Statistical analysis and data mining
Statistical analysis involved
Social statistics:
Social statistics is to describe and analyze social life and social development in statistics, including the following statistics:
First, social demographics:
1. Population total statistics
2, population structure statistics
3, population growth and re-production statistics
Two social life statistics
1. Resident income statistics
2, resident level and consumption structure statistics
3. Comprehensive evaluation of people's living standards
4, international comparison based on the total value of per capita
5 poverty statistics
6 resident survey
Three social education statistics
1 statistics of education development scale
2 Statistics of Education Development Level
3 Education structure statistics
4 Education Economic Benefits Statistics
Four health and cultural statistics
1 Health care business development level is the change statistics
2 Statistics of the people's health
3 Cultural and sports statistics
Five social security statistics
1 Statistics of social security development
2 Social Insurance Statistics
3 social welfare, social assistance and social quality statistics
Six Social Order and Public Safety Statistics
1 Maintain the basic situation of social order and public safety agencies
2 statistics on crime and posting level
3 Judicial work results and criminal harm level statistics
Seven social structure and time composition statistics
1. Social structure and composition statistics
2, social time allocation and composition statistics
2, output index nuclear algorithm
Comprehensive evaluation of nine social development levels
1. Comprehensive evaluation of social development level
2, social development coordination statistics
economic
Economic statistics is the statistical measure and statistical analysis of economic phenomena. Through statistical indicators, economic statistics use data to make quantization of economics, this is the basic characteristics of economic statistics to describe socio-economic phenomena, which is unmatched by other description methods.
There are four points in the role of the national economic statistical accounting system: (1) Used to test economic activities (2) Provide data support for macroeconomic analysis (3) to provide assistance (4) for the development of economic policies and decision-making (4) International comparison.
I. National economic production results statistics include the statistics of the economy, social supply and demand statistics
Second, national economic distribution statistics include fiscal and tax statistics, finance (bank, securities) and monetary statistics, capital flow analysis.
Third, the national economic use statistics, including consumption (residents and public consumption) statistics, investment statistics (net investment, total investment).
Four foreign trade statistics, one is the appearance business statistics system of the Foreign Trade Department, and its second is the customs statistics system. In addition, there is also a statistical statistics on payments.
Five Economic Growth, Economic Cycle Statistics
Six inflation statistics and analysis, including price statistics, inflation statistics
Seven national economic comparative statistics and analysis (such as GNP), comprehensive national strength
Nine population, labor statistics, including population, scale, composition, change, average life, employment statistics, unemployment statistics
Ten people's living standards, including residents' income, consumption, poverty analysis
Eleventh environment, scientific statistics,
business:
Statistical analysis and data mining involve various fields: government, enterprises, financial insurance, investment, personal wealth management, etc. Statistics involve various fields of business and economy, the following is a few examples help us better understand how to take advantage of the data.
First, the mission of commercial statistics
(1) Collecting, organizing and analyzing statistical information of the national wholesale and retail trade activities, providing basic materials for the national economic accounting, providing the basis for the party and government leaders at all levels, formulating policies, and implementing macroeconomic regulation.
(2) Reflection of market merchandise supply, providing information on producers and consumers, and promoting total society for positive balance.
(3) Topic investigation and statistical analysis are often carried out to strengthen corporate management to improve economic benefits.
Second, the content of commercial statistics
(1) Commodity circulation statistics
(2) Commodity supply and demand statistics
(3) Price statistics
(4) Conditions, results and benefits statistics of commodity flow
(5) Business surveys and forecasts
enterprise
Basic content of corporate economic statistics and analysis
(1) Collection of modern enterprise statistics and basic scores of corporate statistics
Organization and management of groups, corporate statistics, etc., for companies in the fierce market competition
The principle, principles, and methods of providing accurate, abundant, and systematic information. (2) Financing statistics and analysis of modern enterprises
Under the conditions of the supplementary market economy, modern enterprises are self-financing and borrowing
Enter the funds as a launching fund of the production and operation. So you must financing the company
The situation is reflected, and it is necessary to study all kinds of financing costs, especially the integration of controversial financing.
Cost, provides a basis for funding for companies.
