initiated a project wherein the NITI Aayog will provide top-level recommendations to the Chief Ministers (CMs) of various states which will help them prioritise areas of development for their respective states. Since different states are in different phases of development, the recommendations should be specific to states as well. The overall goal of this project is to help the CMs focus on areas which will foster economic development for their respective states. Since the most common measure of economic development is the GDP, you will analyse the GDP of the various states of India and suggest ways to improve it. Understanding GDP Gross domestic product (GDP) at current prices is the GDP at the market value of goods and services produced in a country during a year. In other words, GDP measures the 'monetary value of final goods and services produced by a country/state in a given period of time'. GDP can be broadly divided into goods and services produced by three sectors: the primary sector (agriculture), the secondary sector (industry), and the tertiary sector (services). It is also known as nominal GDP. More technically, (real) GDP takes into account the price change that may have occurred due to inflation. This means that the real GDP is nominal GDP adjusted for inflation. We will use the nominal GDP for this exercise. Also, we will consider the financial year 2015-16 as the base year since most of the data required for this exercise is available for the above period. Per Capita GDP and Income Total GDP divided by the population gives the per capita GDP (which roughly measures the average value of goods and services produced per person). The per capita income is closely related to per capita GDP (though they are not the same). In general, the per capita income increases when per capita GDP increases and vice-versa. For instance, in the financial year 2015-16, the per capita income of India was Rs 93,293, whereas the per capita GDP of India was $1717 which roughly translates to Rs 1,11,605. India ranks
GitHub Repo https://github.com/hebbarvn/Assignment-GDP-Analysis

hebbarvn/Assignment-GDP-Analysis

NITI Aayog: Background NITI Aayog (National Institution for Transforming India) is a policy think tank of the Government of India; it provides strategic inputs to the central and the state governments to achieve various development goals. In the past, NITI Aayog has played an important role in initiatives such as Digital India, Atal Innovation Mission and various agricultural reforms and have designed various policies in education, skill development, water management, healthcare, etc. NITI Aayog was established to replace the Planning Commission of India, which used to follow a top-down model for policy making, i.e., it typically designed policies at the central level (such as the 5-year plans). On the other hand, NITI Aayog designs policies specific to the different states or segments of the economy. Finance Minister, Arun Jaitley, made the following observation on the necessity of creating NITI Aayog, "The 65-year-old Planning Commission had become a redundant organisation. It was relevant in a command economy structure, but not any longer. India is a diversified country and its states are in various phases of economic development along with their own strengths and weaknesses. In this context, a ‘one size fits all’ approach to economic planning is obsolete...". Project Brief You are working as the chief data scientist at NITI Aayog, reporting to the CEO. The CEO has initiated a project wherein the NITI Aayog will provide top-level recommendations to the Chief Ministers (CMs) of various states, which will help them prioritise areas of development for their respective states. Since different states are in different phases of development, the recommendations should be specific to the states. The overall goal of this project is to help the CMs focus on areas that will foster economic development for their respective states. Since the most common measure of economic development is the GDP, you will analyse the GDP of the various states of India and suggest ways to improve it. Understanding GDP Gross domestic product (GDP) at current prices is the GDP at the market value of goods and services produced in a country during a year. In other words, GDP measures the 'monetary value of final goods and services produced by a country/state in a given period of time'. GDP can be broadly divided into goods and services produced by three sectors: the primary sector (agriculture), the secondary sector (industry), and the tertiary sector (services). It is also known as nominal GDP. More technically, (real) GDP takes into account the price change that may have occurred due to inflation. This means that the real GDP is nominal GDP adjusted for inflation. We will use the nominal GDP for this exercise. Also, we will consider the financial year 2015-16 as the base year, as most of the data required for this exercise is available for the aforementioned period. Per Capita GDP and Income Total GDP divided by the population gives the per capita GDP, which roughly measures the average value of goods and services produced per person. The per capita income is closely related to the per capita GDP (though they are not the same). In general, the per capita income increases when the per capita GDP increases, and vice-versa. For instance, in the financial year 2015-16, the per capita income of India was ₹93,293, whereas the per capita GDP of India was $1717, which roughly amounts to ₹1,11,605. India ranks 11th in the world in terms of total GDP; however, it lies at the 139th position in terms of per capita GDP.
GitHub Repo https://github.com/ayushdayal22/Front-End-webpage-e-commerce

ayushdayal22/Front-End-webpage-e-commerce

Successful E-Commerce Websites: Product Description Page New IT technologies have completely changed the way people shop in the 21st century. Internet and mobile devices have made it possible to purchase products or services at any time and in any location. As a result, a tremendous number of e-commerce websites appeared on the world wide web and continue to compete with each other. In order to win that competition, make sure that your e-commerce website is able to provide excellent customer experience. There is no magic formula for a successful e-commerce business. However, there are some major elements of an eCommerce website that you must pay attention to. In this blog post we will talk about elements of the ‘product description’ page that are important in order to increase your website’s compatibility and customer satisfaction. Images As online shoppers usually don’t have access to the real product, the visual appearance of what you sell online is extremely important. Imagine that you are buying a dress via an e-commerce website. In a real store you would be able to touch the material it’s made of, try it on to make sure it looks good and that it matches the color of your shoes, etc. None of those actions can be accomplished online. But what e-stores can use are pictures that are supposed to convince the customer to specific goods. Below is a list of features of images that would appeal to online shoppers: – high quality pictures that show the product and also allows for zooming in/out for clear visibility of details; – a few pictures of the product (usually one is not enough) showicasing it from different angles; – pictures of a real product. You don’t want customers to return it because what they saw online doesn’t match what was delivered; – right background. For instance, if the item you are selling has a dark color, the background color should be light. The contrast between the product and background makes its contours clear; – if you are using models for pictures, they should look neat and healthy. People buying the item will unconsciously associate themselves with those who are on the picture;
GitHub Repo https://github.com/Clipping-Path-Photo-Editing-Services/Our-Clipping-Path-Photo-Editing-Pricing

Clipping-Path-Photo-Editing-Services/Our-Clipping-Path-Photo-Editing-Pricing

Our specialty to the service of clipping path Tons of company are available both physically and online who provide image editing and processing service (Clipping path, background removal , product editing ). https://www.photoeditor24.com/clipping-path/ But only a few of the remarkable and committed to providing the best service to their clients. Among them, most of them got their huge demand what can be the reason why people demotivate to have well-processed output. That’s why we are working for that. We pay off the quality within regular price what will never be a big deal to afford to have branding goods. https://www.photoeditor24.com/ As branding arms, we select friendly behavior and quality certitude. No doubt that time is the seed of money now a day. We know the value of your time. After keeping respect to our commitment to you, we will finish your provided image clipping path processing before overtime. 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GitHub Repo https://github.com/bhneelima/GDP-Analysis-NITI-AYOG-