(3) Statistics and Analysis of the Production and Management of Modern Enterprises
The results of enterprises production and operation are direct purposes in business engagement. In progress
Statistical analysis, mainly from the value of the product (such as product output, quality, etc.) and value (such as total value indicators such as total output value, added value) and labor volume.
The process of obtaining business outcomes is the process of using labor objects to use labor materials to operate in labor objects, have a number of products, good quality, low quality, and low consumption. Therefore, corporate economic statistics and analysis must analyze the basic elements of production and operation.
(4) Statistics and analysis of workers
Workers are the most active and active elements in productivity. Statistical analysis of workers is mainly to study the number of workers, constitutes quality, vocational skill development, utilization, labor productivity, labor remuneration, etc.
(5) Statistics and analysis of labor materials
Labor information is an important element in productivity, in which production equipment is the most important part. Corporate juice analysis mainly studies their quantity, composition, capability, change and utilization. The production capacity of corporate products is extremely closely related to production equipment, and it is also necessary to elaborate.
(6) Statistics and Analysis of Labor Objects
Labor objects are another basic element of productivity. Corporate statistics and analysis have carried out statistical research on the normal production of production.
(7) Statistics and Analysis of Science and Technology Progress of Modern Enterprises
Enterprise scientific and technological progress is both the requirements of modern production, and it is also the way to improve the management level of enterprises, improve economic efficiency and accelerate the modernization process. Therefore, corporate science and technology progress is one of the important contents of corporate economic statistics and analysis.
(8) Statistics and analysis of modern enterprises to foreign investment
In addition to asset management, enterprises have to obtain profits from the value, and the company has to play a derivative function of funds, seize the opportunity to invest, and obtain more profits. Corporate economic statistical analysis must reflect the situation of enterprises, including the number of investments, the composition of various investments, and the effect of investment.
(9) Modern enterprise market statistics and analysis
The company's economic operation is connected to the society and connects the market. In the changing market competition, companies must have market-oriented, fully understand and grasp the market status and development trend of their own products, consumers and competition peers, and determine effective marketing strategies to survive in market competition and development of. Corporate economic statistics and analysis must be statistically studied on corporate market surveys, corporate external market environment, product sales, product sales, corporate market competitiveness and corporate market statistical forecasting.
(10) Financial statistics and analysis of modern enterprises
The company has obtained financial results through production and operation and investment. Enterprise economic statistical analysis, must conduct statistical research on enterprise financial results, including enterprise fixed funds, liquidity funds, costs, profits, and corporate financial evaluation index systems. (11) Modern Enterprise Economic Benefits Statistics and Analysis
Since my country's reform and opening up, economic benefits have been raised as the core issues of socialist economic construction, and the economic construction guiding ideology is proposed. Therefore, corporate economic statistics and analysis should conduct economic benefits as an important content. It mainly includes the setting of economic benefits index system and comprehensive evaluation methods.
(12) Modern enterprise credit assessment and mergers and bankruptcy statistics and analysis
Under the market economy, due to the common role of value law, competition law and modern credit system, enterprises that have nothing to operate and unpacking debt. According to this reality, corporate economic statistical analysis must be studied. It mainly includes corporate credit assessment, mergers and acquisitions and bankruptcy statistics and analysis.
financial:
The main task of financial statistical analysis is to use statistically theoretical theory and method, classify, quantify, data collection, and finishing of financial activities, reflect the regularity or basic quantity of financial activities, for the financial system. Design and theoretical research, as well as the implementation of financial regulation witness to provide objective scientific basis
The content of the financial statistics: 1, currency supply statistics
2, credit revenue statistics
3, cash revenue statistics
4. Foreign financial statistics
5, financial market statistics
6. Central Bank expert statistical survey
Investment statistics
Investment statistics have three major functions of information, consultation and supervision, is a tool for implementing scientific management of national economies, providing information about the basic functions of statistics.
Input statistics of fixed asset investment:
Fixed asset investment results statistics:
Fixed asset investment economic benefits statistics:
Securities investment and its statistics:
Securities statistics
Securities trading statistics:
Bond investment income statistics:
personal:
Try the family's family medical history to determine genetic health status to explore the records of your contact company, so that you understand the company's economy, health, and excavate the stock company's market performance for your own investment.