bhneelima/GDP-Analysis-NITI-AYOG-

NITI Aayog: Background NITI Aayog (National Institution for Transforming India) is a policy think tank of the Government of India; it provides strategic inputs to the central and the state governments to achieve various development goals. In the past, NITI Aayog has played an important role in initiatives such as Digital India, Atal Innovation Mission and various agricultural reforms and have designed various policies in education, skill development, water management, healthcare, etc. NITI Aayog was established to replace the Planning Commission of India, which used to follow a top-down model for policy making, i.e., it typically designed policies at the central level (such as the 5-year plans). On the other hand, NITI Aayog designs policies specific to the different states or segments of the economy. Finance Minister, Arun Jaitley, made the following observation on the necessity of creating NITI Aayog, "The 65-year-old Planning Commission had become a redundant organisation. It was relevant in a command economy structure, but not any longer. India is a diversified country and its states are in various phases of economic development along with their own strengths and weaknesses. In this context, a ‘one size fits all’ approach to economic planning is obsolete...". Project Brief You are working as the chief data scientist at NITI Aayog, reporting to the CEO. The CEO has initiated a project wherein the NITI Aayog will provide top-level recommendations to the Chief Ministers (CMs) of various states, which will help them prioritise areas of development for their respective states. Since different states are in different phases of development, the recommendations should be specific to the states. The overall goal of this project is to help the CMs focus on areas that will foster economic development for their respective states. Since the most common measure of economic development is the GDP, you will analyse the GDP of the various states of India and suggest ways to improve it. Understanding GDP Gross domestic product (GDP) at current prices is the GDP at the market value of goods and services produced in a country during a year. In other words, GDP measures the 'monetary value of final goods and services produced by a country/state in a given period of time'. GDP can be broadly divided into goods and services produced by three sectors: the primary sector (agriculture), the secondary sector (industry), and the tertiary sector (services). It is also known as nominal GDP. More technically, (real) GDP takes into account the price change that may have occurred due to inflation. This means that the real GDP is nominal GDP adjusted for inflation. We will use the nominal GDP for this exercise. Also, we will consider the financial year 2015-16 as the base year, as most of the data required for this exercise is available for the aforementioned period. Per Capita GDP and Income Total GDP divided by the population gives the per capita GDP, which roughly measures the average value of goods and services produced per person. The per capita income is closely related to the per capita GDP (though they are not the same). In general, the per capita income increases when the per capita GDP increases, and vice-versa. For instance, in the financial year 2015-16, the per capita income of India was ₹93,293, whereas the per capita GDP of India was $1717, which roughly amounts to ₹1,11,605. India ranks 11th in the world in terms of total GDP; however, it lies at the 139th position in terms of per capita GDP.
GitHub Repo https://github.com/MrsHe1/Mobile-e-mall

MrsHe1/Mobile-e-mall

With the advent of the era of big data, all walks of life are gradually moving towards informatization and data. The traditional retail industry has also begun to transform to Internet sales. The original paper-based data and materials are gradually replaced by electronic means. And we manage the online sales platform through computer, which has some advantages that offline operation can't match. For example: quick retrieval, large storage, high efficiency, long life, low cost, convenient and fast, these advantages can greatly improve the speed of market operation cycle. And as long as the design of the system is reasonable, we can make Internet sales more humanized, standardized and personalized through the advantages of network interaction, resource sharing, and traditional sales advantages. This system is a spa single page application online e-commerce website developed by using vue2. X, koa2, vant technology and mongodb database under Windows platform. The main modules of the system are home page, commodity list page, shopping cart, personal information, bottom navigation bar, product details page, background server and database configuration module. It realizes the complete page layout of mobile e-mall, users' registration and login, the interaction between goods and shopping cart, as well as the basic functions of shopping cart and product detail page.
GitHub Repo https://github.com/Clipping-Path-Photo-Editing-Services/Clipping-Path

Clipping-Path-Photo-Editing-Services/Clipping-Path

Clipping Path Photo Editing Services Everything becomes modernize to reach with current technology. https://www.photoeditor24.com/ Each day people take lots of images to use for professional modeling, product review or advertising purpose. Even sharing those on social media networks is the regular task. This is how photo editing/Clipping path demands are growing up day to day life. To make more perfection to getting clipping path service is a mandatory step. This is true many tools are the state on the internet. From Genesis to now, none of them are cannot give perfection to its output. https://www.photoeditor24.com/clipping-path/ To have perfection people have to go to the graphics specialist or any company. Because currently, the world is too competitive and only elite things can survive till its last. I Will Remove Photo Background Professionally + graphic & design + Background removal + changing + transparent background + Removing background + adding objects + swap heads + Product retouching + background removal + enhancements + Adjust lighting + airbrushing + digital enhancing + Image editing for ebay + photo editing for Amazon + photo editing Shopify + photoshop editing + remove backgorund + background removal + changing background + photo retouching + clipping path + cut out images + image background removal + background removal+ white background + transparent background + background remove + photoshop + image editing + professional photoshop editing + photoshop work + cut out images + cut out photo + cut out background + transparent background + background removal + restoration + remove background + ebay shop + beauty retouch + high end retouching + photo retouching + photoshop editing + photo editing + water mark + photoshopping + photo manipulation + transparent logo + remove background + photoshop + cut out hair + how to remove background + select hair + cut out hair in photoshop + adobe photoshop + transparent background photoshop + background + how to cut out hair in photoshop + select and mask + hair masking + cut out hair fast + piximperfect + unmesh dinda + adobe photoshop cc + how to + cut out image + get rid + remove + photoshop + cut out an image + photoshop cc/cs6 + how to remove a background + how to delete a background + photoshop how to cut out an image + photoshop me background kaise change kare + how to remove background in photoshop cc + refine edge + white background + photo editing + clipping + clipping path + transparent background + changign backgorund + image background + photoshop remove background from image + transparent background photoshop; graphic & design + Background removal + changing + transparent background , photography, retouching, smooth skin photoshop, instagram editing, get rid of, flyaway hair, retouch tutorial photosh Why Do You Need Clipping Path Photoshop Service? Object-based photography cannot be as perfect as we want. Depth and image details is always a natural problem because of the movement of light. Most of the time it may have a lack of complete touch its edge. Other hand product photography maybe needs to change the background by keeping the object original. Only background transparency can destroy the focus object features. Often businessmen and organizations hire models to promote their product but always it can’t provide independent message by its image detail. So it needs to change the background (Clipping path, background removal , product editing). But the main problem occurs to the part of the hair and another narrow point. On those occurrences, the clipping path can be a solution. Graphics designer can change the background without keeping the original object and him pure shadow of that image that is necessary to keep it natural with the new background. Major of time to clipping path background have plain white. During the industrial branding correction of the 2D image is a large deal to make it the success. Because promoting a dull image can spoil your public engagement. On those events you can get clipping path related service to revive the image from its all side even the dark side will be more awful. Our specialty to the service of clipping path Tons of company are available both physically and online who provide image editing and processing service (Clipping path, background removal , product editing ). But only a few of the remarkable and committed to providing the best service to their clients. Among them, most of them got their huge demand what can be the reason why people demotivate to have well-processed output. That’s why we are working for that. We pay off the quality within regular price what will never be a big deal to afford to have branding goods. As branding arms, we select friendly behavior and quality certitude. No doubt that time is the seed of money now a day. We know the value of your time. After keeping respect to our commitment to you, we will finish your provided image clipping path processing before overtime. No matter how many images it needs, but you will have it with quality what we do in a very punctual way. Even we and our team are the concern if you have any special demand while the deal is rolling.
GitHub Repo https://github.com/pankaj614/gdp-analysis-india-2014-15

pankaj614/gdp-analysis-india-2014-15

India GDP Analysis Problem Description - I NITI Aayog: Background NITI Aayog (National Institution for Transforming India) is a policy think tank of the Government of India; it provides strategic inputs to the central and the state governments to achieve various development goals. In the past, NITI Aayog has played an important role in initiatives such as Digital India, Atal Innovation Mission and various agricultural reforms and have designed various policies in education, skill development, water management, healthcare, etc. NITI Aayog was established to replace the Planning Commission of India, which used to follow a top-down model for policy making, i.e., it typically designed policies at the central level (such as the 5-year plans). On the other hand, NITI Aayog designs policies specific to the different states or segments of the economy. Finance Minister, Arun Jaitley, made the following observation on the necessity of creating NITI Aayog, "The 65-year-old Planning Commission had become a redundant organisation. It was relevant in a command economy structure, but not any longer. India is a diversified country and its states are in various phases of economic development along with their own strengths and weaknesses. In this context, a ‘one size fits all’ approach to economic planning is obsolete...". Project Brief We are working as the chief data scientist at NITI Aayog, reporting to the CEO. The CEO has initiated a project wherein the NITI Aayog will provide top-level recommendations to the Chief Ministers (CMs) of various states, which will help them prioritise areas of development for their respective states. Since different states are in different phases of development, the recommendations should be specific to the states. The overall goal of this project is to help the CMs focus on areas that will foster economic development for their respective states. Since the most common measure of economic development is the GDP, we will analyse the GDP of the various states of India and suggest ways to improve it. Understanding GDP Gross domestic product (GDP) at current prices is the GDP at the market value of goods and services produced in a country during a year. In other words, GDP measures the 'monetary value of final goods and services produced by a country/state in a given period of time'. GDP can be broadly divided into goods and services produced by three sectors: the primary sector (agriculture), the secondary sector (industry), and the tertiary sector (services). It is also known as nominal GDP. More technically, (real) GDP takes into account the price change that may have occurred due to inflation. This means that the real GDP is nominal GDP adjusted for inflation. We will use the nominal GDP for this exercise. Also, we will consider the financial year 2015-16 as the base year, as most of the data required for this exercise is available for the aforementioned period. Per Capita GDP and Income Total GDP divided by the population gives the per capita GDP, which roughly measures the average value of goods and services produced per person. The per capita income is closely related to the per capita GDP (though they are not the same). In general, the per capita income increases when the per capita GDP increases, and vice-versa. For instance, in the financial year 2015-16, the per capita income of India was ₹93,293, whereas the per capita GDP of India was $1717, which roughly amounts to ₹1,11,605. Problem Description - II Data The data is sourced from https://data.gov.in/, an Open Government Data (OGD) platform of India. The download instructions are provided in the next segment. The data for GDP analysis of the Indian states is divided into two parts: Data I-A: This dataset consists of the GSDP (Gross State Domestic Product) data for the states and union territories. Data I-B: This dataset contains the distribution of GSDP among three sectors: the primary sector (agriculture), the secondary sector (industry) and the tertiary sector (services) along with taxes and subsidies. There is separate dataset for each of the states. We are expected to read the dataset for the available states and join these (in Python) if needed. There are two parts to this project. In the first part, we will analyse and compare the GDPs of various Indian states (both total and per capita). The GDP of a state is referred to as the GSDP (Gross State Domestic Product). Then, we will divide the states into four categories based on the GDP per capita, and for each of these four categories, we will analyse the sectors that contribute the most to the GDP (such as agriculture, real estate, manufacturing, etc.). In the second part, we will analyse whether GDP per capita is related to dropout rates in schools and colleges. Part-I: GDP Analysis of the Indian States For each of the following steps of analysis, choose an appropriate type of plot for comparing the data. Also, ensure that the plots are in increasing or decreasing order for better comparison. For example, if we make a bar plot to compare the GDPs of the states, ensure that the bars are in either increasing or decreasing order of GDP. Part I-A: For the analysis below, use the Data I-A. First, we need to load the data in Python properly and then clean it. This also involves the treatment of missing values, we can choose to drop the row or column as well. Remember this will affect our next analysis and results drastically. Plot a graph for rows " % Growth over previous year" for all the states (not union territories) whose data is available, use as much data as possible for this exercise. Use the best fit line to represent the growth for each state. Draw a similar line graph for the nation as well. How will we compare the growth rates of any two states? Which states have been growing consistently fast, and which ones have been struggling? Rank top 3 fastest and 3 slowest-growing states. What is the Nation's growth rate? What has been the growth rate of my home state, and how does it compare to the national growth rate? Plot the total GDP of the states for the year 2015-16: Which Plot will we use for this? Why? (Remeber to plot the graph in a way such as it is easier to read and compare) Identify the top 5 and the bottom 5 states based on total GDP. What insights can we draw from this graph? What states are performing poorly? (Remember: this will not be solely based on total GDP) Part I-B: For the analysis below, use Data I-B. We can also use Data I-B along with Data I-A if required. Also, perform the analysis only for the duration 2014-15. Filter out the union territories (Delhi, Chandigarh, Andaman and Nicobar Islands, etc.) for further analysis, as they are governed directly by the central, not state governments. Plot the GDP per capita for all the states. Identify the top 5 and the bottom 5 states based on the GDP per capita. Find the ratio of the highest per capita GDP to the lowest per capita GDP. Plot the percentage contribution of the primary, secondary and tertiary sectors as a percentage of the total GDP for all the states. Which plot will we use here? Why? Why is (Primary + Secondary + Tertiary) not equal to total GDP? Can we draw any insight from this? Find correlation of percentile of the state (% of states with lower per capita GDP) and %contribution of Primary sector to total GDP. Categorise the states into four groups based on the GDP per capita (C1, C2, C3, C4, where C1 would have the highest per capita GDP and C4, the lowest). The quantile values are (0.20,0.5, 0.85, 1), i.e., the states lying between the 85th and the 100th percentile are in C1; those between the 50th and the 85th percentiles are in C2, and so on. Note: Categorisation into four groups will simplify the subsequent analysis, as otherwise, comparing the data of all the states would become quite exhaustive. For each category (C1, C2, C3, C4): Find the top 3/4/5 sub-sectors (such as agriculture, forestry and fishing, crops, manufacturing etc., not primary, secondary and tertiary) that contribute to approximately 80% of the GSDP of each category. Note-I: The nomenclature for this project is as follows: primary, secondary and tertiary are named 'sectors', while agriculture, manufacturing etc. are named 'sub-sectors'. Note-II: If the top 3 sub-sectors contribute to, say, 79% of the GDP of some category, we can report "These top 3 sub-sectors contribute to approximately 80% of the GDP". This is to simplify the analysis and make the results consumable. (Remember, the CEO has to present the report to the CMs, and CMs have limited time; so, the analysis needs to be sharp and concise.) Plot the contribution of the sub-sectors as a percentage of the GSDP of each category. Now that we have summarised the data in the form of plots, tables, etc., try to draw non-obvious insights from it. Think about questions such as: How does the GDP distribution of the top states (C1) differ from the others? Which sub-sectors seem to be correlated with high GDP? Which sub-sectors do the various categories need to focus on? Ask other such relevant questions, which we think are important, and note we insights for category separately. More insights are welcome and will be awarded accordingly. Finally, provide at least two recommendations for each category to improve the per capita GDP. Part-II: GDP and Education Dropout Rates In Part-I, we would have noticed that (one) way to increase per capita GDP is by shifting the distribution of GDP towards the secondary and tertiary sectors, i.e., the manufacturing and services industries. But these industries can thrive only when there is an availability of educated and skilled labour. In this part of the analysis, we will investigate whether there is any relationship between per capita GDP with dropout rates in education. Data Data II: This section will require the dropout rate dataset apart from the dataset that we used in Part-1 of the case study. Download instructions are provided in the next segment. Part-II: GDP and Education Analyse if there is any correlation of GDP per capita with dropout rates in education (primary, upper primary and secondary) for the year 2014-2015 for each state. Choose an appropriate plot to conduct this analysis. Is there any correlation between dropout rate and %contribution of each sector (Primary, Secondary and Tertiary) to the total GDP? We have the total population of each state from the data in part I. Is there any correlation between dropout rates and population? What is the expected trend and what is the observation? Write down the key insights we draw from this data: Form at least one reasonable hypothesis for the observations from the data About GDP analysis for India in the year for 2015-16 and recommendation for the individual states for increasing the GDP by focusing on various factor. Topics python statistical-analysis data-analysis gdp-analysis Resources Readme Stars 0 stars Watchers 1 watching Forks 0 forks Releases No releases published Packages No packages published Languages Jupyter Notebook 100.0% Footer © 2022 GitHub, Inc. Footer navigation Terms Privacy Security Status Docs Contact GitHub Pricing API Training Blog About